From faf90d88c550891a534182f894e0b3aa20c1f980 Mon Sep 17 00:00:00 2001
From: Eric Koepcke <ekoepcke@council.nyc.gov>
Date: Mon, 12 Feb 2024 10:15:40 -0500
Subject: [PATCH] add/update figs/tables

---
 paper/figuresTables/NonSOControlsPoisDIDs.tex |  14 +
 paper/figuresTables/NonSOControlsPoisES.html  | 955 ++++++++++++++++++
 paper/figuresTables/NonSOControlsPoisES.png   | Bin 0 -> 75245 bytes
 .../NonSOControls_NonSOCurePoisDIDs.tex       |  14 +
 .../NonSOControls_NonSOCurePoisES.html        | 955 ++++++++++++++++++
 .../NonSOControls_NonSOCurePoisES.png         | Bin 0 -> 74149 bytes
 .../NonSOControls_SOAfterCurePoisDIDs.tex     |  14 +
 .../NonSOControls_SOAfterCurePoisES.html      | 955 ++++++++++++++++++
 .../NonSOControls_SOAfterCurePoisES.png       | Bin 0 -> 82119 bytes
 .../NonSOControls_SOAfterCurePoisSODIDs.tex   |  14 +
 .../NonSOControls_SOAfterCurePoisSOES.html    | 955 ++++++++++++++++++
 .../NonSOControls_SOAfterCurePoisSOES.png     | Bin 0 -> 82303 bytes
 .../NonSOControls_SOBeforeCurePoisDIDs.tex    |  14 +
 .../NonSOControls_SOBeforeCurePoisES.html     | 955 ++++++++++++++++++
 .../NonSOControls_SOBeforeCurePoisES.png      | Bin 0 -> 82191 bytes
 .../NonSOControls_SOBeforeCurePoisSODIDs.tex  |  14 +
 .../NonSOControls_SOBeforeCurePoisSOES.html   | 955 ++++++++++++++++++
 .../NonSOControls_SOBeforeCurePoisSOES.png    | Bin 0 -> 88555 bytes
 .../figuresTables/SOBeforeCurePoisSODIDs.tex  |  14 +
 paper/figuresTables/SOBeforeCurePoisSOES.html | 955 ++++++++++++++++++
 paper/figuresTables/SOBeforeCurePoisSOES.png  | Bin 0 -> 84950 bytes
 paper/figuresTables/cureDateHist.html         | 955 ++++++++++++++++++
 paper/figuresTables/cureDateHist.png          | Bin 0 -> 29739 bytes
 paper/figuresTables/earlyCurePoisDIDs.tex     |  14 +
 paper/figuresTables/earlyCurePoisES.html      | 955 ++++++++++++++++++
 paper/figuresTables/earlyCurePoisES.png       | Bin 0 -> 81830 bytes
 paper/figuresTables/lateCurePoisDIDs.tex      |  14 +
 paper/figuresTables/lateCurePoisES.html       | 955 ++++++++++++++++++
 paper/figuresTables/lateCurePoisES.png        | Bin 0 -> 80728 bytes
 .../figuresTables/logNumShootings_byCure.html | 955 ++++++++++++++++++
 .../figuresTables/logNumShootings_byCure.png  | Bin 0 -> 69020 bytes
 paper/figuresTables/mainPoisDIDs.tex          |  22 +
 paper/figuresTables/mainPoisES.html           |   6 +-
 paper/figuresTables/mainPoisES.png            | Bin 0 -> 78536 bytes
 paper/figuresTables/mainPoisES.tex            |  31 +
 paper/figuresTables/midCurePoisDIDs.tex       |  14 +
 paper/figuresTables/midCurePoisES.html        | 955 ++++++++++++++++++
 paper/figuresTables/midCurePoisES.png         | Bin 0 -> 73227 bytes
 .../numShootings_byControlSO.html             | 955 ++++++++++++++++++
 paper/figuresTables/numShootings_byCure.html  |   6 +-
 paper/figuresTables/numShootings_byCure.png   | Bin 0 -> 73628 bytes
 paper/figuresTables/numShootings_byYear.html  | 955 ++++++++++++++++++
 paper/figuresTables/numShootings_byYear.png   | Bin 0 -> 68569 bytes
 .../numShootings_byYearCure.html              | 955 ++++++++++++++++++
 .../figuresTables/numShootings_byYearCure.png | Bin 0 -> 111986 bytes
 .../figuresTables/onlyControlsPoisSODIDs.tex  |  14 +
 paper/figuresTables/onlyControlsPoisSOES.html | 955 ++++++++++++++++++
 paper/figuresTables/onlyControlsPoisSOES.png  | Bin 0 -> 70574 bytes
 paper/figuresTables/onlyCurePoisDIDs.tex      |  14 +
 paper/figuresTables/onlyCurePoisES.html       | 955 ++++++++++++++++++
 paper/figuresTables/onlyCurePoisES.png        | Bin 0 -> 77391 bytes
 paper/figuresTables/pre2019CurePoisDIDs.tex   |  14 +
 paper/figuresTables/pre2019CurePoisES.html    | 955 ++++++++++++++++++
 paper/figuresTables/pre2019CurePoisES.png     | Bin 0 -> 82902 bytes
 paper/figuresTables/preCovidPoisDIDs.tex      |  14 +
 paper/figuresTables/preCovidPoisES.html       | 955 ++++++++++++++++++
 paper/figuresTables/preCovidPoisES.png        | Bin 0 -> 82608 bytes
 57 files changed, 18400 insertions(+), 6 deletions(-)
 create mode 100644 paper/figuresTables/NonSOControlsPoisDIDs.tex
 create mode 100644 paper/figuresTables/NonSOControlsPoisES.html
 create mode 100644 paper/figuresTables/NonSOControlsPoisES.png
 create mode 100644 paper/figuresTables/NonSOControls_NonSOCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/NonSOControls_NonSOCurePoisES.html
 create mode 100644 paper/figuresTables/NonSOControls_NonSOCurePoisES.png
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisES.html
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisES.png
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisSODIDs.tex
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisSOES.html
 create mode 100644 paper/figuresTables/NonSOControls_SOAfterCurePoisSOES.png
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisES.html
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisES.png
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisSODIDs.tex
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisSOES.html
 create mode 100644 paper/figuresTables/NonSOControls_SOBeforeCurePoisSOES.png
 create mode 100644 paper/figuresTables/SOBeforeCurePoisSODIDs.tex
 create mode 100644 paper/figuresTables/SOBeforeCurePoisSOES.html
 create mode 100644 paper/figuresTables/SOBeforeCurePoisSOES.png
 create mode 100644 paper/figuresTables/cureDateHist.html
 create mode 100644 paper/figuresTables/cureDateHist.png
 create mode 100644 paper/figuresTables/earlyCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/earlyCurePoisES.html
 create mode 100644 paper/figuresTables/earlyCurePoisES.png
 create mode 100644 paper/figuresTables/lateCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/lateCurePoisES.html
 create mode 100644 paper/figuresTables/lateCurePoisES.png
 create mode 100644 paper/figuresTables/logNumShootings_byCure.html
 create mode 100644 paper/figuresTables/logNumShootings_byCure.png
 create mode 100644 paper/figuresTables/mainPoisDIDs.tex
 create mode 100644 paper/figuresTables/mainPoisES.png
 create mode 100644 paper/figuresTables/mainPoisES.tex
 create mode 100644 paper/figuresTables/midCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/midCurePoisES.html
 create mode 100644 paper/figuresTables/midCurePoisES.png
 create mode 100644 paper/figuresTables/numShootings_byControlSO.html
 create mode 100644 paper/figuresTables/numShootings_byCure.png
 create mode 100644 paper/figuresTables/numShootings_byYear.html
 create mode 100644 paper/figuresTables/numShootings_byYear.png
 create mode 100644 paper/figuresTables/numShootings_byYearCure.html
 create mode 100644 paper/figuresTables/numShootings_byYearCure.png
 create mode 100644 paper/figuresTables/onlyControlsPoisSODIDs.tex
 create mode 100644 paper/figuresTables/onlyControlsPoisSOES.html
 create mode 100644 paper/figuresTables/onlyControlsPoisSOES.png
 create mode 100644 paper/figuresTables/onlyCurePoisDIDs.tex
 create mode 100644 paper/figuresTables/onlyCurePoisES.html
 create mode 100644 paper/figuresTables/onlyCurePoisES.png
 create mode 100644 paper/figuresTables/pre2019CurePoisDIDs.tex
 create mode 100644 paper/figuresTables/pre2019CurePoisES.html
 create mode 100644 paper/figuresTables/pre2019CurePoisES.png
 create mode 100644 paper/figuresTables/preCovidPoisDIDs.tex
 create mode 100644 paper/figuresTables/preCovidPoisES.html
 create mode 100644 paper/figuresTables/preCovidPoisES.png

diff --git a/paper/figuresTables/NonSOControlsPoisDIDs.tex b/paper/figuresTables/NonSOControlsPoisDIDs.tex
new file mode 100644
index 0000000..ec38e7c
--- /dev/null
+++ b/paper/figuresTables/NonSOControlsPoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{864} & \multicolumn{1}{c}{864} & \multicolumn{1}{c}{864} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControlsPoisES.html b/paper/figuresTables/NonSOControlsPoisES.html
new file mode 100644
index 0000000..d8115fa
--- /dev/null
+++ b/paper/figuresTables/NonSOControlsPoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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diff --git a/paper/figuresTables/NonSOControls_NonSOCurePoisDIDs.tex b/paper/figuresTables/NonSOControls_NonSOCurePoisDIDs.tex
new file mode 100644
index 0000000..fa6d6df
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_NonSOCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{432} & \multicolumn{1}{c}{432} & \multicolumn{1}{c}{432} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControls_NonSOCurePoisES.html b/paper/figuresTables/NonSOControls_NonSOCurePoisES.html
new file mode 100644
index 0000000..0bff64c
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_NonSOCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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diff --git a/paper/figuresTables/NonSOControls_SOAfterCurePoisDIDs.tex b/paper/figuresTables/NonSOControls_SOAfterCurePoisDIDs.tex
new file mode 100644
index 0000000..a5e4955
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOAfterCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{486} & \multicolumn{1}{c}{486} & \multicolumn{1}{c}{486} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControls_SOAfterCurePoisES.html b/paper/figuresTables/NonSOControls_SOAfterCurePoisES.html
new file mode 100644
index 0000000..b46ce0a
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOAfterCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new Error("too late; already running");return e}function w(t,n){var e=t.__transition;if(!e||!(e=e[n]))throw new Error("transition not found");return e}function g(t,n){var e,r,i,o=t.__transition,u=!0;if(o){for(i in n=null==n?null:n+"",o)(e=o[i]).name===n?(r=e.state>c&&e.state<_,e.state=v,e.timer.stop(),e.on.call(r?"interrupt":"cancel",t,t.__data__,e.index,e.group),delete o[i]):u=!1;u&&delete t.__transition}}function b(t,n,e){var r=t._id;return t.each(function(){var t=m(this,r);(t.value||(t.value={}))[n]=e.apply(this,arguments)}),function(t){return w(t,r).value[n]}}function x(t,n){var e;return("number"==typeof n?i.interpolateNumber:n instanceof o.color?i.interpolateRgb:(e=o.color(n))?(n=e,i.interpolateRgb):i.interpolateString)(t,n)}var A=n.selection.prototype.constructor;function E(t){return function(){this.style.removeProperty(t)}}var T=0;function N(t,n,e,r){this._groups=t,this._parents=n,this._name=e,this._id=r}function S(t){return n.selection().transition(t)}function q(){return++T}var C=n.selection.prototype;N.prototype=S.prototype={constructor:N,select:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selector(t));for(var i=this._groups,o=i.length,u=new Array(o),a=0;a<o;++a)for(var s,l,f=i[a],c=f.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=f[d])&&(l=t.call(s,s.__data__,d,f))&&("__data__"in s&&(l.__data__=s.__data__),h[d]=l,p(h[d],e,r,d,h,w(s,r)));return new N(u,this._parents,e,r)},selectAll:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selectorAll(t));for(var i=this._groups,o=i.length,u=[],a=[],s=0;s<o;++s)for(var l,f=i[s],c=f.length,h=0;h<c;++h)if(l=f[h]){for(var d,_=t.call(l,l.__data__,h,f),v=w(l,r),y=0,m=_.length;y<m;++y)(d=_[y])&&p(d,e,r,y,_,v);u.push(_),a.push(l)}return new N(u,a,e,r)},filter:function(t){"function"!=typeof t&&(t=n.matcher(t));for(var e=this._groups,r=e.length,i=new Array(r),o=0;o<r;++o)for(var u,a=e[o],s=a.length,l=i[o]=[],f=0;f<s;++f)(u=a[f])&&t.call(u,u.__data__,f,a)&&l.push(u);return new N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return u===o?null:u===r?i:i=n(r=u,e)}}:function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttribute(t);return u===o?null:u===r?i:i=n(r=u,e)}})(r,o,e))},attrTween:function(t,e){var r="attr."+t;if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==e)return this.tween(r,null);if("function"!=typeof e)throw new Error;var i=n.namespace(t);return this.tween(r,(i.local?function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttributeNS(t.space,t.local,n.call(this,e))}}(t,i)),e}return i._value=n,i}:function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttribute(t,n.call(this,e))}}(t,i)),e}return i._value=n,i})(i,e))},style:function(t,e,r){var o="transform"==(t+="")?i.interpolateTransformCss:x;return null==e?this.styleTween(t,function(t,e){var r,i,o;return function(){var u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return 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diff --git a/paper/figuresTables/NonSOControls_SOAfterCurePoisSODIDs.tex b/paper/figuresTables/NonSOControls_SOAfterCurePoisSODIDs.tex
new file mode 100644
index 0000000..a5e4955
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOAfterCurePoisSODIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{486} & \multicolumn{1}{c}{486} & \multicolumn{1}{c}{486} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControls_SOAfterCurePoisSOES.html b/paper/figuresTables/NonSOControls_SOAfterCurePoisSOES.html
new file mode 100644
index 0000000..a5fd162
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOAfterCurePoisSOES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
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+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
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+  // We can't count on jQuery being available, so we implement our own
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+  function querySelectorAll(scope, selector) {
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+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
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+  function asArray(value) {
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+  // Implement jQuery's extend
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+    }
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+    return target;
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+  // Replaces the specified method with the return value of funcSource.
