如何用SAS画统计图，这是我的学习分享！

BUTTERFLY GROUP BAR CHART

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: BUTTERFLY GROUP BAR CHART (Clinical Trial Reporting)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180205
   
6.    From: Clinical Trial Reporting Using SAS/GRAPH? SG Procedures
   
7.          http://support.sas.com/resources/papers/proceedings09/174-2009.pdf
   
8.    History: 20180205;
   
9. %mend;
   
10. 
    
11. /*建立数据集cancer,用于后续画图*/
    
12. data cancer;
    
13. /*label response = 'Mean Clinical Response'    label会体现在图的x、y轴label
    
14.       visit    = 'Visit';*/
    
15. input cause :$20.
    
16.       mcases
    
17.       fcases
    
18.       mdeaths
    
19.       fdeaths
    
20.       deaths;
    
21. cards;
    
22. Lung_Cancer -114760 98620 -89510 70880 160390
    
23. Colorectal_Cancer -55290 57050 -26000 26180 52180
    
24. Breast_Cancer -2030 178480 -450 40460 40910
    
25. ;
    
26. run;
    
27. 
    
28. proc format;
    
29. picture positive low-<0='000,000'
    
30. 0<-high='000,000';
    
31. run;
    
32. proc sort data=cancer;
    
33. by descending deaths;
    
34. run;
    
35. 
    
36. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
37. ods listing gpath='C:\Users\Administrator\Desktop\test20180205';
    
38. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
39. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
40. ods graphics off;
    
41. 
    
42. /*BUTTERFLY GROUP BAR CHART*/
    
43. proc sgplot data=cancer;
    
44.    format mcases mdeaths
    
45.    fcases fdeaths positive.;
    
46.    hbar cause / response=mcases
    
47.    fillattrs=graphdata1 transparency=.65
    
48.    legendlabel="New Cases (Male)"
    
49.    name="mcases" ;
    
50.    hbar cause / response=mdeaths
    
51.    barwidth=.5
    
52.    fillattrs=graphdata1 transparency=.25
    
53.    legendlabel="Deaths (Male)"
    
54.    name="mdeaths" ;
    
55.    hbar cause / response=fcases
    
56.    fillattrs=graphdata2 transparency=.65
    
57.    legendlabel="New Cases (Female)"
    
58.    name="fcases";
    
59.    hbar cause / response=fdeaths
    
60.    barwidth=.5
    
61.    fillattrs=graphdata2 transparency=.25
    
62.    legendlabel="Deaths (Female)"
    
63.    name="fdeaths";
    
64.    keylegend "mcases" "fcases" "mdeaths"
    
65.    "fdeaths" / across=2;
    
66.    xaxis label=" " grid;
    
67.    yaxis label=" " discreteorder=data;
    
68. run;
    
69. 
    
70. ods _all_ close;
    
71. /*ods html;      最好将ods destination恢复至默认的html*/

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Logarithmic Scale on the Y Axis

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Logarithmic Scale on the Y Axis (Clinical Trial Reporting)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180206
   
6.    From: Clinical Trial Reporting Using SAS/GRAPH? SG Procedures
   
7.          http://support.sas.com/resources/papers/proceedings09/174-2009.pdf
   
8.    History: 20180206;
   
9. %mend;
   
10. 
    
11. /*建立数据集diabetes,用于后续画图*/
    
12. data diabetes;
    
13. /*label response = 'Mean Clinical Response'    label会体现在图的x、y轴label
    
14.       visit    = 'Visit';*/
    
15. input age Cpeptide;
    
16. cards;
    
17. 5.2 4.8
    
18. 8.8 4.1
    
19. 10.5 5.2
    
20. 10.6 5.5
    
21. 1 3
    
22. 1.5 4
    
23. 8 4.9
    
24. 10 5.9
    
25. 10.8 5.8
    
26. 15 5.9
    
27. 14.8 5.8
    
28. 3 5.9
    
29. 4 5.8
    
30. 5 5.9
    
31. 12.8 5.8
    
32. ;
    
33. run;
    
34. 
    
35. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
36. ods listing gpath='C:\Users\Administrator\Desktop\test20180206';
    
37. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
38. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
39. ods graphics off;
    
40. 
    
41. /*Logarithmic Scale on the Y Axis*/
    
42. proc sgplot data=diabetes;
    
43.    pbspline x=age y=Cpeptide /
    
44.    clm="99% CLM" cli="99% CLI"
    
45.    markerattrs=(symbol=squarefilled);
    
46.    refline 4.4817 / label='1.5'
    
47.    labelpos=min;
    
48.    yaxis type=log logbase=e
    
49.    logstyle=logexponent
    
50.    label='log (base e) C-peptide';
    
51. run;
    
52. 
    
