| Benford Chart for JRVR 10Q Filed 11/4/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,384 Recent share count: 45,922,507 (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 2/26/2021 to 11/4/2025
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 = 90 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted points upon observing the 4's percentage was above the company's typical historical range. • We deducted point upon observing the 6's percentage was below the typical coverage universe range. • The 7's percentage was higher than the 6's percentage, increasing the penalty multiplier. • The 8's percentage was higher than the 7's percentage, increasing the penalty multiplier. • This is the 2nd column with percentage higher than the prior column, resulting in a penalty deduction. |
| 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 452 numbers that start with the digit 1. Here they are: 1,441,249 1,278,337 1,391,875 1,189,733 158,764 142,410 1,746,204 1,552,396 11,630 10,534 155,436 1,996,913 125,389 101,210 181,831 181,831 131,021 170,000 132,922 104,055 104,055 132,643 182,524 165,000 112,500 133,115 133,115 19,835,000 1,073,480 114,543 183,085 122,733 147,338 12,388 148,451 159,726 1,239 1,126 172,735 191,497 121,004 184,294 140,592 146,130 1,752 1,775 17,570 18,957 170,083 1,158 1,059 13,914 1,249 1,593 17,701 13,583 1,304 1,304 16,262 1,021 15,354 16,353 1,969 11,743 12,764 1.07 1.10 1.07 1.10 15 1,021 1,021 11,743 11,743 1,969 1,969 15,354 15,354 1,411 1,411 1,446 1,446 1,937 1,937 16,353 16,353 187,912 123,004 198,046 117,537 11,319 14,098 110,945 1,461 146,418 10,500 1,528 1,179 15,740 122,668 19,192 107.9 152.4 139.0 11.4 139.0 133.2 1.8 1,137 10,385 13,157 18,928 13,583 1,304 1,304 16,262 1,388 1,185 15,332 17,962 140,149 135,614 15,895 16 15,816 1,441,249 1,391,875 196,564 1,358 178,238 112 170,458 1,278,337 1,189,733 142,309 124,967 140,149 135,614 1,441,249 1,391,875 19,291 151,002 170,293 112,579 151,118 14,638 15,332 17,688 17,962 194,658 1,358 1,087 146,547 182,526 179,807 140,559 149,149 17,991 101,525 119,516 115 12,412 10,833 1,012,365 100.0 158.8 164.1 13.2 193,000 1.9 117,000 1,589 152 106 1,215 139 135 1,186 1,217 1,316 193 1,973 1,868 111 1,087 179 1,031 1,047 1,360 10,741 1 1 1 1 1 1,239 16 1,210 16 1,503 138 18,136 14,644 1,050 1,423 1,452 18,600 15,108 1,050 1,423 1,452 13,902 158 1,165 13,902 158 1,165 1,066 1,756 1,066 1,756 1.7 12 100 181.8 19,700 19,700 11,611 11,611 11,611 11,611 1,593 17,701 1,969 11,794 1,304 16,262 1.07 1.10 1.07 1.10 14,013,142 13,521,634 1.5 1.5 1.2 1,089,181 1,301,662 1,086,278 1,246,973 100,094 109,464 17,954 10,268 121,004 184,294 10,472 11,160 18,755 17,954 10,268 1,087,374 1,061,749 1,087,374 1,061,749 1,940,164 1,940,164 100 1,183.7 13,047 1,270 11,787 11,757 11,757 19,244 19,244 19,244 19,244 13,047 11,787 14,860 11,739 19,964 106 1,215 1 17 11,743 1.5 102 17.4 140,175 148,451 112,548 121,004 14,714 11,041 14,712 16,433 158,985 13,096 172,735 17,287 181,831 181,831 1,270,774 19,147 100,208 138,892 159,726 1,072 1,072 168,203 16,091 184,294 17,954 17,954 150,249 16,091 166,340 15,757 12,932 15,726 13,685 1,810 163,488 1,588 191,497 17,970 1,224 181,831 181,831 1,417,883 117,775 186,122 18,573 15,779 107,078 140,592 11,639 1,667 12,931 1,066 17,570 17,570 181,831 181,831 1,270,774 19,147 1,073,480 10,268 10,268 19,225 15,243 12,886 104,812 13,136 146,130 12,453 18,957 18,957 181,831 181,831 1,417,883 117,775 16,433 1,810 16,081 19,225 11,639 17,954 10,268 1,239 1,233 1,058 17,570 18,957 1,158 15,286 18,412 140,592 146,130 1.8 1.8 135,614 135,614 15,816 15,816 15,816 1,376,059 1,391,875 11,591 14,147 11,591 158,764 158,764 196,564 196,564 170,458 170,458 1,168,734 1,189,733 12,693 15,234 12,693 142,410 142,410 1 11 11 11 11,000 1,391,875 1,391,875 1,189,733 1,189,733 158,764 158,764 142,410 142,410 13,902 12,877 104,055 119,738 104,055 121,766 112,500 1,000 10.5 13,521,634 10 133.1 19.9 1,429,155 1,940,410 1,938,439 1,937,934 15 143,000 135,000 100 15.30 1,370,167 16.91 17.01 1,543,765 15.66 100 1,446 135 1,047 1,650,000 | We found 241 numbers that start with the digit 2. Here they are: 238,750 29,632 28,705 243,882 2,027,880 240,181 296,635 25,157 25,157 225,800 200,800 200,000,000 237,276 25,718 26,283 27,747 21,919 23,564 204 272 272 243,488 2,652 25,988 2,347 2,679 2,347 2,625 24,228 