Clean up excel data

From rbachwiki
Jump to navigation Jump to search
import pandas as pd
excel_file = 'docs/baddata.xlsx'
df = pd.read_excel(excel_file)

#test on one column
#df['Name'] = df['Name'].str.replace(r'\W',"")
# r means regular expression \w (opposite of w) selects everything that is not a number and not a letter, replace with blank
#apply to entire sheet
for column in df.columns:
    df[column] = df[column].str.replace(r'\W',"")

Back To Top - Main Category/ Excel Category