[英]How to plot multiple columns on the x axes on one scatter plot using ggplot2?
I am new to coding and to R and I have this data set that I would like to scatter plot with a line using the ggplot2 package. I am new to coding and to R and I have this data set that I would like to scatter plot with a line using the ggplot2 package. Basically, I want to show the number of tests for each grade (G3-G8) by year.基本上,我想按年份显示每个年级(G3-G8)的测试次数。 I want all the grades on the "x" axes and the year on the "y" axes.我想要“x”轴上的所有成绩和“y”轴上的年份。 I tried (tidyr/gather) and (reshape2/ melt) but I keep getting an error message.我尝试了 (tidyr/gather) 和 (reshape2/melt) 但我不断收到错误消息。
Year G3 G4 G5 G6 G7 G8
2003 6 10 8 4 6 8
2004 10 12 4 12 19 10
2005 11 9 13 10 13 11
2006 26 25 28 37 32 19
2007 5 1 3 4 3 1
2008 4 2 4 4 4 2
2009 6 4 8 8 8 6
2010 5 5 5 5 5 5
2011 8 8 8 8 8 8
2012 6 6 6 6 6 6
2013 3 3 3 3 3 3
2014 5 4 4 4 4 4
2015 60 60 60 60 60 60
2016 26 26 26 26 26 26
2017 6 6 6 6 6 6
2018 18 18 18 18 18 18
Here's an approach with pivot_longer
from the tidyr
package.这是tidyr
package 中使用pivot_longer
的方法。
There is a slight disconnected between what you say in the first sentence "I want to show the number of tests for each grade (G3-G8) by year", and then your variable mapping in the next sentence.您在第一句话中所说的“我想按年份显示每个年级(G3-G8)的测试次数”与下一句中的变量映射之间略有脱节。 But perhaps you can edit it from here if this is not what you want.但如果这不是您想要的,也许您可以从这里编辑它。
library(tidyr)
library(ggplot2)
data %>%
pivot_longer(-Year,names_to = "Grade", values_to = "NumberTests") %>%
ggplot(aes(x = Year, y = NumberTests, color = Grade)) +
geom_line() +
geom_point()
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