twitter-analysis

Apps & Automation

Twitter/X data query. Provides general endpoints (auto data-source) and ReadX direct endpoints for deep tweet analysis, conversation threads, quote tweets, retweeters, relationship checks, and more.

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Twitter Analysis — Social Data

Base URL: https://crab-skill.opsat.io

All endpoints are POST. Body is JSON. Requires Crab signature headers.

1. General Endpoints (auto data-source selection)

Endpoint	Description	Required Fields
`/api/twitter/user`	User profile	`username`
`/api/twitter/tweets`	User tweets (no replies/retweets)	`username`
`/api/twitter/replies`	User tweets + replies	`username`
`/api/twitter/search`	Search tweets with filters	at least one filter
`/api/twitter/kol-followers`	KOL followers (6551 only)	`username`
`/api/twitter/deleted-tweets`	Deleted tweet history (6551 only)	`username`
`/api/twitter/follower-events`	Follow/unfollow events	`username`

Common Optional Fields

Field	Endpoints	Description
`maxResults`	tweets, replies, search, deleted-tweets, follower-events	Number of results (default 20)
`product`	tweets, replies, search	`Latest` / `Top` (default `Latest` for tweets/replies, `Top` for search)

Search Filters (`/api/twitter/search`)

Field	Description
`keywords`	Search keywords
`fromUser`	Filter by author
`toUser`	Filter by reply target
`mentionUser`	Mentioned user
`hashtag`	Hashtag
`excludeReplies`	Exclude replies
`excludeRetweets`	Exclude retweets
`minLikes`	Minimum likes
`minRetweets`	Minimum retweets
`minReplies`	Minimum replies
`sinceDate`	Start date (YYYY-MM-DD)
`untilDate`	End date (YYYY-MM-DD)
`lang`	Language code

Follower Events Filter

Field	Description
`isFollow`	`true` = new follows, `false` = unfollows (default `true`)

2. ReadX Direct Endpoints

ReadX endpoints provide deep tweet-level analysis capabilities.

Tweet Detail & Content

Endpoint	Description	Required Fields
`/api/readx/tweet-detail`	Tweet detail (minimal)	`tweet_id`
`/api/readx/tweet-detail-v2`	Tweet detail (recommended, includes views/source)	`tweet_id`
`/api/readx/tweet-detail-v3`	Tweet detail (includes view_count)	`tweet_id`
`/api/readx/tweet-article`	Long-form article attached to tweet	`tweet_id`
`/api/readx/tweet-results-by-ids`	Batch fetch multiple tweets	`tweet_ids` (comma-separated)

Conversation & Replies

Endpoint	Description	Required Fields
`/api/readx/tweet-detail-conversation`	Tweet + reply thread (single page)	`tweet_id`
`/api/readx/tweet-detail-conversation-v2`	Tweet + full reply thread (paginated)	`tweet_id`, optional `cursor`

Engagement & Spread

Endpoint	Description	Required Fields
`/api/readx/tweet-quotes`	Who quoted this tweet	`tweet_id`, optional `cursor`
`/api/readx/tweet-retweeters`	Who retweeted this tweet	`tweet_id`, optional `cursor`
`/api/readx/tweet-favoriters`	Who liked this tweet	`tweet_id`, optional `cursor`

User Relationships

Endpoint	Description	Required Fields
`/api/readx/followers-light`	Follower list (light fields)	`username`, optional `count`
`/api/readx/following-light`	Following list (light fields)	`username`, optional `count`
`/api/readx/user-verified-followers`	Verified followers (blue check)	`user_id` (rest_id), optional `cursor`
`/api/readx/friendships-show`	Relationship between two users	`source_screen_name`, `target_screen_name`

Advanced Search

Endpoint	Description	Required Fields
`/api/readx/search2`	Twitter advanced search syntax	`q` (full query string)

Optional fields for search2: count (default 20), type (Top/Latest, default Top), cursor, safe_search

search2 query examples:

bitcoin from:elonmusk min_faves:100
"project name" -filter:replies min_faves:50
@username OR #hashtag since:2025-01-01

When to Use Which

Goal	Use
Basic user info	`/api/twitter/user`
User's recent posts	`/api/twitter/tweets`
Search for mentions/discussions	`/api/twitter/search` or `/api/readx/search2` (advanced)
KOL following the project	`/api/twitter/kol-followers`
Read tweet replies/comments	`/api/readx/tweet-detail-conversation-v2`
Who quoted a tweet (KOL amplification)	`/api/readx/tweet-quotes`
Who retweeted (spread network)	`/api/readx/tweet-retweeters`
Who the project follows back	`/api/readx/following-light`
Verified/notable followers	`/api/readx/user-verified-followers`
Check if two people follow each other	`/api/readx/friendships-show`
Deleted tweets	`/api/twitter/deleted-tweets`
Follow/unfollow events	`/api/twitter/follower-events`

Fallback Behavior

Scenario	Behavior
All data sources fail	Return an error
Primary source fails	Automatically fall back to backup source
ReadX not configured	Skip ReadX endpoints, use general endpoints only