{"id":913,"date":"2022-02-12T08:52:38","date_gmt":"2022-02-11T23:52:38","guid":{"rendered":"http:\/\/epro.fun\/epro\/?page_id=913"},"modified":"2022-02-13T07:45:33","modified_gmt":"2022-02-12T22:45:33","slug":"py1060-%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%89%8d%e5%87%a6%e7%90%86","status":"publish","type":"page","link":"http:\/\/epro.fun\/epro\/python\/py1060-%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%89%8d%e5%87%a6%e7%90%86\/","title":{"rendered":"py1060 &#8211; \u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406"},"content":{"rendered":"\n<p id=\"block-4b204ebe-f1d5-4cd6-bc49-557c3fe534da\">\u3014\u6982\u8981\u3015\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3000Python\u306b\u3088\u308b\u524d\u51e6\u7406\uff08\u5947\u6570\u5217\u306e\u62bd\u51fa\uff09\u306e\u4f8b\u306f<a href=\"http:\/\/epro.fun\/epro\/python\/py1030-csv%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e6%95%b4%e5%bd%a2\/\">Py1030<\/a>\u3067\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3000\u3053\u306e\u4f8b\u3067\u306fExcel\u3067\u624b\u52d5\u3067\u524d\u51e6\u7406\u3057\u305f\u7d50\u679c\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u4f8b\u3068\u3057\u3066\u3001\u5bae\u5d0e\u770c\u5185\u306e\u30a2\u30e1\u30c0\u30b9\u89b3\u6e2c\u5730\u70b9\u306e\u6c17\u6e29\u3068\u6a19\u9ad8\u3068\u306e\u95a2\u4fc2\u3092\u8abf\u3079\u3066\u307f\u307e\u3059\u3002\u307e\u305f\u3001\u91cd\u56de\u5e30\u5206\u6790\u3078\u306e\u767a\u5c55\u3068\u3057\u3066\u3001\u8aac\u660e\u5909\u6570\u3092\u7def\u5ea6\u3068\u6a19\u9ad8\u3001\u76ee\u7684\u5909\u6570\u3092\u6c17\u6e29\u306b\u3057\u3066\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3014\u6280\u6cd5\u3015Excel\uff08\u624b\u52d5\uff09\u3001\u5358\u56de\u5e30\u5206\u6790\u3001\u91cd\u56de\u5e30\u5206\u6790<\/p>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5358\u56de\u5e30\u5206\u6790\">\uff1c\u5358\u56de\u5e30\u5206\u6790\uff1e<\/h2>\n\n\n\n<p>\u3010Excel\u3011<\/p>\n\n\n\n<p>\u3000<a href=\"http:\/\/epro.fun\/epro\/python\/py1030-csv%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e6%95%b4%e5%bd%a2\/\">Py1030<\/a>\u3067\u7d39\u4ecb\u3057\u305f\u30a2\u30e1\u30c0\u30b9\u306e\u89b3\u6e2c\u5730\u70b9\u306e\u3001\u6a19\u9ad8\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066Excel\u3067\u6574\u5f62\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u5730\u57df\u6c17\u8c61\u89b3\u6e2c\u30b7\u30b9\u30c6\u30e0\uff08\u30a2\u30e1\u30c0\u30b9\uff09\u306e\u30da\u30fc\u30b8\u304b\u3089<a href=\"https:\/\/www.jma.go.jp\/jma\/kishou\/know\/amedas\/ame_master_20211207.zip\">\u5730\u57df\u6c17\u8c61\u89b3\u6e2c\u6240\u4e00\u89a7 [ZIP\u5727\u7e2e\u5f62\u5f0f]<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<br><br><\/li><li>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u51cd\u3059\u308b\u3068\u3001\u305f\u3068\u3048\u3070\u300came_master_20211207.csv\u300d\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<br><\/li><\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>\u90fd\u5e9c\u770c\u632f\u8208\u5c40,\u89b3\u6e2c\u6240\u756a\u53f7,\u7a2e\u985e,\u89b3\u6e2c\u6240\u540d,\uff76\uff80\uff76\uff85\u540d,\u6240\u5728\u5730,\u7def\u5ea6(\u5ea6),\u7def\u5ea6(\u5206),\u7d4c\u5ea6(\u5ea6),\u7d4c\u5ea6(\u5206),\u6d77\u9762\u4e0a\u306e\u9ad8\u3055(\uff4d),\u98a8\u901f\u8a08\u306e\u9ad8\u3055(\uff4d),\u6e29\u5ea6\u8a08\u306e\u9ad8\u3055(\uff4d),\u89b3\u6e2c\u958b\u59cb\u5e74\u6708\u65e5,\u5099\u80031,\u5099\u80032\n\u5b97\u8c37,11001,\u56db,\u5b97\u8c37\u5cac,\uff7f\uff73\uff94\uff90\uff7b\uff77,\u7a1a\u5185\u5e02\u5b97\u8c37\u5cac,45,31.2,141,56.1,26,10.1,1.5,\u662d53.10.30,\uff0d,\uff0d\n\u5b97\u8c37,11016