On this page of Benford's Law Stocks.com we present our study of ALPINE 4 HOLDINGS, INC. — ticker symbol ALPP. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 6/1/2020 to 6/5/2024 for ALPINE 4 HOLDINGS, INC. under CIK number 0001606698. 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 ALPP, 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 ALPINE 4 HOLDINGS, INC. based on the past ALPP filings our system processed in the past.
31.8
20.1
10.9
8.4
7.7
6.6
6.6
3.3
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing ]
Total numbers found: 1,175
Recent share count: 24,307,469 (2's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
1175
High count compared to other filers, with ALPP falling in the highest quartile of filers. At this number count, it would take about 12 numbers to move any given column by a full percentage point.
97

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.
 • We deducted point upon observing the 8's percentage was below the typical coverage universe range.
 • We deducted point upon observing the 8's percentage was below the company's typical historical range.
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
Benford's Law Stocks Indicator
ALPP
High score compared to other filers, with ALPP falling in the highest 10% of filers.
TRU
WRK
AMTX
BPRN
WCC
XPER
AMD
ASPI
Check our work! We provide our ALPINE 4 HOLDINGS, 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 ALPP 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 374 numbers that start with the digit 1. Here they are:
125
125
125
125
1,498,539
16,068,693
17,139,944
1,647,435
1,402,788
1,969,978
19,503,485
15,478,610
15,289,327
16,407,566
1,855,605
104,500,206
145,632,214
18,249,084
11,077,614
1,555,872
1,318,885
14,020,830
14,592,813
14,049,037
15,262,494
1.00
100
10,000,000
1,068,512
107
15,000,000
1,501,840
1,529,888
151
153
143,595,686
141,723,921
122,773,253
104,500,206
145,632,214
16,366,653
16,072,507
1,412,219
115,700
14,897,570
14,897,570
18,407,843
18,407,843
1,196,297
1,051,239
1,057,365
115,544
196,276
1.49
19
1.99
1.49
19
1.99
1,068,512
107
1,529,888
153
141,723,921
1,428
1,428
1
1
1
182,589
182,589
182,589
1,068,512
107
1,528,460
153
141,906,511
162,500
16
162,500
16
1
1
1
1
1,477,400
148
1,000,661
1,000,809
1,000,809
165,289
165,289
165,289
1,528,533
153
143,072,462
149,759
149,759
149,759
1,501,840
151
143,595,686
122,773,253
1,068,512
107
1,562,635
156
130,348,267
1
1,031
1,068,512
107
1,562,635
156
130,940,797
132,307
132,309
132,309
1
172,183
172,183
172,183
1,539,806
1,539,806
1,539,806
1,068,512
107
1,562,635
156
131,300,423
1,811,595
181
188,735
19
1,042,167
1,042,186
1,042,186
1,068,512
107
1,557,947
156
141,539,601
124,874
1,118,239
115,835
1,365,062
1,013,225
135,893
17,712,972
12,454,943
140,710
11,588,783
10,272,462
1,964,000
1,092,109
1,736,410
129,145
17.7
11.1
1,993,591
18,066,098
1,993,591
16,072,507
10,186,857
1,956,614
10,160,117
1,925,058
11,262
1,055,687
1,051,239
12,940
1,068,627
11,262
1,057,365
10
12
10
11
14
10,158,312
12,975,669
1.49
19
1.49
19
1.99
1.99
10,767,541
