--- license: other license_name: tensorust-sample-license license_link: https://tensorust.com/datasets/section117-foreign-gifts/ pretty_name: "University Foreign Gift Ledger (free sample)" language: - en tags: - tensorust - sample - research-and-grants - 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_state.csv --- # University Foreign Gift Ledger: free sample (Tensorust LLC) 117,152 foreign gifts and contracts worth $62.4B that 535 US colleges reported under Section 117, by institution, country and type. **Headline:** Section 117 of the Higher Education Act requires colleges to report foreign gifts and contracts of $250,000 or more a year. 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 **117,152 rows** and is sold by Tensorust LLC: **[https://tensorust.com/datasets/section117-foreign-gifts/](https://tensorust.com/datasets/section117-foreign-gifts/)**. ## Files here | file | what it is | |---|---| | `sample.csv` | 25 rows of the full file (the same sample shown on tensorust.com) | | `summary_by_state.csv` | row counts and totals by state across the full file, no entity names (groups with fewer than 3 rows are folded into "Other") | ## Summary by state (largest groups) | State | rows | Amount (USD) | |---|---|---| | CA | 25,960 | 8,738,351,402 | | TX | 11,562 | 3,793,786,155 | | MA | 10,624 | 8,483,228,911 | | NY | 9,136 | 7,197,564,573 | | AL | 8,115 | 298,427,856 | | PA | 5,150 | 6,763,508,034 | | DC | 4,139 | 1,905,679,877 | | MD | 3,740 | 1,730,810,905 | | IL | 3,619 | 2,874,632,869 | | CO | 3,070 | 1,494,905,422 | | MI | 2,929 | 1,247,961,844 | | OH | 2,553 | 1,055,629,261 | | TOTAL | 117,152 | 62,400,473,316 | Full table: `summary_by_state.csv`. ## What the full file has - 117,152 rows - Parquet and CSV, a README with sources, method and limits, and the build script - Free 25-row sample (no personal contact data) Coverage: Every Section 117 report the Department has made public, legacy system and the 2020+ portal. Department file through Feb 28, 2025 (latest posted); built 2026-11-06. ### Columns in the full file | column | meaning | |---|---| ## Get the full file | tier | price | includes | |---|---|---| | Ledger file | $295 | The complete Section 117 ledger with flags and ontology IDs (CSV and Parquet). | | Institution report | $950 | The ledger plus a peer benchmark for one institution: its transactions against 10 chosen peers by country, type and year. | | Research security license | $3,000 a year | Ledger updates whenever the Department posts a new file, peer benchmarks for up to 25 institutions, and the ontology joins to federal awards and subawards. | 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/section117-foreign-gifts/](https://tensorust.com/datasets/section117-foreign-gifts/). All datasets: https://tensorust.com/datasets/ ## Method and limits ## Sources - US Department of Education, Section 117 Foreign Gift and Contract public records, complete file through Feb 28, 2025 (the latest the Department has posted as of Nov 2026) - Tensorust Ontology organizations ## License The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/section117-foreign-gifts/". 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