CODEWITHSUNDEEP
pythonpandascsvdataframe
dner
dner

Reputation: 57

Filter CSV File Program using Pandas and Python

I currently have a task that involves downloading a CSV master file, removing any lines where column A - Column B <= 0, and where Column C equals a given phrase. I'm looking to a create a program that will:

So far, I have determined that the best way to do this is to use Pandas' dataframe functionality, as I've used it previously to perform other operations on CSV files:

import pandas as pd

file = read_csv("sourcefile.csv")
file['NewColumn'] = file['A'] - file['B']
file = file[file.NewColumn > 0]
columns = ['ColumnsIWantToRemove']
file.drop(columns, inplace=True, axis=1)
phrases = input('What phrases are you filtering for? ')
file = file[file.C = phrases]
file.to_csv('export.csv')

My question is, how do I filter Column C for multiple phrases? I want the program to take one or more phrases and only show rows where Column C's value equals one of those values. Any guidance would be amazing. Thank you!!

Upvotes: 3

Views: 916

Answers (2)

Afshin
Afshin

Reputation: 35

maybe this can help you :

import csv

input = open(sourcefile.csv, 'rb')
output = open(out_sourcefile, 'wb')
writer = csv.writer(output)
for row in csv.reader(input):
    if (phrases you want C column not to be,and you can add here multiple phrases):
        continue
        writer.writerow(row)
input.close()
output.close()

Upvotes: 0

Andy Hayden
Andy Hayden

Reputation: 375925

I would just ask for input to be comma separated:

phrases = phrases.split(",")
file = file[file.C.isin(phrases)]

Upvotes: 1

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