This chart shows the distribution of messages in Recipient type - Lords 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 - Lords) 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 - Lords
item
Messages
tooltip
style
series
0
1296
Actual: 1296
berry
A
1
673
Actual: 673
berry
A
2
411
Actual: 411
berry
A
3
288
Actual: 288
berry
A
4
250
Actual: 250
berry
A
5
325
Actual: 325
light grey
A
6
665
Actual: 665
blue
A
7
1414
Actual: 1414
blue
A
8
2519
Actual: 2519
blue
A
9
3737
Actual: 3737
blue
A
10
4729
Actual: 4729
blue
A
11
5029
Actual: 5029
light grey
A
12
4882
Actual: 4882
light grey
A
13
4702
Actual: 4702
light grey
A
14
4723
Actual: 4723
light grey
A
15
4450
Actual: 4450
light grey
A
16
4333
Actual: 4333
light grey
A
17
4016
Actual: 4016
light grey
A
18
3377
Actual: 3377
blue
A
19
3501
Actual: 3501
light grey
A
20
3527
Actual: 3527
light grey
A
21
3154
Actual: 3154
light grey
A
22
2866
Actual: 2866
berry
A
23
1919
Actual: 1919
berry
A
0
771
Expected: 771
dark grey
E
1
416
Expected: 416
dark grey
E
2
241
Expected: 241
dark grey
E
3
181
Expected: 181
dark grey
E
4
178
Expected: 178
dark grey
E
5
320
Expected: 320
dark grey
E
6
760
Expected: 760
dark grey
E
7
1666
Expected: 1666
dark grey
E
8
3023
Expected: 3023
dark grey
E
9
4291
Expected: 4291
dark grey
E
10
4994
Expected: 4994
dark grey
E
11
5100
Expected: 5100
dark grey
E
12
4989
Expected: 4989
dark grey
E
13
4818
Expected: 4818
dark grey
E
14
4610
Expected: 4610
dark grey
E
15
4468
Expected: 4468
dark grey
E
16
4409
Expected: 4409
dark grey
E
17
4043
Expected: 4043
dark grey
E
18
3700
Expected: 3700
dark grey
E
19
3564
Expected: 3564
dark grey
E
20
3423
Expected: 3423
dark grey
E
21
3061
Expected: 3061
dark grey
E
22
2327
Expected: 2327
dark grey
E
23
1422
Expected: 1422
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 - Lords
Item
style
Percentage
tooltip
0
berry
68.09
Difference: 68.09
1
berry
61.78
Difference: 61.78
2
berry
70.54
Difference: 70.54
3
berry
59.12
Difference: 59.12
4
berry
40.45
Difference: 40.45
5
light grey
1.56
Difference: 1.56
6
blue
-12.50
Difference: -12.5
7
blue
-15.13
Difference: -15.13
8
blue
-16.67
Difference: -16.67
9
blue
-12.91
Difference: -12.91
10
blue
-5.31
Difference: -5.31
11
light grey
-1.39
Difference: -1.39
12
light grey
-2.14
Difference: -2.14
13
light grey
-2.41
Difference: -2.41
14
light grey
2.45
Difference: 2.45
15
light grey
-0.40
Difference: -0.4
16
light grey
-1.72
Difference: -1.72
17
light grey
-0.67
Difference: -0.67
18
blue
-8.73
Difference: -8.73
19
light grey
-1.77
Difference: -1.77
20
light grey
3.04
Difference: 3.04
21
light grey
3.04
Difference: 3.04
22
berry
23.16
Difference: 23.16
23
berry
34.95
Difference: 34.95
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 - Lords
Item
style
Messages
tooltip
0
berry
525
Difference: 525
1
berry
257
Difference: 257
2
berry
170
Difference: 170
3
berry
107
Difference: 107
4
berry
72
Difference: 72
5
light grey
5
Difference: 5
6
blue
-95
Difference: -95
7
blue
-252
Difference: -252
8
blue
-504
Difference: -504
9
blue
-554
Difference: -554
10
blue
-265
Difference: -265
11
light grey
-71
Difference: -71
12
light grey
-107
Difference: -107
13
light grey
-116
Difference: -116
14
light grey
113
Difference: 113
15
light grey
-18
Difference: -18
16
light grey
-76
Difference: -76
17
light grey
-27
Difference: -27
18
blue
-323
Difference: -323
19
light grey
-63
Difference: -63
20
light grey
104
Difference: 104
21
light grey
93
Difference: 93
22
berry
539
Difference: 539
23
berry
497
Difference: 497
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.