From ef6028f60996b55dde23989ab1728e3ea08302a6 Mon Sep 17 00:00:00 2001 From: ThomasWomack Date: Thu, 15 Feb 2024 14:37:54 -0700 Subject: [PATCH 1/2] Initial draft of second tutorial and graph files --- tutorials/complex_loose_struct.gexf | 90 ++++++++ tutorials/complex_tight_struct.gexf | 143 ++++++++++++ tutorials/pyrocs_tutorial2.ipynb | 330 ++++++++++++++++++++++++++++ tutorials/simple_loose_struct.gexf | 50 +++++ tutorials/simple_tight_struct.gexf | 59 +++++ 5 files changed, 672 insertions(+) create mode 100644 tutorials/complex_loose_struct.gexf create mode 100644 tutorials/complex_tight_struct.gexf create mode 100644 tutorials/pyrocs_tutorial2.ipynb create mode 100644 tutorials/simple_loose_struct.gexf create mode 100644 tutorials/simple_tight_struct.gexf diff --git a/tutorials/complex_loose_struct.gexf b/tutorials/complex_loose_struct.gexf new file mode 100644 index 0000000..bf25fad --- /dev/null +++ b/tutorials/complex_loose_struct.gexf @@ -0,0 +1,90 @@ + + + + NetworkX 3.2.1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorials/complex_tight_struct.gexf b/tutorials/complex_tight_struct.gexf new file mode 100644 index 0000000..3a98ebd --- /dev/null +++ b/tutorials/complex_tight_struct.gexf @@ -0,0 +1,143 @@ + + + + NetworkX 3.2.1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorials/pyrocs_tutorial2.ipynb b/tutorials/pyrocs_tutorial2.ipynb new file mode 100644 index 0000000..1518ab2 --- /dev/null +++ b/tutorials/pyrocs_tutorial2.ipynb @@ -0,0 +1,330 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c030a5c2", + "metadata": {}, + "source": [ + "## Cyclomatic Complexity\n", + "\n", + "With these complex systems metrics we can quantify the complexity of organization structures, and other structural data. Here we compare the cyclomatic complexity of two organizations, a \"Tightly Structured\" organization and a \"Loosely Structured\" organization. Here are the two structures:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "0a56f323", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import networkx as nx\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import math\n", + "\n", + "graphs = {}\n", + "graphs[\"Loose Structure\"] = nx.read_gexf(\"simple_loose_struct.gexf\")\n", + "graphs[\"Tight Structure\"] = nx.read_gexf(\"simple_tight_struct.gexf\")\n", + "\n", + "def edge_label_pos_angle(src_pos, dest_pos, rad=0):\n", + " sx, sy = src_pos\n", + " dx, dy = dest_pos\n", + " \n", + " diff_x, diff_y = dx - sx, dy - sy\n", + " cx, cy = (dx + sx) / 2, (dy + sy) / 2\n", + " position = cx - diff_y * rad *.5, cy + diff_x * rad * .5\n", + " angle = 180 * math.atan2(diff_y, diff_x) / math.pi\n", + " if angle > 90 or angle < -90:\n", + " angle += 180\n", + " return position, angle\n", + "\n", + "def draw(graph, ax, title=\"\", rad=.17):\n", + " num_nodes = len(graph)\n", + " x_vals = nx.get_node_attributes(graph, \"x\")\n", + " y_vals = nx.get_node_attributes(graph, \"y\")\n", + " pos = {k:(x_vals[k], y_vals[k]) for k in graph.nodes()}\n", + " ax.set_title(title)\n", + " ax.title.set_size(15)\n", + " edge_labels={(u, v): d[\"label\"] for u, v, d in graph.edges(data=True) if \"label\" in d}\n", + " nx.draw_networkx(\n", + " graph,\n", + " pos=pos,\n", + " ax=ax,\n", + " with_labels=True,\n", + " font_size=10,\n", + " horizontalalignment=\"left\",\n", + " verticalalignment=\"bottom\",\n", + " bbox=dict(facecolor='white', alpha=0.9),\n", + " node_shape=\"o\",\n", + " arrowsize=22,\n", + " connectionstyle=\"arc3,rad=-\" + str(rad)\n", + " )\n", + " for edge, label in edge_labels.items():\n", + " u, v = edge\n", + " edge_pos, edge_angle = edge_label_pos_angle(pos[u], pos[v], rad)\n", + " x, y = edge_pos\n", + " ax.text(x, y, label, horizontalalignment='center', verticalalignment='center', rotation=edge_angle)\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 7))\n", + "fig.suptitle('Organization Structure Graphs', y=1.0, size=20)\n", + "fig.tight_layout()\n", + "for title, ax in zip(graphs, (ax1, ax2)):\n", + " draw(graphs[title], ax, title, rad=.2)" + ] + }, + { + "cell_type": "markdown", + "id": "8774a3a9", + "metadata": {}, + "source": [ + "Here are the Cyclomatic Complexities of the two structures:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "8fa2632a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cyclomatic Complexity\n", + "Loose Structure: 2\n", + "Tight Structure: 3\n" + ] + } + ], + "source": [ + "from pyrocs.complex_systems import cyclomatic_complexity as cyc_comp\n", + "\n", + "print(\"Cyclomatic