create filtered pivot tables in pandas

Julio Vaught answered on April 30, 2024 Popularity 3/10 Helpfulness 7/10

answer create filtered pivot tables in pandas

create filtered pivot tables in pandas

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import pandas as pd

file = "/path/to/your/file.csv"

def process_data(file):
	#create dataframe from .csv
	df = pd.read_csv(file)
	#filter the dataframe 
    filtered_df = df[df['some_filter'] == 'from_this_column']
	#create pivot table. "aggfunc" sets aggregation type
    pivot_table = filtered_df.pivot_table(index='some_index', values='values_of_index', aggfunc='sum')
    
    return pivot_table

Popularity 3/10 Helpfulness 7/10 Language python

Source: Grepper

Tags: filtered pandas python

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Contributed on Apr 30 2024

Julio Vaught

0 Answers Avg Quality 2/10

create filtered pivot tables in pandas

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