This chart shows the distribution of messages in Recipient type - Councillors 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 - Councillors) 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 - Councillors
item
Messages
tooltip
style
series
0
5689
Actual: 5689
blue
A
1
3229
Actual: 3229
blue
A
2
1927
Actual: 1927
blue
A
3
1417
Actual: 1417
blue
A
4
1398
Actual: 1398
blue
A
5
2555
Actual: 2555
blue
A
6
6098
Actual: 6098
blue
A
7
14293
Actual: 14293
light grey
A
8
27708
Actual: 27708
berry
A
9
39601
Actual: 39601
berry
A
10
47082
Actual: 47082
berry
A
11
47526
Actual: 47526
berry
A
12
46589
Actual: 46589
berry
A
13
44680
Actual: 44680
berry
A
14
42342
Actual: 42342
berry
A
15
39797
Actual: 39797
berry
A
16
37099
Actual: 37099
blue
A
17
32570
Actual: 32570
blue
A
18
30252
Actual: 30252
blue
A
19
29115
Actual: 29115
blue
A
20
27684
Actual: 27684
blue
A
21
24054
Actual: 24054
blue
A
22
17698
Actual: 17698
blue
A
23
10381
Actual: 10381
blue
A
0
6705
Expected: 6705
dark grey
E
1
3625
Expected: 3625
dark grey
E
2
2103
Expected: 2103
dark grey
E
3
1581
Expected: 1581
dark grey
E
4
1551
Expected: 1551
dark grey
E
5
2784
Expected: 2784
dark grey
E
6
6612
Expected: 6612
dark grey
E
7
14489
Expected: 14489
dark grey
E
8
26293
Expected: 26293
dark grey
E
9
37316
Expected: 37316
dark grey
E
10
43431
Expected: 43431
dark grey
E
11
44352
Expected: 44352
dark grey
E
12
43393
Expected: 43393
dark grey
E
13
41900
Expected: 41900
dark grey
E
14
40097
Expected: 40097
dark grey
E
15
38859
Expected: 38859
dark grey
E
16
38346
Expected: 38346
dark grey
E
17
35165
Expected: 35165
dark grey
E
18
32177
Expected: 32177
dark grey
E
19
31000
Expected: 31000
dark grey
E
20
29769
Expected: 29769
dark grey
E
21
26619
Expected: 26619
dark grey
E
22
20238
Expected: 20238
dark grey
E
23
12368
Expected: 12368
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 - Councillors
Item
style
Percentage
tooltip
0
blue
-15.15
Difference: -15.15
1
blue
-10.92
Difference: -10.92
2
blue
-8.37
Difference: -8.37
3
blue
-10.37
Difference: -10.37
4
blue
-9.86
Difference: -9.86
5
blue
-8.23
Difference: -8.23
6
blue
-7.77
Difference: -7.77
7
light grey
-1.35
Difference: -1.35
8
berry
5.38
Difference: 5.38
9
berry
6.12
Difference: 6.12
10
berry
8.41
Difference: 8.41
11
berry
7.16
Difference: 7.16
12
berry
7.37
Difference: 7.37
13
berry
6.63
Difference: 6.63
14
berry
5.60
Difference: 5.6
15
berry
2.41
Difference: 2.41
16
blue
-3.25
Difference: -3.25
17
blue
-7.38
Difference: -7.38
18
blue
-5.98
Difference: -5.98
19
blue
-6.08
Difference: -6.08
20
blue
-7.00
Difference: -7.0
21
blue
-9.64
Difference: -9.64
22
blue
-12.55
Difference: -12.55
23
blue
-16.07
Difference: -16.07
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 - Councillors
Item
style
Messages
tooltip
0
blue
-1016
Difference: -1016
1
blue
-396
Difference: -396
2
blue
-176
Difference: -176
3
blue
-164
Difference: -164
4
blue
-153
Difference: -153
5
blue
-229
Difference: -229
6
blue
-514
Difference: -514
7
light grey
-196
Difference: -196
8
berry
1415
Difference: 1415
9
berry
2285
Difference: 2285
10
berry
3651
Difference: 3651
11
berry
3174
Difference: 3174
12
berry
3196
Difference: 3196
13
berry
2780
Difference: 2780
14
berry
2245
Difference: 2245
15
berry
938
Difference: 938
16
blue
-1247
Difference: -1247
17
blue
-2595
Difference: -2595
18
blue
-1925
Difference: -1925
19
blue
-1885
Difference: -1885
20
blue
-2085
Difference: -2085
21
blue
-2565
Difference: -2565
22
blue
-2540
Difference: -2540
23
blue
-1987
Difference: -1987
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.