| Benford Chart for JRVR 10Q Filed 5/5/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 917 Recent share count: 45,968,584 (4's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
|
On this page of Benford's Law Stocks.com we present our study of James River Group Holdings, Ltd. — ticker symbol JRVR. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 8/5/2021 to 5/5/2026
for James River Group Holdings, Ltd. under CIK number 0001620459.
For filings made in XBRL (eXtensible
Business Reporting Language) format, our algorithm extracts all "tagged" numbers presented by the company; for any non-XBRL
filings our algorithm uses its own interal set of rules to extract what it believes to be numbers as found throughout the filings. The format
found for each filing is presented below together with the results for JRVR, with the percentage of found numbers beginning with each digit
(1's, 2's, 3's, 4's, 5's, 6's, 7's, 8's, and 9's) charted against the "normal" range observed throughout our coverage universe, as
well as the "normal" range for James River Group Holdings, Ltd. based on the past JRVR filings our system processed in the past.
| Benford's Law Stocks Score for JRVR = 71 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted point upon observing the 1's percentage was above the typical coverage universe range. • We deducted point upon observing the 1's percentage was above the company's typical historical range. • We deducted point upon observing the 2's percentage was below the company's typical historical range. • We deducted point upon observing the 3's percentage was below the typical coverage universe range. • We deducted points upon observing the 3's percentage was below the company's typical historical range. • The 4's percentage was higher than the 3's percentage, increasing the penalty multiplier. • However, because we observed that the company's shares outstanding count begins with the digit 4, we canceled the penalty multiplier. • We deducted point upon observing the 4's percentage was above the company's typical historical range. • The 8's percentage was higher than the 7's percentage, increasing the penalty multiplier. • We deducted points (includes the impact of penalty multiplier) upon observing the 8's percentage was above the company's typical historical range. • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier. • This is the 2nd column with percentage higher than the prior column, resulting in a penalty deduction. • We deducted points (includes the impact of penalty multiplier) upon observing the 9's percentage was above the typical coverage universe range. • We deducted points (includes the impact of penalty multiplier) upon observing the 9's percentage was above the company's typical historical range. |
| JRVR's Score Vs. Typical Stock | |||
|
Check our work! We provide our James River Group Holdings, Ltd. Benford's Law analysis for informational purposes only, and our software should be expected to
make mistakes and contain errors (nothing you see on this website should be relied upon for any decision-making without first repeating
the analysis yourself independently), and so below we present to you all of the numbers our system detected, for the JRVR filing
above. This way, you can open the filing on your own and compare what you see below against what you yourself find. This can also
be helpful for exploring any columns in particular that caught your eye.
| 1's | 2's | 3's |
|---|---|---|
| We found 330 numbers that start with the digit 1. Here they are: 1,489,938 1,448,750 1,434,375 1,404,774 153,336 155,138 1,728,038 1,697,156 12,900 12,744 127,702 153,638 118,243 179,427 181,831 181,831 136,337 133,463 100,909 104,055 104,055 17,265 100,590 118,075 165,000 112,500 133,115 133,115 19,835,000 116,275 166,405 120,098 127,956 15,614 135,712 151,902 1,371 1,750 151,384 172,289 108,160 128 162,019 156,280 10,635 16,009 1,861 10,988 149 1,414 149 1,414 1,969 1,969 10,892 14,322 18,077 17 18 16 1,464 1,464 1,969 1,969 14,322 14,322 1,969 1,969 1,385 1,809 1,500 19,378 13,753 16,525 163 17,983 18,287 1,723 1,218 1,969 1,969 17.5 149,000 1.4 1,785 15,387 125,934 121,745 15,010 100 14,916 1,489,938 1,434,375 1,164 19,053 13,595 17,184 124,507 187 120,535 14,326 14,290 1,448,750 10,079 1,404,774 152,785 134,517 125,934 121,745 1,489,938 