{"id":1772,"date":"2025-06-09T16:57:12","date_gmt":"2025-06-09T07:57:12","guid":{"rendered":"https:\/\/info.zanet.biz\/?p=1772"},"modified":"2025-06-09T16:57:14","modified_gmt":"2025-06-09T07:57:14","slug":"asreview%e3%81%a7%e9%87%8d%e8%a4%87%e6%96%87%e7%8c%ae%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/info.zanet.biz\/?p=1772","title":{"rendered":"ASReview\u3067\u91cd\u8907\u6587\u732e\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n

ASReview<\/a> (\u30a8\u30a4\u30a8\u30b9\u30ec\u30d3\u30e5\u30fc\uff09\u306f\u6587\u732e\u9078\u5b9a\u4f5c\u696d\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u308b\u3001\u6709\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3053\u3068\u3092\u4ee5\u524d\u7d39\u4ecb<\/a>\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3001\u91cd\u8907\u6587\u732e\u3092\u524a\u9664\u3059\u308b deduplicate\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002PubMed, Cochrane CENTRAL, Embase, \u305d\u306e\u4ed6\u306e\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7528\u3044\u308b\u3068\u3001\u7814\u7a76\u8ad6\u6587\u304c\u91cd\u8907\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5f53\u7136\u8d77\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u81ea\u52d5\u7684\u306b\u9664\u53bb\u3059\u308b\u65b9\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002\u3053\u306e\u6295\u7a3f\u306ePDF\u306e\u30b9\u30e9\u30a4\u30c9\u306f\u3053\u3061\u3089<\/a>\u3067\u3059\u3002<\/p>\n\n\n\n

\u2460 \u307e\u305a\u3001\u6587\u732e\u60c5\u5831\uff08No, Reference ID, Citation, Title, Abstract\u306a\u3069\u306e\u60c5\u5831\u3092\u542b\u3080)\u306eExcel \u306exlsx\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3057\u307e\u3059\u3002\u4e00\u884c\u4e00\u6587\u732e\u3067\u3001\u4e00\u884c\u76ee\u306b\u30e9\u30d9\u30eb\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u2461 \u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002\u30c4\u30fc\u30eb\u30d0\u30fc\u306e\u691c\u7d22\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u66f8\u304d\u8fbc\u3080\u3068\u3001\u30a2\u30a4\u30b3\u30f3\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u2462 ASReview\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002 \u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3067Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002Ruquirement already satisfied:\u30fb\u30fb\u30fb\u30fb\u30fb\u3068\u51fa\u529b\u3055\u308c\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u5f85\u6a5f\u3059\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

pip install asreview<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u3082\u3057\u3001python\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3053\u3061\u3089\u306e\u30b5\u30a4\u30c8<\/a>\u304b\u3089\u3002<\/p>\n\n\n\n
\u2463 Python\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3067Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
python<\/code><\/pre>\n\n\n\n
\u2464 ASReviewData\u95a2\u6570\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3067Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
from asreview import ASReviewData<\/code><\/pre>\n\n\n\n
\u2465 \u5143\u306eExcel\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u4e00\u3064\u306e\u65b9\u6cd5\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u30d1\u30b9\u306e\u30b3\u30d4\u30fc\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u30d1\u30b9\u304c\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u2467 \u5143\u306eExcel\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u6570dat\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002\u307e\u305a\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30e1\u30e2\u5e33\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u30fc\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u3001”\u30d5\u30a1\u30a4\u30ebPath”\u306e\u90e8\u5206\u3092\u9078\u629e\u3057\u3066\u8cbc\u308a\u4ed8\u3051\uff08Ctr+V\uff09\u3067\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30d1\u30b9\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n\n\n\n
dat = ASReviewData.from_file(\"\u30d5\u30a1\u30a4\u30ebPath\")<\/code><\/pre>\n\n\n\n

