Alternative data datasets
Browse by provider, category, marketplace, access, delivery and license
Every job posting collected since 2021: who is hiring, for what, where and at what salary. One row per posting with title, full description, location, salary and company; closed postings ship as their own file with the day each one went offline. Companies file included for firmographic joins.
Daily point-in-time consensus forecasts aggregated from a broad network of contributing analysts.
ClinicalTrials.gov XML for studies registered between 2018 and 2024, parsed into CSV, hundreds of thousands of records under CC0. A clean, licensed point-in-time history of US clinical-trial registrations.
More than 800,000 US and international economic time series from roughly 100 official sources: GDP components, employment, inflation, rates, money supply, housing and regional series, downloadable as CSV or XLSX or via the FRED and ALFRED APIs, with vintages preserved for point-in-time research.
A cleaned, structured repository of job listings from multiple boards, with duplicate removal and records of when posts open and close.
A point-in-time capture of the full Transparency in Coverage file dated May 2026.
Daily ticker-level web-traffic engagement for over 25,000 listed companies worldwide, with visits, demographics and ranks plus point-in-time ticker mapping, packaged for quantitative funds.
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