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+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
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+  function delegateMethod(delegator, delegatee, methodName) {
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+
+      // The method doesn't exist on the delegatee. Instead,
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+      if (!method) {
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+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
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+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
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+      return el;
+    } else {
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+        arguments.length);
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+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
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+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
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+    } else if (obj.attachEvent) {
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+  }
+
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+    else if (obj.detachEvent) {
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+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/NonSOControls_SOBeforeCurePoisDIDs.tex b/paper/figuresTables/NonSOControls_SOBeforeCurePoisDIDs.tex
new file mode 100644
index 0000000..4b3e41e
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOBeforeCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{630} & \multicolumn{1}{c}{630} & \multicolumn{1}{c}{630} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControls_SOBeforeCurePoisES.html b/paper/figuresTables/NonSOControls_SOBeforeCurePoisES.html
new file mode 100644
index 0000000..7122efb
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOBeforeCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
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+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
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+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
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+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
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+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
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+
+      // The method doesn't exist on the delegatee. Instead,
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+      if (!method) {
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+      }
+
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+      }
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+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
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+        arguments.length);
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+  function escapeRegExp(str) {
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+
+  function hasClass(el, className) {
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+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
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+    }
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+  function on(obj, eventName, func) {
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+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
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+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
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+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
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+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
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+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
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+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
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+      // Is el inline or block? If inline or inline-block, just display:none it
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+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
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+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
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+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
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+    sizing: {}
+  };
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+  // - initialize (optional) - A function(el) that will be called once per
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+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
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+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var 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diff --git a/paper/figuresTables/NonSOControls_SOBeforeCurePoisSODIDs.tex b/paper/figuresTables/NonSOControls_SOBeforeCurePoisSODIDs.tex
new file mode 100644
index 0000000..4b3e41e
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOBeforeCurePoisSODIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{630} & \multicolumn{1}{c}{630} & \multicolumn{1}{c}{630} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/NonSOControls_SOBeforeCurePoisSOES.html b/paper/figuresTables/NonSOControls_SOBeforeCurePoisSOES.html
new file mode 100644
index 0000000..3ccf310
--- /dev/null
+++ b/paper/figuresTables/NonSOControls_SOBeforeCurePoisSOES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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diff --git a/paper/figuresTables/SOBeforeCurePoisSODIDs.tex b/paper/figuresTables/SOBeforeCurePoisSODIDs.tex
new file mode 100644
index 0000000..3aa2090
--- /dev/null
+++ b/paper/figuresTables/SOBeforeCurePoisSODIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{1,134} & \multicolumn{1}{c}{1,134} & \multicolumn{1}{c}{1,134} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/SOBeforeCurePoisSOES.html b/paper/figuresTables/SOBeforeCurePoisSOES.html
new file mode 100644
index 0000000..9bca276
--- /dev/null
+++ b/paper/figuresTables/SOBeforeCurePoisSOES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
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+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
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+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/cureDateHist.html b/paper/figuresTables/cureDateHist.html
new file mode 100644
index 0000000..e0f39fb
--- /dev/null
+++ b/paper/figuresTables/cureDateHist.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
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+    if (defn.find)
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+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/earlyCurePoisDIDs.tex b/paper/figuresTables/earlyCurePoisDIDs.tex
new file mode 100644
index 0000000..8f036b9
--- /dev/null
+++ b/paper/figuresTables/earlyCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{954} & \multicolumn{1}{c}{954} & \multicolumn{1}{c}{954} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/earlyCurePoisES.html b/paper/figuresTables/earlyCurePoisES.html
new file mode 100644
index 0000000..0c07efa
--- /dev/null
+++ b/paper/figuresTables/earlyCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
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+  // See if we're running in Shiny mode. If not, it's a static document.
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+  // We can't count on jQuery being available, so we implement our own
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+  function overrideMethod(target, methodName, funcSource) {
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+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
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+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
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+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
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+      });
+      return newArray;
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+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
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+  // Finds all elements in the scope that match the selector, and
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+  //
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+      selector = scope;
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+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
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+    return results;
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+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
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+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
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+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
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+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
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+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
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+    if (defn.find)
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+    if (defn.renderError)
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+    if (defn.clearError)
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+    return result;
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
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RegExp("^hsla\\("+[a,s,s,a]+"\\)$"),d={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function p(){return this.rgb().formatHex()}function b(){return this.rgb().formatRgb()}function y(t){var e,n;return t=(t+"").trim().toLowerCase(),(e=o.exec(t))?(n=e[1].length,e=parseInt(e[1],16),6===n?w(e):3===n?new M(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1):8===n?m(e>>24&255,e>>16&255,e>>8&255,(255&e)/255):4===n?m(e>>12&15|e>>8&240,e>>8&15|e>>4&240,e>>4&15|240&e,((15&e)<<4|15&e)/255):null):(e=h.exec(t))?new M(e[1],e[2],e[3],1):(e=l.exec(t))?new M(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=u.exec(t))?m(e[1],e[2],e[3],e[4]):(e=c.exec(t))?m(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=g.exec(t))?R(e[1],e[2]/100,e[3]/100,1):(e=f.exec(t))?R(e[1],e[2]/100,e[3]/100,e[4]):d.hasOwnProperty(t)?w(d[t]):"transparent"===t?new M(NaN,NaN,NaN,0):null}function w(t){return new M(t>>16&255,t>>8&255,255&t,1)}function m(t,e,n,i){return i<=0&&(t=e=n=NaN),new M(t,e,n,i)}function N(t){return t instanceof i||(t=y(t)),t?new M((t=t.rgb()).r,t.g,t.b,t.opacity):new M}function k(t,e,n,i){return 1===arguments.length?N(t):new M(t,e,n,null==i?1:i)}function M(t,e,n,i){this.r=+t,this.g=+e,this.b=+n,this.opacity=+i}function v(){return"#"+q(this.r)+q(this.g)+q(this.b)}function x(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"rgb(":"rgba(")+Math.max(0,Math.min(255,Math.round(this.r)||0))+", "+Math.max(0,Math.min(255,Math.round(this.g)||0))+", "+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?")":", "+t+")")}function q(t){return((t=Math.max(0,Math.min(255,Math.round(t)||0)))<16?"0":"")+t.toString(16)}function R(t,e,n,i){return i<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new H(t,e,n,i)}function E(t){if(t instanceof H)return new H(t.h,t.s,t.l,t.opacity);if(t instanceof i||(t=y(t)),!t)return new H;if(t instanceof H)return t;var e=(t=t.rgb()).r/255,n=t.g/255,r=t.b/255,a=Math.min(e,n,r),s=Math.max(e,n,r),o=NaN,h=s-a,l=(s+a)/2;return h?(o=e===s?(n-r)/h+6*(n<r):n===s?(r-e)/h+2:(e-n)/h+4,h/=l<.5?s+a:2-s-a,o*=60):h=l>0&&l<1?0:o,new H(o,h,l,t.opacity)}function $(t,e,n,i){return 1===arguments.length?E(t):new H(t,e,n,null==i?1:i)}function H(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}function j(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}e(i,y,{copy:function(t){return Object.assign(new this.constructor,this,t)},displayable:function(){return this.rgb().displayable()},hex:p,formatHex:p,formatHsl:function(){return E(this).formatHsl()},formatRgb:b,toString:b}),e(M,k,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return-.5<=this.r&&this.r<255.5&&-.5<=this.g&&this.g<255.5&&-.5<=this.b&&this.b<255.5&&0<=this.opacity&&this.opacity<=1},hex:v,formatHex:v,formatRgb:x,toString:x})),e(H,$,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new H(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new H(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,i=n+(n<.5?n:1-n)*e,r=2*n-i;return new M(j(t>=240?t-240:t+120,r,i),j(t,r,i),j(t<120?t+240:t-120,r,i),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1},formatHsl:function(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"hsl(":"hsla(")+(this.h||0)+", "+100*(this.s||0)+"%, "+100*(this.l||0)+"%"+(1===t?")":", "+t+")")}}));var O=Math.PI/180,P=180/Math.PI,I=.96422,S=1,_=.82521,z=4/29,C=6/29,L=3*C*C,A=C*C*C;function B(t){if(t instanceof F)return new F(t.l,t.a,t.b,t.opacity);if(t instanceof V)return W(t);t instanceof M||(t=N(t));var e,n,i=Q(t.r),r=Q(t.g),a=Q(t.b),s=G((.2225045*i+.7168786*r+.0606169*a)/S);return i===r&&r===a?e=n=s:(e=G((.4360747*i+.3850649*r+.1430804*a)/I),n=G((.0139322*i+.0971045*r+.7141733*a)/_)),new F(116*s-16,500*(e-s),200*(s-n),t.opacity)}function D(t,e,n,i){return 1===arguments.length?B(t):new F(t,e,n,null==i?1:i)}function F(t,e,n,i){this.l=+t,this.a=+e,this.b=+n,this.opacity=+i}function G(t){return t>A?Math.pow(t,1/3):t/L+z}function J(t){return t>C?t*t*t:L*(t-z)}function K(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function Q(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function T(t){if(t instanceof V)return new V(t.h,t.c,t.l,t.opacity);if(t instanceof F||(t=B(t)),0===t.a&&0===t.b)return new V(NaN,0<t.l&&t.l<100?0:NaN,t.l,t.opacity);var e=Math.atan2(t.b,t.a)*P;return new V(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function U(t,e,n,i){return 1===arguments.length?T(t):new V(t,e,n,null==i?1:i)}function V(t,e,n,i){this.h=+t,this.c=+e,this.l=+n,this.opacity=+i}function W(t){if(isNaN(t.h))return new F(t.l,0,0,t.opacity);var e=t.h*O;return new F(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}e(F,D,n(i,{brighter:function(t){return new F(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new F(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return new M(K(3.1338561*(e=I*J(e))-1.6168667*(t=S*J(t))-.4906146*(n=_*J(n))),K(-.9787684*e+1.9161415*t+.033454*n),K(.0719453*e-.2289914*t+1.4052427*n),this.opacity)}})),e(V,U,n(i,{brighter:function(t){return new V(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new V(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return W(this).rgb()}}));var X=-.14861,Y=1.78277,Z=-.29227,tt=-.90649,et=1.97294,nt=et*tt,it=et*Y,rt=Y*Z-tt*X;function at(t,e,n,i){return 1===arguments.length?function(t){if(t instanceof st)return new st(t.h,t.s,t.l,t.opacity);t instanceof M||(t=N(t));var e=t.r/255,n=t.g/255,i=t.b/255,r=(rt*i+nt*e-it*n)/(rt+nt-it),a=i-r,s=(et*(n-r)-Z*a)/tt,o=Math.sqrt(s*s+a*a)/(et*r*(1-r)),h=o?Math.atan2(s,a)*P-120:NaN;return new st(h<0?h+360:h,o,r,t.opacity)}(t):new st(t,e,n,null==i?1:i)}function st(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}e(st,at,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new st(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new st(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*O,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),i=Math.cos(t),r=Math.sin(t);return new M(255*(e+n*(X*i+Y*r)),255*(e+n*(Z*i+tt*r)),255*(e+n*(et*i)),this.opacity)}})),t.color=y,t.cubehelix=at,t.gray=function(t,e){return new F(t,0,0,null==e?1:e)},t.hcl=U,t.hsl=$,t.lab=D,t.lch=function(t,e,n,i){return 1===arguments.length?T(t):new V(n,e,t,null==i?1:i)},t.rgb=k,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/lateCurePoisDIDs.tex b/paper/figuresTables/lateCurePoisDIDs.tex
new file mode 100644
index 0000000..4025d0d
--- /dev/null
+++ b/paper/figuresTables/lateCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{1,062} & \multicolumn{1}{c}{1,062} & \multicolumn{1}{c}{1,062} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/lateCurePoisES.html b/paper/figuresTables/lateCurePoisES.html
new file mode 100644
index 0000000..0d08568
--- /dev/null
+++ b/paper/figuresTables/lateCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+
