--- license: cc-by-nc-4.0 license_link: https://creativecommons.org/licenses/by-nc/4.0/ pretty_name: SEC Form D Private Placements & Fundraising Events tags: - sec - form-d - private-placements - fundraising - venture-capital - regulation-d configs: - config_name: S data_files: - split: train path: data/S/formd_events-*.parquet - config_name: M-formd_events data_files: - split: train path: data/M/formd_events-*.parquet - config_name: M-formd_issuers data_files: - split: train path: data/M/formd_issuers-*.parquet - config_name: L-formd_events data_files: - split: train path: data/L/formd_events-*.parquet - config_name: L-formd_issuers data_files: - split: train path: data/L/formd_issuers-*.parquet - config_name: L-formd_related_persons data_files: - split: train path: data/L/formd_related_persons-*.parquet language: - en task_categories: - tabular-classification size_categories: - 1M (per-package URL: `https://dl.zalize.com/open-data/`). ## Native parquet files (this repo) Every table ships as snappy parquet under `data//` and renders in the Dataset Viewer above (one config per tier / table). ## Original zip bundles (archive download) The original production packages (csv + parquet + data dictionary + datasheet + license inside) are served from the DataForge open-data CDN (free, same license): - [`formd-tier1-S-2026-08-05.zip`](https://dl.zalize.com/open-data/formd-tier1-S-2026-08-05) (0.6 MB, tier S) - [`formd-tier1-M-2026-08-05.zip`](https://dl.zalize.com/open-data/formd-tier1-M-2026-08-05) (115.7 MB, tier M) - [`formd-tier1-L-2026-08-05.zip`](https://dl.zalize.com/open-data/formd-tier1-L-2026-08-05) (240.8 MB, tier L) ## What you get - S — Recent slice: 4.2K latest Form D fundraising events - M — Research pack: 1.1M rows of events and issuer data - L — Full history: 4.1M rows incl. issuers and related persons (2008–present) - Amounts offered/sold, exemption types, industry group, issuer identifiers (CIK) - Data dictionary, datasheet and QA report included with every package ## Use cases - Private-market and venture fundraising research - Deal sourcing and investor prospecting - Regulation D exemption and market-structure analysis - Joining private placements to public-company data via CIK ## Source & methodology SEC Form D quarterly structured data + EDGAR increments Coverage, update cadence and the full field-level data dictionary are on the dataset page: https://data.zalize.com/datasets/sec-form-d-private-placements-dataset (DATA-DICTIONARY.md and DATASHEET.md are inside each package zip). ## License **Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: public domain, official SEC Form D structured data** - Academic / personal use: [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) on the DataForge curated layer — attribution and a backlink to are required. - Commercial use: requires a [DataForge commercial license](https://data.zalize.com/datasets) — contact us via the portal. - Upstream license terms continue to apply to the underlying data. ## Citation ```text DataForge (data.zalize.com), built from official SEC Form D data — https://data.zalize.com/datasets/sec-form-d-private-placements-dataset ``` DOI (Zenodo mirror): 10.5281/zenodo.21812580 · GitHub Release mirror: https://github.com/wookat/dataforge-pipelines/releases/tag/open-data-sec-form-d ## Usage ```python from datasets import load_dataset ds = load_dataset("zalizedata/sec-form-d-private-placements-dataset", "S", split="train") print(ds[0]) ``` Available configs: `S`, `M-formd_events`, `M-formd_issuers`, `L-formd_events`, `L-formd_issuers`, `L-formd_related_persons`. ## Related datasets More DataForge open datasets in **Companies & Finance**: - [US Public Company Financials, Insider Trades & 13F Holdings (SEC EDGAR)](https://huggingface.co/datasets/zalizedata/us-public-company-financials-dataset) - [Global LEI Company Registry (GLEIF)](https://huggingface.co/datasets/zalizedata/global-lei-company-registry-dataset) - [US Patents, Citations & Assignee Graph (USPTO / PatentsView)](https://huggingface.co/datasets/zalizedata/us-patents-citation-company-dataset) - [Business POI & Locations (Government Open Registries)](https://huggingface.co/datasets/zalizedata/business-poi-locations-dataset) Full catalog (25 datasets): · all HF repos: