1
我试图创建一个地区分布图,基本上国家集团进入销售区域。例如:乔治亚州,佛罗里达州和阿拉巴马州将被视为一个名为东南的领土。与各国自定义地区分布图分为地区
好像我应该能够从map_data使用现有的状态shapefile数据(“状态”)创建与这些地区新的shape文件。
但我不完全知道如何做到这一点。
感谢您的帮助球员。让我试着添加一些代码来解释。
library(ggplot2)
library(maps)
library(plyr)
library(grid)
#load us state map data
us_state_map = map_data("state");
#map each state to a division
us_state_map$division[us_state_map$region %in% c("connecticut", "maine", "massachusetts", "new hampshire", "rhode island", "vermont")] <- "D1"
us_state_map$division[us_state_map$region %in% c("new jersey","new york","puerto rico","virgin islands")] <- "D2"
us_state_map$division[us_state_map$region %in% c("delaware","district of columbia","maryland","pennsylvania","virginia","west virginia")] <- "D3"
us_state_map$division[us_state_map$region %in% c("alabama","florida","georgia","kentucky","mississippi","north carolina","south carolina","tennessee")] <- "D4"
us_state_map$division[us_state_map$region %in% c("illinois","indiana","michigan","minnesota","ohio","wisconsin")] <- "D5"
us_state_map$division[us_state_map$region %in% c("arkansas","louisiana","new mexico","oklahoma","texas")] <- "D6"
us_state_map$division[us_state_map$region %in% c("iowa","kansas","missouri","nebraska")] <- "D7"
us_state_map$division[us_state_map$region %in% c("colorado","montana","north dakota","south dakota","utah","wyoming")] <- "D8"
us_state_map$division[us_state_map$region %in% c("arizona","california","hawaii","nevada")] <- "D9"
us_state_map$division[us_state_map$region %in% c("alaska","idaho","oregon","washington")] <- "D10"
#create a dummy variable that counts the number of states in each division
divisions.subtotal <- ddply(us_state_map, .(division), summarize, NumberOfStates=length(unique(region)))
#merge our dummy data back into the map data table
us_state_map.mod <- merge(x=us_state_map, y=divisions.subtotal, all.x=TRUE, by.x="division", by.y="division")
us_state_map.mod = arrange(us_state_map.mod, order);
us_state_map.mod$division = as.factor(us_state_map.mod$division)
#plot a map of each division
map <- ggplot()
map = map + geom_polygon(data=us_state_map.mod, aes(x=long, y=lat, group=group, fill=division))
map
#using these division boundaries, how do i plot the NumberOfStates variable for each Division
而不是通过修改形状文件,为什么不建立一个函数,它在数据帧中的销售地区而言,并吐出一个数据帧中的状态而言适合密谋?你可以用一个将状态链接到销售区域的数据框和一个简单的调用'merge'来解决这个问题。 –
根据你的数据的样子,试试'rgeos :: gUnion'。 –
谢谢你们对我指点正确的方向。我添加了一些代码,可以帮助解释我正在处理的内容。我不能告诉如果粘贴或不是,虽然所有的代码 - 它应该有一个呼叫结束到ggplot(),然后评论... – Matt