Custom bar labels

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Recently a colleague was requested to create a bar chart showing the performance of students in a school compared to county and state wide schools.  The solution using SGPLOT was simple as shown below.

/*--Create data--*/
data school;
  input Year Group $ Value;
  format Value percent5.1;
  datalines;
2010 School .
2010 County 0.45
2010 State 0.42
2011 School 0.54
2011 County 0.46
2011 State 0.44
run;

/*--Default bar labels--*/
title 'Student Performance';
proc sgplot data=school noborder;
  vbarparm category=year response=value / group=group groupdisplay=cluster
                  displaybaseline=auto datalabel dataskin=pressed;
  xaxis display=(noticks noline nolabel);
  yaxis display=(noticks nolabel noline) grid;
run;

This works fine.  First value is missing, so bar and label are not drawn.  Note, DISPLAYBASELINE is a SAS 9.4M5 option.  If you have an earlier version, you can just remove it.

It turns out the customer wanted a "N/A" to be displayed for the missing "School" value for 2010.  Maybe the school only started in 2011.  A solution was suggested by Dan Heath for displaying "N/A" for the missing value using the DATALABEL=column option.  Create another column that contains the text strings for the values using a put statement and replace the missing value by "N/A".

/*--Create new columns Label and Value2--*/
data school2;
  set school;
  format Value2 percent5.1;
  length label $6;
  label=ifc(value, put(value, percent5.1), "N/A");
  Value2=ifn(value, value, 0);
run;

/*--Custom bar labels--*/
title 'Student Performance';
proc sgplot data=school2 noborder;
  vbarparm category=year response=value2 / group=group groupdisplay=cluster
                  displaybaseline=auto datalabel=label nozerobars dataskin=pressed;
  xaxis display=(noticks noline nolabel);
  yaxis display=(noticks nolabel noline) grid;
run;

However, this will not work using RESPONSE=Value.  When a value is missing, the entire bar is not drawn, including any data labels (even from a different column).  So, we need to create another column "Value2" where missing is replaced by a "zero".  Then, we can use RESPONSE=Value2 DATALABEL=Label and NOZEROBARS option to get the desired results.

Now, if you want the "N/A" to be displayed with a larger font or different color, you can use a TEXT plot overlay from another column where only the "N/A" string is present and all other observations are blank.  Then, you can set different font attributes for the TEXT plot.

SGPLOT Code:  Custom_Bar_Labels

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About Author

Sanjay Matange

Director, R&D

Sanjay Matange is R&D Director in the Data Visualization Division responsible for the development and support of the ODS Graphics system, including the Graph Template Language (GTL), Statistical Graphics (SG) procedures, ODS Graphics Designer and related software. Sanjay has co-authored a book on SG Procedures with SAS/PRESS.

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