18,830,128
10,767,541
11,581,471
18,936,129
11,581,471
12,112,504
1,161,083
12,112,504
1,161,083
14,823,297
1,103,130
14,823,297
1,103,130
14.9
10
14,897,570
18.4
11,299,860
17,818,443
12,482,232
18,407,843
151,000
15,478,610
1,958,956
1,934,916
1,871,566
1,795,302
1,911,880
1,832,680
1,944,907
1,585,379
13,391,240
12,063,124
14,821,440
15,604,909
1,555,872
14,020,830
14,049,037
133,508
15,289,327
16,407,566
15,289,327
16,407,566
1,555,872
1,318,885
14,049,037
15,262,494
15,604,909
16,581,379
1,938,803
1,172,383
11,077,614
17,699,139
10,627,950
17,699,139
17,084
100,000
11.5
12
13,750
196,250
126,482
1.7
12
1,200,000
180,037,350
1.99
1.25
158,821
1.85
111,438
111,438
10,625
10,625
13,504
13,504
158,821
1
11.78
11.12
11.12
1,630,435
1,630,435
145,000
194
11,228,351
13,735,021
13,189,382
12,566,907
17,409,026
11,477,833
103,638
1,005,749
1,526,305
1,450,696
198,237
1,478,197
1,782,798
192,744
198,093
1,706
142,378
105,908
16,366,653
16,072,507
1,322,422
1,877,443
1,324,793
1,543,245
1,635,201
1,855,395
12,210,193
12,677,889
13,141,251
15,342,234
12,868,448
171,960
101,384
105,573
196,194
105,666
103,532
110,916
1,034,321
1,489,478
1,571,784
150,785
103,438
11,372
1,462,698
1,523,811
1,196,297
1,051,239
1,887,597
1,042,559
148,902
1,512,864
1,543,245
1,531,763
1,599,196
12,210,193
12,677,889
13,186,179
15,427,910
13,206,848
16,059,629
11,309,049
16,489,038
12,569,449
13,497,381
12,897,440
1,651,865
14,632,530
18,478,440
104,500,206
145,632,214
113,592
1,963,761
1,355,728
1,355,728
1,913,310
1,833,502
1,131,434
1,905,314
1,257
12,888
1,064,533
1,100,019
16,068,693
17,139,944
1.5
100,000
1,800,000
100,000
100,000
1,050,000
1,480,500
1,050,000
100
1,577,488.97
157,748.90
10
10
12
11
1
We found 236 numbers that start with the digit 2. Here they are:
24,650,957
2,925,015
2,673,541
22,234,478
25,258,369
2,428,223
20,155,368
22,680,084
257,805
200,000,000
24,331,406
22,303,333
2,432
2,230
20,825,110
238,279
20,586,831
25,600,804
27,486,415
22,237,697
21,894,759
29,111,129
26,648,323
26,602
21,417,454
2,636,955
22,596
2,791,004
2,280,150
238,279
27,409,203
24,721,070
25,666,740
23,472,306
27,409,203
24,721,070
25,666,740
23,472,306
22,303,333
2,230
22,304,761
2,230
29,995
23,974,657
2,397
250,000
25
26,749
2
26,749
2
24,331,406
2,432
20,825,110
238,279
20,586,831
20,224,938
2,022
20,238,882
2,023
21,482
2
20,269,879
2,026
23,459
23,459
23,459
22,274,897
2,226
2,216,444
2,313,984
2,386,173
2,276,256
208,927
2,598,065
244,647
2,022,333
2,989,957
2,080,081
2,920,716
250,000
2,920,716
2,648,410
2,164,610
251,474
2,673,541
2,925,015
2,617,292
243,843
2.1
22.8
21,218,317
21,894,759
28,604,937
26,648,323
26,602
23,342,512
21,417,454
2,627,122
2,636,955
278,439
2,348,683
2,280,150
2.3
2.0
2,657,123
22,234,478
25,258,369
2,878,496
2,725,270
27,409,203
24,721,070
27,409,203
24,721,070
25,666,740
23,472,306
25,666,740
23,472,306
2,074,058
2,074,058
25,600,804
27,486,415
24,278,970
20,731,095
24,278,970
23,533,228
24,185,350
23,533,228
22,680,084
2.4
2.3
2,396,156
2,427,879
2,132,342
23,013,465
21,836,706
291,710
21,246,368
22,109,820
