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Alfa Romeo Team Mates Analysis.sas
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ods pdf file="/home/natdanjones0/Alfa Romeo Team-Mate Driver Analysis Throughout the Race.pdf";
options nocenter;
options orientation=portrait;
title1 height=22pt "Emilia Romagna Grand Prix, 2021";
title2 height=14pt " ";
title3 height=18pt "Alfa Romeo Team-Mate Driver Analysis Throughout the Race";
title4 height=12pt "Nathan Jones 2022";
title5 height=14pt " ";
*TEAMMATE 1 DATA;
proc import file="/home/natdanjones0/Raikkonen/Raikkonen.xlsx"
out=work.Raikkonen
dbms=xlsx;
run;
*TEAMMATE 2 DATA;
proc import file="/home/natdanjones0/Giovinazzi/Giovinazzi.xlsx"
out=work.Giovinazzi
dbms=xlsx;
run;
ods layout gridded columns=2 width=3.8in column_gutter=.1in style={background=white};
*COLUMN ONE CODE GOES BELOW;
ods region style={background=white};
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sort data=WORK.RAIKKONEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Raikkonen's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
proc sort data=WORK.RAIKKONEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Raikkonen's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
ods graphics / reset;
title;
title3 height=12pt "Raikkonen's Top 5 Fastest Laps";
PROC SORT DATA = work.RAIKKONEN;
BY time;
RUN;
proc print data=work.RAIKKONEN(obs=5);
VAR lap position time secs avg_speed tyre; /* optional: the VAR statement specifies variables */
run;
PROC SQL;
CREATE TABLE WORK.SlowLaps
AS
SELECT RAIKKONEN.lap, RAIKKONEN.position, RAIKKONEN.time, RAIKKONEN.secs, RAIKKONEN.avg_speed, RAIKKONEN.tyre
FROM WORK.RAIKKONEN RAIKKONEN
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "Raikkonen's Top 5 Slowest Laps";
proc print data=WORK.SlowLaps(obs=5);
VAR lap position time secs avg_speed tyre;
run;
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sort data=WORK.RAIKKONEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Raikkonen Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.RAIKKONEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Raikkonen's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-20 to 20 by 1);
run;
ods graphics / reset;
title;
proc datasets library=WORK noprint;
delete _SeriesPlotTaskData;
run;
proc datasets library=WORK noprint;
delete _SeriesPlotTaskData;
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Raikkonen's Percentage of Positions in the Race" /
textattrs=(size=14);
layout region;
piechart category=position / stat=pct datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.RAIKKONEN;
run;
ods graphics / reset;
title;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Raikkonen's Percentage of Tyre Types Used in the Race" /
textattrs=(size=14);
layout region;
piechart category=tyre / stat=pct datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.RAIKKONEN;
run;
ods graphics / reset;
title;
title height=12pt "Raikkonen's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos
AS
SELECT RAIKKONEN.lap, RAIKKONEN.position, RAIKKONEN.pos_change, RAIKKONEN.tyre, RAIKKONEN.pit_stop
FROM WORK.RAIKKONEN RAIKKONEN
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.StartingPos(obs=1);
VAR lap position pos_change tyre pit_stop;
run;
title height=12pt "Raikkonen's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap
AS
SELECT RAIKKONEN.lap, RAIKKONEN.position, RAIKKONEN.pos_change, RAIKKONEN.tyre, RAIKKONEN.pit_stop
FROM WORK.RAIKKONEN RAIKKONEN
WHERE
( RAIKKONEN.lap = 2 )
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.FirstLap(obs=1);
VAR lap position pos_change tyre pit_stop;
run;
title height=12pt "Raikkonen's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos
AS
SELECT RAIKKONEN.lap, RAIKKONEN.position, RAIKKONEN.pos_change, RAIKKONEN.tyre, RAIKKONEN.pit_stop
FROM WORK.RAIKKONEN RAIKKONEN
ORDER BY 1 DSC;
QUIT;
proc print data=WORK.FinishPos(obs=1);
VAR lap position pos_change tyre pit_stop;
run;
ods graphics / reset;
title;
ods graphics / reset;
title;
title height=12pt "Raikkonen's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime
AS
SELECT RANGE(RAIKKONEN.pit_stop)
AS pit_stop, SUM(RAIKKONEN.pit_stop_time)
AS pit_stop_time
FROM WORK.RAIKKONEN RAIKKONEN;
QUIT;
proc print data=WORK.PitStopTime();
VAR pit_stop pit_stop_time;
run;
title height=12pt "Raikkonen's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops
AS
SELECT RAIKKONEN.lap, RAIKKONEN.position, RAIKKONEN.tyre, RAIKKONEN.pit_stop, RAIKKONEN.pit_stop_time
FROM WORK.RAIKKONEN RAIKKONEN
WHERE RAIKKONEN.pit_stop_time IS NOT MISSING
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.PitStops();
VAR lap position tyre pit_stop pit_stop_time;
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Raikkonen's Pit Stop Times in Seconds" / textattrs=(size=14);
layout region;
