| Benford Chart for WD 10Q Filed 8/6/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,348 Recent share count: 34,331,241 (3'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 Walker & Dunlop, Inc. — ticker symbol WD. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 11/4/2021 to 8/6/2026
for Walker & Dunlop, Inc. under CIK number 0001497770.
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 WD, 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 Walker & Dunlop, Inc. based on the past WD filings our system processed in the past.
| Benford's Law Stocks Score for WD = 86 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted points upon observing the 3's percentage was above the typical coverage universe range. • The 8's percentage was higher than the 7's percentage, increasing the penalty multiplier. • 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. |
| WD's Score Vs. Typical Stock | |||
|
Check our work! We provide our Walker & Dunlop, 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 WD 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 403 numbers that start with the digit 1. Here they are: 160,858 1,382,958 1,436,350 134,369 141,877 170,671 1,384,282 1,420,272 174,093 1,036 1,876 1,243,903 1,282,390 1,707,042 1,735,034 12,801 11,864 1,719,843 1,746,898 181,425 140,690 172,137 165,914 12,787 14,964 17,133 17,259 1,760 162,909 161,888 123,663 116,557 1,820 15,260 16,767 16,945 1,540 12,425 14,944 12 180 18,877 1,469 1,264 17,613 1.00 1.08 1.07 1,036 1,876 1,282,390 11,864 1,746,898 15,871 15,871 1,083 10,210 19,100 1,203 1,264,446 12,838 1,733,034 12 12 180 1 1 178 1,243,903 12,801 1,719,843 1,317,945 12,000 1,759,863 1 1,295 1,297,764 11,909 1,744,089 1,469 1,469 126 126 1,308,792 11,780 1,761,798 16,798 123,663 116,557 103,421 12,941 12,560 16,792 10,010 19,398 10,954 1,062 14,964 115 121,058 140,463 15,910 10,558 13,058 10,408 1,320 12,026 1,820 160,858 17,272 17,966 1 1.4 17,171 11,491 18,065 16,802 13,251 1,760 12,787 14,964 17,133 17,259 153,899 135,711 1.4 100 100 100.8 100,438 107,343 105,086 1,751 1,849,374 1,824,350 1,056,023 1,016,205 106,275 196,669 165,837 123,738 10,408 1,320 12,026 1.2 1.2 1.2 1.2 14 11 12.6 14.4 14.1 193.3 153.8 14,702 11,500 132,160 116,649 133,055 141,016 107,322 1.5 133,055 10,558 13,058 1,218 1,664 16,945 1,540 10,558 13,058 1,538 1,541 1,183 15.9 139,903 1,331 145.8 144.0 1.5 16,026 1.20 1,000,000 1.20 1.30 150,000 193,304 1.30 1.35 1,000,000 1,000,000 1.45 15,817 1.30 1.40 1,600,000 1,229,200 1,500,000 1,500,000 155,508 1,600,000 1,384,708 130 120 130 120 188 100 130 130 140 12,787 12,787 140 17,395 1,935 168,786 133,594 116,058 162,909 1,146 1,342 15,260 10,530 19,728 131,759 124,305 12 12 180 180 1.05 1,026 1 14,964 14,964 1,760 1,760 12,670 16,269 172,791 140,735 116,441 161,888 1,146 1,908 1,820 1,820 10,810 1,489 16,767 127,364 12,285 12,425 1.10 1.08 15 178,723 181,425 172,137 172,137 17,133 17,133 126 19,846 116,575 123,663 19,482 16,945 16,945 16,000 11,199 10,813 18,877 1.68 15 1,894 139,061 1,629 140,690 165,914 165,914 17,259 17,259 1,684 110,380 116,557 1,540 1,540 11,544 12,442 192,924 14,466 14,944 1,851,055 1.04 1.65 1.62 1.07 18 141,877 156,893 134,369 149,385 134,369 141,877 15,016 15,016 14,952 14,946 14,257 134,369 106 10,954 1,152 19,664 1,382,958 1,382,958 17,272 17,272 1,655,370 1,707,624 1,436,350 1,436,350 1,666,232 1,688,520 1,718 1,718 11,635 156,103 122,935 116,579 111,300 185,492 1,508 1,227 160,858 160,858 1,382,958 1,382,958 1,436,350 1,436,350 113,983 113,983 1,950,805 1,950,805 1,718 1,718 