,\u5b98,\u7a1a\u5185,\uff9c\uff6f\uff76\uff85\uff72,\u7a1a\u5185\u5e02\u958b\u904b\u3000\u7a1a\u5185\u5730\u65b9\u6c17\u8c61\u53f0,45,24.9,141,40.7,3,24.1,\uff0d,#\u662d50.4.1,11903,\uff0d\n\u5b97\u8c37,11046,\u56db,\u793c\u6587,\uff9a\uff8c\uff9e\uff9d,\u793c\u6587\u90e1\u793c\u6587\u753a\u5927\u5b57\u9999\u6df1\u6751\u30c8\u30f3\u30ca\u30a4,45,18.3,141,2.7,65,10,1.5,\u5e7315.10.17,\uff0d,\uff0d\n\u3000<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\">\uff08\u4ee5\u4e0b\u7701\u7565\uff09<\/mark><\/code><\/pre>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\"><li>\u3053\u306eCSV\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3093\u3067Excel\u5f62\u5f0f\u306b\u5909\u63db\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-922\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-22-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u73fe\u5728\u306e\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001\u65b0\u3057\u3044\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u305f\u3068\u3048\u3070\u300cSheet1\u300d\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u30db\u30fc\u30e0]\u2192[\u4e26\u3079\u66ff\u3048\u3068\u30d5\u30a3\u30eb\u30bf\u30fc]\u2192[\u30d5\u30a3\u30eb\u30bf\u30fc]\u3092\u9078\u629e\u3057\u3066\u304b\u3089\u3001\u305f\u3068\u3048\u3070\u300c\u5bae\u5d0e\u300d\u306e\u307f\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305f\u3068\u3048\u3070\u300cSheet2\u300d\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-923\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-23-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u305d\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001\u89b3\u6e2c\u6240\u540d\u306e\u300c\u5ef6\u5ca1\u300d\u3068\u300c\u6cb9\u6d25\u300d\u304c\u91cd\u8907\u3057\u3066\u3044\u307e\u3059\u3002\u5099\u8003\uff12\u3092\u898b\u3066\u3001\u6c17\u6e29\u306b\u95a2\u4fc2\u3057\u306a\u3044\u65b9\u306e\u884c\u3092\u524a\u9664\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305f\u3068\u3048\u3070\u300cSheet3\u300d\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-924\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-24-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li> \u89b3\u6e2c\u6240\u540d\u3001\u6d77\u9762\u4e0a\u306e\u9ad8\u3055(\uff4d)\u4ee5\u5916\u306e\u5217\u3092\u524a\u9664\u3057\u307e\u3059\u3002\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-929\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-26-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li><a href=\"http:\/\/epro.fun\/epro\/python\/py1030-csv%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e6%95%b4%e5%bd%a2\/\">Py1030<\/a>\u3067\u4f5c\u6210\u3057\u305f\u300cdata_extract.csv\u300d\u306e\u30c7\u30fc\u30bf\u3092\u65b0\u3057\u3044\u30b7\u30fc\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-931\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-27-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u65b0\u3057\u3044\u30b7\u30fc\u30c8\u3092\u8ffd\u52a0\u3057\u3066\u304b\u3089\u3001A1\u30bb\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u5f62\u5f0f\u3092\u9078\u629e\u3057\u3066\u8cbc\u308a\u4ed8\u3051]\u3092\u9078\u629e\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"436\" class=\"wp-image-935\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31-1024x558.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31-768x418.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-31-1536x837.