python list of dict to dataframe

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Noham
11 Oct 2020
1df = pd.DataFrame({'Name': ['John', 'Sara','Peter','Cecilia'],
2                   'Age': [38, 47,63,28],
3                  'City':['Boston', 'Charlotte','London','Memphis']})
4
5datadict = df.to_dict('records')
source
Desiree
23 May 2017
1# Supposing d is your list of dicts, simply
2df = pd.DataFrame(d)
3# Note: this does not work with nested data
source
Eleonora
10 Oct 2018
1In [20]: timeit df.T.to_dict().values()
21000 loops, best of 3: 395 µs per loop
3
4In [21]: timeit df.to_dict('records')
510000 loops, best of 3: 53 µs per loop
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