From 6190974fc336036bd77b6007de8338fc9c3c0df0 Mon Sep 17 00:00:00 2001 From: jrtechs Date: Sat, 30 Mar 2019 17:06:29 -0400 Subject: [PATCH] Implemented fancy exp smoothing to sequence data for fatigue and work load. --- .../cleaned/expSmoothWorkAndFatigueData.csv | 356 ++++++++++++++++++ data_preparation/createWorkSequenceData.R | 121 +++++- findings/Rplot.png | Bin 0 -> 65447 bytes findings/Rplot01.png | Bin 0 -> 66891 bytes findings/SmoothedFatigue.png | Bin 0 -> 63804 bytes findings/SmoothedWork.png | Bin 0 -> 64660 bytes 6 files changed, 461 insertions(+), 16 deletions(-) create mode 100644 data_preparation/cleaned/expSmoothWorkAndFatigueData.csv create mode 100644 findings/Rplot.png create mode 100644 findings/Rplot01.png create mode 100644 findings/SmoothedFatigue.png create mode 100644 findings/SmoothedWork.png diff --git a/data_preparation/cleaned/expSmoothWorkAndFatigueData.csv b/data_preparation/cleaned/expSmoothWorkAndFatigueData.csv new file mode 100644 index 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return(workLoad[1]) + } + else + { + return(workLoad[index] + (exp(1)^(-1/15))*fatigueFunction(workLoad, index -1)) + } +} + +smoothedWork <- c() +for(day in dayList) +{ + smoothedWork <- c(smoothedWork, fatigueFunction(workLoad, day + 1)) +} + +plot(dayList, smoothedFatigue) + + + + + +fatigueData <- readFatigueSums() + +dayNum <- max(fatigueData$TimeSinceAugFirst) + +dayList <- 0:dayNum + + +slidingAverage <- c() +window <- 21 - 1 +for(day in window:dayNum) +{ + windowAverage <- mean(fatigueData$fatigueSum[c((day-window):day)], na.rm = T) + + slidingAverage <- c(slidingAverage, windowAverage) +} + +smoothedFatigueData <- c() +for(day in dayList) +{ + smoothedFatigueData <- c(smoothedFatigueData, fatigueFunction(fatigueData$fatigueSum, day + 1)) +} + +plot(dayList, smoothedFatigueData) + + +workTibble <- tibble(day = dayList, totalWork = workLoad, + averageWorkLoad = averageWorkLoad, + smoothedWork = smoothedWork, + smoothedFatigueData = smoothedFatigueData) + +workGraph <- ggplot(data = workTibble) + + theme(plot.title = element_text(hjust = 0.5)) + + ggtitle("Team's Smoothed Work") + + geom_point(mapping = aes(x=day, y=smoothedWork)) + + labs(x = "Days Since August First 2017", y = "Teams Training Work")+ + theme_bw() + +fatGraph <- ggplot(data = workTibble) + + theme(plot.title = element_text(hjust = 0.5)) + + ggtitle("Team's Percieved Fatigue") + + geom_point(mapping = aes(x=day, y=smoothedFatigueData)) + + labs(x = "Days Since August First 2017", y = "Teams Average Normalized Fatigue")+ + theme_bw() + + +for(gameDay in games$Date) +{ + fatGraph <- fatGraph + geom_vline(xintercept = gameDay, linetype="dotted", + color = "blue", size=1.0) + workGraph <- workGraph + geom_vline(xintercept = gameDay, linetype="dotted", + color = "blue", size=1.0) +} +workGraph +fatGraph + +write.csv(dataTibble, "cleaned/expSmoothWorkAndFatigueData.csv") + + + slidingAverage <- c() window <- 31 - 1 @@ -46,7 +132,7 @@ plot(density(workLoad), main="Total Work Load Average") dataTibble <- tibble(TimeSinceAugFirst = window:numDays, slidingWorkAverage = slidingAverage) -ggplot(data = dataTibble) + +workGraph <- ggplot(data = dataTibble) + theme(plot.title = element_text(hjust = 0.5)) + ggtitle("Team's 7 Day Moving Average") + geom_point(mapping = aes(x=TimeSinceAugFirst, y=slidingWorkAverage)) + @@ -54,37 +140,40 @@ ggplot(data = dataTibble) + theme_bw() +for(gameDay in games$Date) +{ + workGraph <- workGraph + geom_vline(xintercept = gameDay, linetype="dotted", + color = "blue", size=1.0) +} -write.csv(dataTibble, "cleaned/slidingWorkAverageSevenDay.csv") - +workGraph -################################ Wellness Data ################################### -fatigueData <- readFatigueSums() +write.csv(dataTibble, "cleaned/slidingWorkAverageSevenDay.csv") -dayNum <- max(fatigueData$TimeSinceAugFirst) -dayList <- 0:dayNum +################################ Wellness Data ################################### -slidingAverage <- c() -window <- 21 - 1 -for(day in window:dayNum) -{ - windowAverage <- mean(fatigueData$fatigueSum[c((day-window):day)], na.rm = T) - - slidingAverage <- c(slidingAverage, windowAverage) -} graphingTib <- tibble(slidingAverage = slidingAverage, days = window:dayNum) -ggplot(data = graphingTib) + +fGraph <- ggplot(data = graphingTib) + theme(plot.title = element_text(hjust = 0.5)) + ggtitle("Team's Average Normalized Fatigue") + geom_point(mapping = aes(x=days, y=slidingAverage)) + labs(x = "Days Since August Twenty First 2017", y = "Teams Average Normalized Fatigue")+ theme_bw() + +for(gameDay in games$Date) +{ + fGraph <- fGraph + geom_vline(xintercept = gameDay, linetype="dotted", + color = "blue", size=1.0) +} + +fGraph + plot(density(slidingAverage)) plot(window:dayNum, slidingAverage) diff --git a/findings/Rplot.png b/findings/Rplot.png new file mode 100644 index 0000000000000000000000000000000000000000..a4cf8befd3f20a73296f486e101444ff39982fcb GIT binary patch literal 65447 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