output$YvsXPlot2 <- renderPlot({
dat <- getDat()
datP <- getDatP()
if (input$use2 == TRUE) {
if (input$Method == 1) {
p <- ggplot(data = dat, aes(x = X_00060_00003.x2, y = X_00060_00003.y)) +
geom_point() +
scale_y_log10(labels = comma) +
scale_x_log10(labels = comma) +
annotation_logticks(sides = "trbl") +
stat_smooth(method = "lm") +
labs(x = paste0("Discharge, in cubic feet per second \n for ", input$xID2),
y = paste0("Discharge, in cubic feet per second \n for ", input$yID)) +
theme_bw() + theme(legend.title = element_blank())
p
}
else if (input$Method == 2) {
p <- ggplot(data = dat, aes(x = X_00060_00003.x2, y = X_00060_00003.y)) +
geom_point() +
scale_y_log10(labels = comma) +
scale_x_log10(labels = comma) +
annotation_logticks(sides = "trbl") +
stat_smooth(method = "gam", formula = y ~ s(x, bs = "cs")) +
labs(x = paste0("Discharge, in cubic feet per second \n for ", input$xID2),
y = paste0("Discharge, in cubic feet per second \n for ", input$yID)) +
theme_bw() + theme(legend.title = element_blank())
p
}
}
})
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