Complexity\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", cyc_comp(nx.to_numpy_array(graph)))" + ] + }, + { + "cell_type": "markdown", + "id": "8f61f354", + "metadata": {}, + "source": [ + "The extra loop in the tight organizational structure increase the cyclomatic complexity metric by 1." + ] + }, + { + "cell_type": "markdown", + "id": "26a4ab3e", + "metadata": {}, + "source": [ + "## Discrete Entropy\n", + "Each node has a \"type\" property. For the simple networks, every node has a different type. For the complex graphs, there are multiple nodes with the S1 and S4 types. We characterize and compare graphs by applying the discrete entropy over their node type distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "ce3e6162", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Entropy of Node Type\n", + "Loose Structure: 2.0\n", + "Tight Structure: 2.3219280948873626\n" + ] + } + ], + "source": [ + "import pyrocs.information_theory as info\n", + "\n", + "def node_type_entropy(graph):\n", + " types = [d[\"type\"] for _, d in graph.nodes(data=True)]\n", + " return info.discrete_entropy(types)\n", + " \n", + "print(\"Entropy of Node Type\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", node_type_entropy(graph))" + ] + }, + { + "cell_type": "markdown", + "id": "71acd449", + "metadata": {}, + "source": [ + "## Functional Redundancy\n", + "Functional Redundancy is a measure of the mean similarity of two randomly drawn elements, using a similarity metric in the range 0 to 1. We can use Functional Redundancy to measure how much redundancy there is between nodes. Node are considered fully different if they have different types. If they have the same type, they are considered similar if they point to the same outgoing nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "fd4d5bfc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph Functional Redundancy\n", + "Loose Structure: 0.2777777777777777\n", + "Tight Structure: 0.20000000000000018\n" + ] + } + ], + "source": [ + "from pyrocs.biosciences import functional_redundancy\n", + "\n", + "def jaccard_index(a, b):\n", + " if not a and not b:\n", + " return 1\n", + " a = set(a)\n", + " b = set(b)\n", + " return len(a.intersection(b)) / len(a.union(b))\n", + "\n", + "def dissimilarity(graph, node_a, node_b):\n", + " \"\"\"Computes dissimilarity between two nodes.\n", + " Returns 1 for nodes of different types, otherwise returns\n", + " the Jaccard Distance between the sets of outgoing neighbors\n", + " \"\"\"\n", + " a_type = graph.nodes[node_a].get(\"type\")\n", + " b_type = graph.nodes[node_a].get(\"type\")\n", + " if a_type != b_type:\n", + " return 1\n", + " a_neighbors = list(graph.out_edges(node_a))[0]\n", + " b_neighbors = list(graph.out_edges(node_b))[0]\n", + " return 1 - jaccard_index(a_neighbors, b_neighbors)\n", + " \n", + "def fr(graph):\n", + " nodes = list(graph)\n", + " num_nodes = len(nodes)\n", + " delta = np.zeros((num_nodes, num_nodes))\n", + " for i in range(num_nodes):\n", + " for j in range(num_nodes):\n", + " delta[i, j] = dissimilarity(graph, nodes[i], nodes[j])\n", + " p = np.array([1/num_nodes] * num_nodes)\n", + " return functional_redundancy(p, delta)\n", + " \n", + "print(\"Graph Functional Redundancy\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", fr(graph))" + ] + }, + { + "cell_type": "markdown", + "id": "3cb3cf68", + "metadata": {}, + "source": [ + "## Complex Organizational Structures\n", + "Applying the above metrics to more complex metrics show " + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "146c6438", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+/PJLFStWzOI2b29v/fHHH5KkSZMmKUeOHBbLFS9eXH369JGkGNd+sCT838ToFip++PChTp8+bfFx9erVaI8Rm/dCXH/Op02bZnFUT/v27fXBBx9IklatWqW7d+9GWUfTpk310UcfRXre0dFRffv2lfTyupw9ezbC9rA68+bNG+F/xqtSpUr1WutDAAAAvMto9QAAgETn2bNn5p+jmx4mKuH3efr0qcUyDg4OatGiRZR1bNu2zfxz+/btoyxXv359pU2bNtaxGYahu3fv6sKFCxG+yMuSJYsk6cSJE9Hu37x5czk6Olrcli9fPvO5X7lyJdYxRWfZsmUaPny4JKl27doaO3ZsrPa7f/++Ll68GOEcw77kjOkc38bt27d17tw5SVLLli2VIkUKi+Xs7OzMX/Q/evTIvFi1Je3atYtyW8mSJSW9fF1j+jI2KmXKlNHZs2f1v//9L9IX5cHBwTp8+LCGDBmi3Llza8yYMW90jKhEd25x5eHDhzpw4IAkqVWrVsqcOXO8HzMuRXeNNmzYYJ6mLOzL7ahUqVJF0sv3aPiFrWMj/N/E6Kbkmj9/vooUKWLxEfZ+j8qbvBfe5nNepEgR8+fHkrBptYKDg6Odni02n08p8t/EsGmkzp49q0OHDkUbKwAAQFLBmgUAACDRCf8Fr6+v72vvH36flClTWiyTJ0+eaOfTPn36tKSXd6dGtyaBra2tPD09tX379mhj2rBhg6ZMmaJdu3ZF+OLvVeHvILYk7G74qKRJk0a+vr7RHiO2/vnnH3Xq1EmGYShfvnz6448/ZGtrG2X5vXv3asKECdq2bZt5zQlLYjrHtxH2ukmyOBokvPDbT58+rfLly1ssF901d3V1Nf/8Ntfc1dVVI0eO1MiRI3X27Fnt27dPR48e1d69e3Xq1ClJ0osXL/TVV1/Jz8/PnMB5W0WLFo2TeqJz/PhxGYYh6eUaJO+S5MmTK2fOnFFuP3LkiCTp+fPnsrOLfdfq7t27UY5qsiT830Q/P78o/669jdi+F+Lqc/7quhqvKlOmjPnnU6dOqXXr1hbLvenns02bNho9erQCAgJUsWJF1a1bV/Xr11elSpVUqFAhiyOSAAAA3neMLAAAAIlOunTpzD9HN/1EVP777z/zz1Hd9R/ToqiPHj2S9PLLpui+IJeinxbEMAx169ZNDRo00IYNG2L8Qtnf3z/a7c7OztFuD5suIyQkJNpyMblz544+/PBDPX/+XKlTp9batWujnTpm2LBhqlSpkpYuXRrtF4hSzOf4NsIfO0OGDNGWDT/FVXQxR3fNw09P8rbXPEzBggXVrVs3TZkyRSdPntT58+f14Ycfmrd///338vb2jpNjxefiwGHCf2n86sLYiV1073lJunfv3hvV+/z589cqH/7v2P3796Ms99lnn8kwjAiP2IrNeyEuP+cxfT7DTw0UH5/P/Pnza/HixUqTJo2Cg4O1fv169erVS0WKFFGGDBnUvn37OJ3ODQAA4F1AsgAAACQ64e9wPXbs2GvtGxISopMnT0p6+SV+VFOexJQAiCuzZs3SzJkzJUmenp6aM2eOzp07p6dPnyo4ONj8hV7YVEev8+VefHnx4oUaN26smzdvytbWVkuXLlXevHmjLL99+3bzne45c+bUb7/9ppMnT+rx48cKCgoyn+O3336bUKcgSe/NncF58+bVypUrVbFiRUkvp2VZtWpVnNSdUJ+Dd1VM1yfsC+h06dLp1KlTsX7EdFf9q8KvmfC6fxNjK6ZzjevPeWL4fDZr1kxXr17V77//rqZNm5oTvw8ePNCCBQtUpUoVderUSaGhoVaOFAAAIGEwDREAAEh0ChcuLFdXV/n4+GjXrl168uSJUqVKFat9t23bZr5r922mPAm7y9bHx0chISHRfpEW3Z2+06dPlyTlzp1b+/btk5OTk8VyMd2lm5C6dOlinsN73LhxqlWrVrTlw84xTZo0OnDgQJQjLRLiHMNPOxJ+hIkl4UethN8vMbKxsVGXLl20d+9eSdKlS5cS7LhhYvrC1M/Pz+Lz4UcK3blzJ24Ci0Js440q1tcVdsf/s2fPVKBAgXhLvnh5eZnXC9m8ebOaN28eL8eJTlx/zmP6fIbfHp+fz1SpUqlHjx7q0aOHJOncuXNas2aNJk6cqNu3b2vu3LkqXry4Pv3003iLAQAAILFgZAEAAEh0TCaTOnToIOnlVBZhX1LFxsSJE80/d+rU6Y1jCFunICAgQGfOnImyXEhIiI4fPx7l9rB9GzVqFGWiwDCMaBfYTUijRo3S4sWLJUk9evRQv379Ytwn7ByrVasW7ZRMYfO7RyUu7jQuXLiw+eeDBw9GWzb8oqbh90uswo+SefVaxddd2uHnyg+bmssSHx8fPXz40OK24sWLm+PbtWtX3Ab4itjGe+HChTg5XvHixSW9/DsR0/v7bdSpU8c8Lc+SJUuiTVDGl7j6nIc5fPhwrLcn5OezQIECGjRokA4cOGBeTHrp0qUJdnwAAABrIlkAAAASpU8//VSOjo6SpOHDh8fqTuolS5Zow4YNkl5+udSgQYM3Pn6NGjXMP8+fPz/Kchs2bIjyS1Lp5ZQxUvR3Mq9Zsybe77iOjVWrVpmnEKlataomTZoUq/1ic47Hjh2L8cv7sAWnAwICYnVcSzJnzqwCBQpIevkFX1QLZIeEhGjOnDmSXt4pXaJEiTc+5tt4nWmnwn8J++qiu+EX636b6/eqNGnSmOftj+5L4CVLlkR5Lq6urqpQoYKkl6/J7du3XzuO2L43cuTIYf45unjDEmJvq2HDhuZEyPjx4+OkTkscHR01YMAASS8/Z927d0/wqXHi6nMe5tSpU9FOqTRr1ixJL6dHqlq1auwDjSPZsmUzT78Wn4uyAwAAJCYkCwAAQKLk4eGhn376SZLk6+urGjVq6MSJE1GWX7p0qTp27ChJcnBw0Pz589/qbuvy5cub106YOHGixS/A7t+/r/79+0dbT548eSRJ69atszg9x+XLl9WnT583jjOuHD9+XO3bt5dhGMqZM6eWL18ue3v7WO0bdo579uyxmNS5f/++eU2G6IQtfnv58uXXiDyysOt5//59ffLJJxbLDB8+XGfPnpUkde/e3ZyYSmjDhw/Xl19+GeMX6CdOnNDPP/8s6eVUOw0bNoywPfzCwW97/V5VpUoVSS+TWpbqPn/+fIzz1H/11VeSXi7s26JFCz158iTKsjdv3oz0XGzfG2FTmEnSpEmTLCYXli5dqmXLlkVbT2zly5dPLVq0kPQyYRI2VVBUrl69+saJigEDBkR4LZo3bx7jl9jRja54XXH1OQ+vR48eFpMPixYt0saNGyVJjRs3jpeFsVevXq3Hjx9Huf3GjRv6999/JUVMQgEAALzPWLMAAAAkWv369dPly5f166+/6vr16ypVqpTatGmjRo0ayd3dXUFBQfr333+1aNEibd++XdLLO3AXLFggT0/Ptz7+5MmT5eXlpYCAAFWvXl0DBgxQnTp15OjoqCNHjmj06NG6e/euPD09dfz4cYvJiQ4dOuiLL77Q7du3Vb58eX311VcqXLiwXrx4ob/++kvjx49XQECASpQoYdWpiBo1aiQ/Pz/Z2trq+++/1507d6Id7ZAjRw7zFB0dOnTQunXr5OfnJy8vLw0aNEglS5aUJO3bt09jx47V3bt3Vb58ee3fvz/KOitUqKAdO3bo8OHD+uGHH/TBBx+Yj+Hk5KQsWbLE6lw+/vhjLVy4UPv379fs2bN17do19e7dWzly5NCdO3c0a9YsrVy5UpKUK1euBF94OTxfX1/98ssvGjt2rGrUqKHq1avL09NT6dOnl2EYunbtmrZs2aK5c+eav/ju16+f+YvbMNmzZ1fWrFl18+ZN/fzzz8qaNavy5ctnnkM/Y8aMEaboeR29e/fW2rVr5e/vr6pVq2rYsGEqXry4fH19tX37dv36669Knz69bG1to5wep2HDhuratatmzpypffv2qWDBgurbt68qVqyolClT6sGDBzpy5Ij++OMPFStWzDzqI0yFChV09epVrV27Vr///rsqVqxoHm2QMmVKZciQQZJkZ2ennj17avTo0Tp9+rSqV6+uL7/8UtmzZ9d///2nZcuWac6cOapQoYL27dv3RtfjVVOmTNGRI0d05coVDRw4UGvWrFGHDh1UqFAhOTo66uHDhzpx4oQ2b96sv/76S02aNFGbNm1e+zh2dnZatmyZGjZsqEOHDmnVqlXaunWrWrdurWrVqil79uxKkSKF/Pz8dOXKFe3atUt//PGHeX9nZ+e3Os+4+pyHKVWqlI4cOaJSpUrpq6++UpEiRfTkyRMtX75cv//+u6SX00qFJcni2vjx49WuXTvVr19f1atXV4ECBZQqVSo9evRIR44c0cSJE+Xv7y/p5d8UAACAJMEAAABI5KZMmWK4uroakqJ9FChQwNi1a1e0dXl5eRmSDC8vr1gde86cOYa9vb3F49nZ2RnTp0832rdvb0gy8ufPH2n/wMBAo3bt2lHG7OTkZCxdutTo2LGjIclwd3ePVMfVq1fN5WfPnh1tvO7u7oYko2PHjpG2zZ4921zP1atXI2yL6dq++tixY0eE/Tt37hxlWVtbW2P8+PHG0KFDzc9ZcvPmzShf51dfr7Dnhw4darGuhw8fGhUrVozx/eLt7W1x/5hiDbNjx44or0ls/Pzzz4atrW2srrmNjY3Rv39/IyQkxGJdv/32W5T7hn/fxPbcwvvkk0+irDt79uzG2bNno33vGYZhBAcHG3379jVMJlO052lp/2PHjhmOjo6xKu/n52eUK1cuyvqrVq1qnD59OtrPVHSfR0vu3LljVK5cOVavY+fOnWNVZ1T8/f2N/v37G8mSJYvV8VKmTGkMHjzY8PX1jVTX674X4uJzHv6zG76spbj//vtvi3VE97csvOj+dob9L4jpMzdy5MhYXRsAAID3AdMQAQCARO/jjz/W5cuXNXHiRNWtW1fZsmVTsmTJlDx5cuXKlUutW7fW4sWLder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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "graphs.clear()\n", + "graphs[\"Loose Structure (Simple)\"] = nx.read_gexf(\"simple_loose_struct.gexf\")\n", + "graphs[\"Tight Structure (Simple)\"] = nx.read_gexf(\"simple_tight_struct.gexf\")\n", + "graphs[\"Loose Structure (Complex)\"] = nx.read_gexf(\"complex_loose_struct.gexf\")\n", + "graphs[\"Tight Structure (Complex)\"] = nx.read_gexf(\"complex_tight_struct.gexf\")\n", + "\n", + "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(16, 12))\n", + "fig.suptitle('Organization Structure Graphs', y=1.0, size=20)\n", + "fig.tight_layout()\n", + "for title, ax in zip(graphs, (ax1, ax2, ax3, ax4)):\n", + " draw(graphs[title], ax, title, rad=.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "298174f2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Entropy of Node Type\n", + "Loose Structure (Simple): 2.0\n", + "Tight Structure (Simple): 2.3219280948873626\n", + "Loose Structure (Complex): 1.5487949406953985\n", + "Tight Structure (Complex): 1.9143411836123518\n", + "\n", + "Graph Functional Redundancy\n", + "Loose Structure (Simple): 0.2777777777777777\n", + "Tight Structure (Simple): 0.20000000000000018\n", + "Loose Structure (Complex): 0.22619047619047605\n", + "Tight Structure (Complex): 0.10683760683760712\n" + ] + } + ], + "source": [ + "print(\"Entropy of Node Type\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", node_type_entropy(graph))\n", + " \n", + "print(\"\\nGraph Functional Redundancy\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", fr(graph))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cdb42c15", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/simple_loose_struct.gexf b/tutorials/simple_loose_struct.gexf new file mode 100644 index 0000000..b3af1af --- /dev/null +++ b/tutorials/simple_loose_struct.gexf @@ -0,0 +1,50 @@ + + + + NetworkX 3.2.1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorials/simple_tight_struct.gexf b/tutorials/simple_tight_struct.gexf new file mode 100644 index 0000000..fc43cba --- /dev/null +++ b/tutorials/simple_tight_struct.gexf @@ -0,0 +1,59 @@ + + + + NetworkX 3.2.1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From dd363caf4d0e16c0677f6b0f720d08168b908db0 Mon Sep 17 00:00:00 2001 From: Gunda Date: Thu, 15 Feb 2024 15:30:48 -0700 Subject: [PATCH 2/2] updated tutorial 2 --- tutorials/pyrocs_tutorial2.ipynb | 330 ------------------ ...cs_tutorial_representative_analysis.ipynb} | 6 +- ...rocs_tutorial_structural_comparisons.ipynb | 322 +++++++++++++++++ tutorials/simple_loose_struct.gexf | 50 --- tutorials/simple_tight_struct.gexf | 59 ---- 5 files changed, 325 insertions(+), 442 deletions(-) delete mode 100644 tutorials/pyrocs_tutorial2.ipynb rename tutorials/{pyrocs_tutorial.ipynb => pyrocs_tutorial_representative_analysis.ipynb} (99%) create mode 100644 tutorials/pyrocs_tutorial_structural_comparisons.ipynb delete mode 100644 tutorials/simple_loose_struct.gexf delete mode 100644 tutorials/simple_tight_struct.gexf diff --git a/tutorials/pyrocs_tutorial2.ipynb b/tutorials/pyrocs_tutorial2.ipynb deleted file mode 100644 index 1518ab2..0000000 --- a/tutorials/pyrocs_tutorial2.ipynb +++ /dev/null @@ -1,330 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "c030a5c2", - "metadata": {}, - "source": [ - "## Cyclomatic Complexity\n", - "\n", - "With these complex systems metrics we can quantify the complexity of organization structures, and other structural data. Here we compare the cyclomatic complexity of two organizations, a \"Tightly Structured\" organization and a \"Loosely Structured\" organization. Here are the two structures:" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "0a56f323", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import networkx as nx\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import math\n", - "\n", - "graphs = {}\n", - "graphs[\"Loose Structure\"] = nx.read_gexf(\"simple_loose_struct.gexf\")\n", - "graphs[\"Tight Structure\"] = nx.read_gexf(\"simple_tight_struct.gexf\")\n", - "\n", - "def edge_label_pos_angle(src_pos, dest_pos, rad=0):\n", - " sx, sy = src_pos\n", - " dx, dy = dest_pos\n", - " \n", - " diff_x, diff_y = dx - sx, dy - sy\n", - " cx, cy = (dx + sx) / 2, (dy + sy) / 2\n", - " position = cx - diff_y * rad *.5, cy + diff_x * rad * .5\n", - " angle = 180 * math.atan2(diff_y, diff_x) / math.pi\n", - " if angle > 90 or angle < -90:\n", - " angle += 180\n", - " return position, angle\n", - "\n", - "def draw(graph, ax, title=\"\", rad=.17):\n", - " num_nodes = len(graph)\n", - " x_vals = nx.get_node_attributes(graph, \"x\")\n", - " y_vals = nx.get_node_attributes(graph, \"y\")\n", - " pos = {k:(x_vals[k], y_vals[k]) for k in graph.nodes()}\n", - " ax.set_title(title)\n", - " ax.title.set_size(15)\n", - " edge_labels={(u, v): d[\"label\"] for u, v, d in graph.edges(data=True) if \"label\" in d}\n", - " nx.draw_networkx(\n", - " graph,\n", - " pos=pos,\n", - " ax=ax,\n", - " with_labels=True,\n", - " font_size=10,\n", - " horizontalalignment=\"left\",\n", - " verticalalignment=\"bottom\",\n", - " bbox=dict(facecolor='white', alpha=0.9),\n", - " node_shape=\"o\",\n", - " arrowsize=22,\n", - " connectionstyle=\"arc3,rad=-\" + str(rad)\n", - " )\n", - " for