{"id":47881,"date":"2022-01-11T10:05:07","date_gmt":"2022-01-11T01:05:07","guid":{"rendered":"https:\/\/www.creationline.com\/?p=47881"},"modified":"2022-11-18T11:53:22","modified_gmt":"2022-11-18T02:53:22","slug":"%e3%82%b0%e3%83%a9%e3%83%95%e3%81%a7%e7%92%b0%e5%a2%83%e6%b1%9a%e6%9f%93%e3%81%ae%e8%aa%b2%e9%a1%8c%e8%a7%a3%e6%b1%ba%e3%82%92%ef%bc%81neo4j-%e3%82%b0%e3%83%a9%e3%83%95-%e7%92%b0%e5%a2%83%e6%b1%9a","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/neo4j\/47881","title":{"rendered":"\u30b0\u30e9\u30d5\u3067\u74b0\u5883\u6c5a\u67d3\u306e\u8ab2\u984c\u89e3\u6c7a\u3092\uff01#neo4j  #\u30b0\u30e9\u30d5 #\u74b0\u5883\u6c5a\u67d3"},"content":{"rendered":"<p>\u672c\u30d6\u30ed\u30b0\u306f \u300cNeo4j\u300d \u793e\u306e\u6280\u8853\u30d6\u30ed\u30b0\u30672021\u5e7411\u670813\u65e5\u306b\u516c\u958b\u3055\u308c\u305f\u300c<a href=\"https:\/\/medium.com\/neo4j\/graph-a-possible-solution-for-environmental-pollution-cb85fc618b6\" rel=\"nofollow noopener noreferrer\" target=\"_blank\"> Graph: A Possible Solution for Environmental Pollution! <\/a>\u300d\u306e\u65e5\u672c\u8a9e\u7ffb\u8a33\u3067\u3059\u3002<\/p>\n<p><center><img decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/Screen-Shot-2022-01-04-at-14.49.24-360x127.png\" alt=\"\" width=\"270\" height=\"95.25\" class=\"alignnone size-medium wp-image-47907\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/Screen-Shot-2022-01-04-at-14.49.24-360x127.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/Screen-Shot-2022-01-04-at-14.49.24-768x271.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/Screen-Shot-2022-01-04-at-14.49.24.png 856w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/center><\/p>\n<p>\u73fe\u4ee3\u793e\u4f1a\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306f\u3001\u79c1\u306e\u30d1\u30c3\u30b7\u30e7\u30f3\u3067\u3059\u3002\u30b0\u30e9\u30d5\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u91d1\u878d\u3001\u8a50\u6b3a\u5bfe\u7b56\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u8ffd\u8de1\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u3001\u74b0\u5883\u6c5a\u67d3\u306f\u79c1\u305f\u3061\u4eba\u985e\u306b\u3068\u3063\u3066\u6df1\u523b\u306a\u8ab2\u984c\u3067\u3059\u3002\u5404\u56fd\u306fCOP26\u3084SDG13\u306b\u53c2\u52a0\u3057\u3066\u3001\u70ad\u7d20\u6392\u51fa\u91cf\u3092\u5b9f\u8cea\u30bc\u30ed\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5730\u7403\u6e29\u6696\u5316\u3082\u3001\u6c34\u8cea\u6c5a\u67d3\u3082\u3001\u6c34\u5faa\u74b0\u306e\u6fc0\u5909\u3082\u3001\u7570\u5e38\u6c17\u8c61\u3082\u3001\u3059\u3079\u3066\u304c\u4f55\u3089\u304b\u306e\u5f62\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u79c1\u306f\u305d\u306e\u70b9\u306b\u7740\u76ee\u3057\u3001\u305d\u308c\u3089\u306e<b>\u74b0\u5883\u6c5a\u67d3\u306e\u3064\u306a\u304c\u308a\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u30b0\u30e9\u30d5\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3067<\/b>\u8868\u73fe\u3059\u308b\u3053\u3068\u3092\u601d\u3044\u3064\u304d\u307e\u3057\u305f\u3002\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u4e16\u754c\u306b\u5411\u3051\u3066\u767a\u8868\u3059\u308b\u7d20\u6674\u3089\u3057\u3044\u6a5f\u4f1a\u3092\u3001<b>Neo4j Leonhard Euler Idea