53. ods _all_ close;
    
54. /*ods html;      最好将ods destination恢复至默认的html*/

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Customized GTL Code_before GTL

Customized GTL Code_after GTL

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Customized GTL Code (Clinical Trial Reporting)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180206
   
6.    From: Clinical Trial Reporting Using SAS/GRAPH? SG Procedures
   
7.          http://support.sas.com/resources/papers/proceedings09/174-2009.pdf
   
8.    History: 20180206;
   
9. %mend;
   
10. 
    
11. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
12. ods listing gpath='C:\Users\Administrator\Desktop\test20180206_1';
    
13. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
14. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
15. ods graphics off;
    
16. 
    
17. /*Customized GTL Code*/
    
18. proc sgplot data=sashelp.class;
    
19.    scatter x=weight y=height;
    
20.    refline 100 / axis=x labelloc=inside label='Weight=100 lb' ;
    
21. run;
    
22. 
    
23. proc template;
    
24.    define statgraph mysgplot;
    
25.    begingraph;
    
26.       layout overlay;
    
27.          ScatterPlot X=Weight Y=Height / primary=true LegendLabel="Height" name="scatter";
    
28.          ReferenceLine x=100 / clip=true CurveLabel="Weight=100 lb"
    
29.          CurveLabelLocation=Inside curvelabelattrs=(color=red style=italic size=12pt);
    
30.       endlayout;
    
31.    endgraph;
    
32.    end;
    
33. run;
    
34. 
    
35. proc sgrender data=sashelp.class
    
36.    template=mysgplot;
    
37. run;
    
38. 
    
39. ods _all_ close;
    
40. /*ods html;      最好将ods destination恢复至默认的html*/

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20180229_Scatter Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Scatter Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
12. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
13. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
14. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
15. ods graphics off;
    
16. 
    
17. /*Scatter Plot*/
    
18. proc template; /*建立模板*/
    
19. define statgraph Fig_4_2_1;   /*模板名为Fig_4_2_1*/
    
20. begingraph;
    
21. entrytitle 'Weight by Height';   /*指定title*/
    
22. layout overlay / xaxisopts=(griddisplay=on) yaxisopts=(griddisplay=on); /*画网格*/
    
23.    scatterplot x=height y=weight / group=sex datalabel=name name='a';/*画散点图*/
    
24.    discretelegend 'a' / location=inside title='Sex:' halign=right valign=bottom ;/*图例*/
    
25. endlayout;
    
26. endgraph;
    
27. end;
    
28. run;
    
29. proc sgrender data=sashelp.class template= Fig_4_2_1;
    
30. run;
    
31. 
    
32. ods _all_ close;
    
33. /*ods html;      最好将ods destination恢复至默认的html*/

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Series Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Series Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. /*建立数据集diabetes,用于后续画图*/
    
12. data GTL_GS_SeriesGroup;
    
13. format Date Date9.;
    
14. do i=0 to 334 by 30;
    
15.    date='01jan2009'd+i;
    
16.    if mod (i, 30) =0 then freq=1; else freq=0;
    
17.    Drug='Drug A'; Val = 16+ 3*sin(i/90+0.5) + 1*sin(3*i/90+0.7); output;
    
18.    Drug='Drug B'; Val = 10+ 3*sin(i/90+0.5) + 1*cos(3*i/90+0.7); output;
    
19.    Drug='Drug C'; Val =  6+ 3*cos(i/90+0.5) + 1*sin(3*i/90+0.7); output;
    
20. end;
    
21. run;
    
22. 
    
23. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
24. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
25. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
26. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
27. ods graphics off;
    
28. 
    
29. /*Series Plot*/
    
30. proc template;
    
31. define statgraph Fig_4_2_2;
    
32. dynamic _title;/*有用吗？*/
    
33. begingraph / subpixel=on;/*配合smoothconnect=true，使图片更加光滑*/
    
34. entrytitle 'Response by Time by Treatment';
    
35. layout overlay / yaxisopts=(griddisplay=on label='Response')
    
36.    xaxisopts=(griddisplay=on display=(ticks tickvalues));
    
37.    seriesplot x=date y=val / group=drug curvelabel=drug display=(markers)/*marker为drug值*/
    
38.       smoothconnect=true lineattrs=(thickness=2);/*smoothconnect类似样条曲线*/
    
39. endlayout;
    
40. endgraph;
    
41. end;
    
42. run;
    
43. proc sgrender data=GTL_GS_SeriesGroup template=Fig_4_2_2;
    
44. run;
    
45. 
    
