convert df to dictionary code example

Example 1: convert dict to dataframe

#Lazy way to convert json dict to df

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

Example 2: dataframe to dictionary

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

Example 3: dataframe to dict without index

df.to_dict('index')

Example 4: dataframe to dictionary using index as key

#Use the Dataframe index as the key of the dictionary
df.to_dict('index')