Update rBr_AnalyzeNikeGPSData.sql

Updates to analysis scripts. Several new scripts added
bspauld · Nov 21, 2016 · 5945918 · 5945918
1 parent 9ca1372
commit 5945918
Showing 1 changed file with 237 additions and 5 deletions.
diff --git a/rBr_AnalyzeNikeGPSData.sql b/rBr_AnalyzeNikeGPSData.sql
@@ -1,3 +1,4 @@
+
 /*
 	Script:  rBr_AnalyzeNikeGPSData.sql
 
@@ -6,10 +7,6 @@
 	Instructions: run script
 
 	Code built using PostgreSQL and PostGIS
-
-	Available Scripts
-	1. Find top 10 fasted miles
-	2. Find top 10 slowest miles
 	
 	Author - Benjamin Spaulding @gisdoctor
 
@@ -35,7 +32,7 @@ where p.runid in (select runid from public.rbr_AllRuns_2016_ID where runtype !=
 	limit 10) and linegeom is not null 
 order by p.runid;
 
-select distinct runid from public.fastestmiles
+select distinct f.runid, a.* from public.fastestmiles f inner join public.rbr_AllRuns_2016_ID a on f.runid = a.runid
 limit 10;
 
 /* ******************************************************************************************************** 
@@ -57,3 +54,238 @@ order by p.runid;
 
