update link

docs/lectures/lectures.html

@@ -231,8 +231,10 @@ <h2 class="anchored" data-anchor-id="schedule">Schedule</h2>
 <li><strong>Assignment 07 due (5%)</strong></li>
 <li><strong>Assignment 08:</strong> <a href="https://github.com/danilofreire/qtm151/blob/main/assignments/08-assignment.ipynb">Problem Set 08</a></li>
 </ul></li>
-<li><p>Monday, October 28: Lecture 16: Merging Data. <a href="https://github.com/danilofreire/qtm151/blob/main/lectures/lecture-16/16-merging-data.ipynb">Jupyter Notebook</a>. <a href="https://raw.githack.com/danilofreire/qtm151/main/lectures/lecture-16/16-merging-data.html">Lecture Slides</a>.</p></li>
-<li><p><a href="https://play.kahoot.it/v2/?quizId=2f7a071d-61d4-4069-bed3-ff283a7bd1c3&amp;hostId=05eb977d-4f8a-440e-9e45-95212b29d103">Kahoot Quiz</a></p></li>
+<li><p>Monday, October 28: Lecture 16: Merging Data. <a href="https://github.com/danilofreire/qtm151/blob/main/lectures/lecture-16/16-merging-data.ipynb">Jupyter Notebook</a>. <a href="https://raw.githack.com/danilofreire/qtm151/main/lectures/lecture-16/16-merging-data.html">Lecture Slides</a>.</p>
+<ul>
+<li><a href="https://play.kahoot.it/v2/?quizId=2f7a071d-61d4-4069-bed3-ff283a7bd1c3&amp;hostId=05eb977d-4f8a-440e-9e45-95212b29d103">Kahoot Quiz</a></li>
+</ul></li>
 <li><p>Wednesday, October 30: <a href="https://github.com/danilofreire/qtm151/blob/main/lectures/lecture-17/17-introduction-sql.ipynb">Lecture 17: Introduction to SQL</a></p>
 <ul>
 <li><strong>Assignment 09:</strong> <a href="https://github.com/danilofreire/qtm151/blob/main/assignments/09-assignment.ipynb">Problem Set 09</a></li>

