import pandas as pdimport numpy as npfrom google.colab import drivefrom datetime import datetimedf = pd.read_csv("/2025_Airbnb_NYC_listings.csv")airbnb = ['neighbourhood_group_cleansed', 'property_type', 'room_type', 'accommodates', 'bathrooms', 'bathrooms_text', 'bedrooms', 'beds', 'amenities', 'price', 'minimum_nights', 'maximum_nights', 'number_of_reviews', 'number_of_reviews_l30d', 'review_s..