+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";function e(t,e,n){t.prototype=e.prototype=n,n.constructor=t}function n(t,e){var n=Object.create(t.prototype);for(var i in e)n[i]=e[i];return n}function i(){}var r="\\s*([+-]?\\d+)\\s*",a="\\s*([+-]?\\d*\\.?\\d+(?:[eE][+-]?\\d+)?)\\s*",s="\\s*([+-]?\\d*\\.?\\d+(?:[eE][+-]?\\d+)?)%\\s*",o=/^#([0-9a-f]{3,8})$/,h=new RegExp("^rgb\\("+[r,r,r]+"\\)$"),l=new RegExp("^rgb\\("+[s,s,s]+"\\)$"),u=new RegExp("^rgba\\("+[r,r,r,a]+"\\)$"),c=new RegExp("^rgba\\("+[s,s,s,a]+"\\)$"),g=new RegExp("^hsl\\("+[a,s,s]+"\\)$"),f=new RegExp("^hsla\\("+[a,s,s,a]+"\\)$"),d={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function p(){return this.rgb().formatHex()}function b(){return this.rgb().formatRgb()}function y(t){var e,n;return t=(t+"").trim().toLowerCase(),(e=o.exec(t))?(n=e[1].length,e=parseInt(e[1],16),6===n?w(e):3===n?new M(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1):8===n?m(e>>24&255,e>>16&255,e>>8&255,(255&e)/255):4===n?m(e>>12&15|e>>8&240,e>>8&15|e>>4&240,e>>4&15|240&e,((15&e)<<4|15&e)/255):null):(e=h.exec(t))?new M(e[1],e[2],e[3],1):(e=l.exec(t))?new M(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=u.exec(t))?m(e[1],e[2],e[3],e[4]):(e=c.exec(t))?m(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=g.exec(t))?R(e[1],e[2]/100,e[3]/100,1):(e=f.exec(t))?R(e[1],e[2]/100,e[3]/100,e[4]):d.hasOwnProperty(t)?w(d[t]):"transparent"===t?new M(NaN,NaN,NaN,0):null}function w(t){return new M(t>>16&255,t>>8&255,255&t,1)}function m(t,e,n,i){return i<=0&&(t=e=n=NaN),new M(t,e,n,i)}function N(t){return t instanceof i||(t=y(t)),t?new M((t=t.rgb()).r,t.g,t.b,t.opacity):new M}function k(t,e,n,i){return 1===arguments.length?N(t):new M(t,e,n,null==i?1:i)}function M(t,e,n,i){this.r=+t,this.g=+e,this.b=+n,this.opacity=+i}function v(){return"#"+q(this.r)+q(this.g)+q(this.b)}function x(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"rgb(":"rgba(")+Math.max(0,Math.min(255,Math.round(this.r)||0))+", "+Math.max(0,Math.min(255,Math.round(this.g)||0))+", "+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?")":", "+t+")")}function q(t){return((t=Math.max(0,Math.min(255,Math.round(t)||0)))<16?"0":"")+t.toString(16)}function R(t,e,n,i){return i<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new H(t,e,n,i)}function E(t){if(t instanceof H)return new H(t.h,t.s,t.l,t.opacity);if(t instanceof i||(t=y(t)),!t)return new H;if(t instanceof H)return t;var e=(t=t.rgb()).r/255,n=t.g/255,r=t.b/255,a=Math.min(e,n,r),s=Math.max(e,n,r),o=NaN,h=s-a,l=(s+a)/2;return h?(o=e===s?(n-r)/h+6*(n<r):n===s?(r-e)/h+2:(e-n)/h+4,h/=l<.5?s+a:2-s-a,o*=60):h=l>0&&l<1?0:o,new H(o,h,l,t.opacity)}function $(t,e,n,i){return 1===arguments.length?E(t):new H(t,e,n,null==i?1:i)}function H(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}function j(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}e(i,y,{copy:function(t){return Object.assign(new this.constructor,this,t)},displayable:function(){return this.rgb().displayable()},hex:p,formatHex:p,formatHsl:function(){return E(this).formatHsl()},formatRgb:b,toString:b}),e(M,k,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return-.5<=this.r&&this.r<255.5&&-.5<=this.g&&this.g<255.5&&-.5<=this.b&&this.b<255.5&&0<=this.opacity&&this.opacity<=1},hex:v,formatHex:v,formatRgb:x,toString:x})),e(H,$,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new H(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new H(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,i=n+(n<.5?n:1-n)*e,r=2*n-i;return new M(j(t>=240?t-240:t+120,r,i),j(t,r,i),j(t<120?t+240:t-120,r,i),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1},formatHsl:function(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"hsl(":"hsla(")+(this.h||0)+", "+100*(this.s||0)+"%, "+100*(this.l||0)+"%"+(1===t?")":", "+t+")")}}));var O=Math.PI/180,P=180/Math.PI,I=.96422,S=1,_=.82521,z=4/29,C=6/29,L=3*C*C,A=C*C*C;function B(t){if(t instanceof F)return new F(t.l,t.a,t.b,t.opacity);if(t instanceof V)return W(t);t instanceof M||(t=N(t));var e,n,i=Q(t.r),r=Q(t.g),a=Q(t.b),s=G((.2225045*i+.7168786*r+.0606169*a)/S);return i===r&&r===a?e=n=s:(e=G((.4360747*i+.3850649*r+.1430804*a)/I),n=G((.0139322*i+.0971045*r+.7141733*a)/_)),new F(116*s-16,500*(e-s),200*(s-n),t.opacity)}function D(t,e,n,i){return 1===arguments.length?B(t):new F(t,e,n,null==i?1:i)}function F(t,e,n,i){this.l=+t,this.a=+e,this.b=+n,this.opacity=+i}function G(t){return t>A?Math.pow(t,1/3):t/L+z}function J(t){return t>C?t*t*t:L*(t-z)}function K(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function Q(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function T(t){if(t instanceof V)return new V(t.h,t.c,t.l,t.opacity);if(t instanceof F||(t=B(t)),0===t.a&&0===t.b)return new V(NaN,0<t.l&&t.l<100?0:NaN,t.l,t.opacity);var e=Math.atan2(t.b,t.a)*P;return new V(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function U(t,e,n,i){return 1===arguments.length?T(t):new V(t,e,n,null==i?1:i)}function V(t,e,n,i){this.h=+t,this.c=+e,this.l=+n,this.opacity=+i}function W(t){if(isNaN(t.h))return new F(t.l,0,0,t.opacity);var e=t.h*O;return new F(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}e(F,D,n(i,{brighter:function(t){return new F(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new F(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return new M(K(3.1338561*(e=I*J(e))-1.6168667*(t=S*J(t))-.4906146*(n=_*J(n))),K(-.9787684*e+1.9161415*t+.033454*n),K(.0719453*e-.2289914*t+1.4052427*n),this.opacity)}})),e(V,U,n(i,{brighter:function(t){return new V(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new V(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return W(this).rgb()}}));var X=-.14861,Y=1.78277,Z=-.29227,tt=-.90649,et=1.97294,nt=et*tt,it=et*Y,rt=Y*Z-tt*X;function at(t,e,n,i){return 1===arguments.length?function(t){if(t instanceof st)return new st(t.h,t.s,t.l,t.opacity);t instanceof M||(t=N(t));var e=t.r/255,n=t.g/255,i=t.b/255,r=(rt*i+nt*e-it*n)/(rt+nt-it),a=i-r,s=(et*(n-r)-Z*a)/tt,o=Math.sqrt(s*s+a*a)/(et*r*(1-r)),h=o?Math.atan2(s,a)*P-120:NaN;return new st(h<0?h+360:h,o,r,t.opacity)}(t):new st(t,e,n,null==i?1:i)}function st(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}e(st,at,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new st(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new st(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*O,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),i=Math.cos(t),r=Math.sin(t);return new M(255*(e+n*(X*i+Y*r)),255*(e+n*(Z*i+tt*r)),255*(e+n*(et*i)),this.opacity)}})),t.color=y,t.cubehelix=at,t.gray=function(t,e){return new F(t,0,0,null==e?1:e)},t.hcl=U,t.hsl=$,t.lab=D,t.lch=function(t,e,n,i){return 1===arguments.length?T(t):new V(n,e,t,null==i?1:i)},t.rgb=k,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/mainPoisDIDs.tex b/paper/figuresTables/mainPoisDIDs.tex
new file mode 100644
index 0000000..54a0a31
--- /dev/null
+++ b/paper/figuresTables/mainPoisDIDs.tex
@@ -0,0 +1,22 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+ Cure Implemented & -0.151^{***} & -0.126^{***} & -0.176^{***} \\ 
+  & (0.033) & (0.037) & (0.043) \\ 
+  Years of Cure &  & -0.010 & 0.031 \\ 
+  &  & (0.007) & (0.020) \\ 
+  Years of Cure Sq. &  &  & -0.005^{**} \\ 
+  &  &  & (0.002) \\ 
+  Constant &  &  &  \\ 
+  &  &  &  \\ 
+ Observations & \multicolumn{1}{c}{1,368} & \multicolumn{1}{c}{1,368} & \multicolumn{1}{c}{1,368} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/mainPoisES.html b/paper/figuresTables/mainPoisES.html
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diff --git a/paper/figuresTables/mainPoisES.tex b/paper/figuresTables/mainPoisES.tex
new file mode 100644
index 0000000..32b7b90
--- /dev/null
+++ b/paper/figuresTables/mainPoisES.tex
@@ -0,0 +1,31 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{1}{c}{Log Change in Shootings} \\ 
+\hline \\[-1.8ex] 
+ <=6 years pre-Cure & -0.021 \\ 
+  & (0.057) \\ 
+  5 years pre-Cure & -0.045 \\ 
+  & (0.062) \\ 
+  4 years pre-Cure & -0.024 \\ 
+  & (0.061) \\ 
+  3 years pre-Cure & -0.015 \\ 
+  & (0.058) \\ 
+  2 years pre-Cure & 0.009 \\ 
+  & (0.066) \\ 
+  Cure start year & -0.186^{***} \\ 
+  & (0.065) \\ 
+  1 year post-Cure & -0.159^{**} \\ 
+  & (0.064) \\ 
+  2 years post-Cure & -0.176^{**} \\ 
+  & (0.079) \\ 
+  >=3 years post-Cure & -0.149^{***} \\ 
+  & (0.057) \\ 
+ Observations & \multicolumn{1}{c}{1,368} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/midCurePoisDIDs.tex b/paper/figuresTables/midCurePoisDIDs.tex
new file mode 100644
index 0000000..4610b1f
--- /dev/null
+++ b/paper/figuresTables/midCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{1,080} & \multicolumn{1}{c}{1,080} & \multicolumn{1}{c}{1,080} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/midCurePoisES.html b/paper/figuresTables/midCurePoisES.html
new file mode 100644
index 0000000..947dbb7
--- /dev/null
+++ b/paper/figuresTables/midCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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new file mode 100644
index 0000000..383f53e
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+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
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+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
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+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
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+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
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+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
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+      return newArray;
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+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
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+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
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+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
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+  };
+
+  // Finds the first element in the scope that matches the selector,
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+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
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+      if (handler) {
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+      }
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+  }
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+  // Register the given callback function to be invoked after the
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+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
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+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
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+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
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+      type: defn.type,
+      initialize: function(el, width, height) {
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+      renderValue: function(el, x, instance) {
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+    if (defn.find)
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
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RegExp("^hsla\\("+[a,s,s,a]+"\\)$"),d={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function p(){return this.rgb().formatHex()}function b(){return this.rgb().formatRgb()}function y(t){var e,n;return t=(t+"").trim().toLowerCase(),(e=o.exec(t))?(n=e[1].length,e=parseInt(e[1],16),6===n?w(e):3===n?new M(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1):8===n?m(e>>24&255,e>>16&255,e>>8&255,(255&e)/255):4===n?m(e>>12&15|e>>8&240,e>>8&15|e>>4&240,e>>4&15|240&e,((15&e)<<4|15&e)/255):null):(e=h.exec(t))?new M(e[1],e[2],e[3],1):(e=l.exec(t))?new M(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=u.exec(t))?m(e[1],e[2],e[3],e[4]):(e=c.exec(t))?m(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=g.exec(t))?R(e[1],e[2]/100,e[3]/100,1):(e=f.exec(t))?R(e[1],e[2]/100,e[3]/100,e[4]):d.hasOwnProperty(t)?w(d[t]):"transparent"===t?new M(NaN,NaN,NaN,0):null}function w(t){return new M(t>>16&255,t>>8&255,255&t,1)}function m(t,e,n,i){return i<=0&&(t=e=n=NaN),new M(t,e,n,i)}function N(t){return t instanceof i||(t=y(t)),t?new M((t=t.rgb()).r,t.g,t.b,t.opacity):new M}function k(t,e,n,i){return 1===arguments.length?N(t):new M(t,e,n,null==i?1:i)}function M(t,e,n,i){this.r=+t,this.g=+e,this.b=+n,this.opacity=+i}function v(){return"#"+q(this.r)+q(this.g)+q(this.b)}function x(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"rgb(":"rgba(")+Math.max(0,Math.min(255,Math.round(this.r)||0))+", "+Math.max(0,Math.min(255,Math.round(this.g)||0))+", "+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?")":", "+t+")")}function q(t){return((t=Math.max(0,Math.min(255,Math.round(t)||0)))<16?"0":"")+t.toString(16)}function R(t,e,n,i){return i<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new H(t,e,n,i)}function E(t){if(t instanceof H)return new H(t.h,t.s,t.l,t.opacity);if(t instanceof i||(t=y(t)),!t)return new H;if(t instanceof H)return t;var e=(t=t.rgb()).r/255,n=t.g/255,r=t.b/255,a=Math.min(e,n,r),s=Math.max(e,n,r),o=NaN,h=s-a,l=(s+a)/2;return h?(o=e===s?(n-r)/h+6*(n<r):n===s?(r-e)/h+2:(e-n)/h+4,h/=l<.5?s+a:2-s-a,o*=60):h=l>0&&l<1?0:o,new H(o,h,l,t.opacity)}function $(t,e,n,i){return 1===arguments.length?E(t):new H(t,e,n,null==i?1:i)}function H(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}function j(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}e(i,y,{copy:function(t){return Object.assign(new this.constructor,this,t)},displayable:function(){return this.rgb().displayable()},hex:p,formatHex:p,formatHsl:function(){return E(this).formatHsl()},formatRgb:b,toString:b}),e(M,k,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new M(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return-.5<=this.r&&this.r<255.5&&-.5<=this.g&&this.g<255.5&&-.5<=this.b&&this.b<255.5&&0<=this.opacity&&this.opacity<=1},hex:v,formatHex:v,formatRgb:x,toString:x})),e(H,$,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new H(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new H(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,i=n+(n<.5?n:1-n)*e,r=2*n-i;return new M(j(t>=240?t-240:t+120,r,i),j(t,r,i),j(t<120?t+240:t-120,r,i),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1},formatHsl:function(){var t=this.opacity;return(1===(t=isNaN(t)?1:Math.max(0,Math.min(1,t)))?"hsl(":"hsla(")+(this.h||0)+", "+100*(this.s||0)+"%, "+100*(this.l||0)+"%"+(1===t?")":", "+t+")")}}));var O=Math.PI/180,P=180/Math.PI,I=.96422,S=1,_=.82521,z=4/29,C=6/29,L=3*C*C,A=C*C*C;function B(t){if(t instanceof F)return new F(t.l,t.a,t.b,t.opacity);if(t instanceof V)return W(t);t instanceof M||(t=N(t));var e,n,i=Q(t.r),r=Q(t.g),a=Q(t.b),s=G((.2225045*i+.7168786*r+.0606169*a)/S);return i===r&&r===a?e=n=s:(e=G((.4360747*i+.3850649*r+.1430804*a)/I),n=G((.0139322*i+.0971045*r+.7141733*a)/_)),new F(116*s-16,500*(e-s),200*(s-n),t.opacity)}function D(t,e,n,i){return 1===arguments.length?B(t):new F(t,e,n,null==i?1:i)}function F(t,e,n,i){this.l=+t,this.a=+e,this.b=+n,this.opacity=+i}function G(t){return t>A?Math.pow(t,1/3):t/L+z}function J(t){return t>C?t*t*t:L*(t-z)}function K(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function Q(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function T(t){if(t instanceof V)return new V(t.h,t.c,t.l,t.opacity);if(t instanceof F||(t=B(t)),0===t.a&&0===t.b)return new V(NaN,0<t.l&&t.l<100?0:NaN,t.l,t.opacity);var e=Math.atan2(t.b,t.a)*P;return new V(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function U(t,e,n,i){return 1===arguments.length?T(t):new V(t,e,n,null==i?1:i)}function V(t,e,n,i){this.h=+t,this.c=+e,this.l=+n,this.opacity=+i}function W(t){if(isNaN(t.h))return new F(t.l,0,0,t.opacity);var e=t.h*O;return new F(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}e(F,D,n(i,{brighter:function(t){return new F(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new F(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return new M(K(3.1338561*(e=I*J(e))-1.6168667*(t=S*J(t))-.4906146*(n=_*J(n))),K(-.9787684*e+1.9161415*t+.033454*n),K(.0719453*e-.2289914*t+1.4052427*n),this.opacity)}})),e(V,U,n(i,{brighter:function(t){return new V(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new V(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return W(this).rgb()}}));var X=-.14861,Y=1.78277,Z=-.29227,tt=-.90649,et=1.97294,nt=et*tt,it=et*Y,rt=Y*Z-tt*X;function at(t,e,n,i){return 1===arguments.length?function(t){if(t instanceof st)return new st(t.h,t.s,t.l,t.opacity);t instanceof M||(t=N(t));var e=t.r/255,n=t.g/255,i=t.b/255,r=(rt*i+nt*e-it*n)/(rt+nt-it),a=i-r,s=(et*(n-r)-Z*a)/tt,o=Math.sqrt(s*s+a*a)/(et*r*(1-r)),h=o?Math.atan2(s,a)*P-120:NaN;return new st(h<0?h+360:h,o,r,t.opacity)}(t):new st(t,e,n,null==i?1:i)}function st(t,e,n,i){this.h=+t,this.s=+e,this.l=+n,this.opacity=+i}e(st,at,n(i,{brighter:function(t){return t=null==t?1/.7:Math.pow(1/.7,t),new st(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?.7:Math.pow(.7,t),new st(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*O,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),i=Math.cos(t),r=Math.sin(t);return new M(255*(e+n*(X*i+Y*r)),255*(e+n*(Z*i+tt*r)),255*(e+n*(et*i)),this.opacity)}})),t.color=y,t.cubehelix=at,t.gray=function(t,e){return new F(t,0,0,null==e?1:e)},t.hcl=U,t.hsl=$,t.lab=D,t.lch=function(t,e,n,i){return 1===arguments.length?T(t):new V(n,e,t,null==i?1:i)},t.rgb=k,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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HcmV?d00001

diff --git a/paper/figuresTables/numShootings_byYear.html b/paper/figuresTables/numShootings_byYear.html
new file mode 100644
index 0000000..9815c93
--- /dev/null
+++ b/paper/figuresTables/numShootings_byYear.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";function e(t,e,n){t.prototype=e.prototype=n,n.constructor=t}function n(t,e){var n=Object.create(t.prototype);for(var i in e)n[i]=e[i];return n}function i(){}var r="\\s*([+-]?\\d+)\\s*",a="\\s*([+-]?\\d*\\.?\\d+(?:[eE][+-]?\\d+)?)\\s*",s="\\s*([+-]?\\d*\\.?\\d+(?:[eE][+-]?\\d+)?)%\\s*",o=/^#([0-9a-f]{3,8})$/,h=new RegExp("^rgb\\("+[r,r,r]+"\\)$"),l=new RegExp("^rgb\\("+[s,s,s]+"\\)$"),u=new RegExp("^rgba\\("+[r,r,r,a]+"\\)$"),c=new RegExp("^rgba\\("+[s,s,s,a]+"\\)$"),g=new RegExp("^hsl\\("+[a,s,s]+"\\)$"),f=new RegExp("^hsla\\("+[a,s,s,a]+"\\)$"),d={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function 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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var 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arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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diff --git a/paper/figuresTables/numShootings_byYearCure.html b/paper/figuresTables/numShootings_byYearCure.html
new file mode 100644
index 0000000..b1d9158
--- /dev/null
+++ b/paper/figuresTables/numShootings_byYearCure.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
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+  // See if we're running in Shiny mode. If not, it's a static document.
