Agent Skills

scraping-tweets-from-account

Scrapes all tweets, replies, and media from any Twitter/X account using apidojo's Tweet scraper on Apify. Triggers when the user asks to: get all tweets from a Twitter account, export a user's tweet history, scrape a specific Twitter profile's posts, fetch the latest tweets from an account, download tweet data from a user timeline, or collect all posts from a Twitter username. Returns tweet text, likes, retweets, replies, media URLs, and timestamp per tweet. Ideal for journalists, researchers, c

Install

npx skills add https://github.com/apidojo-io/apidojo-skills --skill scraping-tweets-from-account
SKILL.md

Scraping Tweets from an Account

Exports the full tweet history of any public Twitter/X account. Returns the raw timeline dataset including replies and media.

Prerequisites

  • APIFY_TOKEN environment variable set
  • Optional: Apify MCP server installed

Inputs

Parameter Type Required Default Notes
searchTerms array ✅ [] Twitter advanced search queries (e.g. ["#AI lang:en", "from:NASA"])
sort string Optional Top Sort order: Latest, Top, or Latest+Top
tweetLanguage string Optional — ISO 639-1 language code (e.g. en)
maxItems number Optional Unlimited Maximum tweets to return
onlyVerifiedUsers boolean Optional false Only tweets from verified users
onlyTwitterBlue boolean Optional false Only Twitter Blue subscribers
onlyImage boolean Optional false Only tweets with images
onlyVideo boolean Optional false Only tweets with videos
onlyQuote boolean Optional false Only quote tweets
author string Optional — Filter to a specific author handle
inReplyTo string Optional — Tweets replying to a specific handle
mentioning string Optional — Tweets mentioning a specific handle
geotaggedNear string Optional — Tweets near a location
withinRadius string Optional — Radius around geotaggedNear
geocode string Optional — Lat/lng + radius string
placeObjectId string Optional — Tweets tagged with a place
minimumRetweets number Optional — Minimum retweet count
minimumFavorites number Optional — Minimum like count
minimumReplies number Optional — Minimum reply count
start string Optional — Tweets after this date (YYYY-MM-DD)
end string Optional — Tweets before this date (YYYY-MM-DD)
includeSearchTerms boolean Optional false Add the matched search term to each tweet
customMapFunction string Optional — JavaScript function to transform each output object

Workflow

Progress:
- [ ] Step 1: Confirm account is public
- [ ] Step 2: Run tweet-scraper
- [ ] Step 3: Poll for SUCCEEDED
- [ ] Step 4: Fetch and deliver dataset

Step 1: Validate Input

Strip @ from username if present. Do not attempt to scrape private accounts — the actor will return 0 results.

Step 2: Run the Actor

Recommended — run_actor.js (handles waiting, output, and file saving automatically):

# Quick answer (prints table to chat)
node scripts/run_actor.js \
  --actor "apidojo~tweet-scraper" \
  --input '{"param": "value"}'

# Save as CSV
node scripts/run_actor.js \
  --actor "apidojo~tweet-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.csv --format csv

# Save as JSON
node scripts/run_actor.js \
  --actor "apidojo~tweet-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.json --format json

APIFY_TOKEN must be set in environment or .env file.

If Apify MCP is available:

Tool: apify:run-actor
Actor: "apidojo~tweet-scraper"
Input:
{
  "twitterHandles": ["<handle>"],
  "maxItems": 200,
  "sort": "Latest"
}

REST API fallback:

curl -X POST \
  "https://api.apify.com/v2/acts/apidojo~tweet-scraper/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"twitterHandles": ["<handle>"], "maxItems": 200, "sort": "Latest"}'

Save id as RUN_ID. Poll until status = SUCCEEDED:

curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=$APIFY_TOKEN" | grep '"status"'

Fetch results:

curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=$APIFY_TOKEN&format=json"

Step 3: Handle Edge Cases

  • 0 results: Account may be private, suspended, or handle misspelled. Report to user.
  • Fewer results than expected: Account may have fewer public tweets than requested. Return what is available.
  • Protected account: Actor returns empty — inform user the account is private.

Output Format

# Tweet Timeline: @<username>
Tweets collected: N | Includes replies: YES/NO | Includes retweets: YES/NO

| Tweet ID | Text (truncated) | Likes | Retweets | Replies | Media | Timestamp |
|----------|-----------------|-------|----------|---------|-------|-----------|
| ...      | ...             | ...   | ...      | ...     | ...   | ...       |

Full dataset: N rows × 12 fields
Available fields: id, text, likeCount, retweetCount, replyCount, quoteCount,
isReply, isRetweet, media, tweetUrl, lang, createdAt

Troubleshooting

0 results for a known public account: Try again — Twitter may rate-limit intermittently. Missing older tweets: Twitter API limits historical access; very old tweets may not be available. Timeout: Reduce maxItems to 500 max per run.

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