To install the latest release from PyPI:
pip install facebook-graphql-scraperipython==8.19.0
pytz==2023.3.post1
selenium_wire==5.1.0
tqdm==4.66.1You can choose between two methods to collect user posts data.
- Pleas setup driver path at first
- Log in with your account credentials: login facebook account
- Without logging in: Without logging in, click the X icon to
- Difference: The difference between these two methods is that for some personal accounts, you cannot browse the user's posts without logging into a Facebook account.
# -*- coding: utf-8 -*-
from fb_graphql_scraper.facebook_graphql_scraper import FacebookGraphqlScraper as fb_graphql_scraper
## Example.1 - without logging in
if __name__ == "__main__":
facebook_user_name = "KaiCenatOfficial"
facebook_user_id = "100087298771006"
days_limit = 30 # Number of days within which to scrape posts
driver_path = "/Users/renren/Desktop/FB_graphql_scraper拷貝/fb_graphql_scraper/resources/chromedriver-mac-arm64/chromedriver"
fb_spider = fb_graphql_scraper(driver_path=driver_path)
res = fb_spider.get_user_posts(fb_username_or_userid=facebook_user_name, days_limit=days_limit,display_progress=True)
print(res)
## Example.2 - login in your facebook account to collect data
# if __name__ == "__main__":
# facebook_user_name = "KaiCenatOfficial"
# facebook_user_id = "100087298771006"
# fb_account = "facebook_account"
# fb_pwd = "facebook_paswword"
# days_limit = 30 # Number of days within which to scrape posts
# driver_path = "/Users/renren/Desktop/FB_graphql_scraper拷貝/fb_graphql_scraper/resources/chromedriver-mac-arm64/chromedriver"
# fb_spider = fb_graphql_scraper(fb_account=fb_account,fb_pwd=fb_pwd,driver_path=driver_path)
# res = fb_spider.get_user_posts(fb_username_or_userid=facebook_user_name, days_limit=days_limit,display_progress=True)
# print(res)
- fb_account: your facebook account
- fb_pwd: your facebook account password
- fb_username_or_userid: groups, fan page, account User-ID or User-Name.
- days_limit: Number of days within which to scrape posts..
{'fb_username_or_userid': 'KaiCenatOfficial',
'profile': ['Come Through & Watch These Litt CLIPS!',
'Page',
' · Digital creator',
'youtube.com/c/KaiCenat'],
'data': [{'post_id': '406275965625693',
'post_url': 'https://www.facebook.com/406275965625693',
'username_or_userid': 'KaiCenatOfficial',
'owing_profile': {'__typename': 'User',
'name': 'Kai Cenat',
'short_name': 'Kai Cenat',
'id': '100087298771006'},
'published_date': Timestamp('2024-05-06 16:00:03'),
'published_date2': '2024-05-06',
'time': 1715011203,
'reaction_count.count': 978,
'comment_rendering_instance.comments.total_count': 62,
'share_count.count': 17,
'sub_reactions': {'Like': 678,
'Love': 181,
'Haha': 105,
'Care': 12,
'Wow': 2},
'context': 'This Nigerian school was crazy 🤯',
'video_view_count': 6599},
{'post_id': '406274102292546',
'post_url': 'https://www.facebook.com/406274102292546',
'username_or_userid': 'KaiCenatOfficial',
'owing_profile': {'__typename': 'User',
'name': 'Kai Cenat',
'short_name': 'Kai Cenat',
'id': '100087298771006'},
'published_date': Timestamp('2024-05-05 16:00:04'),
'published_date2': '2024-05-05',
'time': 1714924804,
'reaction_count.count': 1376,
'comment_rendering_instance.comments.total_count': 32,
'share_count.count': 33,
'sub_reactions': {'Like': 857,
'Haha': 499,
'Love': 13,
'Sad': 4,
'Care': 2,
'Wow': 1},
'context': 'The hardest challenge 😂',
'video_view_count': 21064},
{'post_id': '406270758959547',
'post_url': 'https://www.facebook.com/406270758959547',
'username_or_userid': 'KaiCenatOfficial',
'owing_profile': {'__typename': 'User',
'name': 'Kai Cenat',
'short_name': 'Kai Cenat',
'id': '100087298771006'},
'published_date': Timestamp('2024-05-04 16:00:05'),
'published_date2': '2024-05-04',
'time': 1714838405,
'reaction_count.count': 9309,
'comment_rendering_instance.comments.total_count': 97,
'share_count.count': 111,
'sub_reactions': {'Like': 5991,
'Haha': 2727,
'Love': 534,
'Care': 36,
'Wow': 12,
'Sad': 8,
'Angry': 1},
'context': '24 hours with IShowSpeed 🚨',
'video_view_count': 303210},
{'post_id': '405533315699958',
'post_url': 'https://www.facebook.com/405533315699958',
'username_or_userid': 'KaiCenatOfficial',
'owing_profile': {'__typename': 'User',
'name': 'Kai Cenat',
'short_name': 'Kai Cenat',
'id': '100087298771006'},
'published_date': Timestamp('2024-05-03 16:00:14'),
'published_date2': '2024-05-03',
'time': 1714752014,
'reaction_count.count': 1383,
'comment_rendering_instance.comments.total_count': 39,
'share_count.count': 24,
'sub_reactions': {'Like': 823,
'Haha': 522,
'Love': 30,
'Wow': 4,
'Care': 3,
'Sad': 1},
'context': "Speed's rizz needs some help 😱",
'video_view_count': 387201}]
}- If you choose to collect data by logging into your account, you may face the risk of your account being blocked, even if this program only scrolls through Facebook web pages.
- Reaction Categories (EN): [
like,haha,angry,love,care,wow,sad] - Reaction Categories (TW): [
讚,哈,怒,大心,加油,哇,嗚]
## To-Do
- Collect profile info
- Collect image info