How do I rename columns in a Pandas DataFrame.
import pandas as pd
ufo = pd.read_csv('http://bit.ly/uforeports')
ufo.columns
# Index(['City', 'Colors Reported', 'Shape Reported', 'State', 'Time'], dtype='object')
ufo.rename(columns={'Colors Reported': 'Colors_Reported',
'Shape Reported': 'Shape_Reported'}, inplace=True)
# Index(['City', 'Colors_Reported', 'Shape_Reported', 'State', 'Time'], dtype='object')
# OR
ufo_cols = ['city', 'colors reported', 'shape reported', 'state', 'time']
ufo.columns = ufo_cols
# Index(['city', 'colors reported', 'shape reported', 'state', 'time'], dtype='object')
# OR
ufo = pd.read_csv('http://bit.ly/uforeports',
names=ufo_cols, # Passing a list of columns names as parameter.
header=0) # Set to 0 if csv or tsv has a header by default.
ufo.columns = ufo.columns.str.replace(' ', '_')
# Index(['city', 'colors_reported', 'shape_reported', 'state', 'time'], dtype='object')