Free teaser: 25-row sample + aggregate summary
Browse files- README.md +128 -0
- sample.csv +26 -0
- summary_by_service_types.csv +17 -0
README.md
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---
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license: other
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license_name: tensorust-sample-license
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license_link: https://tensorust.com/datasets/erate-provider-uninvoiced/
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pretty_name: "E-Rate Provider Uninvoiced Commitments (free sample)"
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language:
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- en
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tags:
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- tensorust
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- sample
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- schools-and-libraries
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- government-data
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- finance
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size_categories:
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- n<1K
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configs:
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- config_name: sample
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data_files:
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- split: train
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path: sample.csv
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- config_name: summary
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data_files:
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- split: train
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path: summary_by_service_types.csv
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---
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# E-Rate Provider Uninvoiced Commitments: free sample (Tensorust LLC)
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$3.86B of E-Rate money committed to service providers but not yet disbursed, $879.2M of it past the invoice deadline.
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**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.
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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/](https://tensorust.com/datasets/erate-provider-uninvoiced/)**.
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## Files here
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| file | what it is |
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|---|---|
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| `sample.csv` | 25 rows of the full file (the same sample shown on tensorust.com) |
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| `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") |
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## Summary by service types (largest groups)
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| Service types | rows | Uninvoiced (USD) |
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|---|---|---|
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| Data Transmission and/or Internet Access | 1,973 | 1,067,128,089 |
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| Internal Connections | 1,507 | 204,919,254 |
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| Basic Maintenance of Internal Connections,Internal Connections | 444 | 111,678,793 |
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| Basic Maintenance of Internal Connections,Internal Connections,Managed Internal Broadband Services | 355 | 255,293,098 |
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| Internal Connections,Managed Internal Broadband Services | 295 | 50,611,668 |
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| Data Transmission and/or Internet Access,Internal Connections | 254 | 352,277,049 |
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| Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services | 183 | 1,214,714,670 |
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| Managed Internal Broadband Services | 155 | 2,780,790 |
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| Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections | 96 | 116,932,032 |
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| Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services | 77 | 352,185,155 |
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| Data Transmission and/or Internet Access,Managed Internal Broadband Services | 73 | 125,394,922 |
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| Basic Maintenance of Internal Connections | 72 | 3,441,934 |
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| TOTAL | 5,519 | 3,859,465,706 |
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Full table: `summary_by_service_types.csv`.
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## What the full file has
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- 5,519 rows
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- 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
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- Parquet and CSV, a README with sources, method and limits, and the build script
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- Free 25-row sample (no personal contact data)
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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.
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### Columns in the full file
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| column | meaning |
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|---|---|
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| `spin` | USAC service provider ID (SPIN), from E-Rate invoice records where the name matches |
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| `service_provider_name` | Service provider name on the FRN |
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| `frns` | Funded FRNs, funding years 2022 to 2026 |
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| `applicants` | Distinct billed entities served (count only) |
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| `committed_usd` | Funding committed (USD) |
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| `disbursed_usd` | Total authorized disbursement (USD) |
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| `uninvoiced_usd` | Committed minus disbursed, floored at zero (USD) |
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| `uninvoiced_past_deadline_usd` | Uninvoiced on FRNs whose last date to invoice has passed |
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| `frns_open_past_deadline` | FRNs with a balance past their deadline |
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| `uninvoiced_due_120d_usd` | Uninvoiced on FRNs whose deadline falls in the next 120 days |
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| `frns_open_due_120d` | FRNs with a balance due in 120 days |
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| `uninvoiced_later_usd` | Uninvoiced on FRNs with a deadline more than 120 days out |
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| `frns_open_later` | FRNs with a later deadline |
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| `uninvoiced_no_deadline_yet_usd` | Uninvoiced on FRNs with no deadline set yet |
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| `frns_open_no_deadline_yet` | FRNs with no deadline yet |
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| `uninvoiced_fy2022_usd` | Uninvoiced on funding year 2022 FRNs (USD) |
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| `uninvoiced_fy2023_usd` | Uninvoiced on funding year 2023 FRNs (USD) |
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| `uninvoiced_fy2024_usd` | Uninvoiced on funding year 2024 FRNs (USD) |
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| `uninvoiced_fy2025_usd` | Uninvoiced on funding year 2025 FRNs (USD) |
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| `uninvoiced_fy2026_usd` | Uninvoiced on funding year 2026 FRNs (USD) |
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| `next_invoice_deadline` | Earliest upcoming last date to invoice with money open |
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| `uninvoiced_spi_mode_usd` | Uninvoiced where the provider invoices (SPI) |
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| `uninvoiced_bear_mode_usd` | Uninvoiced where the applicant invoices (BEAR) or the mode is not chosen |
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| `uninvoiced_pct_of_committed` | Uninvoiced as a share of committed |
