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SAVRN Model Hub · Datasets by Task

Tabular Classification Datasets

13 open-weight tabular classification datasets in the SAVRN Model Hub, with Joey, Julien Simon and Tracing Insights publishing the most.

13Datasets
10Publishers
5Licenses

SAVRN's Take

Six datasets sit under tabular classification, in three groups by publisher. Ruslan Magana Vsevolodovna's sports-trends-dataset carries the traffic, 4,927 downloads against 173 for the next entry, and is the only one with volume: 10K to 100K records, 14,198,955 bytes, refreshed daily and partitioned by sport, date and layer. Julien Simon's two launch manifests, rocket-lab-launches and ula-launches, pull from the same Space Devs Launch Library 2 API, Electron on one side and Atlas V, Delta II, Delta IV, Delta IV Heavy and Vulcan Centaur on the other. Joey's three extracts, California licensed contractors, Austin software engineer jobs and Phoenix HVAC contractor leads, are Apify actor exports built for lead generation, labor market intelligence and compliance verification.

Nothing here forces a hardware decision. Every file except the sports set is under 100 KB, from 17,033 bytes for the California contractors to 80,388 for ULA, so the whole category fits in memory anywhere and its job is proving a pipeline, not training one. The licenses are the real check. Four of the six are MIT, the sports data and Joey's three. The two launch manifests are marked other, so read the repo's terms before building on them. Evaluate on the sports set, treat the manifests as reference tables at under 1K rows, and use the Joey trio to test ingestion.

Most Downloaded

DatasetPublisherLicenseMonthly downloads
air-traffic Swadhin Biswas mit 11.8k
sports-trends-dataset Ruslan Magana Vsevolodovna mit 4.5k
RaceData Tracing Insights Not stated 505
rocket-lab-launches Julien Simon other 173
ula-launches Julien Simon other 63
california-licensed-contractors Joey mit 57
austin-software-engineer-jobs Joey mit 55
phoenix-hvac-contractor-leads Joey mit 48
3w-causal-real-group-audit Sankalp Thakur cc-by-4.0 38
clinical_trials_history Anamnesis Data cc-by-nc-4.0 3

Licenses

LicenseDatasetsCommercial use
mit5Yes
other3Read the license
cc-by-4.03Yes
not stated1Not stated
cc-by-nc-4.01Not without separate permission

Who Publishes Them

PublisherDatasets
Joey3
Julien Simon2
Tracing Insights1
Swadhin Biswas1
STRIPED DONKEY Organization1
Sankalp Thakur1

All 13 Datasets

Dataset · Tabular classification

air-traffic

Swadhin Biswas

Live and scheduled European air traffic as versioned Parquet: raw Bronze intake windows from the collector, plus curated Silver snapshots refreshed by a scheduled pipeline. - Bronze windows land continuously (positions every ~5 min, weather every 5 min, departures twice an hour, arrivals backfilled nightly). - Each of the Silver snapshots below is replaced every 15 minutes by the lake pipeline. - The Eurostat airport-traffic benchmark and dbt Gold marts are not stored here; see eu-air-traffic for the warehouse. - silver/positions/data.parquet — Live aircraft position snapshots (deduped by airframe). Key columns: icao24, callsign, latitude, longitude, altitude, velocity.…

Publicly accessible mit

Dataset · Tabular classification

sports-trends-dataset

Ruslan Magana Vsevolodovna

The data backbone of Ruslan Magana Sports Intelligence — refreshed automatically every day. Large data never lives in GitHub — it lives here, partitioned by sport / date / layer. - Raw is append-only and immutable — full provenance back to the source API. - Bronze/Silver normalize to one canonical schema with stable IDs and de-duplication. - Gold is analytics/ML-ready: a feature store plus train/validation/test splits. - ML data is partitioned Parquet (by sport/date/layer) — never one giant CSV. Every feature is computed leakage-safely — for a given fixture, only matches with date < fixture.matchdate are used: The prediction label is the realized match outcome (home/draw/away or 2-way per…

Publicly accessible mit 10K<n<100K

Dataset · Tabular classification

RaceData

Tracing Insights

Multi-table Formula 1 dataset. Each table is exposed as a separate configuration so that every table keeps its own column schema.

Publicly accessible 100K<n<1M

Dataset · Tabular classification

rocket-lab-launches

Julien Simon

Part of a dataset collection on Hugging Face. Complete Rocket Lab launch manifest — past and upcoming missions flown or planned by Peter Beck's small-launch company, sourced from The Space Devs Launch Library 2 API. Covers Electron (small-lift two-stage rocket using Rutherford 3D-printed engines, operational since 2017 from Mahia Peninsula in New Zealand and from LC-2 at Wallops Island, Virginia) and the forthcoming Neutron medium-lift partially reusable rocket. Each row captures mission identifier, vehicle, launch time, status, pad location, target orbit, and a free-text mission description. Includes the full Electron history from the May 2017 'It's a Test' debut through the current…

Publicly accessible other n<1K

Dataset · Tabular classification

ula-launches

Julien Simon

Part of a dataset collection on Hugging Face. Complete United Launch Alliance (ULA) launch manifest — past and upcoming flights of Atlas V, Delta II, Delta IV, Delta IV Heavy, and Vulcan Centaur — sourced from The Space Devs Launch Library 2 API. ULA is the Boeing-Lockheed Martin joint venture formed in 2006 to consolidate US national security space launches under a single EELV (Evolved Expendable Launch Vehicle) provider. For nearly a decade ULA enjoyed a monopoly on high-value national security payloads before SpaceX's Falcon 9 broke into the market. ULA retired its Delta family in favor of Vulcan Centaur, which flew its first flight in 2024 and is now ramping to take over both national…

