Answers for "pandas convert dataframe to dictionary"

convert a dictionary into dataframe python

import pandas as pd
data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
pd.DataFrame.from_dict(data, orient='index').T

convert pandas dataframe/ table to python dictionary

df.to_dict(orient='index')

convert dict to dataframe

#Lazy way to convert json dict to df

pd.DataFrame.from_dict(data, orient='index').T

dataframe to dictionary

>>> df.to_dict('records')
[{'col1': 1, 'col2': 0.5}, {'col1': 2, 'col2': 0.75}]

pandas to dictionary

df.to_dict('records')

dataframe to dict without index

df.to_dict('list')