 select distinct runid from public.slowesttmiles
 limit 10;
+
+/* ******************************************************************************************************** 
+
+			General analysis
+
+ ******************************************************************************************************** */
+
+
+--breakdown of run type
+select runtype, count(*) as TotalRuns from public.rbr_AllRuns_2016_ID
+group by runtype
+order by count(*) desc
+
+
+--get count of all points
+select count(*) as TotalGPSPoints from public.rbr_AllRuns_2016_Points
+
+--get count of distinct runs
+select count(distinct runid) from public.rbr_AllRuns_2016_Points
+
+--get total time spent running
+select sum(cast(milesplit as time)) from public.rbr_AllRuns_2016_MileSplits
+
+--get total miles
+select sum(cast(rundist as decimal(16,4))) as TotalMiles from public.rbr_AllRuns_2016_ID
+
+
+/* ******************************************************************************************************** 
+
+			runtype analysis
+
+ ******************************************************************************************************** */
+
+--get breakdown of run types
+
+select 	
+	 runtype,
+	 avg(cast(avgpacepermile as time)) as AvgPace,
+	 sum(cast(rundist as decimal(16,6))) as RunDist, 
+	 date_part('month',(cast(dateval as date))) as MonthVal, 
+	 to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	 date_part('year',(cast(dateval as date))) as YearVal
+from public.rbr_AllRuns_2016_ID 
+group by date_part('year',(cast(dateval as date))),
+	 to_char(cast(dateval as date), 'MONTH'),
+	 date_part('month',(cast(dateval as date))),
+	 runtype
+order by 
+	 date_part('year',(cast(dateval as date))),
+	 date_part('month',(cast(dateval as date))),
+	 runtype;
+
+/* ************************************************************************************************************************************* 
+
+	Find breakdown of run types
+
+	Great
+	OK
+	Ehh
+	Awesome
+	Interval
+
+ ************************************************************************************************************************************* */
+
+--Great
+select  
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal,
+	count(*) as TotalRuns, 
+	avg(cast(rundist as decimal(16,2))) as AvgDist,
+	avg(cast(avgpacepermile as time)) as AvgPace
+from public.rbr_AllRuns_2016_ID 
+where runtype = 'Great'
+group by runtype,date_part('month',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('year',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+--OK
+select  
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal,
+	count(*) as TotalRuns, 
+	avg(cast(rundist as decimal(16,2))) as AvgDist,
+	avg(cast(avgpacepermile as time)) as AvgPace
+from public.rbr_AllRuns_2016_ID 
+where runtype = 'OK'
+group by runtype,date_part('month',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('year',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+--Ehh
+select  
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal,
+	count(*) as TotalRuns, 
+	avg(cast(rundist as decimal(16,2))) as AvgDist,
+	avg(cast(avgpacepermile as time)) as AvgPace
+from public.rbr_AllRuns_2016_ID 
+where runtype = 'Ehh'
+group by runtype,date_part('month',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('year',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+--Awesome
+select  
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal,
+	count(*) as TotalRuns, 
+	avg(cast(rundist as decimal(16,2))) as AvgDist,
+	avg(cast(avgpacepermile as time)) as AvgPace
+from public.rbr_AllRuns_2016_ID 
+where runtype = 'Awesome'
+group by runtype,date_part('month',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('year',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+--Interval
+select  
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal,
+	count(*) as TotalRuns, 
+	avg(cast(rundist as decimal(16,2))) as AvgDist,
+	avg(cast(avgpacepermile as time)) as AvgPace
+from public.rbr_AllRuns_2016_ID 
+where runtype = 'Intervals'
+group by runtype,date_part('month',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('year',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+/* ************************************************************************************************************************************* 
+
+	Analysis of Fastest Miles
+
+************************************************************************************************************************************ */
+
+--Fastest Mile
+select fastestmilemarker, count(*) as TotalRecords, AVG(cast(fastestmile as time))
+from public.rbr_AllRuns_2016_ID 
+where fastestmilemarker <>0
+group by fastestmilemarker
+order by fastestmilemarker;
+
+
+--fastest mile by month
+select 
+	min(cast(fastestmile as time)), 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal 
+from public.rbr_AllRuns_2016_ID 
+where cast(fastestmile as time) <> '00:00:00'
+group by to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+
+--fastest mile by month and week
+select 
+	min(cast(fastestmile as time)), 
+	extract('week' from (cast(dateval as date))) as weekVal,
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal 
+from public.rbr_AllRuns_2016_ID 
+where cast(fastestmile as time) <> '00:00:00'
+group by to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date))),extract('week' from (cast(dateval as date))) 
+order by date_part('month',(cast(dateval as date))),extract('week' from (cast(dateval as date))); 
+
+
+--average mile speed and total miles by WEEK
+select 	avg(cast(avgpacepermile as time)) as AvgPace,
+	sum(cast(rundist as decimal(16,6))) as RunDist, 
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	extract('week' from (cast(dateval as date))) as weekVal,
+	date_part('year',(cast(dateval as date))) as YearVal
+from public.rbr_AllRuns_2016_ID 
+group by extract('week' from (cast(dateval as date))),date_part('month',(cast(dateval as date))) , date_part('year',(cast(dateval as date)))
+order by date_part('year',(cast(dateval as date))),extract('week' from (cast(dateval as date))), date_part('month',(cast(dateval as date)));
+
+
+--average mile speed and total miles by MONTH
+select 	avg(cast(avgpacepermile as time)) as AvgPace,
+	sum(cast(rundist as decimal(16,6))) as RunDist, 
+	date_part('month',(cast(dateval as date))) as MonthVal, 
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('year',(cast(dateval as date))) as YearVal
+from public.rbr_AllRuns_2016_ID 
+group by date_part('year',(cast(dateval as date))),to_char(cast(dateval as date), 'MONTH'),date_part('month',(cast(dateval as date)))
+order by date_part('year',(cast(dateval as date))),date_part('month',(cast(dateval as date)));
+
+
+
+/* ************************************************************************************************************************************* 
+
+	Analysis of Distance
+
+************************************************************************************************************************************ */
+
+
+
+--Shortest Run by month
+select  min(cast(rundist as decimal(16,6))) as minDist,
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal
+from public.rbr_AllRuns_2016_ID 
+group by to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+--Longest Run by Month 
+select  max(cast(rundist as decimal(16,6))) as minDist,
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal
+from public.rbr_AllRuns_2016_ID 
+group by to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+
+--Average Dist by Month	 
+select  avg(cast(rundist as decimal(16,2))) as AvgDist,
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal
+from public.rbr_AllRuns_2016_ID 
+group by to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+
+--Average Dist by Week
+select  avg(cast(rundist as decimal(16,2))) as AvgDist,
+	extract('week' from (cast(dateval as date))) as weekVal,
+	to_char(cast(dateval as date), 'MONTH') as MonthTEXT, 
+	date_part('month',(cast(dateval as date))) as MonthVal 
+from public.rbr_AllRuns_2016_ID 
+group by extract('week' from (cast(dateval as date))), to_char(cast(dateval as date), 'MONTH'), date_part('month',(cast(dateval as date)))
+order by date_part('month',(cast(dateval as date)))
+
+
+
+