| Benford Chart for SGRP 10K Filed 5/16/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,751 Recent share count: 23,449,701 (2'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 SPAR Group, Inc. — ticker symbol SGRP. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 6/29/2020 to 5/16/2025
for SPAR Group, Inc. under CIK number 0001004989.
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 SGRP, 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 SPAR Group, Inc. based on the past SGRP filings our system processed in the past.
| Benford's Law Stocks Score for SGRP = 68 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted points upon observing the 2's percentage was above the typical coverage universe range. • We deducted points upon observing the 2's percentage was above the company's typical historical range. • We deducted points upon observing the 5's percentage was below the typical coverage universe range. • We deducted points upon observing the 5's percentage was below the company's typical historical range. • We deducted point upon observing the 6's percentage was below the typical coverage universe range. • We deducted point upon observing the 6's percentage was below 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. • We deducted points (includes the impact of penalty multiplier) upon observing the 7's percentage was above the company's typical historical range. • We deducted point upon observing the 8's percentage was below 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. |
| SGRP's Score Vs. Typical Stock | |||
|
Check our work! We provide our SPAR Group, Inc. 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 SGRP 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 561 numbers that start with the digit 1. Here they are: 1,205,485 1,382 1.5 1,253 196,814 158,357 1,348 1,616 1,919 171 1,469 1,218 13 17 13 16 1,553 1,283 172 18,221 10,719 1,382 1,180 1,834 1,729 15,274 1,905 16,082 17,530 1,163 1,160 1,722 19,886 1,198 10,609 12,020 15,634 1 1,600 1,283 10,609 12,020 137 137 10 1 1,000 10 1,000 1,790 1,800 10,616 1,695 1,381 172 1,553 1,205 19,886 1,198 1,616 128 1,500 137 1,348 11,020 1,027 1,139 1,242 132,133 103,742 128,347 104,845 1,843 1,800 1,315 1,673 15 1,657 158 1,374 10,719 18,221 10,719 1,585 12,059 1,461 1,461 1,654 128 12 1,166 126 1,461 18,967 18,336 1.6 1.0 1.0 1.3 1.1 1,270 1,708 1,770 1,180 133 133 137 1,598 1,644 1,018 131 1,477 1,621 1,975 15,274 17.5 1.90 1 15,000 15,000 16.1 14.8 1.3 105 11.75 16,082 10.40 12,475 1.85 1,120 11.75 16,582 17,530 13,310 13,310 1,722 11.75 1,722 1,234 1,469 150 1,196 145 114 190 1,218 1,498 123 1.7 16.7 10 157 10.7 12.3 19.3 149 102 118 1,046 14.5 19.9 1 1,218 164 155 128 1,371 127 1.5 1 1 114 11 16 1 15 17 114 16 150 114 16 150 1,000,000 1.80 1.5 1,145,247 1,717,870 1,282,129 1,282,129 1 1 104,000 103,000 10.0 1,441,004 161 112 178 1.1 1,000,000 1.80 180,700,000 144,560,000 1.9 1.1 11.8 1.6 100 1.4 1.1 1.63 1.01 12 1.01 1.01 145,000 145,000 1.55 1.55 1.55 17 112,500 1.55 1.55 19,500 17,000 12,000 1.90 1.90 1.90 1.90 1.81 1.16 100,337 1.20 16,575 1.81 1.19 1.75 1.19 1.75 117,500 104,000 111,111 177,232 11,305 196,814 1,138 1,821 102 1,388 122 1,919 1,083 1,070 1,254 171 1,469 1,243 1,543 1,218 1,564 104 1,333 1,518 1,737 170 1,616 1,134 1,077 101 1,139 1,249 13,361 117,507 104,647 16.9 13.2 12,235 11,691 1.4 10,167 1.9 14,305 12,494 1,909 196,814 100.0 100.0 1,015 174 147 13 17 13 16 103,000 1,163 1,160 165 139 1,154 1,154 1,238 1,238 1,029 1,029 1,644 1,644 18,442 18,442 1,711 1,711 13,338 12,633 1,320 1,320 19,652 19,652 1,238 1,238 1,978 1,978 