Twitter Hashtag Scraper
Pricing
Pay per usage
Twitter Hashtag Scraper
Pricing
Pay per usage
Rating
0.0
(0)
Developer
Donny Nguyen
Actor stats
0
Bookmarked
2
Total users
1
Monthly active users
4 hours ago
Last modified
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Scrape tweets from Twitter/X by hashtag or keyword. This actor searches the live tweet feed for your specified hashtags and extracts comprehensive tweet data including text, author information, engagement metrics, dates, and media URLs.
What does Twitter Hashtag Scraper do?
This scraper automates the collection of tweets matching specific hashtags or keywords on Twitter (X). It navigates to the live search results, scrolls through the feed, and extracts structured data from each tweet. Perfect for social media monitoring, trend analysis, brand tracking, and academic research.
Features
- Search by multiple hashtags or keywords simultaneously
- Extract full tweet text and author information
- Capture engagement metrics: likes, retweets, and reply counts
- Collect media URLs (images and videos)
- Automatic scrolling to load more tweets
- Built-in stealth mode to avoid detection
- Configurable result limits per search
Input Configuration
| Field | Type | Description | Default |
|---|---|---|---|
hashtags | String List | Hashtags or keywords to search | ["#AI", "#crypto"] |
maxTweets | Integer | Maximum tweets to extract | 500 |
Output Data
Each tweet in the dataset includes:
| Field | Description |
|---|---|
hashtag | The hashtag or keyword searched |
text | Full tweet text content |
author | Display name of the author |
authorHandle | Twitter handle (e.g. @username) |
likes | Number of likes |
retweets | Number of retweets |
replies | Number of replies |
date | Tweet publication date |
mediaUrl | URL to attached image or video |
tweetUrl | Direct link to the tweet |
scrapedAt | Timestamp when data was collected |
Usage Tips
Twitter/X frequently updates its interface and may require proxy rotation for reliable access. The actor uses residential-compatible proxy configuration and stealth techniques to maximize data collection success. For best results, use specific hashtags rather than very broad keywords.
Integrations
Connect this actor with Zapier, Make, Google Sheets, Slack, or any other platform using webhooks or the Apify API. Export your scraped tweet data in JSON, CSV, XML, or Excel format directly from the Apify Console.
Cost Estimation
Running the actor with default settings (500 tweets across 2 hashtags) typically consumes about 0.5-1.0 compute units, depending on how many tweets are available and network conditions. Each run includes proxy costs for reliable access.
Built with Crawlee and the Apify SDK. See more scrapers by consummate_mandala on Apify Store.
