create hashmap from pandas dataframe column code example

Example 1: dataframe to dictionary

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

Example 2: dataframe to dict without index

df.to_dict('list')