list to pandas column code example

Example 1: python - convert a column in a dataframe into a list

myvar_list = df["myvar"].tolist()

Example 2: how to convert a list into a dataframe in python

from pandas import DataFrame

People_List = ['Jon','Mark','Maria','Jill','Jack']

df = DataFrame (People_List,columns=['First_Name'])
print (df)

Example 3: how to get a dataframe column as a list

import pandas as pd

data_dict = {'one': pd.Series([1, 2, 3], index=['a', 'b', 'c']),
             'two': pd.Series([1, 2, 3, 4], index=['a', 'b', 'c', 'd'])}

df = pd.DataFrame(data_dict)

print(f"DataFrame:\n{df}\n")
print(f"column types:\n{df.dtypes}")

col_one_list = df['one'].tolist()

col_one_arr = df['one'].to_numpy()

print(f"\ncol_one_list:\n{col_one_list}\ntype:{type(col_one_list)}")
print(f"\ncol_one_arr:\n{col_one_arr}\ntype:{type(col_one_arr)}")

Example 4: how to convert a list to dataframe in python

import pandas as pd
from pandas import DataFrame
df = DataFrame(lst,columns=['num'])