convert dictto dataframe code example
Example 1: 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
Example 2: convert dict to dataframe
pd.DataFrame.from_dict(data, orient='index').T
Example 3: create a dataframe from dict
create a dataframe from dict (function)
import pandas as pd
def create_df():
data = {'col_1': [3, 2, 1, 0], 'col_2': ['a', 'b', 'c', 'd']}
return pd.DataFrame.from_dict(data)
create_df()
Example 4: convert pandas dataframe to dict with a column as key
df.set_index('columnName').T.to_dict()