{"id":430,"date":"2022-10-30T04:12:14","date_gmt":"2022-09-01T02:22:35","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/index.php\/2023\/11\/30\/r%e3%81%a7google-sheets%e3%82%92%e8%aa%ad%e3%82%80%ef%bc%88%e7%b0%a1%e5%8d%98%e3%81%aa%e6%96%b9%e6%b3%95%ef%bc%89\/"},"modified":"2025-07-31T23:32:01","modified_gmt":"2025-07-31T14:32:01","slug":"r%e3%81%a7google-sheets%e3%82%92%e8%aa%ad%e3%82%80%ef%bc%88%e7%b0%a1%e5%8d%98%e3%81%aa%e6%96%b9%e6%b3%95%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/r%e3%81%a7google-sheets%e3%82%92%e8%aa%ad%e3%82%80%ef%bc%88%e7%b0%a1%e5%8d%98%e3%81%aa%e6%96%b9%e6%b3%95%ef%bc%89\/","title":{"rendered":"R\u3067Google Sheets\u3092\u8aad\u3080\uff08\u7c21\u5358\u306a\u65b9\u6cd5\uff09"},"content":{"rendered":"

\u3082\u3057\u79c1\u304c\u3042\u306a\u305f\u306b\u8cea\u554f\u3092\u3059\u308b\u3068\u3057\u305f\u3089\u3001\u300c\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u304b\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u3059\u3050\u306b\u306f\u3063\u304d\u308a\u3068\u3057\u305fYES\u304c\u8fd4\u3063\u3066\u304f\u308b\u3067\u3057\u3087\u3046\u3002\u305d\u308c\u306f\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u304c\u65e5\u5e38\u306e\u30d3\u30b8\u30cd\u30b9\u64cd\u4f5c\u3067\u3069\u308c\u3060\u3051\u4eba\u6c17\u304c\u3042\u308a\u5f79\u306b\u7acb\u3064\u3082\u306e\u3067\u3042\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u30a2\u30ca\u30ea\u30b9\u30c8\u3067\u3042\u308b\u306a\u3089\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5b58\u5728\u3067\u3059\u3002\u304a\u305d\u3089\u304f\u3001\u4ed5\u4e8b\u3067Excel\u3068Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u4e21\u65b9\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u3002R\u306b\u306fExcel\u30b7\u30fc\u30c8\u3092\u8aad\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3042\u306a\u305f\u306fGoogle\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092R\u3067\u8aad\u307f\u8fbc\u3080\u3053\u3068\u3092\u8003\u3048\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\u3082\u3057\u305d\u3046\u3067\u306a\u3051\u308c\u3070\u3001\u4e00\u5ea6\u8a66\u3057\u3066\u307f\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\n

Google\u30b7\u30fc\u30c8\u3092\u59cb\u3081\u3088\u3046<\/h2>\n

Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u306d\u3002Excel\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3001\u7de8\u96c6\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001Excel\u3068\u306f\u7570\u306a\u308a\u3001Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306fWeb\u30d9\u30fc\u30b9\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3042\u308a\u3001\u5171\u540c\u4f5c\u696d\u3092\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3042\u306a\u305f\u306eGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3001Google\u30c9\u30e9\u30a4\u30d6\u3001\u304a\u3088\u3073Google\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30b9\u30e9\u30a4\u30c9\u306a\u3069\u306e\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u3068\u81ea\u52d5\u7684\u306b\u540c\u671f\u3055\u308c\u307e\u3059\u3002Google\u30b7\u30fc\u30c8\u3067\u306f\u3001\u6bce\u56de\u4fdd\u5b58\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5404\u64cd\u4f5c\u5f8c\u306b\u30b7\u30fc\u30c8\u304c\u66f4\u65b0\u3055\u308c\u308b\u30aa\u30fc\u30c8\u30bb\u30fc\u30d6\u6a5f\u80fd\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u304b\u3063\u3053\u3044\u3044\u3067\u3057\u3087\u3046\uff1f<\/p>\n

\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u3064\u3044\u3066\u8a71\u3059\u3068\u304d\u3001Google\u30b7\u30fc\u30c8\u306f\u9069\u5ea6\u306a\u5909\u66f4\u3092\u52a0\u3048\u306a\u304c\u3089Excel\u306b\u7d9a\u304f\u3067\u3057\u3087\u3046\u3002\u30b7\u30fc\u30c8\u3092\u5171\u6709\u3057\u3066\u5354\u529b\u3059\u308b\u3053\u3068\u3082\u81ea\u7531\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u8907\u6570\u306e\u4eba\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30b7\u30fc\u30c8\u4e0a\u3067\u4f5c\u696d\u3067\u304d\u308b\u305f\u3081\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3092\u7c21\u5358\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u300cGoogle\u30b7\u30fc\u30c8\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u5341\u5206\u3060\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u65b0\u305f\u306a\u697d\u3057\u3044\u3053\u3068\u306b\u98db\u3073\u8fbc\u307f\u307e\u3057\u3087\u3046\uff01\u300d<\/p>\n

