On this page of Benford's Law Stocks.com we present our study of VIRCO MFG CORPORATION — ticker symbol VIRC. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 9/14/2020 to 6/6/2025 for VIRCO MFG CORPORATION under CIK number 0000751365. 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 VIRC, 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 VIRCO MFG CORPORATION based on the past VIRC filings our system processed in the past.
32.3
17.8
14.8
6.7
6.2
7.7
5.9
3.0
5.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, VIRC stockholder letter ]
Total numbers found: 405
Recent share count: 16,087,082 (1's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
405
Low count compared to other filers, falling in the bottom quartile. At this number count, it would take about 4 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 point upon observing the 3's percentage was above the typical coverage universe range.
 • We deducted points upon observing the 3's percentage was above the company's typical historical range.
 • We deducted point upon observing the 4'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.
 • The 6's percentage was higher than the 5's percentage, increasing the penalty multiplier.
 • We deducted point (includes the impact of penalty multiplier) upon observing the 6's percentage was above the typical coverage universe 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.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 9's percentage was above the typical coverage universe range.
 • 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
VIRC
Normal score compared to other filers, falling within the middle 50%.
TBLA
TSCO
XERS
ST
TENB
ULH
WERN
IGC
Check our work! We provide our VIRCO MFG CORPORATION 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 VIRC 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 131 numbers that start with the digit 1. Here they are:
15,738,138
12,279
13,004
19,772
102,173
12,772
11,931
183,782
191,946
152,473
15,706
11,593
19,202
11,064
1,673
10,362
1,251
1,244
19,175
15,738,138
16,087,082
16,207,612
157
161
162
113,616
117,549
120,048
1,338
105,600
109,265
183,782
191,946
152,473
17,734
16,020
16,114
17,376
1,175
107
13
13
15,757
16,264
15,773
16,393
10
1,534
1,334
15
15
19
172
1,175
18,382
12,962
133
1,647
19,031
1,088
145
15,737
13,105
1,499
10
16,087,082
161
117,549
109,265
15,738,138
157
113,616
105,600
16,347,314
164
121,373
1,310
172
172
139,702
1,497
1,499
16,207,612
162
120,048
1,338
19,599
14,947
14,691
15,562
1,419
118
104
10
10
1,441
1,638
1,621
12,002
1.7
1.20
15.0
15.0
10.0
15,757
16,264
16
129
15,773
16,393
13
13
1,000,000
144
172
169
107
1
1,063,340
1,240,365
121,400
119,972
115,215
178,544
177,096
171,738
142,062
140,668
137,664
1.2
1.0
We found 72 numbers that start with the digit 2. Here they are:
26,867
2,595
261
258
250
2,562
237
200
206
25,000,000
27,235
26,388
20,347
2,971
215
27
208
2,871
262
2,140
2,140
23
28
2,112
2,140
203
215
291
2,444
2
2,444
25,932
26,867
248
208
29,048
2,140
2,140
28
28
2
27,235
28,183
27,703
21,357
27,588
2,358
273
2,739
237
2,562
2,693
261
258
250
2.0
2.50
250
250
216,000
236,000
217,000
20,000
26.4
25.5
2,140
28
21,000
208
27
250,000
250,000
We found 60 numbers that start with the digit 3. Here they are:
3,806
3,233
3,974
36,482
36,428
34,074
34,384
35,593
31,189
34,275
3,812
3,878
34,628
36,007
3,000,000
355
33,754
34
30
38
300
3,374
3,126
3,688
393
327
393
393
348,944
3,996
355
327
327
31,379
3,743
34,628
37,190
3.5
33.0
3,812
3,878
35.0
3.00
375
34,000
325
311
35
30
30
30.0
3.4
3,731
3,731
3,731
36,482
36,428
34,074
3
3
4's 5's 6's
We found 27 numbers that start with the digit 4. Here they are:
4,060
41,661
46,993
48,406
422
46,735
4,507
4,000
4,457
4,642
422
4
4,000
49,192
4,073
4,136
4,323
4,073
4,136
42.9
4.0
4.1
4.0
441,000
43
43
4.2
We found 25 numbers that start with the digit 5. Here they are:
55,647
5,862
5,821
5,202
5,626
564
5,286
50
55,647
560,000
5
5
5.8
521,859
545,000
500
500
500
500
50,000
50,000
52,050
52,030
51,575
523
We found 31 numbers that start with the digit 6. Here they are:
644
66
6,274
6,705
6,221
6,255
6,746
6,766
60
67
665
62
63
638
64
644
60
67
67
63
63
6.36
6,817
6,766
60.0
60
63
63
694
657
657
7's 8's 9's
We found 24 numbers that start with the digit 7. Here they are:
74,029
71,333
7,458
780
795
731
732
732
732
720
710
732
732
74,029
71,333
72
726,700
7,016
70.0
7.5
732
75
706
706
We found 12 numbers that start with the digit 8. Here they are:
810
8,528
8,867
806
897
8,867
8,528
8.0
85
85
8
8
We found 23 numbers that start with the digit 9. Here they are:
935
94,282
95,789
9,631
9,687
9,480
915
91,637
94
994
90
941
935
971
91,179
91,637
954
9.82
9,698
9,425
9,587
9,922
90
While the above VIRC 10Q Filed 6/6/2025 is interesting in isolation, we have found that it is also useful to take a look at older VIRCO MFG CORPORATION 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 6/6/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical VIRC 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