20,924 26 21 21 25 21 20 292,580 263,994 2,625 2,625 277,905 20,924 20,924 254,550 268,087 27,280 27,384 27,659 28,549 2,340 2,157 25,000 21,500 28,188 268,382 22,433 28,705 29,632 28,364 210.5 26.8 291.4 2.7 2.1 2.3 2,014 2,347 2,679 2,347 25,115 228,297 20,849 208,633 2,613 219 223,009 27,043 25,869 29,483 21,416 2 20,999 2,102 225,254 216,603 20,465 20,849 263,697 274 225,608 275,584 2 2,901 25,956 27,043 20,584 25,869 220,743 25,202 29,483 20,065 207,000 2.0 2.5 25 29 2,804 21 2,447 2,634 27 2 293 2,252 2,252 2.0 293,000 28,664 28,664 2,625 2,347 24,228 26 21 21 25 21 20 23,515 2,605 291 290,588 252,773 271,528 23,515 2,029,383 2,029,383 2.6 2.4 236,000 291,000 20,733 2,811 2,204 2,949 24,462 20,733 24,462 20,158 22,055 2,204 2,949 25,271 21 22 255 20,924 21.0 20.3 29.6 209,831 27,445 237,276 23,515 23,515 2,267 21,789 2,031 2,417 242 21,919 230,215 20,834 2,825 24,607 2,632 26,421 23,564 2,113 2,113 271,697 26,080 2,079 26,080 28,182 25,237 28,182 2,920 2,023 25,237 2,079 26,080 28,182 23,515 21,919 23,564 272 272 2,652 25,988 20,048 24,391 26,080 28,182 204,000 212.5 212.5 210.8 25.0 208,633 208,633 2,553 20,999 20,999 20,999 2,536 2 2 238,750 238,750 29,632 29,632 28,705 28,705 225,800 232,865 200,800 201,787 200 292,580 252,000 200 250,000 23.48 273,035 25.00 290,639 231,492 256 2.0 225,000 | We found 164 numbers that start with the digit 3. Here they are: 36,700 362,345 30,139 30,175 32,178 32,450 3,116,757 3,084,406 38,234 394,372 39,005 330,423 333,670 38,077 39,381 3,122 31,056 30,992 37,880,297 37,827,968 37,880,297 37,827,968 392,958 394,372 39,005 30,992 30,992 394,372 39,005 37,825,767 39,381 39,381 31,056 31,056 3,708 3 3 37,829,475 307,937 37,641,563 37,829,475 307,937 3,919 321,372 38,634 391,050 359,949 388,137 39.9 31.9 37,989 352,064 32 326,227 37,000 36,749 384 35,979 320,366 369,892 304 390,579 382 3.2 3.1 368 396 3,453 3,097 363 34 3 3 3 336 336 38,248 38,248 36,236 3,150 370 36,700 3,520 3.6 38,077 376 37,880,297 37,827,968 37,880,297 37,827,968 302,553 332,410 30,826 333,670 301,748 30,826 313,242 313,242 3,116,757 3,001,913 3,116,757 3,001,913 343,000 397.0 313.2 35,045 33,775 31,001 31,001 39,205 39,251 3,121 30,972 31,009 31,056 30,992 3,673 34,709 352 3,660,350 330,423 3,092 3,738 38,798 3,423,073 34,389 302,523 31,147 333,670 30,826 30,826 31,147 302,844 35,753 31,967 39,798 3,660,350 336,738 3,659 3,659 355,655 345,387 399,546 33,433 37,086 3,423,073 39,798 352 37,719 30,826 30.0 3 3 326,227 326,227 3 3 3,000 362,345 362,345 38,248 38,951 3.5 3.76 |
| 4's | 5's | 6's |
|---|---|---|
| We found 152 numbers that start with the digit 4. Here they are: 45,965,839 42,620 4,950,271 489,097 4,313,518 4,413,046 45,936,898 45,644,318 402,408 460,915 4,950,271 482,961 426,679 466,863 452,962 494,610 4,150 484 4,057 4,946 409,814 42,561 4,582 493,879 42,006 46,346 4,571 43 43 46,026,399 45,954,992 46,026,399 46,461,351 45,895,335 492,558 41,563 466 466 45,936,898 45,644,318 402,408 460,915 4,341 4,341 45,936,898 42,797 42,797 4,725 44,085 483,625 4.8 4,432 485,139 472,420 4,754 475,485 419 411,398 405,522 485,139 472,420 49,976 4,752 4,754 4 4,281 419 4.1 46 49 4 450 4 4,150 484 464 464 427 427 464 464 48,000 439,000 4.25 40,275 40,275 40,702 42,006 46,026,399 45,954,992 46,026,399 46,461,351 43 43 409,814 458.0 459.3 467.1 48,748 4 4 43.5 453 453 4,810 42,561 4,390 4,950,271 4,005 4,370 4,958,731 418,573 452,962 44,690 46,609 468,841 49,359 48,446 4,950,271 424,962 494,610 409,814 42,928 46,641 47,407 491,981 4,958,731 48,345 47,407 4,150 484 469 42,561 4.6 45.0 472,420 472,420 42,620 42,620 475,485 475,485 42,620 42,620 45,644,318 45,936,898 477,412 476,186 475,557 44,931 420,936 42.17 4,341 | We found 115 numbers that start with the digit 5. Here they are: 5,007,076 572,034 57,970 53,178 503,638 5,007,076 519,867 580,913 51,224 579,755 51,991 572 572 5,907 5,562 50,748 503,638 5,907 5,907 503,638 541,791 530,347 534,621 5,674 5,674 5,804 5,804 530,347 558 536 54,454 5,907 5,794 522,789 5.8 522,789 5,345 5,039 572 572 571,769 5,585 559,392 58,992 598 503,610 5,198 57,634 58,992 5,285 59.0 5,145 548 548 563 563 519 519 5.0 5.25 5.6 59.2 5,907 572 506,359 56,876 5,425 56.9 57.0 52.2 52,000 52.2 52.8 52.8 52.5 5,951 5,003 5,003 59,331 57,970 5,307 5 5,283 5,789 51,224 50,155 56,766 519,867 54,159 54,159 580,913 56,651 50,155 56,766 507 51,991 50,222 50,217 51,224 559,392 559,392 5 5 5 5 5.2 5.9 5,816,783 52,000 5,507,650 50 541,520 5.55 5,674 5.8 | We found 60 numbers that start with the digit 6. Here they are: 64,154 69,997 606,617 62,443 6,428 6,224 6,128 64 64 69,997 646 646 63,721 65,936 69,457 646 63,104 694 617,051 65 621,786 654,000 666 6,230 6,428 61 63,690 64,154 608,000 6.50 6.79 64 64 6,949,943 6,957,275 660,000 67,136 67.1 67.7 607,000 65,282 625 654 6,224 6,224 6,128 6,128 62,443 69,648 6,012 6,012 62,443 6,428 6,224 6,128 64,290 67,731 6 6.46 620,108 |
