Crypto Token Social Metrics Tracker

What does Crypto Token Social Metrics Tracker do?

Crypto Token Social Metrics Tracker aggregates Twitter/X followers, Reddit subscribers, Telegram member count, GitHub stars, developer commit activity, and CoinGecko community and developer scores for any cryptocurrency token — all in one structured API call. It goes beyond raw follower counts to compute derived signals like social momentum score, bot activity indicator, narrative virality, price-social divergence, and a composite community health score that lets you compare project communities on an equal footing. No API key is required for the core data.

Why use Crypto Token Social Metrics Tracker?

• Cross-platform in one run: Instead of manually visiting Twitter, Reddit, Telegram, and GitHub for each token, this actor fetches all platforms simultaneously and returns a single normalized record per token — saving hours of manual research per project.
• Developer activity as a leading indicator: The github_commits_30d, dev_activity_score, and dev_to_social_ratio metrics surface projects with real engineering progress behind the marketing — a key signal for separating genuine projects from hype.
• Derived quality signals, not just raw counts: Metrics like community_quality_score, bot_activity_indicator, social_health_score, and narrative_authenticity go beyond vanity metrics to assess whether a community is real and engaged.
• Comparative ranking built in: The sortBy parameter lets you rank any token list by Twitter followers, GitHub stars, Reddit subscribers, community score, or dev activity score — instantly generating a ranked leaderboard for your watchlist.
• Identify undervalued projects: The price_social_divergence field flags tokens where community momentum has outpaced price, or where price has run ahead of genuine community growth — a useful signal for both long and short research.

How to use Crypto Token Social Metrics Tracker

1. Go to the Apify Store and search for "Crypto Token Social Metrics Tracker," then click Try for free.
2. In the Input tab, edit the tokens array with CoinGecko coin IDs for the tokens you want to analyze (e.g., ["bitcoin", "ethereum", "solana"]).
3. To find a CoinGecko ID: visit coingecko.com, search for a token, and use the ID from the URL (e.g., coingecko.com/en/coins/chainlink → ID is chainlink).
4. Set includeGithub to true to fetch live GitHub repo stats including star count and recent commits.
5. Optionally provide a githubToken to raise GitHub's rate limit from 60 to 5,000 requests per hour when analyzing large token lists.
6. Choose sortBy to rank results (default: community_score).
7. Click Start and view results in the Dataset tab. Export as JSON, CSV, or Excel.

Input

Field	Type	Default	Description
tokens	string[]	["bitcoin", "ethereum", "solana"]	CoinGecko coin IDs to analyze. Find IDs at coingecko.com.
includeGithub	boolean	true	Fetch live GitHub repo stats (stars, forks, watchers, commits).
githubToken	string	—	Optional GitHub personal access token for higher rate limits (60→5,000 req/h).
sortBy	string	community_score	Sort output by: twitter_followers, github_stars, reddit_subscribers, community_score, or dev_activity_score.

Output

[
  {
    "coin_id": "ethereum",
    "symbol": "ETH",
    "name": "Ethereum",
    "market_cap_usd": 286000000000,
    "twitter_followers": 3200000,
    "reddit_subscribers": 1200000,
    "reddit_posts_48h": 82,
    "reddit_comments_48h": 4310,
    "telegram_members": null,
    "github_stars": 46000,
    "github_forks": 19000,
    "github_watchers": 2100,
    "github_commits_30d": 150,
    "github_repo_url": "https://github.com/ethereum/go-ethereum",
    "community_score": 84.5,
    "dev_activity_score": 95.2,
    "social_health_score": 88.1,
    "community_quality_score": 81.3,
    "social_momentum_score": 72.4,
    "dev_to_social_ratio": 0.029,
    "price_social_divergence": "aligned",
    "bot_activity_indicator": "low",
    "narrative_authenticity": "high",
    "fetched_at": "2026-09-02T10:00:00Z"
  },
  {
    "coin_id": "chainlink",
    "symbol": "LINK",
    "name": "Chainlink",
    "market_cap_usd": 9800000000,
    "twitter_followers": 980000,
    "reddit_subscribers": 210000,
    "reddit_posts_48h": 31,
    "reddit_comments_48h": 890,
    "telegram_members": 42000,
    "github_stars": 11400,
    "github_forks": 3200,
    "github_watchers": 540,
    "github_commits_30d": 87,
    "github_repo_url": "https://github.com/smartcontractkit/chainlink",
    "community_score": 71.2,
    "dev_activity_score": 88.4,
    "social_health_score": 76.0,
    "community_quality_score": 74.5,
    "social_momentum_score": 58.9,
    "dev_to_social_ratio": 0.088,
    "price_social_divergence": "community_ahead",
    "bot_activity_indicator": "low",
    "narrative_authenticity": "high",
    "fetched_at": "2026-09-02T10:00:00Z"
  }
]

