{"id":116212,"date":"2023-05-25T17:08:11","date_gmt":"2023-05-25T08:08:11","guid":{"rendered":"https:\/\/avinton.com\/academy\/data-analysis-basics-part-1\/"},"modified":"2023-05-25T17:08:11","modified_gmt":"2023-05-25T08:08:11","slug":"data-analysis-basics-part-1","status":"publish","type":"page","link":"https:\/\/avinton.com\/en\/academy\/data-analysis-basics-part-1\/","title":{"rendered":"\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u790e &#8211; Part\uff11"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_row_inner content_placement=&#8221;middle&#8221;][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;81573&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;81585&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][\/vc_row_inner][vc_column_text]<\/p>\n<h2 class=\"header2\" dir=\"auto\" data-sourcepos=\"7:1-7:16\">\u306f\u3058\u3081\u306b<\/h2>\n<p dir=\"auto\" data-sourcepos=\"7:1-7:16\">\u30c7\u30fc\u30bf\u5206\u6790 Basic\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\u77e5\u8b58\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u53ef\u8996\u5316\u306e\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\nBasic\u30b3\u30fc\u30b9\u306fPart\uff11\u3068Part\uff12\u306e2\u3064\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001Part\uff11\u3067\u306f\u300c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\u77e5\u8b58\u306e\u7fd2\u5f97\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u300d\u3001Part\uff12\u3067\u306f\u300c\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5b9f\u8df5\u300d\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"header2\" dir=\"auto\" data-sourcepos=\"16:1-16:25\">\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u306f<\/h2>\n<p dir=\"auto\" data-sourcepos=\"16:1-16:25\">\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e00\u90e8\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u52a0\u5de5\u30fb\u53ef\u8996\u5316\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u8ab0\u3082\u304c\u4f7f\u3048\u308b\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002<br \/>\n\u5ba2\u89b3\u7684\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u5408\u7406\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3068\u3044\u3046\u30c7\u30fc\u30bf\u5206\u6790\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u751f\u304b\u3059\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u6368\u9078\u629e\u3001\u9069\u5207\u306a\u898b\u305b\u65b9\u306a\u3069\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5de5\u7a0b\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h2 class=\"header2\" dir=\"auto\" data-sourcepos=\"23:1-24:103\"><strong>\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u6d41\u308c<\/strong><\/h2>\n<p dir=\"auto\" data-sourcepos=\"26:1-27:81\"><strong><img decoding=\"async\" class=\"aligncenter size-full wp-image-81559\" src=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-01.png\" alt=\"\" width=\"641\" height=\"114\" srcset=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-01.png 641w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-01-300x53.png 300w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-01-355x63.png 355w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><\/strong><\/p>\n<p dir=\"auto\" data-sourcepos=\"26:1-27:81\"><strong>\u53ce\u96c6\uff1a\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/strong><br \/>\n\u6b63\u3057\u3044\u5206\u6790\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u76ee\u7684\u306b\u3042\u3063\u305f\u30c7\u30fc\u30bf\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<p dir=\"auto\" data-sourcepos=\"29:1-31:75\"><strong>\u51e6\u7406\u30fb\u52a0\u5de5\uff1a\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3084\u3059\u3044\u3082\u306e\u306b\u5909\u3048\u308b<\/strong><br \/>\n\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3059\u308b\u3046\u3048\u3067\u6700\u521d\u304b\u3089\u5b8c\u74a7\u306a\u30c7\u30fc\u30bf\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u5206\u6790\u304c\u3057\u3084\u3059\u3044\u72b6\u614b\u306b\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p dir=\"auto\" data-sourcepos=\"33:1-36:69\">\uff1c\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u4f8b\uff1e<br \/>\n\u5217\u30fb\u884c\u306e\u8ffd\u52a0\uff1a\u65b0\u3057\u304f\u30c7\u30fc\u30bf\u3092\u4f5c\u3063\u3066\u8ffd\u52a0\u3001\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u524a\u9664<br \/>\n\u6b20\u640d\u5024\u51e6\u7406\u3000\uff1a\u6b20\u3051\u3066\u3057\u307e\u3063\u305f\u30c7\u30fc\u30bf\u3092\u88dc\u5b8c\u3042\u308b\u3044\u306f\u524a\u9664<br \/>\n\u7d50\u5408\u3000\u3000\u3000\u3000\uff1a\u30c7\u30fc\u30bf\u540c\u58eb\u3092\u6a2a\u65b9\u5411\u3084\u7e26\u65b9\u5411\u306b\u7d50\u5408<\/p>\n<p dir=\"auto\" data-sourcepos=\"38:1-40:84\"><strong>\u53ef\u8996\u5316\uff1a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u898b\u3048\u308b\u5316\u3059\u308b<\/strong><br \/>\n\u304d\u308c\u3044\u306b\u52a0\u5de5\u3057\u305f\u30c7\u30fc\u30bf\u3082\u305d\u306e\u307e\u307e\u3067\u306f\u5206\u304b\u308a\u3065\u3089\u3044\u3067\u3059\u3002<br \/>\n\u30b0\u30e9\u30d5\u3084\u56f3\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u8ab0\u3067\u3082\u3088\u304f\u308f\u304b\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002<\/p>\n<p dir=\"auto\" data-sourcepos=\"42:1-45:57\">\uff1c\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u4f8b\uff1e<br \/>\n\u68d2\u30b0\u30e9\u30d5\uff1a\u8907\u6570\u306e\u5bfe\u8c61\u30c7\u30fc\u30bf\u306e\u6bd4\u8f03\u304c\u53ef\u80fd<br \/>\n\u6298\u308c\u7dda\uff1a\u5e74\u3054\u3068\u3084\u6708\u3054\u3068\u306a\u3069\u6642\u7cfb\u5217\u3067\u306e\u63a8\u79fb\u3092\u77e5\u308b<br \/>\n\u30de\u30c3\u30d7\uff1a\u5834\u6240\u3084\u30a8\u30ea\u30a2\u306b\u8272\u4ed8\u3051\u3001\u30d7\u30ed\u30c3\u30c8<\/p>\n<h2 class=\"header2\" dir=\"auto\" data-sourcepos=\"42:1-45:57\">\u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3000Google Colaboratory<\/h2>\n<p dir=\"auto\" data-sourcepos=\"53:1-53:151\">Google colaboratory\u3068\u306f\u8ab0\u3067\u3082\u7c21\u5358\u306bPython\u3092\u8a18\u8ff0\u3001\u5b9f\u884c\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p dir=\"auto\" data-sourcepos=\"55:1-56:159\">\u672c\u6765Python\u3092\u4f7f\u3046\u306b\u306f\u30bd\u30d5\u30c8\u3084\u30c4\u30fc\u30eb\u3092\u5225\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306a\u3069\u74b0\u5883\u69cb\u7bc9\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u306fGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3055\u3048\u3042\u308c\u3070\u3059\u3050\u306bPython\u3092\u8a18\u8ff0\u3057\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p dir=\"auto\" data-sourcepos=\"58:1-59:99\">\u307e\u305f\u3001\u4ed6\u306eGoogle\u30b5\u30fc\u30d3\u30b9\u3068\u540c\u69d8\u306b\u5171\u6709\u30dc\u30bf\u30f3\u304b\u3089\u7c21\u5358\u306b\u30b3\u30fc\u30c9\u3092\u30b7\u30a7\u30a2\u3067\u304d\u308b\u3053\u3068\u3082\u7279\u5fb4\u306e\u3072\u3068\u3064\u3067\u3059\u3002<br \/>\nGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3055\u3063\u305d\u304f\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n<h3 dir=\"auto\" data-sourcepos=\"61:1-61:32\"><strong>Google Colaboratory\u306e\u64cd\u4f5c<\/strong><\/h3>\n<ul dir=\"auto\" data-sourcepos=\"63:1-67:0\">\n<li data-sourcepos=\"63:1-63:125\"><a href=\"https:\/\/colab.research.google.com\/?hl=ja\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">Google Colaboratory<\/a>\u3092\u958b\u3044\u305f\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u65b0\u898f\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<li