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>[\u5f62\u5f0f\u3092\u9078\u629e\u3057\u3066\u8cbc\u308a\u4ed8\u3051]\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067[\u884c\/\u5217\u306e\u5165\u308c\u66ff\u3048]\u306b\u30c1\u30a7\u30c3\u30af\u3092\u3044\u308c\u3066[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"363\" class=\"wp-image-936\" style=\"width: 480px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-32.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-32.png 642w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-32-300x227.png 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><br><br><\/li><li>\u884c\u3068\u5217\u3068\u304c\u5165\u308c\u66ff\u3063\u3066\u8cbc\u308a\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-937\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-33-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u30db\u30fc\u30e0]\u2192[\u4e26\u3079\u66ff\u3048\u3068\u30d5\u30a3\u30eb\u30bf\u30fc]\u2192[\u6607\u9806]\u3092\u9078\u629e\u3057\u3066\u3001\u89b3\u6e2c\u5730\u70b9\u540d\u306e\u6607\u9806\u306b\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002\u5148\u982d\u304c\u300c\u978d\u5ca1\u300d\u306b\u306a\u308a\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-938\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-34-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>Sheet3\u306e\u6a19\u9ad8\u306e\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3057\u3066\u6b21\u306e\u56f3\u306e\u3088\u3046\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-939\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-35-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u305d\u306e\u5f8c\u3001\u524d\u9805\u3068\u540c\u69d8\u306b\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002\u4e26\u3079\u66ff\u3048\u308b\u7406\u7531\u306f\u3001\u6b21\u306e\u51e6\u7406\u3067\u8868\u5f15\u304d\uff08VLOOKUP\uff09\u3092\u304a\u3053\u306a\u3046\u305f\u3081\u306e\u6e96\u5099\u3067\u3059\u3002<br><br><\/li><li>C1\u30bb\u30eb\u306b\u300c=VLOOKUP(A1,$A$20:$B$45,2)\u300d\u3068\u5165\u529b\u3057\u3001\u300c\u6cb9\u6d25\u300d\u307e\u3067\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-940\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-36-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u3053\u308c\u3067\u3001\u89b3\u6e2c\u5730\u70b9\u540d\u3001\u5e73\u5747\u6c17\u6e29\u3001\u6a19\u9ad8\u306e\u30c7\u30fc\u30bf\u304c\u4e26\u3073\u307e\u3057\u305f\u3002<br><br><\/li><li>\u5e73\u5747\u6c17\u6e29\u3068\u6a19\u9ad8\u306e\u30c7\u30fc\u30bf\u3092\u5165\u308c\u66ff\u3048\u307e\u3059\u3002\u305d\u306e\u7406\u7531\u306f\u3001\u6a2a\u8ef8\u3092\u6a19\u9ad8\uff08\u8aac\u660e\u5909\u6570\uff09\u3001\u7e26\u8ef8\u3092\u5e73\u5747\u6c17\u6e29\uff08\u76ee\u7684\u5909\u6570\uff09\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u305f\u3081\u3067\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-941\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-37-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li><a href=\"http:\/\/epro.fun\/epro\/python\/py1010-%e3%82%a2%e3%82%a4%e3%82%b9%e3%81%a8%e6%b0%97%e6%b8%a9%e3%81%ae%e9%96%a2%e4%bf%82\/\">Py1010<\/a>\u3068\u540c\u69d8\u306b\u3057\u3066\u3001\u6563\u5e03\u56f3\u3068\u56de\u5e30\u5f0f\u3092\u8868\u793a\u3057\u307e\u3059\u3002<br><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" class=\"wp-image-942\" style=\"width: 800px;\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38.png\" alt=\"\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38.png 1920w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-38-1536x834.png 1536w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><br><br><\/li><li>\u56de\u5e30\u5f0f\u306f\u300cy = -0.0079x + 