Publicly accessible other n<1K

Dataset · Tabular classification

california-licensed-contractors

Joey

This dataset contains clean, structured public data exported directly from production runs of Apify actors. It serves as a benchmark and sample for lead generation, labor market intelligence, and compliance verification. Public registry extract of verified California licensed specialty and general building contractors from the California Contractors State License Board (CSLB). Includes business names, license numbers, current license status, issue dates, expiration dates, and classifications. Generated via Apify Actor captainhandsome/ca-contractor-license-search. - contractorname: (e.g. smith jay r) - nametype: (e.g. previous) - licensenumber: (e.g. 1018539) - city: (e.g. berkeley)…

Publicly accessible mit n<1K

Dataset · Tabular classification

austin-software-engineer-jobs

Joey

This dataset contains clean, structured public data exported directly from production runs of Apify actors. It serves as a benchmark and sample for lead generation, labor market intelligence, and compliance verification. Clean structured extract of active software engineering, full stack, and AI developer job listings in the Austin, Texas metro area. Includes canonical job URLs, company names, employer ratings, location tags, salary estimates, raw posting age (e.g. 24h, 3d), and normalized estimated posting dates. Generated via Apify Actor captainhandsome/glassdoor-jobs-scraper. - jobtitle: (e.g. Entry-level Software Developer) - joburl: (e.g.…

Publicly accessible mit n<1K

Dataset · Tabular classification

phoenix-hvac-contractor-leads

Joey

This dataset contains clean, structured public data exported directly from production runs of Apify actors. It serves as a benchmark and sample for lead generation, labor market intelligence, and compliance verification. Real verified extract of HVAC repair, installation, and commercial contractor businesses across Phoenix, Arizona including business names, phone numbers, full addresses, ratings, review counts, Google Maps URLs, and website domains. Generated via Apify Actor captainhandsome/google-maps-business-search. - name: (e.g. Ken Muncy Air Conditioning) - placeurl: (e.g. https://www.google.com/maps/place/Ken+Muncy+Air+Conditioning) - placeid: (e.g.…

Publicly accessible mit n<1K

Dataset · Tabular classification

3w-causal-real-group-audit

Sankalp Thakur

Decision-level and episode-level results from a well-event detection study on real Petrobras 3W 2.0 recordings, tested on well groups the detectors never saw in training. Use these tables to see how detectors transfer across wells. This is not a new sensor dataset; raw sensor values stay with the upstream source. - Scores, labels and provenance columns are for auditing. Never feed them to a predictor as inputs. - eventtimestampns is the dataset's nominal clock, not arrival or decision time. - Filename groups are anonymized public IDs, not authenticated well identities. The validation-selected detector covered 24 of 55 confirmation episodes and caught 3 of 12 observable onsets within 300…

Publicly accessible cc-by-4.0

Dataset · Tabular classification

clinical_trials_history

Anamnesis Data

The Clinical Trials Version History dataset by Anamnesis Data: structured medical and scientific data for biotech, pharma and healthcare research. Public trial registries show only a trial's latest state. This dataset keeps every version, so you can see what a trial said on any past date, or when a sponsor moved a completion date. 604,582 trials (4,444,543 versions), one folder of Parquet files per table (79 tables, 526,178,527 rows). Access is gated; request it above. A free complete trials has the same tables and columns. in the sample holds ready-to-run DuckDB queries, from a trial's current record to serious adverse event rates. They run unchanged against this dataset's which creates…

Access requested at publisher cc-by-nc-4.0 100M<n<1B

The short version. We ran the same 6,803 reasoning problems through four different LLM collaboration setups — from a single direct answer up to a four-agent deliberation — and recorded, for every problem, which ones got it right. Then we asked whether a model can look at a problem beforehand and predict which setup is worth paying for. It can predict whether it will fail. It cannot predict which collaboration protocol will fix the failure. That gap is what this dataset is for. This is the data release for the EMNLP 2026 paper LLMs Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off. Every released problem was run under all four, with the same solver…

Publicly accessible cc-by-4.0 10K<n<100K

Synthetic population data for predicting healthcare demand across time. A genuine balanced longitudinal panel: the same 10,000 synthetic Nairobi residents, tracked at 3 annual observation dates (2023-09-01 / 2024-09-01 / 2025-09-01 = Train / Validation / Test) — 30,000 person-period rows, 38 columns. Each row carries up to 24 months of prior health, insurance, household and employment history as of that date, plus what happened to that same person over the following 12 months. This links the same synthetic person across health, insurance, household, education and employment domains, over time — not a single disease table. Marketplace question: Who is most likely to use healthcare — or…

Publicly accessible cc-by-4.0 10K<n<100K

Dataset · Tabular classification

oman-government-statistics

Jaifar Alshizawi

A structured, bilingual (EN/AR) catalog of official statistical publications from Oman's National Centre for Statistics and Information (NCSI), harvested from - 1,844 publications across 15 subject areas, each with bilingual titles, direct EN/AR PDF links (and XLS where available), category, and publication dates. - Every file link was verified (HTTP status + size) at harvest time: 3,703/3,706 files confirmed reachable (~25.0 GB of official reports). - other - v0.2+: data.gov.om indicators, respecting its robots.txt (its SDMX API is disallowed). Published by NCSI, Sultanate of Oman. Redistribution follows the NCSI open-data terms of use (see license link). The catalog itself (metadata…

Publicly accessible other n<1K

Other Tasks

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