| 7's | 8's | 9's |
|---|---|---|
| We found 65 numbers that start with the digit 7. Here they are: 71,127 7,875 7 73,853 7 7 7,875 7,875 7 7,616 7,657 742 72,449 7.1 7.3 7.7 732 7,892 7,827 7,892 7,653 79,873 70 7,306 7,690 7,306 7,690 77 761,000 7,825 7,825 7,825 7,875 7,966 776,000 744,000 716.6 75.0 7.7 7,227 7,227 7,315 723,518 7,690 72,872 7,507 7,434 736,742 75,611 71,127 7,227 71,127 7,227 74,644 74,644 77,197 71,245 71,245 73,781 7 7 726,476 751,254 74,390 785 | We found 70 numbers that start with the digit 8. Here they are: 83,958 82,678 88,791 86,479 88,796 8,748 8,287 8,238 8,255 8,325 847 847 879,631 881,074 876,240 840 840 881,074 8,010 8,488 8,458 840 877 8,371 84,125 8,099 811,709 811.7 8,286 8.7 8.00 8.04 8,964 8,964 8,097 8,097 8,097 82,539 85 83,793 83,793 88,796 88,796 8,233 8,242 84 8,276 8,456 89,033 8,456 8,854 8,421 8,421 8,937 8,681 8,957 86,012 8,421 8,854 8,421 88,791 86,479 88,791 88,791 86,479 86,479 8.0 8.32 885,173 847 | We found 65 numbers that start with the digit 9. Here they are: 97,074 92,979 9 9 937,006 933,311 909,640 90 90 91 948 9,447 9 936,255 96 96 9 937,006 9 933,311 9 937,006 96,412 98,422 91,922 927 9,472 95 9,618 90,706 9,911 94,036 91 95 90,706 9.6 922 963 9.04 91 948 9,447 93,871 99,296 93,011 9,222 914 948 948 960 97,489 9,731 909,640 9,495 9,745 90 90 97,074 97,074 97,074 97,074 9.9 9.75 90,546 929,193 |
While the above JRVR 10Q Filed 11/4/2025 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 11/4/2025 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 11/4/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,384 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/4/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,875 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/9/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 990 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/8/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,257 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/2/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,266 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/1/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,759 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/5/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 814 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/5/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,382 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/12/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,378 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/29/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,896 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/3/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 894 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/2/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,227 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/3/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,238 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/26/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,669 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/6/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 980 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/6/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,362 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,286 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/28/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,862 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/10/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 871 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/5/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,168 ■ = Typical JRVR range from 2/26/2021 to 11/4/2025 | ||||||||||||||||||||||||||||||||||||