library(readr) df <- read_csv("yamagata.csv", locale = locale(encoding = "SHIFT-JIS")) df$`/項目` <- NULL df$調査年 <- as.numeric(sapply(df$調査年, gsub, pattern="年度", replacement = "")) df <- df[order(df$調査年),] sakatashi <- df[df$地域 == "山形県 酒田市",] sakatashi$地域 <- NULL sakatashi2 <- na.omit(sakatashi[,c("調査年", "#A05101_人口増減率【%】")]) plot(sakatashi2$調査年, sakatashi2$`#A05101_人口増減率【%】`, xlab = "年度", ylab = "人口増減率【%】", type = "b")