2,748,849
21,246,368
2.9
2.0
2,100,000
2,982,000
2,100,000
2.50
24,500
243,529
242,120
200,000
295,000,000
200,000,000
22,504,669
250,000
26,749
26,749
217,939
23,254
2,321,411
203,579
2,524,990
2,524,990
20.16
20.16
20.16
24.80
24.80
24.80
24.64
24.64
24.64
200,000
200,000
2,524,990
2,524,990
200,000
200,000
2,595
2,707,513
2,074,058
23,988,744
29,625,368
290,226
25,000
25,600,804
27,486,415
2,287,710
2,666,538
221,666
2,567,450
205,976
29,101
2,806,960
263,942
2,394,868
2,542,581
2,992,826
242,527
217,299
216,518
244,804
270,300
252,704
258,871
202,159
200,285
238,108
256,199
218,686
254,434
2,636,955
2,616,968
2,673,865
229,998
2,176,182
2,542,581
20,988,492
23,545,683
26,636,905
23,791,454
27,191,977
22,680,084
2,634,122
2,379,169
2.50
250,000
250,000
250,000
2,000,000
2,000,000
24,375
213,000
2.3
256,433
25,000
We found 128 numbers that start with the digit 3. Here they are:
36,282,609
3,201,136
33,314,866
3,104,267
3
3
3,363,107
3,138,655
3,903,281
3,303,912
36,510
356,805
31
31
3
3
3
3
3
3
3
365,463
365,464
365,464
34,622
34,622
34,622
3,999,560
3,999,560
3,999,560
373,786
33,305,413
383,358
3,295,256
366,620
3,715,666
3,853,435
365,470
34,622
35.0
35.0
3.1
34.0
31,556
3,892,019
3,903,281
356,805
3,165,876
3.1
31
31
391,004
391,004
3,098,735
353,717
3,098,735
353,717
32,974,478
32,974,478
30,631,117
30,631,117
36,282,609
3,132,726
3,104,267
35.0
3.1
3,579
378,000
386,751
33,248
353,503
36,217
36,217
353,506
3
3.51
3.50
3.50
3.50
3,579
3,579
3,579
3.50
3,579
378,000
3,864,819
3,678,052
3,098,735
3,642,191
396,194
317,357
3,713,038
3,043,644
3,805,942
3,363,107
306,425
3,585,823
3,120,210
336,401
305,485
3,903,281
331,936
314,356
317,000
308,665
346,683
340,337
351,962
33,945
3,303,912
3,723,975
3,592,218
386,728
336,401
336,498
305,413
3,345,844
3,867,141
3,870,943
3,232,559
3.50
3.3
380,000
32,000,000
38,500
3,725,000
3,725,000
300,000
4's 5's 6's
We found 99 numbers that start with the digit 4. Here they are:
44,845,599
48,902,865
4,266,350
442,962
43,692,284
40,329,177
49,188,544
490,312
490,312
41,071,672
4,960,646
400,973
40,956,128
4,764,370
40,867,608
4,764,370
4
4
4,551,866
4,551,866
4,551,866
497,475
497,500
497,500
40,867,608
40,867,608
40,867,608
4,924
4,688
4,688
4,764,370
4,764,370
4,764,370
471,178
490,312
492,469
4,698,142
450,742
419,446
4,875,062
4,642,043
496,675
480,272
4
4,448
4,764,370
4,764,370
40,867,608
4,764,370
40,867,608
4,764,370
4,305,614
4,305,614
432,830
429,888
4,342,333
404,993
442,962
4,266,350
42
4
4.25
4
4.39
463,495
4.22
40
40
40
49,604
49,604
4.20
4.20
4.20
4.20
4.75
4,641,335
4,006,665
4,171
4,417,135
487,598
42,885
422,377
434,845
4,713,623
40,329,177
49,188,544
4,602,617
4,590,240
485,435
403,258
4,408,335
40,956,128
4,764,370
4,410,564
4,487,235
4,688
41
41
We found 90 numbers that start with the digit 5. Here they are:
5,420,178
5,284,285
5,983,275
52,038,474
5,000,000
5
5
5,591,656
5,938,150
5,344,947
51,979,548
51,277,137
51,038,858
5
5
5,769,143
5,769,143
5,769,143
56
5
5
58,859,082
5
5
55,136
55,137
55,137
5
5
5
5
51,277,137
5,938,150
520,416
519,818
