# Cleaning Text Columns
# Clean Description and Country columns
df[‘Description’] = df[‘Description’].str.strip()
df[‘Country’] = df[‘Country’].str.strip()

# Handle specific country name inconsistencies
# EIRE is a common inconsistency in this dataset for Ireland
df[‘Country’].replace(‘EIRE’, ‘Ireland’, inplace=True)
print(“Text columns cleaned and standardized.”)