{"id":3333,"date":"2020-06-01T20:41:25","date_gmt":"2020-06-01T11:41:25","guid":{"rendered":"https:\/\/analysis-navi.com\/?p=3333"},"modified":"2025-06-08T18:39:52","modified_gmt":"2025-06-08T09:39:52","slug":"python%e3%81%ab%e3%82%88%e3%82%8b%e7%b6%ba%e9%ba%97%e3%81%aa%e3%83%92%e3%82%b9%e3%83%88%e3%82%b0%e3%83%a9%e3%83%a0%e3%81%ae%e4%bd%9c%e6%88%90%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/analysis-navi.com\/?p=3333","title":{"rendered":"Python\u306b\u3088\u308b\u7dba\u9e97\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u65b9\u6cd5"},"content":{"rendered":"\n

Python\u3092\u4f7f\u3063\u3066\u3001\u7dba\u9e97\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u308a\u307e\u3057\u3087\u3046\u3002
seaborn\u30e9\u30a4\u30d6\u30e9\u30ea\u306edistplot<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u3044\u304d\u307e\u3059\u3002
\u307e\u305f\u3001\u74b0\u5883\u306fJupyter notebook\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f7f\u7528\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f<\/h2>\n\n\n\n

\u4eca\u56de\u306f\u3001\u4ee5\u4e0b\u306e\u30c6\u30b9\u30c8\u306e\u6210\u7e3e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u307f\u307e\u3059\u3002
\"\"<\/p>\n\n\n\n

\u307e\u305a\u306f\u8aad\u307f\u8fbc\u307e\u305b\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