\n

\uff32\u3067Google\u30b7\u30fc\u30c8\u3092\u8aad\u3080<\/h2>\n

\u300cgooglesheets4\u300d\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066R\u3067Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R\u3092\u4f7f\u3063\u3066\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u6700\u521d\u306b\u3001R\u3067\u300cgooglesheets4\u300d\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3001\u3055\u3089\u306b\u9032\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

#Install the required package<\/span>\r\ninstall.packages(<\/span>'googlesheets4'<\/span>)<\/span>\r\n<\/code><\/pre>\n
#Load the required library <\/span>\r\nlibrary(<\/span>googlesheets4)<\/span>\r\n<\/code><\/pre>\n
\u305d\u308c\u306f\u826f\u3044\u3067\u3059\u306d\u3002\u79c1\u305f\u3061\u306e\u300cgooglesheets4\u300d\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001Google\u30b7\u30fc\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u6e96\u5099\u304c\u6574\u3044\u307e\u3057\u305f\u3002<\/p>\n
\n
1. \u8a8d\u8a3c\u3092\u8a2d\u5b9a\u3059\u308b<\/h3>\n
Google\u30b7\u30fc\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u76f4\u3061\u306b\u8aad\u307f\u53d6\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002Google\u30b7\u30fc\u30c8\u306f\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u3042\u308a\u3001\u305d\u308c\u3089\u306f\u3042\u306a\u305f\u306eGoogle\u30e1\u30fc\u30eb\u3068\u95a2\u9023\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u3067\u3059\u306e\u3067\u3001R\u304cGoogle\u30b7\u30fc\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u8a31\u53ef\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
R\u306b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\u3001read.csv\u3084read.table\u306e\u3088\u3046\u306a\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u3053\u3053\u3067\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u7a2e\u985e\u3092\u660e\u793a\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d6\u30e9\u30a6\u30b6\u304b\u3089Google Sheets\u306e\u30ea\u30f3\u30af\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3053\u3053\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u3055\u3089\u306a\u308b\u51e6\u7406\u306e\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n
#Read google sheets data into R<\/span>\r\nx <-<\/span> read_sheet(<\/span>'https:\/\/docs.google.com\/spreadsheets\/d\/1J9-ZpmQT_oxLZ4kfe5gRvBs7vZhEGhSCIpNS78XOQUE\/edit?usp=sharing'<\/span>)<\/span>\r\n<\/code><\/pre>\n
Is it OK to cache OAuth access credentials in the folder\r\n\r\n\r\n1: Yes\r\n2: No\r\n<\/code><\/pre>\n
\u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u3092\u7d9a\u884c\u3059\u308b\u306b\u306f\u3001\u30aa\u30d7\u30b7\u30e7\u30f31\uff1a\u300c\u306f\u3044\u300d\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u3001\u8907\u6570\u306eG\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u30ed\u30b0\u30a4\u30f3\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306b\u793a\u3059\u3088\u3046\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u7d99\u7d9a\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
\"Account<\/div>\n
    \n
  • You have to select your account to authorise R to access the G sheets. This process is followed by multiple authorizations. You have to allow R to in all those steps.<\/li>\n<\/ul>\n
    \"Access<\/div>\n
      \n
    • In the below picture, you will be shown the permissions you are giving to the Tidyverse API. Click\u00a0\u201cAllow\u201d\u00a0and you are done.<\/li>\n<\/ul>\n
      \"Access<\/div>\n
        \n
      • After the successful authorization, you can see the completion message.<\/li>\n<\/ul>\n
        \"Authorization<\/div>\n
          \n
        • After this, you will see a successful authorization message in the R studio as shown below.<\/li>\n<\/ul>\n
          \"Rstudio\"<\/div>\n
          \n
          2. R\u306b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u3002<\/h3>\n
          \u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u304c\u5b8c\u4e86\u3057\u3066\u9806\u8abf\u306b\u9032\u3093\u3060\u306e\u306f\u7d20\u6674\u3089\u3057\u3044\u3067\u3059\u306d\u3002\u3067\u306f\u3001Google Sheets\u304b\u3089R\u306b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u65b9\u6cd5\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
          #Reads data into R<\/span>\r\ndf <-<\/span> read_sheet(<\/span>'https:\/\/docs.google.com\/spreadsheets\/d\/1J9-ZpmQT_oxLZ4kfe5gRvBs7vZhEGhSCIpNS78XOQUE\/edit?usp=sharing'<\/span>)<\/span>\r\n\r\n#Prints the data<\/span>\r\ndf\r\n<\/code><\/pre>\n
