datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
USDT-M_Perpetual_Futures
USDT-M Perpetual Futures (Binance)
Binance USDT-margined perpetual futures historical data, including OHLCV klines,
mark / index / premium-index prices, open-interest & long/short ratios, and funding rates.
Auto-updated daily from the official Binance public data mirror.
币安 U 本位永续合约 历史数据集，包含 K 线、标记价格、指数价格、溢价指数、持仓量及多空比、资金费率，
每日从 Binance 官方数据镜像自动更新。
Last updated on 2026-09-23 09:03:37 UTC
Usage
Data is stored as Parquet in per-symbol subdirectories.
import pandas as… See the full description on the dataset page: https://huggingface.co/datasets/linxy/USDT-M_Perpetual_Futures.kl3m-data-dotgov-www.fsis.usda.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.fsis.usda.gov.CryptoLM-Bitcoin-BTC-USDT
BTC Price Dataset with Technical Indicators
Welcome to the BTC / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on Bitcoin prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date and… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Bitcoin-BTC-USDT.CryptoLM-Ethereum-ETH-USDT
ETH Price Dataset with Technical Indicators
Welcome to the ETH / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on Ethereum prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Ethereum-ETH-USDT.CryptoLM-Ripple-XRP-USDT
XRP Price Dataset with Technical Indicators
Welcome to the XRP / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on XRP prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date and… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Ripple-XRP-USDT.USDA-Phytochemical-Database-JSON
Ethno-API v2.4.0 — Public Sample
Hugging Face hosts a 400-row public sample of Ethno-API v2.4.0: a cleaned and enriched phytochemical data-engineering project derived from the USDA Dr. Duke source data.The full project contains 76,907 records, 2,313 plant species, 24,746 unique chemical entities, and a 16-field public schema with PubMed, ClinicalTrials.gov, ChEMBL, PatentsView, PubChem CID/SMILES, and partner-assisted CID/IUPAC resolution fields.QA-gated public dataset… See the full description on the dataset page: https://huggingface.co/datasets/wirthal1990-tech/USDA-Phytochemical-Database-JSON.BTC_USDT_ohlcvusda-fdc-foods-cleaned
Comprehensive & Cleaned USDA Foods Nutrition Dataset
Dataset Summary
This dataset is a cleaned, de-duplicated, and enhanced version of the USDA's FoodData Central (FDC) database, combining Branded Foods, Foundation Foods (generic), and SR Legacy data into a single, analysis-ready file. It is designed to be a robust resource for nutritional analysis, machine learning, and food-related applications.
The raw USDA data is spread across dozens of CSV files, contains numerous… See the full description on the dataset page: https://huggingface.co/datasets/omid5/usda-fdc-foods-cleaned.Liquidity-Pools-TVL-USD-Ethereum-Cryptocurrency-Data
Liquidity-Pools-TVL-USD-Ethereum-Cryptocurrency-Data
Hive-partitioned Parquet export of BlockDB liquidity_pools_tvl_usd (Ethereum).
Load
from datasets import load_dataset
ds = load_dataset("BlockDB/Liquidity-Pools-TVL-USD-Ethereum-Cryptocurrency-Data", split="train")
Files live under data/year=YYYY/month=MM/part-NNNN.parquet.
Range: 2025-01 .. 2026-06 (UTC calendar months).
Schema
column
type
block_timestamp
timestamp
block_number… See the full description on the dataset page: https://huggingface.co/datasets/BlockDB/Liquidity-Pools-TVL-USD-Ethereum-Cryptocurrency-Data.us-dot-flight-delays-2015
US DOT Flight Delays — 2015 (Parquet Version)
This dataset contains 5,819,079 records of commercial flights in the United States during 2015.It has been converted to Parquet for efficient analytics in Python, DuckDB, Ibis, Spark, and Polars.
Files included
flights.parquet (main fact table)
airlines.parquet (carrier info)
airports.parquet (airport geolocation & metadata)
cancellation_codes.parquet (mapping table)
Source
U.S. Department of Transportation —… See the full description on the dataset page: https://huggingface.co/datasets/hsanchezp/us-dot-flight-delays-2015.usdt-blacklist-archive
USDT Blacklist Archive — Ethereum + TRON
Complete public history of Tether's USDT blacklist actions on Ethereum
and TRON since November 2017, plus per-signer attribution for the
Ethereum multisig that executes them. Rebuilt from public on-chain logs
by cryptoalert.report.
Snapshot: 2026-09-07 · 27,538 events · 11,900 addresses · 28,219
multisig actions · $4.00B currently frozen · $1.34B destroyed
outright.
