Joining Python Pandas DataFrames with overlapping columns? You’ll hit:
ValueError: columns overlap but no suffix specified
Fix with lsuffix and rsuffix:
df1.join(df2, lsuffix='_left', rsuffix='_right')Now the columns are: x_left, x_right, y_left, y_right
Problem solved!