这是我正在处理的 JSON 示例输入数据：
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{"results":[{"address_components":[{"long_name":"Canal Road","short_name":"Canal Rd","types":["route"]},{"long_name":"Empress Garden View Society","short_name":"Empress Garden View Society","types":["political","sublocality","sublocality_level_3"]},{"long_name":"Uday Baug","short_name":"Uday Baug","types":["political","sublocality","sublocality_level_2"]},{"long_name":"Ghorpadi","short_name":"Ghorpadi","types":["political","sublocality","sublocality_level_1"]},{"long_name":"Pune","short_name":"Pune","types":["locality","political"]},{"long_name":"Pune","short_name":"Pune","types":["administrative_area_level_2","political"]},{"long_name":"Maharashtra","short_name":"MH","types":["administrative_area_level_1","political"]},{"long_name":"India","short_name":"IN","types":["country","political"]},{"long_name":"411001","short_name":"411001","types":["postal_code"]}],"formatted_address":"Canal Rd, Empress Garden View Society, Uday Baug, Ghorpadi, Pune, Maharashtra 411001, 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{"results":[{"address_components":[{"long_name":"Canal Road","short_name":"Canal Rd","types":["route"]},{"long_name":"Empress Garden View Society","short_name":"Empress Garden View Society","types":["political","sublocality","sublocality_level_3"]},{"long_name":"Uday Baug","short_name":"Uday Baug","types":["political","sublocality","sublocality_level_2"]},{"long_name":"Ghorpadi","short_name":"Ghorpadi","types":["political","sublocality","sublocality_level_1"]},{"long_name":"Pune","short_name":"Pune","types":["locality","political"]},{"long_name":"Pune","short_name":"Pune","types":["administrative_area_level_2","political"]},{"long_name":"Maharashtra","short_name":"MH","types":["administrative_area_level_1","political"]},{"long_name":"India","short_name":"IN","types":["country","political"]},{"long_name":"411001","short_name":"411001","types":["postal_code"]}],"formatted_address":"Canal Rd, Empress Garden View Society, Uday Baug, Ghorpadi, Pune, Maharashtra 411001, 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我正在尝试从第一次出现的地址组件中提取值。
这样我的虚拟代码看起来像：
dat <- lapply(readLines("D:/jsonSample_pune.json"), fromJSON)
res = lapply(dat, function(x) {
lapply(x[["results"]], function(y) {
do.call(rbind, lapply(y[['address_components']], function(z) {
if (is.null(z)) {
c(rep(NA, 2))}
else {
c(z[['types']][[1]], z[['long_name']]
}
}))
})
})
df_pune <- ldply(sapply(res,'[[',1), data.frame)
write.csv(df_pune,"D:/add_component.csv",row.names = F)
这给了我 O/P 作为：
Type Long_Name
route Unnamed Road
Sub-locality Lohgaon
locality Pune
administrative_area_level_2 Pune
administrative_area_level_1 Maharashtra
country India
postal_code 412105
premise T-1
Sub-locality V S N L Old Colony
Sub-locality1 Dighi
locality Pimpri-Chinchwad
administrative_area_level_2 Pune
administrative_area_level_1 Maharashtra
country India
postal_code 411015
但我期待这样的O/P：
Type Long_Name Rec_Numb
route Unnamed Road 1
Sub-locality Lohgaon 1
locality Pune 1
administrative_area_level_2 Pune 1
administrative_area_level_1 Maharashtra 1
country India 1
postal_code 412105 1
premise T-1 2
Sub-locality V S N L Old Colony 2
Sub-locality1 Dighi 2
locality Pimpri-Chinchwad 2
administrative_area_level_2 Pune 2
administrative_area_level_1 Maharashtra 2
country India 2
postal_code 411015 2
. . .
. . .
应该做什么样的修改才能得到预期的O/P？
我觉得你的做法很复杂
dat %>%
lapply(`[[`, "results") %>%
lapply(`[[`, "address_components") %>%
purrr::map(dplyr::bind_rows) %>%
dplyr::bind_rows(.id = "id")
这是你想要的吗？ （除了选择/重新排序列）