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Ferrari Team Mates Analysis.sas
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Ferrari Team Mates Analysis.sas
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ods pdf file="/home/natdanjones0/Ferrari 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 "Ferrari Team-Mate Driver Analysis Throughout the Race";
title4 height=12pt "Nathan Jones 2022";
title5 height=14pt " ";
*TEAMMATE 1 DATA;
proc import file="/home/natdanjones0/LeClerc/LeClerc.xlsx"
out=work.LeClerc
dbms=xlsx;
run;
proc import file="/home/natdanjones0/Sainz/Sainz.xlsx"
out=work.Sainz
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.LECLERC out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "LeClerc's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
proc sort data=WORK.LECLERC out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "LeClerc's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
ods graphics / reset;
title;
title3 height=12pt "LeClerc's Top 5 Fastest Laps";
PROC SORT DATA = work.LECLERC;
BY time;
RUN;
proc print data=work.LECLERC(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 LECLERC.lap, LECLERC.position, LECLERC.time, LECLERC.secs, LECLERC.avg_speed, LECLERC.tyre
FROM WORK.LECLERC LECLERC
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "LeClerc'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.LECLERC out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "LeClerc Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.LECLERC out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "LeClerc's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
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 "LeClerc'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.LECLERC;
run;
ods graphics / reset;
title;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "LeClerc'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.LECLERC;
run;
ods graphics / reset;
title;
title height=12pt "LeClerc's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos
AS
SELECT LECLERC.lap, LECLERC.position, LECLERC.pos_change, LECLERC.tyre, LECLERC.pit_stop
FROM WORK.LECLERC LECLERC
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 "LeClerc's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap
AS
SELECT LECLERC.lap, LECLERC.position, LECLERC.pos_change, LECLERC.tyre, LECLERC.pit_stop
FROM WORK.LECLERC LECLERC
WHERE
( LECLERC.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 "LeClerc's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos
AS
SELECT LECLERC.lap, LECLERC.position, LECLERC.pos_change, LECLERC.tyre, LECLERC.pit_stop
FROM WORK.LECLERC LECLERC
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 "LeClerc's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime
AS
SELECT RANGE(LECLERC.pit_stop)
AS pit_stop, SUM(LECLERC.pit_stop_time)
AS pit_stop_time
FROM WORK.LECLERC LECLERC;
QUIT;
proc print data=WORK.PitStopTime();
VAR pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
title height=12pt "LeClerc's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops
AS
SELECT LECLERC.lap, LECLERC.position, LECLERC.tyre, LECLERC.pit_stop, LECLERC.pit_stop_time
FROM WORK.LECLERC LECLERC
WHERE LECLERC.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 "LeClerc'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.LECLERC;
run;
proc sort data=WORK.LECLERC out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "LeClerc's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
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.SAINZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Sainz's Lap Times During The Race";
series x=lap y=time / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
title;
proc sort data=WORK.SAINZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Sainz's Average Speed Per Lap (MPH)";
series x=lap y=avg_speed / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
xaxis grid values=(1 to 63 by 1);
yaxis grid;
run;
ods graphics / reset;
title;
title3 height=12pt "Sainz's Top 5 Fastest Laps";
PROC SORT DATA = work.SAINZ;
BY time;
RUN;
proc print data=work.SAINZ(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 SAINZ.lap, SAINZ.position, SAINZ.time, SAINZ.secs, SAINZ.avg_speed, SAINZ.tyre
FROM WORK.SAINZ SAINZ
ORDER BY 3 DESC;
QUIT;
title3 height=12pt "Sainz'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.SAINZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Sainz Position Chnages";
series x=lap y=position / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(1 to 20 by 1);
run;
proc sort data=WORK.SAINZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Sainz's Postions Gained/Lost";
series x=lap y=pos_change / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
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 "Sainz'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.SAINZ;
run;
ods graphics / reset;
title;
proc template;
define statgraph SASStudio.Pie;
begingraph;
entrytitle "Sainz'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.SAINZ;
run;
ods graphics / reset;
title;
title height=12pt "Sainz's Starting Position";
PROC SQL;
CREATE VIEW WORK.StartingPos
AS
SELECT SAINZ.lap, SAINZ.position, SAINZ.pos_change, SAINZ.tyre, SAINZ.pit_stop
FROM WORK.SAINZ SAINZ
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 "Sainz's Position After 1 Lap";
PROC SQL;
CREATE VIEW WORK.FirstLap
AS
SELECT SAINZ.lap, SAINZ.position, SAINZ.pos_change, SAINZ.tyre, SAINZ.pit_stop
FROM WORK.SAINZ SAINZ
WHERE
( SAINZ.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 "Sainz's Final Finishing Position";
PROC SQL;
CREATE VIEW WORK.FinishPos
AS
SELECT SAINZ.lap, SAINZ.position, SAINZ.pos_change, SAINZ.tyre, SAINZ.pit_stop
FROM WORK.SAINZ SAINZ
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 "Sainz's Total Time Lost in the Pits";
PROC SQL;
CREATE TABLE WORK.PitStopTime2
AS
SELECT RANGE(SAINZ.pit_stop)
AS pit_stop, SUM(SAINZ.pit_stop_time)
AS pit_stop_time
FROM WORK.SAINZ SAINZ;
QUIT;
proc print data=WORK.PitStopTime2();
VAR pit_stop pit_stop_time; /* optional: the VAR statement specifies variables */
run;
title height=12pt "Sainz's Pit Stops Information";
PROC SQL;
CREATE TABLE WORK.PitStops
AS
SELECT SAINZ.lap, SAINZ.position, SAINZ.tyre, SAINZ.pit_stop, SAINZ.pit_stop_time
FROM WORK.SAINZ SAINZ
WHERE SAINZ.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 "Sainz'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.SAINZ;
run;
proc sort data=WORK.SAINZ out=_SeriesPlotTaskData;
by lap;
run;
proc sgplot data=_SeriesPlotTaskData;
title height=14pt "Sainz's Lap Time Differences (Secs)";
series x=lap y='lap_time _diff'n / markers markerattrs=(color=CX000000)
lineattrs=(pattern=solid color=CXf31212);;
xaxis grid values=(1 to 63 by 1);
yaxis grid values=(-30 to 30 by 1);
run;
ods graphics / reset;
title;
ods pdf close;