{"id":82758,"date":"2024-03-21T01:54:27","date_gmt":"2024-03-20T16:54:27","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%83%a9%e3%82%a4%e3%83%96%e3%83%a9%e3%83%aa%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%ab%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0\/"},"modified":"2025-08-12T22:48:59","modified_gmt":"2025-08-12T13:48:59","slug":"pandas%e3%83%a9%e3%82%a4%e3%83%96%e3%83%a9%e3%83%aa%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%ab%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%83%a9%e3%82%a4%e3%83%96%e3%83%a9%e3%83%aa%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%95%e3%82%a3%e3%83%ab%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0\/","title":{"rendered":"Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5"},"content":{"rendered":"

Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n

    \n
  1. Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\uff1a<\/li>\n
  2. import pandas as pd<\/li>\n
  3. \u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\uff1a<\/li>\n
  4. data = pd.read_csv(‘data.csv’) # CSV\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307f<\/li>\n
  5. \u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b:<\/li>\n
  6. print(data.head()) # \u30c7\u30fc\u30bf\u306e\u5148\u982d\u6570\u884c\u3092\u8868\u793a\u3057\u307e\u3059<\/li>\n
  7. \u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li>\n
  8. \u5358\u4e00\u6761\u4ef6\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\uff1a
    \nfiltered_data = data[data[‘column_name’] > threshold] # \u3042\u308b\u30ab\u30e9\u30e0\u304c\u95be\u5024\u3088\u308a\u5927\u304d\u3044\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li>\n
  9. \u8907\u6570\u306e\u6761\u4ef6\u3067\u7d5e\u308a\u8fbc\u307f\u3092\u884c\u3046\uff08\u8ad6\u7406\u6f14\u7b97\u5b50\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\uff09\uff1a
    \nfiltered_data = data[(data[‘column1’] > threshold1) & (data[‘column2’] < threshold2)] # \u3059\u3079\u3066\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\u3001AND\u6f14\u7b97\u5b50(&) \u3092\u4f7f\u7528 filtered_data = data[(data[‘column1’] > threshold1) | (data[‘column2’] < threshold2)] # \u3044\u305a\u308c\u304b\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\u3001OR\u6f14\u7b97\u5b50(|) \u3092\u4f7f\u7528<\/li>\n
  10. \u7279\u5b9a\u306e\u5024\u3092\u7d5e\u308a\u8fbc\u3080:
    \nfiltered_data = data[data[‘column_name’].isin([‘value1’, ‘value2’, ‘value3’])] # \u6307\u5b9a\u3057\u305f\u5217\u304c\u3042\u308b\u5024\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u7d5e\u308a\u8fbc\u3080<\/li>\n
  11. \u6587\u5b57\u5217\u7167\u5408\u3092\u4f7f\u3063\u3066\u3001’column_name’\u5217\u306e\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u542b\u3080\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\uff1a
    \nfiltered_data = data[data[‘column_name’].str.contains(‘pattern’)]<\/li>\n
  12. \u7d5e\u308a\u8fbc\u307f\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\uff1a<\/li>\n
  13. filtered_data.head()\u3067\u7d5e\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d<\/li>\n<\/ol>\n

    \u4ee5\u4e0a\u306e\u64cd\u4f5c\u304c\u3001Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u57fa\u672c\u7684\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u306a\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u8981\u6c42\u3084\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u3001\u9069\u5b9c\u7d5e\u308a\u8fbc\u307f\u64cd\u4f5c\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002 Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\uff1a import pandas as pd \u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\uff1a data = pd.read_csv […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-82758","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\nPandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u65b9\u6cd5\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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