133,055 133,055 1,384,282 1,384,708 1,420,272 1,420,662 1,908,224 1,377,119 12,385 18,673 1,546 17,127 17,608 1,804,114 1,237 1,429,730 12,518 1,718 1,718 18,877 152 18,365 1.00 1.08 18,365 1 18,364 12 13 15 1.07 13.3 128.5 1,155 1,176 17,419 16,117 16,790 17,272 17,966 183,432 1,080 1,050 146,022 124,684 1.1 108,442 107,531 11,239 13,748 13,748 170,671 174,093 174,093 | We found 236 numbers that start with the digit 2. Here they are: 299,315 25,782 22,772 234,525 224,954 241,401 219,949 200,000 25,966 28,485 2,546 26,777 283,278 20,966 25,084 272,866 2,074 28,024 2,838 20,766 2,178 2,415 239 2 23,605 23,605 26 299 299 23,549 23,549 2,754 2,754 29 29 247 2 22,935 22,935 230 230 22,924 22,924 2,764 20,766 25,084 25,572 2,487 22,894 21,989 23,418 24,381 2,884 2,250 203,912 292,768 21,554 20,966 25,084 233,712 299,315 279,270 25,782 22,772 25,156 22,288 23,472 203,912 292,768 2 2.2 20,611 2,546 25,966 28,485 25,386 23,775 200 2,213 28,159 2.1 2.1 25.4 25.4 2.1 2.1 24.4 24.6 2 2 23.7 22.5 23,920 22,668 29,077 21,167 22,727 2,040 250,000 225,000 2,950,000 2,246 229 2,375 26,777 21,741 25,110 2,372 20,966 20,966 2,074 29,541 2,838 29,721 25 22 2,379 22,743 22,704 21,632 272,866 26 2,702 25,966 25,966 271,897 225,909 2,292 25,084 25,084 2,670 252,211 230,149 28,024 20,466 24,021 20,766 29,949 2,003,230 2,455,813 2.00 24 28,485 28,485 2,546 2,546 29,397 25,563 275,361 272,638 202,907 283,278 2,287 20,741 2,885 225,393 23,079 22,601 2,337,205 29 203,198 208,782 29 217,253 234,525 22,460 22,288 202,666 224,954 27,216 27,216 22,288 25,498 29,260 277,382 214,752 251,884 24,131 24,131 24,131 24,131 24,280 24,124 24,124 2,516 299,315 299,315 25,782 25,782 22,772 22,772 234,525 234,525 224,954 224,954 27,216 27,216 2,088,376 2,088,376 2,346,853 2,364,160 2,334,610 2,353,334 29,737 2,532 2,022 2,022 26,289 27,216 22 283 20,457 22,288 23,472 217,253 200,469 202,666 234,525 218,435 224,954 206,904 217,253 202,666 215,588 200,469 2,745 217,253 215,588 2,120 2,452 27,570 241,401 268,441 219,949 219,949 268,441 | We found 208 numbers that start with the digit 3. Here they are: 34,325,745 37,546 3,172,852 3,313,616 33,269 33,389 333 334 369 394 32,440 35,986 31,318 306,690 319,240 315,738 30,162 32,281 37,898 32,772 304,616 33,949 36,674 3 32 3,006 33,952 36,706 35,421 38,884 33,263 33,358 33,328 33,311 33,275 33,371 33,343 33,333 33,389 334 379 33,249 332 3,006 3,006 33,269 333 33,194 332 33,344 333 33,952 33,952 3 3 31 33,366 333 36,674 329,606 398,875 35,130 344,375 327,898 35,093 344,375 327,898 34,264 33,870 369 394 3.2 37,287 31,431 38.6 3,410 38,673 31,871 37,546 33,191 33,191 3 3 3 3 3.1 3.1 34.8 36,926 39,635 35,678 38,880 39,635 39,635 322 35,752 39,635 3.1 325,000 300,000 375,000 354,808 369 30,065 32,440 306,690 37,898 304,616 37,027 35,212 35,212 3,006 32,651 3,335 35,986 31,318 319,240 32,772 33,142 37,538 36,731 33,949 3 3 33,142 37,541 36,731 33,952 31 394 32,074 331,227 315,738 30,162 30,935 38,082 3,890 32,281 35,502 36,674 32 32 35,502 36,706 30,537 32,699 32,699 34,982 34,982 393,454 393,454 39,524 36,162 36,162 36,162 36,162 37,342 34,982 34,982 34,982 32,699 32,699 30,167 30,167 36,516 36,516 32,699 36,516 36,516 32,699 374,384 31,191 31,191 31,191 31,191 3,006 33,952 36,706 3,158 33,162 35,829 33,263 33,358 33,328 33,311 3,158 33,162 35,829 3,158 33,162 35,829 33,263 33,358 33,328 33,311 33,275 33,371 33,343 33,333 377 357.4 3,015 3,247 396 31,532 37,718 334,419 334,419 |
| 4's | 5's | 6's |
|---|---|---|
