text_plain_output_1.png
import pandas as pd

import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)

import pandas as pd
data = pd.read_csv('../input/hotel-booking-demand/hotel_bookings.csv')

data = data.drop(['company'], axis=1)
data = data.dropna(axis=0)

data1 = data.copy()

data['arrival_date_month'] = data['arrival_date_month'].map({'January': 1, 'February': 2, 'March': 3, 'April': 4, 'May': 5, 'June': 6, 'July': 7, 'August': 8, 'September': 9, 'October': 10, 'November': 11, 'December': 12})
data['arrival_date_month'].unique()