R(week 8)
library(ggplot2) library(tidyverse) mtcars dim(mtcars) head(mtcars) ?qplot qplot(data = mtcars, x = wt, y = mpg) + ggtitle(" sjdklfd skdjskfl dsfs") + theme(plot.title = element_text(hjust = 0.5)) + xlab("x") + ylab("y") grep("^geom", objects("package:ggplot2"), value = TRUE) qplot(mpg, wt, data = mtcars, color = factor(cyl), geom = c("point", "line")) qplot(mpg, wt, data = mtcars, color = cyl, geom = c("point", "line")) p <- qplot(data = mtcars, x = wt, y = mpg, shape = factor(cyl)) + scale_shape_manual("Number of\n Clylinder", values = c(3, 5, 8)) + scale_color_manual(values = c("red", "blue", "green")) qplot(data = mtcars, x = wt, y = mpg, color = factor(gear)) + #facet_grid(gear~.) facet_grid(gear~cyl, label = label_both) qplot(factor(mtcars$cyl), geom = "bar") qplot(factor(mtcars$cyl), geom = "blank", fill = factor(mtcars$am), xlab = "", ylab = "", main = "sdfsdfsf") + geom_bar(position = "dodge") + scale_x_discrete(label = c("V4", "V6", "V8"))+ scale_y_continuous(breaks = seq(0, 12, 2)) + theme_bw() + coord_flip()+ scale_fill_grey(name = "Trans.", labels = c("auto", "manual")) ggplot() + geom_point(data = mtcars, mapping = aes( x = wt, y = mpg, shape = factor(cyl)), size = 3)+ geom_smooth(data = mtcars, mapping = aes( x = wt, y = mpg), method = 'lm') ggplot(data = mtcars, aes(x=wt, y = mpg)) + geom_point(aes(color = factor(cyl)))+ geom_smooth(method = 'lm')