On this page of Benford's Law Stocks.com we present our study of ECD AUTOMOTIVE DESIGN INC. — ticker symbol ECDA. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 11/10/2022 to 4/15/2025 for ECD AUTOMOTIVE DESIGN INC. under CIK number 0001922858. 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 ECDA, 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 ECD AUTOMOTIVE DESIGN INC. based on the past ECDA filings our system processed in the past.
37.4
16.0
11.9
8.0
7.2
7.3
3.2
4.1
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing ]
Total numbers found: 749
Recent share count: 35,385,662 (3's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
749
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 7 numbers to move any given column by a full percentage point.
74

Starting from a possible score of 100, we made the following score deductions:
 • We deducted points upon observing the 1's percentage was above the typical coverage universe range.
 • The 6's percentage was higher than the 5's percentage, increasing the penalty multiplier.
 • We deducted points upon observing the 7's percentage was below the typical coverage universe range.
 • We deducted point upon observing the 7's percentage was below the company's typical historical range.
 • 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.
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
 • This is the 3rd 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 company's typical historical range.
Benford's Law Stocks Indicator
ECDA
Normal-to-low score compared to other filers, falling within the bottom of the middle 50%.
NEUE
PGY
BYU
ETHA
SHFS
CDP
RXO
MGX
Check our work! We provide our ECD AUTOMOTIVE DESIGN 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 ECDA 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 280 numbers that start with the digit 1. Here they are:
1,476,850
11,181,806
12,943,542
17,775,983
1,291,098
12,000
18,195,701
1,686,598
11,802,825
16,190,861
1,212,000
1,364,222
1,549,863
18,913,921
19,733,767
14,085,932
10,654,444
1
1,000,000,000
10,779,475
18,977,474
10,776,288
18,195,701
19,492,606
19,277,786
14,969,683
1,171,696
123,562
126,791
148,763
10,436,687
1,535,834
134,600
106,353
117,531
10,771,451
1,178,906
1,178,906
1,178,906
10,779,475
10,776,288
159,129
159,149
105,000
105,000
18,500
1,850,000
185
183
10,771,451
10,771,451
1
18,977,474
10,771,451
1,178,906
126,791
148,763
1,928,576
123,562
1,220,602
1,813,841
17,486
1,700
1,509,157
199,536
1,449,977
1,302,767
1,299,337
1,995,942
17,046
1,675,000
1,154,681
13,700,000
1,145,000
1,476,850
1,812,295
105,981
1,250,000
185
196,797
196,797
1.5
10.8
1.2
15,819,209
12
10.00
1,154,681
1,724,100
1,575,000
1,824,300
1,749,300
19,317,837
174,769
19,492,606
16,190,861
17,493,628
19,476,466
17,454,370
18,757,137
11,802,825
16,190,861
138,541
138,541
10
10
1,171,696
1,091,525
15,819
11,500,000
11,477,525
1,437,500
100
11,500,000
11,477,525
1.25
1.25
100,000
1,250,000
1,250,000
1.00
1,250,000
1,250,000
1,337,062
137,116
137,116
1,309,098
18,000
1,291,098
100
18,000
12,000
1,494,795
1,110,620
11,181,806
12,740
10,636
1,151,283
120,791
123,762
1,423
196,796
1,150,349
113,000
150,000
161,036
131,859
1,686,598
167,042
1,115,559
1,115,559
150,000
17,262
1,364,222
1,549,863
1,506,349
167,042
10,000,000
15,819,209
12
10.00
10.00
115
1,154,681
165,233
1,042,141
113,000
17,836,864
15,819,209
14,085,932
10,654,444
16,644,699
15,819,209
1,192,165
1.5
1,212,000
1,042,141
14,920
11.50
17.58
1,271,198
15,819
1,091,525
15,819
14
100
17.58
11.50
106.26
1.00
17.58
11.50
1.23
1.23
1.00
10.00
10.00
106.26
106.26
1.95
10.00
1.23
105,980
181,862
181,862
127,915
127,915
1.19
13
1,024,083
176,689
1,997
110,424
123,254
1,318
1,976,848
127,915
1,848,933
115,514
1,010,878
18,500
1,850,000
18,500
125
10.00
1,000,000,000
1,850,000
18,500
1,100,000
1,091,525
15,819
1,000,000
100,000
1,000,000
1,250,000
18,500
1,850,000
11.50
11.50
11,500,000
18.00
11,757,500
100,000
100,000
100,000
15,000
110
100,000
14,500
12,500
100,000
10.0
1.90
100,000
15
100,000
100,000
120,000
100
103,308
196,425
103,308
196,425
16,336
153,404
125,000
11,802,825
16,190,861
19,492,606
19,277,786
14,969,683
1,724,100
11.50
18,500
1,850,000
1,575,000
1,824,300
1,749,300
10626
11181806