docs/search.json

@@ -473,6 +473,6 @@
     "href": "lectures/lectures.html#schedule",
     "title": "Lectures",
     "section": "Schedule",
-    "text": "Schedule\n\nWednesday, August 28: Lecture 01: Welcome to QTM 151 - Introduction. Please make sure to install the necessary software for the course by following the Course Tutorials: How to Install Anaconda, Jupyter, PostgreSQL, VSCode, and Open a Free Educational Account on GitHub.\nMonday, September 02: Labour Day (no class)\nWednesday, September 04: Lecture 02: GitHub Review, Introduction to Jupyter Notebooks.\n\nExtra lecture: Lecture slides. Video recording.\nAssignment 01: Problem Set 01\n\nMonday, September 09: Lecture 03: Variables and Lists. Jupyter Notebook, Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 11: Lecture 04: Mathematical Operations, Arrays, and Random Numbers. Jupyter Notebook, Lecture Slides\n\nKahoot Quiz\nAssignment 01 due (5%)\nAssignment 02: Problem Set 02\n\nMonday, September 16: Lecture 05: Boolean Variables and If/Else Statements. Jupyter Notebook, Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 18: Lecture 06: While Loops and For Loops. Jupyter Notebook, Lecture Slides\n\nKahoot Quiz\nAssignment 02 due (5%)\nAssignment 03: Problem Set 03\n\nMonday, September 23: Lecture 07: Applications 1: Simulation Studies. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 25: Lecture 08: Functions and Arguments. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz.\nAssignment 03 due (5%)\nAssignment 04: Problem Set 04\n\nMonday, September 30: Lecture 09: Global and Local Variables. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz\n\nWednesday, October 02: Lecture 10: Quiz 01: Application 02 - Operations over Multiple Datasets (6%)\n\nAssignment 05: Problem Set 05\n\nFriday, October 04: Assignment 04 due (5%)\nMonday, October 07: Lecture 11: Subsetting Data. Jupyter Notebook. Lecture Slides.\nWednesday, October 09: Lecture 12: Application 03: Linear Models. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz\nAssignment 05 due (5%)\nAssignment 06: Problem Set 06\n\nMonday, October 14: Fall Break (no class)\nWednesday, October 16: Lecture 13: Replacing and Recoding Variables. Jupyter Notebook. Lecture Slides.\n\nAssignment 06 due (5%)\nAssignment 07: Problem Set 07\n\nMonday, October 21: Lecture 14: Quiz 2: Application 4: Random Assignment (6%)\nWednesday, October 23: Lecture 15: Aggregating Data. Jupyter Notebook. Lecture Slides.\n\nAssignment 07 due (5%)\nAssignment 08: Problem Set 08\n\nMonday, October 28: Lecture 16: Merging Data. Jupyter Notebook. Lecture Slides.\nKahoot Quiz\nWednesday, October 30: Lecture 17: Introduction to SQL\n\nAssignment 09: Problem Set 09\nInstructions for the Final Project: Final Project\n\nFriday, November 01: Assignment 08 due (5%)\nMonday, November 04: Lecture 18: Quiz 3: Application 5: Practicing Chaining (6%)\nWednesday, November 06: Lecture 19: Import SQL Data into Python\n\nAssignment 09 due (5%)\nAssignment 10: Problem Set 10\n\nMonday, November 11: Lecture 20: Merging Tables in SQL\nWednesday, November 13: Lecture 21: Time Series Analysis\n\nAssignment 10 due (5%)\n\nMonday, November 18: Lecture 22: Quiz 4: Application 6: Practice SQL Queries (6%)\nWednesday, November 20: Lecture 23: Pivot Tables\nMonday, November 25: Lecture 24: Quiz 5: Application 8: Time Data, Panel Data, and Plots (6%)\nWednesday, November 27: Thanksgiving Break (no class)\nMonday, December 02: Lecture 25: Manipulating Text Data\nWednesday, December 04: Lecture 26: Advanced Plots\nMonday, December 09: Final Project due (20%)\n\nEach lecture folder contains an HTML file or a Jupyter notebook (.ipynb) with code examples and explanations, along with any additional resources or datasets used in the lecture."
+    "text": "Schedule\n\nWednesday, August 28: Lecture 01: Welcome to QTM 151 - Introduction. Please make sure to install the necessary software for the course by following the Course Tutorials: How to Install Anaconda, Jupyter, PostgreSQL, VSCode, and Open a Free Educational Account on GitHub.\nMonday, September 02: Labour Day (no class)\nWednesday, September 04: Lecture 02: GitHub Review, Introduction to Jupyter Notebooks.\n\nExtra lecture: Lecture slides. Video recording.\nAssignment 01: Problem Set 01\n\nMonday, September 09: Lecture 03: Variables and Lists. Jupyter Notebook, Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 11: Lecture 04: Mathematical Operations, Arrays, and Random Numbers. Jupyter Notebook, Lecture Slides\n\nKahoot Quiz\nAssignment 01 due (5%)\nAssignment 02: Problem Set 02\n\nMonday, September 16: Lecture 05: Boolean Variables and If/Else Statements. Jupyter Notebook, Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 18: Lecture 06: While Loops and For Loops. Jupyter Notebook, Lecture Slides\n\nKahoot Quiz\nAssignment 02 due (5%)\nAssignment 03: Problem Set 03\n\nMonday, September 23: Lecture 07: Applications 1: Simulation Studies. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz.\n\nWednesday, September 25: Lecture 08: Functions and Arguments. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz.\nAssignment 03 due (5%)\nAssignment 04: Problem Set 04\n\nMonday, September 30: Lecture 09: Global and Local Variables. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz\n\nWednesday, October 02: Lecture 10: Quiz 01: Application 02 - Operations over Multiple Datasets (6%)\n\nAssignment 05: Problem Set 05\n\nFriday, October 04: Assignment 04 due (5%)\nMonday, October 07: Lecture 11: Subsetting Data. Jupyter Notebook. Lecture Slides.\nWednesday, October 09: Lecture 12: Application 03: Linear Models. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz\nAssignment 05 due (5%)\nAssignment 06: Problem Set 06\n\nMonday, October 14: Fall Break (no class)\nWednesday, October 16: Lecture 13: Replacing and Recoding Variables. Jupyter Notebook. Lecture Slides.\n\nAssignment 06 due (5%)\nAssignment 07: Problem Set 07\n\nMonday, October 21: Lecture 14: Quiz 2: Application 4: Random Assignment (6%)\nWednesday, October 23: Lecture 15: Aggregating Data. Jupyter Notebook. Lecture Slides.\n\nAssignment 07 due (5%)\nAssignment 08: Problem Set 08\n\nMonday, October 28: Lecture 16: Merging Data. Jupyter Notebook. Lecture Slides.\n\nKahoot Quiz\n\nWednesday, October 30: Lecture 17: Introduction to SQL\n\nAssignment 09: Problem Set 09\nInstructions for the Final Project: Final Project\n\nFriday, November 01: Assignment 08 due (5%)\nMonday, November 04: Lecture 18: Quiz 3: Application 5: Practicing Chaining (6%)\nWednesday, November 06: Lecture 19: Import SQL Data into Python\n\nAssignment 09 due (5%)\nAssignment 10: Problem Set 10\n\nMonday, November 11: Lecture 20: Merging Tables in SQL\nWednesday, November 13: Lecture 21: Time Series Analysis\n\nAssignment 10 due (5%)\n\nMonday, November 18: Lecture 22: Quiz 4: Application 6: Practice SQL Queries (6%)\nWednesday, November 20: Lecture 23: Pivot Tables\nMonday, November 25: Lecture 24: Quiz 5: Application 8: Time Data, Panel Data, and Plots (6%)\nWednesday, November 27: Thanksgiving Break (no class)\nMonday, December 02: Lecture 25: Manipulating Text Data\nWednesday, December 04: Lecture 26: Advanced Plots\nMonday, December 09: Final Project due (20%)\n\nEach lecture folder contains an HTML file or a Jupyter notebook (.ipynb) with code examples and explanations, along with any additional resources or datasets used in the lecture."
   }
 ]

