Hugging Face's logo

Datasets:
tensorust
/
erate-provider-uninvoiced-sample

Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
tensorust
sample
schools-and-libraries
government-data
finance
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
Dataset Viewer
Auto-converted to Parquet Duplicate
spin
float64
143M
143M
⌀
service_provider_name
stringlengths
10
37
frns
int64
4
18.1k
applicants
int64
1
3.25k
committed_usd
float64
47M
766M
disbursed_usd
float64
15.6M
599M
uninvoiced_usd
float64
24.7M
188M
uninvoiced_past_deadline_usd
float64
564k
66.3M
frns_open_past_deadline
int64
1
5.09k
uninvoiced_due_120d_usd
float64
271k
37.2M
frns_open_due_120d
int64
1
1.33k
uninvoiced_later_usd
float64
11.2M
140M
frns_open_later
int64
1
3.22k
uninvoiced_no_deadline_yet_usd
float64
0
0
frns_open_no_deadline_yet
int64
0
0
uninvoiced_fy2022_usd
float64
0
22.1M
uninvoiced_fy2023_usd
float64
509k
19.5M
uninvoiced_fy2024_usd
float64
697k
34.4M
uninvoiced_fy2025_usd
float64
741k
61.9M
uninvoiced_fy2026_usd
float64
0
140M
next_invoice_deadline
stringdate
2026-11-12 00:00:00
2027-02-25 00:00:00
uninvoiced_spi_mode_usd
float64
11.6k
167M
uninvoiced_bear_mode_usd
float64
0
188M
uninvoiced_pct_of_committed
float64
19.3
72.1
service_types
stringclasses
6 values
states
stringlengths
2
152
143,005,274
Lightower Fiber Networks II, LLC
70
13
260,186,620.01
72,572,595.45
187,614,024.56
57,170,304.98
25
37,154,468.34
2
93,289,251.24
7
0
0
22,124,227.3
17,203,179.54
17,842,898.14
61,897,058.1
68,546,661.48
2027-02-25
11,610
187,602,414.56
72.1
Data Transmission and/or Internet Access
CT,NY,PA,VA
143,005,588
CDW Government LLC
6,713
2,544
557,158,596.46
388,138,331.98
173,693,606.5
17,811,571.68
1,406
36,000,473.63
625
119,881,561.19
1,016
0
0
5,631,762.29
11,895,236.55
16,975,187.22
42,668,056.84
96,523,363.6
2027-01-28
85,095,915.06
88,597,691.44
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
143,001,199
GCI Communication Corp
443
56
765,869,707.62
598,755,642.56
167,114,065.06
26,572,214.08
91
699,076.94
17
139,842,774.04
65
0
0
3,084,153.05
5,144,867.15
18,341,273.88
740,776.94
139,802,994.04
2027-02-25
166,620,744.78
493,320.28
21.8
Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services
AK
143,028,685
Netsync Network Solutions
589
144
263,455,402.81
140,562,762.43
122,892,640.38
7,989,543.74
95
16,363,564.27
64
98,539,532.37
160
0
0
3,602,045.28
4,015,346.94
34,358,699.82
41,032,774.95
39,883,773.39
2026-12-09
62,311,490.62
60,581,149.76
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
143,005,274
Crown Castle Fiber LLC
4,453
673
394,945,546.23
276,132,254
118,814,892.29
41,578,023.32
1,409
16,108,839.8
326
61,128,029.17
780
0
0
12,441,220.71
13,898,854.36
14,231,256.3
17,178,648.79
61,064,912.13
2026-12-22
90,514,722.94
28,300,169.35
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
143,001,192
AT&T Corp.
3,608
1,033
254,856,270.18
150,072,983.75
104,783,286.43
40,800,128.78
1,873
29,697,600.44
247
34,285,557.21
226
0
0
14,758,550.95
12,964,576.52
15,088,415.65
29,901,852.55
32,069,890.76
2026-11-20
85,216,045.08
19,567,241.35
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
143,050,436
Charter Communications Operating, LLC
18,121
3,252
381,343,258.25
278,367,263.9
103,219,634.71
38,804,321.16
5,090
11,746,917.36
1,334
52,668,396.19
3,220
0
0
13,302,371.14
13,442,655.93
12,085,539.88
12,242,894.94
52,146,172.82
2026-11-12
78,941,075.95
24,278,558.76
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
143,030,857
ENA Services, LLC
4,102
692
440,968,382.74
342,278,946.86
98,739,576.6
66,270,193.27
2,040
9,408,520.71
107
23,060,862.62
427
0
0
20,046,385.24
19,549,897.25
18,895,056.52
27,161,430.87
13,086,806.72
2027-01-28
79,709,060.86
19,030,515.74
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
143,003,990
Comcast Business Communications
12,856
2,790
286,285,524.35
210,159,552.84
76,274,591.84
20,130,975.46
3,244
15,010,774.3
769
41,132,842.08
2,290
0
0
6,800,749.85
7,009,294.64
5,804,333.01
16,001,977.98
40,658,236.36
2026-11-19
33,237,928.2
43,036,663.64
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
143,011,994
ConvergeOne, Inc.
617
214
139,685,726.31
70,014,146.83
69,671,579.48
4,725,836.3
199
2,928,087.97
86
62,017,655.21
47
0
0
3,203,906.05
1,278,918.48
2,152,558.84
29,068,977.09
33,967,219.02
2027-01-20
10,798,571.51
58,873,007.97
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
143,002,665
Pacific Bell Telephone Company
3,378
438
150,317,016.38
85,584,609.01
64,752,631.84