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| `service_types` | E-Rate service types on the FRNs |
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| `states` | Applicant states served |
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## Get the full file
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| tier | price | includes |
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|---|---|---|
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| Provider receivables report | $495 | One provider's uninvoiced commitments FRN by FRN, with deadlines, funding years and invoicing mode, sorted by date to invoice. |
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| National file | $2,900 | All 5,519 providers with deadline buckets, funding-year splits and SPINs, CSV and Parquet. |
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| 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. |
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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/](https://tensorust.com/datasets/erate-provider-uninvoiced/). All datasets: https://tensorust.com/datasets/
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## Method and limits
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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.
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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.
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## Sources
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- USAC Open Data, E-Rate Request for Discount on Services: FRN Status (qdmp-ygft), fetched Nov 6 2026: https://opendata.usac.org/resource/qdmp-ygft
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- USAC Open Data, E-Rate Invoices (jpiu-tj8h), for SPIN numbers: https://opendata.usac.org/resource/jpiu-tj8h
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- USAC invoice deadlines and extensions: https://www.usac.org/e-rate/applicant-process/invoicing/invoice-deadlines-and-extensions/
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## License
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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.
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Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com
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sample.csv
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spin,service_provider_name,frns,applicants,committed_usd,disbursed_usd,uninvoiced_usd,uninvoiced_past_deadline_usd,frns_open_past_deadline,uninvoiced_due_120d_usd,frns_open_due_120d,uninvoiced_later_usd,frns_open_later,uninvoiced_no_deadline_yet_usd,frns_open_no_deadline_yet,uninvoiced_fy2022_usd,uninvoiced_fy2023_usd,uninvoiced_fy2024_usd,uninvoiced_fy2025_usd,uninvoiced_fy2026_usd,next_invoice_deadline,uninvoiced_spi_mode_usd,uninvoiced_bear_mode_usd,uninvoiced_pct_of_committed,service_types,states
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143005274,"Lightower Fiber Networks II, LLC",70,13,260186620.01,72572595.45,187614024.56,57170304.98,25,37154468.34,2,93289251.24,7,0.0,0,22124227.3,17203179.54,17842898.14,61897058.1,68546661.48,2027-02-25,11610.0,187602414.56,72.1,Data Transmission and/or Internet Access,"CT,NY,PA,VA"
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143005588,CDW Government LLC,6713,2544,557158596.46,388138331.98,173693606.5,17811571.68,1406,36000473.63,625,119881561.19,1016,0.0,0,5631762.29,11895236.55,16975187.22,42668056.84,96523363.6,2027-01-28,85095915.06,88597691.44,31.2,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AK,AL,AR,AZ,CA,CO,CT,DC,DE,FL,GA,HI,IA,ID,IL,IN,KS,KY,LA,MA,MD,ME,MI,MN,MO,MS,MT,NC,ND,NE,NH,NJ,NM,NV,NY,OH,OK,OR,PA,RI,SC,SD,TN,TX,UT,VA,VT,WA,WI,WV,WY"
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143001199,GCI Communication Corp,443,56,765869707.62,598755642.56,167114065.06,26572214.08,91,699076.94,17,139842774.04,65,0.0,0,3084153.05,5144867.15,18341273.88,740776.94,139802994.04,2027-02-25,166620744.78,493320.28,21.8,"Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services",AK
|
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143028685,Netsync Network Solutions,589,144,263455402.81,140562762.43,122892640.38,7989543.74,95,16363564.27,64,98539532.37,160,0.0,0,3602045.28,4015346.94,34358699.82,41032774.95,39883773.39,2026-12-09,62311490.62,60581149.76,46.6,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","CA,FL,IL,NM,OH,TX"
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143005274,Crown Castle Fiber LLC,4453,673,394945546.23,276132254.0,118814892.29,41578023.32,1409,16108839.8,326,61128029.17,780,0.0,0,12441220.71,13898854.36,14231256.3,17178648.79,61064912.13,2026-12-22,90514722.94,28300169.35,30.1,"Data Transmission and/or Internet Access,Internal Connections","CA,CT,DC,DE,FL,GA,IL,IN,MA,MD,MI,NC,NJ,NY,OH,PA,RI,TX,VA"
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143001192,AT&T Corp.,3608,1033,254856270.18,150072983.75,104783286.43,40800128.78,1873,29697600.44,247,34285557.21,226,0.0,0,14758550.95,12964576.52,15088415.65,29901852.55,32069890.76,2026-11-20,85216045.08,19567241.35,41.1,"Data Transmission and/or Internet Access,Internal Connections","AL,AR,CA,FL,GA,IL,IN,KS,KY,LA,MD,MI,MO,MS,NC,NV,OH,OK,SC,TN,TX,WA,WI,WV"
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143050436,"Charter Communications Operating, LLC",18121,3252,381343258.25,278367263.9,103219634.71,38804321.16,5090,11746917.36,1334,52668396.19,3220,0.0,0,13302371.14,13442655.93,12085539.88,12242894.94,52146172.82,2026-11-12,78941075.95,24278558.76,27.1,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,AZ,CA,CO,CT,FL,GA,HI,ID,IL,IN,KS,KY,LA,MA,MD,ME,MI,MN,MO,MT,NC,NE,NH,NJ,NV,NY,OH,OR,PA,SC,TN,TX,UT,VA,VT,WA,WI,WV,WY"
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143030857,"ENA Services, LLC",4102,692,440968382.74,342278946.86,98739576.6,66270193.27,2040,9408520.71,107,23060862.62,427,0.0,0,20046385.24,19549897.25,18895056.52,27161430.87,13086806.72,2027-01-28,79709060.86,19030515.74,22.4,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,AR,AZ,CO,FL,GA,ID,IL,IN,KY,MA,MD,ME,MN,MO,MS,NC,NH,OH,PA,TN,TX,VT,WI"
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143003990,Comcast Business Communications,12856,2790,286285524.35,210159552.84,76274591.84,20130975.46,3244,15010774.3,769,41132842.08,2290,0.0,0,6800749.85,7009294.64,5804333.01,16001977.98,40658236.36,2026-11-19,33237928.2,43036663.64,26.6,"Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,AR,AZ,CA,CO,CT,DC,DE,FL,GA,IL,IN,KS,KY,LA,MA,MD,MI,MN,MS,NC,NH,NJ,NM,NY,OH,OR,PA,SC,TN,TX,UT,VA,VT,WA,WI,WV"
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143011994,"ConvergeOne, Inc.",617,214,139685726.31,70014146.83,69671579.48,4725836.3,199,2928087.97,86,62017655.21,47,0.0,0,3203906.05,1278918.48,2152558.84,29068977.09,33967219.02,2027-01-20,10798571.51,58873007.97,49.9,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,AR,AZ,CA,CO,CT,DE,IA,ID,IL,KS,KY,MA,MD,MO,MS,MT,NH,NJ,NM,NV,NY,OR,TN,TX,UT,WA,WY"
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143002665,Pacific Bell Telephone Company,3378,438,150317016.38,85584609.01,64752631.84,33584844.28,1856,10641304.43,673,20526483.13,505,0.0,0,14682476.16,10750819.09,8306025.95,10588945.88,20424364.76,2027-01-28,53539554.27,11213077.57,43.1,Data Transmission and/or Internet Access,"CA,FL"
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| 13 |
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143024093,CSRA State and Local Solutions LLC,896,1,85744626.29,28164001.8,57580624.49,24172734.56,483,19641359.7,253,13766530.23,128,0.0,0,0.0,16842064.06,7927045.71,21350175.4,11461339.32,2026-11-24,57580624.49,0.0,67.2,Data Transmission and/or Internet Access,AL
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| 14 |
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143035405,"PC Solutions & Integration, Inc.",604,227,141961889.31,86981884.03,54980005.28,1951515.06,105,6395321.03,69,46633169.19,207,0.0,0,753064.07,509348.67,4715710.25,28928519.18,20073363.11,2027-01-28,47083337.89,7896667.39,38.7,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,CA,FL,GA,KY,MS,NC,NM,NV,OH,OR,TX"
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| 15 |
+
143004824,"BellSouth Telecommunications, LLC",720,134,141738877.22,88695571.51,53043305.79,20153948.71,262,7618099.07,71,25271258.01,207,0.0,0,8256913.29,7499611.25,4365386.13,19417333.5,13504061.62,2026-12-03,11406547.86,41636757.93,37.4,Data Transmission and/or Internet Access,"AL,CA,FL,GA,IL,KY,LA,MS,NC,SC,TN,TX"
|
| 16 |
+
143004331,"Merit Network, Inc.",406,57,79006385.29,28538557.51,50467827.78,1015505.75,124,13852017.08,22,35600304.95,62,0.0,0,225729.1,693427.46,12045702.52,15463909.04,22039059.66,2027-01-28,30621376.1,19846451.68,63.9,Data Transmission and/or Internet Access,MI
|
| 17 |
+
