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Chapter 2. Knowing Your Data
In this chapter we will cover the following recipes:
- Importing data from CSV
- Importing data from Microsoft Excel files
- Importing data from fixed-width datafiles
- Importing data from tab-delimited files
- Importing data from a JSON resource
- Exporting data to JSON, CSV, and Excel
- Importing data from a database
- Cleaning up data from outliers
- Reading files in chunks
- Reading streaming data sources
- Importing image data into NumPy arrays
- Generating controlled random datasets
- Smoothing the noise in real-world data