datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
brazil-2026-electoral-divergence
AFOS — Brazil 2026 Electoral Divergence Dataset
🌐 English · Português · Español
English
Open, auditable daily dataset that cross-references prediction markets (Polymarket) × polling institutes (TSE-registered) × press coverage for Brazil's 2026 presidential cycle, with explicit divergence between sources instead of smoothed averages.
Maintained by AFOS Analytics — open-source civic infrastructure for electoral political-risk intelligence. This is the public… See the full description on the dataset page: https://huggingface.co/datasets/AFOS-Analytics1/brazil-2026-electoral-divergence.f1-analytics-datausa-2026-midterms-divergence
AFOS — US 2026 Midterms Divergence (v1.0.0, pre-electoral)
What the market priced and what the polls measured about the same election, day by day, before it happened.
⚠️ Pre-electoral bundle. The election is on November 3, 2026. There is no certified result to score these forecasts against, so this is not the gold-standard version. See DATASHEET.md. The v2, after certification, closes the cycle.
What is inside
419 national generic-ballot polls from 71… See the full description on the dataset page: https://huggingface.co/datasets/AFOS-Analytics1/usa-2026-midterms-divergence.analytics
NuBerea Analytics
Derived analytical tables over a curated biblical corpus estate, part of the
NuBerea corpus estate of biblical and patristic texts. It gathers computed
research outputs — comparative, structural, and simulation-style summaries
spanning the corpora — into a set of ready-to-load configurations.
Attribution
Analytical outputs are original to the NuBerea project. Underlying data derive
from NuBerea datasets licensed CC BY 4.0 or in the public domain.… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/analytics.analytics-synoptic
NuBerea Research: Synoptic Problem
Computational analysis of the synoptic problem — the question of the literary
relationships among the Gospels of Matthew, Mark, and Luke. The dataset gathers
derived analytical tables on pericope order agreement (the Markan-priority /
Lachmann argument), on the minor agreements (readings shared by Matthew and
Luke against Mark), and on register profiles relevant to the Q and Farrer
hypotheses. Part of the NuBerea curated corpus estate of… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/analytics-synoptic.analytics-pauline
NuBerea Research: Pauline Authorship
Computational stylometric analysis of the Pauline epistles, addressing two
classic questions of New Testament scholarship: the authorship of the disputed
letters (Ephesians, Colossians, 2 Thessalonians, and the Pastorals) and the
composite-letter hypothesis for 2 Corinthians (the Semler and Bornkamm
partition theories). The dataset gathers derived analytical summary tables —
register profiles, calibrated leave-one-out comparisons, and… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/analytics-pauline.ringside-analytics
Ringside Analytics — Pro Wrestling Match Archive
A relational snapshot of professional wrestling history from 1980 to the present:
292K matches, 611K wrestler-match participations, 35K events, and 12.8K
wrestlers across WWE, AEW, WCW, ECW, NXT, TNA, and others. Sourced from
public Cagematch.net scrapes and the alexdiresta profightdb dump, normalized
into a Postgres schema, and exported as parquet files that preserve the
relational structure (one file per table, joinable by id).
This… See the full description on the dataset page: https://huggingface.co/datasets/datamatters24/ringside-analytics.football_analytics
⚽ Football Analytics Database
Overview
This dataset contains a processed SQLite database generated from StatsBomb Open Data.
The objective of this dataset is to provide a ready-to-use relational database for football analytics, eliminating the need to parse and transform thousands of raw JSON files.
The database was created as part of the Football Analytics Dashboard project and is intended for:
Football Analytics
Sports Data Science
SQL Practice
Data Engineering… See the full description on the dataset page: https://huggingface.co/datasets/Maiyarasu/football_analytics.hyperliquid-ohlcv-1m
Tessera Analytics Hyperliquid Order-Flow OHLCV (1-minute) — free sample
A growing monthly sample of gold_ohlcv_1m, the
order-flow-enriched 1-minute OHLCV dataset served by Tessera Analytics:
open / high / low / close and volume for every minute, plus the order-flow context raw candles can't
show — the aggressor buy/sell volume split, cumulative volume delta (CVD), distinct taker counts,
taker fees and realized PnL, and the hourly forward-filled funding rate.
