Created
January 4, 2022 05:40
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Convert a spreadsheet from pdf to csv
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import pandas as pd | |
import tabula | |
def rh_pdf_to_csv(pdf_filepath, csv_filepath): | |
df_list = tabula.read_pdf(pdf_filepath, pages='all', pandas_options={'header': None}) | |
df = pd.concat(df_list, axis=0, ignore_index=True) | |
# Take the first row as header | |
new_header = df.iloc[0] # grab the first row for the header | |
df = df[1:] # take the data less the header row | |
df.columns = new_header # set the header row as the df header | |
df.to_csv(csv_filepath, index=False) | |
# Usage | |
filepath = '/path/to/Robinhoodrh-gains-losses.pdf' | |
csv_filepath = '/path/to/Robinhoodrh-gains-losses.csv' | |
rh_pdf_to_csv(filepath, csv_filepath) | |
print('done!') |
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