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Attendance Heatmap

Punch density by day-of-week and hour — identify chronic late days or understaffed slots.

Punch Density Heatmap
Check-in volume by day-of-week and hour — darker = busier
6am
8am
10am
12pm
2pm
4pm
6pm
8pm
Mon
12
45
38
22
28
35
18
8
Tue
15
52
42
25
30
38
20
6
Wed
10
48
40
24
32
36
22
10
Thu
14
50
41
26
29
37
19
7
Fri
18
55
44
28
33
40
24
12
Sat
5
12
8
6
4
8
5
2
Sun
3
8
5
4
3
6
4
1