          # A tibble: 1,000 x 20\r\n   months_loan_dura~ credit_history purpose amount savings_balance employment_leng~\r\n   <<\/span>chr<\/span>><\/span><\/span>                      <<\/span>dbl<\/span>><\/span><\/span> <<\/span>chr<\/span>><\/span><\/span>   <<\/span>chr<\/span>><\/span><\/span>            <<\/span>dbl<\/span>><\/span><\/span> <<\/span>chr<\/span>><\/span><\/span>           \r\n 1 < 0 DM                         6 critic~ radio~            1169 unknown         \r\n 2 1 - 200 DM                    48 repaid  radio~            5951 < 100 DM        \r\n 3 unknown                       12 critic~ educa~            2096 < 100 DM        \r\n 4 < 0 DM                        42 repaid  furni~            7882 < 100 DM        \r\n 5 < 0 DM                        24 delayed car (~            4870 < 100 DM        \r\n 6 unknown                       36 repaid  educa~            9055 unknown         \r\n 7 unknown                       24 repaid  furni~            2835 501 - 1000 DM   \r\n 8 1 - 200 DM                    36 repaid  car (~            6948 < 100 DM        \r\n 9 unknown                       12 repaid  radio~            3059 > 1000 DM       \r\n10 1 - 200 DM                    30 critic~ car (~            5234 < 100 DM        \r\n# ... with 990 more rows, and 14 more variables: installment_rate <<\/span>chr<\/span>><\/span><\/span>,\r\n#   personal_status <<\/span>dbl<\/span>><\/span><\/span>, other_debtors <<\/span>chr<\/span>><\/span><\/span>, residence_history <<\/span>chr<\/span>><\/span><\/span>,\r\n#   property <<\/span>dbl<\/span>><\/span><\/span>, age <<\/span>chr<\/span>><\/span><\/span>, installment_plan <<\/span>dbl<\/span>><\/span><\/span>, housing <<\/span>chr<\/span>><\/span><\/span>,\r\n#   existing_credits <<\/span>chr<\/span>><\/span><\/span>, default <<\/span>dbl<\/span>><\/span><\/span>, dependents <<\/span>dbl<\/span>><\/span><\/span>, telephone <<\/span>dbl<\/span>><\/span><\/span>,\r\n#   foreign_worker <<\/span>chr<\/span>><\/span><\/span>, job <<\/span>chr<\/span>><\/span><\/span>\r\n<\/code><\/pre>\n
          \u3053\u3053\u3067\u306f\u3001R\u304c\u95a2\u6570\u300cread_sheet\u300d\u3092\u4f7f\u7528\u3057\u3066Google\u30b7\u30fc\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\u65b9\u6cd5\u3092\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n
          \u53c2\u7167\u304a\u3088\u3073\u7406\u89e3\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3082\u3053\u3061\u3089\u306b\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
          \"Credit<\/div>\n
            \n
          • Once you setup the account, it will be a very easy game.<\/li>\n<\/ul>\n
            \n
            \uff13\uff0e\u30b7\u30fc\u30c8ID\u3092\u4f7f\u7528\u3057\u3066Google Sheets\u3092R\u306b\u8aad\u307f\u8fbc\u3080\u3002<\/h3>\n
            \u30b7\u30fc\u30c8\u306e\u30ea\u30f3\u30af\u3092\u30b3\u30d4\u30fc\u3057\u3066\u30c7\u30fc\u30bf\u3092\u8aad\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b7\u30fc\u30c8\u306eID\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001read_sheet\u95a2\u6570\u3068\u4e00\u7dd2\u306b\u4f7f\u7528\u3059\u308b\u3060\u3051\u3067\u30c7\u30fc\u30bf\u3092\u901a\u5e38\u901a\u308a\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
            \u3082\u3057\u30b7\u30fc\u30c8ID\u3092\u77e5\u3089\u306a\u3044\u5834\u5408\u3001\u30ea\u30f3\u30af\u3092\u30b7\u30fc\u30c8\u306b\u8ffd\u52a0\u3057\u3066\u3001\u30b7\u30fc\u30c8ID\u3092\u8272\u3067\u5f37\u8abf\u3057\u307e\u3057\u305f\u3002\u3053\u306eID\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001\u540c\u3058\u30d7\u30ed\u30bb\u30b9\u3092\u304a\u3053\u306a\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
            https:\/\/docs.google.com\/spreadsheets\/d\/1J9-ZpmQT_oxLZ4kfe5gRvBs7vZhEGhSCIpNS78XOQUE\/edit#gid=0 \u306e\u30ea\u30f3\u30af\u3092\u30d1\u30e9\u30d5\u30ec\u30fc\u30ba\u304f\u3060\u3055\u3044\u3002<\/p>\n
            \u4ee5\u4e0b\u306b\u3001\u8a71\u3057\u5408\u308f\u308c\u305f\u30b3\u30fc\u30c9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
            #Reads the data with Sheet ID into R<\/span>\r\ndf <-<\/span> read_sheet(<\/span>'1J9-ZpmQT_oxLZ4kfe5gRvBs7vZhEGhSCIpNS78XOQUE'<\/span>)<\/span>\r\n\r\n#Prints the data<\/span>\r\ndf\r\n<\/code><\/pre>\n
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            \n
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            \u3082\u3063\u3068\u8aad\u307f\u307e\u3057\u3087\u3046\uff1aR\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/p>\n","protected":false},"excerpt":{"rendered":"
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