|
Download README.md from tensorust/data-breach-notices-sample: direct link, hf CLI and curl.
- Browser
- Download file 6.33 kB
-
https://huggingface.co/datasets/tensorust/data-breach-notices-sample/resolve/main/README.md
- Command line
-
hf download hf://datasets/tensorust/data-breach-notices-sample/README.md
-
curl -L -o README.md https://huggingface.co/datasets/tensorust/data-breach-notices-sample/resolve/main/README.md
6.33 kB
| license: other | |
| license_name: tensorust-sample-license | |
| license_link: https://tensorust.com/datasets/data-breach-notices/ | |
| pretty_name: "Corporate Data Breach Notices (free sample)" | |
| language: | |
| - en | |
| tags: | |
| - tensorust | |
| - sample | |
| - compliance-and-sanctions | |
| - government-data | |
| - finance | |
| size_categories: | |
| - n<1K | |
| configs: | |
| - config_name: sample | |
| data_files: | |
| - split: train | |
| path: sample.csv | |
| - config_name: summary | |
| data_files: | |
| - split: train | |
| path: summary_by_industry.csv | |
| # Corporate Data Breach Notices: free sample (Tensorust LLC) | |
| Every breach notice filed with the California and Washington Attorneys General, by company, with repeat notifiers flagged. | |
| **Headline:** State law makes companies tell the Attorney General when residents' data is breached, yet no regulator publishes one cross-state view by company. | |
| This repository is a **free teaser**, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has **7,045 rows** and is sold by Tensorust LLC: **[https://tensorust.com/datasets/data-breach-notices/](https://tensorust.com/datasets/data-breach-notices/)**. | |
| ## Files here | |
| | file | what it is | | |
| |---|---| | |
| | `sample.csv` | 25 rows of the full file (the same sample shown on tensorust.com) | | |
| | `summary_by_industry.csv` | row counts and totals by industry across the full file, no entity names (groups with fewer than 3 rows are folded into "Other") | | |
| ## Summary by industry (largest groups) | |
| | Industry | rows | Residents affected | | |
| |---|---|---| | |
| | (blank) | 5,372 | 0 | | |
| | Business | 756 | 17,402,851 | | |
| | Health | 332 | 13,378,577 | | |
| | Finance | 265 | 7,854,940 | | |
| | Education | 137 | 2,913,925 | | |
| | Non-Profit/Charity | 125 | 3,684,697 | | |
| | Government | 58 | 4,190,695 | | |
| | TOTAL | 7,045 | 49,425,685 | | |
| Full table: `summary_by_industry.csv`. | |
| ## What the full file has | |
| - 7,045 rows | |
| - Key fields: organization, org_key, state_ag, reported_date, breach_dates, breach_start, residents_affected, breach_cause, attack_type, industry | |
| - Parquet and CSV, a README with sources, method and limits, and the build script | |
| - Free 25-row sample (no personal contact data) | |
| Coverage: California notices since 2012 and Washington notices since 2016; 7,045 notices. Downloaded Nov 6, 2026; both lists update as notices are posted. | |
| ### Columns in the full file | |
| | column | meaning | | |
| |---|---| | |
| | `organization` | Breached organization as named in the notice | | |
| | `org_key` | Tensorust ontology organization key (normalized name) | | |
| | `state_ag` | Attorney General office the notice was filed with (CA or WA) | | |
| | `reported_date` | Date the AG received or posted the notice | | |
| | `breach_dates` | Breach date(s) as given in the notice | | |
| | `breach_start` | First breach date parsed from the notice | | |
| | `residents_affected` | Residents of that state affected (WA notices only; CA does not publish counts) | | |
| | `breach_cause` | Cause as classified by WA AG (cyberattack, unauthorized access, theft, error) | | |
| | `attack_type` | WA attack type (ransomware, phishing, malware) | | |
| | `industry` | WA industry type | | |
| | `business_type` | WA business type | | |
| | `days_to_notify` | WA: days from discovery to notification | | |
| | `notices_all_states` | Notices from this organization across both lists | | |
| | `states_notified` | Which of the two AGs it notified | | |
| | `repeat_notifier` | True when the organization filed 3 or more notices | | |
| | `fed_uei` | UEI of a matching federal award recipient (exact ontology name key) | | |
| | `fed_recipient_name` | Matching USAspending recipient name | | |
| | `fed_obligated_fy25_plus` | Federal obligations to that recipient FY2025 onward (USD) | | |
| | `fed_top_agency` | Top awarding agency | | |
| | `in_ontology` | Organization key exists in the Tensorust ontology | | |
| | `source_url` | Public list the row came from | | |
| ## Get the full file | |
| | tier | price | includes | | |
| |---|---|---| | |
| | Breach notice file | $750 | All 7,045 CA and WA AG breach notices as CSV and Parquet, with repeat-notifier flags and the federal-award join. | | |
| | Monthly breach feed | $4,800 a year | The full file refreshed monthly with new notices, plus a monthly list of first-time and repeat notifiers. Up to 5 users. | | |
| | Underwriting license | $18,000 a year | Weekly refresh, internal use across underwriting and claims teams, and the right to load the file into rating and portfolio tools. | | |
| Email **mattbusel@tensorust.com** with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: [https://tensorust.com/datasets/data-breach-notices/](https://tensorust.com/datasets/data-breach-notices/). All datasets: https://tensorust.com/datasets/ | |
| ## Method and limits | |
| Both public lists are downloaded whole. Names are normalized with the Tensorust ontology key (case, punctuation and trailing legal-form words removed) to count notices per organization across the two states and to join exact-key matches to federal award recipients (USAspending obligations FY2025 onward). Duplicate rows (same organization, state and date) are dropped. repeat_notifier marks 3 or more notices. | |
| Not a list of breached individuals (no personal data from the notices is included). Not a full national count: other states are not yet included, and California does not publish record counts. A federal-recipient match is an exact normalized-name match, not a verified corporate link. Not legal advice. | |
| ## Sources | |
| - California Attorney General data breach list, CSV export: https://oag.ca.gov/privacy/databreach/list | |
| - Washington Attorney General data breach notifications (data.wa.gov sb4j-ca4h): https://data.wa.gov/api/views/sb4j-ca4h/rows.csv?accessType=DOWNLOAD | |
| - Washington AG notification page: https://www.atg.wa.gov/data-breach-notifications | |
| - USAspending.gov recipients FY2025 onward via the Tensorust ontology: https://www.usaspending.gov/ | |
| ## License | |
| The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/data-breach-notices/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license. | |
| Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com | |