529,602
5,452,076
51.3
5,591,656
5,276,414
5,344,947
51,038,858
51,038,858
5,097,834
5,097,834
57,253,448
54,164,345
51,390
5,302,432
51,390
519,818
5,691,565
52.80
52,084
52.80
52,084
52.80
535,716
535,716
53,572
53,572
5.52
5.52
5.52
5.50
593
5,591,656
5,526,768
5,904,542
5,344,947
509,706
570,436
5,646,349
51,277,137
548,406
5,188,521
500,000
550,000
59,964
50
575
500,000
5
56,300
56,300
50,000
500,000
500,000
550,000
500,000
We found 77 numbers that start with the digit 6. Here they are:
6,749,890
638,250
69,992,021
69,992,021
61,617,890
62,277,188
65,555,197
6,126
69,992,021
69,992,021
64,405,467
64,405,467
61,019,702
61,019,702
65,443
65,443
65,443
62,858,642
68,084,446
68,084,447
61,318,836
69,983,881
69,983,882
66,083,206
620,051
634,484
638,250
676,442
60,283,597
62,277,188
6,268,098
676,442
602,822
62,358
675,725
665,180
68,533
6,814
6,126
68,533
6,770,676
6,165,150
623,179
6,231,797
645,065
6.02
68,410
638,250
628,474
69,391
67,400
6,764
6.16
6.16
6.16
6.16
6,764
6,394,983
65,886
618,625
6,064
656,151
627,209
630,402
610,399
620,101
649,599
6,126,408
6,426,786
6,426,786
6,496,343
600,000
620,000
660,000
66,626
610,000
600,000
7's 8's 9's
We found 77 numbers that start with the digit 7. Here they are:
7,782,514
7,318,063
7,426,814
725,302
7,215,520
75,640,193
71,734,395
77,984,543
78,349,695
707,281
742,495
7,625,097
702,411
7,224,124
7,224,124
71,734,395
77,503,538
73
71,491,475
71,491,476
7,989
75,458,889
75,458,890
7,224,124
730,345
71,552
756,870
7,860,599
7.2
7.2
707,281
78,366
7,224,124
7,224,124
7
7,224,124
7,224,124
7,354,658
7,354,658
7,457,508
7,457,508
77,984,543
78,349,695
7.8
7,782,514
767,058
796,766
7,426,814
7,215,520
757,280
7.20
7.20
7.20
7
73
7,457,508
7,996,701
77,984,543
78,349,695
7,693,654
71,284
760,724
746,827
72,433
72,338
734,413
771,294
792,765
78,269
771,908
7,224,124
7,782,514
700,000
75,000
745,000
700,000
75,000
We found 39 numbers that start with the digit 8. Here they are:
8,608,554
800,610
83,913,375
8,974,652
88,520
82,055,404
80,000
8
88,520
88,520
862,324
88,960
8,062,587
8,062,587
8,550,286
8,258,923
8,258,923
8
8
8,192,025
800,610
8.01
83,431
869,046
80,000
80
80
80
8,258,923
8,186,193
878,385
8,564,481
803,510
861,472
88,449
881,858
8
85,000
8.5
We found 55 numbers that start with the digit 9. Here they are:
906,012
948,788
995,528
988,150
906,012
91
9,584,035
9,494,937
906,012
91
91,192
91,200
91,200
906,012
91
99,248
99,248
99,248
93,197
93,197
93,197
9,515
9,173,552
9,173,733
9,173,733
9,540,530
976,470
9,043,595
9,584,035
9,494,937
9,833
9,419,043
9,116,824
947,766
993,878
9,909,623
938,863
938,863
907,063
946,241
93,000
9,490,536
96,339
979,932
985,610
903,845
916,253
980,172
98,811
98,347
916,253
9,537,146
9,844,682
900,000
900,000
While the above ALPP 10Q Filed 6/5/2024 is interesting in isolation, we have found that it is also useful to take a look at older ALPINE 4 HOLDINGS, 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 6/5/2024 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical ALPP 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