32.3
17.8
14.8
6.7
6.2
7.7
5.9
3.0
5.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL?   [ original filing ]
Total numbers found: 405

= Typical VIRC range from 9/14/2020 to 6/6/2025
39.1
16.9
10.9
6.2
9.6
5.5
3.6
3.8
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 78
XBRL?   [ original filing ]
Total numbers found: 532

= Typical VIRC range from 9/14/2020 to 6/6/2025
35.5
14.1
11.3
8.4
7.6
8.4
6.5
5.3
2.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL?   [ original filing ]
Total numbers found: 524

= Typical VIRC range from 9/14/2020 to 6/6/2025
34.3
15.3
10.0
8.8
8.4
9.4
6.0
3.0
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 79
XBRL?   [ original filing ]
Total numbers found: 668

= Typical VIRC range from 9/14/2020 to 6/6/2025
40.3
11.6
10.5
9.4
11.6
6.6
3.9
3.0
3.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 86
XBRL?   [ original filing ]
Total numbers found: 362

= Typical VIRC range from 9/14/2020 to 6/6/2025
39.2
15.5
9.0
6.9
11.3
6.0
4.6
4.6
2.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL?   [ original filing ]
Total numbers found: 521

= Typical VIRC range from 9/14/2020 to 6/6/2025
35.5
11.8
12.2
9.9
10.3
8.7
5.2
4.7
1.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 84
XBRL?   [ original filing ]
Total numbers found: 516

= Typical VIRC range from 9/14/2020 to 6/6/2025
32.1
18.4
10.3
8.4
10.6
6.9
4.9
4.1
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 700

= Typical VIRC range from 9/14/2020 to 6/6/2025
38.8
17.7
9.8
6.9
8.2
7.7
4.0
2.6
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 88
XBRL?   [ original filing ]
Total numbers found: 379

= Typical VIRC range from 9/14/2020 to 6/6/2025
36.2
16.0
9.9
7.7
7.5
9.1
4.0
4.2
5.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 67
XBRL?   [ original filing ]
Total numbers found: 506

= Typical VIRC range from 9/14/2020 to 6/6/2025
41.5
11.2
9.4
8.1
10.0
7.7
6.5
3.9
1.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL?   [ original filing ]
Total numbers found: 509

= Typical VIRC range from 9/14/2020 to 6/6/2025
36.9
15.8
8.5
9.1
8.7
7.9
6.3
2.5
4.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 86
XBRL?   [ original filing ]
Total numbers found: 669

= Typical VIRC range from 9/14/2020 to 6/6/2025
38.0
13.6
10.2
11.0
11.5
4.5
4.8
3.5
2.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 65
XBRL?   [ original filing ]
Total numbers found: 374

= Typical VIRC range from 9/14/2020 to 6/6/2025
35.9
15.4
12.5
6.2
11.6
6.4
4.4
5.0
2.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL?   [ original filing ]
Total numbers found: 518

= Typical VIRC range from 9/14/2020 to 6/6/2025
34.6
14.9
13.3
8.4
9.5
6.4
3.5
5.1
4.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 549

= Typical VIRC range from 9/14/2020 to 6/6/2025
32.3
16.2
9.7
9.3
8.9
9.3
5.5
4.7
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 677

= Typical VIRC range from 9/14/2020 to 6/6/2025
39.8
12.0
10.1
7.4
10.6
8.7
4.6
4.4
2.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 91
XBRL?   [ original filing ]
Total numbers found: 367

= Typical VIRC range from 9/14/2020 to 6/6/2025
37.0
15.6
8.9
8.7
9.3
8.5
4.5
3.0
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL?   [ original filing ]
Total numbers found: 508

= Typical VIRC range from 9/14/2020 to 6/6/2025
41.3
11.3
10.1
8.4
12.1
5.8
5.3
3.5
2.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL?   [ original filing ]
Total numbers found: 513

= Typical VIRC range from 9/14/2020 to 6/6/2025
34.3
17.6
8.2
9.3
9.4
5.6
7.1
4.6
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL?   [ original filing ]
Total numbers found: 680

= Typical VIRC range from 9/14/2020 to 6/6/2025
 

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