What's inside
File
Rows
Description… See the full description on the dataset page: https://huggingface.co/datasets/cryptoalert/usdt-blacklist-archive.usda-branded-food-data
USDA Branded Food Dataset
The USDA Branded Food Dataset is a cleaned and structured dataset created from USDA FoodData Central (FDC) data. This dataset consolidates extensive information on branded food items available in the U.S., providing a valuable resource for nutrition analysis, machine learning, and consumer research.
Overview
The USDA Branded Food Dataset compiles data on over 456,000 branded food items, including:
Nutrient Profiles: Detailed nutrient content for… See the full description on the dataset page: https://huggingface.co/datasets/jacktol/usda-branded-food-data.libero_spatial_noop_usd3_link_lerobot_compact_v30_workdirkl3m-data-dotgov-www.ers.usda.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.ers.usda.gov.kl3m-data-dotgov-www.ars.usda.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.ars.usda.gov.historical-emerging-asian-usd-forwards-sample
Historical Emerging & Asian USD FX Forwards Sample
A free evaluation sample of historical FX-forward data for selected emerging-market and Asian currencies quoted against the U.S. dollar.
Full historical FX-forward catalog, broader pair and tenor coverage, downloadable datasets, and pricing:https://futuresforexandsomeindexes.com/
This repository is a free evaluation sample intended for schema inspection, data-quality evaluation, integration testing, and quantitative research… See the full description on the dataset page: https://huggingface.co/datasets/lynx1231/historical-emerging-asian-usd-forwards-sample.historical-usd-forex-pairs-sample
Historical USD Forex Pairs Data Sample
A free evaluation sample of historical Forex data for selected USD-linked currency pairs, including major dollar crosses.
Full historical Forex catalog, broader pair coverage, downloadable datasets, and pricing:https://futuresforexandsomeindexes.com/
This repository is a free evaluation sample intended for schema inspection, data-quality evaluation, integration testing, and quantitative research prototyping. It is not the complete… See the full description on the dataset page: https://huggingface.co/datasets/lynx1231/historical-usd-forex-pairs-sample.historical-major-usd-fx-forwards-sample
Historical Major USD FX Forwards Sample
A free evaluation sample of historical FX-forward data for selected major USD-linked currency pairs across multiple forward tenors.
Full historical FX-forward catalog, broader pair and tenor coverage, downloadable datasets, and pricing:https://futuresforexandsomeindexes.com/
This repository is a free evaluation sample intended for schema inspection, data-quality evaluation, integration testing, and quantitative research prototyping. It is… See the full description on the dataset page: https://huggingface.co/datasets/lynx1231/historical-major-usd-fx-forwards-sample.CryptoLM-Solana-SOL-USDT
SOL Price Dataset with Technical Indicators
Welcome to the SOL / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on Solana prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date and… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Solana-SOL-USDT.kl3m-filter-data-dotgov-www.ars.usda.govkl3m-data-dotgov-cops.usdoj.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-cops.usdoj.gov.us-dot-flight-delays-2015
US DOT Flight Delays — 2015 (Parquet Version)
This dataset contains 5,819,079 records of commercial flights in the United States during 2015.It has been converted to Parquet for efficient analytics in Python, DuckDB, Ibis, Spark, and Polars.
Files included
flights.parquet (main fact table)
airlines.parquet (carrier info)
airports.parquet (airport geolocation & metadata)
cancellation_codes.parquet (mapping table)
Source
U.S. Department of… See the full description on the dataset page: https://huggingface.co/datasets/Phoenix05003/us-dot-flight-delays-2015.usda_tokenized_target
Dataset Card for "usda_tokenized_target"
More Information needed
kl3m-data-dotgov-www.ams.usda.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.ams.usda.gov.africa-exchange-rates-local-currency-units-per-usd
Exchange rates — Local currency units per USD | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-exchange-rates-local-currency-units-per-usd.forma-usd-forecasts
Forma ProForma-20Q Forecasts in USD ($M)
Probabilistic forecasts of complete quarterly financial statements for U.S.
public firms, denominated in millions of USD, at horizons of 1–20 quarters.
This is the dollar-space companion to the standardized-space release. Forma
internally predicts a per-account, per-quarter asinh z-score; that is the right
space for scoring and the wrong space for almost everything else. This dataset
inverts the full normalization chain so the forecasts… See the full description on the dataset page: https://huggingface.co/datasets/forma-lab-mccombs/forma-usd-forecasts.BTC_USDT_datasetafrica-producer-prices-producer-price-usd-tonne
Producer Prices — Producer Price (USD/tonne) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-producer-prices-producer-price-usd-tonne.us_datasetkl3m-data-dotgov-www.aphis.usda.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.aphis.usda.gov.