We found 120 numbers that start with the digit 2. Here they are:
239,864
23,368,116
2,494,664
26,283
2,724
20,000,000
25,000
24,000,000
2,576,498
21,550,926
23,368,116
25,165,733
204,487
2,016,961
24,875,667
24,000,000
2,400
2,329,357
2,329,357
280,635
280,635
25,000
2,500,000
250
25,000
2,575,000
258
2,410,183
2,410,441
200,000
20
22,810
22,810
2
2
2,576,498
21,550,926
209,810
205,858
25,571
247,492
23,764
2,887,000
2,329,357
26,551
26,283
2,724
250,000
25
24,771,840
25,165,733
23,864,501
2,406
26,500,000
25,000
2,000,000
241,329
241,329
22,475
2,875,000
257,500
26,500,000
25,000
24,000,000
257,500
27,964
213,914
21,980
239,864
289,451
238,186
2,801
2,765,250
289,406
250,000
277,642
277,642
20
20
2,148,217
287,212
29,433
26,283
26,283
2,724
2,724
29,007
29,007
26,283
26,283
26,283
26,283
26,551
26,551
2.95
2,724
2,724
204,487
21.00
21.00
2,466,781
22,666
2.3
2.3
20,000,000
25,000
257,500
2.5
25,000
25,000
25,000
22,810
212,761
225,000
25,165,733
236,000
271824
271824
271824
271824
We found 89 numbers that start with the digit 3. Here they are:
35,385,662
34,006
3,404,983
3,763,295
353,612
314,903
3,373,571
3,727,183
313,191
37,173,174
34,144,401
3
31,874,662
3,650
3,187
31,484
319,900
32
33,505,605
3
3
31,874,662
3,187
36,499,662
3,650
319,900
358,312
330,110
331,959
31,484
335,641
314,903
382,212
3,088,884
3,129,469
3,514,883
325,474
35,693
35,000
393,893
3,672,501
32,187
31,874,662
37,261,500
300,000
300,000
300,000
300,000
373,979
3,832,907
34,006
3,970
34,006
36,163
36,412
3,092
3,092
3,401
3,727,183
36,987
319,900
3,088,883
3,750,932
3,419,065
331,867
3
3,459,439
313,191
313,191
313,191
3.66
31.25
31.43
341,540
38,017
3,246
307
3,993,256
3,005,895
36,199,662
31,874,662
39,000
300,000
300,000
3.90
31
398,364
35,693
35,000
4's 5's 6's
We found 60 numbers that start with the digit 4. Here they are:
45,022
483,878
486,559
4,522,923
4,548,740
433,725
48,071
481,127
491,993
4,388,036
499,316
499,316
4,619,328
40,000
47,428
45,022
4,480,440
421,880
458,258
456,360
483,878
492,318
4,877,532
44,728
417,977
4.99
4.99
42,901
49,433
42,901
486,495
486,495
4.95
4.16
4.38
40.65
40.65
4.01
4.01
433,661
433,725
486,495
486,559
4.95
4.16
4.38
40.65
4.01
47
4.80
4.99
4.99
400,000
4.87
4.87
4
4,522,923
4.99
4.99
40,000
We found 54 numbers that start with the digit 5. Here they are:
5,887,947
5,144,601
5,270,404
5,384,656
5,374,662
537
537
536,944
500,000
5
50
50
5,374,662
596,707
5,748,234
50,039
5,844
575,360
535,719
508,885
591,588
591,588
5,395
596,983
557,703
506,783
578,456
529,129
500,000
500,000
5
569,419
5,164,765
5,164,765
561,095
5,270,404
5.95
5.39
57,417
5
5.0
50,000
50,000
59,149
59
50,000
50,000
5.03
50,096
500,000
500,000
5,000
5,887,947
500,000
We found 55 numbers that start with the digit 6. Here they are:
60,200
6,696
641,831
6,058,757
653,429
65,949
6,322,614
6,320,214
667,963
6,696
6,696
6,500
6,696
638,212
6,718
6,696
6,657,361
6.0
6.00
638,505
641,831
6000
640,675
699,087
659,974
647,875
61,360
6,512
6,171
6.3
601,113
601,113
645,841
6.3
6.3
6,000
61,676
61,676
6,000
6.50
6.00
660,292
68,057
653,429
64
64
64
64
656,193
656,193
6,414
6,500
6,500
661,500
638,505
7's 8's 9's
We found 24 numbers that start with the digit 7. Here they are:
77,686
779,695
762,710
72,335
76,506
762,710
7,114,586
7,864,392
762,710
762,710
750,000
773,329
779,695
7.00
753,904
753,904
799,749
799,749
77
708,879
725,000
75,000
74,550
75,000
We found 31 numbers that start with the digit 8. Here they are:
8,134,211
838,055
898,445
838,055
838,055
89,559
89,559
838,055
838,055
8,134,211
8,134,211
862,974
8
8,130,324
8,326,469
84
87,062
89,430
8
8
8
838,055
838,055
838,055
862,758
838,055
8.9
8.9
8
8
8
We found 36 numbers that start with the digit 9. Here they are:
9,003,636
9,607,766
913,097
9,106,716
9,933,396
94,747
94,997
94,747
9,763,088
95,537
95,681
950,000
950,000
950,000
931,990
9,607,766
913,097
90
95,000
96
96
96
96
965,970
99
9.11
9.11
944,389
987,361
953,461
9,089
987,361
97.1
97.1
97.1
9,607,766
While the above ECDA 10K Filed 4/15/2025 is interesting in isolation, we have found that it is also useful to take a look at older ECD AUTOMOTIVE DESIGN 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 4/15/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical ECDA 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

