Follow

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use
Contact

Pandas Append Sum of Multy DataFrames Separately to Target DataFrame

I need to get sum of couple DataFrames and append each result to a target DataFrames(df_sum)

df_sum = pd.DataFrame(columns = ['Source', 'Column2_SUM', 'Column3_SUM'])

I have 4 dataframe as

import pandas as pd

data_A = {'Column1': ['2023-06-16','2023-08-24','2023-04-24'],
          'Column2': [4, 5, 6],
          'Column3': [7, 8, 9]}

data_B = {'Column1': ['2023-07-19','2023-08-24','2023-03-18'],
          'Column2': [4, 96, 6],
          'Column3': [12, 8, 9]}

data_C = {'Column1': ['2023-06-22','2023-04-20','2023-09-12'],
          'Column2': [4, 88, 6],
          'Column3': [7, 8, 12]}

data_D = {'Column1': ['2023-08-27','2023-11-24','2023-04-08'],
          'Column2': [4, 32, 6],
          'Column3': [66, 8, 80]}


df_A = pd.DataFrame(data_A)
df_B = pd.DataFrame(data_B)
df_C = pd.DataFrame(data_C)
df_D = pd.DataFrame(data_D)

now what I need is to get something like, lo be loaded up to df_sum

MEDevel.com: Open-source for Healthcare and Education

Collecting and validating open-source software for healthcare, education, enterprise, development, medical imaging, medical records, and digital pathology.

Visit Medevel

enter image description here

>Solution :

Create dictionary for specify names of DataFrames, use concat and aggregate sum, add DataFrame.add_suffix with DataFrame.rename_axis and DataFrame.reset_index for column SOURCE:

d = {'df_A':df_A, 'df_B':df_B, 'df_C':df_C, 'df_D':df_D}

df = (pd.concat(d)
        .groupby(level=0)[['Column2','Column3']].sum()
        .add_suffix('_SUM')
        .rename_axis('SOURCE')
        .reset_index())
print (df)
  SOURCE  Column2_SUM  Column3_SUM
0   df_A           15           24
1   df_B          106           29
2   df_C           98           27
3   df_D           42          154
Add a comment

Leave a Reply

Keep Up to Date with the Most Important News

By pressing the Subscribe button, you confirm that you have read and are agreeing to our Privacy Policy and Terms of Use

Discover more from Dev solutions

Subscribe now to keep reading and get access to the full archive.

Continue reading