This chart shows the distribution of messages in Recipient type - MP for Messages by hour of day.
This analysis has used a chi-square test to examine the differences between this distribution and how it would be expected to be distributed if behaved identically to the general dataset (all messages).
The test statistic is 10,745.92 and the p-value is <0.00001.
As each graph only explores the interaction of two variables analysis may be incomplete or misleading where other variables interact with both. A relationship can be statistically significant without necessarily implying one causes the other.
Columns in Red and Blue have at least a 95% chance of a real difference from the general dataset and at least a 1% different from the expected value.
Red means a category has more reports than expected. Blue means it has less.
This chart shows the percentage of this type or report (Recipient type - MP) as a percentage of reports of the same category in the overall dataset.
Dataframe for chart: Actual vs expected
Subtitles:
Messages by hour of day
WriteToThem - Recipient type - MP
item
Messages
tooltip
style
series
0
13993
Actual: 13993
blue
A
1
7271
Actual: 7271
blue
A
2
4284
Actual: 4284
blue
A
3
3148
Actual: 3148
blue
A
4
3269
Actual: 3269
blue
A
5
6426
Actual: 6426
light grey
A
6
15892
Actual: 15892
berry
A
7
34657
Actual: 34657
berry
A
8
61299
Actual: 61299
berry
A
9
85718
Actual: 85718
berry
A
10
97902
Actual: 97902
light grey
A
11
99952
Actual: 99952
light grey
A
12
96432
Actual: 96432
blue
A
13
94656
Actual: 94656
light grey
A
14
90359
Actual: 90359
light grey
A
15
89528
Actual: 89528
berry
A
16
88052
Actual: 88052
berry
A
17
82253
Actual: 82253
berry
A
18
74418
Actual: 74418
berry
A
19
71504
Actual: 71504
berry
A
20
67470
Actual: 67470
light grey
A
21
59643
Actual: 59643
blue
A
22
45030
Actual: 45030
blue
A
23
27023
Actual: 27023
blue
A
0
15243
Expected: 15243
dark grey
E
1
8242
Expected: 8242
dark grey
E
2
4781
Expected: 4781
dark grey
E
3
3594
Expected: 3594
dark grey
E
4
3526
Expected: 3526
dark grey
E
5
6329
Expected: 6329
dark grey
E
6
15030
Expected: 15030
dark grey
E
7
32935
Expected: 32935
dark grey
E
8
59766
Expected: 59766
dark grey
E
9
84825
Expected: 84825
dark grey
E
10
98723
Expected: 98723
dark grey
E
11
100818
Expected: 100818
dark grey
E
12
98638
Expected: 98638
dark grey
E
13
95243
Expected: 95243
dark grey
E
14
91144
Expected: 91144
dark grey
E
15
88332
Expected: 88332
dark grey
E
16
87164
Expected: 87164
dark grey
E
17
79933
Expected: 79933
dark grey
E
18
73142
Expected: 73142
dark grey
E
19
70467
Expected: 70467
dark grey
E
20
67668
Expected: 67668
dark grey
E
21
60508
Expected: 60508
dark grey
E
22
46003
Expected: 46003
dark grey
E
23
28115
Expected: 28115
dark grey
E
This chart draws out differences between actual and expected values in this dataset (how far off this category is from the typical distribution of the wider data).
This helps to demonstrate the scale of any deviation from the general dataset. When the amount of data available is large, a difference can be statistically significant while being relatively small.
Dataframe for chart: Percentage difference
Subtitles:
A red bar means the value is higher than expected for a 'typical' message, blue means it is lower.
WriteToThem - Recipient type - MP
Item
style
Percentage
tooltip
0
blue
-8.20
Difference: -8.2
1
blue
-11.78
Difference: -11.78
2
blue
-10.40
Difference: -10.4
3
blue
-12.41
Difference: -12.41
4
blue
-7.29
Difference: -7.29
5
light grey
1.53
Difference: 1.53
6
berry
5.74
Difference: 5.74
7
berry
5.23
Difference: 5.23
8
berry
2.57
Difference: 2.57
9
berry
1.05
Difference: 1.05
10
light grey
-0.83
Difference: -0.83
11
light grey
-0.86
Difference: -0.86
12
blue
-2.24
Difference: -2.24
13
light grey
-0.62
Difference: -0.62
14
light grey
-0.86
Difference: -0.86
15
berry
1.35
Difference: 1.35
16
berry
1.02
Difference: 1.02
17
berry
2.90
Difference: 2.9
18
berry
1.74
Difference: 1.74
19
berry
1.47
Difference: 1.47
20
light grey
-0.29
Difference: -0.29
21
blue
-1.43
Difference: -1.43
22
blue
-2.12
Difference: -2.12
23
blue
-3.88
Difference: -3.88
This chart shows the percentage difference between the expected and actual result - representing the scale of difference between this category and the general dataset.
Dataframe for chart: Absolute difference
Subtitles:
A red bar means the value is higher than expected for a 'typical' message, blue means it is lower.
WriteToThem - Recipient type - MP
Item
style
Messages
tooltip
0
blue
-1250
Difference: -1250
1
blue
-971
Difference: -971
2
blue
-497
Difference: -497
3
blue
-446
Difference: -446
4
blue
-257
Difference: -257
5
light grey
97
Difference: 97
6
berry
862
Difference: 862
7
berry
1722
Difference: 1722
8
berry
1533
Difference: 1533
9
berry
893
Difference: 893
10
light grey
-821
Difference: -821
11
light grey
-866
Difference: -866
12
blue
-2206
Difference: -2206
13
light grey
-587
Difference: -587
14
light grey
-785
Difference: -785
15
berry
1196
Difference: 1196
16
berry
888
Difference: 888
17
berry
2320
Difference: 2320
18
berry
1276
Difference: 1276
19
berry
1037
Difference: 1037
20
light grey
-198
Difference: -198
21
blue
-865
Difference: -865
22
blue
-973
Difference: -973
23
blue
-1092
Difference: -1092
This chart shows the absolute difference between the expected and actual result - representing how many more or less reports were received in this category compared to what was expected.