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Creating Bins and Calculating Average # of Bills

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Occasional Contributor
Posts: 10

Creating Bins and Calculating Average # of Bills

Hello all,

I am new to SAS, and I would like help creating code for percent change bins, and it also counts the number of bills within each bin and the average of the old and new bills. The bins range from < -0.2 to >= 0.2 increasing by 0.05. Any help would be greatly appreciated.

 

         < -0.2

-0.2 to -0.15

-0.15 to -0.1

So on.

 

Input

OldBill

NewBill

PercentChange

$124.10

$149.13

20%

$107.63

$132.29

23%

$97.68

$130.62

34%

$147.68

$161.38

9%

$212.68

$190.74

(10%)

$376.64

$266.43

(29%)

$425.59

$292.86

(31%)

$383.71

$271.55

(29%)

$378.74

$269.02

(29%)

$223.95

$190.27

(15%)

$119.50

$139.74

17%

$121.51

$143.21

18%

$21.58

$23.89

11%

$27.91

$22.82

(18%)

$26.23

$22.03

(16%)

 

Output

Percent Change

NumberBills

AvgOldBill

AvgNewBill

<-0.2

4

$391.17

$274.96

-0.2--0.15

3

$92.70

$78.37

-0.15--0.1

1

$212.68

$190.74

0.05-0.1

1

$147.68

$161.38

0.1-0.15

1

$21.58

$23.89

0.15-0.2

2

$120.51

$141.47

>0.2

3

$109.80

$137.35

Super User
Posts: 10,500

Re: Creating Bins and Calculating Average # of Bills

A custom format for the percent of change will help do the grouping BUT first you need to indicate which end of the ranges the exact values belong in.

For example you show a value of 20%, which would be .2. With displayed bound of 0.15 - 0.2 and >0.2 which one does it display?

so is the range actually:

0.15 (inclusive) up to but not including 0.2

not including 0.15 up to and including 0.2

 

And is the pattern consisitent as is is the lower bound or upper bound inclusive for each value?

I am guessing that you could want something like

proc format;
value myperc
low   -< -0.2  = '<-0.2'
-0.2  -< -0.15 = '-0.2 < -0.15'
-0.15 -< -0.1  = '-0.15 < -0.1'
-0.1  -< -0.05 = '-0.1 < -0.05'
-0.05 -< 0     = '-0.05 < 0'
0     -<  0.05 = ' 0 < 0.05'
0.05  -< 0.1   = '0.05 < 0.1'
0.1   -< 0.15  = '0.1 < 0.15'
0.15  -< 0.2   = '0.15 < 0.2'
0.2 - high     = '>0.2'
run;

proc tabulate data= have;
   class percentchange /order=internal;
   format percentchange myperc.;
   var OldBill NewBill;
   table percentchange, n='NumberBills' (OldBill='AvgOldBill' NewBill='AvgNewBill')*mean=''*f=Dollar9.2;
run;
         
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