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Graham Beckley

Philly
Loves Python; loves pandas; leaves every project more Pythonic than he found it.

Automagically Turn JSON into Pandas DataFrames

Let pandas do the heavy lifting for you when turning JSON into a DataFrame.

In his post about extracting data from APIs, Todd demonstrated a nice way to massage JSON into a pandas DataFrame. This method works great when our JSON response is flat, because dict.keys() only gets the keys on the first "level" of a dictionary. It gets a little trickier when our JSON starts to become nested though, as I experienced

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