#️⃣ Scrape Hashtag
Scrape tweets containing a specific hashtag. Collects tweet text, engagement, and author info.
📋 What It Does
This script provides the following capabilities:
- Automated operation — Runs directly in your browser console on x.com
- Configurable settings — Customize behavior via the CONFIG object
- Real-time progress — Shows live status updates with emoji-coded logs
- Rate limiting — Built-in delays to respect X/Twitter's rate limits
- Data export — Results exported as JSON/CSV for further analysis
Use cases:
- Scrape tweets containing a specific hashtag. Collects tweet text, engagement, and author info.
- Automate repetitive scrapers tasks on X/Twitter
- Save time with one-click automation — no API keys needed
- Works in any modern browser (Chrome, Firefox, Edge, Safari)
⚠️ Important Notes
Use responsibly! All automation should respect X/Twitter's Terms of Service. Use conservative settings and include breaks between sessions.
- This script runs in the browser DevTools console — not Node.js
- You must be logged in to x.com for the script to work
- Start with low limits and increase gradually
- Include random delays between actions to appear human
- Don't run multiple automation scripts simultaneously
🌐 Browser Console Usage
Steps:
- Go to
x.com/search?q=%23hashtag - Open browser console (
F12→ Console tab) - Copy and paste the script from
scripts/scrapeHashtag.js - Press Enter to run
/**
* Hashtag Scraper
* Get tweets by hashtag
*
* HOW TO USE:
* 1. Go to x.com/search?q=%23HASHTAG or x.com/hashtag/HASHTAG
* 2. Open Developer Console (Ctrl+Shift+J or Cmd+Option+J)
* 3. Paste this script and press Enter
*
* by nichxbt - https://github.com/nirholas/XActions
*/
(() => {
const CONFIG = {
MAX_TWEETS: 500,
SCROLL_DELAY: 1500,
FORMAT: 'both', // 'json', 'csv', 'both'
};
const sleep = (ms) => new Promise(r => setTimeout(r, ms));
const download = (content, filename, type) => {
const blob = new Blob([content], { type });
const url = URL.createObjectURL(blob);
const a = document.createElement('a');
a.href = url;
a.download = filename;
a.click();
URL.revokeObjectURL(url);
};
const parseNumber = (str) => {
if (!str) return 0;
const num = parseFloat(str.replace(/,/g, ''));
if (str.includes('K')) return num * 1000;
if (str.includes('M')) return num * 1000000;
return num;
};
const extractTweet = (article) => {
try {
const tweetText = article.querySelector('[data-testid="tweetText"]')?.textContent || '';
const userName = article.querySelector('[data-testid="User-Name"]')?.textContent || '';
const handle = userName.match(/@(\w+)/)?.[1] || '';
const displayName = userName.split('@')[0]?.trim() || '';
const timeLink = article.querySelector('time')?.closest('a');
const tweetUrl = timeLink?.href || '';
const tweetId = tweetUrl.split('/status/')[1]?.split('?')[0] || '';
const time = article.querySelector('time')?.getAttribute('datetime') || '';
const buttons = article.querySelectorAll('[role="group"] button');
let replies = 0, retweets = 0, likes = 0, views = 0;
buttons.forEach(btn => {
const label = btn.getAttribute('aria-label') || '';
const num = parseNumber(label.match(/[\d,.]+[KM]?/)?.[0] || '0');
if (label.includes('repl')) replies = num;
else if (label.includes('repost') || label.includes('Retweet')) retweets = num;
else if (label.includes('like')) likes = num;
else if (label.includes('view')) views = num;
});
// Extract hashtags from text
const hashtags = tweetText.match(/#\w+/g) || [];
return {
tweetId,
handle,
displayName,
text: tweetText,
url: tweetUrl,
time,
likes,
retweets,
replies,
views,
hashtags,
};
} catch (e) {
return null;
}
};
const getHashtag = () => {
const urlMatch = window.location.href.match(/hashtag\/(\w+)/);
if (urlMatch) return urlMatch[1];
const searchMatch = window.location.href.match(/q=%23(\w+)/);
if (searchMatch) return searchMatch[1];
return 'unknown';
};
const run = async () => {
const hashtag = getHashtag();
console.log(`#️⃣ Scraping tweets for #${hashtag}...`);
const tweets = new Map();
let scrolls = 0;
let noNewCount = 0;