| We found 108 numbers that start with the digit 4. Here they are: 476,851 419,358 4,893,604 49,081 462,194 450,434 4,893,604 47,817 46,374 450,434 4 454,215 49 49 462,194 429,000 432,788 438,129 4,742,908 4,547 44,977 42,432 47,155 45,858 41,090 4.5 48,165 41,593 41,802 47,068 49,599 491 49,081 49,081 4 4 4 4.6 4.6 41.7 46,253 44,678 4,060 4,060 4,560 4,560 467 48,630 44,551 4.6 425,000 425,000 4,550,000 4,450,000 450.0 444.4 400.0 47,817 47,817 4,310 4,025 48,552 44,242 4,468 47,733 45,427 42,966 42,019 46,374 4,897 40,864 48,965 4,796 41,206 41,748 434,561 4,893,604 42,289 41,815 49,968 486,780 4,675,040 439,521 439,521 439,521 439,521 429,189 439,521 429,189 439,521 402,022 402,022 400,927 400,927 402,645 412,308 4,054 430 400,000 400,000 481 400,000 400,000 47.13 4 4,869 439 45,287 | We found 107 numbers that start with the digit 5. Here they are: 596,596 5,059,478 50,000 5,059,478 53,153 51,232 56,644 556,607 58,936 5,532 579,997 504,989 51,618 591 55 55 5,595 5,597 591 591 515 586 5,756 5,756 5,532 5,310,528 519,560 559,042 546,356 500 500 5,032 5,532 50 50.4 54,077 54,267 53,264 5,032 54.3 5,410 50,380 50,380 50,578 5,410 500 500 5,220 500 500 5,752 5,752 5,410 575,000 575,695 50.0 57,181 545 53,153 53,153 5,714 55,882 58,936 5,309 5,831 5,428 5,288 520 59,559 5,585 51,232 579,997 58,550 57,647 55 5 56,644 556,607 5,532 5,532 504,989 51,618 56,635 55,463 56,667 55,463 524,189 524,189 524,189 524,189 52,674 57,442 5.75 531,105 510 510 5,839 5,839 5,839 5,898 5,693 512 55 55 508 5.5 5 | We found 81 numbers that start with the digit 6. Here they are: 645,529 612 6,907 65,144 69,197 608,021 60,699 6,884 683 68,405 65,801 673 673 68 6 68 612 6,303 6,303 6,071 6,073 62 62 67 645 645 67 6,195 6,372 61,926 64,201 6.5 69,207 6,907 68.9 69.5 63.6 64.7 60,734 683 6,884 683 6,050,000 6,907 6,907 60,699 6,884 6,884 683 683 65,144 688 608,021 68,405 68,719 68,719 62,273 6,924 69,197 65,801 68,829 66,905 63,160 6.25 6.06 6,779 6,546 6,546 6,546 6,546 6,546 6,546 6,546 6,546 6,620 6,620 6,620 61.7 68 68 6.1 |
| 7's | 8's | 9's |
|---|---|---|
| We found 61 numbers that start with the digit 7. Here they are: 793,351 744,448 7,577 764 7,258 705 7,072 7,072 752 709 709 7,155 7.7 7,577 77,747 74.4 795,754 73,911 7,889 793,351 793,351 793,351 78,895 72,338 793,351 77,769 7,961 797 7,534 7,108 700,000 73,550 750,000 750,000 750.0 7,447 7,640 7,486 780 764 7 7,577 7,577 735 79,016 7,258 79,714 78,064 7,508 7,508 7,508 766 77,769 77,769 7,444 7,444 790 75.0 75 71.0 7,257 | We found 65 numbers that start with the digit 8. Here they are: 808,145 868,710 868,710 820,948 829,218 806,631 80,964 86,700 83,693 8,886 8,278 8,278 8,586 8,587 80,964 8,614 8,380,007 8,432,618 8,646 82,367 825,761 808,145 852,399 817,814 817,814 808,145 83,402 83,402 82,477 8,614 850,000 85 86,700 86,700 8,509 8,497 89 83,693 83,693 8,010 87 80,964 80,964 8,608 8,655 86,672 868,710 868,710 81 8,646 8,568 8,568 8,568 8,568 83,402 83,402 820,948 837,829 829,218 847,552 8,568 8,681 877 843 89.3 | We found 79 numbers that start with the digit 9. Here they are: 909 92,893 94,309 94,590 986 903 99 974 974 909 97 9 94,590 9,232 947 91,439 96,482 93,160 95 90 90 90,647 92,893 9,893 9,289 9,030 93,764 94,309 97,769 97 99 94,590 94,590 97,637 92,740 986 986 903 903 907 9 963,710 963,710 963,710 963,710 95,000 95,000 95,000 95,000 95,000 95,000 95,000 95,000 9,663 9,663 9,663 9,663 940 927 927 927 927 927 927 927 927 99 968 941.0 98.1 99.2 99,280 98,948 9,531 9,109 9,888 9,888 97,770 93,018 |
While the above WD 10Q Filed 8/6/2026 is interesting in isolation, we have found that it is also useful to take a look at older
