convert dataframe to dictionary with selected columns code example

Example 1: dataframe to dictionary with one column as key

pd.Series(df.A.values,index=df.B).to_dict()

Example 2: convert pandas dataframe to dict with a column as key

df.set_index('columnName').T.to_dict()