1,678 1,678 18,538 18,538 1,707 1,707 1,538 1,538 13,151 12,451 10,993 10,993 1,625 1,896 1,547 1,547 15 16 15 16 1,372 1,372 1,492 1,530 144 182 125,984 125,984 102,448 102,448 19,158 19,158 12,076 15,465 1,097 1,097 14,656 11,255 1,002 1,002 10,253 12 11 11,255 1,148 1,148 10,107 10,204 163,771 163,771 131,801 131,801 11,154 1,443 1,443 13,974 1,678 1,678 184 184 12,112 1,088 1,088 11,024 10,110 11 11 11,024 1,220 1,220 142 142 16,524 128 128 1,412 10,615 1,000 10 1,000 1,790 1,800 1,372 1,205 13,338 1,320 16,524 128 128 1,412 1,000 10 1,000 1,790 1,800 1,372 1,205 12,633 1,320 1,205 13,338 1,320 149 149 144 1,205 13,151 1,205 12,633 1,320 149 149 182 1,205 12,451 10,609 12,020 10 1 15,595 1,000 10 1,000 1,790 1,800 1,051 1,148 10,253 1,002 11,255 1,205 13,338 1,320 10,609 12,020 10 1 1,000 10 1,000 1,790 1,800 1,051 1,148 1,002 1,205 12,633 1,320 10,609 12,020 107 107 10 1 10,431 16,302 1,000 10 1,000 1,790 1,800 1,078 142 1,220 10,110 11,024 1,205 13,151 10,609 12,020 107 107 10 1 10,431 1,000 10 1,000 1,790 1,800 1,078 142 1,220 1,205 12,451 11,255 1,349 1,349 12,076 1,992 1,992 170 170 11,743 11,743 10,962 10,962 1,800 1,800 1,843 1,843 1,315 1,315 109 109 10,976 10,976 10,719 10,719 1,030 1,030 11,024 1,443 1,443 133 133 11,154 107 107 10,436 10,436 103,184 103,184 16 16 1,800 1,800 1,843 1,843 1,315 1,315 10,719 10,719 19,652 19,652 1,640 1,640 | We found 426 numbers that start with the digit 2. Here they are: 2,000,000 2,000,000 23,449,701 23,449,701 23,240,959 23,240,959 205,485 2.0 25,013,045 23,449,701 262,747 202,070 2,001 2,222 2,357 2,687 23,555 23,333 23,729 24,455 2,687 24,766 2,015 2,871 2,323 276 234 232 2,075 285 21,004 24,306 28,226 24,306 22,961 229 205 285 20,708 297 297 205 2 27 23,241 232 205 285 21,004 2 233 2 2,551 2,687 23,449 234 2,075 24,306 2,687 2,001 297 2,375 2,082 2,960 2,269 2,059 2,331 277 2,500 25,177 24,766 261 281 2,330 24,002 26,094 21,987 23,223 2,015 2,871 2.0 2 28.0 2 28,000 25 2.75 2.2 2.0 2.0 2.0 283 283 2,064 28 2,134 2,703 21 2,475 2,311 222 2,357 21.0 21.0 2.2 282 245 284 2.1 213 292 2 268 2.4 20 2,357 2,270 240 258 253 277 242 291 20 20 20 2,500,000 2,000,000 2,000,000 209,004 215 2,316 266 2 23,000 2.8 2.2 200,000 291,100 222,000 26 26 20,000 22,500 220,000 2,200 25 25 226,276 226,276 235,000 203,705 24,480 262,747 2,757 2,157 2,222 236 2,817 2,593 2,357 24 2,856 2,687 277 290 230 2,001 28.5 2,698 2.4 2.5 2.3 262,747 23,555 23,333 23,729 24,455 2,229 2,323 276 2,323 2.50 21,695 21,695 2,117 2,117 2,467 2,467 234 234 2,075 2,075 20,856 2,268 2,268 20,151 29,380 29,380 2,142 2,142 234 234 2,075 2,075 20,707 2,022 2,022 20,007 29,295 29,295 246 246 29,541 29,541 2,599 296 296 23,786 23,786 23,786 24,010 24,010 24,010 2,071 2,464 29,346 29,346 2,546 2,584 2,314 2,314 232 270 23,435 23,435 23,435 23,435 23,435 23,435 232 270 259 297 23,536 23,536 288 288 2,735 23,670 23,670 23,670 23,873 23,873 23,873 2,589 2,686 27,707 27,707 2,554 23,591 23,591 23,591 23,768 23,768 23,768 2,248 2,390 24,216 242 205 285 21,131 204 2 2,115 2,115 23,420 234 2,075 2,268 20,151 24,216 242 205 285 21,131 204 2 2,115 2,115 23,420 234 2,075 20,856 2,268 23,420 234 2,075 2,268 20,151 28 273 27 232 23,448 234 2,075 2,022 20,007 246 29,541 23,420 234 2,075 20,856 2,268 28 273 27 270 23,448 234 2,075 20,707 2,022 246 29,541 23,241 232 205 285 21,004 256 256 2 204 2 2,124 2,115 2,115 23,420 234 2,075 2,268 20,151 23,241 232 205 285 21,004 256 256 2 204 2 2,124 2,115 2,115 2,735 23,420 234 2,075 20,856 2,268 23,241 232 205 285 21,004 2 232 2 2,397 2,115 2,115 23,448 234 2,075 2,022 20,007 246 29,541 23,241 232 205 285 21,004 