1,434,375 146,154 19,777 191,036 189,307 1,962 120,801 13,425 15,387 189,892 18,527 101,663 13,527 100 1,012,948 152,646 18,684 179,071 19,053 193 171,993 13,402 13,595 16,941 17,184 19 159,643 1,012.9 100.0 153.3 163.4 1,404 1,766 1,770 1,770 1 1 1,371 14,658 13,108 1,174 15,027 13,477 1,174 191 191 1,815 1,815 11.1 10.9 100 181.8 19,700 19,700 11,611 11,611 11,611 11,611 10,988 1,969 1,969 10,743 149 1,414 10,892 13,855,574 17 18 16 13,521,634 13,521,634 1.7 1.6 1.5 1.2 1,071,699 1,086,278 101,584 14,189 1,928 165 131 108,160 1,731 14,189 1,928 1,071,619 1,095,761 1,985,779 165,000 100,000 131,000 10,000 121,000 100 1,183.7 16.2 16.2 14.8 144 14,780 14,780 14,780 144 100,909 11,552 18,154 14,342 14,322 1.7 102 16.8 131,826 135,712 103,774 108,160 14,189 14,189 15,637 1,979 13,658 15,985 1,767 1,597 1,385 1,795 143,431 151,384 17,274 181,831 181,831 1,062,592 137,028 14,874 151,902 12,649 1,928 1,928 12,649 101,453 15,001 12,149 16,400 10,751 10,631 11,658 10,631 151,536 172,289 15,218 181,831 181,831 1,359,670 11,658 1,795 11,352 10,631 14,189 1,928 1,371 10,635 16,009 17,760 17,540 10,631 128,000 121,745 121,745 14,916 14,916 14,916 1,419,459 1,434,375 153,336 153,336 120,535 120,535 14,290 14,290 14,290 1,390,484 1,404,774 155,138 155,138 1,434,375 1,434,375 1,404,774 1,404,774 153,336 153,336 155,138 155,138 104,055 114,511 104,055 116,093 112,500 1,000 13,521,634 10 133.1 19.9 18,000 127,000 1,650,000 1,328,128 100 100 176,273 1,299,644 15.30 1,316,294 1,321,733 10.38 17.96 1,101 1,848,507 100 1,464 11.4 | We found 135 numbers that start with the digit 2. Here they are: 227,607 260,941 2,014,564 2,026,110 203,950 225,800 225,800 200,000,000 236,373 294,361 23,946 21,327 20,008 2,433 23,896 23 20 23 23 23 268,272 248,388 2,660 2,660 27,017 25,461 270 289 29,413 25,000 21,886 269,422 236,164 28,705 29,012 244,051 20,482 224,455 2,729 20,811 237,366 219,477 28 236,722 227,212 20,482 2,284 206,722 20,811 27,496 26,425 235,398 243 214,235 276,145 241 2 2.3 256,000 25 2,314 210 200 200 204,000 28,664 28,664 23 20 23 23 23 2,016,229 23.6 2,927 2,072 2,336 2,072 2,426 25 28 20 2.2 212,285 24,088 236,373 24,483 2,350 21,327 213,243 294,361 2,852 2,811 27,660 2,182 20,097 20,008 2,861 21,327 20,008 21,210 22,389 212.5 212.5 2.75 210.8 25.0 224,455 224,455 2,513 2,522 219,477 219,477 2,487 2,491 2 227,607 227,607 260,941 260,941 225,800 228,855 225,800 230,007 2.0 200 268,272 22,000 200 225,000 24.83 24.83 2,246,760 2,660 2.0 | We found 70 numbers that start with the digit 3. Here they are: 30,042 31,286 31,996 32,087 3,087,848 3,099,418 31,006 376,102 364,726 34,741 3,807 364,726 34,741 376,102 395,280 35,267 36,818 3,014 3,161 33,258 391,050 308,439 307 31.4 3,239 310,108 396,614 369 3.0 3.2 32 33 35 3,564 30 30 369 369 369 369 3.6 333,940 3,087,848 3,081,540 397.0 313.2 35.0 3,812 35 35.2 3,886 37,585 3 3,638,838 3,404 36,566 3,363 306 3,523,455 306 355 3 30.0 3 3.5 3.68 367,456 358,399 372,873 307 |
| 4's | 5's | 6's |
|---|---|---|
| We found 95 numbers that start with the digit 4. Here they are: 46,236,856 4,761,809 4,859,930 407,499 447,644 4,110,278 4,188,662 46,236,856 45,968,584 43,895 4,761,809 4,859,930 48,051 46,099,930 45,803,501 46,099,930 45,968,584 484 484 46,236,856 43,895 45,644,318 402,408 460,915 477 477 45,892,706 484,480 47,462 430 480,422 466,820 4,270 483,074 472,718 4,159 442,846 433,282 480,422 466,820 44,882 4,218 4,270 48 4,220 460,884 4,140 4,159 4,810 461 4.9 4,897 45,193 43,401 45,193 43,401 48,000 4.25 40,275 40,275 46,099,930 45,803,501 46,099,930 451.4 467.1 48,748 48,748 4,386 4,386 48,051 4,656 4,050 4,761,809 4,317 473 4,949,015 4,656 48,051 45.0 466,820 466,820 472,718 472,718 4 4 4 45,193 45,653 43,401 44,639 45,968,584 46,236,856 484,837 477,412 475,000 | We found 73 numbers that start with the digit 5. Here they are: 597 58,827 518,416 538,153 50,560 563 5,589 5,541 5,021 59,659,075 538,153 518,416 545 545 55,675 51,467 5,856 597 53,030 545 521 51.8 520,000 5,487 589,477 5,461 577,754 54,055 51,229 50,799 52 52 5,051 552,064 55,999 5,051 53,229 54,055 5.1 50,000 5.25 59,659,075 52.8 52.8 51.4 591 57,970 591 56,042 5 5.3 5,963 5,589 5,589 5,165 50,560 5,541 5,541 5,589 5,541 50,560 563,000 597 597 577,754 577,754 5 5 597 597 5.2 50 516 | We found 59 numbers that start with the digit 6. Here they are: 67,911 66,916 67,413 64,152 68,459 6,632 671 671 69,997 684 6,863 626 671 600 6,123 6,126 624,521 606,439 6 61,050 64 61,050 63,405 61,910 62 64 621,814 61.1 68 640 6,632 671 671 67,044 63,783 67,413 64,152 6.50 6.00 6.79 63.1 65,000 6,731 6,220 60,379 656 65,890 6,220 6,632 606,439 606,439 69,795 69,795 6.61 6.94 621 6.17 6.48 620,108 |
