Editing Intro to Programming and Data Science (Fall 2022)
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* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_8/day_8.ipynb Intro to APIs Notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_8/day_8.ipynb Intro to APIs Notebook] | ||
** (Long) [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014642/View walkthrough of notebook] | ** (Long) [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014642/View walkthrough of notebook] | ||
* Kieran Healy and James Moody (2014). “[https://doi.org/10.1146/annurev-soc-071312-145551 Data Visualization in Sociology].” American Review of Sociology. 40: 105-28. | * Kieran Healy and James Moody (2014). “[https://doi.org/10.1146/annurev-soc-071312-145551 Data Visualization in Sociology].” American Review of Sociology. 40: 105-28. | ||
** Discussant: Keqin | ** Discussant: Keqin | ||
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** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014643/View Notebook walkthrough] | ** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014643/View Notebook walkthrough] | ||
* Python for Everybody, Chapter 13 | * Python for Everybody, Chapter 13 | ||
* Vitak, J., Shilton, K., & Ashktorab, Z. (2016). [https://doi.org/10.1145/2818048.2820078 Beyond the Belmont Principles: Ethical Challenges, Practices, and Beliefs in the Online Data Research Community]. Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 941–953. | |||
** Discussant: Ryan | |||
* | * (Optional) Williams, M. L., Burnap, P., & Sloan, L. (2017). [https://doi.org/10.1177/0038038517708140 Towards an Ethical Framework for Publishing Twitter Data in Social Research: Taking into Account Users’ Views, Online Context and Algorithmic Estimation]: Sociology. | ||
* | * (Optional) Salganik, M. [https://www.bitbybitbook.com/en/1st-ed/ethics/ Ethics] chapter from Bit By Bit. | ||
* (Optional) Crawford, K., & Finn, M. (2015). [https://doi.org/10.1007/s10708-014-9597-z The limits of crisis data: Analytical and ethical challenges of using social and mobile data to understand disasters]. GeoJournal, 80(4), 491–502. | |||
* If you are interested in doing web scraping, then look at this [https://github.com/CU-ITSS/Web-Data-Scraping-S2019 incredible mini-course on the topic]. It is all done with Jupyter Notebooks and you have all of the prerequisite knowledge to understand it. | * If you are interested in doing web scraping, then look at this [https://github.com/CU-ITSS/Web-Data-Scraping-S2019 incredible mini-course on the topic]. It is all done with Jupyter Notebooks and you have all of the prerequisite knowledge to understand it. | ||
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* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_10/day_10.ipynb Today's Notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_10/day_10.ipynb Today's Notebook] | ||
** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014644/View Notebook walkthrough] | ** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014644/View Notebook walkthrough] | ||
* | * Christopher A. Bail et al. 2018. [https://doi.org/10.1073/pnas.1804840115 Exposure to opposing views on social media can increase political polarization]. PNAS 115(37): 9216-9221 | ||
** Discussant: Angela | |||
'''Agenda:''' | '''Agenda:''' | ||
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** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014645/View Notebook walkthrough] | ** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014645/View Notebook walkthrough] | ||
* Robert K. Merton. 1948. [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2087142?sid=primo&origin=crossref&seq=1#metadata_info_tab_contents The Bearing of Empirical Research Upon the Development of Social Theory]. American Sociological Review 13(5): 505-515. | * Robert K. Merton. 1948. [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2087142?sid=primo&origin=crossref&seq=1#metadata_info_tab_contents The Bearing of Empirical Research Upon the Development of Social Theory]. American Sociological Review 13(5): 505-515. | ||
* | * Sara Klingenstein, Tim Hitchcock, and Simon DeDeo. 2014. [https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4084475/ The civilizing process in London’s Old Baily]. Proceedings of the National Academy of Sciences 111(26): 9419-9424. | ||
** Discussant: | ** Discussant: Bakhti | ||
'''Resources:''' | '''Resources:''' | ||
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* [https://www.youtube.com/watch?v=SWYqp7iY_Tc Git & GitHub Crash Course For Beginners] - YouTube video (not by me) introducing Git and Github | * [https://www.youtube.com/watch?v=SWYqp7iY_Tc Git & GitHub Crash Course For Beginners] - YouTube video (not by me) introducing Git and Github | ||
* [https://learngitbranching.js.org/ Interactive git branching tutorial] | * [https://learngitbranching.js.org/ Interactive git branching tutorial] | ||
* | * DellaPosta, D., Shi, Y., & Macy, M. (2015). [https://doi.org/10.1086/681254 Why Do Liberals Drink Lattes]? American Journal of Sociology, 120(5), 1473–1511. | ||
** Discussant: | ** Discussant: Dyuti | ||
'''Agenda:''' | '''Agenda:''' | ||
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'''Resources:''' | '''Resources:''' | ||
== Week 13: Statistical summaries and tests (November 29) == | |||
== Week 13: | |||
'''Assignment Due:''' | '''Assignment Due:''' | ||
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'''Readings:''' | |||
* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_13/day_13.ipynb Week 13 Notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_13/day_13.ipynb Week 13 Notebook] | ||
** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014646/View Notebook walkthrough] | ** [https://purdue.brightspace.com/d2l/le/content/598734/viewContent/10014646/View Notebook walkthrough] | ||
* Tan, C. (2018). [https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17811 Tracing community genealogy: How new communities emerge from the old]. Proceedings of the Twelfth International Conference on Web and Social Media (ICWSM ’18), 395–404. | |||
** Discussant: Woojin | |||
'''Agenda:''' | '''Agenda:''' | ||
* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_13/lecture/day_13.html Today's slides] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_13/lecture/day_13.html Today's slides] | ||
== Week 15: Final Project Presentation (December 6) == | == Week 15: Final Project Presentation (December 6) == | ||
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* [https://youtu.be/rQEsIs9LERM Using Tweepy to do full historical search on Twitter] | * [https://youtu.be/rQEsIs9LERM Using Tweepy to do full historical search on Twitter] | ||
* [https://www.youtube.com/watch?v=K8L6KVGG-7o Regular Expressions] | * [https://www.youtube.com/watch?v=K8L6KVGG-7o Regular Expressions] | ||
* [https://www.youtube.com/watch?v=3dt4OGnU5sM List Comprehensions] | * [https://www.youtube.com/watch?v=3dt4OGnU5sM List Comprehensions] |