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+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/onlyControlsPoisSODIDs.tex b/paper/figuresTables/onlyControlsPoisSODIDs.tex
new file mode 100644
index 0000000..ec38e7c
--- /dev/null
+++ b/paper/figuresTables/onlyControlsPoisSODIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{864} & \multicolumn{1}{c}{864} & \multicolumn{1}{c}{864} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/onlyControlsPoisSOES.html b/paper/figuresTables/onlyControlsPoisSOES.html
new file mode 100644
index 0000000..269acf1
--- /dev/null
+++ b/paper/figuresTables/onlyControlsPoisSOES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
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+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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R=D(function(t){return"none"===t?q:(A||(A=document.createElement("DIV"),N=document.documentElement,C=document.defaultView),A.style.transform=t,t=C.getComputedStyle(N.appendChild(A),null).getPropertyValue("transform"),N.removeChild(A),k(+(t=t.slice(7,-1).split(","))[0],+t[1],+t[2],+t[3],+t[4],+t[5]))},"px, ","px)","deg)"),S=D(function(t){return null==t?q:(Y||(Y=document.createElementNS("http://www.w3.org/2000/svg","g")),Y.setAttribute("transform",t),(t=Y.transform.baseVal.consolidate())?k((t=t.matrix).a,t.b,t.c,t.d,t.e,t.f):q)},", ",")",")"),V=Math.SQRT2,B=2,E=4,H=1e-12;function I(t){return((t=Math.exp(t))+1/t)/2}function L(t){return function(r,e){var a=t((r=n.hsl(r)).h,(e=n.hsl(e)).h),o=c(r.s,e.s),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.s=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var T=L(i),O=L(c);function P(t){return function(r,e){var a=t((r=n.hcl(r)).h,(e=n.hcl(e)).h),o=c(r.c,e.c),u=c(r.l,e.l),i=c(r.opacity,e.opacity);return function(t){return r.h=a(t),r.c=o(t),r.l=u(t),r.opacity=i(t),r+""}}}var _=P(i),z=P(c);function Q(t){return function r(e){function a(r,a){var o=t((r=n.cubehelix(r)).h,(a=n.cubehelix(a)).h),u=c(r.s,a.s),i=c(r.l,a.l),l=c(r.opacity,a.opacity);return function(t){return r.h=o(t),r.s=u(t),r.l=i(Math.pow(t,e)),r.opacity=l(t),r+""}}return e=+e,a.gamma=r,a}(1)}var Z=Q(i),F=Q(c);t.interpolate=X,t.interpolateArray=function(t,n){return(g(n)?v:d)(t,n)},t.interpolateBasis=e,t.interpolateBasisClosed=a,t.interpolateCubehelix=Z,t.interpolateCubehelixLong=F,t.interpolateDate=y,t.interpolateDiscrete=function(t){var n=t.length;return function(r){return t[Math.max(0,Math.min(n-1,Math.floor(r*n)))]}},t.interpolateHcl=_,t.interpolateHclLong=z,t.interpolateHsl=T,t.interpolateHslLong=O,t.interpolateHue=function(t,n){var r=i(+t,+n);return function(t){var n=r(t);return n-360*Math.floor(n/360)}},t.interpolateLab=function(t,r){var e=c((t=n.lab(t)).l,(r=n.lab(r)).l),a=c(t.a,r.a),o=c(t.b,r.b),u=c(t.opacity,r.opacity);return function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return this.__zoom||c}function d(){return-i.event.deltaY*(1===i.event.deltaMode?.05:i.event.deltaMode?1:.002)}function y(){return navigator.maxTouchPoints||"ontouchstart"in this}function z(t,n,e){var o=t.invertX(n[0][0])-e[0][0],i=t.invertX(n[1][0])-e[1][0],u=t.invertY(n[0][1])-e[0][1],r=t.invertY(n[1][1])-e[1][1];return t.translate(i>o?(o+i)/2:Math.min(0,o)||Math.max(0,i),r>u?(u+r)/2:Math.min(0,u)||Math.max(0,r))}a.prototype=h.prototype,t.zoom=function(){var t,a,_=m,g=p,x=z,k=d,w=y,M=[0,1/0],T=[[-1/0,-1/0],[1/0,1/0]],b=250,Y=o.interpolateZoom,X=n.dispatch("start","zoom","end"),q=500,E=150,V=0;function B(t){t.property("__zoom",v).on("wheel.zoom",K).on("mousedown.zoom",A).on("dblclick.zoom",H).filter(w).on("touchstart.zoom",N).on("touchmove.zoom",O).on("touchend.zoom touchcancel.zoom",W).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function D(t,n){return(n=Math.max(M[0],Math.min(M[1],n)))===t.k?t:new h(n,t.x,t.y)}function P(t,n,e){var o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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diff --git a/paper/figuresTables/onlyCurePoisDIDs.tex b/paper/figuresTables/onlyCurePoisDIDs.tex
new file mode 100644
index 0000000..0c35184
--- /dev/null
+++ b/paper/figuresTables/onlyCurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{504} & \multicolumn{1}{c}{504} & \multicolumn{1}{c}{504} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/onlyCurePoisES.html b/paper/figuresTables/onlyCurePoisES.html
new file mode 100644
index 0000000..305dcd0
--- /dev/null
+++ b/paper/figuresTables/onlyCurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new Error("too late; already running");return e}function w(t,n){var e=t.__transition;if(!e||!(e=e[n]))throw new Error("transition not found");return e}function g(t,n){var e,r,i,o=t.__transition,u=!0;if(o){for(i in n=null==n?null:n+"",o)(e=o[i]).name===n?(r=e.state>c&&e.state<_,e.state=v,e.timer.stop(),e.on.call(r?"interrupt":"cancel",t,t.__data__,e.index,e.group),delete o[i]):u=!1;u&&delete t.__transition}}function b(t,n,e){var r=t._id;return t.each(function(){var t=m(this,r);(t.value||(t.value={}))[n]=e.apply(this,arguments)}),function(t){return w(t,r).value[n]}}function x(t,n){var e;return("number"==typeof n?i.interpolateNumber:n instanceof o.color?i.interpolateRgb:(e=o.color(n))?(n=e,i.interpolateRgb):i.interpolateString)(t,n)}var A=n.selection.prototype.constructor;function E(t){return function(){this.style.removeProperty(t)}}var T=0;function N(t,n,e,r){this._groups=t,this._parents=n,this._name=e,this._id=r}function S(t){return n.selection().transition(t)}function q(){return++T}var C=n.selection.prototype;N.prototype=S.prototype={constructor:N,select:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selector(t));for(var i=this._groups,o=i.length,u=new Array(o),a=0;a<o;++a)for(var s,l,f=i[a],c=f.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=f[d])&&(l=t.call(s,s.__data__,d,f))&&("__data__"in s&&(l.__data__=s.__data__),h[d]=l,p(h[d],e,r,d,h,w(s,r)));return new N(u,this._parents,e,r)},selectAll:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selectorAll(t));for(var i=this._groups,o=i.length,u=[],a=[],s=0;s<o;++s)for(var l,f=i[s],c=f.length,h=0;h<c;++h)if(l=f[h]){for(var d,_=t.call(l,l.__data__,h,f),v=w(l,r),y=0,m=_.length;y<m;++y)(d=_[y])&&p(d,e,r,y,_,v);u.push(_),a.push(l)}return new N(u,a,e,r)},filter:function(t){"function"!=typeof t&&(t=n.matcher(t));for(var e=this._groups,r=e.length,i=new Array(r),o=0;o<r;++o)for(var u,a=e[o],s=a.length,l=i[o]=[],f=0;f<s;++f)(u=a[f])&&t.call(u,u.__data__,f,a)&&l.push(u);return new N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return u===o?null:u===r?i:i=n(r=u,e)}}:function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttribute(t);return u===o?null:u===r?i:i=n(r=u,e)}})(r,o,e))},attrTween:function(t,e){var r="attr."+t;if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==e)return this.tween(r,null);if("function"!=typeof e)throw new Error;var i=n.namespace(t);return this.tween(r,(i.local?function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttributeNS(t.space,t.local,n.call(this,e))}}(t,i)),e}return i._value=n,i}:function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttribute(t,n.call(this,e))}}(t,i)),e}return i._value=n,i})(i,e))},style:function(t,e,r){var o="transform"==(t+="")?i.interpolateTransformCss:x;return null==e?this.styleTween(t,function(t,e){var r,i,o;return function(){var u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return 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diff --git a/paper/figuresTables/pre2019CurePoisDIDs.tex b/paper/figuresTables/pre2019CurePoisDIDs.tex
new file mode 100644
index 0000000..60c4688
--- /dev/null
+++ b/paper/figuresTables/pre2019CurePoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{1,170} & \multicolumn{1}{c}{1,170} & \multicolumn{1}{c}{1,170} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/pre2019CurePoisES.html b/paper/figuresTables/pre2019CurePoisES.html
new file mode 100644
index 0000000..6c6e64a
--- /dev/null
+++ b/paper/figuresTables/pre2019CurePoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
+<script>// https://d3js.org/d3-selection/ v1.4.2 Copyright 2020 Mike Bostock
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function(n){return t.l=e(n),t.a=a(n),t.b=o(n),t.opacity=u(n),t+""}},t.interpolateNumber=m,t.interpolateNumberArray=v,t.interpolateObject=M,t.interpolateRgb=f,t.interpolateRgbBasis=p,t.interpolateRgbBasisClosed=h,t.interpolateRound=function(t,n){return t=+t,n=+n,function(r){return Math.round(t*(1-r)+n*r)}},t.interpolateString=w,t.interpolateTransformCss=R,t.interpolateTransformSvg=S,t.interpolateZoom=function(t,n){var r,e,a=t[0],o=t[1],u=t[2],i=n[0],l=n[1],c=n[2],f=i-a,s=l-o,p=f*f+s*s;if(p<H)e=Math.log(c/u)/V,r=function(t){return[a+t*f,o+t*s,u*Math.exp(V*t*e)]};else{var h=Math.sqrt(p),v=(c*c-u*u+E*p)/(2*u*B*h),g=(c*c-u*u-E*p)/(2*c*B*h),d=Math.log(Math.sqrt(v*v+1)-v),y=Math.log(Math.sqrt(g*g+1)-g);e=(y-d)/V,r=function(t){var n,r=t*e,i=I(d),l=u/(B*h)*(i*(n=V*r+d,((n=Math.exp(2*n))-1)/(n+1))-function(t){return((t=Math.exp(t))-1/t)/2}(d));return[a+l*f,o+l*s,u*i/I(V*r+d)]}}return r.duration=1e3*e,r},t.piecewise=function(t,n){for(var r=0,e=n.length-1,a=n[0],o=new 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new 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N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return 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u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return t*this.k+this.y},invert:function(t){return[(t[0]-this.x)/this.k,(t[1]-this.y)/this.k]},invertX:function(t){return(t-this.x)/this.k},invertY:function(t){return(t-this.y)/this.k},rescaleX:function(t){return t.copy().domain(t.range().map(this.invertX,this).map(t.invert,t))},rescaleY:function(t){return t.copy().domain(t.range().map(this.invertY,this).map(t.invert,t))},toString:function(){return"translate("+this.x+","+this.y+") scale("+this.k+")"}};var c=new h(1,0,0);function a(t){for(;!t.__zoom;)if(!(t=t.parentNode))return c;return t.__zoom}function f(){i.event.stopImmediatePropagation()}function l(){i.event.preventDefault(),i.event.stopImmediatePropagation()}function m(){return!i.event.ctrlKey&&!i.event.button}function p(){var t=this;return t instanceof SVGElement?(t=t.ownerSVGElement||t).hasAttribute("viewBox")?[[(t=t.viewBox.baseVal).x,t.y],[t.x+t.width,t.y+t.height]]:[[0,0],[t.width.baseVal.value,t.height.baseVal.value]]:[[0,0],[t.clientWidth,t.clientHeight]]}function v(){return 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o=n[0]-e[0]*t.k,i=n[1]-e[1]*t.k;return o===t.x&&i===t.y?t:new h(t.k,o,i)}function I(t){return[(+t[0][0]+ +t[1][0])/2,(+t[0][1]+ +t[1][1])/2]}function S(t,n,e){t.on("start.zoom",function(){j(this,arguments).start()}).on("interrupt.zoom end.zoom",function(){j(this,arguments).end()}).tween("zoom",function(){var t=this,o=arguments,i=j(t,o),u=g.apply(t,o),r=null==e?I(u):"function"==typeof e?e.apply(t,o):e,s=Math.max(u[1][0]-u[0][0],u[1][1]-u[0][1]),c=t.__zoom,a="function"==typeof n?n.apply(t,o):n,f=Y(c.invert(r).concat(s/c.k),a.invert(r).concat(s/a.k));return function(t){if(1===t)t=a;else{var n=f(t),e=s/n[2];t=new h(e,r[0]-n[0]*e,r[1]-n[1]*e)}i.zoom(null,t)}})}function j(t,n,e){return!e&&t.__zooming||new G(t,n)}function G(t,n){this.that=t,this.args=n,this.active=0,this.extent=g.apply(t,n),this.taps=0}function K(){if(_.apply(this,arguments)){var t=j(this,arguments),n=this.__zoom,e=Math.max(M[0],Math.min(M[1],n.k*Math.pow(2,k.apply(this,arguments)))),o=i.mouse(this);if(t.wheel)t.mouse[0][0]===o[0]&&t.mouse[0][1]===o[1]||(t.mouse[1]=n.invert(t.mouse[0]=o)),clearTimeout(t.wheel);else{if(n.k===e)return;t.mouse=[o,n.invert(o)],u.interrupt(this),t.start()}l(),t.wheel=setTimeout(function(){t.wheel=null,t.end()},E),t.zoom("mouse",x(P(D(n,e),t.mouse[0],t.mouse[1]),t.extent,T))}}function A(){if(!a&&_.apply(this,arguments)){var t=j(this,arguments,!0),n=i.select(i.event.view).on("mousemove.zoom",function(){if(l(),!t.moved){var n=i.event.clientX-r,e=i.event.clientY-s;t.moved=n*n+e*e>V}t.zoom("mouse",x(P(t.that.__zoom,t.mouse[0]=i.mouse(t.that),t.mouse[1]),t.extent,T))},!0).on("mouseup.zoom",function(){n.on("mousemove.zoom 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+</script>
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diff --git a/paper/figuresTables/preCovidPoisDIDs.tex b/paper/figuresTables/preCovidPoisDIDs.tex
new file mode 100644
index 0000000..affa682
--- /dev/null
+++ b/paper/figuresTables/preCovidPoisDIDs.tex
@@ -0,0 +1,14 @@
+
+\begin{table}[!htbp] \centering 
+  \caption{} 
+  \label{} 
+\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
+\\[-1.8ex]\hline 
+\hline \\[-1.8ex] 
+\\[-1.8ex] & \multicolumn{3}{c}{Log Change in Shootings} \\ 
+\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
+\hline \\[-1.8ex] 
+Observations & \multicolumn{1}{c}{910} & \multicolumn{1}{c}{910} & \multicolumn{1}{c}{910} \\ 
+\hline \\[-1.8ex] 
+\end{tabular} 
+\end{table} 
diff --git a/paper/figuresTables/preCovidPoisES.html b/paper/figuresTables/preCovidPoisES.html
new file mode 100644
index 0000000..20590f1
--- /dev/null
+++ b/paper/figuresTables/preCovidPoisES.html
@@ -0,0 +1,955 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8" />
+<title>girafe</title>
+<script>(function() {
+  // If window.HTMLWidgets is already defined, then use it; otherwise create a
+  // new object. This allows preceding code to set options that affect the
+  // initialization process (though none currently exist).
