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Jupyter notebook and datasets from the pandas video series
| Date | Stars |
|---|---|
| 2026-07-24 | 2251 |
| 2026-07-25 | 2251 |
| 2026-07-28 | 2251 |
| 2026-07-30 | 2251 |
| 2026-08-06 | 2251 |
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# Python pandas video series The series is also available as a [free online course](https://courses.dataschool.io/pandas-in-30-days) that includes updated content, exercises, and a certificate of completion. ## 📺 Videos ([playlist](https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y)) 1. [What is pandas? (Introduction to the Q&A series)](https://www.youtube.com/watch?v=yzIMircGU5I&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=1) (6:24) 2. [How do I read a tabular data file into pandas?](https://www.youtube.com/watch?v=5_QXMwezPJE&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=2) (8:54) 3. [How do I select a pandas Series from a DataFrame?](https://www.youtube.com/watch?v=zxqjeyKP2Tk&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=3) (11:10) 4. [Why do some pandas commands end with parentheses (and others don't)?](https://www.youtube.com/watch?v=hSrDViyKWVk&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=4) (8:45) 5. [How do I rename columns in a pandas DataFrame?](https://www.youtube.com/watch?v=0uBirYFhizE&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=5) (9:36) 6. [How do I remove columns from a pandas DataFrame?](https://www.youtube.com/watch?v=gnUKkS964WQ&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=6) (6:35) 7. [How do I sort a pandas DataFrame or a Series?](https://www.youtube.com/watch?v=zY4doF6xSxY&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=7) (8:56) 8. [How do I filter rows of a pandas DataFrame by column value?](https://www.youtube.com/watch?v=2AFGPdNn4FM&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=8) (13:44) 9. [How do I apply multiple filter criteria to a pandas DataFrame?](https://www.youtube.com/watch?v=YPItfQ87qjM&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=9) (9:51) 10. [Your pandas questions answered!](https://www.youtube.com/watch?v=B-r9VuK80dk&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=10) (9:06) 11. [How do I use the "axis" parameter in pandas?](https://www.youtube.com/watch?v=PtO3t6ynH-8&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=11) (8:33) 12. [How do I use string methods in pandas?](https://www.youtube.com/watch?v=bofaC0IckHo&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=12) (6:16) 13. [How do I change the data type of a pandas Series?](https://www.youtube.com/watch?v=V0AWyzVMf54&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=13) (7:28) 14. [When should I use a "groupby" in pandas?](https://www.youtube.com/watch?v=qy0fDqoMJx8&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=14) (8:24) 15. [How do I explore a pandas Series?](https://www.youtube.com/watch?v=QTVTq8SPzxM&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=15) (9:50) 16. [How do I handle missing values in pandas?](https://www.youtube.com/watch?v=fCMrO_VzeL8&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=16) (14:27) 17. [What do I need to know about the pandas index? (Part 1)](https://www.youtube.com/watch?v=OYZNk7Z9s6I&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=17) (13:36) 18. [What do I need to know about the pandas index? (Part 2)](https://www.youtube.com/watch?v=15q-is8P_H4&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=18) (10:38) 19. [How do I select multiple rows and columns from a pandas DataFrame?](https://www.youtube.com/watch?v=xvpNA7bC8cs&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=19) (21:46) 20. [When should I use the "inplace" parameter in pandas?](https://www.youtube.com/watch?v=XaCSdr7pPmY&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=20) (10:18) 21. [How do I make my pandas DataFrame smaller and faster?](https://www.youtube.com/watch?v=wDYDYGyN_cw&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=21) (19:05) 22. [How do I use pandas with scikit-learn to create Kaggle submissions?](https://www.youtube.com/watch?v=ylRlGCtAtiE&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=22) (13:25) 23. [More of your pandas questions answered!](https://www.youtube.com/watch?v=oH3wYKvwpJ8&list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y&index=23) (19:23) 24. [How do I create dummy variables in pandas?](https://www.youtube.com/watch?v
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Kevin Markham · Data School · United States
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matched fp:c03c37d7e88a2440, topic:tutorial, readme:course