Scrape Google Play Store Reviews of last 180 days

Google_Play_Store.py

from google_play_scraper import Sort, reviews_all
import pandas as pd
import numpy as np
import datetime

today = datetime.date.today()
six_months_ago = today - datetime.timedelta(days=180)

# Fetch all reviews
us_reviews = reviews_all(
    '_app_name_',
    sleep_milliseconds=0,
    lang='en',
    country='in',
    sort=Sort.NEWEST,
)

# Create a DataFrame from the reviews
df_busu = pd.DataFrame(np.array(us_reviews), columns=['review'])

# Split the 'review' column into individual columns
df_busu = df_busu.join(pd.DataFrame(df_busu.pop('review').tolist()))

# Convert the 'at' column to datetime
df_busu['at'] = pd.to_datetime(df_busu['at']).dt.date # Extract date part

# Filter reviews for the last 3 months
filtered_reviews = df_busu[df_busu['at'] >= six_months_ago]

# Save the filtered reviews to a CSV file
filtered_reviews.to_csv('_Path_/GooglePlayStore_last_6_months.csv', index=False)