edge, label in edge_labels.items():\n", - " u, v = edge\n", - " edge_pos, edge_angle = edge_label_pos_angle(pos[u], pos[v], rad)\n", - " x, y = edge_pos\n", - " ax.text(x, y, label, horizontalalignment='center', verticalalignment='center', rotation=edge_angle)\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 7))\n", - "fig.suptitle('Organization Structure Graphs', y=1.0, size=20)\n", - "fig.tight_layout()\n", - "for title, ax in zip(graphs, (ax1, ax2)):\n", - " draw(graphs[title], ax, title, rad=.2)" - ] - }, - { - "cell_type": "markdown", - "id": "8774a3a9", - "metadata": {}, - "source": [ - "Here are the Cyclomatic Complexities of the two structures:" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "8fa2632a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cyclomatic Complexity\n", - "Loose Structure: 2\n", - "Tight Structure: 3\n" - ] - } - ], - "source": [ - "from pyrocs.complex_systems import cyclomatic_complexity as cyc_comp\n", - "\n", - "print(\"Cyclomatic Complexity\")\n", - "for title, graph in graphs.items():\n", - " print(title + \":\", cyc_comp(nx.to_numpy_array(graph)))" - ] - }, - { - "cell_type": "markdown", - "id": "8f61f354", - "metadata": {}, - "source": [ - "The extra loop in the tight organizational structure increase the cyclomatic complexity metric by 1." - ] - }, - { - "cell_type": "markdown", - "id": "26a4ab3e", - "metadata": {}, - "source": [ - "## Discrete Entropy\n", - "Each node has a \"type\" property. For the simple networks, every node has a different type. For the complex graphs, there are multiple nodes with the S1 and S4 types. We characterize and compare graphs by applying the discrete entropy over their node type distributions" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "ce3e6162", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Entropy of Node Type\n", - "Loose Structure: 2.0\n", - "Tight Structure: 2.3219280948873626\n" - ] - } - ], - "source": [ - "import pyrocs.information_theory as info\n", - "\n", - "def node_type_entropy(graph):\n", - " types = [d[\"type\"] for _, d in graph.nodes(data=True)]\n", - " return info.discrete_entropy(types)\n", - " \n", - "print(\"Entropy of Node Type\")\n", - "for title, graph in graphs.items():\n", - " print(title + \":\", node_type_entropy(graph))" - ] - }, - { - "cell_type": "markdown", - "id": "71acd449", - "metadata": {}, - "source": [ - "## Functional Redundancy\n", - "Functional Redundancy is a measure of the mean similarity of two randomly drawn elements, using a similarity metric in the range 0 to 1. We can use Functional Redundancy to measure how much redundancy there is between nodes. Node are considered fully different if they have different types. If they have the same type, they are considered similar if they point to the same outgoing nodes" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "fd4d5bfc", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Graph Functional Redundancy\n", - "Loose Structure: 0.2777777777777777\n", - "Tight Structure: 0.20000000000000018\n" - ] - } - ], - "source": [ - "from pyrocs.biosciences import functional_redundancy\n", - "\n", - "def jaccard_index(a, b):\n", - " if not a and not b:\n", - " return 1\n", - " a = set(a)\n", - " b = set(b)\n", - " return len(a.intersection(b)) / len(a.union(b))\n", - "\n", - "def dissimilarity(graph, node_a, node_b):\n", - " \"\"\"Computes dissimilarity between two nodes.\n", - " Returns 1 for nodes of different types, otherwise returns\n", - " the Jaccard Distance between the sets of outgoing neighbors\n", - " \"\"\"\n", - " a_type = graph.nodes[node_a].get(\"type\")\n", - " b_type = graph.nodes[node_a].get(\"type\")\n", - " if a_type != b_type:\n", - " return 1\n", - " a_neighbors = list(graph.out_edges(node_a))[0]\n", - " b_neighbors = list(graph.out_edges(node_b))[0]\n", - " return 1 - jaccard_index(a_neighbors, b_neighbors)\n", - " \n", - "def fr(graph):\n", - " nodes = list(graph)\n", - " num_nodes = len(nodes)\n", - " delta = np.zeros((num_nodes, num_nodes))\n", - " for i in range(num_nodes):\n", - " for j in range(num_nodes):\n", - " delta[i, j] = dissimilarity(graph, nodes[i], nodes[j])\n", - " p = np.array([1/num_nodes] * num_nodes)\n", - " return functional_redundancy(p, delta)\n", - " \n", - "print(\"Graph Functional Redundancy\")\n", - "for title, graph in graphs.items():\n", - " print(title + \":\", fr(graph))" - ] - }, - { - "cell_type": "markdown", - "id": "3cb3cf68", - "metadata": {}, - "source": [ - "## Complex Organizational