17.894\u300d\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u6a19\u9ad8\u304c100m\u4e0a\u304c\u308b\u30680.79\u5ea6\u6c17\u6e29\u304c\u4e0b\u304c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u4e00\u822c\u7684\u306b\u306f\u300c\u6a19\u9ad8\u304c100m\u9ad8\u304f\u306a\u308b\u3068\u6c17\u6e29\u306f\u7d040.65\u2103\u4e0b\u304c\u308b\u300d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u72ed\u3044\u7bc4\u56f2\u3067\u306e\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u3067\u8a66\u3057\u305f\u306e\u3067\u3053\u306e\u3088\u3046\u306a\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<br><\/li><\/ol>\n\n\n\n<p>\u3010Python\u3011<\/p>\n\n\n\n<p>\u3000\u524d\u51e6\u7406\u3057\u305f\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001Python\u3067\u5358\u56de\u5e30\u5206\u6790\u3092\u884c\u3046\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3014\u30c7\u30fc\u30bf\u3015<\/p>\n\n\n\n<p>\u3000Excel\u3067\u524d\u51e6\u7406\u3057\u305f\u30c7\u30fc\u30bf\u306b\u300cx\u300d\u3068\u300cy\u300d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u304b\u3089\u3001CSV\u5f62\u5f0f\u3067\u3001\u305f\u3068\u3048\u3070\u300cdata.csv\u300d\u3068\u3044\u3046\u540d\u524d\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40-1024x556.png\" alt=\"\" class=\"wp-image-950\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40-1536x834.png 1536w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-40.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u3014\u5b9f\u884c\u4f8b\u3015<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-39.png\" alt=\"\" class=\"wp-image-946\" width=\"487\" height=\"439\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-39.png 642w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-39-300x271.png 300w\" sizes=\"auto, (max-width: 487px) 100vw, 487px\" \/><\/figure>\n\n\n\n<p>\u3000\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u3001\u6b21\u306e\u3088\u3046\u306b\u56de\u5e30\u5909\u6570\u3068\u5207\u7247\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002Excel\u306e\u7d50\u679c\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;&#91;-0.00792186]]\n&#91;17.89391898]<\/code><\/pre>\n\n\n\n<p>\u3014\u30d7\u30ed\u30b0\u30e9\u30e0\u3015<\/p>\n\n\n\n<p>\u3000<a href=\"http:\/\/epro.fun\/epro\/python\/py1010-%e3%82%a2%e3%82%a4%e3%82%b9%e3%81%a8%e6%b0%97%e6%b8%a9%e3%81%ae%e9%96%a2%e4%bf%82\/\">py1010<\/a>\u3068\u307b\u307c\u540c\u3058\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\nimport matplotlib.pyplot as plt\nfrom sklearn import linear_model\n\ndf = pd.read_csv('data.csv')\n\nx = df&#91;&#91;'x']]\ny = df&#91;&#91;'y']]\n\nmodel = linear_model.LinearRegression()\nmodel.fit(x, y)\nprint(model.coef_)\nprint(model.intercept_)\n\n# \u30b0\u30e9\u30d5\u8868\u793a\nplt.plot(x,y,'o')\nplt.plot(x,model.predict(x))\nplt.show()\n<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li>\u53c2\u8003\u8cc7\u6599<ul><li><a href=\"https:\/\/scikit-learn.org\/\">sklearn<\/a><\/li><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/linear_model.html#linear-model\">linear_model<\/a><\/li><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.linear_model.LinearRegression.html#sklearn.linear_model.LinearRegression\">LinearRegression<\/a><\/li><\/ul><\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\" id=\"block-b351651c-29fb-4718-9550-53855527f529\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u91cd\u56de\u5e30\u5206\u6790\">\uff1c\u91cd\u56de\u5e30\u5206\u6790\uff1e<\/h2>\n\n\n\n<p>\u3000\u767a\u5c55\u3068\u3057\u3066\u91cd\u56de\u5e30\u5206\u6790\u306e\u7d50\u679c\u306e\u307f\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3014\u30c7\u30fc\u30bf\u3015<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>x1\tx2\ty\r\n590\t32.64333333