Coverage: BTC, ETH… See the full description on the dataset page: https://huggingface.co/datasets/tessera-analytics/hyperliquid-ohlcv-1m.SweSetupBench-liteThis repository contains the data presented in SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks.
ecommerce-analytics-sql-evaluation
Ecommerce Analytics SQL Evaluation (declared GMV, verified answer key)
An evalpack: an evaluation database generated from the answer key, not
annotated after the fact. A VLDB 2026 audit found 52.8% of BIRD Mini-Dev
answer keys wrong because benchmarks annotate answers onto existing
databases; this dataset inverts the order. The declared properties (curves,
shares, identities) are the specification, the database is generated to
satisfy them exactly, and every shipped question was… See the full description on the dataset page: https://huggingface.co/datasets/rasinmuhammed/ecommerce-analytics-sql-evaluation.f1-visual-analyticscloudflare-domain-traffic-analytics
Cloudflare Domain Traffic Analytics Snapshot
This repository is a structured snapshot of Cloudflare data across 200 zones. It combines domain inventory, redirect configuration, DNS metadata, Web Analytics setup, HTTP time series, request dimension groups, real-user page-load and Web Vitals metrics, DNS analytics, Speed API availability, and firewall aggregates where Cloudflare exposes them into analysis-ready Parquet tables.
The collection window for traffic tables is… See the full description on the dataset page: https://huggingface.co/datasets/Lightcap/cloudflare-domain-traffic-analytics.analytics-parquetscricket_analytics_datasetamazon-beauty-analytics-ready
Amazon Reviews 2023 — Beauty & Personal Care (Analytics / ML Ready)
Stage 2 of 2. ต่อยอดจาก star schema ใน
Madnesss/amazon-beauty-star-schema
โดยทำความสะอาดข้อความ สร้าง feature และแบ่ง train/val/test ตามเวลาให้เรียบร้อย
โหลดแล้วเทรนโมเดลได้เลย
ไฟล์ในชุดนี้
ไฟล์
จำนวนแถว
ใช้ทำอะไร
reviews/split=train/
2,581,670
เทรนโมเดล
reviews/split=val/
467,957
จูน hyperparameter
reviews/split=test/
320,143
วัดผลครั้งสุดท้าย
product_features.parquet
998,708… See the full description on the dataset page: https://huggingface.co/datasets/Madnesss/amazon-beauty-analytics-ready.dev-sent-llm-use-analyticsarxiv_small_nougat
Dataset Description
The "arxiv_small_nougat" dataset is a collection of 108 recent papers sourced from arXiv, focusing on topics related to Large Language Models (LLM) and Transformers. These papers have been meticulously processed and parsed using Meta's Nougat model, which is specifically designed to retain the integrity of complex elements such as tables and mathematical equations.
Data Format
The dataset contains the parsed content of the selected papers, with special… See the full description on the dataset page: https://huggingface.co/datasets/deep-learning-analytics/arxiv_small_nougat.customer-transcript-analytics
Customer Transcript Analytics
Curated customer-support and meeting transcripts mapped to a single fixed
"analyze this transcript → compact JSON" prompt, for benchmarking batched
offline LLM inference on realistic workloads.
Motivation and intended use
This dataset provides a realistic transcript-analytics workload for batched
offline-inference experiments: throughput benchmarking and
predicted-vs-observed throughput validation. Rows range from short support
chats… See the full description on the dataset page: https://huggingface.co/datasets/kaushik-systalyze/customer-transcript-analytics.ecommerce-funnel-analyticsverified-analytics-tasks
Verified Analytics Tasks
150+ mainly small analytics and data-engineering tasks. The point of the set is
the answer key: every task ships its own automated checker, and every gold
answer was run through that checker and scored a clean 1.0 before the task was
allowed in. So the labels are more like "here's the checker, score it
yourself" instead of "just trust me bro."