Data fields

Field	Description
coin_id	CoinGecko coin ID used as input
symbol	Token ticker symbol (e.g., ETH)
name	Full token name
market_cap_usd	Current market capitalization in USD
twitter_followers	Twitter/X follower count for the project's official account
reddit_subscribers	Number of Reddit community subscribers
reddit_posts_48h	Reddit posts created in the last 48 hours
reddit_comments_48h	Reddit comments posted in the last 48 hours
telegram_members	Telegram group or channel member count (null if not linked)
github_stars	Total GitHub stars for the primary repository
github_forks	Total GitHub forks
github_watchers	Total GitHub watchers
github_commits_30d	Commit count in the last 30 days (live from GitHub API)
github_repo_url	URL of the primary GitHub repository
community_score	CoinGecko composite community score (0–100)
dev_activity_score	CoinGecko composite developer activity score (0–100)
social_health_score	Composite score weighting engagement quality over raw follower count
community_quality_score	Score reflecting community engagement depth vs. follower size
social_momentum_score	Short-term social momentum based on recent activity trends
dev_to_social_ratio	GitHub commits per 1,000 social followers — developer intensity signal
price_social_divergence	aligned, community_ahead, or price_ahead — detects disconnects
bot_activity_indicator	low, medium, or high — estimated bot/fake follower risk
narrative_authenticity	high, medium, or low — organic vs. paid community signal
fetched_at	ISO 8601 UTC timestamp of the data fetch

Cost estimation

The actor charges $0.005 per token analyzed (Pay-Per-Event).

Scenario	Tokens	Estimated cost
Small — 10 tokens (personal watchlist)	10	$0.05
Medium — 100 tokens (sector analysis)	100	$0.50
Large — 500 tokens (market-wide scan)	500	$2.50

FAQ

Q: How do I find the right CoinGecko ID for a token? A: Visit coingecko.com, search for the token by name or ticker, and look at the URL on its page. For example, coingecko.com/en/coins/uniswap means the ID is uniswap. The ID is always lowercase and uses hyphens instead of spaces.

Q: Why is telegram_members showing as null? A: CoinGecko only provides Telegram member counts for tokens that have their official Telegram link registered in the CoinGecko database. If a project has not added this information, the field will be null. GitHub data follows the same pattern — only fetched if the project has a registered GitHub repo.

Q: Does the actor work without a GitHub token? A: Yes. Without a GitHub token, the GitHub API allows 60 requests per hour. For lists of 60 or fewer tokens with GitHub data enabled, no token is needed. For larger lists, provide a GitHub personal access token to raise the limit to 5,000 requests per hour.

Disclaimer: Social metrics are sourced from CoinGecko's public API and the GitHub API. Follower counts and engagement metrics reflect data at the time of the run and may not perfectly represent the organic community quality of any project. This data is for research and due diligence purposes only and is not financial advice. Cryptocurrency investments carry significant risk. Always conduct your own research before making investment decisions.

Keywords: crypto token social metrics, cryptocurrency community analysis, Twitter followers crypto tracker, GitHub crypto developer activity, Reddit crypto subscribers, CoinGecko community data, token fundamental analysis, crypto sentiment tracker, DeFi project social data, undervalued crypto gem finder

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Related actors

• Crypto Developer Activity — GitHub commit and contributor data to validate developer score from this actor
• Token Holder Tracker — On-chain holder distribution to pair with social community health metrics
• Crypto News Aggregator — News coverage to contextualize social momentum spikes detected by this actor

Feedback

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Keywords: token social metrics, Twitter followers, GitHub stars, Reddit subscribers, Telegram members, Discord, social sentiment, developer activity, crypto community, CoinGecko, fundamental analysis