37.4
16.0
11.9
8.0
7.2
7.3
3.2
4.1
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL?   [ original filing ]
Total numbers found: 749

= Typical ECDA range from 11/10/2022 to 4/15/2025
36.4
19.1
15.4
6.4
6.9
5.1
3.5
4.0
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL?   [ original filing ]
Total numbers found: 376

= Typical ECDA range from 11/10/2022 to 4/15/2025
28.4
17.8
15.5
6.0
5.7
10.1
4.0
9.8
2.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 57
XBRL?   [ original filing ]
Total numbers found: 348

= Typical ECDA range from 11/10/2022 to 4/15/2025
28.8
27.8
10.8
8.8
7.8
6.4
6.1
2.0
1.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL?   [ original filing ]
Total numbers found: 295

= Typical ECDA range from 11/10/2022 to 4/15/2025
33.7
20.6
11.7
6.6
6.1
9.2
4.7
3.4
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL?   [ original filing ]
Total numbers found: 1,708

= Typical ECDA range from 11/10/2022 to 4/15/2025
30.1
20.5
13.6
6.9
11.9
5.7
4.7
4.2
2.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL?   [ original filing ]
Total numbers found: 896

= Typical ECDA range from 11/10/2022 to 4/15/2025
37.7
18.6
12.6
7.7
8.1
5.7
4.9
0.8
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 86
XBRL?   [ original filing ]
Total numbers found: 247

= Typical ECDA range from 11/10/2022 to 4/15/2025
36.9
19.8
13.6
5.0
6.7
6.2
4.1
4.5
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 536

= Typical ECDA range from 11/10/2022 to 4/15/2025
28.2
15.9
18.2
5.0
8.1
7.8
5.7
8.3
2.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 51
XBRL?   [ original filing ]
Total numbers found: 422

= Typical ECDA range from 11/10/2022 to 4/15/2025
32.5
26.7
11.6
8.3
10.1
3.2
5.1
0.7
1.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 61
XBRL?   [ original filing ]
Total numbers found: 277

= Typical ECDA range from 11/10/2022 to 4/15/2025
 

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