SteelBench / data_distribution.md
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Add data distribution tables for RAI documentation
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SteelBench Data Distribution

Action Class Distribution

Code Count %
A1 764 14.5%
A2 36 0.7%
A3 27 0.5%
A4 142 2.7%
A5 68 1.3%
B1 720 13.7%
B2 110 2.1%
B3 47 0.9%
B4 19 0.4%
B5 549 10.4%
B6 30 0.6%
B7 536 10.2%
B8 77 1.5%
B9 152 2.9%
C1 20 0.4%
C2 38 0.7%
C3 31 0.6%
C4 9 0.2%
D1 61 1.2%
D2 64 1.2%
D3 4 0.1%
E1 397 7.6%
E2 284 5.4%
F1 762 14.5%
F2 302 5.7%
X1 6 0.1%

Total person-level instances: 5255

Site Distribution

Site Clips %
CRM 1&2 211 15.7%
Tippler 3&4 158 11.7%
ASP 156 11.6%
CRM 142 10.6%
RERS 124 9.2%
Tippler 1&2 123 9.1%
Sinter Plant 105 7.8%
HME 56 4.2%
BF Conveyor 54 4.0%
RED 43 3.2%
SMS 1 41 3.0%
RMHP 40 3.0%
BF CDI 35 2.6%
CO - ASF 30 2.2%
RERS 2 26 1.9%
TAR Plant 1 0.1%

Visibility Conditions (multi-label)

Condition Clips
clear 634
dust 610
glare 480
low_light 211
steam 49
smoke 19

Worker Count Distribution

Workers Clips
1 148
2 240
3 204
4 120
5 95
6 79
7 62
8 89
9 53
10 60
11 25
12 38
13 32
14 18
15 26
16 19
17 16
18 11
19 5
20 3
21 2