Structures\n", - "Applying the above metrics to more complex metrics show " - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "146c6438", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "graphs.clear()\n", - "graphs[\"Loose Structure (Simple)\"] = nx.read_gexf(\"simple_loose_struct.gexf\")\n", - "graphs[\"Tight Structure (Simple)\"] = nx.read_gexf(\"simple_tight_struct.gexf\")\n", - "graphs[\"Loose Structure (Complex)\"] = nx.read_gexf(\"complex_loose_struct.gexf\")\n", - "graphs[\"Tight Structure (Complex)\"] = nx.read_gexf(\"complex_tight_struct.gexf\")\n", - "\n", - "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(16, 12))\n", - "fig.suptitle('Organization Structure Graphs', y=1.0, size=20)\n", - "fig.tight_layout()\n", - "for title, ax in zip(graphs, (ax1, ax2, ax3, ax4)):\n", - " draw(graphs[title], ax, title, rad=.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "298174f2", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Entropy of Node Type\n", - "Loose Structure (Simple): 2.0\n", - "Tight Structure (Simple): 2.3219280948873626\n", - "Loose Structure (Complex): 1.5487949406953985\n", - "Tight Structure (Complex): 1.9143411836123518\n", - "\n", - "Graph Functional Redundancy\n", - "Loose Structure (Simple): 0.2777777777777777\n", - "Tight Structure (Simple): 0.20000000000000018\n", - "Loose Structure (Complex): 0.22619047619047605\n", - "Tight Structure (Complex): 0.10683760683760712\n" - ] - } - ], - "source": [ - "print(\"Entropy of Node Type\")\n", - "for title, graph in graphs.items():\n", - " print(title + \":\", node_type_entropy(graph))\n", - " \n", - "print(\"\\nGraph Functional Redundancy\")\n", - "for title, graph in graphs.items():\n", - " print(title + \":\", fr(graph))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cdb42c15", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/tutorials/pyrocs_tutorial.ipynb b/tutorials/pyrocs_tutorial_representative_analysis.ipynb similarity index 99% rename from tutorials/pyrocs_tutorial.ipynb rename to tutorials/pyrocs_tutorial_representative_analysis.ipynb index d343a57..89e2ea2 100644 --- a/tutorials/pyrocs_tutorial.ipynb +++ b/tutorials/pyrocs_tutorial_representative_analysis.ipynb @@ -9,7 +9,7 @@ "\n", "## Introduction\n", "\n", - "For this example, we are interested in understanding how representative (i.e., possible similarities and differences) a subset corpus is of the global corpus. The global corpus captures information about newspaper content collected from around the world during May 19-Jun 11, 2019. In contrast, the subset corpus contains only information about articles that were extracted (from the global corpus) using machine learning for a particular topic. Both the global and subset corpus datasets contain a count of the number of articles present for a given country and language on a particular date of publication." + "For this tutorial, we are interested in understanding how representative (i.e., possible similarities and differences) a subset corpus is of the global corpus. The global corpus captures information about newspaper content collected from around the world during May 19-Jun 11, 2019. In contrast, the subset corpus contains only information about articles that were extracted (from the global corpus) using machine learning for a particular topic. Both the global and subset corpus datasets contain a count of the number of articles present for a given country and language on a particular date of publication." ] }, { @@ -963,7 +963,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -977,7 +977,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/tutorials/pyrocs_tutorial_structural_comparisons.ipynb b/tutorials/pyrocs_tutorial_structural_comparisons.ipynb new file mode 100644 index 0000000..b6f6c91 --- /dev/null +++ b/tutorials/pyrocs_tutorial_structural_comparisons.ipynb @@ -0,0 +1,322 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "c030a5c2", + "metadata": {}, + "source": [ + "# Tutorial: Structural Comparisons\n", + "\n", + "## Introduction\n", + "\n", + "For this tutorial, we are interested in understanding differences in two organizational structures. Organizations are made of multiple components, which can be linked together in different ways. The organization can include an operational unit (S1), coordination unit (S2), resource allocation unit (S3), situational awareness unit (S4), and overall policy setting unit (S5). These components within organizations could have well-defined roles and responsibilities, with clear feedback between components (i.e., \"tightly structured\"). Organizations can also be more loosely structured, with relatively little connection between components. Below is an example of how these two types of organizations could be laid out, with more feedback present within the tightly structured organization. We also include a possible outside influence (\"Att\") and the environment (\"Env\") interacting with the organization." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "12e867e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import networkx as nx\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import math\n", + "\n", + "graphs = {}\n", + "graphs[\"Loosely Structured\"] = nx.read_gexf(\"complex_loose_struct.gexf\")\n", + "graphs[\"Tightly Structured\"] = nx.read_gexf(\"complex_tight_struct.gexf\")\n", + "\n", + "def edge_label_pos_angle(src_pos, dest_pos, rad=0):\n", + " sx, sy = src_pos\n", + " dx, dy = dest_pos\n", + " \n", + " diff_x, diff_y = dx - sx, dy - sy\n", + " cx, cy = (dx + sx) / 2, (dy + sy) / 2\n", + " position = cx - diff_y * rad *.5, cy + diff_x * rad * .5\n", + " angle = 180 * math.atan2(diff_y, diff_x) / math.pi\n", + " if angle > 90 or angle < -90:\n", + " angle += 180\n", + " return position, angle\n", + "\n", + "def draw(graph, ax, title=\"\", rad=.17):\n", + " num_nodes = len(graph)\n", + " x_vals = nx.get_node_attributes(graph, \"x\")\n", + " y_vals = nx.get_node_attributes(graph, \"y\")\n", + " pos = {k:(x_vals[k], y_vals[k]) for k in graph.nodes()}\n", + " ax.set_title(title)\n", + " ax.title.set_size(15)\n", + " edge_labels={(u, v): d[\"label\"] for u, v, d in graph.edges(data=True) if \"label\" in d}\n", + " nx.draw_networkx(\n", + " graph,\n", + " pos=pos,\n", + " ax=ax,\n", + " with_labels=True,\n", + " font_size=10,\n", + " horizontalalignment=\"left\",\n", + " verticalalignment=\"bottom\",\n", + " bbox=dict(facecolor='white', alpha=0.9),\n", + " node_shape=\"o\",\n", + " arrowsize=22,\n", + " connectionstyle=\"arc3,rad=-\" + str(rad)\n", + " )\n", + " for edge, label in edge_labels.items():\n", + " u, v = edge\n", + " edge_pos, edge_angle = edge_label_pos_angle(pos[u], pos[v], rad)\n", + " x, y = edge_pos\n", + " ax.text(x, y, label, horizontalalignment='center', verticalalignment='center', rotation=edge_angle)\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 7))\n", + "fig.suptitle('Organization Structure Graphs', y=1.0, size=20)\n", + "fig.tight_layout()\n", + "for title, ax in zip(graphs, (ax1, ax2)):\n", + " draw(graphs[title], ax, title, rad=.2)" + ] + }, + { + "cell_type": "markdown", + "id": "d32fea2b", + "metadata": {}, + "source": [ + "These two organizations vary in the number of nodes and edges present." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2da04839", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Numbers of Nodes:\n", + "Loosely Structured: 8\n", + "Tightly Structured: 13\n", + "Numbers of Edges:\n", + "Loosely Structured: 17\n", + "Tightly Structured: 35\n" + ] + } + ], + "source": [ + "print(\"Numbers of Nodes:\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", len(graph))\n", + " \n", + "print(\"Numbers of Edges:\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", len(graph.edges)) " + ] + }, + { + "cell_type": "markdown", + "id": "fdb118d6", + "metadata": {}, + "source": [ + "## Implementation of Metrics" + ] + }, + { + "cell_type": "markdown", + "id": "3abb449f", + "metadata": {}, + "source": [ + "Metrics within pyRoCS can be implemented to help quantify possible differences between the two organizational structures. Below, we step through how three of these metrics are used to understand complexity of the organizational structures." + ] + }, + { + "cell_type": "markdown", + "id": "4ed361f1", + "metadata": {}, + "source": [ + "## Cyclomatic Complexity\n", + "There are different ways that we can measure the structure of an organization. These include counting the number of components (i.e., nodes) and connections between them (i.e, edges). However, to understand the number of linearly independent paths that are present within the organizations, it is helpful to actually combine these two numbers into an overall cyclomatic complexity score. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8fa2632a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cyclomatic Complexity\n", + "Loosely Structured: 6.0\n", + "Tightly Structured: 19.0\n" + ] + } + ], + "source": [ + "from pyrocs.complex_systems import cyclomatic_complexity as cyc_comp\n", + "\n", + "print(\"Cyclomatic Complexity\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", cyc_comp(nx.to_numpy_array(graph)))" + ] + }, + { + "cell_type": "markdown", + "id": "8774a3a9", + "metadata": {}, + "source": [ + "The cyclomatic complexity score demonstrates how there are significantly more feedback loops or connections within the tightly structured organization." + ] + }, + { + "cell_type": "markdown", + "id": "26a4ab3e", + "metadata": {}, + "source": [ + "## Discrete Entropy\n", + "\n", + "In addition to looking at the overall connectivity, we can also characterize the relative diversity of components within the organization (i.e., distribution of S1s, S4s, etc). " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ce3e6162", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Entropy of Node Type\n", + "Loosely Structured: 1.55\n", + "Tightly Structured: 1.91\n" + ] + } + ], + "source": [ + "import pyrocs.information_theory as info\n", + "\n", + "def node_type_entropy(graph):\n", + " types = [d[\"type\"] for _, d in graph.nodes(data=True)]\n", + " return info.discrete_entropy(types)\n", + " \n", + "print(\"Entropy of Node Type\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", round(node_type_entropy(graph),2))" + ] + }, + { + "cell_type": "markdown", + "id": "4ce70ab7", + "metadata": {}, + "source": [ + "The discrete entropy score indicates that there is a more even distribution of node types within the tightly structured organization (i.e., high counts of both S1 and S4) whereas the loosely structured organization only has one component that repeats (S1)." + ] + }, + { + "cell_type": "markdown", + "id": "71acd449", + "metadata": {}, + "source": [ + "## Functional Redundancy\n", + "\n", + "Functional Redundancy, which measures the expected mean similarity of two randomly drawn elements, can be used to evaluate how much redundancy there is between nodes. For the purposes of this example, nodes are considered similar if they are the same type of component pointed to the same outgoing component and fully different if they are different components. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fd4d5bfc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph Functional Redundancy\n", + "Loosely Structured: 0.23\n", + "Tightly Structured: 0.11\n" + ] + } + ], + "source": [ + "from pyrocs.biosciences import functional_redundancy\n", + "\n", + "def jaccard_index(a, b):\n", + " if not a and not b:\n", + " return 1\n", + " a = set(a)\n", + " b = set(b)\n", + " return len(a.intersection(b)) / len(a.union(b))\n", + "\n", + "def dissimilarity(graph, node_a, node_b):\n", + " \"\"\"Computes dissimilarity between two nodes.\n", + " Returns 1 for nodes of different types, otherwise returns\n", + " the Jaccard Distance between the sets of outgoing neighbors\n", + " \"\"\"\n", + " a_type = graph.nodes[node_a].get(\"type\")\n", + " b_type = graph.nodes[node_a].get(\"type\")\n", + " if a_type != b_type:\n", + " return 1\n", + " a_neighbors = list(graph.out_edges(node_a))[0]\n", + " b_neighbors = list(graph.out_edges(node_b))[0]\n", + " return 1 - jaccard_index(a_neighbors, b_neighbors)\n", + " \n", + "def fr(graph):\n", + " nodes = list(graph)\n", + " num_nodes = len(nodes)\n", + " delta = np.zeros((num_nodes, num_nodes))\n", + " for i in range(num_nodes):\n", + " for j in range(num_nodes):\n", + " delta[i, j] = dissimilarity(graph, nodes[i], nodes[j])\n", + " p = np.array([1/num_nodes] * num_nodes)\n", + " return functional_redundancy(p, delta)\n", + " \n", + "print(\"Graph Functional Redundancy\")\n", + "for title, graph in graphs.items():\n", + " print(title + \":\", round(fr(graph),2))" + ] + }, + { + "cell_type": "markdown", + "id": "6d80b92f", + "metadata": {}, + "source": [ + "The functional redundancy score indicates that there is actually more redundancy within the loosely structured organization, since all of the S1s are pointed to the same outgoing node (i.e., S5). In contrast, the tightly structured organization has a lot more variability in which components are connected together, thus leading to a lower functional redundancy score." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/tutorials/simple_loose_struct.gexf b/tutorials/simple_loose_struct.gexf deleted file mode 100644 index b3af1af..0000000 --- a/tutorials/simple_loose_struct.gexf +++ /dev/null @@ -1,50 +0,0 @@ - - - - NetworkX 3.2.1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/tutorials/simple_tight_struct.gexf b/tutorials/simple_tight_struct.gexf deleted file mode 100644 index fc43cba..0000000 --- a/tutorials/simple_tight_struct.gexf +++ /dev/null @@ -1,59 +0,0 @@ - - - - NetworkX 3.2.1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -