Alternative data datasets
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A broad points-of-interest compilation spanning nineteen industry sectors throughout Canada.
An extensive points-of-interest collection spanning nineteen industry sectors throughout China.
Extensive points-of-interest collection spanning nineteen industry sectors throughout the Czech Republic.
Extensive points-of-interest dataset spanning nineteen sectors throughout Egypt.
An extensive points-of-interest catalog spans nineteen commercial sectors throughout France.
Extensive points-of-interest records spanning 19 industry sectors throughout Germany.
Extensive points-of-interest collection spanning 19 industry sectors throughout Greece.
An extensive points-of-interest collection spanning 19 business sectors throughout India.
An extensive Italian points-of-interest catalog spanning nineteen distinct commercial sectors.
Extensive points-of-interest database spanning 19 business sectors throughout Japan.
Extensive points-of-interest catalog spanning nineteen business sectors throughout the Netherlands.
Extensive points-of-interest database spanning nineteen industry sectors throughout Pakistan.
An extensive points-of-interest collection spanning 19 industry sectors throughout Portugal.
An extensive points-of-interest database spanning nineteen commercial sectors throughout South Korea.
A points-of-interest collection spanning 19 industry sectors throughout Romania.
A points-of-interest collection spanning 19 industry sectors throughout the Russian Federation.
Extensive points-of-interest coverage spanning 19 industry sectors across Saudi Arabia.
Wide-ranging points-of-interest inventory spanning nineteen commercial sectors throughout South Africa.
Extensive points-of-interest collection spanning 19 industry sectors throughout Spain.
An extensive points-of-interest dataset spanning nineteen industry sectors throughout Switzerland.
Extensive points-of-interest collection spanning nineteen industry sectors within Thailand.
An extensive points-of-interest collection spanning 19 industry sectors throughout Türkiye.
Broad points-of-interest dataset spanning 19 industry sectors within Ukraine.
Wide-ranging POI dataset across 19 business sectors in the United Kingdom.
An extensive points-of-interest catalog spanning nineteen commercial sectors throughout Vietnam.
Essential energy sector fundamentals suited for quantitative analysis and modeling work.
Investment-ready consumer research assembled from scraped email receipts, transaction panels and app-level data across internet-driven consumer sectors.
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ZipLime US Insider Trading Disclosures (PIT) [!CAUTION] Use knowledge_date, not transaction_date, when backtesting. transaction_date says when a trade occurred; knowledge_date says when the filing became observable through EDGAR. Using the former as the signal date introduces look-ahead bias. visible = trades.filter(pl.col("knowledge_date") <= simulation_time) This dataset normalizes corporate-ins
US Short Interest This dataset publishes no short-interest data, and that is the finding, not a bug. Every US source of equity short positioning was audited on 13 September 2026 before any of it was collected. Two forbid the publication pattern and the third does not exist yet. What is published here is the audit itself — which clause, on which page, read on which day — plus the adapters that will