Alternative data datasets
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Poland job postings — daily counts and advertised pay by voivodeship and category Publisher: listingworks · Licence: CC BY 4.0 · Source: public job listings on Praca.pl, read once a day from the public list pages only · Personal data: none — the files contain counts and medians only. Period: 2026-10-02 to 2026-11-12 (40 days). Updated automatically once a day (in the 13:00 hour, Japan time, after
This is the frozen October sample (2–13 Oct 2026). The continuing daily series is at listingworks/poland-job-postings-daily. Poland job postings — daily counts and advertised pay by voivodeship and category (October 2026) Publisher: listingworks (Yusuke Suda, sole proprietor, Yokohama, Japan) · Licence: CC BY 4.0 · Source: public job listings on Praca.pl, read once a day from the public list pages
An API-based ClinicalTrials.gov scraper that retrieves over 585,000 study records including phase, sponsor, conditions, interventions, enrollment, eligibility, and sites, filterable by condition, sponsor, and status.
Metadata for hundreds of thousands of clinical trials in English, French and Spanish, structured in Parquet with study-level fields such as phase, condition, sponsor and status (Apache 2.0). Trial starts and phase transitions lead clinical development, so this works as an early indicator of biotech pipeline activity.
Google Data Analytics Capstone
A Comprehensive Dataset on Real Estate Asking Prices and Property Features
Unlocking Real Estate Insights: Analyzing, Visualizing, and Predict with ML
A corpus of around 1.3 million U.S. patent filings paired with human-authored abstractive summaries, organized into nine Cooperative Patent Classification categories ranging from human necessities to textiles and paper.
The clinical_trials dataset distributes ClinicalTrials.gov registry records in Parquet format for offline analysis. It contains a single training split of roughly 150,000 rows sourced from the public clinical-trial registry.
SEC Filing Search Queries Realistic search queries over SEC 10-K, 10-Q and 8-K filings, each with the one filing (and passage) that answers it. Built to measure filing search the way it is used: terse keyword searches, analyst questions with fiscal or relative periods, and follow-ups that leave the company implicit. Each query is a rewrite of a question from nvidia/Nemotron-SFT-Finance-Document-Gr
PatentDesc Dataset Based on data from vl2g licensed under MIT License. Copyright (c) 2024 vl2g.
patent-desc-test is a small text dataset on Hugging Face Datasets that contains short identifier-style strings derived from patent document numbers. The dataset is published by user matthias-ehrlich and is broadly tagged as public records–adjacent text data.
A unified compilation of worldwide crude oil prices along with import, export, and net import series, blending daily and monthly observations from multiple public sources into one analytical file.
A compact sample set of SEC filings used for the MemGPT agent demos, tens of thousands of text records. A small, clean entry point to filings text rather than a comprehensive corpus.
2.8K+ venture funding rounds across 35 countries & 20 sectors with investor data
Standardized financial datasets that clean and structure company financial statements from filings for downstream analytics.
Number and valuation of new housing units authorized by building permits
Patent All Claims EP granted claim sets (indepdendent and dependent claims). One claim per line. Claims from 20210915-20250806 Splits Train: 96% Validation: 2% Test: 2% Usage from datasets import load_dataset ds = load_dataset("mhurhangee/ep-patent-all-claims")
Financials data for 3000+ companies parsed directly from the SEC since 2006
AlphaAI's near-real-time parse of SEC EDGAR Form 4 filings, providing 20,832 individual insider transaction tranches and 8,538 grouped economic events for US public-company officers, directors, and 10% owners.
Parsed SEC EDGAR Form 4 insider trades, as tranches and scored events
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Real estate listings in Madrid crawled from popular internet portals
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Clean and structured apartment prices data from Greater Cairo real estate market
EDGAR filings of companies
An analysis-ready compilation of roughly 3,000 ClinicalTrials.gov studies registered between 2000 and 2025 that involve AI, machine learning, or digital-health tools, enriched with 30 LLM-derived variables covering use case, therapeutic area, sponsor composition, trial phase, deployment score, evidence strength, and responsible-AI keyword indicators.
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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.
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.
Complete filing metadata & URLs for institutional holdings, insider trades, etc
Complete filing metadata and URLs for 8 core SEC forms across Q1-Q4 2024
Complete filing metadata and URLs for all 8-K material event disclosures in Q4
Complete filing metadata and URLs for 82,000+ annual report filings (July-Dec)
High-Conviction Insider Trading & Institutional Holding Signals
Targeted research and datasets focused on niche sectors, private firms and specialised investment topics.
