📡 Fuentes de datos
Registro maestro de todas las fuentes externas que alimentan el pipeline de predicciones.
Total
31
fuentes registradas
Leyenda
api API oficial (clave o demo)
rss Feed RSS/Atom
json Endpoint JSON público
scrape Scraping HTML (frágil)
yfinance python-yfinance
| # | Fuente | Tipo | Refresh | Señal generada | Se incorpora en | Desde | URL |
|---|---|---|---|---|---|---|---|
| 1 | FRED — CPIAUCSL (CPI) | api | daily 06:30 | inflation level (YoY calc) | macro_agent, daily_report macro section | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_… |
| 2 | FRED — UNRATE (Unemployment) | api | daily 06:30 | labor market slack | macro_agent, regime classifier | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_… |
| 3 | FRED — DGS10 (10y Treasury) | api | daily 06:30 | long-term interest rate | macro_agent, risk-off detection | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_… |
| 4 | FRED — DFF (Fed Funds Rate) | api | daily 06:30 | Fed policy stance | macro_agent | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_id=DFF |
| 5 | FRED — VIXCLS (VIX close) | api | daily 06:30 | implied equity volatility | macro_agent risk score | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_… |
| 6 | FRED — DEXUSEU (USD/EUR) | api | daily 06:30 | FX regime | macro context | 40_sources | https://api.stlouisfed.org/fred/series/observations?series_… |
| 7 | Reddit — r/wallstreetbets | json | every 2h | retail sentiment (FinBERT) | sentiment_daily, sentiment_agent | 40_sources | https://www.reddit.com/r/wallstreetbets/.rss |
| 8 | Reddit — r/stocks | json | every 2h | retail sentiment (FinBERT) | sentiment_daily, sentiment_agent | 40_sources | https://www.reddit.com/r/stocks/.rss |
| 9 | Reddit — r/cryptocurrency | json | every 2h | crypto retail sentiment | sentiment_daily (crypto universe) | 40_sources | https://www.reddit.com/r/cryptocurrency/.rss |
| 10 | Fed — Press Monetary Releases | rss | hourly | Fed policy events | news, corporate_events (central_bank) | 40_sources | https://www.federalreserve.gov/feeds/press_monetary.xml |
| 11 | ECB — Press Releases | rss | hourly | ECB policy events | news, corporate_events (central_bank) | 40_sources | https://www.ecb.europa.eu/rss/press.html |
| 12 | BOE — News | rss | hourly | BOE policy events | news, corporate_events (central_bank) | 40_sources | https://www.bankofengland.co.uk/rss/news |
| 13 | BOJ — What's New | rss | hourly | BOJ policy events | news, corporate_events (central_bank) | 40_sources | https://www.boj.or.jp/en/rss/whatsnew.xml |
| 14 | PBOC — News Release (EN) [scrape] | scrape | hourly | PBOC policy events (fragile scrape) | news, corporate_events (central_bank) | 40_sources | http://www.pbc.gov.cn/en/3688110/3688172/index.html |
| 15 | Reuters Business | rss | hourly | general market news → FinBERT sentiment | sentiment_agent, news section | v1 | https://feeds.reuters.com/reuters/businessNews |
| 16 | Reuters Finance | rss | hourly | financial news | sentiment_agent | v1 | https://feeds.reuters.com/reuters/financialNewsFinance |
| 17 | MarketWatch Top | rss | hourly | market headlines | sentiment_agent | v1 | https://feeds.marketwatch.com/marketwatch/topstories |
| 18 | CNBC Markets | rss | hourly | US market news | sentiment_agent | v1 | https://www.cnbc.com/id/15839069/device/rss/rss.html |
| 19 | Yahoo Finance | rss | hourly | retail-focused news | sentiment_agent | v1 | https://finance.yahoo.com/news/rssindex |
| 20 | Bloomberg Markets | rss | hourly | institutional headlines | sentiment_agent | v1 | https://feeds.bloomberg.com/markets/news.rss |
| 21 | WSJ Markets | rss | hourly | WSJ markets | sentiment_agent | v1 | https://feeds.a.dj.com/rss/RSSMarketsMain.xml |
| 22 | FT Markets | rss | hourly | UK/EU finance | sentiment_agent | v1 | https://www.ft.com/rss/home/uk |
| 23 | Investing.com | rss | hourly | technical commentary | sentiment_agent | v1 | https://www.investing.com/rss/news.rss |
| 24 | Seeking Alpha | rss | hourly | retail analyst sentiment | sentiment_agent | v1 | https://seekingalpha.com/market_currents.xml |
| 25 | CoinDesk | rss | hourly | crypto headlines | sentiment_agent (crypto) | v1 | https://www.coindesk.com/arc/outboundfeeds/rss/ |
| 26 | Cointelegraph | rss | hourly | crypto headlines | sentiment_agent (crypto) | v1 | https://cointelegraph.com/rss |
| 27 | IMF News | rss | hourly | IMF macro commentary | macro context | v1 | https://www.imf.org/en/News/rss?language=eng |
| 28 | FRED Blog | rss | hourly | Fed research posts | macro context | v1 | https://fredblog.stlouisfed.org/feed/ |
| 29 | yfinance (OHLCV) | yfinance | on-demand + 30m batch | price/volume series para quant engine | quant_engine (GBM/MCJ/Kalman/HMM/GARCH), technical_agent | v1 | https://finance.yahoo.com/ (via python-yfinance) |
| 30 | yfinance (.info fundamentals) | yfinance | daily | P/E, EPS growth, margins, D/E | fundamental_agent | v1 | https://finance.yahoo.com/ (via python-yfinance) |
| 31 | yfinance (VIX/DXY/TLT/IEF/GLD) | yfinance | daily | risk-on/risk-off indicators | macro_agent | v1 | https://finance.yahoo.com/ (via python-yfinance) |
Caveats
- FRED demo key: funciona para las series básicas pero está limitada.
Recomendable registrar una clave propia gratis en
fred.stlouisfed.org y exportar como
FRED_API_KEY. - Reddit sin auth: sujeto a 429 si se excede ~60 req/min.
User-Agent custom (
trading-predictor/1.0 by vfalbor) es obligatorio. - PBOC scrape: no tiene RSS oficial, parseo HTML frágil — puede romper si cambia el layout del sitio. Considerado best-effort.
- Feedparser + feeds de bancos: algunos servidores europeos (ECB, BOE) ocasionalmente devuelven 403 con User-Agent por defecto; por eso enviamos UA custom.
- yfinance: rate-limited silenciosamente — si Yahoo bloquea,
los modelos quant pueden quedar sin precios. Monitorizar
quant_errorssi hay anomalías.