data-sourcepos=\"64:1-64:134\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b\u3068\u30bb\u30eb\u3068\u547c\u3070\u308c\u308b\u8a18\u8ff0\u6b04\u304c\u4e00\u884c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u307e\u3059\u3002<\/li>\n<li data-sourcepos=\"65:1-65:211\">\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u305f\u3089\u30bb\u30eb\u306e\u4e00\u756a\u5de6\u306b\u3042\u308b<img decoding=\"async\" class=\"js-lazy-loaded\" src=\"https:\/\/gitlab.avinton.com\/avinton\/academy\/uploads\/33b1b84c6fdbe72466e07c57ec5509f3\/image.png\" alt=\"image\" data-qa_selector=\"js_lazy_loaded_content\" \/>\u3092\u62bc\u4e0bor\u300cShift\u300d+\u300cEnter\u300d\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n<li data-sourcepos=\"66:1-67:0\">\u30d5\u30a1\u30a4\u30eb\u30e1\u30cb\u30e5\u30fc\u5185\u306e<img decoding=\"async\" class=\"js-lazy-loaded\" src=\"https:\/\/gitlab.avinton.com\/avinton\/academy\/uploads\/1abd7d903a1dc5d9517a50537274f057\/image.png\" alt=\"image\" data-qa_selector=\"js_lazy_loaded_content\" \/>\u30de\u30fc\u30af\u3092\u62bc\u3059\u3068\u3001PC\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p class=\"header2\" dir=\"auto\" data-sourcepos=\"70:1-70:40\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-81557\" src=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02.png\" alt=\"\" width=\"1908\" height=\"906\" srcset=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02.png 1908w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02-300x142.png 300w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02-1024x486.png 1024w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02-352x167.png 352w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02-1536x729.png 1536w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-02-800x380.png 800w\" sizes=\"(max-width: 1908px) 100vw, 1908px\" \/><\/p>\n<h2 class=\"header2\" dir=\"auto\" data-sourcepos=\"70:1-70:40\">\u30c7\u30fc\u30bf\u51e6\u7406\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/h2>\n<p dir=\"auto\" data-sourcepos=\"74:1-76:289\">\u30c7\u30fc\u30bf\u5206\u6790\u306b\u9069\u3057\u305fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u300cPandas\u300d\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u884c\u3063\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/06\/Pandas_\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb.zip\">Pandas_\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb.ipynb<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u3089\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u958b\u59cb\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\n\u306a\u304a\u3001\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f\u53c2\u8003\u306b\u63b2\u8f09\u3057\u3066\u3044\u308bPandas\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300c10minutes to Pandas\u300d\u304b\u3089\u629c\u7c8b\u3057\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c9\u304c\u5206\u304b\u3089\u306a\u3044\u5834\u5408\u306b\u306f\u51e6\u7406\u5185\u5bb9\u304c\u66f8\u304b\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u30b3\u30fc\u30c9\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>1. Google Colaboratory\u3092\u958b\u304f<br \/>\n2. \u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 &#8211; \u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u300cDay1_Pandas_\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb.ipynb\u300d\u3092\u9078\u629e<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-81555\" src=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-03.png\" alt=\"\" width=\"1121\" height=\"77\" srcset=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-03.png 1121w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-03-300x21.png 300w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-03-1024x70.png 1024w, https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/data-analytics-basics-1-03-355x24.png 355w\" sizes=\"(max-width: 1121px) 100vw, 