dataframe to list of dicts
df = pd.DataFrame({'Name': ['John', 'Sara','Peter','Cecilia'],
'Age': [38, 47,63,28],
'City':['Boston', 'Charlotte','London','Memphis']})
datadict = df.to_dict('records')dataframe to list of dicts
df = pd.DataFrame({'Name': ['John', 'Sara','Peter','Cecilia'],
'Age': [38, 47,63,28],
'City':['Boston', 'Charlotte','London','Memphis']})
datadict = df.to_dict('records')python list of dict to dataframe
# Supposing d is your list of dicts, simply
df = pd.DataFrame(d)
# Note: this does not work with nested datapandas to list of dicts
In [20]: timeit df.T.to_dict().values()
1000 loops, best of 3: 395 µs per loop
In [21]: timeit df.to_dict('records')
10000 loops, best of 3: 53 µs per looplist of dict to df
df = pd.DataFrame(d) #here d is list of dictCopyright © 2021 Codeinu
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