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zmuhls committed Nov 19, 2024
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Expand Up @@ -38,47 +38,6 @@ The grading distribution below offers a glimpse of how your work will be evaluat

> **Total Available Points:** 1000 (100% or A)
## Schedule 📅

Assigned readings, activities, and projects are linked below. All work is due on the date in the same row as the required reading or activity. If you encounter a dead link then give me holler!

| Date | Topic/Theme | Critical Readings | Technical Readings | Due by Class |
| ------------ | -------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 08/29 (Thur) | Introduction | | | |
| 09/02 (Mon) | No Class. College Closed. | | | |
| 09/03 (Tue) | What is Data Science? | Data 8: [What is Data Science? (Ch. 1.1-1.2)](https://inferentialthinking.com/chapters/01/what-is-data-science.html) | | —Join Hypothesis group via invite link & annotate readings |
| 09/05 (Thur) | Navigating Command Line | | Melanie Walsh: <br>(1) [The Command Line](https://melaniewalsh.github.io/Intro-Cultural-Analytics/01-Command-Line/01-The-Command-Line.html)<br>(2) [How to Use Jupyter Notebooks](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/02-How-to-Use-Jupyter-Notebooks.html) | —Annotate reading |
| 09/10 (Tue) | Data Feminism | D'Ignazio & Klein: [Why Data Science Needs Feminism](https://data-feminism.mitpress.mit.edu/pub/frfa9szd/release/6) | | —Annotate reading |
| 09/12 (Thur) | What is Python? | | Walsh: [Anatomy of a Python Script](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/03-Anatomy-Python-Script.html) | |
| 09/17 (Tue) | Digital Humanities 2.0 | (1) [Digital Humanities Manifesto 2.0](https://www.humanitiesblast.com/manifesto/Manifesto_V2.pdf)<br>(2) Ted Underwood: [Seven ways humanists are using computers to understand text](https://tedunderwood.com/2015/06/04/seven-ways-humanists-are-using-computers-to-understand-text/) | | —Annotate reading |
| 09/19 (Thur) | Data Types & String Methods | | Walsh:<br> (1) [Data Types](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/05-Data-Types.html) <br>(2) [String Methods](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/06-String-Methods.html) | |
| 09/24 (Tue) | Metaphors of Data | Annette Markham: [Undermining 'data'](https://firstmonday.org/ojs/index.php/fm/article/view/4868/3749) | | —Annotate reading |
| 09/26 (Thur) | Computational Thinking | Jeanette Wing: [Computational Thinking](https://www.cs.cmu.edu/~15110-s13/Wing06-ct.pdf) | Walsh: [Comparisons & Conditionals](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/08-Comparisons-Conditionals.html) | |
| 10/01 (Tue) | GitHub as a Platform | Nadia Eghbal: "GitHub as a Platform" from *Working in Public*, (Read: PDF in Discord via **#announcements**) | | —Sign up for [GitHub](https://github.com) |
| 10/03 (Thu) | No classes scheduled | | | |
| 10/08 (Tue) | READme.md | | Walsh: [Lists and Loops](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/10-Lists-Loops-Part1.html) | **Activity 1**: [Building Blocks](https://zmuhls.github.io/ccny-data-science/activities/#activity-1-building-blocks) |
| 10/10 (Thu) | Lists and Loops | | Walsh: [Lists and Loops ](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/10-Lists-Loops-Part1.html)(cont'd) | |
| 10/15 (Tue) | No Classes Scheduled - Monday Schedule | | | |