143023855,"Zayo Group, LLC",1757,244,152288281.66,102222190.95,50259500.71,15128462.33,718,11570787.37,121,23560251.01,238,0.0,0,4495891.52,5069129.21,9986174.38,23242708.42,7465597.18,2026-11-27,16198718.89,34060781.82,33.0,Data Transmission and/or Internet Access,"AZ,CA,CO,FL,GA,ID,IL,IN,KS,MD,MI,MN,MT,NJ,NM,NV,NY,OR,PA,TN,TX,UT,VA,WA"
|
| 18 |
+
,"NTT DATA, Inc.",4,1,83348402.06,39476813.1,43871588.96,564031.47,1,31512377.6,2,11795179.89,1,0.0,0,564031.47,913460.38,30598917.22,11795179.89,0.0,2027-01-28,32076409.07,11795179.89,52.6,Internal Connections,NY
|
| 19 |
+
143020605,"United Data Technologies, Inc.",1034,134,96404114.29,72541949.33,37916277.74,2840113.65,444,4995868.89,60,30080295.2,118,0.0,0,4225274.86,1486810.62,1181681.4,1545146.77,29477364.09,2026-11-27,32157915.95,5758361.79,39.3,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AL,FL,MD,OK,TN,TX"
|
| 20 |
+
143001197,Verizon Business Global LLC,878,192,75397054.61,39719021.26,35678033.35,10714513.2,308,5716094.54,122,19247425.61,185,0.0,0,1833559.62,6825889.25,1925575.12,5849274.55,19243734.81,2027-01-28,32239313.57,3438719.78,47.3,"Data Transmission and/or Internet Access,Managed Internal Broadband Services","CA,DC,FL,MA,MD,MI,NJ,NM,NY,PA,RI,SC,TN,TX,VA,WV"
|
| 21 |
+
143035541,"NTUA Wireless, LLC",214,24,47014701.89,15622309.78,31392392.11,4020888.68,68,2123842.34,18,25247661.09,50,0.0,0,1808963.6,1238561.42,1847539.76,23611474.4,2885852.93,2027-02-25,5293585.6,26098806.51,66.8,Data Transmission and/or Internet Access,"AZ,NM"
|
| 22 |
+
143050324,Vero Fiber Networks,409,102,56854013.89,28591316.16,28262697.73,1864108.67,106,270753.02,20,26127836.04,119,0.0,0,284387.57,745811.85,697013.13,8137406.55,18398078.63,2027-02-25,27758382.62,504315.11,49.7,Data Transmission and/or Internet Access,"AR,CO,GA,IA,IL,IN,KS,KY,MO,MT,NC,NM,OH,OK,PA,TX,VA,WI"
|
| 23 |
+
143008231,"Sentinel Technologies, Inc.",684,207,66293810.95,39293511.65,27000299.3,893275.44,124,522249.1,32,25584774.76,126,0.0,0,368340.02,3514376.65,8109137.44,1723600.6,13284844.59,2027-01-28,19354655.37,7645643.93,40.7,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AZ,CO,FL,IL,IN,MI,NC,NV,OK,WI"
|
| 24 |
+
,"Presidio Networked Solutions, Inc",4,1,53078437.31,26651087.83,26427349.48,4413448.34,2,10833195.5,1,11180705.64,1,0.0,0,1938716.57,2474731.77,10833195.5,11180705.64,0.0,2027-01-28,26427349.48,0.0,49.8,Internal Connections,NY
|
| 25 |
+
143004779,Logicalis Inc,546,144,67875150.45,42379495.18,25495655.27,1929603.65,100,1149731.31,76,22416320.31,98,0.0,0,146265.79,890736.94,938447.48,3866217.7,19653987.36,2027-01-28,16785093.03,8710562.24,37.6,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","AZ,CA,CT,FL,IL,IN,KS,KY,MI,MO,NJ,NV,NY,OH,OK,PA"
|
| 26 |
+
143005880,"AMS.NET, Inc.",1390,413,128137502.66,103416099.84,24721402.83,1818184.04,263,1687147.13,140,21216071.66,361,0.0,0,865749.56,2461995.02,1021842.43,4478895.39,15892920.43,2027-01-28,20024047.86,4697354.97,19.3,"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services","CA,NV,TX"
|
summary_by_service_types.csv
ADDED
|
@@ -0,0 +1,17 @@
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
| 1 |
+
Service types,rows,Uninvoiced (USD)
|
| 2 |
+
Data Transmission and/or Internet Access,1973,1067128089
|
| 3 |
+
Internal Connections,1507,204919254
|
| 4 |
+
"Basic Maintenance of Internal Connections,Internal Connections",444,111678793
|
| 5 |
+
"Basic Maintenance of Internal Connections,Internal Connections,Managed Internal Broadband Services",355,255293098
|
| 6 |
+
"Internal Connections,Managed Internal Broadband Services",295,50611668
|
| 7 |
+
"Data Transmission and/or Internet Access,Internal Connections",254,352277049
|
| 8 |
+
"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services",183,1214714670
|
| 9 |
+
Managed Internal Broadband Services,155,2780790
|
| 10 |
+
"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections",96,116932032
|
| 11 |
+
"Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services",77,352185155
|
| 12 |
+
"Data Transmission and/or Internet Access,Managed Internal Broadband Services",73,125394922
|
| 13 |
+
Basic Maintenance of Internal Connections,72,3441934
|
| 14 |
+
"Basic Maintenance of Internal Connections,Managed Internal Broadband Services",24,639559
|
| 15 |
+
"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access",8,1311110
|
| 16 |
+
"Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Managed Internal Broadband Services",3,157583
|
| 17 |
+
TOTAL,5519,3859465706
|