News Sentiment Trading Signals: An Honest Quant Guide
Build a news sentiment trading signal that survives an honest backtest: entity-level sentiment, dedup, decay, z-score. Real API JSON, code, and caveats.
Artigos marcados com "Python"
14 artigos
Build a news sentiment trading signal that survives an honest backtest: entity-level sentiment, dedup, decay, z-score. Real API JSON, code, and caveats.
Build a Python Slack news bot. Format with Block Kit, schedule on cron / GitHub Actions / Lambda. Working code, ~80 lines.
Build a breaking news detection system in Python: entity-velocity z-score, source-diversity filter, Slack alerts, latency benchmark methodology.
News sentiment analysis in Python: VADER vs FinBERT vs TextBlob on 200 real articles — agreement rates, title-vs-body flip, and a streaming loop.
Build market-moving news alerts in Python: score, dedupe, and push the news that moves prices. Why sentiment is the wrong signal — with runnable code.
Detect misinformation by cross-referencing sources: score corroboration breadth, source authority, and bias diversity over a news API. Code included.
Build an earnings news monitor in Python that fuses the earnings calendar with real-time company news over one watchlist — earnings-window framework + code.
Build a production GPT news summarization pipeline: chain selection, cost math at volume, hallucination grounding, prompt caching, and build-vs-buy.
Melhor API de notícias para Python em 2026: seis opções classificadas com código executável, asyncio.gather entre fornecedores, pipeline pandas e nova tentativa de tenacidade.
Audit your calls, tier cache TTL by news velocity, swap polling for webhooks, and bulk-export backfills to cut news API spend 70-90%. Per-100k cost math + code.
10 padrões de filtro de API de notícias executáveis — pesquisa de título, datas, entidades, sentimento, fontes e consultas compostas — com exemplos curl, Python e JSON, mais a armadilha que desperdiça seu primeiro dia.
Atinga um endpoint real da API de notícias em 5 minutos — curl, JavaScript e Python lado a lado, com uma resposta JSON anotada e correções para os erros 401/429 que você realmente encontrará.</h4><h2></h2>
Crie um bot de notícias Telegram em Python com aiogram 3.27, APScheduler e APITube. Assíncrono, com filtro de sentimento, postagem automática de canal — código completo Docker.
Build a Django news portal: Celery beat ingestion, Redis cache, HTMX infinite scroll, Postgres full-text search. Real news API, runnable Django 5 code.
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