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JSON文件以可读取的格式将数据存储为文本,它是一种JavaScript对象表示法,在R中可以使用rjson包读取JSON文件。
我们通过将以下数据复制到文本编辑器(如记事本)中创建一个JSON文件,并且使用.json
扩展名保存文件,并将文件类型选为所有文件(*.*
),内容如下:
{
"ID":["1","2","3","4","5","6","7","8" ],
"Name":["Rick","Dan","Michelle","Ryan","Gary","Nina","Simon","Guru" ],
"Salary":["623.3","515.2","611","729","843.25","578","632.8","722.5" ],
"StartDate":[ "1/1/2012","9/23/2013","11/15/2014","5/11/2014","3/27/2015","5/21/2013",
"7/30/2013","6/17/2014"],
"Dept":[ "IT","Operations","IT","HR","Finance","IT","Operations","Finance"]
}
在R中使用JSON()
函数读取JSON文件的内容,它作为列表存储在R中,如下:
# Load the package required to read JSON files.
library("rjson")
# Give the input file name to the function.
result <- fromJSON(file = "input.json")
# Print the result.
print(result)
我们可以将上述提取的数据通过使用as.data.frame()
函数转换为R数据帧,以便进一步分析,如下:
# Load the package required to read JSON files.
library("rjson")
# Give the input file name to the function.
result <- fromJSON(file = "input.json")
# Convert JSON file to a data frame.
json_data_frame <- as.data.frame(result)
print(json_data_frame)
好啦,本次记录就到这里了。
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