├── .gitignore ├── .qmd ├── README ├── _quarto.yml ├── day_1 ├── first_notebook.ipynb └── lecture │ ├── Makefile │ ├── day_1.html │ ├── day_1.qmd │ ├── images │ ├── sna.png │ └── the_fam.jpg │ └── resources │ └── custom_css.css ├── day_10 ├── day_10.ipynb ├── day_10_solutions.ipynb └── lecture │ ├── Makefile │ └── day_10.qmd ├── day_11 ├── day_11.ipynb └── lecture │ └── day_11.qmd ├── day_12 ├── day_12.ipynb ├── day_12_solutions.ipynb └── lecture │ ├── Makefile │ ├── day_12.qmd │ └── images │ └── old_bailey.jpg ├── day_13 ├── example_project.zip ├── example_project │ ├── code │ │ ├── 01_get_data.ipynb │ │ ├── 02_make_measures.ipynb │ │ └── 03_make_visualization.ipynb │ ├── data │ │ ├── processed_data.csv │ │ └── raw_data.csv │ └── paper │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── cdsc-memoir.sty │ │ ├── paper.Rtex │ │ └── refs.bib └── lecture │ ├── Makefile │ └── day_13.qmd ├── day_14 └── lecture │ ├── Makefile │ ├── day_14.html │ └── day_14.qmd ├── day_2 ├── day_2_answers.ipynb └── lecture │ ├── Makefile │ ├── day_2.html │ ├── day_2.ipynb │ └── day_2.qmd ├── day_3 ├── README ├── Wordplay Examples.ipynb ├── Wordplay solutions (selected).ipynb ├── day_3.ipynb ├── day_3_solutions.ipynb ├── lecture │ ├── Makefile │ ├── day_3.html │ ├── day_3.qmd │ └── images │ │ ├── hairball.png │ │ └── lda.png ├── scrabble.py ├── scrabble_cheater.ipynb └── sowpods.txt ├── day_4 ├── csv_test.csv ├── day_4.ipynb ├── day_4_solutions.ipynb ├── lecture │ ├── Makefile │ ├── day_4.html │ └── day_4.qmd ├── mbox-short.txt ├── scrabble.py ├── sowpods.txt └── test.txt ├── day_5 ├── baby_names ├── day_5.ipynb ├── day_5_solutions.ipynb ├── lecture │ ├── Makefile │ ├── day_5.html │ └── day_5.qmd └── mbox-short.txt ├── day_6 ├── day_6-solutions.ipynb ├── day_6.ipynb └── lecture │ ├── Makefile │ ├── day_6.html │ ├── day_6.qmd │ └── images │ └── shaw_hill_results.jpg ├── day_7 ├── day_7.ipynb ├── day_7_solutions.ipynb ├── lecture │ ├── Makefile │ ├── day_7.html │ └── day_7.qmd └── test.png ├── day_8 ├── day_8.ipynb ├── day_8_solutions.ipynb └── lecture │ ├── Makefile │ ├── day_8.html │ └── day_8.qmd ├── day_9 ├── cleaned_data.csv ├── day_9.ipynb └── lecture │ ├── Makefile │ ├── day_9.html │ └── day_9.qmd ├── extra_topics ├── intro_to_stats_and_ml.ipynb ├── lda.ipynb ├── network_analysis.ipynb ├── raw_tweets.txt ├── reddit_data.ipynb ├── twitter_v2_example_with_place_and_media.ipynb └── twitter_v2_with_place_and_media.ipynb ├── home └── jeremy │ └── Teaching │ └── intro_to_programming_and_ds │ ├── .gitignore │ └── _quarto.yml ├── libs ├── css │ └── custom_css.css ├── header-attrs-2.27 │ └── header-attrs.js └── reveal.js-4.1.2 │ ├── LICENSE │ ├── dist │ ├── reset.css │ ├── reveal.css │ ├── reveal.esm.js │ ├── reveal.js │ └── theme │ │ ├── beige.css │ │ ├── black.css │ │ ├── blood.css │ │ ├── fonts │ │ ├── Lato │ │ │ ├── Lato-1.woff │ │ │ ├── Lato-2.woff │ │ │ ├── Lato-3.woff │ │ │ ├── Lato-4.woff │ │ │ └── font.css │ │ ├── Montserrat │ │ │ ├── Montserrat-1.woff │ │ │ └── font.css │ │ ├── News-Cycle │ │ │ ├── News-Cycle-1.woff │ │ │ ├── News-Cycle-2.woff │ │ │ └── font.css │ │ ├── Open-Sans │ │ │ ├── Open-Sans-1.woff │ │ │ ├── Open-Sans-2.woff │ │ │ ├── Open-Sans-3.woff │ │ │ ├── Open-Sans-4.woff │ │ │ └── font.css │ │ ├── Quicksand │ │ │ ├── Quicksand-1.woff │ │ │ ├── Quicksand-2.woff │ │ │ └── font.css │ │ ├── Ubuntu │ │ │ ├── Ubuntu-1.woff │ │ │ ├── Ubuntu-2.woff │ │ │ ├── Ubuntu-3.woff │ │ │ ├── Ubuntu-4.woff │ │ │ └── font.css │ │ ├── league-gothic │ │ │ ├── LICENSE │ │ │ ├── league-gothic.css │ │ │ ├── league-gothic.eot │ │ │ ├── league-gothic.ttf │ │ │ └── league-gothic.woff │ │ └── source-sans-pro │ │ │ ├── LICENSE │ │ │ ├── source-sans-pro-italic.eot │ │ │ ├── source-sans-pro-italic.ttf │ │ │ ├── source-sans-pro-italic.woff │ │ │ ├── source-sans-pro-regular.eot │ │ │ ├── source-sans-pro-regular.ttf │ │ │ ├── source-sans-pro-regular.woff │ │ │ ├── source-sans-pro-semibold.eot │ │ │ ├── source-sans-pro-semibold.ttf │ │ │ ├── source-sans-pro-semibold.woff │ │ │ ├── source-sans-pro-semibolditalic.eot │ │ │ ├── source-sans-pro-semibolditalic.ttf │ │ │ ├── source-sans-pro-semibolditalic.woff │ │ │ └── source-sans-pro.css │ │ ├── league.css │ │ ├── moon.css │ │ ├── night.css │ │ ├── serif.css │ │ ├── simple.css │ │ ├── sky.css │ │ ├── solarized.css │ │ └── white.css │ └── plugin │ ├── chalkboard │ ├── LICENSE │ ├── VERSION │ ├── img │ │ ├── blackboard.png │ │ ├── boardmarker-black.png │ │ ├── boardmarker-blue.png │ │ ├── boardmarker-green.png │ │ ├── boardmarker-orange.png │ │ ├── boardmarker-purple.png │ │ ├── boardmarker-red.png │ │ ├── boardmarker-yellow.png │ │ ├── chalk-blue.png │ │ ├── chalk-green.png │ │ ├── chalk-orange.png │ │ ├── chalk-purple.png │ │ ├── chalk-red.png │ │ ├── chalk-white.png │ │ ├── chalk-yellow.png │ │ ├── sponge.png │ │ └── whiteboard.png │ ├── plugin.js │ └── style.css │ ├── customcontrols │ ├── LICENSE │ ├── VERSION │ ├── plugin.js │ └── style.css │ ├── highlight │ ├── highlight.esm.js │ ├── highlight.js │ ├── monokai.css │ ├── plugin.js │ └── zenburn.css │ ├── markdown │ ├── markdown.esm.js │ ├── markdown.js │ └── plugin.js │ ├── math │ ├── math.esm.js │ ├── math.js │ └── plugin.js │ ├── menu │ ├── LICENSE │ ├── VERSION │ ├── menu.css │ └── menu.js │ ├── notes │ ├── notes.esm.js │ ├── notes.js │ ├── plugin.js │ └── speaker-view.html │ ├── search │ ├── plugin.js │ ├── search.esm.js │ └── search.js │ └── zoom │ ├── plugin.js │ ├── zoom.esm.js │ └── zoom.js ├── random_student_picker.ipynb └── resources ├── .gitignore ├── baby_names ├── BabyNames.ipynb ├── README ├── baby_names.zip ├── yob2000.txt ├── yob2001.txt ├── yob2002.txt ├── yob2003.txt ├── yob2004.txt ├── yob2005.txt ├── yob2006.txt ├── yob2007.txt ├── yob2008.txt ├── yob2009.txt ├── yob2010.txt ├── yob2011.txt ├── yob2012.txt ├── yob2013.txt ├── yob2014.txt ├── yob2015.txt ├── yob2016.txt ├── yob2017.txt ├── yob2018.txt ├── yob2019.txt ├── yob2020.txt ├── yob2021.txt └── yob2022.txt ├── data ├── 100k_random_reddit_2018.csv ├── 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