Alternative data datasets
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Geographic coordinate enrichment for ZIP+4 codes to support mapping, proximity analysis, and location-based targeting.
Extensive ZIP Code reference file containing spatial and population characteristics.
Precise ZIP Code index linking each five-digit USPS postal code to its primary city and state designation.
Media intelligence solution that processes several million articles each day to track brand exposure and share of voice.
A collection featuring the primary independent claim of United States utility patents issued between 2005 and 2025 is provided. Because the opening claim usually establishes the widest legal boundaries of an invention, it carries particular significance, and each entry includes the patent identifier alongside its claim text.
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german-job-postings is a publicly hosted corpus of roughly 70,584 normalized German-language vacancies drawn from the Bundesagentur für Arbeit Jobbörse API, each row tagged with the KldB-2010 occupation code and machine-assigned ESCO occupation and skill labels. The dataset is distributed under CC-BY-4.0 and is intended as an open alternative to the predominantly English/US job-posting resources available to machine-learning practitioners.
Specialized measurements track corporate media presence, flagging atypical surges in coverage and quantifying alignment across sources.
Visitor presence and behaviour captured through venue WiFi and beacons, measuring foot counts and dwell inside malls and big-box retail spaces.
Clean and structured apartment prices data from Greater Cairo real estate market
EDGAR filings of companies
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Dataset on job postings and their details and distribution
Historical records extending back more than ten years.
FinSight gathers plain-text 10-K and 10-Q SEC filings for twenty major US public firms spanning six sectors, yielding 97 records intended for BERT fine-tuning, retrieval-augmented generation, and multi-agent financial research.
Astronomy Observations Dataset
A queryable DuckDB mirror of the AACT flat-file export of ClinicalTrials.gov, packaged via the clinicaltrials-database project and covering every registered trial across 48 tables totaling roughly 58 million rows.
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.
Explore Open Data from New York City
21.7M processed spatial-temporal AIS & weather records for advanced maritime AI
Analyzing India's Crop Production: A Comprehensive State and District-wise Data
Regional expenditure information for grocery and general retail categories across postal codes and administrative regions in France.
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.
Tools to monitor forced labor exposure and maintain regulatory compliance across supply chain operations.
Index of filings submitted to the Securities & Exchange Commission since 1993
A tool designed to perform sentiment classification on textual content.
Quarterly US venture activity benchmarks, published jointly with PitchBook: deal counts and value by stage, first financings, exits and fundraising by fund number.
World motor-vehicle production and registrations, compiled annually and semi-annually by country and manufacturer from national industry associations.
Hotel Performance and Revenue Insights 2024 🏨💼💵
A unified open interface consolidating present-moment and archived pollutant readings from PM2.5, PM10, nitrogen dioxide and ozone sensors operated by public monitoring networks across the globe.
FDA-regulated products and events exposed as structured JSON: adverse drug-event reports, device recalls and registrations, labels, the NDC directory and food enforcement, used for pharmacovigilance and regulatory-risk screens.
Live ADS-B transponder broadcasts picked up by a community-operated sensor network covering aircraft worldwide, open to free historical access for research, a practical proxy for flight activity, tourism and corporate-jet movements.
A global, contributor-built map of roads, buildings and points of interest with fine-grained tagging, released as free planet extracts and regional Geofabrik files, and used widely as the base layer for location analysis.
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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A CC-BY-4.0 licensed compilation from Ozari Health cataloging 22 major published GLP-1 clinical trials as of May 2026, consolidating peer-reviewed trial-level data into a single structured index.
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.
An extensive Japanese card payment panel spanning seven years, covering roughly 1,200 retailers and approximately 440 listed issuers.
International airlines data for operated seats and flights
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.
Stocks Weekly Earnings Surprise Weekly earnings surprise probabilities and outcomes for publicly traded companies. 2,204,032 rows over 6,067 symbols, 8 columns, covering 2016-12-30 to 2026-07-03. Refreshed monthly. Why It Matters This dataset supplies high-frequency earnings-surprise context for equity strategies by: Pre-event positioning: Surprise probabilities guide sizing and hedging ahead of e
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
Intelligence on digital advertising expenditure, including creative delivery and approximate channel-level budget allocations.
🧬 Dataset Summary Patent-linked nucleotide sequence records focused RNAi therapeutics patent portfolio. Each record pairs a raw nucleotide sequence with its source patent number, publication date, and global patent family coverage. 🚀 Key Features Patent Linkage: Each sequence is tied to a patent number (pn) and publication date (pbdt), enabling sequence-to-IP traceability. Global Family Coverage:
An extensive directory listing more than 100,000 retail fuel stations together with details on site amenities.
Flipkart Earphone Catalog: All Brands, All Types
Papers published in arXiv/quant-ph between 2012-2016 with number of Scites
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.
Explaining the ease of doing business rankings
Residential Rental Listings in Major Indian Cities Why this fits
Complete textual SEC 10-K annual filings from 2021, suited for studying corporate disclosures and natural language processing tasks.
Extracted 10k fillings from SEC Edgar for the fiscal year 2021
A location-based demographic scoring index that ranks household appeal and behavior at the Dissemination Area level.
A geospatial demographic index that benchmarks consumer attractiveness and outcomes at the Block Group geography.
Extensive archive documenting severe weather incidents such as tropical cyclones, hailstorms, tornadoes, and damaging wind events.
Updated Walmart USA Product Dataset 2019
Curated data and analytics products covering financial services, payments ecosystems and technology sectors.
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Daily Bitcoin data with Macro, Sentiment, and Hashrate metrics (2021-2025).