facebook-page-scraper
Advanced tools
Python package to scrap facebook's pages front end with no limitations
No need of API key, No limitation on number of requests. Import the library and Just Do It !
git clone https://github.com/shaikhsajid1111/facebook_page_scraper
python3 setup.py install
Installing with pypi
pip3 install facebook-page-scraper
#import Facebook_scraper class from facebook_page_scraper
from facebook_page_scraper import Facebook_scraper
#instantiate the Facebook_scraper class
page_or_group_name = "Meta"
posts_count = 10
browser = "firefox"
proxy = "IP:PORT" #if proxy requires authentication then user:password@IP:PORT
timeout = 600 #600 seconds
headless = True
# get env password
fb_password = os.getenv('fb_password')
fb_email = os.getenv('fb_email')
# indicates if the Facebook target is a FB group or FB page
isGroup= False
meta_ai = Facebook_scraper(page_or_group_name, posts_count, browser, proxy=proxy, timeout=timeout, headless=headless, isGroup=isGroup)
Facebook_scraper(page_name, posts_count, browser, proxy, timeout, headless) class | Parameter Name | Parameter Type | Description |
| page_or_group_name | String | Name of the facebook page or group |
| posts_count | Integer | Number of posts to scrap, if not passed default is 10 |
| browser | String | Which browser to use, either chrome or firefox. if not passed,default is chrome |
| proxy(optional) | String |
Optional argument, if user wants to set proxy, if proxy requires authentication then the format will be user:password@IP:PORT
|
| timeout | Integer | The maximum amount of time the bot should run for. If not passed, the default timeout is set to 10 minutes |
| headless | Boolean | Whether to run browser in headless mode?. Default is True |
| isGroup | Boolean | Whether the Facebook target is a group or page. Default is False |
| username | String | username to log into Facebook when scraping (recommended to use .env) |
| password | String | password to log into Facebook when scraping (recommended to use .env) |
Using logged-in scraping methods may result in the permanent suspension of your account. Proceed with caution, as violating a platform's terms of service can lead to severe consequences. Exercise discretion and adhere to ethical practices when collecting data through scraping. The library/provider assumes no responsibility for any consequences resulting from the misuse of scraping methods.
#call the scrap_to_json() method
json_data = meta_ai.scrap_to_json()
print(json_data)
Output:
{
"2024182624425347": {
"name": "Meta AI",
"shares": 0,
"reactions": {
"likes": 154,
"loves": 19,
"wow": 0,
"cares": 0,
"sad": 0,
"angry": 0,
"haha": 0
},
"reaction_count": 173,
"comments": 2,
"content": "We’ve built data2vec, the first general high-performance self-supervised algorithm for speech, vision, and text. We applied it to different modalities and found it matches or outperforms the best self-supervised algorithms. We hope this brings us closer to a world where computers can learn to solve many different tasks without supervision. Learn more and get the code: https://ai.facebook.com/…/the-first-high-performance-self-s…",
"posted_on": "2022-01-20T22:43:35",
"video": [],
"image": [
"https://scontent-bom1-2.xx.fbcdn.net/v/t39.30808-6/s480x480/272147088_2024182621092014_6532581039236849529_n.jpg?_nc_cat=100&ccb=1-5&_nc_sid=8024bb&_nc_ohc=j4_1PAndJTIAX82OLNq&_nc_ht=scontent-bom1-2.xx&oh=00_AT9us__TvC9eYBqRyQEwEtYSit9r2UKYg0gFoRK7Efrhyw&oe=61F17B71"
],
"post_url": "https://www.facebook.com/MetaAI/photos/a.360372474139712/2024182624425347/?type=3&__xts__%5B0%5D=68.ARBoSaQ-pAC_ApucZNHZ6R-BI3YUSjH4sXsfdZRQ2zZFOwgWGhjt6dmg0VOcmGCLhSFyXpecOY9g1A94vrzU_T-GtYFagqDkJjHuhoyPW2vnkn7fvfzx-ql7fsBYxL5DgQVSsiC1cPoycdCvHmi6BV5Sc4fKADdgDhdFvVvr-ttzXG1ng2DbLzU-XfSes7SAnrPs-gxjODPKJ7AdqkqkSQJ4HrsLgxMgcLFdCsE6feWL7rXjptVWegMVMthhJNVqO0JHu986XBfKKqB60aBFvyAzTSEwJD6o72GtnyzQ-BcH7JxmLtb2_A&__tn__=-R"
}, ...