import pandas as pd\ndf_score = pd.read_csv(\"test_score.csv\",index_col=\"\u540d\u524d\")<\/pre>\n\n\n\n
\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306e\u63cf\u753b<\/h2>\n\n\n\n
Python\u3067\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u65b9\u6cd5\u306f\u5e7e\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001seaborn\u3092\u4f7f\u3046\u65b9\u6cd5\u304c\u6700\u3082\u7dba\u9e97\u306a\u56f3\u3092\u4f5c\u6210\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3042\u307e\u308a\u7d30\u304b\u3044\u4e8b\u306b\u62d8\u3089\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5f15\u6570\u306b\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u5316\u3057\u305f\u3044\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u308b\u3060\u3051\u3067OK\u3067\u3059\u3002
\u4eca\u56de\u306f\u7b97\u6570\u306e\u30c7\u30fc\u30bf\u3067\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u66f8\u3044\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
import seaborn as sns\nsns.set()\nsns.distplot(df_score[\"\u7b97\u6570\"])<\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n\n\n\n\n
\u30fb\u30fb\u30fb\u4e00\u5fdc\u3001\u3067\u304d\u305f\u307f\u305f\u3044\u3067\u3059\u3002
\u30c7\u30d5\u30a9\u30eb\u30c8\u3060\u3068\u4e0a\u306b\u66f2\u7dda\u304c\u63cf\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306fKDE(\u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u63a8\u5b9a)<\/span><\/strong>\u3068\u8a00\u3063\u3066\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306e\u5f62\u72b6\u3092\u6ed1\u3089\u304b\u306b1\u672c\u306e\u7dda\u306b\u3057\u305f\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3056\u3063\u3068\u30c7\u30fc\u30bf\u306e\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u305f\u3044\u3060\u3051\u306a\u3089\u3053\u308c\u3067\u3082\u826f\u3044\u306e\u3067\u3059\u304c\u3001\u3069\u3053\u304b\u306b\u63b2\u8f09\u3059\u308b\u56f3\u306b\u3059\u308b\u5834\u5408\u306f\u3082\u3046\u5c11\u3057\u6574\u3048\u3066\u307f\u305f\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n\n
\u30b0\u30e9\u30d5\u306e\u8abf\u6574<\/h2>\n\n\n\n
\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u3056\u3063\u3068\u6574\u3048\u308b\u65b9\u6cd5\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u5f15\u6570\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
    \n
  • kde=False<\/strong>\u30fb\u30fb\u30fb\u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u95a2\u6570\u306e\u66f2\u7dda\u3092\u975e\u8868\u793a\u306b\u3059\u308b<\/li>\n\n\n\n
  • bins=(\u6570\u5b57)<\/strong>\u30fb\u30fb\u30fb\u68d2\u306e\u672c\u6570\u3092\u6307\u5b9a\u3059\u308b<\/li>\n\n\n\n
  • hist_kws={“range”:(\u6570\u5b57A,\u6570\u5b57B)}<\/strong>\u30fb\u30fb\u30fbX\u8ef8\u306e\u6700\u5c0f\u5024\u30fb\u6700\u5927\u5024\u3092\u6307\u5b9a\u3059\u308b(\u203bkde\u3092\u8868\u793a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u7121\u8996\u3055\u308c\u307e\u3059)<\/li>\n<\/ul>\n\n\n\n
    \u4ee5\u4e0a3\u3064\u3092\u9069\u7528\u3057\u3066\u3001\u6539\u3081\u3066\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u63cf\u753b\u3057\u3066\u307f\u307e\u3059\u3002
    \u4eca\u56de\u306f\u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u95a2\u6570\u306f\u4e0d\u8981\u3068\u601d\u308f\u308c\u307e\u3059\u3002
    \u70b9\u6570\u306a\u306e\u3067\u8868\u793a\u7bc4\u56f2\u306f0\u301c100\u3067\u826f\u3044\u3067\u3057\u3087\u3046\u3002
    \u68d2\u306f10\u70b9\u523b\u307f\u304c\u30ad\u30ea\u304c\u826f\u3044\u306e\u3067\u3001bins\u306f10\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
    import seaborn as sns\nsns.set()\nsns.distplot(df_score[\"\u7b97\u6570\"],kde=False,bins=10, hist_kws={\"range\":(0,100)})<\/pre>\n\n\n\n
    \"\"<\/figure>\n\n\n\n\n\n\n\n
    \u7dba\u9e97\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306b\u306a\u3063\u305f\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n
    \u91cd\u306d\u3066\u8868\u793a\u3059\u308b<\/h2>\n\n\n\n
    distplot\u3092\u9023\u7d9a\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3001\u8907\u6570\u306e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002
    \u8a66\u3057\u306b\u3001\u7b97\u6570\u306e\u30b0\u30e9\u30d5\u306e\u4e0a\u306b\u56fd\u8a9e\u306e\u30b0\u30e9\u30d5\u3092\u91cd\u306d\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
    import seaborn as sns\nsns.set()\nsns.distplot(df_score[\"\u7b97\u6570\"],kde=False,bins=10, hist_kws={\"range\":(0,100)})\nsns.distplot(df_score[\"\u56fd\u8a9e\"],kde=False,bins=10, hist_kws={\"range\":(0,100)})<\/pre>\n\n\n\n
    \"\"<\/figure>\n\n\n\n\n\n\n\n
    2\u3064\u304c\u91cd\u306a\u308a\u3001\u7b97\u6570\u3068\u56fd\u8a9e\u306e\u305d\u308c\u305e\u308c\u306e\u50be\u5411\u304c\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002
    \u305f\u3060\u3001\u3042\u307e\u308a\u91cd\u306d\u3059\u304e\u308b\u3068\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u306e\u3067\u30012\u301c3\u3064\u304f\u3089\u3044\u307e\u3067\u306b\u3057\u305f\u65b9\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
    \u3053\u308c\u3067\u3001\u7121\u4e8b\u306b\u898b\u305f\u76ee\u306e\u826f\u3044\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u304c\u5b8c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
    Python\u3092\u4f7f\u3063\u3066\u3001\u7dba\u9e97\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u308a\u307e\u3057\u3087\u3046\u3002seaborn\u30e9\u30a4\u30d6\u30e9\u30ea\u306edistplot\u3092\u4f7f\u7528\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u74b0\u5883\u306fJupyter notebook\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002 \u4f7f\u7528\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f […]<\/p>\n","protected":false},"author":1,"featured_media":4974,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"swell_btn_cv_data":"","vkexunit_cta_each_option":"","footnotes":""},"categories":[129],"tags":[131,134],"class_list":["post-3333","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-study","tag-stats","tag-python"],"_links":{"self":[{"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/posts\/3333","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3333"}],"version-history":[{"count":13,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/posts\/3333\/revisions"}],"predecessor-version":[{"id":5026,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/posts\/3333\/revisions\/5026"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=\/wp\/v2\/media\/4974"}],"wp:attachment":[{"href":"https:\/\/analysis-navi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3333"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3333"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analysis-navi.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3333"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}