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Red Bull Team Mates Analysis.sas
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ods pdf file="/home/natdanjones0/Red Bull Team-Mate Driver Analysis Throughout the Race.pdf";
options nocenter;
options orientation=portrait;
title1 height=20pt "Emilia Romagna Grand Prix, 2021";
title2 height=14pt " ";
title3 height=18pt "Red Bull Team-Mate Driver Analysis Throughout the Race";
title4 height=12pt "Nathan Jones 2022";
title5 height=14pt " ";
*TEAMMATE 1 DATA;
proc import file="/home/natdanjones0/Vestappen/Vestappen.xlsx"
out=work.Vestappen
dbms=xlsx;
run;
*TEAMMATE 2 DATA;
proc import file="/home/natdanjones0/Perez/Perez.xlsx"
out=work.Perez
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.VESTAPPEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Vestappen's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
proc sort data=WORK.VESTAPPEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Vestappen's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
title;
title3 height=12pt "Vestappen's Top 5 Fastest Laps";
PROC SORT DATA = work.VESTAPPEN;
BY time;
RUN;
proc print data=work.VESTAPPEN(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 VESTAPPEN.lap, VESTAPPEN.position, VESTAPPEN.time, VESTAPPEN.secs, VESTAPPEN.avg_speed, VESTAPPEN.tyre
FROM WORK.VESTAPPEN VESTAPPEN
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "Vestappen's Top 5 Slowest Laps";
proc print data=WORK.SlowLaps(obs=5);
VAR lap position time secs avg_speed tyre; /* optional: the VAR statement specifies variables */
run;
ods graphics / reset width=6.4in height=4.8in imagemap;
proc sort data=WORK.VESTAPPEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Vestappen Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.VESTAPPEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Vestappen's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
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 "Vestappen'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.VESTAPPEN;
run;
ods graphics / reset;
title;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Vestappen'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.VESTAPPEN;
run;
ods graphics / reset;
title;
title height=12pt "Vestappen's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos
AS
SELECT VESTAPPEN.lap, VESTAPPEN.position, VESTAPPEN.pos_change, VESTAPPEN.tyre, VESTAPPEN.pit_stop
FROM WORK.VESTAPPEN VESTAPPEN
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.StartingPos(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Vestappen's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap
AS
SELECT VESTAPPEN.lap, VESTAPPEN.position, VESTAPPEN.pos_change, VESTAPPEN.tyre, VESTAPPEN.pit_stop
FROM WORK.VESTAPPEN VESTAPPEN
WHERE
( VESTAPPEN.lap = 2 )
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.FirstLap(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Vestappen's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos
AS
SELECT VESTAPPEN.lap, VESTAPPEN.position, VESTAPPEN.pos_change, VESTAPPEN.tyre, VESTAPPEN.pit_stop
FROM WORK.VESTAPPEN VESTAPPEN
ORDER BY 1 DSC;
QUIT;
proc print data=WORK.FinishPos(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 "Vestappen's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime
AS
SELECT RANGE(VESTAPPEN.pit_stop)
AS pit_stop, SUM(VESTAPPEN.pit_stop_time)
AS pit_stop_time
FROM WORK.VESTAPPEN VESTAPPEN;
QUIT;
proc print data=WORK.PitStopTime();
VAR pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Vestappen's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops
AS
SELECT VESTAPPEN.lap, VESTAPPEN.position, VESTAPPEN.tyre, VESTAPPEN.pit_stop, VESTAPPEN.pit_stop_time
FROM WORK.VESTAPPEN VESTAPPEN
WHERE VESTAPPEN.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; /* optional: the VAR statement specifies variables */
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Vestappen'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.VESTAPPEN;
run;
proc sort data=WORK.VESTAPPEN out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Vestappen's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
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.PEREZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Perez's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
proc sort data=WORK.PEREZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Perez's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
title;
title3 height=12pt "Perez's Top 5 Fastest Laps";
PROC SORT DATA = work.PEREZ;
BY time;
RUN;
proc print data=work.PEREZ(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 PEREZ.lap, PEREZ.position, PEREZ.time, PEREZ.secs, PEREZ.avg_speed, PEREZ.tyre
FROM WORK.PEREZ PEREZ
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "Perez's Top 5 Slowest Laps";
proc print data=WORK.SlowLaps(obs=5);
VAR lap position time secs avg_speed tyre; /* optional: the VAR statement specifies variables */
run;
ods graphics / reset width=6.4in height=4.67in imagemap;
proc sort data=WORK.PEREZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Perez Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.PEREZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Perez's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
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 "Perez'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.PEREZ;
run;
ods graphics / reset;
title;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Perez'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.PEREZ;
run;
ods graphics / reset;
title;
title height=12pt "Perez's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos
AS
SELECT PEREZ.lap, PEREZ.position, PEREZ.pos_change, PEREZ.tyre, PEREZ.pit_stop
FROM WORK.PEREZ PEREZ
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.StartingPos(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Perez's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap
AS
SELECT PEREZ.lap, PEREZ.position, PEREZ.pos_change, PEREZ.tyre, PEREZ.pit_stop
FROM WORK.PEREZ PEREZ
WHERE
( PEREZ.lap = 2 )
ORDER BY 1 ASC;
QUIT;
proc print data=WORK.FirstLap(obs=1);
VAR lap position pos_change tyre pit_stop; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Perez's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos
AS
SELECT PEREZ.lap, PEREZ.position, PEREZ.pos_change, PEREZ.tyre, PEREZ.pit_stop
FROM WORK.PEREZ PEREZ
ORDER BY 1 DSC;
QUIT;
proc print data=WORK.FinishPos(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 "Perez's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime2
AS
SELECT RANGE(PEREZ.pit_stop)
AS pit_stop, SUM(PEREZ.pit_stop_time)
AS pit_stop_time
FROM WORK.PEREZ PEREZ;
QUIT;
proc print data=WORK.PitStopTime2();
VAR pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Perez's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops
AS
SELECT PEREZ.lap, PEREZ.position, PEREZ.tyre, PEREZ.pit_stop, PEREZ.pit_stop_time
FROM WORK.PEREZ PEREZ
WHERE PEREZ.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; /* optional: the VAR statement specifies variables */
run;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Perez'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.PEREZ;
run;
proc sort data=WORK.PEREZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Perez's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CX121faa);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-30 to 30 by 1);
run;
ods graphics / reset;
title;
ods pdf close;