Wes McKinney: pandas in 10 minutes | Walkthrough

pandas in 10 minutes by Wes McKinney

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PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

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0:00 - Greetings & the book
0:19 - Fast tabular data I/O
0:38 - Time-series operations
0:42 - Timestamp as an index
2:01 - Moving window functions
2:17 - Data alignment
3:08 - Missing data handling
4:19 - Groupby operations
5:45 - Hierarchical indexing
6:50 - Merging and joining
9:05 - Pivot tables
9:28 - Data summary, statistics
10:16 - Closing

S/o to https://github.com/kwlee2020 for the video timestamps!

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#Python #Tutorial #Education #NumFOCUS #PyData #Opensource #download #learn #syntax #software #python_3 #pandas #beginner

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