| Benford Chart for VSEC 10K Filed 3/3/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,001 Recent share count: 20,411,712 (2's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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On this page of Benford's Law Stocks.com we present our study of VSE CORP — ticker symbol VSEC. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 5/1/2020 to 3/3/2025
for VSE CORP under CIK number 0000102752.
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 VSEC, 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 VSE CORP based on the past VSEC filings our system processed in the past.
| Benford's Law Stocks Score for VSEC = 86 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted point upon observing the 2's percentage was above the company's typical historical range. • The 7's percentage was higher than the 6's percentage, increasing the penalty multiplier. • We deducted points (includes the impact of penalty multiplier) upon observing the 7's percentage was above the typical coverage universe 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. |
| VSEC's Score Vs. Typical Stock | |||
|
Check our work! We provide our VSE CORP 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 VSEC 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 285 numbers that start with the digit 1. Here they are: 1.4 197,563 127,958 197,281 114,130 1,734,620 1,350,338 187,590 173,036 1,576 15,756,918 1,030 1,734,620 1,350,338 167,453 115,438 1,080,132 144,813 100,509 14,576 12,205 17,749 14,378 15,735 17,893 13,761 1,400 15,324 1.18 11 1.18 11 17,878,608 14,130,334 12,780,117 17,975,295 14,184,729 12,827,894 15,324 16,264 12,727 176 12,817 142 128,968 129,110 15,757 15,324 15,324 15 122 1,030 15,324 1,330 1,544 1,979 1,139 1,094 19,403 122 12,205 10,247 18,666 11,212 1,557 130,020 1,250 1,113 1,113 1,015 16,423 12,230 13,944 10,332 17,878,608 14,130,334 12,780,117 17,975,295 14,184,729 12,827,894 12.0 11.0 122.4 112.4 1.5 10.0 16,193 145,078 122,351 112,351 10,000 122,351 1,111,915 191.0 170.8 10,301 100,711 10,793 191,023 170,756 191,023 17.0 1.2 1,244,344 1,021,260 11.7 131.5 1.6 1 1.7 124,224 10,128 101,870 1,080,132 105.0 11,500 16,200 105,000 105,000 105,000 15.2 1,535 15,199 1,535 1,641 135 1,400 162 10,805 19,537 11.0 150 139 178,509 115,367 122,615 1,080,132 150,835 165,424 169,852 104,162 153,888 158,845 1,080,132 157,154 157,154 107,399 107,399 197,563 127,958 14,490 10,104 16,722 13,675 1,454 1,617 132,234 10.9 154,072 134,519 134,519 140,804 140,804 1,132 1,132 197,281 197,281 127,022 114,068 135,630 114,130 197,281 155,000 133,000 1.50 155,000 155,000 150,000 100,000 1.5 19,527 15,734 1,734 1,541 1,282 116 14,445 1,875,000 100 15 12 1 1,166 1,186 1,067 1,899 1,083 1.0 1.2 15,606 119,460 1.2 1.7 168,280 110,157 11,670 11,556 1,485 1,573 1,138 15,375 14,899 11,003 1,148 1,890 179 1,138 1,951 13,761 11,952 1,738 1,459 193 124 13,761 1,429 13,980 14,362 1,697 1,741 1,335 12,777 1,663 1,421 1,492 1,364 19,301 1,021 10,962 132 118 10,178 18,363 11,812 11,876 12.9 12.0 1.1 12.0 1,080,132 155 18,474 101,387 17,018 19,030 1,409,426 1,734,620 14,682 16,080 12,863 14,429 14,429 16,467 18,934 125,813 1,350,338 13,174 12,908 12,324 11 19 111,833 1,080,132 162.0 1,724,137 1,982,757 163.8 1.6 1.7 140 1,677 1,484 1,742 1,494 19,301 | We found 195 numbers that start with the digit 2. Here they are: 20,600,674 29,030 29,960 28,684 23,637 22,500 2,059 281,844 286,886 24,959 23,000,000 20,590,496 229,103 2,132 279,168 26,659 21,174 28,059 2.04 2.09 28 2.77 2.20 2.03 2.08 28 2.76 2.19 28,059 2,836 2,836 28,059 28,059 2,846 2,836 2,836 229,103 2,132 221 20,591 28,059 28,762 23,416 24,602 25,923 26,606 2,563 23,913 21,829 20,704 283,122 218,581 263,669 235,690 2,377 2,890 2,633 264,971 21,100 29,030 22 214 22,727 2.2 20.3 27,379 2,925 2,723 234,418 27,750 201 20,267 2.7 2 2,527 21,950 2,666 24,524 2,170 2,714 2.5 26,268 252,466 280,314 258,125 278,779 27,819 21,174 25,109 21 20,893 2.6 2,289 295 293,876 209 209 261,336 293,063 293,063 293,876 293,876 261,336 261,336 29,960 2,785 2.1 25,279 24,555 217,262 288,591 272,590 281,260 241,090 249,760 24,520 24,349 22,602 21,768 21,706 277,500 2,327 22,500 25 25 2.75 247,500 277,500 2.8 2,785 200 2,639 2,089 2,048 29,927 200 2,132 2,205 2,019 287 269 21.5 24.2 25.3 2,767 2,094 23,463 2,084 2,030 29,385 2,925 26,666 270 2,714 27,520 2,441 2.5 293,876 266,689 25,500 2,957 28,612 25,686 276,858 2,386 215 21,631 282,820 272,084 253 21,127 20,690 285,211 2,198 269 274,382 261,336 221,137 21,026 20,413 237,425 23,911 23 294,533 203,721 2,429,577 2,429,577 258,620 2.0 2,840 230 25 2,019 2,084 2,019 | We found 109 numbers that start with the digit 3. Here they are: 36,389 351,781 32,147 30,000 36,383 392,484 384,702 3,072 303,456 3,635 34,939 31,083 35,711 36,498 39,134 3.05 3.04 39,134 36,298 33,203 328,358 351,297 39,134 39,134 384,702 324,960 325,181 300 30,252 30,267 392,484 3,072 39,134 31,668 3,191 390 31,756 36,193 3,740 31,037 325,999 315,806 37,076 35,039 3 3 37,226 38,981 37,686 31.8 31,228 3.2 36,498 3 34,684 3,505 31,575 3 3,576 331 316,468 3,286 3,286 386,866 316,468 316,468 300,713 3.4 37,439 351,781 300,000 3,656 30,000 350 3.75 30,000 30,000 3.8 36,383 3,727 3,807 3.7 3.3 36,694 35,711 35 3 378 324 3,003 357 39,291 3,959 38,279 36,370 30,314 3.7 36,831 36,986 36,986 316,468 31,257 345,614 371,696 36,416 3 3,449 3,922 3,449 |
| 4's | 5's | 6's |
|---|---|---|
| We found 100 numbers that start with the digit 4. Here they are: 41,956 491,453 400,173 406,844 48,144 495,965 46,480 43,152 4,018 417,333 4,105 4,110 40 4,968 449,526 40 4,412 40 4,465 479 40,239 486 4,452 40,157 40 478 478 47,777 4 40,201 41,900 43,395 45,241 48,528 46,265 43.0 4,204 4,018 472 4,019 4,428 403,155 4,957 408,112 493,193 408,112 4,479 41,208 46,648 428,263 491,453 432,500 433,000 430,173 429,344 400,173 406,844 402,500 432,500 4.5 4.3 4,957 4,479 469 448,083 428 4,053 4,342 42.23 43.30 44.68 46,561 45.13 45.78 43.01 42.41 45,246 42.42 42.23 43.30 41,599 4,881 4,776 46,480 4,725 489 454 461 418 45 48,144 4,000 4 42,374 443,909 472,852 408,112 4 4,093 4.2 | We found 78 numbers that start with the digit 5. Here they are: 576,318 500,864 58,076 53,326 53,391 591,600 554,010 53,604 56,913 5,144 5,144 5 5,144 5,144 5,120 5,120 5 5,729 5,729 591,600 5,148 59,099 5,955 520,223 518,347 5,436 5,111 5,714 518 54,395 5.9 5,512 570 59,000 5,624 515 53,942 5,793 5,937 5 5,659 5,659 53,391 539,592 544,020 507,317 544,020 562,049 58,076 5.3 5,545 5,495 500,000 57.12 5.5 52.14 54.20 5.6 52,137 56,913 5,393 54 54,609 5,939 54,491 55,033 5,045 5.9 544,020 5,300 574,405 53,604 5,961 5,502 557,615 594 54 520 | We found 61 numbers that start with the digit 6. Here they are: 62,195 6,985 616,725 693,035 669,448 675,015 605,682 615,844 636 641 616,725 6 6,425 6,685 699,872 6 6,434 6,096 6,679 6,645 6,154 6,102 63 690,427 669,448 669,448 6.5 64,185 6,151 6.8 63,190 63,190 63,190 62 69.4 6,731 6,889 6,010 62,195 67.16 61 634 6,249 6,985 6,480 6,889 6.5 6.7 6.0 6.0 640,895 684,869 669,448 6,723 615,844 6,723 656,767 669,448 629 65 6,461 |
| 7's | 8's | 9's |
|---|---|---|
| We found 69 numbers that start with the digit 7. Here they are: 7,768 774,030 7,262 7,939 746,434 733,613 788 776,676 7,619 772,492 7,515 7,520 788 7,285 7,291 7,542 7,542 7,738 742 7,781 739,236 739,736 7,060 7,452 7,930 7,930 7,832 7,339 7.1 7,383 74,586 7.1 779,008 7,248 786,256 787,069 786,256 703,334 75,309 7.40 7.21 7,612 75.12 7 79.30 79.30 77.54 73,442 77.54 7 7,499 77 7,637 73,910 708 7,558 73,396 7 786,256 7,212 730,675 7,827 772,492 71,168 7,654 7,505 785,599 71.00 75 | We found 48 numbers that start with the digit 8. Here they are: 8,049 874,827 85,586 860,488 81,419 87,996 86 85 88,515 8,315 87,529 8,051 8,835 844,262 899 84.4 8,416 8,942 860,488 860,488 8,049 8,309 85,586 8,670 8,670 83,979 8,670 8,608 82,336 8 839 8,208 83,784 806 8,713 81,419 860,488 87,996 8,783 861 860,488 87.00 8 8,337 8,257 80 8,875 8,337 | We found 56 numbers that start with the digit 9. Here they are: 93,002 9,011 988,186 998,713 9,982 9,052 940 940 90 92,620 94 940 940 988,186 968 9,996 96,687 9,122 9,764 949,019 9,348 99,700 99,700 908,243 9,097 93,002 957,517 9 95,515 9,972 9 97,843 983 9,483 9,982 9,052 9,761 931 98 9,982 9,052 9,450 9,906 9,327 9,807 9,620 9,818 95,000 944,415 998,713 950,143 931 93,002 910 9,906 9,906 |
While the above VSEC 10K Filed 3/3/2025 is interesting in isolation, we have found that it is also useful to take a look at older
VSE CORP 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 10K Filed 3/3/2025 but instead of the chart comparing against the typical company across
our coverage universe, below we show the same chart compared against the typical VSEC 10Q and 10K filings that we have processed
historically. This is followed by similar charts for each of those historical filings.
| 10K Filed 3/3/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,001 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/9/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 434 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 7/27/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 598 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 10/27/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 564 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/10/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 946 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 4/29/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 423 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 7/30/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 659 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/6/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 683 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/7/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 898 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/2/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 380 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 7/28/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 538 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 10/28/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 657 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/5/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 971 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/1/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 833 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/1/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 673 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/2/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 640 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/9/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 901 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 4/28/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 380 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 7/29/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 635 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 10/29/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 641 ■ = Typical VSEC range from 5/1/2020 to 3/3/2025 | ||||||||||||||||||||||||||||||||||||