| 10/17 (Thu) | Batteries Included | | Walsh:<br/> (1) [Functions](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/12-Functions.html)<br/> (2) [Common Python Errors](https://melaniewalsh.github.io/Intro-Cultural-Analytics/02-Python/13-Common-Python-Errors.html) | |
| 10/22 (Tue) | Against Cleaning | Rawson & Muñoz: [Against Cleaning](https://dhdebates.gc.cuny.edu/read/untitled-f2acf72c-a469-49d8-be35-67f9ac1e3a60/section/07154de9-4903-428e-9c61-7a92a6f22e51) | | **Activity 2**: [Python Primer](https://zmuhls.github.io/ccny-data-science/activities/#activity-2-python-primer) |
| 10/24 (Thur) | Cleaning Data | | Alice Zhao: [Data Cleaning](https://github.com/adashofdata/nlp-in-python-tutorial/blob/master/1-Data-Cleaning.ipynb) | Complete Against Data Cleaning Worksheet |
| 10/29 (Tue) | (Re)Humanizing Data | Anelise Hanson Shrout: [(Re)Humanizing Data: Digitally Navigating the Bellevue Almshouse](https://crdh.rrchnm.org/essays/v01-10-(re)-humanizing-data/) | | —Annotate reading(s) |
| 10/31 (Thur) | Practicing Pandas | | Walsh: [Pandas Basics I](https://melaniewalsh.github.io/Intro-Cultural-Analytics/03-Data-Analysis/01-Pandas-Basics-Part1.html) | |
| 11/05 (Tue) | Class Canceled | | Get out & vote! | |
| 11/07 (Thur) | Election Debrief | Review: [Election Results Vizualization](https://toddwschneider.com/maps/nyc-presidential-election-results/?year=2024) | | |
| 11/12 (Tue) | Data Biographies | Jessica Marie Johnson: [Markup Bodies: Black [Life] Studies and Slavery [Death] Studies at the Digital Crossroads](https://writingindhs19.web.unc.edu/wp-content/uploads/sites/18713/2019/03/0360057.pdf) | | **Activity 3**: [Practicing Pandas](https://zmuhls.github.io/ccny-data-science/activities/#activity-3-practicing-pandas) (Due by end of week) |
| 11/14 (Thur) | Trans-Atlantic Slave Trade Dataset | | Walsh: [Pandas Basics II](https://melaniewalsh.github.io/Intro-Cultural-Analytics/03-Data-Analysis/02-Pandas-Basics-Part2.html) | |
| 11/19 (Tue) | Distant Reading | Stephen Ramsay: [The Hermeneutics of Screwing Around; or What To Do With a Million Books](https://web.archive.org/web/20140604085234/http://www.playingwithhistory.com/wp-content/uploads/2010/04/hermeneutics.pdf) | Experiment with [Voyant-Tools.org](https://voyant-tools.org/) | |
| 11/21 (Thur) | Network Analysis | [Primer on Network Analysis](https://networkofthrones.com/a-primer-on-network-analysis/) | Walsh: [Network Analysis](https://melaniewalsh.github.io/Intro-Cultural-Analytics/06-Network-Analysis/01-Network-Analysis.html) | **Activity 4**: [Writing Docs](https://zmuhls.github.io/ccny-data-science/activities/#activity-4-writing-docs) |
| 11/26 (Tue) | Interactive Data Vizualizations | | Walsh: [Interactive Network Visualization](https://melaniewalsh.github.io/Intro-Cultural-Analytics/06-Network-Analysis/01-Network-Analysis.html) | |
| 11/28 (Thur) | No Class. College Closed. | | | —Explore [Social Network Datasets](https://github.com/melaniewalsh/sample-social-network-datasets) |
| 12/03 (Tue) | Reddit API Workshop | | [Reddit Data](https://melaniewalsh.github.io/Intro-Cultural-Analytics/04-Data-Collection/14-Reddit-Data.html) | |
| 12/05 (Thur) | Coworking Lab | | | **Activity 5**: [Data Visualization](https://zmuhls.github.io/ccny-data-science/activities/#activity-5-data-visualization) |
| 12/10 (Tue) | Coworking Lab | | | |
| 12/12 (Thur) | Lightning Talks | | | |
| 12/18 (Wed) | Last day to submit work | | | **Final**: **[Social Coding Portfolio](/portfolio.md)** |
| | | | | *Last updated: 2024 Sep 26 (9:09pm)* |

## Class Technology 🛠️

### Hardware 🔌
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