+  window.HTMLWidgets = window.HTMLWidgets || {};
+
+  // See if we're running in a viewer pane. If not, we're in a web browser.
+  var viewerMode = window.HTMLWidgets.viewerMode =
+      /\bviewer_pane=1\b/.test(window.location);
+
+  // See if we're running in Shiny mode. If not, it's a static document.
+  // Note that static widgets can appear in both Shiny and static modes, but
+  // obviously, Shiny widgets can only appear in Shiny apps/documents.
+  var shinyMode = window.HTMLWidgets.shinyMode =
+      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+  // We can't count on jQuery being available, so we implement our own
+  // version if necessary.
+  function querySelectorAll(scope, selector) {
+    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+      return scope.find(selector);
+    }
+    if (scope.querySelectorAll) {
+      return scope.querySelectorAll(selector);
+    }
+  }
+
+  function asArray(value) {
+    if (value === null)
+      return [];
+    if ($.isArray(value))
+      return value;
+    return [value];
+  }
+
+  // Implement jQuery's extend
+  function extend(target /*, ... */) {
+    if (arguments.length == 1) {
+      return target;
+    }
+    for (var i = 1; i < arguments.length; i++) {
+      var source = arguments[i];
+      for (var prop in source) {
+        if (source.hasOwnProperty(prop)) {
+          target[prop] = source[prop];
+        }
+      }
+    }
+    return target;
+  }
+
+  // IE8 doesn't support Array.forEach.
+  function forEach(values, callback, thisArg) {
+    if (values.forEach) {
+      values.forEach(callback, thisArg);
+    } else {
+      for (var i = 0; i < values.length; i++) {
+        callback.call(thisArg, values[i], i, values);
+      }
+    }
+  }
+
+  // Replaces the specified method with the return value of funcSource.
+  //
+  // Note that funcSource should not BE the new method, it should be a function
+  // that RETURNS the new method. funcSource receives a single argument that is
+  // the overridden method, it can be called from the new method. The overridden
+  // method can be called like a regular function, it has the target permanently
+  // bound to it so "this" will work correctly.
+  function overrideMethod(target, methodName, funcSource) {
+    var superFunc = target[methodName] || function() {};
+    var superFuncBound = function() {
+      return superFunc.apply(target, arguments);
+    };
+    target[methodName] = funcSource(superFuncBound);
+  }
+
+  // Add a method to delegator that, when invoked, calls
+  // delegatee.methodName. If there is no such method on
+  // the delegatee, but there was one on delegator before
+  // delegateMethod was called, then the original version
+  // is invoked instead.
+  // For example:
+  //
+  // var a = {
+  //   method1: function() { console.log('a1'); }
+  //   method2: function() { console.log('a2'); }
+  // };
+  // var b = {
+  //   method1: function() { console.log('b1'); }
+  // };
+  // delegateMethod(a, b, "method1");
+  // delegateMethod(a, b, "method2");
+  // a.method1();
+  // a.method2();
+  //
+  // The output would be "b1", "a2".
+  function delegateMethod(delegator, delegatee, methodName) {
+    var inherited = delegator[methodName];
+    delegator[methodName] = function() {
+      var target = delegatee;
+      var method = delegatee[methodName];
+
+      // The method doesn't exist on the delegatee. Instead,
+      // call the method on the delegator, if it exists.
+      if (!method) {
+        target = delegator;
+        method = inherited;
+      }
+
+      if (method) {
+        return method.apply(target, arguments);
+      }
+    };
+  }
+
+  // Implement a vague facsimilie of jQuery's data method
+  function elementData(el, name, value) {
+    if (arguments.length == 2) {
+      return el["htmlwidget_data_" + name];
+    } else if (arguments.length == 3) {
+      el["htmlwidget_data_" + name] = value;
+      return el;
+    } else {
+      throw new Error("Wrong number of arguments for elementData: " +
+        arguments.length);
+    }
+  }
+
+  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+  function escapeRegExp(str) {
+    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+  }
+
+  function hasClass(el, className) {
+    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+    return re.test(el.className);
+  }
+
+  // elements - array (or array-like object) of HTML elements
+  // className - class name to test for
+  // include - if true, only return elements with given className;
+  //   if false, only return elements *without* given className
+  function filterByClass(elements, className, include) {
+    var results = [];
+    for (var i = 0; i < elements.length; i++) {
+      if (hasClass(elements[i], className) == include)
+        results.push(elements[i]);
+    }
+    return results;
+  }
+
+  function on(obj, eventName, func) {
+    if (obj.addEventListener) {
+      obj.addEventListener(eventName, func, false);
+    } else if (obj.attachEvent) {
+      obj.attachEvent(eventName, func);
+    }
+  }
+
+  function off(obj, eventName, func) {
+    if (obj.removeEventListener)
+      obj.removeEventListener(eventName, func, false);
+    else if (obj.detachEvent) {
+      obj.detachEvent(eventName, func);
+    }
+  }
+
+  // Translate array of values to top/right/bottom/left, as usual with
+  // the "padding" CSS property
+  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+  function unpackPadding(value) {
+    if (typeof(value) === "number")
+      value = [value];
+    if (value.length === 1) {
+      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+    }
+    if (value.length === 2) {
+      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+    }
+    if (value.length === 3) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+    }
+    if (value.length === 4) {
+      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+    }
+  }
+
+  // Convert an unpacked padding object to a CSS value
+  function paddingToCss(paddingObj) {
+    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+  }
+
+  // Makes a number suitable for CSS
+  function px(x) {
+    if (typeof(x) === "number")
+      return x + "px";
+    else
+      return x;
+  }
+
+  // Retrieves runtime widget sizing information for an element.
+  // The return value is either null, or an object with fill, padding,
+  // defaultWidth, defaultHeight fields.
+  function sizingPolicy(el) {
+    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+    if (!sizingEl)
+      return null;
+    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+    if (viewerMode) {
+      return sp.viewer;
+    } else {
+      return sp.browser;
+    }
+  }
+
+  // @param tasks Array of strings (or falsy value, in which case no-op).
+  //   Each element must be a valid JavaScript expression that yields a
+  //   function. Or, can be an array of objects with "code" and "data"
+  //   properties; in this case, the "code" property should be a string
+  //   of JS that's an expr that yields a function, and "data" should be
+  //   an object that will be added as an additional argument when that
+  //   function is called.
+  // @param target The object that will be "this" for each function
+  //   execution.
+  // @param args Array of arguments to be passed to the functions. (The
+  //   same arguments will be passed to all functions.)
+  function evalAndRun(tasks, target, args) {
+    if (tasks) {
+      forEach(tasks, function(task) {
+        var theseArgs = args;
+        if (typeof(task) === "object") {
+          theseArgs = theseArgs.concat([task.data]);
+          task = task.code;
+        }
+        var taskFunc = tryEval(task);
+        if (typeof(taskFunc) !== "function") {
+          throw new Error("Task must be a function! Source:\n" + task);
+        }
+        taskFunc.apply(target, theseArgs);
+      });
+    }
+  }
+
+  // Attempt eval() both with and without enclosing in parentheses.
+  // Note that enclosing coerces a function declaration into
+  // an expression that eval() can parse
+  // (otherwise, a SyntaxError is thrown)
+  function tryEval(code) {
+    var result = null;
+    try {
+      result = eval("(" + code + ")");
+    } catch(error) {
+      if (!(error instanceof SyntaxError)) {
+        throw error;
+      }
+      try {
+        result = eval(code);
+      } catch(e) {
+        if (e instanceof SyntaxError) {
+          throw error;
+        } else {
+          throw e;
+        }
+      }
+    }
+    return result;
+  }
+
+  function initSizing(el) {
+    var sizing = sizingPolicy(el);
+    if (!sizing)
+      return;
+
+    var cel = document.getElementById("htmlwidget_container");
+    if (!cel)
+      return;
+
+    if (typeof(sizing.padding) !== "undefined") {
+      document.body.style.margin = "0";
+      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+    }
+
+    if (sizing.fill) {
+      document.body.style.overflow = "hidden";
+      document.body.style.width = "100%";
+      document.body.style.height = "100%";
+      document.documentElement.style.width = "100%";
+      document.documentElement.style.height = "100%";
+      cel.style.position = "absolute";
+      var pad = unpackPadding(sizing.padding);
+      cel.style.top = pad.top + "px";
+      cel.style.right = pad.right + "px";
+      cel.style.bottom = pad.bottom + "px";
+      cel.style.left = pad.left + "px";
+      el.style.width = "100%";
+      el.style.height = "100%";
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+
+    } else {
+      el.style.width = px(sizing.width);
+      el.style.height = px(sizing.height);
+
+      return {
+        getWidth: function() { return cel.getBoundingClientRect().width; },
+        getHeight: function() { return cel.getBoundingClientRect().height; }
+      };
+    }
+  }
+
+  // Default implementations for methods
+  var defaults = {
+    find: function(scope) {
+      return querySelectorAll(scope, "." + this.name);
+    },
+    renderError: function(el, err) {
+      var $el = $(el);
+
+      this.clearError(el);
+
+      // Add all these error classes, as Shiny does
+      var errClass = "shiny-output-error";
+      if (err.type !== null) {
+        // use the classes of the error condition as CSS class names
+        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+          return errClass + "-" + type;
+        }).join(" ");
+      }
+      errClass = errClass + " htmlwidgets-error";
+
+      // Is el inline or block? If inline or inline-block, just display:none it
+      // and add an inline error.
+      var display = $el.css("display");
+      $el.data("restore-display-mode", display);
+
+      if (display === "inline" || display === "inline-block") {
+        $el.hide();
+        if (err.message !== "") {
+          var errorSpan = $("<span>").addClass(errClass);
+          errorSpan.text(err.message);
+          $el.after(errorSpan);
+        }
+      } else if (display === "block") {
+        // If block, add an error just after the el, set visibility:none on the
+        // el, and position the error to be on top of the el.
+        // Mark it with a unique ID and CSS class so we can remove it later.
+        $el.css("visibility", "hidden");
+        if (err.message !== "") {
+          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
+            .css("top", el.offsetTop)
+            .css("left", el.offsetLeft)
+            // setting width can push out the page size, forcing otherwise
+            // unnecessary scrollbars to appear and making it impossible for
+            // the element to shrink; so use max-width instead
+            .css("maxWidth", el.offsetWidth)
+            .css("height", el.offsetHeight);
+          errorDiv.text(err.message);
+          $el.after(errorDiv);
+
+          // Really dumb way to keep the size/position of the error in sync with
+          // the parent element as the window is resized or whatever.
