Alternative data datasets
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One marketplace where dozens of vetted location datasets can be evaluated under standard schemas with no-minimum commitments: a fast route to comparing mobility feeds.
A distribution platform, previously known as Quandl, delivers both alternative and traditional financial datasets.
google-patents-data-preview is a community-uploaded preview of Google Patents bibliographic records, distributed in Parquet format through the Hugging Face Hub. The single training split contains roughly 340,000 rows covering patent identifiers, classifications, and localized text fields.
A point-in-time snapshot of single-family-home price records for November 2024 in CSV, tens of thousands of entries. Useful for housing-market analysis and cross-checks against other property-price series.
Targeted research and datasets focused on niche sectors, private firms and specialised investment topics.
Global Job Postings – Multi-ATS is a single dated snapshot of 112,816 job listings aggregated from 23 applicant tracking systems and parsed into a 47-column schema by NextGig-Rocks. It is distributed as Parquet via the Hugging Face datasets library and targets labor-market research, not production job boards.
Over 1.3 million granted US patents from the BIGPATENT benchmark, each pairing its claims with an abstractive summary and full description text in English (CC BY 4.0, Parquet). Use it to track the technology areas where applicants are filing and to study how claim language has evolved over time.
A freely accessible weather service that merges outputs from national meteorological agencies with reanalysis datasets, supplying hourly forecasts, historical readings, air-quality measurements and future climate projections on a global scale without requiring authentication keys.
TUDelft-Electricity-Consumption-1.0 is a high-resolution, open-source time series dataset of household electricity load published on Hugging Face by OpenSynth. It draws on multi-country trials covering thousands of households under different tariff regimes and is distributed in Parquet format.
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Geographic datasets accessible to UK public sector organizations participating in the Public Sector Geospatial Agreement.
The restaurant_reviews dataset is a small text corpus of roughly one thousand customer review snippets paired with binary sentiment labels, published on the Hugging Face Hub under the user account pachequinho. It is distributed in CSV format with an Apache-2.0 license declaration.
Clinical-trials records combining structured metadata and narrative text, hundreds of thousands of studies in Parquet. An early read on pharmaceutical pipeline activity and trial design trends.
Clinical-trial protocol documents from Parexel, tens of thousands of studies. Protocol text, covering inclusion criteria, endpoints and timelines, is a leading indicator for enrollment pace and pipeline risk.
ClinicalTrialSummary is a Hugging Face dataset published under the pat-jj account that pairs long-form clinical trial article text with shorter plain-language summaries. It is distributed in Parquet format with predefined train, validation, and test splits totaling 77,516 rows.
Dataset Card for "ClinicalTrialSummary_Simple" More Information needed
Dataset card entry for "AIPD_nlp_granted_claims" with additional details required.
Payments-focused datasets and analysis tracking transaction volumes, processing networks and overall market composition.
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A developer interface supplying individual and organizational profiles, including work history, for talent sourcing and company data enrichment.
A daily record of trading activity across multiple major global stock market indices, structured for trend analysis and forecasting work in international equity markets.
Patent_FR_US_Merge_Radix_65536 is a Hugging Face dataset by publisher PhysiQuanty that merges French and US patent documents into a single text corpus. It is distributed in Parquet format and is tagged with an Apache-2.0 license, though the README provides no further description.
Compliance-ready foot traffic and visit datasets for U.S. retail chains, venues, and points of interest beginning in 2017.
The ja_patent mirror of llm-jp-corpus-v4, assembled by the LLM-jp Corpus Building Working Group at NII, reproduces the Japanese patent sub-corpus from the larger LLM-jp Corpus v4 release. It is delivered as 621 jsonl.gz files totaling 58.2 GB in compressed form, with each line holding a JSON object that includes a text field and a meta field containing the document identifier, URL, and other provenance information.
Geospatial datasets for hurricane, storm surge, and flood hazards affecting coastal regions.
patent-ate termhood on HUPD This dataset is a ranked phrase table: each row is a multiword (or surface) key, a nested-frequency C-value, and how many filings contain that key (df). patent-ate corpus then score built it from the Harvard USPTO Patent Dataset (HUPD). It is not HUPD itself. Start with the slice (3,393 rows, tens of kilobytes). The full table is 88,607,764 keys from 4,518,254 filings a
Provider-submitted clinical performance measures consolidated into outcomes-focused datasets.
