How to rearrange a CSV?
I’m trying to rearrange this data set into years so that:
country1 | price | year1 country2 | price | year1 country1 | price | year2 country2 | price | year2
becomes:
| year1 | year2 country1 | price | price country2 | price | price
How can I do that?
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Answer
Try (I used the data from your link and assumed which columns you need):
import pandas as pd df = pd.read_csv('data.csv', usecols=['name', 'local_price', 'date'], index_col='name') df.sort_values(by=['name', 'date'], inplace=True) df = df.pivot(columns='date', values='local_price') df.to_csv('data_out.csv')