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In this tipsheet, you will be introduced to programmatic data analysis with the agate module for Python. It will go through the basics—reading CSV files, transforming data, and running basic statistical analysis—while leaving plenty of room for your questions. This tipsheet is ideal for folks with some Python experience, especially those who've reached the limits of what they can do with tools like csvkit, but find pandas and numpy bewildering.