Python Data Analysis
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Getting Started with Python Libraries
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NumPy Arrays
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Pandas
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Statistics and Linear Algebra
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Retrieving, Processing and Storing Data
- Writing CSV files with NumPy and Pandas
- The binary .npy and pickle formats
- Storing data with PyTables
- Reading and writing Pandas DataFrames to HDF5 stores
- Reading and writing to Excel with Pandas
- Using REST web services and JSON
- Reading and writing JSON with Pandas
- Parsing RSS and Atom feeds
- Parsing HTML with Beautiful Soup
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Working with Databases
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Data Visualization
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