Alternative data datasets
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Hourly wind generation estimates from the past day along with a week-ahead outlook for BPA wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for CAISO wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for ERCOT wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for ISO-NE wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for MISO wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for NYISO wind farms.
Hourly wind generation estimates from the past day along with a week-ahead outlook for PJM wind farms.
Seven-day outlook plus the previous day's modeled electricity generation for wind facilities in the Southwest Power Pool territory.
Precise location-based meteorological predictions covering a fifteen-day horizon for individual sites.
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View source information and access options.
Daily predictive information spanning an eleven-month horizon.
Forward-looking projections issued on a daily basis covering a fourteen-day window.
Predicted conditions issued on a weekly cadence covering an eleven-month horizon.
Japan-focused information delivered at a one-kilometer grid granularity intended for commercial applications and digital transformation initiatives.
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View source information and access options.
View source information and access options.
A high-volume retail transaction analytics system that supports custom panel queries for demand forecasting.
Global AI Hardware Demand, Semiconductor Trade, Production & ML Forecasting Data
A sharded Parquet archive of NSE equities and index prices from India spanning 2000 to 2026, covering more than 2,500 tickers and organized into roughly 1.5 GB files for efficient streaming.
Approximately ten percent sample of every US airline ticket sold, including price, itinerary and carrier details, serving as a foundational dataset for air-travel demand forecasting.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Access to historical and forecasted weather data plays a vital role in many industries. This detailed weather file, updated daily with the most up to date information, provides you with a rolling 14 days of daily historical weather information for the most common weather variables that can impact your business each and every day.
Enterprise weather data visualization platform with real-time radar, wind, and forecast displays for web and mobile applications.
Klaver Twin is an advanced traffic control platform that stores, manages, and analyzes traffic data collected in real-time through sensors such as radar and CCTV installed on the road, and transforms actual road traffic conditions as a virtual digital twin It also includes an AI-powered fault detection, root cause analysis, and usage forecasting service an intelligent capability that detects anoma
Sell-through estimates for smartphones, tablets and wearables in the US and Europe, derived from a device-level database spanning carriers, channels and price points.
Get a data sample: Comprehensive job market and job postings data with 280B+ records updated daily. Gain global employee insights, hiring trends, and recruiting activity for use in workforce analytics, talent acquisition, economic forecasting, competitive intelligence, and AI/ML model training.
Prepared by Electric Sheep Africa, this MDPA-sourced dataset supplies 10 entries of hotel room occupancy rates for Mauritius over 2019-2023, delivered as ML-ready Parquet files accompanied by uniform Hugging Face metadata and source provenance.
A small Parquet-format collection from Electric Sheep Africa reporting room occupancy rates for large hotels in Mauritius from 2019 to 2023, containing ten records drawn from MDPA and packaged with Hugging Face metadata for machine learning workflows.
Assembled by Electric Sheep Africa from MDPA, this dataset provides 60 rows of monthly hotel room occupancy rates for Mauritius spanning 2019-2023, formatted as ML-ready Parquet with consistent Hugging Face metadata and source attribution.
Compiled by Electric Sheep Africa, this MDPA-derived dataset offers 20 records of quarterly hotel room occupancy rates for Mauritius across the 2019-2023 period, distributed in ML-ready Parquet format with standardized Hugging Face metadata and source traceability.
Electric Sheep Africa releases 60 quarterly observations from MDPA on hotel room occupancy for large establishments in Mauritius from 2019 through 2023, formatted as Parquet with consistent metadata.
Earnings forecasts gathered from contributors are compared against Wall Street consensus figures.
Targeted pharmaceutical dataset designed to assist in evaluating the value of a drug candidate.
Pharmaceutical dataset built to help recommend candidates appropriate for licensing partnerships.
Pharmaceutical market overview using product taxonomies to identify and prioritize prospective targets.
Information that guides drug indication selection by quantifying addressable market size and opportunity.
All-in-one dataset designed for evaluating the full market environment at the product or therapeutic indication level.
A broad overview of the pharmaceutical market intended to support trend analysis and forecasting.
Evaluation of a candidate product's primary attributes including therapeutic use, underlying technology, and biological mechanism.
Retail forecasting analytics built from Facteus card-spending records.
FactSet consensus forecasts refreshed throughout the trading day, compiled from roughly eight hundred contributing analysts.
Daily point-in-time consensus forecasts aggregated from a broad network of contributing analysts.
Indian equity market price history covering NSE-listed stocks and indices from 2000 through 2026, offered in Parquet shards of roughly 1.5GB each for efficient streaming on the Hugging Face hub. The collection draws on more than 2,500 tickers and supports both minute-level and end-of-day intervals.
Forecasts and historical figures spanning five years cover market size and share for retail loans, credit cards, and deposits.
Field-level agricultural analytics built on Sentinel-1 and Sentinel-2 imagery, offering vegetation indices, soil wetness readings, and yield forecasts aimed at commodity-market participants.
🇮🇳 Indian Stock Market Data: Minute & Daily (2000 - 2026) 📌 Overview This is a high-performance financial dataset containing the historical price history of 2,500+ NSE Stocks and Indices. The dataset has been sharded and optimized for high-speed training. Instead of thousands of tiny files, it is grouped into large ~1.5GB Parquet shards, making it ideal for fast streaming with the Hugging Face dat
Japanese public companies have their consensus forecasts refreshed on a daily schedule.
🇮🇳 Indian Stock Market Data: Minute & Daily (2000 - 2026) 📌 Overview This is a high-performance financial dataset containing the historical price history of 2,500+ NSE Stocks and Indices. The dataset has been sharded and optimized for high-speed training. Instead of thousands of tiny files, it is grouped into large ~1.5GB Parquet shards, making it ideal for fast streaming with the Hugging Face dat
Designed to aid Nifty50 trading research, this dataset merges financial news, sentiment indicators, and stock market data into a single analysis-ready resource, enabling pipelines that cover news cleaning, impact categorization, FinBERT-based sentiment scoring, and Temporal Fusion Transformer forecasting.
Is it possible to forecast whether a customer is going to cancel their booking?
Stocks Quarterly Earnings This dataset includes quarterly earnings report data for various stocks. 355,371 rows over 6,406 symbols, 8 columns, covering 1996-01-31 to 2026-07-31. Refreshed monthly. Strategies Built on This Data 490 papers in the Papers With Backtest catalogue declare this dataset as an input. 456 of them have been coded and run over their own full history. The median replicated Sha
Stocks Weekly Earnings Surprise Weekly earnings surprise probabilities and outcomes for publicly traded companies. 2,204,032 rows over 6,067 symbols, 8 columns, covering 2016-12-30 to 2026-07-03. Refreshed monthly. Why It Matters This dataset supplies high-frequency earnings-surprise context for equity strategies by: Pre-event positioning: Surprise probabilities guide sizing and hedging ahead of e
Daily and hourly weather observations, forecasts, and climate normals sourced from NOAA for a set of chosen cities.
A daily record of trading activity across multiple major global stock market indices, structured for trend analysis and forecasting work in international equity markets.
Minute- and daily-resolution price histories for more than 2,500 National Stock Exchange securities and indices from 2000 through 2026 are consolidated into roughly 1.5 gigabyte Parquet shards to enable rapid streaming on Hugging Face infrastructure.
Recreational-vehicle industry data: monthly shipments by manufacturers, wholesale values, ownership demographics and outlook projections.