\u30e1\u30e2\u5e33\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306e\u5185\u5bb9\u306b”\u30d5\u30a1\u30a4\u30ebPath”\u3092\u7f6e\u304d\u63db\u3048\u305f\u4f8b\u3002\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u306e\u30d1\u30b9\u306f\u305d\u308c\u305e\u308c\u306ePC\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540ddce-36-with-dup.xlsx\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u3055\u3089\u306b\u3001\uffe5\u306e\u90e8\u5206\u3092\uffe5\uffe5\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002\u7de8\u96c6\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u7f6e\u63db\u3092\u5229\u7528\u3059\u308b\u3068\u7c21\u5358\u3067\u3059\u3002\u4fee\u6b63\u3057\u305f\u30b3\u30fc\u30c9\u3092\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3067\uff08\u30b3\u30d4\u30fc\u30fb\u8cbc\u308a\u4ed8\u3051\uff09\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002\u3053\u308c\u3067\u3001\u5909\u6570dat\u306bExcel\u306e\u5185\u5bb9\u304c\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u2468 Deduplicate\u3092\u5b9f\u884c\u3057\u7d50\u679c\u3092\u5909\u6570dedup_dat\u306b\u683c\u7d0d\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3067\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
dedup_dat = dat.drop_duplicates()<\/code><\/pre>\n\n\n\n
\u2469 dedup_dat\u3092Excel\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u30e1\u30e2\u5e33\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u3001”\u30d5\u30a1\u30a4\u30ebPath”\u3092\u5143\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u306b\u7f6e\u304d\u63db\u3048\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u90e8\u5206\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n\n\n\n
dedup_dat.to_excel(\"\u30d5\u30a1\u30a4\u30ebPath\")<\/code><\/pre>\n\n\n\n
\u4f8b\uff1a\u30e1\u30e2\u5e33\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306e\u5185\u5bb9\u306b”\u30d5\u30a1\u30a4\u30ebPath”\u3092\u7f6e\u304d\u63db\u3048\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u66f8\u304d\u63db\u3048\u305f\u4f8b\u3002\u30d5\u30a1\u30a4\u30eb\u540ddce-36-without-dup.xlsx\uff1a
<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u3053\u308c\u3067\u3001\u91cd\u8907\u6587\u732e\u3092\u9664\u5916\u3057\u305fExcel\u30d5\u30a1\u30a4\u30eb\u304c\u5143\u306eExcel\u30d5\u30a1\u30a4\u30eb\u306e\u30d5\u30a9\u30eb\u30c0\u5185\u306b\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\uff0d\uff0d\uff0d\uff0d\uff0d\uff0d\uff0d<\/p>\n\n\n\n
\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u884c\u3059\u308b\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\u3053\u308c\u3089\u30921\u884c\u305a\u3064\u5b9f\u884c\u3057\u307e\u3059\u304c\u3001\u5168\u90e8\u3092\u4e00\u5ea6\u30e1\u30e2\u5e33\u306b\u30b3\u30d4\u30da\u3057\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u306e\u90e8\u5206\u3092\u66f8\u304d\u63db\u3048\u3066\u304b\u3089\u30011\u884c\u305a\u3064\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u30b3\u30d4\u30da\u3057\u3066\u5b9f\u884c\u3059\u308b\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
pip install asreview\npython\nfrom asreview import ASReviewData\ndat = ASReviewData.from_file(\"\u30d5\u30a1\u30a4\u30ebPath\\\\\u30d5\u30a1\u30a4\u30eb\u540d-with-dup.xlsx\")\ndedup_dat = dat.drop_duplicates()\ndedup_dat.to_excel(\"\u30d5\u30a1\u30a4\u30ebPath\\\\\u30d5\u30a1\u30a4\u30eb\u540d-without-dup.xlsx\")<\/code><\/pre>\n\n\n\n
Excel\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u30b3\u30fc\u30c9\u3068Excel\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\u30b3\u30fc\u30c9\u306e\u90e8\u5206\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u306e\u90e8\u5206\u3092\u66f8\u304d\u63db\u3048\u3066\u304b\u3089\u3001\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u30b3\u30d4\u30da\u3057\u3066\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002Excel\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u969b\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u5909\u3048\u306a\u3044\u3068\u3001\u5143\u30d5\u30a1\u30a4\u30eb\u306b\u4e0a\u66f8\u304d\u3055\u308c\u308b\u306e\u3067\u3001\u6c17\u3092\u4ed8\u3051\u307e\u3057\u3087\u3046\u3002\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3092\u30d5\u30a1\u30a4\u30eb\u30a2\u30a4\u30b3\u30f3\u306e\u53f3\u30af\u30ea\u30c3\u30af\u3067\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u683c\u7d0d\u3055\u308c\u305f\u30d1\u30b9\u306f\u533a\u5207\u308a\u6587\u5b57\u304c\uffe5\uff08\u307e\u305f\u306f\\\u3068\u8868\u793a\u3055\u308c\u308b\uff09\u4e00\u500b\u3067\u3059\u304c\u3001\u305d\u308c\u3092\uffe5\uffe5\u4e8c\u500b\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\uffe5\u306f\u534a\u89d2\u6587\u5b57\u3067\u3059\u3002<\/p>\n\n\n\n
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