24-hour sentiment leaderboard

The biggest news-sentiment movers across 42 tracked assets — crypto, FX, stocks, ETFs and commodities — ranked by absolute change in FinBERT-scored sentiment over the last 24 hours vs. the prior 24 hours. Refreshed every 15 minutes from RSS feeds across CoinTelegraph, CoinDesk, Bloomberg, Reuters, FXStreet and more.

How the leaderboard works

Every 15 minutes, SentimentFX pulls fresh headlines from a curated list of RSS feeds across crypto, FX, equities and macro outlets. Each headline is scored by FinBERT — a finance-tuned transformer — producing a value between -1 (very bearish) and +1 (very bullish). For each asset, we compute a volume-weighted mean of the last 24 hours of scores, then subtract the same mean over the prior 24 hours. That difference is the "Δ 24h" column above, and is what the leaderboard ranks by.

Reading the columns

Sentiment is the current 24-hour weighted average — positive means headlines are skewing bullish, negative means bearish. Δ 24h is the shift compared with the prior day. Articles is how many headlines contributed; tickers with very low article counts can swing on a single story, so treat thin coverage with caution. Price and 24h % come from yfinance, in GBP.

API access

The same data is available as a single JSON document at GET /leaderboard — no authentication required. See developers.sentimentfx.org for the per-ticker endpoints (sentiment history, correlation, signal, divergence).