+          var intId = setInterval(function() {
+            if (!errorDiv[0].parentElement) {
+              clearInterval(intId);
+              return;
+            }
+            errorDiv
+              .css("top", el.offsetTop)
+              .css("left", el.offsetLeft)
+              .css("maxWidth", el.offsetWidth)
+              .css("height", el.offsetHeight);
+          }, 500);
+        }
+      }
+    },
+    clearError: function(el) {
+      var $el = $(el);
+      var display = $el.data("restore-display-mode");
+      $el.data("restore-display-mode", null);
+
+      if (display === "inline" || display === "inline-block") {
+        if (display)
+          $el.css("display", display);
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      } else if (display === "block"){
+        $el.css("visibility", "inherit");
+        $(el.nextSibling).filter(".htmlwidgets-error").remove();
+      }
+    },
+    sizing: {}
+  };
+
+  // Called by widget bindings to register a new type of widget. The definition
+  // object can contain the following properties:
+  // - name (required) - A string indicating the binding name, which will be
+  //   used by default as the CSS classname to look for.
+  // - initialize (optional) - A function(el) that will be called once per
+  //   widget element; if a value is returned, it will be passed as the third
+  //   value to renderValue.
+  // - renderValue (required) - A function(el, data, initValue) that will be
+  //   called with data. Static contexts will cause this to be called once per
+  //   element; Shiny apps will cause this to be called multiple times per
+  //   element, as the data changes.
+  window.HTMLWidgets.widget = function(definition) {
+    if (!definition.name) {
+      throw new Error("Widget must have a name");
+    }
+    if (!definition.type) {
+      throw new Error("Widget must have a type");
+    }
+    // Currently we only support output widgets
+    if (definition.type !== "output") {
+      throw new Error("Unrecognized widget type '" + definition.type + "'");
+    }
+    // TODO: Verify that .name is a valid CSS classname
+
+    // Support new-style instance-bound definitions. Old-style class-bound
+    // definitions have one widget "object" per widget per type/class of
+    // widget; the renderValue and resize methods on such widget objects
+    // take el and instance arguments, because the widget object can't
+    // store them. New-style instance-bound definitions have one widget
+    // object per widget instance; the definition that's passed in doesn't
+    // provide renderValue or resize methods at all, just the single method
+    //   factory(el, width, height)
+    // which returns an object that has renderValue(x) and resize(w, h).
+    // This enables a far more natural programming style for the widget
+    // author, who can store per-instance state using either OO-style
+    // instance fields or functional-style closure variables (I guess this
+    // is in contrast to what can only be called C-style pseudo-OO which is
+    // what we required before).
+    if (definition.factory) {
+      definition = createLegacyDefinitionAdapter(definition);
+    }
+
+    if (!definition.renderValue) {
+      throw new Error("Widget must have a renderValue function");
+    }
+
+    // For static rendering (non-Shiny), use a simple widget registration
+    // scheme. We also use this scheme for Shiny apps/documents that also
+    // contain static widgets.
+    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+    // Merge defaults into the definition; don't mutate the original definition.
+    var staticBinding = extend({}, defaults, definition);
+    overrideMethod(staticBinding, "find", function(superfunc) {
+      return function(scope) {
+        var results = superfunc(scope);
+        // Filter out Shiny outputs, we only want the static kind
+        return filterByClass(results, "html-widget-output", false);
+      };
+    });
+    window.HTMLWidgets.widgets.push(staticBinding);
+
+    if (shinyMode) {
+      // Shiny is running. Register the definition with an output binding.
+      // The definition itself will not be the output binding, instead
+      // we will make an output binding object that delegates to the
+      // definition. This is because we foolishly used the same method
+      // name (renderValue) for htmlwidgets definition and Shiny bindings
+      // but they actually have quite different semantics (the Shiny
+      // bindings receive data that includes lots of metadata that it
+      // strips off before calling htmlwidgets renderValue). We can't
+      // just ignore the difference because in some widgets it's helpful
+      // to call this.renderValue() from inside of resize(), and if
+      // we're not delegating, then that call will go to the Shiny
+      // version instead of the htmlwidgets version.
+
+      // Merge defaults with definition, without mutating either.
+      var bindingDef = extend({}, defaults, definition);
+
+      // This object will be our actual Shiny binding.
+      var shinyBinding = new Shiny.OutputBinding();
+
+      // With a few exceptions, we'll want to simply use the bindingDef's
+      // version of methods if they are available, otherwise fall back to
+      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+      // methods in the future, and we want them to be overrideable by
+      // HTMLWidget binding definitions, then we'll need to add them to this
+      // list.
+      delegateMethod(shinyBinding, bindingDef, "getId");
+      delegateMethod(shinyBinding, bindingDef, "onValueChange");
+      delegateMethod(shinyBinding, bindingDef, "onValueError");
+      delegateMethod(shinyBinding, bindingDef, "renderError");
+      delegateMethod(shinyBinding, bindingDef, "clearError");
+      delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+      // The find, renderValue, and resize are handled differently, because we
+      // want to actually decorate the behavior of the bindingDef methods.
+
+      shinyBinding.find = function(scope) {
+        var results = bindingDef.find(scope);
+
+        // Only return elements that are Shiny outputs, not static ones
+        var dynamicResults = results.filter(".html-widget-output");
+
+        // It's possible that whatever caused Shiny to think there might be
+        // new dynamic outputs, also caused there to be new static outputs.
+        // Since there might be lots of different htmlwidgets bindings, we
+        // schedule execution for later--no need to staticRender multiple
+        // times.
+        if (results.length !== dynamicResults.length)
+          scheduleStaticRender();
+
+        return dynamicResults;
+      };
+
+      // Wrap renderValue to handle initialization, which unfortunately isn't
+      // supported natively by Shiny at the time of this writing.
+
+      shinyBinding.renderValue = function(el, data) {
+        Shiny.renderDependencies(data.deps);
+        // Resolve strings marked as javascript literals to objects
+        if (!(data.evals instanceof Array)) data.evals = [data.evals];
+        for (var i = 0; data.evals && i < data.evals.length; i++) {
+          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+        }
+        if (!bindingDef.renderOnNullValue) {
+          if (data.x === null) {
+            el.style.visibility = "hidden";
+            return;
+          } else {
+            el.style.visibility = "inherit";
+          }
+        }
+        if (!elementData(el, "initialized")) {
+          initSizing(el);
+
+          elementData(el, "initialized", true);
+          if (bindingDef.initialize) {
+            var rect = el.getBoundingClientRect();
+            var result = bindingDef.initialize(el, rect.width, rect.height);
+            elementData(el, "init_result", result);
+          }
+        }
+        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+      };
+
+      // Only override resize if bindingDef implements it
+      if (bindingDef.resize) {
+        shinyBinding.resize = function(el, width, height) {
+          // Shiny can call resize before initialize/renderValue have been
+          // called, which doesn't make sense for widgets.
+          if (elementData(el, "initialized")) {
+            bindingDef.resize(el, width, height, elementData(el, "init_result"));
+          }
+        };
+      }
+
+      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+    }
+  };
+
+  var scheduleStaticRenderTimerId = null;
+  function scheduleStaticRender() {
+    if (!scheduleStaticRenderTimerId) {
+      scheduleStaticRenderTimerId = setTimeout(function() {
+        scheduleStaticRenderTimerId = null;
+        window.HTMLWidgets.staticRender();
+      }, 1);
+    }
+  }
+
+  // Render static widgets after the document finishes loading
+  // Statically render all elements that are of this widget's class
+  window.HTMLWidgets.staticRender = function() {
+    var bindings = window.HTMLWidgets.widgets || [];
+    forEach(bindings, function(binding) {
+      var matches = binding.find(document.documentElement);
+      forEach(matches, function(el) {
+        var sizeObj = initSizing(el, binding);
+
+        var getSize = function(el) {
+          if (sizeObj) {
+            return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+          } else {
+            var rect = el.getBoundingClientRect();
+            return {w: rect.width, h: rect.height}
+          }
+        };
+
+        if (hasClass(el, "html-widget-static-bound"))
+          return;
+        el.className = el.className + " html-widget-static-bound";
+
+        var initResult;
+        if (binding.initialize) {
+          var size = getSize(el);
+          initResult = binding.initialize(el, size.w, size.h);
+          elementData(el, "init_result", initResult);
+        }
+
+        if (binding.resize) {
+          var lastSize = getSize(el);
+          var resizeHandler = function(e) {
+            var size = getSize(el);
+            if (size.w === 0 && size.h === 0)
+              return;
+            if (size.w === lastSize.w && size.h === lastSize.h)
+              return;
+            lastSize = size;
+            binding.resize(el, size.w, size.h, initResult);
+          };
+
+          on(window, "resize", resizeHandler);
+
+          // This is needed for cases where we're running in a Shiny
+          // app, but the widget itself is not a Shiny output, but
+          // rather a simple static widget. One example of this is
+          // an rmarkdown document that has runtime:shiny and widget
+          // that isn't in a render function. Shiny only knows to
+          // call resize handlers for Shiny outputs, not for static
+          // widgets, so we do it ourselves.
+          if (window.jQuery) {
+            window.jQuery(document).on(
+              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+            window.jQuery(document).on(
+              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+              resizeHandler
+            );
+          }
+
+          // This is needed for the specific case of ioslides, which
+          // flips slides between display:none and display:block.
+          // Ideally we would not have to have ioslide-specific code
+          // here, but rather have ioslides raise a generic event,
+          // but the rmarkdown package just went to CRAN so the
+          // window to getting that fixed may be long.
+          if (window.addEventListener) {
+            // It's OK to limit this to window.addEventListener
+            // browsers because ioslides itself only supports
+            // such browsers.
+            on(document, "slideenter", resizeHandler);
+            on(document, "slideleave", resizeHandler);
+          }
+        }
+
+        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+        if (scriptData) {
+          var data = JSON.parse(scriptData.textContent || scriptData.text);
+          // Resolve strings marked as javascript literals to objects
+          if (!(data.evals instanceof Array)) data.evals = [data.evals];
+          for (var k = 0; data.evals && k < data.evals.length; k++) {
+            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+          }
+          binding.renderValue(el, data.x, initResult);
+          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+        }
+      });
+    });
+
+    invokePostRenderHandlers();
+  }
+
+
+  function has_jQuery3() {
+    if (!window.jQuery) {
+      return false;
+    }
+    var $version = window.jQuery.fn.jquery;
+    var $major_version = parseInt($version.split(".")[0]);
+    return $major_version >= 3;
+  }
+
+  /*
+  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+  / really means $(setTimeout(fn)).
+  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+  /
+  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+  / one tick later than it did before, which means staticRender() is
+  / called renderValue() earlier than (advanced) widget authors might be expecting.
+  / https://github.com/rstudio/shiny/issues/2630
+  /
+  / For a concrete example, leaflet has some methods (e.g., updateBounds)
+  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+  / delay execution of those methods (until Shiny methods are ready)
+  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+  /
+  / Ideally widget authors wouldn't need to use this setTimeout() hack that
+  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+  / the logic initShiny should be broken up so that method registration happens
+  / right away, but binding happens later.
+  */
+  function maybeStaticRenderLater() {
+    if (shinyMode && has_jQuery3()) {
+      window.jQuery(window.HTMLWidgets.staticRender);
+    } else {
+      window.HTMLWidgets.staticRender();
+    }
+  }
+
+  if (document.addEventListener) {
+    document.addEventListener("DOMContentLoaded", function() {
+      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+      maybeStaticRenderLater();
+    }, false);
+  } else if (document.attachEvent) {
+    document.attachEvent("onreadystatechange", function() {
+      if (document.readyState === "complete") {
+        document.detachEvent("onreadystatechange", arguments.callee);
+        maybeStaticRenderLater();
+      }
+    });
+  }
+
+
+  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+    // If no key, default to the first item
+    if (typeof(key) === "undefined")
+      key = 1;
+
+    var link = document.getElementById(depname + "-" + key + "-attachment");
+    if (!link) {
+      throw new Error("Attachment " + depname + "/" + key + " not found in document");
+    }
+    return link.getAttribute("href");
+  };
+
+  window.HTMLWidgets.dataframeToD3 = function(df) {
+    var names = [];
+    var length;
+    for (var name in df) {
+        if (df.hasOwnProperty(name))
+            names.push(name);
+        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+            throw new Error("All fields must be arrays");
+        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+            throw new Error("All fields must be arrays of the same length");
+        }
+        length = df[name].length;
+    }
+    var results = [];
+    var item;
+    for (var row = 0; row < length; row++) {
+        item = {};
+        for (var col = 0; col < names.length; col++) {
+            item[names[col]] = df[names[col]][row];
+        }
+        results.push(item);
+    }
+    return results;
+  };
+
+  window.HTMLWidgets.transposeArray2D = function(array) {
+      if (array.length === 0) return array;
+      var newArray = array[0].map(function(col, i) {
+          return array.map(function(row) {
+              return row[i]
+          })
+      });
+      return newArray;
+  };
+  // Split value at splitChar, but allow splitChar to be escaped
+  // using escapeChar. Any other characters escaped by escapeChar
+  // will be included as usual (including escapeChar itself).
+  function splitWithEscape(value, splitChar, escapeChar) {
+    var results = [];
+    var escapeMode = false;
+    var currentResult = "";
+    for (var pos = 0; pos < value.length; pos++) {
+      if (!escapeMode) {
+        if (value[pos] === splitChar) {
+          results.push(currentResult);
+          currentResult = "";
+        } else if (value[pos] === escapeChar) {
+          escapeMode = true;
+        } else {
+          currentResult += value[pos];
+        }
+      } else {
+        currentResult += value[pos];
+        escapeMode = false;
+      }
+    }
+    if (currentResult !== "") {
+      results.push(currentResult);
+    }
+    return results;
+  }
+  // Function authored by Yihui/JJ Allaire
+  window.HTMLWidgets.evaluateStringMember = function(o, member) {
+    var parts = splitWithEscape(member, '.', '\\');
+    for (var i = 0, l = parts.length; i < l; i++) {
+      var part = parts[i];
+      // part may be a character or 'numeric' member name
+      if (o !== null && typeof o === "object" && part in o) {
+        if (i == (l - 1)) { // if we are at the end of the line then evalulate
+          if (typeof o[part] === "string")
+            o[part] = tryEval(o[part]);
+        } else { // otherwise continue to next embedded object
+          o = o[part];
+        }
+      }
+    }
+  };
+
+  // Retrieve the HTMLWidget instance (i.e. the return value of an
+  // HTMLWidget binding's initialize() or factory() function)
+  // associated with an element, or null if none.
