The data analysis is documented in Exploratory_Data_Analysis_in_Python.ipynb. The lecture notes and the raw data files are also stored in the repository. The summary of the content is shown below:
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Read, clean, and validate
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Distributions
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Relationships
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Multivariate Thinking