2 232 2 2,397 2,115 2,115 2,554 23,448 234 2,075 20,707 2,022 246 29,541 256 256 2,620 2,620 2,307 2,307 26 26 250 250 21,695 21,695 277 277 2,383 2,383 2,466 2,466 250 250 210 210 277 277 | We found 190 numbers that start with the digit 3. Here they are: 3 3 38,457 37,265 346 3,150 3,902 317 3,009 3,533 3,205 30,050 353 310 32,125 3,341 38,061 307 3 3,017 3,017 317 3,902 3,341 398 396 3,524 3,150 3,232 3,020 3,834 3,133 384 366 333 333 3,011 3,601 3 36 36 36 3,533 3,000 3 3,369 3.56 310 310 309 32 3.1 339 37.8 3.8 35 33.0 389 316 324 3 3 3 3,000,000 307,129 3,205 3 3 30,000 375,000 355,000 31 38,675 304,513 315,000 36,885 34,562 33,020 30,213 3,107 37,265 35 346 39 3,236 33 3,729 3,146 3,150 3,902 32 39.8 33,185 34,562 3.9 3,778 3,150 3,902 370 378 353 331 3 37,963 37,963 36,942 36,942 39,325 39,325 30,700 30,700 37,777 37,777 3,078 3,078 3,713 3,713 34,280 34,280 330 330 37,855 37,855 3,443 3,627 3,891 32 31 3,443 393 393 37,788 37,788 38 38 38 38 38 38 304 38 342 38 3,401 3,401 3,737 32 31 3,737 31,970 31,970 3,598 3,468 32 32 3,468 393 3,627 30,700 3,097 393 3,891 3,443 30,700 30,700 38 38 38 38 38 38 38 30,700 3,341 30,700 3,341 3,737 30,700 3,341 3,341 3,468 3,737 310 310 310 310 3,468 3,598 3,832 3,832 |
| 4's | 5's | 6's |
|---|---|---|
| We found 140 numbers that start with the digit 4. Here they are: 47,000,000 47,000,000 438 43,673 408 4,776 463 4,776 4,240 4,412 45,996 4,259 4,687 48,565 40,246 4,941 460 460 4,776 40,246 463 4,776 408 4,058 4,024 473 41,352 411 47 411 4,060 438 438 4,781 4 467 4.30 4.00 4.30 4 45 4.0 4.8 4 4,718 4,718 41 459 4,259 4,687 4.2 46 4 47,000,000 4.0 427,000 472 4 49 417,000 40,000 40 40,000 44 47,000 43,673 409 4,990 4,304 4,776 492 463 4.2 4.4 4,829 4.8 4,479 4,585 4,479 4,541 4,541 482 482 46,297 46,297 4,919 478 478 4,075 448 448 4,075 454 454 472 472 45 45 4,558 43 43 4,556 43 43 4,659 40,056 403 401 4,509 448 4,075 4,659 40,056 403 401 4,509 448 45 45 40,246 403 401 40,246 403 401 40,246 403 401 40,246 403 401 4,558 48 48 415 415 4,577 4,577 415 415 | We found 83 numbers that start with the digit 5. Here they are: 5,173 545 5,197 55,480 5,742 59,776 5,614 56,431 500 50,035 56,431 545 5,656 541 500 58 51,567 59,776 5,062 591 520 5.5 5 500 54 55 556 58 519 504 5,812 5,570 504 55 54 54 51 523,000 523,000 50 5,943 5 51 51 51 51 58.9 500,000 51 500,000 51 513,100 56,000 52 5,800 57,143 57,143 5,023 599 57 5 56,431 5,548 56,431 59.7 545 58,000,000 5,643 5,643 508 508 57,290 57,290 5,893 567 567 5,622 5,447 5,054 582 582 5,843 5,843 | We found 79 numbers that start with the digit 6. Here they are: 650,000 650,000 6,059 630 6,707 694 694 650 650 6,958 665 6,821 6,537 61,237 6 6 6.5 6.5 6.75 6,525 6.9 63 63 60 623 68 630,000 630,000 630,000 630,000 6 65 6,338 64 62 6,233 6,402 6,510 6,506 66 6.2 6,256 6,148 6,345 630 629 629 61,775 61,775 623 623 672 672 60,507 60,507 693 693 67,396 67,396 623 623 67,396 67,396 6,418 668 650 650 650 650 650 650 650 650 6,395 6,395 69,117 69,117 64,044 64,044 |
| 7's | 8's | 9's |
|---|---|---|
| We found 129 numbers that start with the digit 7. Here they are: 7,133 76,109 7 7,459 7 7 7,092 7,459 701 7,502 7 7 70 7.0 7,133 7 71.2 753 700,000 700,000 7.7 7.2 7 79,000 73 73 75,000 78,750 7,240 759 7,133 752 71 71,372 74,873 7.2 7 745 71,000 7.7 722 718 718 70,025 70,025 7,211 7,211 7,518 7,518 70,025 70,025 7,556 7,556 7,518 7,518 7,518 7,518 7,518 7,518 7,518 7,518 72 72 7,518 7,518 7,947 7,518 7,138 7,518 7,518 7,518 7,518 7,518 7,556 7,556 7,556 7,556 7,556 7,556 7,556 7,556 7,103 7,518 7,518 7,518 7,518 7,518 7,518 7,518 7,103 706 72 72 7 7 7,518 711 7,518 7,518 7,518 