46. ods _all_ close;
    
47. /*ods html;      最好将ods destination恢复至默认的html*/

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Step Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Step Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. /*建立数据集diabetes,用于后续画图*/
    
12. data GTL_GS_stepGroup;
    
13. format Date Date9.;
    
14. do i=0 to 334 by 40;
    
15.    date='01jan2009'd+i;
    
16.    if mod (i, 30) =0 then freq=1; else freq=0;
    
17.    Drug='Drug A'; Val = 16+ 3*sin(i/90+0.5) + 1*sin(3*i/90+0.7);
    
18.    upper=val*1.1; lower=val*0.95; output;
    
19.    Drug='Drug B'; Val = 11+ 3*sin(i/90+0.5) + 1*cos(3*i/90+0.7);
    
20.    upper=val*1.1; lower=val*0.95; output;
    
21.    if i > 150 and i < 210 then val=.;
    
22.    else Val = 7+ 3*cos(i/90+0.5) + 1*sin(3*i/90+0.7);
    
23.    Drug='Drug C'; upper=val*1.1; lower=val*0.95; output;
    
24. end;
    
25. run;
    
26. 
    
27. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
28. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
29. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
30. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
31. ods graphics off;
    
32. 
    
33. /*Step Plot*/
    
34. proc template;
    
35. define statgraph Fig_4_2_3;
    
36. begingraph;
    
37. entrytitle 'Response and CL by Time and Treatment';
    
38. layout overlay / xaxisopts=(display=(ticks tickvalues line))
    
39.    yaxisopts=(display=(ticks tickvalues line));
    
40.    stepplot x=date y=val / group=drug name='s' errorupper=upper
    
41.             errorlower=lower lineattrs=(pattern=solid) justify=center
    
42.             display=(markers) markerattrs=(symbol=circlefilled) break=true
    
43.             curvelabel=drug curvelabelposition=min;
    
44. endlayout;
    
45. endgraph;
    
46. end;
    
47. run;
    
48. proc sgrender data=GTL_GS_stepGroup template=Fig_4_2_3;
    
49. run;
    
50. 
    
51. ods _all_ close;
    
52. /*ods html;      最好将ods destination恢复至默认的html*/

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Band Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Band Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. /*建立数据集GTL_GS_bandGroup,用于后续画图*/
    
12. data GTL_GS_bandGroup;
    
13. format Date Date9.;
    
14. do i=0 to 334 by 1;
    
15.    date='01jan2009'd+i;
    
16.    if mod (i, 30) =0 then freq=1; else freq=0;
    
17.    Drug='Drug A'; Val = 16+ 3*sin(i/90+0.5) + 1*sin(3*i/90+0.7); upper=val*1.1; lower=val*0.95; output;
    
18.    Drug='Drug B'; Val = 11+ 3*sin(i/90+0.5) + 1*cos(3*i/90+0.7); upper=val*1.1; lower=val*0.95; output;
    
19.    Drug='Drug C'; Val = 12+ 3*cos(i/90+0.5) + 1*sin(3*i/90+0.7); upper=val*1.1; lower=val*0.95; output;
    
20. end;
    
21. run;
    
22. 
    
23. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
24. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
25. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
26. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
27. ods graphics off;
    
28. 
    
29. /*Band Plot*/
    
30. proc template;
    
31. define statgraph Fig_4_2_4;
    
32. dynamic _title;
    
33. begingraph / subpixel=on;
    
34. entrytitle 'Response over Time';
    
35. layout overlay / yaxisopts=(label='Response') xaxisopts=(display=(ticks tickvalues));
    
36.    bandplot x=date limitupper=upper limitlower=lower /
    
37.             group=drug display=(fill outline)
    
38.             outlineattrs=(pattern=solid thickness=2)
    
39.             fillattrs=(transparency=0.5) name='a';
    
40.    discretelegend 'a' / location=inside halign=right valign=top across=1;
    
41. endlayout;
    
42. endgraph;
    
43. end;
    
44. run;
    
45. proc sgrender data=GTL_GS_bandGroup template=Fig_4_2_4;
    
46. run;
    
47. 
    
48. ods _all_ close;
    
49. /*ods html;      最好将ods destination恢复至默认的html*/

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High Low Plot (TYPE = Bar)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: High Low Plot (TYPE = Bar) (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. /*建立数据集GTL_GS_highlow,用于后续画图*/
    
12. data GTL_GS_highlow;
    
13. length cap $ 12;
    
14. input drug $ low high cap $;
    
15. datalines;
    
16. A      10 20 NONE
    
17. A      30 60 NONE
    
18. B      20 35 NONE
    
19. B      50 75 NONE
    
20. C      30 90 FILLEDARROW
    
21. ;
    
22. run;
    
23. 
    
24. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
25. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
26. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
27. /*ods graphics on / imagename="picture" outputfmt=pdf;     图片名称picture，输出类型pdf*/
    
28. ods graphics off;
    
29. 
    