lectures/lectures.qmd

@@ -68,7 +68,7 @@ materials available in the [lectures folder in our course repository](https://gi
   - **Assignment 08:** [Problem Set 08](https://github.com/danilofreire/qtm151/blob/main/assignments/08-assignment.ipynb)
 
 - Monday, October 28: Lecture 16: Merging Data. [Jupyter Notebook](https://github.com/danilofreire/qtm151/blob/main/lectures/lecture-16/16-merging-data.ipynb). [Lecture Slides](https://raw.githack.com/danilofreire/qtm151/main/lectures/lecture-16/16-merging-data.html).
- - [Kahoot Quiz](https://play.kahoot.it/v2/?quizId=2f7a071d-61d4-4069-bed3-ff283a7bd1c3&hostId=05eb977d-4f8a-440e-9e45-95212b29d103)
+  - [Kahoot Quiz](https://play.kahoot.it/v2/?quizId=2f7a071d-61d4-4069-bed3-ff283a7bd1c3&hostId=05eb977d-4f8a-440e-9e45-95212b29d103)
 
 - Wednesday, October 30: [Lecture 17: Introduction to SQL](https://github.com/danilofreire/qtm151/blob/main/lectures/lecture-17/17-introduction-sql.ipynb)
   - **Assignment 09:** [Problem Set 09](https://github.com/danilofreire/qtm151/blob/main/assignments/09-assignment.ipynb)