33,584,844.28
1,856
10,641,304.43
673
20,526,483.13
505
0
0
14,682,476.16
10,750,819.09
8,306,025.95
10,588,945.88
20,424,364.76
2027-01-28
53,539,554.27
11,213,077.57
43.1
Data Transmission and/or Internet Access
CA,FL
143,024,093
CSRA State and Local Solutions LLC
896
1
85,744,626.29
28,164,001.8
57,580,624.49
24,172,734.56
483
19,641,359.7
253
13,766,530.23
128
0
0
0
16,842,064.06
7,927,045.71
21,350,175.4
11,461,339.32
2026-11-24
57,580,624.49
0
67.2
Data Transmission and/or Internet Access
AL
143,035,405
PC Solutions & Integration, Inc.
604
227
141,961,889.31
86,981,884.03
54,980,005.28
1,951,515.06
105
6,395,321.03
69
46,633,169.19
207
0
0
753,064.07
509,348.67
4,715,710.25
28,928,519.18
20,073,363.11
2027-01-28
47,083,337.89
7,896,667.39
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
143,004,824
BellSouth Telecommunications, LLC
720
134
141,738,877.22
88,695,571.51
53,043,305.79
20,153,948.71
262
7,618,099.07
71
25,271,258.01
207
0
0
8,256,913.29
7,499,611.25
4,365,386.13
19,417,333.5
13,504,061.62
2026-12-03
11,406,547.86
41,636,757.93
37.4
Data Transmission and/or Internet Access
AL,CA,FL,GA,IL,KY,LA,MS,NC,SC,TN,TX
143,004,331
Merit Network, Inc.
406
57
79,006,385.29
28,538,557.51
50,467,827.78
1,015,505.75
124
13,852,017.08
22
35,600,304.95
62
0
0
225,729.1
693,427.46
12,045,702.52
15,463,909.04
22,039,059.66
2027-01-28
30,621,376.1
19,846,451.68
63.9
Data Transmission and/or Internet Access
MI
143,023,855
Zayo Group, LLC
1,757
244
152,288,281.66
102,222,190.95
50,259,500.71
15,128,462.33
718
11,570,787.37
121
23,560,251.01
238
0
0
4,495,891.52
5,069,129.21
9,986,174.38
23,242,708.42
7,465,597.18
2026-11-27
16,198,718.89
34,060,781.82
33
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
null
NTT DATA, Inc.
4
1
83,348,402.06
39,476,813.1
43,871,588.96
564,031.47
1
31,512,377.6
2
11,795,179.89
1
0
0
564,031.47
913,460.38
30,598,917.22
11,795,179.89
0
2027-01-28
32,076,409.07
11,795,179.89
52.6
Internal Connections
NY
143,020,605
United Data Technologies, Inc.
1,034
134
96,404,114.29
72,541,949.33
37,916,277.74
2,840,113.65
444
4,995,868.89
60
30,080,295.2
118
0
0
4,225,274.86
1,486,810.62
1,181,681.4
1,545,146.77
29,477,364.09
2026-11-27
32,157,915.95
5,758,361.79
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
143,001,197
Verizon Business Global LLC
878
192
75,397,054.61
39,719,021.26
35,678,033.35
10,714,513.2
308
5,716,094.54
122
19,247,425.61
185
0
0
1,833,559.62
6,825,889.25
1,925,575.12
5,849,274.55
19,243,734.81
2027-01-28
32,239,313.57
3,438,719.78
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
143,035,541
NTUA Wireless, LLC
214
24
47,014,701.89
15,622,309.78
31,392,392.11
4,020,888.68
68
2,123,842.34
18
25,247,661.09
50
0
0
1,808,963.6
1,238,561.42
1,847,539.76
23,611,474.4
2,885,852.93
2027-02-25
5,293,585.6
26,098,806.51
66.8
Data Transmission and/or Internet Access
AZ,NM
143,050,324
Vero Fiber Networks
409
102
56,854,013.89
28,591,316.16
28,262,697.73
1,864,108.67
106
270,753.02
20
26,127,836.04
119
0
0
284,387.57
745,811.85
697,013.13
8,137,406.55
18,398,078.63
2027-02-25
27,758,382.62
504,315.11
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
143,008,231
Sentinel Technologies, Inc.
684
207
66,293,810.95
39,293,511.65
27,000,299.3
893,275.44
124
522,249.1
32
25,584,774.76
126
0
0
368,340.02
3,514,376.65
8,109,137.44
1,723,600.6
13,284,844.59
2027-01-28
19,354,655.37
7,645,643.93
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
null
Presidio Networked Solutions, Inc
4
1
53,078,437.31
26,651,087.83
26,427,349.48
4,413,448.34
2
10,833,195.5
1
11,180,705.64
1
0
0
1,938,716.57
2,474,731.77
10,833,195.5
11,180,705.64
0
2027-01-28
26,427,349.48
0
49.8
Internal Connections
NY
143,004,779
Logicalis Inc
546
144
67,875,150.45
42,379,495.18
25,495,655.27
1,929,603.65
100
1,149,731.31
76
22,416,320.31
98
0
0
146,265.79
890,736.94
938,447.48
3,866,217.7
19,653,987.36
2027-01-28
16,785,093.03
8,710,562.24
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
143,005,880
AMS.NET, Inc.
1,390
413
128,137,502.66
103,416,099.84
24,721,402.83
1,818,184.04
263
1,687,147.13
140
21,216,071.66
361
0
0
865,749.56
2,461,995.02
1,021,842.43
4,478,895.39
15,892,920.43
2027-01-28
20,024,047.86
4,697,354.97
19.3
Basic Maintenance of Internal Connections,Data Transmission and/or Internet Access,Internal Connections,Managed Internal Broadband Services
CA,NV,TX

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
Downloads last month
47
Number of rows:
41
Total file size:
21.2 kB