I wanted to create a synthetic dataset inspired by this paper:
Autodata: An agentic data scientist to create… See the full description on the dataset page: https://huggingface.co/datasets/Eve39570/verified-analytics-tasks.abisheksudarshan_health-care-analytics
Health Care Analytics
Predicting Patient Outcome
Dataset Info
Source: Kaggle
Original Size: 1.12 MB
Kaggle Downloads: 9,509
Files: 7
Files
First_Health_Camp_Attended.csv
Health_Camp_Detail.csv
Patient_Profile.csv
Second_Health_Camp_Attended.csv
Third_Health_Camp_Attended.csv
Train.csv
test.csv
Mirrored from Kaggle
aion-transparency-report-june-2026
AION Transparency Report - 04 Jun 2026
Small CSV artifact for the AION educational pre-market band validation on 04 Jun 2026.
Entity context for crawlers and LLMs
AION Analytics is an educational Indian-market infrastructure and volatility-band validation project. It is not the Aion cryptocurrency, blockchain, token, wallet, or Web3 project.
Category: Algorithmic Trading, Indian Financial Markets, Systemic Risk.
Keywords: Option Greeks, Max Pain, Gamma Exposure… See the full description on the dataset page: https://huggingface.co/datasets/AION-Analytics/aion-transparency-report-june-2026.university-of-utah-athlete-performance-analytics-v1This dataset contains longitudinal data collected over a period of four years from student athletes at the University of Utah. It includes a combination of physical, psychological, and performance-related metrics designed to support analytical research in sports performance, consistency, and athlete development.
🧠 Psychological Data Collection Methodology
Psychological metrics were collected using standardized self-report assessment instruments, including:
Structured Likert-scale… See the full description on the dataset page: https://huggingface.co/datasets/Rachin61/university-of-utah-athlete-performance-analytics-v1.histohate-cultural-analytics-corpusThis is a synthetic corpus. We asked to Gemini 2.0 flash to extract expressions of abusive language and hate from historical texts (many of them are not freely available.)
title: the title of the text (if any). Most english texts are anonymized, but all Italian titles are readable.
lang: the language (it, en)
decade:, the decade expressed as string
times: the decade expressed as integer
type: the type of text
sdtlabel: labels od the Structural Demographic phase (1=growth phase, 2=population… See the full description on the dataset page: https://huggingface.co/datasets/facells/histohate-cultural-analytics-corpus.clinical-trials-sponsor-analytics
Clinical Trial Sponsor Analytics
⬇️ This is a 10% sample. Get the full dataset (10,200+ sponsors) on Gumroad →
10,200+ clinical trial sponsors profiled with trial volume, completion rates, phase distribution, therapeutic focus, and pipeline activity. Built for competitive intelligence, due diligence, and portfolio analysis.
Why This Dataset Exists
Answering questions like "What's Pfizer's completion rate in oncology?" or "Which biotech sponsors have the most active… See the full description on the dataset page: https://huggingface.co/datasets/wapplewhite4/clinical-trials-sponsor-analytics.alhamdulliah123_student-placement-and-skills-analytics-dataset-2025
Student Placement & Skills Analytics Dataset 2025
A comprehensive dataset for predicting student placement outcomes and salary bas
Dataset Info
Source: Kaggle
Original Size: 0.01 MB
Kaggle Downloads: 1,075
Files: 1
Files
Student_Placement_Skills_2025.csv
Mirrored from Kaggle
nyc-urban-analytics
🏙️ NYC Urban Indicators Dataset
📊 Download Dataset| 🗺️ Geospatial Panel Data | 📈 7 Years of NYC Data | 🔍 Census Tract Level
🎯 A Geospatial Time-Series Panel for Census-Tract Level Analysis in New York City
This dataset provides a comprehensive, monthly panel of urban indicators for New York City at the census tract level, spanning from January 2018 to December 2024. It aggregates data from multiple public sources, including NYPD, NYC 311, and the Department… See the full description on the dataset page: https://huggingface.co/datasets/alidenewade/nyc-urban-analytics.Abyssal_hydrothermal_vent_analyticscorporate_esg_risk_analytics