475393809a6abf626842fe4b61dcb8f1581ae317
selenium-twitter-scraper
Setup
- Install dependencies
pip install -r requirements.txt
Authentication Options
Using Environment Variable
-
Rename
.env.exampleto.env. -
Open
.envand update environment variables
TWITTER_USERNAME=# Your Twitter Handle (e.g. @username)
TWITTER_USERNAME=# Your Twitter Username
TWITTER_PASSWORD=# Your Twitter Password
Authentication in Terminal
- Add a
usernameandpasswordto the command line.
python scraper --user=@elonmusk --password=password123
No Authentication Provided
- If you didn't specify a username and password, the program will ask you to enter a username and password.
Twitter Username: @username
Password: password123
Authentication Sequence Priority
1. Authentication provided in terminal.
2. Authentication provided in environment variables.
Usage
- Show Help
python scraper --help
- Basic usage
python scraper
- Setting maximum number of tweets. defaults to
50.
python scraper --tweets=500 # Scrape 500 Tweets
- Options and Arguments
usage: python scraper [option] ... [arg] ...
authentication options description
--user : Your twitter account Handle.
e.g.
--user=@username
--password : Your twitter account password.
e.g.
--password=password123
options: description
-t, --tweets : Number of tweets to scrape (default: 50).
e.g.
-t 500
--tweets=500
-u, --username : Twitter username.
Scrape tweets from a user's profile.
e.g.
-u elonmusk
--username=@elonmusk
-ht, --hashtag : Twitter hashtag.
Scrape tweets from a hashtag.
e.g.
-ht javascript
--hashtag=javascript
-q, --query : Twitter query or search.
Scrape tweets from a query or search.
e.g.
-q "Philippine Marites"
--query="Jak Roberto anti selos"
-a, --add : Additional data to scrape and
save in the .csv file.
values:
pd - poster's followers and following
e.g.
-a "pd"
--add="pd"
NOTE: Values must be separated by commas.
--latest : Twitter latest tweets (default: True).
Note: Only for hashtag-based
and query-based scraping.
usage:
python scraper -t 500 -ht=python --latest
--top : Twitter top tweets (default: False).
Note: Only for hashtag-based
and query-based scraping.
usage:
python scraper -t 500 -ht=python --top
-ntl, --no_tweets_limit : Set no limit to the number of tweets to scrape
(will scrap until no more tweets are available).
Sample Scraping Commands
- Custom Limit Scraping
python scraper -t 500
- User Profile Scraping
python scraper -t 100 -u elonmusk
-
Hashtag Scraping
-
Latest
python scraper -t 100 -ht python --latest -
Top
python scraper -t 100 -ht python --top
-
-
Query or Search Scraping (Also works with twitter's advanced search.)
-
Latest
python scraper -t 100 -q "Jak Roberto Anti Selos" --latest -
Top
python scraper -t 100 -q "International News" --top
-
-
Advanced Search Scraping
-
For tweets mentioning
@elonmusk:python scraper --query="(@elonmusk)" -
For tweets that mentions
@elonmuskwith at least1000replies fromJanuary 01, 2020 - August 31, 2023:python scraper --query="(@elonmusk) min_replies:1000 until:2023-08-31 since:2020-01-01" -
Perform more
Advanced Searchusing Twitter's Advanced Search, just setup the advanced query and copy the resulting string query to the program:
-
-
Scrape Additional Data
python scraper --add="pd"
| Values | Description |
|---|---|
| pd | Tweet poster's id, followers, and following count. |
Description
This is a Twitter Scraper which uses Selenium for scraping tweets. It is capable of scraping tweets from home, user profile, hashtag, query or search, and advanced searches.
215 KiB
Languages
Jupyter Notebook
52.9%
Python
47.1%