\t13.2125\r\n19\t32.58166667\t17.19166667\r\n228\t32.04666667\t16.23541667\r\n9\t31.93833333\t18.175\r\n20\t31.465\t18.21458333\r\n14\t32.71166667\t17.3125\r\n350\t32.71166667\t14.68333333\r\n57\t32.12333333\t17.03125\r\n276\t32\t16.68958333\r\n250\t32.385\t15.15\r\n8\t32.06333333\t17.31458333\r\n260\t32.24\t15.60208333\r\n6\t31.87666667\t18.28333333\r\n134\t31.84333333\t17.2375\r\n154\t31.73\t17.26875\r\n20\t32.40833333\t17.00625\r\n3\t31.57833333\t18.59166667\r<\/code><\/pre>\n\n\n\n<p>\u3010Excel\u3011<\/p>\n\n\n\n<p>\u30a8\u30af\u30bb\u30eb\u306e\u5206\u6790\u30c4\u30fc\u30eb\u306e\u56de\u5e30\u5206\u6790\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41-1024x556.png\" alt=\"\" class=\"wp-image-970\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41-1536x834.png 1536w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-41.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42-1024x556.png\" alt=\"\" class=\"wp-image-971\" srcset=\"http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42-1024x556.png 1024w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42-300x163.png 300w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42-768x417.png 768w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42-1536x834.png 1536w, http:\/\/epro.fun\/epro\/wp-content\/uploads\/2022\/02\/image-42.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e0a\u306e\u7d50\u679c\u3088\u308a\u3001\u56de\u5e30\u5f0f\u306f\u300cy = -0.00667&#215;1 -1.28018&#215;2 + 58.85961\u300d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001\u8a73\u7d30\u306f\u5272\u611b\u3057\u307e\u3059\u304c\u3001\u4e88\u6e2c\u7cbe\u5ea6\u304c\u5358\u56de\u5e30\u5206\u6790\u306e\u5834\u5408\u3088\u308a\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3010Python\u3011<\/p>\n\n\n\n<p>\u3000Python\u3067\u540c\u69d8\u306e\u51e6\u7406\u3092\u304a\u3053\u306a\u3044\u3001\u56de\u5e30\u5909\u6570\u3068\u5207\u7247\u3092\u8868\u793a\u3057\u307e\u3059\u3002Excel\u306e\u7d50\u679c\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3014\u5b9f\u884c\u4f8b\u3015<\/p>\n\n\n\n<p>[[-0.00666881 -1.28017902]]<br>[58.85960881]<\/p>\n\n\n\n<p>\u3014\u30d7\u30ed\u30b0\u30e9\u30e0\u3015<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\r\nimport matplotlib.pyplot as plt\r\nfrom sklearn import linear_model\r\n\r\ndf = pd.read_csv('data2.csv')\r\n\r\nx = df&#91;&#91;'x1','x2']]\r\ny = df&#91;&#91;'y']]\r\n\r\nmodel = linear_model.LinearRegression()\r\nmodel.fit(x, y)\r\nprint(model.coef_)\r\nprint(model.intercept_)\r\n#print(model.score(x, y))\r\n# 0.9499321410878981\r<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<p id=\"block-d1485a8d-f97a-4b6e-8863-0b6dc7f47435\">Copyright (C) 2022&nbsp;<a href=\"http:\/\/epro.fun\/epro\/\">Easy Programming<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3014\u6982\u8981\u3015\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306e\u4f8b\u3067\u3059\u3002 \u3000Py &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":38,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-913","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/pages\/913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/comments?post=913"}],"version-history":[{"count":17,"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/pages\/913\/revisions"}],"predecessor-version":[{"id":973,"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/pages\/913\/revisions\/973"}],"up":[{"embeddable":true,"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/pages\/38"}],"wp:attachment":[{"href":"http:\/\/epro.fun\/epro\/wp-json\/wp\/v2\/media?parent=913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}