"Surfing the Data Pipeline with Python" is a textbook that guides people through the steps of getting themselves unstuck, acquiring data, wrangling data, and exploring data.
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Typo in Chapter 9, in section Converting String Columns to Timestamps #19
In section "Converting String Columns to Timestamps", to_dataframe() is probably supposed to be to_datetime():