5,000-row sample: Canadian building permits, licences, planning & inspections
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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.
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Index of filings submitted to the Securities & Exchange Commission since 1993
Catalog of SEC filings dating back to 1993, providing a navigational guide to the EDGAR archive.
SEC Insider Trading Filings - Forms 3, 4 & 5 Every SEC insider-trading filing submitted between 1 April and 30 June 2026, parsed from EDGAR's raw XML into three flat, joinable tables. 56,102 filings · 78,328 transactions Why this exists Insider filings are the most direct disclosure there is of what the people running a company are doing with their own money, and every one of them is free to downl
A broad registry of business identifiers and name variants maintained for organizations operating in over 140 countries.
Comprehensive officer records spanning more than 140 jurisdictions to support corporate governance research and due diligence checks.
Corporate linkage and beneficial ownership intelligence spanning more than 140 regulatory jurisdictions worldwide.
Roster of present-day and past candidates running for U.S. federal and state-level political offices.
Geolocated garage building permit records from municipal open data, 2025
137k insider buys and sells from 26 regulators in one schema, Q3 2026
Stocks Daily Edgar Filings The SEC EDGAR master index since 1993, kept to the filings a ticker can be attached to: one row per filing with its form type, filing date, filer and document URL. Shape measured at the next refresh of dataset_cards/facts.json. Refreshed monthly. Why It Matters The filing date is an event the catalogue could not see. Earnings dates are complete in Stocks-Quarterly-Earnin
Stocks Daily IPOs The US IPO calendar since 2008: offer price range, final issue price, shares and size offered, and the listing date, for every offering that reached the market. Shape measured at the next refresh of dataset_cards/facts.json. Refreshed monthly. Why It Matters First-day returns, the long-run underperformance of new issues, the hot-market cycle and the lock-up expiry all start from
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.
Dataset card entry for "AIPD_nlp_granted_claims" with additional details required.
patent-drafting-bench 中文 | English patent-drafting-bench 是一个评估大模型及智能体专利撰写能力的数据集，包含 60 个测试任务。模型需要依据技术交底书，按指定法域和语言撰写权利要求书、说明书及必要附图，最终交付一份 Word（.docx）文档。 评测关注模型能否将交底中的技术方案转化为完整、合理且有依据的专利申请文本，包括权利要求的完整性、清楚性、保护范围和从属布局，说明书的支持与公开，以及是否编造技术内容。每个任务包含通用评分标准与案例特异评分标准，可用于逐项人工审阅或 LLM judge 评分。 目录结构 patent-drafting-bench/ ├── README.md ├── README.en.md ├── data/ │ └── test.jsonl └── asset/ ├── PD-0005_input.docx
专利无效检索评测数据集 面向专利无效证据检索系统的公开 Benchmark，以权利要求文本为检索输入， 以真实无效案件中使用的证据文献为标准答案。 简体中文 · English 下载公开数据集 数据集简介 本数据集用于评估 AI Agent、检索模型和传统专利检索系统发现无效证据文献的能力。 每条样本包含待分析的权利要求、案件最终结果、证据文献，以及证据角色和法律依据等 结构化标注。 公开版本包含 80 条 Benchmark 样本，CN 与 US 各 40 条，覆盖 IPC 的 A–H 八个部。它既可以衡量系统能否找到至少一篇有效证据，也可以衡量系统对核心文献和 全部证据文献的覆盖程度。 这份数据可以用来评估什么 能力 说明 无效证据检索 给定权利要求文本，系统能否从专利文献中找到真实案件使用的无效证据 核心与完整召回 分别评估主要证据 primary_reference 和全部证据文献
PatSnap Patent OAR Bench A benchmark dataset for patent Office Action Response (OAR) tasks. The test split contains 40 cases: 13 CN, 13 EP, and 14 US. It includes 40 Office Action PDF documents totaling 229 pages, structured case materials, and 19 shared Judge-scored criteria per case (760 entries). Dataset: data/test.parquet, 40 cases in Parquet format. Office Action PDFs: assets/, named OAR-<id>
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This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "so100", "total_episodes": 50, "total_frames": 29874, "total_tasks": 1, "total_videos": 100, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:50" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path":… See the f