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This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.
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Data Analysis and Visualization with Python for Social Scientists *alpha*
Data Analysis and Visualization with Python for Social Scientists *alpha*
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Data Analysis and Visualization with Python for Social Scientists *alpha*
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EPISODES
Summary and Schedule
1. Introduction to Python
2. Python basics
3. Python control structures
4. Creating re-usable code
5. Processing data from a file
6. Dates and Time
7. Processing JSON data
8. Reading data from a file using Pandas
9. Extracting row and columns
10. Data Aggregation using Pandas
11. Joining Pandas Dataframes
12. Wide and long data formats
13. Data visualisation using Matplotlib
14. Accessing SQLite Databases
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