1121px\" \/><\/p>\n<p>3. \u30c6\u30ad\u30b9\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u51e6\u7406\u5185\u5bb9\u306b\u5f93\u3063\u3066\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u3044\u304d\u307e\u3057\u3087\u3046<\/p>\n<p dir=\"auto\" data-sourcepos=\"85:1-85:147\">\u53c2\u8003\uff1a<a href=\"https:\/\/pandas.pydata.org\/docs\/user_guide\/10min.html?utm_source=website&amp;utm_medium=academy&amp;utm_campaign=sidebar#min\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">10minutes to Pandas<\/a><\/p>\n<div class=\"note-text md\">\n<h3 dir=\"auto\" data-sourcepos=\"89:1-89:10\">\u6f14\u7fd2<\/h3>\n<p dir=\"auto\" data-sourcepos=\"93:1-94:229\">\u6700\u5f8c\u306b\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u6f14\u7fd2\u3067\u3059\u3002<br \/>\nAvinton\u30a2\u30ab\u30c7\u30df\u30fc\u3000<a href=\"https:\/\/avinton.com\/academy\/pandas%e3%81%ab%e3%82%88%e3%82%8b%e6%a7%8b%e9%80%a0%e5%8c%96%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90\/\" target=\"_blank\" rel=\"nofollow noreferrer noopener\">Pandas\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u5206\u6790<\/a>\u306e\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u307f\u307e\u3059\u3002<\/p>\n<p>1. <a href=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/Day2_Pandas\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u5206\u6790.zip\">Day2_Pandas\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u5206\u6790.ipynb<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<br \/>\n2. <a href=\"https:\/\/avinton.com\/wp-content\/uploads\/2023\/05\/train_housing.csv\">train_housing.csv<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<br \/>\n3. \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u540c\u69d8\u306e\u624b\u9806\u3067Google Colaboratory\u3067\u300cDay2_Pandas\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u5206\u6790.ipynb\u300d\u3092\u958b\u304d\u307e\u3059<br \/>\n4. \u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u300ctrain_housing.csv\u300d\u30d5\u30a1\u30a4\u30eb\u3092Google Colaboratory\u4e0a\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<br \/>\n5. \u4e00\u884c\u76ee\u306e\u30bb\u30eb\u306b\u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u5b9f\u884c\u3057\u305f\u3089\u3001\u30a2\u30ab\u30c7\u30df\u30fc\u5185\u300c2-1 \u4e0b\u8a18\u306e\u30da\u30fc\u30b8\u3092\u53c2\u8003\u306b\u6700\u521d\u306e\u4e94\u884c\u3092\u8868\u793a\u3057\u307e\u3057\u3087\u3046\u3002\u300d\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"gl-relative markdown-code-block js-markdown-code\">\n<pre>import pandas as pd\r\n\r\ndf = pd.read_csv(\"train_housing.csv\")\r\n<\/pre>\n<\/div>\n<\/div>\n<p>[\/vc_column_text][vc_column_text]<h2 class=\"header2\">\u3042\u306a\u305f\u3082\u3001Avinton\u3067\u3053\u306e\u3088\u3046\u306a\u6700\u5148\u7aef\u6280\u8853\u3092\u7fd2\u5f97\u3057\u6d3b\u7528\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/h2>\r\n<p>\u793e\u54e1\u306e\u6210\u9577\u3092\u5c0e\u304d\u306a\u304c\u3089\u3001AI\u3084\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306a\u3069\u306e\u6700\u5148\u7aef\u6280\u8853\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6d3b\u7528\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u79c1\u305f\u3061\u306e\u30d3\u30b8\u30e7\u30f3\u3067\u3059\u3002Avinton\u306e\u5145\u5b9f\u3057\u305f\u6280\u8853\u7814\u4fee\u3067\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u3092\u56f3\u308a\u3001\u3042\u306a\u305f\u306e\u30ad\u30e3\u30ea\u30a2\u76ee\u6a19\u3092\u4e00\u7dd2\u306b\u9054\u6210\u3057\u307e\u305b\u3093\u304b\uff1f<\/p>\r\n\r\n<div class=\"wpb_wrapper\">\r\n\t<style type=\"text\/css\">#b_7nj5auavywibxcdvs005 a{color:#ffffff; background:#c00000; margin-top:0px; margin-bottom:30px;  margin-left:0px; margin-right:0px; font-weight:700; border-radius:0px;}#b_7nj5auavywibxcdvs005 a:hover{color: ; background:#d30000 ;}<\/style>\r\n\t<div class=\"ta_center tf_btn_pos\" id=\"b_7nj5auavywibxcdvs005\"><a class=\"rd_normal_bt medium_rd_bt cta_btm\" href=\"https:\/\/avinton.com\/careers\/?utm_medium=btmcta&amp;utm_source=website&amp;utm_campaign=academy\" target=\"yes\">\u63a1\u7528\u60c5\u5831<\/a><\/div>\r\n<\/div>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_row_inner content_placement=&#8221;middle&#8221;][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;81573&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;81585&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][\/vc_row_inner][vc_column_text] \u306f\u3058\u3081\u306b \u30c7\u30fc\u30bf\u5206\u6790 Basic\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\u77e5\u8b58\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304a\u3088\u3073\u53ef\u8996\u5316\u306e\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 Basic\u30b3\u30fc\u30b9\u306fPart\uff11\u3068Part\uff12\u306e2\u3064\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001Part\uff11\u3067\u306f\u300c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\u77e5\u8b58\u306e\u7fd2\u5f97\u30fb\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u300d\u3001Part\uff12\u3067\u306f\u300c\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5b9f\u8df5\u300d\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u305f\u3060\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u51e6\u7406\u3068\u306f \u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e00\u90e8\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u52a0\u5de5\u30fb\u53ef\u8996\u5316\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u8ab0\u3082\u304c\u4f7f\u3048\u308b\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002 \u5ba2\u89b3\u7684\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u5408\u7406\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3068\u3044\u3046\u30c7\u30fc\u30bf\u5206\u6790\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u751f\u304b\u3059\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u6368\u9078\u629e\u3001\u9069\u5207\u306a\u898b\u305b\u65b9\u306a\u3069\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5de5\u7a0b\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u51e6\u7406\u306e\u6d41\u308c \u53ce\u96c6\uff1a\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b \u6b63\u3057\u3044\u5206\u6790\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u76ee\u7684\u306b\u3042\u3063\u305f\u30c7\u30fc\u30bf\u3092\u9078\u3073\u307e\u3059\u3002 \u51e6\u7406\u30fb\u52a0\u5de5\uff1a\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3084\u3059\u3044\u3082\u306e\u306b\u5909\u3048\u308b \u30c7\u30fc\u30bf\u5206\u6790\u3092\u3059\u308b\u3046\u3048\u3067\u6700\u521d\u304b\u3089\u5b8c\u74a7\u306a\u30c7\u30fc\u30bf\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002 \u5206\u6790\u304c\u3057\u3084\u3059\u3044\u72b6\u614b\u306b\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002 \uff1c\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u4f8b\uff1e \u5217\u30fb\u884c\u306e\u8ffd\u52a0\uff1a\u65b0\u3057\u304f\u30c7\u30fc\u30bf\u3092\u4f5c\u3063\u3066\u8ffd\u52a0\u3001\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u524a\u9664 \u6b20\u640d\u5024\u51e6\u7406\u3000\uff1a\u6b20\u3051\u3066\u3057\u307e\u3063\u305f\u30c7\u30fc\u30bf\u3092\u88dc\u5b8c\u3042\u308b\u3044\u306f\u524a\u9664 \u7d50\u5408\u3000\u3000\u3000\u3000\uff1a\u30c7\u30fc\u30bf\u540c\u58eb\u3092\u6a2a\u65b9\u5411\u3084\u7e26\u65b9\u5411\u306b\u7d50\u5408 \u53ef\u8996\u5316\uff1a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u898b\u3048\u308b\u5316\u3059\u308b \u304d\u308c\u3044\u306b\u52a0\u5de5\u3057\u305f\u30c7\u30fc\u30bf\u3082\u305d\u306e\u307e\u307e\u3067\u306f\u5206\u304b\u308a\u3065\u3089\u3044\u3067\u3059\u3002 \u30b0\u30e9\u30d5\u3084\u56f3\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u8ab0\u3067\u3082\u3088\u304f\u308f\u304b\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002 \uff1c\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u4f8b\uff1e \u68d2\u30b0\u30e9\u30d5\uff1a\u8907\u6570\u306e\u5bfe\u8c61\u30c7\u30fc\u30bf\u306e\u6bd4\u8f03\u304c\u53ef\u80fd \u6298\u308c\u7dda\uff1a\u5e74\u3054\u3068\u3084\u6708\u3054\u3068\u306a\u3069\u6642\u7cfb\u5217\u3067\u306e\u63a8\u79fb\u3092\u77e5\u308b \u30de\u30c3\u30d7\uff1a\u5834\u6240\u3084\u30a8\u30ea\u30a2\u306b\u8272\u4ed8\u3051\u3001\u30d7\u30ed\u30c3\u30c8 \u30c7\u30fc\u30bf\u51e6\u7406\u30c4\u30fc\u30eb\u3000Google Colaboratory Google colaboratory\u3068\u306f\u8ab0\u3067\u3082\u7c21\u5358\u306bPython\u3092\u8a18\u8ff0\u3001\u5b9f\u884c\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u672c\u6765Python\u3092\u4f7f\u3046\u306b\u306f\u30bd\u30d5\u30c8\u3084\u30c4\u30fc\u30eb\u3092\u5225\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306a\u3069\u74b0\u5883\u69cb\u7bc9\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u306fGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3055\u3048\u3042\u308c\u3070\u3059\u3050\u306bPython\u3092\u8a18\u8ff0\u3057\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u4ed6\u306eGoogle\u30b5\u30fc\u30d3\u30b9\u3068\u540c\u69d8\u306b\u5171\u6709\u30dc\u30bf\u30f3\u304b\u3089\u7c21\u5358\u306b\u30b3\u30fc\u30c9\u3092\u30b7\u30a7\u30a2\u3067\u304d\u308b\u3053\u3068\u3082\u7279\u5fb4\u306e\u3072\u3068\u3064\u3067\u3059\u3002 Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3055\u3063\u305d\u304f\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\uff01 Google Colaboratory\u306e\u64cd\u4f5c Google Colaboratory\u3092\u958b\u3044\u305f\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u65b0\u898f\u4f5c\u6210\u3057\u307e\u3059\u3002 \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b\u3068\u30bb\u30eb\u3068\u547c\u3070\u308c\u308b\u8a18\u8ff0\u6b04\u304c\u4e00\u884c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u307e\u3059\u3002 \u30b3\u30fc\u30c9\u3092\u66f8\u3044\u305f\u3089\u30bb\u30eb\u306e\u4e00\u756a\u5de6\u306b\u3042\u308b\u3092\u62bc\u4e0bor\u300cShift\u300d+\u300cEnter\u300d\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002 \u30d5\u30a1\u30a4\u30eb\u30e1\u30cb\u30e5\u30fc\u5185\u306e\u30de\u30fc\u30af\u3092\u62bc\u3059\u3068\u3001PC\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u51e6\u7406\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb \u30c7\u30fc\u30bf\u5206\u6790\u306b\u9069\u3057\u305fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u300cPandas\u300d\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u884c\u3063\u3066\u3044\u304d\u307e\u3059\u3002 Pandas_\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb.ipynb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u3089\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u958b\u59cb\u3057\u307e\u3057\u3087\u3046\u3002 \u306a\u304a\u3001\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f\u53c2\u8003\u306b\u63b2\u8f09\u3057\u3066\u3044\u308bPandas\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300c10minutes to Pandas\u300d\u304b\u3089\u629c\u7c8b\u3057\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c9\u304c\u5206\u304b\u3089\u306a\u3044\u5834\u5408\u306b\u306f\u51e6\u7406\u5185\u5bb9\u304c\u66f8\u304b\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u30b3\u30fc\u30c9\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/><a href=\"https:\/\/avinton.com\/en\/academy\/data-analysis-basics-part-1\/\" class=\"more\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":66771,"parent":1906,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-116212","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u790e - Part\uff11 - Avinton Japan<\/title>\n<meta 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