Walker & Dunlop, 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 10Q Filed 8/6/2026 but instead of the chart comparing against the typical company across
our coverage universe, below we show the same chart compared against the typical WD 10Q and 10K filings that we have processed
historically. This is followed by similar charts for each of those historical filings.
| 10Q Filed 8/6/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,348 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/6/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,287 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/25/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,598 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/2/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 825 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/3/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,175 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/9/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,307 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/24/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,348 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/7/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 954 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/7/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,207 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/7/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,279 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/22/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,551 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/4/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 879 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/4/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,239 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/4/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 976 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/26/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,665 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/6/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 887 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/8/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,182 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/9/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,235 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/23/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,664 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/5/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 883 ■ = Typical WD range from 11/4/2021 to 8/6/2026 | ||||||||||||||||||||||||||||||||||||
Benford's Law WD Stock (Walker & Dunlop, Inc.) | www.Benford'sLawStocks.com
Copyright © 2023 - 2026, All Rights Reserved
Nothing in BenfordsLawStocks.com is intended to be investment advice, nor does it represent the opinion of, counsel
from, or recommendations by BNK Invest Inc. or any of its affiliates, subsidiaries or partners.
None of the information contained herein constitutes a recommendation that any particular security, portfolio,
transaction, or investment strategy is suitable for any specific person. All viewers agree that under no
circumstances will BNK Invest, Inc,. its subsidiaries, partners, officers, employees, affiliates, or agents be held
liable for any loss or damage caused by your reliance on information obtained. By visiting, using or viewing this site, you
agree to the following Full Disclaimer & Terms of Use and
Privacy Policy.