Altair® Panopticon

 

Percent of Total Reference

This aggregate works like Percent of Total, with the difference that a value from one column is compared to a total data set level sum of values from another column, which is set as the “Reference column”:

[single node value from a column] / [sum of all rows from the reference column in the dataset]

While Percent of Total will always summarize to 100% across the whole data set, this is not the case with Percent Of Weight Total, which can summarize to any number, depending on the differences between the Values and the Reference Values.

The aggregate value is calculated as a ratio between 0 and 1 and will be presented as a percentage value by applying a percent format string in the aggregation settings.

Sample 1

Group (Parent)

Member (Child)

Value

Weight value

Total Sum of Weight value

Percent of Total Reference

G1

A

10

20

125

0.08

G1

B

15

30

125

0.12

G1

C

25

50

125

0.20

G2

D

1

1.5

125

0.008

G2

E

3

1.5

125

0.024

G2

F

2

2

125

0.016

G3

G

14

7

125

0.112

G3

H

18

9

125

0.144

G3

I

8

4

125

0.064

 

Sample 1 Aggregated to Group Level

Group (Parent)

Member (Child)

Value

Weight value

Total Sum of Weight value

Percent of Total Reference

G1

 

50

100

125

0.40

G2

 

6

5

125

0.048

G3

 

40

20

125

0.32