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Materials are linked directly. If you have any issues accessing the materials, please let me know asap. If you are having trouble viewing the syllabus online, you can also choose to download the syllabus.
Updated: 04/08/2024
| Date | Topics | Readings | Technical Readings | Due by Class | |
|---|---|---|---|---|---|
| 1 | 01/25 (Thu) | Introductions | |||
| 01/30 (Tue) | What is data science? | Data 8: What is data science (Chapter 1.1 and 1.2) Ted Underwood: Seven ways humanists are using computers to understand text |
DHRI: Installing GitBash | ||
| 2 | 02/01 (Thu) | Command Line | Melanie Walsh: The Command Line | Download GitBash for Windows user If you cannot get to a terminal, try Google Cloud Shell. |
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| 02/06 (Tue) | Whose data science? | Data Feminism: Introduction: Why data science needs feminism Feminist data manifest-no |
DHRI: Installing Python (and Anaconda) | ||
| 3 | 02/08 (Thu) | Stages of data, Jupyter notebook and Interacting with Python | DHRI: Data literacies 01 - 03 | Melanie Walsh: How to use Jupyter notebooks; Anatomy of a python script DHRI: Interacting with Python |
Download Anaconda. If you cannot download Anaconda and python, try using Google Colab. Here's a short orientation on Google Colab. |
| 02/13 (Tue) (Snow day; meet online) | Installing Python and Anaconda | Installing Python (and Anaconda) | |||
| 4 | 02/15 (Thu) | Data types, Comparisons, and Variables | Melanie Walsh: Python data types; Variables Data 8: Comparisons |
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| 02/20 (Tue) | Data types, Comparisons, and Variables | Melanie Walsh: Python data types; Variables Data 8: Comparisons |
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| 5 | 02/22 (Thu) | No Class. CUNY Monday. | |||
| 02/27 (Tue) | String method and Debugging | Aditya Mukerjee: I Can Text You A Pile of Poo, But I Can’t Write My Name | Melanie Walsh: String methods; Common python error | ||
| 6 | 02/29 (Thu) | Lists and For loops | Melanie Walsh: Python Lists and Loops | ||
| 03/05 (Tue) | For loops II, and Conditionals | DHRI: Conditionals Melanie Walsh: Python Lists and Loops (Cont.) |
Activity 1 | ||
| 7 | 03/07 (Thu) | Functions | Melanie Walsh: Functions | ||
| 03/12 (Tue) | Functions and review | Melanie Walsh: Functions | |||
| 8 | 03/14 (Thu) | Data in context; Introducing Pandas - Getting started with data analysis | Heather Krause: Data biographies - Getting to know your data | Melanie Walsh: Panda Basics -- Part 1 (Dataset to Calculate Summary Stastics) Melanie Walsh: Missing data |
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| 03/19 (Tue) | Pandas: Data cleaning | DRI: Basic data cleaning; Rename, select, drop, and add new columns | Activity 2 | ||
| 9 | 03/21 (Thu) | Pandas: Data cleaning | DRI: Basic data cleaning; Rename, select, drop, and add new columns | ||
| 03/26 (Tue) | Pandas: Data cleaning II | DRI: Sort columns, Groupby Columns, & Count values | |||
| 10 | 03/28 (Thu) | Pandas: Data cleaning II | DRI: Sort columns, Groupby Columns, & Count values; Basic data visualizations | ||
| 04/02 (Tue) | In-class activity: Practicing with the refugee by arrivals dataset | Basic data visualizations; Write to csv | |||
| 11 | 04/04 (Thu) | Statistics in the humanities | Jamelle Bouie: We Still Can’t See American Slavery for What It Was (pdf); John Canning: Statistics for humanities, pp. 7-22 (pdf) |
W3 Schools: Mean, Median, Mode | |
| 04/09 (Tue) | Understanding the spread and sampling | John Canning: Statistics for humanities, pp. 23-36 (pdf) Data 8: Assessing a model |
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| 12 | 04/11 (Thu) | Understanding relationships | Data 8: Causality and experiments John Canning: Statistics for humanities, pp. 75-85 (pdf) |
The PyCoach: A Simple Guide to Linear Regression using Python (pdf) | Activity 3 |
| 04/16 (Tue) | Sentiment Analysis | Melanie Walsh: Sentiment Analysis | |||
| 13 | 04/18 (Thu) | Sentiment Analysis | Melanie Walsh: Sentiment Analysis | ||
| 04/23 (Tue) | No Class. Spring break. | Activity 4 | |||
| 14 | 04/25 (Thu) | No Class. Spring break. | |||
| 04/30 (Tue) | No Class. Spring break. | ||||
| 15 | 05/02 (Thu) | Class cancelled. | |||
| 05/07 (Tue) | Data storytelling (Online) | Jackie Mansky: W.E.B. Du Bois' visionary infographics come together for the first time in full color Ben Schmidt: Gendered language in teacher reviews; FAQ; Nick DeSantis: How reviews on 'Rate My Professors' describe men and women differently (pdf) Hannah Anderson and Matt Daniels: Film dialogue from 2,000 screenplays, broken down by gender and age |
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| 16 | 05/09 (Thu) | Activity 5 & Consultation day (Online) | |||
| 05/14 (Tue) | Class cancelled. | ||||
| 05/21 (Tue) | Last day for all submissions. | Activity 5 & Semester Reflection |