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Free teaser: 25-row sample + aggregate summary
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metadata
license: other
license_name: tensorust-sample-license
license_link: https://tensorust.com/datasets/erate-provider-uninvoiced/
pretty_name: E-Rate Provider Uninvoiced Commitments (free sample)
language:
  - en
tags:
  - tensorust
  - sample
  - schools-and-libraries
  - 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_service_types.csv

E-Rate Provider Uninvoiced Commitments: free sample (Tensorust LLC)

$3.86B of E-Rate money committed to service providers but not yet disbursed, $879.2M of it past the invoice deadline.

Headline: Under SPI invoicing the service provider must bill USAC, and money not invoiced by the FRN's deadline is lost unless an extension is granted.

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 5,519 rows and is sold by Tensorust LLC: https://tensorust.com/datasets/erate-provider-uninvoiced/.

Files here

file what it is
sample.csv 25 rows of the full file (the same sample shown on tensorust.com)
summary_by_service_types.csv row counts and totals by service types across the full file, no entity names (groups with fewer than 3 rows are folded into "Other")

Summary by service types (largest groups)

Service types rows Uninvoiced (USD)
Data Transmission and/or Internet Access 1,973 1,067,128,089
Internal Connections 1,507 204,919,254
Basic Maintenance of Internal Connections,Internal Connections 444 111,678,793
Basic Maintenance of Internal Connections,Internal Connections,Managed Internal Broadband Services 355 255,293,098
Internal Connections,Managed Internal Broadband Services 295 50,611,668
Data Transmission and/or Internet Access,Internal Connections 254 352,277,049
Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services 183 1,214,714,670
Managed Internal Broadband Services 155 2,780,790
Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections 96 116,932,032
Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services 77 352,185,155
Data Transmission and/or Internet Access,Managed Internal Broadband Services 73 125,394,922
Basic Maintenance of Internal Connections 72 3,441,934
TOTAL 5,519 3,859,465,706

Full table: summary_by_service_types.csv.

What the full file has

  • 5,519 rows
  • Key fields: spin, service_provider_name, frns, applicants, committed_usd, disbursed_usd, uninvoiced_usd, uninvoiced_past_deadline_usd, frns_open_past_deadline, uninvoiced_due_120d_usd
  • Parquet and CSV, a README with sources, method and limits, and the build script
  • Free 25-row sample (no personal contact data)

Coverage: Every service provider on a funded E-Rate FRN in funding years 2022 to 2026: 5,519 providers, $13,026,841,378 committed; 3,623 providers have a past-deadline balance and 1,936 have money due within 120 days. USAC FRN Status data fetched Nov 6 2026; built Nov 6 2026.

Columns in the full file

column meaning
spin USAC service provider ID (SPIN), from E-Rate invoice records where the name matches
service_provider_name Service provider name on the FRN
frns Funded FRNs, funding years 2022 to 2026
applicants Distinct billed entities served (count only)
committed_usd Funding committed (USD)
disbursed_usd Total authorized disbursement (USD)
uninvoiced_usd Committed minus disbursed, floored at zero (USD)
uninvoiced_past_deadline_usd Uninvoiced on FRNs whose last date to invoice has passed
frns_open_past_deadline FRNs with a balance past their deadline
uninvoiced_due_120d_usd Uninvoiced on FRNs whose deadline falls in the next 120 days
frns_open_due_120d FRNs with a balance due in 120 days
uninvoiced_later_usd Uninvoiced on FRNs with a deadline more than 120 days out
frns_open_later FRNs with a later deadline
uninvoiced_no_deadline_yet_usd Uninvoiced on FRNs with no deadline set yet
frns_open_no_deadline_yet FRNs with no deadline yet
uninvoiced_fy2022_usd Uninvoiced on funding year 2022 FRNs (USD)
uninvoiced_fy2023_usd Uninvoiced on funding year 2023 FRNs (USD)
uninvoiced_fy2024_usd Uninvoiced on funding year 2024 FRNs (USD)
uninvoiced_fy2025_usd Uninvoiced on funding year 2025 FRNs (USD)
uninvoiced_fy2026_usd Uninvoiced on funding year 2026 FRNs (USD)
next_invoice_deadline Earliest upcoming last date to invoice with money open
uninvoiced_spi_mode_usd Uninvoiced where the provider invoices (SPI)
uninvoiced_bear_mode_usd Uninvoiced where the applicant invoices (BEAR) or the mode is not chosen
uninvoiced_pct_of_committed Uninvoiced as a share of committed
service_types E-Rate service types on the FRNs
states Applicant states served

Get the full file

tier price includes
Provider receivables report $495 One provider's uninvoiced commitments FRN by FRN, with deadlines, funding years and invoicing mode, sorted by date to invoice.
National file $2,900 All 5,519 providers with deadline buckets, funding-year splits and SPINs, CSV and Parquet.
Monthly deadline feed $7,200 a year The national file and your own FRN detail refreshed monthly, with FRNs entering the 120-day window and newly past deadline flagged.

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/erate-provider-uninvoiced/. All datasets: https://tensorust.com/datasets/

Method and limits

Funded FRNs only. Uninvoiced = funding commitment minus total authorized disbursement, floored at zero. The deadline is USAC's last_date_to_invoice on the FRN (it already reflects approved extensions). SPINs come from E-Rate invoice records where the provider name matches. Current-year FRNs are mostly uninvoiced because service is still being delivered, so read the deadline buckets, not the total, for money at risk.

Not lost money: past-deadline balances may still be paid on appeal or extension, and some FRNs are never fully used. Not applicant contacts or a school lead list. Not USAC's ledger of pending invoices: an invoice submitted but not yet approved still shows as uninvoiced.

Sources

License

The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/erate-provider-uninvoiced/". 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