+  window.HTMLWidgets.getInstance = function(el) {
+    return elementData(el, "init_result");
+  };
+
+  // Finds the first element in the scope that matches the selector,
+  // and returns the HTMLWidget instance (i.e. the return value of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with that element, if any. If no element matches the
+  // selector, or the first matching element has no HTMLWidget
+  // instance associated with it, then null is returned.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.find = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var el = scope.querySelector(selector);
+    if (el === null) {
+      return null;
+    } else {
+      return window.HTMLWidgets.getInstance(el);
+    }
+  };
+
+  // Finds all elements in the scope that match the selector, and
+  // returns the HTMLWidget instances (i.e. the return values of
+  // an HTMLWidget binding's initialize() or factory() function)
+  // associated with the elements, in an array. If elements that
+  // match the selector don't have an associated HTMLWidget
+  // instance, the returned array will contain nulls.
+  //
+  // The scope argument is optional, and defaults to window.document.
+  window.HTMLWidgets.findAll = function(scope, selector) {
+    if (arguments.length == 1) {
+      selector = scope;
+      scope = document;
+    }
+
+    var nodes = scope.querySelectorAll(selector);
+    var results = [];
+    for (var i = 0; i < nodes.length; i++) {
+      results.push(window.HTMLWidgets.getInstance(nodes[i]));
+    }
+    return results;
+  };
+
+  var postRenderHandlers = [];
+  function invokePostRenderHandlers() {
+    while (postRenderHandlers.length) {
+      var handler = postRenderHandlers.shift();
+      if (handler) {
+        handler();
+      }
+    }
+  }
+
+  // Register the given callback function to be invoked after the
+  // next time static widgets are rendered.
+  window.HTMLWidgets.addPostRenderHandler = function(callback) {
+    postRenderHandlers.push(callback);
+  };
+
+  // Takes a new-style instance-bound definition, and returns an
+  // old-style class-bound definition. This saves us from having
+  // to rewrite all the logic in this file to accomodate both
+  // types of definitions.
+  function createLegacyDefinitionAdapter(defn) {
+    var result = {
+      name: defn.name,
+      type: defn.type,
+      initialize: function(el, width, height) {
+        return defn.factory(el, width, height);
+      },
+      renderValue: function(el, x, instance) {
+        return instance.renderValue(x);
+      },
+      resize: function(el, width, height, instance) {
+        return instance.resize(width, height);
+      }
+    };
+
+    if (defn.find)
+      result.find = defn.find;
+    if (defn.renderError)
+      result.renderError = defn.renderError;
+    if (defn.clearError)
+      result.clearError = defn.clearError;
+
+    return result;
+  }
+})();
+</script>
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+// https://d3js.org/d3-color/ v1.4.1 Copyright 2020 Mike Bostock
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+
+// https://d3js.org/d3-dispatch/ v1.0.6 Copyright 2019 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";var e={value:function(){}};function t(){for(var n,e=0,t=arguments.length,o={};e<t;++e){if(!(n=arguments[e]+"")||n in o||/[\s.]/.test(n))throw new Error("illegal type: "+n);o[n]=[]}return new r(o)}function r(n){this._=n}function o(n,e){return n.trim().split(/^|\s+/).map(function(n){var t="",r=n.indexOf(".");if(r>=0&&(t=n.slice(r+1),n=n.slice(0,r)),n&&!e.hasOwnProperty(n))throw new Error("unknown type: "+n);return{type:n,name:t}})}function i(n,e){for(var t,r=0,o=n.length;r<o;++r)if((t=n[r]).name===e)return t.value}function f(n,t,r){for(var o=0,i=n.length;o<i;++o)if(n[o].name===t){n[o]=e,n=n.slice(0,o).concat(n.slice(o+1));break}return null!=r&&n.push({name:t,value:r}),n}r.prototype=t.prototype={constructor:r,on:function(n,e){var t,r=this._,l=o(n+"",r),u=-1,a=l.length;if(!(arguments.length<2)){if(null!=e&&"function"!=typeof e)throw new Error("invalid callback: "+e);for(;++u<a;)if(t=(n=l[u]).type)r[t]=f(r[t],n.name,e);else if(null==e)for(t in r)r[t]=f(r[t],n.name,null);return this}for(;++u<a;)if((t=(n=l[u]).type)&&(t=i(r[t],n.name)))return t},copy:function(){var n={},e=this._;for(var t in e)n[t]=e[t].slice();return new r(n)},call:function(n,e){if((t=arguments.length-2)>0)for(var t,r,o=new Array(t),i=0;i<t;++i)o[i]=arguments[i+2];if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(i=0,t=(r=this._[n]).length;i<t;++i)r[i].value.apply(e,o)},apply:function(n,e,t){if(!this._.hasOwnProperty(n))throw new Error("unknown type: "+n);for(var r=this._[n],o=0,i=r.length;o<i;++o)r[o].value.apply(e,t)}},n.dispatch=t,Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-ease/ v1.0.7 Copyright 2020 Mike Bostock
+!function(n,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((n=n||self).d3=n.d3||{})}(this,function(n){"use strict";function e(n){return((n*=2)<=1?n*n:--n*(2-n)+1)/2}function t(n){return((n*=2)<=1?n*n*n:(n-=2)*n*n+2)/2}var u=function n(e){function t(n){return Math.pow(n,e)}return e=+e,t.exponent=n,t}(3),r=function n(e){function t(n){return 1-Math.pow(1-n,e)}return e=+e,t.exponent=n,t}(3),a=function n(e){function t(n){return((n*=2)<=1?Math.pow(n,e):2-Math.pow(2-n,e))/2}return e=+e,t.exponent=n,t}(3),o=Math.PI,i=o/2;function c(n){return(1-Math.cos(o*n))/2}function s(n){return 1.0009775171065494*(Math.pow(2,-10*n)-.0009765625)}function f(n){return((n*=2)<=1?s(1-n):2-s(n-1))/2}function h(n){return((n*=2)<=1?1-Math.sqrt(1-n*n):Math.sqrt(1-(n-=2)*n)+1)/2}var p=4/11,M=6/11,d=8/11,I=.75,l=9/11,O=10/11,x=.9375,v=21/22,m=63/64,y=1/p/p;function B(n){return(n=+n)<p?y*n*n:n<d?y*(n-=M)*n+I:n<O?y*(n-=l)*n+x:y*(n-=v)*n+m}var C=function n(e){function t(n){return(n=+n)*n*(e*(n-1)+n)}return e=+e,t.overshoot=n,t}(1.70158),E=function n(e){function t(n){return--n*n*((n+1)*e+n)+1}return e=+e,t.overshoot=n,t}(1.70158),P=function n(e){function t(n){return((n*=2)<1?n*n*((e+1)*n-e):(n-=2)*n*((e+1)*n+e)+2)/2}return e=+e,t.overshoot=n,t}(1.70158),b=2*Math.PI,w=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return e*s(- --n)*Math.sin((u-n)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),k=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return 1-e*s(n=+n)*Math.sin((n+u)/t)}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3),q=function n(e,t){var u=Math.asin(1/(e=Math.max(1,e)))*(t/=b);function r(n){return((n=2*n-1)<0?e*s(-n)*Math.sin((u-n)/t):2-e*s(n)*Math.sin((u+n)/t))/2}return r.amplitude=function(e){return n(e,t*b)},r.period=function(t){return n(e,t)},r}(1,.3);n.easeBack=P,n.easeBackIn=C,n.easeBackInOut=P,n.easeBackOut=E,n.easeBounce=B,n.easeBounceIn=function(n){return 1-B(1-n)},n.easeBounceInOut=function(n){return((n*=2)<=1?1-B(1-n):B(n-1)+1)/2},n.easeBounceOut=B,n.easeCircle=h,n.easeCircleIn=function(n){return 1-Math.sqrt(1-n*n)},n.easeCircleInOut=h,n.easeCircleOut=function(n){return Math.sqrt(1- --n*n)},n.easeCubic=t,n.easeCubicIn=function(n){return n*n*n},n.easeCubicInOut=t,n.easeCubicOut=function(n){return--n*n*n+1},n.easeElastic=k,n.easeElasticIn=w,n.easeElasticInOut=q,n.easeElasticOut=k,n.easeExp=f,n.easeExpIn=function(n){return s(1-+n)},n.easeExpInOut=f,n.easeExpOut=function(n){return 1-s(n)},n.easeLinear=function(n){return+n},n.easePoly=a,n.easePolyIn=u,n.easePolyInOut=a,n.easePolyOut=r,n.easeQuad=e,n.easeQuadIn=function(n){return n*n},n.easeQuadInOut=e,n.easeQuadOut=function(n){return n*(2-n)},n.easeSin=c,n.easeSinIn=function(n){return 1==+n?1:1-Math.cos(n*i)},n.easeSinInOut=c,n.easeSinOut=function(n){return Math.sin(n*i)},Object.defineProperty(n,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-interpolate/ v1.4.0 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-color")):"function"==typeof define&&define.amd?define(["exports","d3-color"],n):n((t=t||self).d3=t.d3||{},t.d3)}(this,function(t,n){"use strict";function r(t,n,r,e,a){var o=t*t,u=o*t;return((1-3*t+3*o-u)*n+(4-6*o+3*u)*r+(1+3*t+3*o-3*u)*e+u*a)/6}function e(t){var n=t.length-1;return function(e){var a=e<=0?e=0:e>=1?(e=1,n-1):Math.floor(e*n),o=t[a],u=t[a+1],i=a>0?t[a-1]:2*o-u,l=a<n-1?t[a+2]:2*u-o;return r((e-a/n)*n,i,o,u,l)}}function a(t){var n=t.length;return function(e){var a=Math.floor(((e%=1)<0?++e:e)*n),o=t[(a+n-1)%n],u=t[a%n],i=t[(a+1)%n],l=t[(a+2)%n];return r((e-a/n)*n,o,u,i,l)}}function o(t){return function(){return t}}function u(t,n){return function(r){return t+r*n}}function i(t,n){var r=n-t;return r?u(t,r>180||r<-180?r-360*Math.round(r/360):r):o(isNaN(t)?n:t)}function l(t){return 1==(t=+t)?c:function(n,r){return r-n?function(t,n,r){return 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+
+// https://d3js.org/d3-timer/ v1.0.10 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports):"function"==typeof define&&define.amd?define(["exports"],n):n((t=t||self).d3=t.d3||{})}(this,function(t){"use strict";var n,e,o=0,i=0,r=0,u=1e3,l=0,c=0,f=0,a="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function _(){return c||(s(m),c=a.now()+f)}function m(){c=0}function p(){this._call=this._time=this._next=null}function w(t,n,e){var o=new p;return o.restart(t,n,e),o}function d(){_(),++o;for(var t,e=n;e;)(t=c-e._time)>=0&&e._call.call(null,t),e=e._next;--o}function h(){c=(l=a.now())+f,o=i=0;try{d()}finally{o=0,function(){var t,o,i=n,r=1/0;for(;i;)i._call?(r>i._time&&(r=i._time),t=i,i=i._next):(o=i._next,i._next=null,i=t?t._next=o:n=o);e=t,v(r)}(),c=0}}function y(){var t=a.now(),n=t-l;n>u&&(f-=n,l=t)}function v(t){o||(i&&(i=clearTimeout(i)),t-c>24?(t<1/0&&(i=setTimeout(h,t-a.now()-f)),r&&(r=clearInterval(r))):(r||(l=a.now(),r=setInterval(y,u)),o=1,s(h)))}p.prototype=w.prototype={constructor:p,restart:function(t,o,i){if("function"!=typeof t)throw new TypeError("callback is not a function");i=(null==i?_():+i)+(null==o?0:+o),this._next||e===this||(e?e._next=this:n=this,e=this),this._call=t,this._time=i,v()},stop:function(){this._call&&(this._call=null,this._time=1/0,v())}},t.interval=function(t,n,e){var o=new p,i=n;return null==n?(o.restart(t,n,e),o):(n=+n,e=null==e?_():+e,o.restart(function r(u){u+=i,o.restart(r,i+=n,e),t(u)},n,e),o)},t.now=_,t.timeout=function(t,n,e){var o=new p;return n=null==n?0:+n,o.restart(function(e){o.stop(),t(e+n)},n,e),o},t.timer=w,t.timerFlush=d,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-transition/ v1.3.2 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-selection"),require("d3-dispatch"),require("d3-timer"),require("d3-interpolate"),require("d3-color"),require("d3-ease")):"function"==typeof define&&define.amd?define(["exports","d3-selection","d3-dispatch","d3-timer","d3-interpolate","d3-color","d3-ease"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,r,i,o,u){"use strict";var a=e.dispatch("start","end","cancel","interrupt"),s=[],l=0,f=1,c=2,h=3,d=4,_=5,v=6;function p(t,n,e,i,o,u){var p=t.__transition;if(p){if(e in p)return}else t.__transition={};!function(t,n,e){var i,o=t.__transition;function u(l){var _,p,y,m;if(e.state!==f)return s();for(_ in o)if((m=o[_]).name===e.name){if(m.state===h)return r.timeout(u);m.state===d?(m.state=v,m.timer.stop(),m.on.call("interrupt",t,t.__data__,m.index,m.group),delete o[_]):+_<n&&(m.state=v,m.timer.stop(),m.on.call("cancel",t,t.__data__,m.index,m.group),delete o[_])}if(r.timeout(function(){e.state===h&&(e.state=d,e.timer.restart(a,e.delay,e.time),a(l))}),e.state=c,e.on.call("start",t,t.__data__,e.index,e.group),e.state===c){for(e.state=h,i=new Array(y=e.tween.length),_=0,p=-1;_<y;++_)(m=e.tween[_].value.call(t,t.__data__,e.index,e.group))&&(i[++p]=m);i.length=p+1}}function a(n){for(var r=n<e.duration?e.ease.call(null,n/e.duration):(e.timer.restart(s),e.state=_,1),o=-1,u=i.length;++o<u;)i[o].call(t,r);e.state===_&&(e.on.call("end",t,t.__data__,e.index,e.group),s())}function s(){for(var r in e.state=v,e.timer.stop(),delete o[n],o)return;delete t.__transition}o[n]=e,e.timer=r.timer(function(t){e.state=f,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)},0,e.time)}(t,e,{name:n,index:i,group:o,on:a,tween:s,time:u.time,delay:u.delay,duration:u.duration,ease:u.ease,timer:null,state:l})}function y(t,n){var e=w(t,n);if(e.state>l)throw new Error("too late; already scheduled");return e}function m(t,n){var e=w(t,n);if(e.state>h)throw new Error("too late; already running");return e}function w(t,n){var e=t.__transition;if(!e||!(e=e[n]))throw new Error("transition not found");return e}function g(t,n){var e,r,i,o=t.__transition,u=!0;if(o){for(i in n=null==n?null:n+"",o)(e=o[i]).name===n?(r=e.state>c&&e.state<_,e.state=v,e.timer.stop(),e.on.call(r?"interrupt":"cancel",t,t.__data__,e.index,e.group),delete o[i]):u=!1;u&&delete t.__transition}}function b(t,n,e){var r=t._id;return t.each(function(){var t=m(this,r);(t.value||(t.value={}))[n]=e.apply(this,arguments)}),function(t){return w(t,r).value[n]}}function x(t,n){var e;return("number"==typeof n?i.interpolateNumber:n instanceof o.color?i.interpolateRgb:(e=o.color(n))?(n=e,i.interpolateRgb):i.interpolateString)(t,n)}var A=n.selection.prototype.constructor;function E(t){return function(){this.style.removeProperty(t)}}var T=0;function N(t,n,e,r){this._groups=t,this._parents=n,this._name=e,this._id=r}function S(t){return n.selection().transition(t)}function q(){return++T}var C=n.selection.prototype;N.prototype=S.prototype={constructor:N,select:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selector(t));for(var i=this._groups,o=i.length,u=new Array(o),a=0;a<o;++a)for(var s,l,f=i[a],c=f.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=f[d])&&(l=t.call(s,s.__data__,d,f))&&("__data__"in s&&(l.__data__=s.__data__),h[d]=l,p(h[d],e,r,d,h,w(s,r)));return new N(u,this._parents,e,r)},selectAll:function(t){var e=this._name,r=this._id;"function"!=typeof t&&(t=n.selectorAll(t));for(var i=this._groups,o=i.length,u=[],a=[],s=0;s<o;++s)for(var l,f=i[s],c=f.length,h=0;h<c;++h)if(l=f[h]){for(var d,_=t.call(l,l.__data__,h,f),v=w(l,r),y=0,m=_.length;y<m;++y)(d=_[y])&&p(d,e,r,y,_,v);u.push(_),a.push(l)}return new N(u,a,e,r)},filter:function(t){"function"!=typeof t&&(t=n.matcher(t));for(var e=this._groups,r=e.length,i=new Array(r),o=0;o<r;++o)for(var u,a=e[o],s=a.length,l=i[o]=[],f=0;f<s;++f)(u=a[f])&&t.call(u,u.__data__,f,a)&&l.push(u);return new N(i,this._parents,this._name,this._id)},merge:function(t){if(t._id!==this._id)throw new Error;for(var n=this._groups,e=t._groups,r=n.length,i=e.length,o=Math.min(r,i),u=new Array(r),a=0;a<o;++a)for(var s,l=n[a],f=e[a],c=l.length,h=u[a]=new Array(c),d=0;d<c;++d)(s=l[d]||f[d])&&(h[d]=s);for(;a<r;++a)u[a]=n[a];return new N(u,this._parents,this._name,this._id)},selection:function(){return new A(this._groups,this._parents)},transition:function(){for(var t=this._name,n=this._id,e=q(),r=this._groups,i=r.length,o=0;o<i;++o)for(var u,a=r[o],s=a.length,l=0;l<s;++l)if(u=a[l]){var f=w(u,n);p(u,t,e,l,a,{time:f.time+f.delay+f.duration,delay:0,duration:f.duration,ease:f.ease})}return new N(r,this._parents,t,e)},call:C.call,nodes:C.nodes,node:C.node,size:C.size,empty:C.empty,each:C.each,on:function(t,n){var e=this._id;return arguments.length<2?w(this.node(),e).on.on(t):this.each(function(t,n,e){var r,i,o=function(t){return(t+"").trim().split(/^|\s+/).every(function(t){var n=t.indexOf(".");return n>=0&&(t=t.slice(0,n)),!t||"start"===t})}(n)?y:m;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(t,e){var r=n.namespace(t),o="transform"===r?i.interpolateTransformSvg:x;return this.attrTween(t,"function"==typeof e?(r.local?function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttributeNS(t.space,t.local))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttributeNS(t.space,t.local)}}:function(t,n,e){var r,i,o;return function(){var u,a,s=e(this);if(null!=s)return(u=this.getAttribute(t))===(a=s+"")?null:u===r&&a===i?o:(i=a,o=n(r=u,s));this.removeAttribute(t)}})(r,o,b(this,"attr."+t,e)):null==e?(r.local?function(t){return function(){this.removeAttributeNS(t.space,t.local)}}:function(t){return function(){this.removeAttribute(t)}})(r):(r.local?function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttributeNS(t.space,t.local);return u===o?null:u===r?i:i=n(r=u,e)}}:function(t,n,e){var r,i,o=e+"";return function(){var u=this.getAttribute(t);return u===o?null:u===r?i:i=n(r=u,e)}})(r,o,e))},attrTween:function(t,e){var r="attr."+t;if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==e)return this.tween(r,null);if("function"!=typeof e)throw new Error;var i=n.namespace(t);return this.tween(r,(i.local?function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttributeNS(t.space,t.local,n.call(this,e))}}(t,i)),e}return i._value=n,i}:function(t,n){var e,r;function i(){var i=n.apply(this,arguments);return i!==r&&(e=(r=i)&&function(t,n){return function(e){this.setAttribute(t,n.call(this,e))}}(t,i)),e}return i._value=n,i})(i,e))},style:function(t,e,r){var o="transform"==(t+="")?i.interpolateTransformCss:x;return null==e?this.styleTween(t,function(t,e){var r,i,o;return function(){var u=n.style(this,t),a=(this.style.removeProperty(t),n.style(this,t));return u===a?null:u===r&&a===i?o:o=e(r=u,i=a)}}(t,o)).on("end.style."+t,E(t)):"function"==typeof e?this.styleTween(t,function(t,e,r){var i,o,u;return function(){var a=n.style(this,t),s=r(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=n.style(this,t)),a===l?null:a===i&&l===o?u:(o=l,u=e(i=a,s))}}(t,o,b(this,"style."+t,e))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=m(this,t),l=s.on,f=null==s.value[u]?o||(o=E(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,e,r){var i,o,u=r+"";return function(){var a=n.style(this,t);return a===u?null:a===i?o:o=e(i=a,r)}}(t,o,e),r).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(b(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=w(this.node(),e).tween,o=0,u=i.length;o<u;++o)if((r=i[o]).name===t)return r.value;return null}return this.each((null==n?function(t,n){var e,r;return function(){var i=m(this,t),o=i.tween;if(o!==e)for(var u=0,a=(r=e=o).length;u<a;++u)if(r[u].name===n){(r=r.slice()).splice(u,1);break}i.tween=r}}:function(t,n,e){var r,i;if("function"!=typeof e)throw new Error;return function(){var o=m(this,t),u=o.tween;if(u!==r){i=(r=u).slice();for(var a={name:n,value:e},s=0,l=i.length;s<l;++s)if(i[s].name===n){i[s]=a;break}s===l&&i.push(a)}o.tween=i}})(e,t,n))},delay:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){y(this,t).delay=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){y(this,t).delay=n}})(n,t)):w(this.node(),n).delay},duration:function(t){var n=this._id;return arguments.length?this.each(("function"==typeof t?function(t,n){return function(){m(this,t).duration=+n.apply(this,arguments)}}:function(t,n){return n=+n,function(){m(this,t).duration=n}})(n,t)):w(this.node(),n).duration},ease:function(t){var n=this._id;return arguments.length?this.each(function(t,n){if("function"!=typeof n)throw new Error;return function(){m(this,t).ease=n}}(n,t)):w(this.node(),n).ease},end:function(){var t,n,e=this,r=e._id,i=e.size();return new Promise(function(o,u){var a={value:u},s={value:function(){0==--i&&o()}};e.each(function(){var e=m(this,r),i=e.on;i!==t&&((n=(t=i).copy())._.cancel.push(a),n._.interrupt.push(a),n._.end.push(s)),e.on=n})})}};var P={time:null,delay:0,duration:250,ease:u.easeCubicInOut};function z(t,n){for(var e;!(e=t.__transition)||!(e=e[n]);)if(!(t=t.parentNode))return P.time=r.now(),P;return e}n.selection.prototype.interrupt=function(t){return this.each(function(){g(this,t)})},n.selection.prototype.transition=function(t){var n,e;t instanceof N?(n=t._id,t=t._name):(n=q(),(e=P).time=r.now(),t=null==t?null:t+"");for(var i=this._groups,o=i.length,u=0;u<o;++u)for(var a,s=i[u],l=s.length,f=0;f<l;++f)(a=s[f])&&p(a,t,n,f,s,e||z(a,n));return new N(i,this._parents,t,n)};var O=[null];t.active=function(t,n){var e,r,i=t.__transition;if(i)for(r in n=null==n?null:n+"",i)if((e=i[r]).state>f&&e.name===n)return new N([[t]],O,n,+r);return null},t.interrupt=g,t.transition=S,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-drag/ v1.2.5 Copyright 2019 Mike Bostock
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("d3-dispatch"),require("d3-selection")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-selection"],e):e((t=t||self).d3=t.d3||{},t.d3,t.d3)}(this,function(t,e,n){"use strict";function o(){n.event.stopImmediatePropagation()}function i(){n.event.preventDefault(),n.event.stopImmediatePropagation()}function r(t){var e=t.document.documentElement,o=n.select(t).on("dragstart.drag",i,!0);"onselectstart"in e?o.on("selectstart.drag",i,!0):(e.__noselect=e.style.MozUserSelect,e.style.MozUserSelect="none")}function c(t,e){var o=t.document.documentElement,r=n.select(t).on("dragstart.drag",null);e&&(r.on("click.drag",i,!0),setTimeout(function(){r.on("click.drag",null)},0)),"onselectstart"in o?r.on("selectstart.drag",null):(o.style.MozUserSelect=o.__noselect,delete o.__noselect)}function u(t){return function(){return t}}function s(t,e,n,o,i,r,c,u,s,a){this.target=t,this.type=e,this.subject=n,this.identifier=o,this.active=i,this.x=r,this.y=c,this.dx=u,this.dy=s,this._=a}function a(){return!n.event.ctrlKey&&!n.event.button}function l(){return this.parentNode}function d(t){return null==t?{x:n.event.x,y:n.event.y}:t}function f(){return navigator.maxTouchPoints||"ontouchstart"in this}s.prototype.on=function(){var t=this._.on.apply(this._,arguments);return t===this._?this:t},t.drag=function(){var t,h,v,p,g=a,m=l,y=d,b=f,_={},w=e.dispatch("start","drag","end"),x=0,T=0;function j(t){t.on("mousedown.drag",k).filter(b).on("touchstart.drag",P).on("touchmove.drag",q).on("touchend.drag touchcancel.drag",z).style("touch-action","none").style("-webkit-tap-highlight-color","rgba(0,0,0,0)")}function k(){if(!p&&g.apply(this,arguments)){var e=D("mouse",m.apply(this,arguments),n.mouse,this,arguments);e&&(n.select(n.event.view).on("mousemove.drag",E,!0).on("mouseup.drag",M,!0),r(n.event.view),o(),v=!1,t=n.event.clientX,h=n.event.clientY,e("start"))}}function E(){if(i(),!v){var e=n.event.clientX-t,o=n.event.clientY-h;v=e*e+o*o>T}_.mouse("drag")}function M(){n.select(n.event.view).on("mousemove.drag mouseup.drag",null),c(n.event.view,v),i(),_.mouse("end")}function P(){if(g.apply(this,arguments)){var t,e,i=n.event.changedTouches,r=m.apply(this,arguments),c=i.length;for(t=0;t<c;++t)(e=D(i[t].identifier,r,n.touch,this,arguments))&&(o(),e("start"))}}function q(){var t,e,o=n.event.changedTouches,r=o.length;for(t=0;t<r;++t)(e=_[o[t].identifier])&&(i(),e("drag"))}function z(){var t,e,i=n.event.changedTouches,r=i.length;for(p&&clearTimeout(p),p=setTimeout(function(){p=null},500),t=0;t<r;++t)(e=_[i[t].identifier])&&(o(),e("end"))}function D(t,e,o,i,r){var c,u,a,l=o(e,t),d=w.copy();if(n.customEvent(new s(j,"beforestart",c,t,x,l[0],l[1],0,0,d),function(){return null!=(n.event.subject=c=y.apply(i,r))&&(u=c.x-l[0]||0,a=c.y-l[1]||0,!0)}))return function f(h){var v,p=l;switch(h){case"start":_[t]=f,v=x++;break;case"end":delete _[t],--x;case"drag":l=o(e,t),v=x}n.customEvent(new s(j,h,c,t,v,l[0]+u,l[1]+a,l[0]-p[0],l[1]-p[1],d),d.apply,d,[h,i,r])}}return j.filter=function(t){return arguments.length?(g="function"==typeof t?t:u(!!t),j):g},j.container=function(t){return arguments.length?(m="function"==typeof t?t:u(t),j):m},j.subject=function(t){return arguments.length?(y="function"==typeof t?t:u(t),j):y},j.touchable=function(t){return arguments.length?(b="function"==typeof t?t:u(!!t),j):b},j.on=function(){var t=w.on.apply(w,arguments);return t===w?j:t},j.clickDistance=function(t){return arguments.length?(T=(t=+t)*t,j):Math.sqrt(T)},j},t.dragDisable=r,t.dragEnable=c,Object.defineProperty(t,"__esModule",{value:!0})});
+
+// https://d3js.org/d3-zoom/ v1.8.3 Copyright 2019 Mike Bostock
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?n(exports,require("d3-dispatch"),require("d3-drag"),require("d3-interpolate"),require("d3-selection"),require("d3-transition")):"function"==typeof define&&define.amd?define(["exports","d3-dispatch","d3-drag","d3-interpolate","d3-selection","d3-transition"],n):n((t=t||self).d3=t.d3||{},t.d3,t.d3,t.d3,t.d3,t.d3)}(this,function(t,n,e,o,i,u){"use strict";function r(t){return function(){return t}}function s(t,n,e){this.target=t,this.type=n,this.transform=e}function h(t,n,e){this.k=t,this.x=n,this.y=e}h.prototype={constructor:h,scale:function(t){return 1===t?this:new h(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new h(this.k,this.x+this.k*t,this.y+this.k*n)},apply:function(t){return[t[0]*this.k+this.x,t[1]*this.k+this.y]},applyX:function(t){return t*this.k+this.x},applyY:function(t){return 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