pandas summarize counts code example
Example 1: group by count dataframe
df.groupby(['col1', 'col2']).size().reset_index(name='counts')
Example 2: python aggregate count and sum
In [110]: (df.groupby('Company Name')
.....: .agg({'Organisation Name':'count', 'Amount': 'sum'})
.....: .reset_index()
.....: .rename(columns={'Organisation Name':'Organisation Count'})
.....: )
Out[110]:
Company Name Amount Organisation Count
0 Vifor Pharma UK Ltd 4207.93 5