piechart category=pit_stop_time response=pit_stop / datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.RAIKKONEN;
run;
proc sort data=WORK.RAIKKONEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Raikkonen's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-30 to 30 by 1);
run;
ods graphics / reset;
title;
*COLUMN TWO GOES BELOW;
ods region style={background=white};
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sort data=WORK.GIOVINAZZI out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Giovinazzi's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
proc sort data=WORK.GIOVINAZZI out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Giovinazzi's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
ods graphics / reset;
title;
title3 height=12pt "Giovinazzi's Top 5 Fastest Laps";
PROC SORT DATA = work.GIOVINAZZI;
BY time;
RUN;
proc print data=work.GIOVINAZZI(obs=5);
VAR lap position time secs avg_speed tyre; /* optional: the VAR statement specifies variables */
run;
PROC SQL;
CREATE TABLE WORK.SlowLaps2
AS
SELECT GIOVINAZZI.lap, GIOVINAZZI.position, GIOVINAZZI.time, GIOVINAZZI.secs, GIOVINAZZI.avg_speed, GIOVINAZZI.tyre
FROM WORK.GIOVINAZZI GIOVINAZZI
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "Giovinazzi's Top 5 Slowest Laps";
proc print data=WORK.SlowLaps2(obs=5);
VAR lap position time secs avg_speed tyre; /* optional: the VAR statement specifies variables */
run;
ods graphics / reset;
title;
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sort data=WORK.GIOVINAZZI out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Giovinazzi Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.GIOVINAZZI out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Giovinazzi's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-20 to 20 by 1);
run;
ods graphics / reset;
title;
proc datasets library=WORK noprint;
delete _SeriesPlotTaskData;
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Giovinazzi's Percentage of Positions in the Race" /
textattrs=(size=14);
layout region;
piechart category=position / stat=pct datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.GIOVINAZZI;
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Giovinazzi's Percentage of Tyre Types Used in the Race" /
textattrs=(size=14);
layout region;
piechart category=tyre / stat=pct datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.GIOVINAZZI;
run;
title height=12pt "Giovinazzi's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos2
AS
SELECT GIOVINAZZI.lap, GIOVINAZZI.position, GIOVINAZZI.pos_change, GIOVINAZZI.tyre, GIOVINAZZI.pit_stop
FROM WORK.GIOVINAZZI GIOVINAZZI
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.StartingPos2(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Giovinazzi's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap2
AS
SELECT GIOVINAZZI.lap, GIOVINAZZI.position, GIOVINAZZI.pos_change, GIOVINAZZI.tyre, GIOVINAZZI.pit_stop
FROM WORK.GIOVINAZZI GIOVINAZZI
WHERE
( GIOVINAZZI.lap = 2 )
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.FirstLap2(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Giovinazzi's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos2
AS
SELECT GIOVINAZZI.lap, GIOVINAZZI.position, GIOVINAZZI.pos_change, GIOVINAZZI.tyre, GIOVINAZZI.pit_stop
FROM WORK.GIOVINAZZI GIOVINAZZI
ORDER BY 1 DSC;
QUIT;
proc print data=WORK.FinishPos2(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
ods graphics / reset;
title;
ods graphics / reset;
title;
title height=12pt "Giovinazzi's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime2
AS
SELECT RANGE(GIOVINAZZI.pit_stop)
AS pit_stop, SUM(GIOVINAZZI.pit_stop_time)
AS pit_stop_time
FROM WORK.GIOVINAZZI GIOVINAZZI;
QUIT;
proc print data=WORK.PitStopTime2();
VAR pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Giovinazzi's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops2
AS
SELECT GIOVINAZZI.lap, GIOVINAZZI.position, GIOVINAZZI.tyre, GIOVINAZZI.pit_stop, GIOVINAZZI.pit_stop_time
FROM WORK.GIOVINAZZI GIOVINAZZI
WHERE GIOVINAZZI.pit_stop_time IS NOT MISSING
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.PitStops2();
VAR lap position tyre pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Giovinazzi's Pit Stop Times in Seconds" / textattrs=(size=14);
layout region;
piechart category=pit_stop_time response=pit_stop / datalabellocation=callout
dataskin=crisp;
endlayout;
endgraph;
end;
run;
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sgrender template=SASStudio.Pie data=WORK.GIOVINAZZI;
run;
proc sort data=WORK.GIOVINAZZI out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Giovinazzi's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXa72828);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-30 to 30 by 1);
run;
ods graphics / reset;
title;
ods pdf close;