while (tweets.size < CONFIG.MAX_TWEETS && noNewCount < 5) {
const articles = document.querySelectorAll('article[data-testid="tweet"]');
const beforeCount = tweets.size;
articles.forEach(article => {
const tweet = extractTweet(article);
if (tweet && tweet.tweetId && !tweets.has(tweet.tweetId)) {
tweets.set(tweet.tweetId, tweet);
}
});
const added = tweets.size - beforeCount;
if (added > 0) {
console.log(`#️⃣ Collected ${tweets.size} tweets...`);
noNewCount = 0;
} else {
noNewCount++;
}
window.scrollBy(0, 800);
await sleep(CONFIG.SCROLL_DELAY);
scrolls++;
if (scrolls > 100) break;
}
const tweetList = Array.from(tweets.values());
tweetList.sort((a, b) => b.likes - a.likes);
console.log('\n' + '='.repeat(60));
console.log(`#️⃣ SCRAPED ${tweetList.length} TWEETS FOR #${hashtag}`);
console.log('='.repeat(60) + '\n');
tweetList.slice(0, 5).forEach((t, i) => {
console.log(`${i + 1}. @${t.handle} (${t.likes} ❤️): "${t.text.slice(0, 60)}..."`);
});
if (CONFIG.FORMAT === 'json' || CONFIG.FORMAT === 'both') {
download(JSON.stringify({ hashtag, tweets: tweetList }, null, 2), `hashtag_${hashtag}_${Date.now()}.json`, 'application/json');
console.log('💾 Downloaded hashtag tweets.json');
}
if (CONFIG.FORMAT === 'csv' || CONFIG.FORMAT === 'both') {
const csv = [
'Handle,Text,Likes,Retweets,Replies,Views,URL,Time',
...tweetList.map(t =>
`"@${t.handle}","${t.text.replace(/"/g, '""').replace(/\n/g, ' ')}",${t.likes},${t.retweets},${t.replies},${t.views},"${t.url}","${t.time}"`
)
].join('\n');
download(csv, `hashtag_${hashtag}_${Date.now()}.csv`, 'text/csv');
console.log('💾 Downloaded hashtag tweets.csv');
}
window.scrapedHashtag = { hashtag, tweets: tweetList };
console.log('\n✅ Done! Access data: window.scrapedHashtag');
};
run();
})();
⚙️ Configuration
| Setting | Default | Description |
|---|---|---|
MAX_TWEETS |
500 |
M a x t w e e t s |
SCROLL_DELAY |
1500 |
S c r o l l d e l a y |
FORMAT |
'both', |
'json', 'csv', 'both' |
📖 Step-by-Step Tutorial
Step 1: Navigate to the right page
Open your browser and go to x.com/search?q=%23hashtag. Make sure you're logged in to your X/Twitter account.
Step 2: Open the browser console
- Chrome/Edge: Press
F12orCtrl+Shift+J(Mac:Cmd+Option+J) - Firefox: Press
F12orCtrl+Shift+K - Safari: Enable Developer menu in Preferences → Advanced, then press
Cmd+Option+C
Step 3: Paste the script
Copy the entire script from scripts/scrapeHashtag.js and paste it into the console.
Step 4: Customize the CONFIG (optional)
Before running, you can modify the CONFIG object at the top of the script to adjust behavior:
const CONFIG = {
// Edit these values before running
// See Configuration table above for all options
};
Step 5: Run and monitor
Press Enter to run the script. Watch the console for real-time progress logs:
- ✅ Green messages = success
- 🔄 Blue messages = in progress
- ⚠️ Yellow messages = warnings
- ❌ Red messages = errors
Step 6: Export results
Most scripts automatically download results as JSON/CSV when complete. Check your Downloads folder.
🖥️ CLI Usage
You can also run this via the XActions CLI:
# Install XActions globally
npm install -g xactions
# Run via CLI
xactions --help
🤖 MCP Server Usage
Use with AI agents (Claude, Cursor, etc.) via the MCP server:
# Start MCP server
npm run mcp
See the MCP Setup Guide for integration with Claude Desktop, Cursor, and other AI tools.
📁 Source Files
| File | Description |
|---|---|
scripts/scrapeHashtag.js |
Main script |
🔗 Related Scripts
| Script | Description |
|---|---|
| Scrape Profile with Replies | Scrape a profile's tweets AND replies |
| Scrape Analytics | Scrape your account and post analytics |
| Scrape Bookmarks | Scrape all your bookmarked tweets |
| Scrape Cashtag Search | Scrape cashtag search results with sentiment analysis |
| Scrape DMs | Export your DM conversations |
Author: nich (@nichxbt) — XActions on GitHub
⚡ Ready to try #⃣ Scrape Hashtag?
XActions is 100% free and open-source. No API keys, no fees, no signup.
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