}
{
"id": {
"name": string,
"shares": integer,
"reactions": {
"likes": integer,
"loves": integer,
"wow": integer,
"cares": integer,
"sad": integer,
"angry": integer,
"haha": integer
},
"reaction_count": integer,
"comments": integer,
"content": string,
"video" : list,
"image" : list,
"posted_on": datetime, //string containing datetime in ISO 8601
"post_url": string
}
}
#call scrap_to_csv(filename,directory) method
filename = "data_file" #file name without CSV extension,where data will be saved
directory = "E:\data" #directory where CSV file will be saved
meta_ai.scrap_to_csv(filename, directory)
content of data_file.csv:
id,name,shares,likes,loves,wow,cares,sad,angry,haha,reactions_count,comments,content,posted_on,video,image,post_url
2024182624425347,Meta AI,0,154,19,0,0,0,0,0,173,2,"We’ve built data2vec, the first general high-performance self-supervised algorithm for speech, vision, and text. We applied it to different modalities and found it matches or outperforms the best self-supervised algorithms. We hope this brings us closer to a world where computers can learn to solve many different tasks without supervision. Learn more and get the code: https://ai.facebook.com/…/the-first-high-performance-self-s…",2022-01-20T22:43:35,,https://scontent-bom1-2.xx.fbcdn.net/v/t39.30808-6/s480x480/272147088_2024182621092014_6532581039236849529_n.jpg?_nc_cat=100&ccb=1-5&_nc_sid=8024bb&_nc_ohc=j4_1PAndJTIAX82OLNq&_nc_ht=scontent-bom1-2.xx&oh=00_AT9us__TvC9eYBqRyQEwEtYSit9r2UKYg0gFoRK7Efrhyw&oe=61F17B71,https://www.facebook.com/MetaAI/photos/a.360372474139712/2024182624425347/?type=3&__xts__%5B0%5D=68.ARAse4eiZmZQDOZumNZEDR0tQkE5B6g50K6S66JJPccb-KaWJWg6Yz4v19BQFSZRMd04MeBmV24VqvqMB3oyjAwMDJUtpmgkMiITtSP8HOgy8QEx_vFlq1j-UEImZkzeEgSAJYINndnR5aSQn0GUwL54L3x2BsxEqL1lElL7SnHfTVvIFUDyNfAqUWIsXrkI8X5KjoDchUj7aHRga1HB5EE0x60dZcHogUMb1sJDRmKCcx8xisRgk5XzdZKCQDDdEkUqN-Ch9_NYTMtxlchz1KfR0w9wRt8y9l7E7BNhfLrmm4qyxo-ZpA&__tn__=-R
...
scrap_to_csv(filename, directory) method. | Parameter Name | Parameter Type | Description |
| filename | String | Name of the CSV file where post's data will be saved |
| directory | String | Directory where CSV file have to be stored. |
| Key | Type | Description |
| id | String | Post Identifier(integer casted inside string) |
| name | String | Name of the page |
| shares | Integer | Share count of post |
| reactions | Dictionary |
Dictionary containing reactions as keys and its count as value. Keys => ["likes","loves","wow","cares","sad","angry","haha"]
|
| reaction_count | Integer | Total reaction count of post |
| comments | Integer | Comments count of post |
| content | String | Content of post as text |
| video | List | URLs of video present in that post |
| images | List | List containing URLs of all images present in the post |
| posted_on | Datetime | Time at which post was posted(in ISO 8601 format) |
| post_url | String | URL for that post |
This project uses different libraries to work properly.
FAQs
Python package to scrap facebook's pages front end with no limitations
We found that facebook-page-scraper demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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