7,518 7,518 7,518 7 7 711 7 7 7,556 712 7,556 7,556 7,556 7,556 7,556 7,556 7 7 712 7,518 7,518 781 781 7,556 7,556 730 730 75 75 | We found 62 numbers that start with the digit 8. Here they are: 856 856 875 874 856 841 8,767 892 855.00 874 856 875 88 875 82 870 870 841 841 85 80 80 80 8,589 8 877 8.0 82.9 872 889 891 883 8 8 854,753 854,753 8 87,000 87,000 8,277 8,437 874 8,277 875 8.8 87 838 838 8,442 8,442 8,558 8,558 88 88 88 88 8,077 8,746 89 89 8,933 8,933 | We found 81 numbers that start with the digit 9. Here they are: 944 915 924 9,398 90,281 9,488 90,281 9 975 921 9,881 930 9,345 9,466 9,284 900 900 929 9,206 90 9.40 9.40 9,267 91 93 9 975,000 98 98,000 94 94 99 90 93 93 90,000 999 924 9,398 94 90,281 975 93 9,220 9,220 9,541 9,541 922 960 989 989 97 97 914 914 9,804 9,946 979 979 941 941 975 9,490 97 975 9,490 97 975 914 975 914 989 989 9,766 9,766 908 908 9,528 9,528 97,782 97,782 |
While the above SGRP 10K Filed 5/16/2025 is interesting in isolation, we have found that it is also useful to take a look at older
SPAR Group, Inc. 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 5/16/2025 but instead of the chart comparing against the typical company across
our coverage universe, below we show the same chart compared against the typical SGRP 10Q and 10K filings that we have processed
historically. This is followed by similar charts for each of those historical filings.
| 10K Filed 5/16/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,751 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/15/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 564 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/14/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 802 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 915 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 4/15/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 964 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/13/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 881 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/14/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 1,334 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 811 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 4/1/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 945 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/22/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 571 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/15/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 830 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/15/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 865 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/31/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 1,501 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 6/29/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 1,003 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/14/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 768 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 850 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 4/17/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 985 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/16/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 600 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/16/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 809 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/16/2020 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 1,381 ■ = Typical SGRP range from 6/29/2020 to 5/16/2025 | ||||||||||||||||||||||||||||||||||||