I am very new to this and I wanted to add that the various ways in which I tried to reshape/melt the data. My data in three different variations:
Version 1:
year,type,total,action,perc
2015,v,"1,199,310",crime,42.16
2015,p,"8,024,115",crime,18.24
2015,v,"505,681",arrest,42.16
2015,p,"1,463,213",arrest,18.24
2016,v,"1,250,162",crime,32.85
2016,p,"7,928,530",crime,17.07
2016,v,"410,717",arrest,32.85
2016,p,"1,353,283",arrest,17.07
2017,v,"1,247,321",crime,41.58
2017,p,"7,694,086",crime,16.24
2017,v,"518,617",arrest,41.58
2017,p,"1,249,757",arrest,16.24
Version 2:
year,type,crime,arrest,perc
2015,1,"1,199,310","505,681",42.16
2015,2,"8,024,115","1,463,213",18.24
2016,1,"1,250,162","410,717",32.85
2016,2,"7,928,530","1,353,283",17.07
2017,1,"1,247,321","518,617",41.58
2017,2,"7,694,086","1,249,757",16.24
Version 3:
df <- vpcrimetotal
year,vcrime,varrest,varrestperc,pcrime,parrest,parrestperc
2017,"1,247,321","518,617",0.4158,"7,694,086","1,249,757",0.1624
2016,"1,250,162","410,717",0.3285,"7,928,530","1,353,283",0.1707
2015,"1,199,310","505,681",0.4216,"8,024,115","1,463,213",0.1824
The idea is to show the total number of violent crime versus property crime from 1990-2017 with the number of arrests (labeled as a percent) inside each bar based on crime type (property or violent). The preference is to stack all four into one bar per year with different colors for each.
I found these that helped but was still confused in figuring out how to fit my data into them. how to create stacked bar charts for multiple variables with percentages, but to maybe look like this Count and Percent Together using Stack Bar in R
I have used these sets of data to the code but is probably confusing if I post all the different ones I tried that don't work.