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round(median(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
p25 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.25, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.25, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.25, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.25, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.25, na.rm = TRUE), digits = 1)))
})
p75 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.75, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.75, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.75, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.75, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.75, na.rm = TRUE), digits = 1)))
})
Min <- function()({
as.vector(c(round(min(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(min(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(min(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Max <- function()({
as.vector(c(round(max(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(max(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(max(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
sheeter <- function()({
sheet <- data.frame(as.vector(Parameter), as.vector(n()),
as.vector(Mean()), as.vector(Median()),
as.vector(Min()), as.vector(Max()),
as.vector(p25()), as.vector(p75()))
})
output <- renderDataTable(sheeter())
view(output)
data <- readRDS("C:/Users/308331/OneDrive - State of Oklahoma/Data Management/R/R Shiny Development/Training Resources/BUMP Sheets/BUMPPOR.rds")
#-----
#-----
#Functions for sheet creation
site <- function()({
as.data.frame(subset(data, Site_Name == `Big Cedar`))
})
Parameter <- c("Water Temperature (C)",
"Turbidity (NTU)",
"pH",
"Dissolved Oxygen (mg/L)",
"Hardness (mg/L)",
"Total Dissolved Solids (mg/L)",
"Specific Conductance (uS/cm)",
"Chloride (mg/L)",
"Sulfate (mg/L)",
"Total Phosphorus (mg/L)",
"Total Nitrogen (mg/L)",
"Nitrate/Nitrite (mg/L)",
"Chlorophyll a (mg/m3)")
n <- function()({
c(sum(!is.na(as.vector(site()$Temp_C))),
sum(!is.na(as.vector(site()$Turbidity_NTU))),
sum(!is.na(as.vector(site()$pH))),
sum(!is.na(as.vector(site()$DO_mgL))),
sum(!is.na(as.vector(site()$Hardness_mgL)),
sum(!is.na(as.vector(site()$TDS_mgL))),
sum(!is.na(as.vector(site()$SpC_uScm))),
sum(!is.na(as.vector(site()$Cl_mgL))),
sum(!is.na(as.vector(site()$SO4_mgL))),
sum(!is.na(as.vector(site()$TP_mgL))),
sum(!is.na(as.vector(site()$TN_mgL)))),
sum(!is.na(as.vector(site()$NO2NO3_mgL))),
sum(!is.na(as.vector(site()$Chlorophyll_mgm3))))
})
Mean <- function()({
as.vector(c(round(mean(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(mean(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(mean(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Median <- function()({
as.vector(c(round(median(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(median(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(median(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
p25 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.25, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.25, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.25, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.25, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.25, na.rm = TRUE), digits = 1)))
})
p75 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.75, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.75, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.75, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.75, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.75, na.rm = TRUE), digits = 1)))
})
Min <- function()({
as.vector(c(round(min(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(min(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(min(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Max <- function()({
as.vector(c(round(max(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(max(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(max(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
sheeter <- function()({
sheet <- data.frame(as.vector(Parameter), as.vector(n()),
as.vector(Mean()), as.vector(Median()),
as.vector(Min()), as.vector(Max()),
as.vector(p25()), as.vector(p75()))
})
output <- sheeter()
view(output)
data <- readRDS("C:/Users/308331/OneDrive - State of Oklahoma/Data Management/R/R Shiny Development/Training Resources/BUMP Sheets/BUMPPOR.rds")
site <- function()({
as.data.frame(subset(data, Site_Name == `Big Cedar`))
})
Parameter <- c("Water Temperature (C)",
"Turbidity (NTU)",
"pH",
"Dissolved Oxygen (mg/L)",
"Hardness (mg/L)",
"Total Dissolved Solids (mg/L)",
"Specific Conductance (uS/cm)",
"Chloride (mg/L)",
"Sulfate (mg/L)",
"Total Phosphorus (mg/L)",
"Total Nitrogen (mg/L)",
"Nitrate/Nitrite (mg/L)",
"Chlorophyll a (mg/m3)")
n <- function()({
c(sum(!is.na(as.vector(site()$Temp_C))),
sum(!is.na(as.vector(site()$Turbidity_NTU))),
sum(!is.na(as.vector(site()$pH))),
sum(!is.na(as.vector(site()$DO_mgL))),
sum(!is.na(as.vector(site()$Hardness_mgL)),
sum(!is.na(as.vector(site()$TDS_mgL))),
sum(!is.na(as.vector(site()$SpC_uScm))),
sum(!is.na(as.vector(site()$Cl_mgL))),
sum(!is.na(as.vector(site()$SO4_mgL))),
sum(!is.na(as.vector(site()$TP_mgL))),
sum(!is.na(as.vector(site()$TN_mgL)))),
sum(!is.na(as.vector(site()$NO2NO3_mgL))),
sum(!is.na(as.vector(site()$Chlorophyll_mgm3))))
})
Mean <- function()({
as.vector(c(round(mean(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(mean(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(mean(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Median <- function()({
as.vector(c(round(median(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(median(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(median(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
p25 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.25, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.25, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.25, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.25, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.25, na.rm = TRUE), digits = 1)))
})
p75 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.75, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.75, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.75, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.75, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.75, na.rm = TRUE), digits = 1)))
})
Min <- function()({
as.vector(c(round(min(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(min(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(min(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Max <- function()({
as.vector(c(round(max(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(max(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(max(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
sheeter <- function()({
sheet <- data.frame(as.vector(Parameter), as.vector(n()),
as.vector(Mean()), as.vector(Median()),
as.vector(Min()), as.vector(Max()),
as.vector(p25()), as.vector(p75()))
})
sheeter()
data <- readRDS("C:/Users/308331/OneDrive - State of Oklahoma/Data Management/R/R Shiny Development/Training Resources/BUMP Sheets/BUMPPOR.rds")
#-----
#-----
#Functions for sheet creation
site <- function()({
as.data.frame(subset(data, Site_Name == "Big Cedar"))
})
Parameter <- c("Water Temperature (C)",
"Turbidity (NTU)",
"pH",
"Dissolved Oxygen (mg/L)",
"Hardness (mg/L)",
"Total Dissolved Solids (mg/L)",
"Specific Conductance (uS/cm)",
"Chloride (mg/L)",
"Sulfate (mg/L)",
"Total Phosphorus (mg/L)",
"Total Nitrogen (mg/L)",
"Nitrate/Nitrite (mg/L)",
"Chlorophyll a (mg/m3)")
n <- function()({
c(sum(!is.na(as.vector(site()$Temp_C))),
sum(!is.na(as.vector(site()$Turbidity_NTU))),
sum(!is.na(as.vector(site()$pH))),
sum(!is.na(as.vector(site()$DO_mgL))),
sum(!is.na(as.vector(site()$Hardness_mgL)),
sum(!is.na(as.vector(site()$TDS_mgL))),
sum(!is.na(as.vector(site()$SpC_uScm))),
sum(!is.na(as.vector(site()$Cl_mgL))),
sum(!is.na(as.vector(site()$SO4_mgL))),
sum(!is.na(as.vector(site()$TP_mgL))),
sum(!is.na(as.vector(site()$TN_mgL)))),
sum(!is.na(as.vector(site()$NO2NO3_mgL))),
sum(!is.na(as.vector(site()$Chlorophyll_mgm3))))
})
Mean <- function()({
as.vector(c(round(mean(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(mean(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(mean(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(mean(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(mean(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Median <- function()({
as.vector(c(round(median(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(median(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(median(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(median(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(median(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
p25 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.25, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.25, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.25, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.25, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.25, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.25, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.25, na.rm = TRUE), digits = 1)))
})
p75 <- function()({
as.vector(c(round(quantile(as.vector(site()$Temp_C), probs = 0.75, na.rm = TRUE), digits = 1),
round(quantile(as.vector(site()$Turbidity_NTU), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$pH), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$DO_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$Hardness_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TDS_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$SpC_uScm), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$Cl_mgL), probs = 0.75, na.rm = TRUE),digits = 0),
round(quantile(as.vector(site()$SO4_mgL), probs = 0.75, na.rm = TRUE), digits = 0),
round(quantile(as.vector(site()$TP_mgL), probs = 0.75, na.rm = TRUE), digits = 3),
round(quantile(as.vector(site()$TN_mgL), probs = 0.75, na.rm = TRUE), digits = 2),
round(quantile(as.vector(site()$NO2NO3_mgL), probs = 0.75, na.rm = TRUE),digits = 2),
round(quantile(as.vector(site()$Chlorophyll_mgm3), probs = 0.75, na.rm = TRUE), digits = 1)))
})
Min <- function()({
as.vector(c(round(min(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(min(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(min(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(min(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(min(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
Max <- function()({
as.vector(c(round(max(as.vector(site()$Temp_C), na.rm = TRUE), digits = 1),
round(max(as.vector(site()$Turbidity_NTU), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$pH), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$DO_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Hardness_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TDS_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SpC_uScm), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$Cl_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$SO4_mgL), na.rm = TRUE), digits = 0),
round(max(as.vector(site()$TP_mgL), na.rm = TRUE), digits = 3),
round(max(as.vector(site()$TN_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$NO2NO3_mgL), na.rm = TRUE), digits = 2),
round(max(as.vector(site()$Chlorophyll_mgm3), na.rm = TRUE), digits = 1)))
})
sheeter <- function()({
sheet <- data.frame(as.vector(Parameter), as.vector(n()),
as.vector(Mean()), as.vector(Median()),
as.vector(Min()), as.vector(Max()),
as.vector(p25()), as.vector(p75()))
})
sheeter()
mister_table <- sheeter()
view(mister_table)
sheet <- data.frame(as.vector(Parameter), as.vector(n()),
as.vector(Mean()), as.vector(Median()),
as.vector(Min()), as.vector(Max()),
as.vector(p25()), as.vector(p75()))
Parameter()
Parameter
n()
as.vector(n())
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
runApp()
ui <- fluidPage(
selectInput(inputId = "site",
label = "Choose a Site",
choices = unique(data$Site_Name),
selected = NULL,
selectize = FALSE
),
dataTableOutput("table")
)
data <- readRDS("C:/Users/308331/OneDrive - State of Oklahoma/Data Management/R/R Shiny Development/Training Resources/BUMP Sheets/BUMPPOR.rds")
ui <- fluidPage(
selectInput(inputId = "site",
label = "Choose a Site",
choices = unique(data$Site_Name),
selected = NULL,
selectize = FALSE
),
dataTableOutput("table")
)
library(shiny)