31.8
20.1
10.9
8.4
7.7
6.6
6.6
3.3
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL?   [ original filing ]
Total numbers found: 1,175

= Typical ALPP range from 6/1/2020 to 6/5/2024
36.7
14.5
12.9
7.6
6.7
6.9
6.1
4.9
3.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL?   [ original filing ]
Total numbers found: 1,232

= Typical ALPP range from 6/1/2020 to 6/5/2024
32.9
11.7
11.4
11.0
9.0
7.3
5.1
5.6
6.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL?   [ original filing ]
Total numbers found: 648

= Typical ALPP range from 6/1/2020 to 6/5/2024
36.3
14.0
12.2
7.6
8.8
6.9
4.3
3.9
6.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL?   [ original filing ]
Total numbers found: 829

= Typical ALPP range from 6/1/2020 to 6/5/2024
30.5
18.3
15.1
7.8
8.6
6.5
4.8
4.1
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL?   [ original filing ]
Total numbers found: 1,495

= Typical ALPP range from 6/1/2020 to 6/5/2024
30.6
17.5
12.9
15.0
5.8
5.4
4.7
4.4
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 73
XBRL?   [ original filing ]
Total numbers found: 1,890

= Typical ALPP range from 6/1/2020 to 6/5/2024
35.1
20.5
9.1
7.0
9.3
6.5
5.7
3.6
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL?   [ original filing ]
Total numbers found: 982

= Typical ALPP range from 6/1/2020 to 6/5/2024
33.3
13.9
10.9
8.4
8.7
7.1
6.2
6.4
5.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 81
XBRL?   [ original filing ]
Total numbers found: 1,037

= Typical ALPP range from 6/1/2020 to 6/5/2024
34.3
14.8
12.7
10.5
8.2
6.2
5.5
3.7
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL?   [ original filing ]
Total numbers found: 1,085

= Typical ALPP range from 6/1/2020 to 6/5/2024
32.0
15.2
9.7
11.2
8.2
8.3
6.2
4.3
5.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 72
XBRL?   [ original filing ]
Total numbers found: 1,006

= Typical ALPP range from 6/1/2020 to 6/5/2024
32.6
17.7
14.7
9.9
7.0
6.7
3.8
3.3
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL?   [ original filing ]
Total numbers found: 1,437

= Typical ALPP range from 6/1/2020 to 6/5/2024
32.7
19.2
12.0
8.8
9.7
5.1
5.1
3.8
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL?   [ original filing ]
Total numbers found: 692

= Typical ALPP range from 6/1/2020 to 6/5/2024
32.8
13.6
10.7
7.8
10.0
6.6
6.8
5.1
6.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 63
XBRL?   [ original filing ]
Total numbers found: 884

= Typical ALPP range from 6/1/2020 to 6/5/2024
35.4
12.5
12.2
9.2
9.6
6.9
4.2
3.9
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL?   [ original filing ]
Total numbers found: 841

= Typical ALPP range from 6/1/2020 to 6/5/2024
30.2
16.1
12.2
15.9
7.3
5.9
4.8
4.0
3.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 72
XBRL?   [ original filing ]
Total numbers found: 2,123

= Typical ALPP range from 6/1/2020 to 6/5/2024
31.2
19.0
14.8
8.8
7.6
5.2
4.5
4.0
5.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL?   [ original filing ]
Total numbers found: 1,165

= Typical ALPP range from 6/1/2020 to 6/5/2024
 

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