A real-time stream of submissions and engagement metrics from the WallStreetBets forum curated by Quiver Quantitative and distributed through BattleFin, used to gauge retail investor mood toward stocks.
Dataset Card for "zephyr_pi0_gen_57k_for_offline_dpo_ipo" More Information needed
Hybrid offering pairing structured expert conversations with proprietary market data for business intelligence.
clinicaltrials.gov-summary_and_eligibility is a small Parquet mirror of selected ClinicalTrials.gov records, distributed on the Hugging Face Hub under the rjac publisher. It packages study identifiers, recruitment status, titles, brief summaries, and eligibility criteria into a single tidy table of roughly three thousand rows.
The datasets contain real estate data by Properati Data
An English-language NLP corpus of cleaned earnings call transcripts gathered from public investor-relations pages, sized between 10,000 and 100,000 documents for financial analysis and LLM work.
NACE-harmonized financial statement datasets delivered in an analytics-ready state with licensing terms covering AI and machine learning model training.
S&P Global Energy scenario datasets consolidated for streamlined analytics and faster interpretation.
Get a data sample: Access premium address data for 75M+ global locations, store names, brands, addresses, lat/lng, open hours, NAICS codes, open/close dates, and Placekey universal IDs. Trusted by the world's leading teams for enriching datasets and powering location intelligence at scale.
Non-traditional datasets from China reflect online retail activity, transportation trends, and real estate signals.
Citation This dataset builds on edgar-corpus.
sec-filings is a Hugging Face dataset published by Sicheng-Chroma that distributes pre-chunked U.S. SEC filings paired with dense vector embeddings. It is distributed in optimized Parquet format and is intended for retrieval and similarity research over regulatory disclosures.
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Earnings Call Transcript Lite is a small public-records dataset of corporate earnings call transcripts paired with short reference summaries. It is distributed as a CSV and is published on the Hugging Face Hub under an unstated license.
tech-job-postings-labeled is a small public dataset of labeled technology job postings published on Hugging Face by SuhaibAtef. It comprises roughly 8,000 records tagged with source labels and is distributed in JSON.
Vector embeddings of Apple patent text totalling about 4 million entries, stored as parquet shards with a 768-dimensional float64 feature per record.
jobpostingsamples is a small sample dataset of US job postings published by talanAI. It is distributed in CSV format and is tagged for use with the Hugging Face datasets, pandas, polars, and mlcroissant libraries.
Car inventory tracked across major online dealerships by unique VIN, providing an automotive-supply and pricing signal.
Thinknum's real-estate investment trust metrics and listings, distributed by BattleFin.
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A collection of Parquet files providing one record per Chinese invention patent family granted between 2003 and 2019, capturing a cumulative quality assessment pipeline that includes metrics such as semantic knowledge recombination, strict historical semantic novelty, and IPC-based robustness measures across global patent publications.
An application that produces weather forecast datasets for Japan.
Curated datasets produced by UBS Evidence Lab through its in-house research across numerous alternative-data subject areas.
Mobility scores describing movement around venues and neighbourhoods, used in real-estate and retail analysis and including migration flows and travel-distance statistics.
Disambiguated US patent data, inventors, assignees, locations, claims and citation networks, from PatentsView and Patent Examination Research, reaching back to 1976 and including pre-grant publications, all queryable for free.
Dataset details:- This dataset is the 2nd iteration following bugs in 1st dataset. The initial data suffered with followoing cases:- (i) The failed reference_answers generation(due error totalling 23) primarly because of 2 reasons/exceptions:- (a) There was normal limit(300 in 1st request) and worst case limit(450 in 3rd request) number of tokens for consolidated 4 refernce_answers per chunk and i
Dataset details:- This dataset is basically mapping of final anchor-positive pair data with their refernce answer. The given input data considered because:- (i) it had the had purest anchor-positive pairs with semantically bound anchors with context/positive. (ii) gave us the best result on final embedding fine tuning model. The anchor-context(positive)-reference_answer data has been generated via
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10-K annual filings from EDGAR in Parquet, tens of thousands of documents. The standard annual-disclosure corpus for fundamentals, risk-factor and management-discussion analysis.
The linkedin-job-postings dataset, published by xanderios on Hugging Face, contains a single CSV table of U.S. LinkedIn job listings with about 33,000 rows. It is tagged with a MIT license on the platform, though the underlying LinkedIn terms of service place restrictions on redistribution and use.