| 7's | 8's | 9's |
|---|---|---|
| We found 47 numbers that start with the digit 7. Here they are: 72,317 73,092 7,485 7,485 7,605 76 760,000 7.2 7.3 705 74,167 7,662 78,130 781,457 7 71 708 7,193 7,274 7,193 7,274 7.00 78.3 7,605 716.6 75.0 7.5 7,294 7 7,878 75 721 721 759 72,308 72,317 70,601 70,601 73,088 73,092 72,317 72,317 73,092 73,092 7 7 7,157,650 | We found 52 numbers that start with the digit 8. Here they are: 8,557 8,481 82,808 86,720 8,774 8,923 8,923 8,923 88,467 84,322 82 82,611 8,481 8,557 894,000 886 81 85,792 826 8.00 8.00 8.04 825,000 8,964 8,964 8,279 8,188 8,279 8,188 8,279 8,188 8,774 871,874 85 83,793 83,793 86,720 8.6 89,585 81,118 832 832 86,876 88,804 8,449 8,557 8,557 8,481 8,481 8.0 8.32 885,173 | We found 56 numbers that start with the digit 9. Here they are: 9 9 938,404 937,611 977 99,525 91 91 9,574 9,154 9 937,611 9,154 9,154 9 938,404 9 933,311 9,574 9,574 9 935,426 9,307 92 918 9 9 9.04 9,019 94,136 99,525 900 93,151 90,239 94,051 91,970 9,222 9,126 9,154 9.9 90 90 93,971 9,910 9,081 9,081 99,525 9,081 91 91 9,081 9 9 9 9.9 90,000 |
While the above JRVR 10Q Filed 5/5/2026 is interesting in isolation, we have found that it is also useful to take a look at older
James River Group Holdings, Ltd. filings processed by our Benford's Law Stocks algorithm, to see how the company's filings "typically look" on a
Benford's Law analysis. Below we repeat the 10Q Filed 5/5/2026 but instead of the chart comparing against the typical company across
our coverage universe, below we show the same chart compared against the typical JRVR 10Q and 10K filings that we have processed
historically. This is followed by similar charts for each of those historical filings.
| 10Q Filed 5/5/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 917 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/5/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,382 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/12/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,378 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/29/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,896 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/3/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 894 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/2/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,227 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/3/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,238 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/3/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,838 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/6/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 980 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/6/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,362 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,286 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/28/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,862 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/10/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 871 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/5/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,168 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/4/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,384 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/4/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,875 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/9/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 990 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/8/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,257 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/2/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,266 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/1/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,759 ■ = Typical JRVR range from 8/5/2021 to 5/5/2026 | ||||||||||||||||||||||||||||||||||||
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