Alternative data datasets
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Records of SEC audit fee disclosures covering the period from 2015 to 2019.
Records of SEC audit fee disclosures covering the period from 2020 to 2024.
Analyzing booking cancellation trends in hotel data
A licensed and comprehensive source covering political developments, economic conditions, and business activity within Brazil.
Fully licensed real-time international news content supplied by top-tier global wire services.
Fully licensed, real-time news feed covering business, financial, and corporate developments from major Japanese media outlets.
Ten rows of Parquet data from Electric Sheep Africa tracking room occupancy rates across all hotel categories in Mauritius between 2019 and 2023, sourced from MDPA and structured for analytical use.
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.
An Electric Sheep Africa compilation drawn from MDPA provides 10 rows tracking hotel room occupancy rates for large hotels in Mauritius across 2019 to 2023, distributed as Parquet with Hugging Face metadata and source lineage.
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.
A Parquet dataset of 60 records providing monthly hotel room occupancy rates across one African country for 2019 to 2023, adapted from MDPA by Electric Sheep Africa and distributed with metadata and source provenance.
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.
Compiled by Electric Sheep Africa from MDPA, this 20-row dataset records quarterly hotel room occupancy rates in Mauritius for all hotel categories between 2019 and 2023 and is delivered as ML-ready Parquet.
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.
Macroeconomic data series describing conditions across European markets.
An extensive collection of financial filings sourced from the U.S. Securities and Exchange Commission, intended for analytical and academic use.
County, ZIP, and college-level social capital indicators for the United States derived from Facebook information.
Open electricity statistics by source for more than 200 countries: capacity, generation mix, carbon intensity and cross-border flows, updated annually and monthly, with CSVs and an API.
Weekly allocation data is tracked across thousands of mutual funds and ETFs.
Earnings forecasts gathered from contributors are compared against Wall Street consensus figures.
Exchange-traded products listed on U.S. financial markets.
Global liquidity conditions and cross-border capital movements are monitored through alternative macroeconomic measures.
Earnings call transcripts, news articles, and sector or industry company information designed to support AI and large language model workflows.
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.
US household debt from the Federal Reserve Bank of New York's Consumer Credit Panel, seen quarterly: product balances, delinquency rates, originations and credit-limit moves.
Brand-level search performance figures tracked monthly and segmented by age group for fifty beauty technology and Korean cosmetics companies.
Brand-level search performance figures tracked monthly and segmented by age group for fifty beauty technology and Korean cosmetics companies.
Monthly search exposure metrics organized for ninety luxury labels, indicating consumer interest patterns over time.
Monthly search exposure metrics organized for ninety luxury labels, indicating consumer interest patterns over time.
A curated collection of earnings call recordings broken into intelligent segments and paired with high-accuracy transcripts produced by Mistral's Voxtral model, intended for ASR benchmarking, transcription quality studies, and audio-to-text alignment research.
FINRA Short Interest, last 12 months Shares sold short for every exchange-listed and OTC security, twice a month, for the last 12 months (522,296 rows): short shares, change from the prior report, average daily volume and days to cover. import pandas as pd df = pd.read_parquet("hf://datasets/FinzData/finra-short-interest/data/short_interest.parquet") df[df.ticker == "GME"] In the full FinzData dat
Over fifteen years of daily trailing and calendar-year total return figures are available for more than 32,000 US mutual funds and ETFs.
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.
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View source information and access options.
Telematics aggregated across millions of connected commercial vehicles: truck flows along corridors, border crossings and GPS-derived economic-activity indices.
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🇮🇳 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
Japan listed firms receive analyst consensus projections refreshed every business day.
Japanese public companies have their consensus forecasts refreshed on a daily schedule.
U.S. import shipment information drawn from customs filings that traces the connections between overseas sellers, shippers and U.S. receivers.
Worldwide dataset covering import and export flows, pricing, and outlooks for cement, ceramic tiles, and related construction commodities from 2012 through 2035.
Worldwide figures covering trade flows, pricing, and demand for processed food and beverage products from 2012 through 2035.
Worldwide trade flows and quotations for mineral ores along with base and precious metals, spanning 2012 through 2035.
Worldwide trade flows and pricing information for garments, fabrics, and textiles covering 2012 through 2035.
country and city wise listed hotels
🇮🇳 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
**Subtitle:** Hotel Booking & Revenue Analysis Dataset, Insights into Bookings,
“An updated 2024 dataset for hotel booking demand and cancellation analysis” “A
Enterprise-grade datasets spanning lawsuits, regulatory actions, real-estate records, corporate information and identity risk for due-diligence workflows.
Free annual archives of terrestrial AIS vessel-position messages covering all US coastal waters, from 2009 onward, ship tracks, speeds and port calls that serve as ground truth for trade-flow and commodity-shipping research.
Macroeconomics, Trade Sanctions, Energy Grids,and Semiconductor Flows(2015-2026)
Aggregated analyst projections for corporate profits and sales, combined with price targets and professional buy or sell ratings.
Data on ownership by large financial institutions, trades by company insiders, mutual fund stakes, official regulatory submissions, and short selling positions.
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