30. /*High Low Plot (TYPE = Bar)*/
    
31. proc template; /*--SAS 9.4--*/
    
32. define statgraph Fig_4_2_6;
    
33. begingraph;
    
34. entrytitle 'Treatment by Days';
    
35. layout overlay / xaxisopts=(griddisplay=on label='Days')
    
36.    yaxisopts=(label='Treatment');
    
37.    highlowplot y=drug high=high low=low / highcap=cap
    
38.       highlabel=high type=bar group=drug dataskin=sheen
    
39.       outlineattrs=(pattern =solid) barwidth=0.6
    
40.       labelattrs=(size=10);
    
41. endlayout;
    
42. endgraph;
    
43. end;
    
44. run;
    
45. proc sgrender data=GTL_GS_highlow template=Fig_4_2_6;
    
46. run;
    
47. 
    
48. ods _all_ close;
    
49. /*ods html;      最好将ods destination恢复至默认的html*/

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Bubble Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Bubble Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
12. /*ods listing gpath='C:\Users\Administrator\Desktop\test20180229' image_dpi=100;*/
    
13. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
14. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
15. /*ods graphics on / imagename="picture" outputfmt=pdf width=4in height=2.5in;*/
    
16. /*ods graphics on / imagename="picture" outputfmt=pdf;*/
    
17. /*图片名称picture，输出类型pdf*/
    
18. ods graphics off;
    
19. 
    
20. /*Bubble Plot*/
    
21. proc template; /*--SAS 9.4--*/
    
22. define statgraph Fig_4_2_7;
    
23. begingraph / subpixel=on;
    
24. entrytitle 'Age by Height and Weight';
    
25. layout overlay / xaxisopts=(griddisplay=on)
    
26.    yaxisopts=(griddisplay=on);
    
27.    bubbleplot x=height y=weight size=age / group=sex
    
28.       dataskin=gloss name='a';
    
29.    discretelegend 'a' / location=inside valign=bottom
    
30.       halign=right title='Sex:';
    
31. endlayout;
    
32. endgraph;
    
33. end;
    
34. run;
    
35. proc sgrender data=sashelp.class template=Fig_4_2_7;
    
36. run;
    
37. 
    
38. ods _all_ close;
    
39. /*ods html;      最好将ods destination恢复至默认的html*/

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Needle Plot (using template and sgrender procedure)

1. %macro comment();    /*这是一种比较特殊的注释方式*/
   
2.    Picture: Needle Plot (using template and sgrender procedure)
   
3.    Software： SAS 9.4 TS Level 1M2
   
4.    Name: justsoso
   
5.    Date: 20180229
   
6.    From: Getting Started with the Graph Template Language in SAS:
   
7.          Examples, Tips, and Techniques for Creating Custom Graphs
   
8.    History: 20180229;
   
9. %mend;
   
10. 
    
11. /*建立数据集GTL_GS_highlow,用于后续画图*/
    
12. data GTL_GS_NeedleLabel;
    
13. format Date Date9.;
    
14. format a 4.3;
    
15. do i=0 to 334 by 30;
    
16.    date='01jan2009'd+i; A = 16+ 3*sin(i/90+0.5) + 1*sin(3*i/90+0.7); output;
    
17. end;
    
18. run;
    
19. 
    
20. ods _all_ close;     /*关闭所有ods destinations，避免不必要的输出，节省计算机资源*/
    
21. /*ods listing gpath='C:\Users\Administrator\Desktop\test20180229' image_dpi=100;*/
    
22. ods listing gpath='C:\Users\Administrator\Desktop\test20180229';
    
23. /*打开ods listing这一destination，指定图片保存路径，★★★★★需提前建立*/
    
24. /*ods graphics on / imagename="picture" outputfmt=pdf width=4in height=2.5in;*/
    
25. /*ods graphics on / imagename="picture" outputfmt=pdf;*/
    
26. /*图片名称picture，输出类型pdf*/
    
27. ods graphics off;
    
28. 
    
29. /*Needle Plot*/
    
30. proc template;
    
31. define statgraph Fig_4_2_8;
    
32. dynamic _title;
    
33. begingraph;
    
34. entrytitle 'Response over Time';
    
35. layout overlay / xaxisopts=(display=(ticks tickvalues))
    
36.    yaxisopts=(label='Response' offsetmin=0);
    
37.    needleplot x=date y=a / display=(markers)
    
38.       lineattrs=(thickness=3) datalabel=a
    
39.       markerattrs=(symbol=circlefilled size=11)
    
40.       datalabelposition=top datalabelattrs=(size=5);
    
41. endlayout;
    
42. endgraph;
    
43. end;
    
44. run;
    
45. proc sgrender data=GTL_GS_NeedleLabel template=Fig_4_2_8;
    
46. run;
    
47. 
    
48. ods _all_ close;
    
49. /*ods html;      最好将ods destination恢复至默认的html*/

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