Editing Intro to Programming and Data Science (Fall 2023)
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* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_6/day_6.ipynb Week 6 notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_6/day_6.ipynb Week 6 notebook] | ||
** [https://youtu.be/cevyNtquwuA Notebook walkthrough] | ** [https://youtu.be/cevyNtquwuA Notebook walkthrough] | ||
* Shaw, A., & Hill, B. M. (2014). Laboratories of oligarchy? How the iron law extends to peer production. Journal of Communication, 64(2), 215–238. https://doi.org/10.1111/jcom.12082 | |||
* | |||
** Discussants: Diana | ** Discussants: Diana | ||
'''Agenda:''' | '''Agenda:''' | ||
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* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_7/day_7.ipynb Week 7 notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_7/day_7.ipynb Week 7 notebook] | ||
** [https://youtu.be/fcq5BjxYkwk Notebook walkthrough] | ** [https://youtu.be/fcq5BjxYkwk Notebook walkthrough] | ||
* | * Lazer, D., & Radford, J. (2017). [https://doi.org/10.1146/annurev-soc-060116-053457 Data ex Machina: Introduction to Big Data]. Annual Review of Sociology, 43(1), 19–39. | ||
** Discussant: Jin | ** Discussant: Jin | ||
'''Agenda:''' | '''Agenda:''' | ||
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'''Readings:''' | '''Readings:''' | ||
* [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://youtu.be/ | ** (Long) [https://youtu.be/fKxtQDlBTxU walkthrough of notebook] | ||
* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/extra_topics/twitter_v2_example.ipynb Twitter V2 Academic API Notebook] | |||
** [https://www.youtube.com/watch?v=rQEsIs9LERM&lc=UgzEMuqQB8UpkOQr0Hd4AaABAg Video walkthrough] | |||
* 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: | ** Discussant: Chris | ||
'''Agenda:''' | '''Agenda:''' | ||
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'''Readings:''' | '''Readings:''' | ||
* [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_9/day_9.ipynb Week 9 Notebook] | * [https://jeremydfoote.com/Intro-to-Programming-and-Data-Science/day_9/day_9.ipynb Week 9 Notebook] | ||
** [https:// | ** [https://youtu.be/i2sBKXiYF70 Notebook walkthrough] | ||
* Python for Everybody, Chapter 13 | * Python for Everybody, Chapter 13 | ||
* 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 | * 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 | ||
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'''Resources:''' | '''Resources:''' | ||
* [https://youtu.be/FhxZdc1OaNU Two videos of me clumsily solving the Week 8 Problems] | |||
* [https://github.com/jdfoote/Intro-to-Programming-and-Data-Science/blob/master/resources/solutions/Twitter_answers.ipynb My answers to the Week 8 problems] | |||
== Week 11: Data cleaning and operationalization (November 7) == | == Week 11: Data cleaning and operationalization (November 7) == | ||
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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] | ||
* 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: Yoon Joo | ** Discussant: Yoon Joo | ||
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'''NO CLASS ON NOVEMBER 17 (NCA)''' | '''NO CLASS ON NOVEMBER 17 (NCA)''' | ||
* I will show up in the classroom if people want to have a co-working session / ask questions. | * I will show up in the classroom if people want to have a co-working session / ask questions. | ||
== Week 13: Statistics and Statistical Programming (November 21) == | == Week 13: Statistics and Statistical Programming (November 21) == | ||
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* [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://youtu.be/Rz3qTPmlOpg Notebook walkthrough] | ** [https://youtu.be/Rz3qTPmlOpg Notebook walkthrough] | ||
* | * TBA | ||
** Discussant: Mazie | ** Discussant: Mazie | ||
'''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 14: Ethics of Online Research (November 28) == | == Week 14: Ethics of Online Research (November 28) == | ||
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* (Optional) Salganik, M. [https://www.bitbybitbook.com/en/1st-ed/ethics/ Ethics] chapter from Bit By Bit. | * (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. | * (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. | ||
Dec 1 | |||
== Week 15: Final Project Presentation (December 5) == | == Week 15: Final Project Presentation (December 5) == | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* Final project presentations | * Final project presentations | ||
* Prepare a presentation and post it on Brightspace | |||
'''Readings:''' | '''Readings:''' |