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Pandas: How To Edit Values In A Column Of A .csv File?

I have a .csv file which looks as follows:link I want to open this file using pandas and edit the column Coordinate by adding a constant value of 756 to each value in it. Finally,

Solution 1:

you can also type:

df["Coordinate"] = df["Coordinate"] + 756

Solution 2:

@EdChum: Thanks for your comment. It kind of fired me up. I was unnecessarily complicating things for myself. Following is what I did:

df = pd.read_csv('C:/TestBook1.csv')
df = df[['Coordinate','Speed']]

df['Coordinate']+=756
df.to_csv('C:/TestBook1.csv')

Initially I was loading all the values of the column into a variable and trying to find a way to save it. After your comment I thought of experimenting and I am glad that it worked for me.

Solution 3:

Define path where csv file is located

Location = r'C:\\'
df = pd.read_csv(Location,header=None)
df["Coorinate"].values +756

Do not forget to import pandas package

import pandas as pd

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