Contest<\/b> \u304c\u63d0\u4f9b\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u3082\u3061\u308d\u3093\u3001\u30a2\u30a4\u30c7\u30a2\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3001\u305d\u308c\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\u3001\u63a1\u7528\u3059\u308b\u4fa1\u5024\u3084\u6709\u52b9\u6027\u304c\u3042\u308b\u304b\u3092\u793a\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u5c11\u3057\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u96c6\u3081\u307e\u3057\u305f\u3002\uff08<a href=\"https:\/\/github.com\/ShaaniArya\/euler-idea-industrialpollution\" rel=\"noopener\" target=\"_blank\">\u79c1\u306eGit\u53c2\u7167<\/a>\uff09<\/p>\n<p><center><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA-360x146.png\" alt=\"\" width=\"1080\" height=\"438\" class=\"alignnone size-medium wp-image-47886\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA-360x146.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA-1024x414.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA-768x311.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA-1536x621.png 1536w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/1_8xiUrD5VEUlYVkd6MxvAXA.png 2000w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><b>\u7523\u696d\u516c\u5bb3\u5206\u6790\u306e\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb<\/b><\/center><\/p>\n<p>\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb\u306f\u3068\u3066\u3082\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u3053\u306e\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb\u3067\u306f\u3001\u3064\u306a\u304c\u308a\u306e\u3042\u308b\u30d1\u30bf\u30fc\u30f3\uff08\u95a2\u4fc2\u6027\u306e\u77e2\u5370\uff09\u304c\u5730\u57df\u306e\u6c5a\u67d3\u306e\u539f\u56e0\u3068\u306a\u308a\u3046\u308b\u7523\u696d\u3092\u3001\u305d\u308c\u305e\u308c\u306e\u5730\u57df\u306e\u5927\u6c17\u8cea\u30fb\u6c34\u8cea\u306e\u6e2c\u5b9a\u5024\u3084\u75c5\u6c17\u306e\u75c7\u4f8b\u3068\u30ea\u30f3\u30af\u3055\u305b\u3066\u898b\u3064\u3051\u51fa\u3057\u3066\u3044\u308b\u69d8\u5b50\u304c\u5206\u304b\u308a\u307e\u3059\u3002<b>\u30d1\u30bf\u30fc\u30f3\u306e\u88cf\u4ed8\u3051<\/b>\u3092\u3082\u3068\u306b\u3001\u65e9\u6025\u306a\u5bfe\u7b56\u3092\u6839\u672c\u30ec\u30d9\u30eb\u3067\u8b1b\u3058\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<blockquote><p><b>\u30d1\u30bf\u30fc\u30f3\u306e\u88cf\u4ed8\u3051<\/b>\u3068\u3044\u3046\u8868\u73fe\u306b\u3064\u3044\u3066\u3002\u3059\u3079\u3066\u306e\u7523\u696d\u304c\u898f\u7bc4\u306b\u6cbf\u3063\u3066\u6d3b\u52d5\u3057\u3066\u3044\u308b\u306e\u306a\u3089\u3001\u306a\u305c\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u304c\u5bb9\u6613\u306b\u884c\u3048\u306a\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u306a\u305c\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306f\u8907\u96d1\u3067\u3001\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u306e\u7b54\u3048\u306f\u300c\u3064\u306a\u304c\u308a\u300d\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30d1\u30bf\u30fc\u30f3\u306b\u3088\u308b\u88cf\u4ed8\u3051\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002\u30b0\u30e9\u30d5\u306f\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u305d\u306e\u3082\u306e\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3057\u3066\u304f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u4ee5\u4e0b\u306f\u3001\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u6982\u8981\u3067\u3059\u3002<br \/>\n<b>City<\/b>\u30ce\u30fc\u30c9\u3068<b>Pollutant<\/b>\u30ce\u30fc\u30c9\u306f<b>HAS_POLLUTANTS<\/b>\u3067\u30ea\u30f3\u30af\u3055\u308c\u3066\u304a\u308a\u3001\u4e00\u5b9a\u306e\u6642\u9593\u9593\u9694\u3054\u3068\u306b\u5927\u6c17\u8cea\u306e\u6e2c\u5b9a\u5024\u304c\u8a18\u9332\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><b>Pollutant<\/b>\u30ce\u30fc\u30c9\u306f\u90fd\u5e02\uff08<b>City<\/b>\uff09\u3067\u898b\u3064\u304b\u3063\u305f\u6c5a\u67d3\u7269\u8cea\u3067\u3042\u308a\u3001<b>Disease<\/b>\u30ce\u30fc\u30c9\u306f\u90fd\u5e02\uff08<b>City<\/b>\uff09\u3067\u5831\u544a\u3055\u308c\u305f\u75c5\u6c17\u3067\u3059\u3002\u7523\u696d\uff08<b>Industry<\/b>\uff09\u30ce\u30fc\u30c9\u3067\u306f\u3001\u6c5a\u67d3\u7269\u8cea\u3084\u6709\u5bb3\u5316\u5b66\u7269\u8cea\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u539f\u6750\u6599\uff08<b>RawMaterials<\/b>\uff09\u306e\u4f7f\u7528\u3084\u88fd\u9020\u30d7\u30ed\u30bb\u30b9\uff08<b>Process<\/b>\uff09\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001\u90fd\u5e02\u306e\u6c5a\u67d3\u3084\u75c5\u6c17\u306e\u539f\u56e0\u3068\u306a\u3063\u3066\u3044\u308b\u7523\u696d\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u7c21\u5358\u306a\u30af\u30a8\u30ea\u306e\u4f8b\u3067\u3059\u3002<\/p>\n<blockquote><p>MATCH (c:City)<-[r:REPORTED_IN]-(d:Disease)-[:RELATED_TO]->(p:Pollutants)<-[r1:HAS_POLLUTANTS]-(c)\nWHERE r.reportedYear=r1.reportedOnYr\nAND r1.reportedLevel>r1.maxPermissibleLevel<\/p>\n<p>MATCH (p)-[:LINKED_TO]->()<--(i:Industries)-[:IS_IN]->(c)<\/p>\n<p>RETURN DISTINCT r.reportedYear AS Year, c.city AS City,<br \/>\np.pollutant as Pollutant, d.disease AS Disease,<br \/>\nr.patientCount AS DiseaseCaseCount, i.industry AS Industry<\/p><\/blockquote>\n<p><center><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/0_-vUGRaYKGXVzscID-360x152.png\" alt=\"\" width=\"1080\" height=\"456\" class=\"alignnone size-medium wp-image-47892\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/0_-vUGRaYKGXVzscID-360x152.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/0_-vUGRaYKGXVzscID-1024x433.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/0_-vUGRaYKGXVzscID-768x325.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/01\/0_-vUGRaYKGXVzscID.png 1499w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><b>\u7d50\u679c<\/b><\/center><\/p>\n<p>\u3053\u308c\u3067\u3001\u3044\u304b\u306b\u7c21\u5358\u306b\u30d1\u30bf\u30fc\u30f3\u306b\u3088\u308b\u88cf\u4ed8\u3051\u3092\u30af\u30a8\u30ea\u3067\u304d\u308b\u304b\u308f\u304b\u308a\u307e\u3059\u306d\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u3053\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3082\u89e6\u308c\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u516c\u5bb3\u306e\u539f\u56e0\u3068\u306a\u308b\u7523\u696d\u30c9\u30e1\u30a4\u30f3\u306a\u3069\u306e\u8981\u7d20\u3092\u30ce\u30fc\u30c9\u3068\u3057\u3066\u8ffd\u52a0\u3057\u305f\u308a\u3001\u88fd\u9020\u30d7\u30ed\u30bb\u30b9\u3068\u539f\u6750\u6599\u3092\u30ea\u30f3\u30af\u3057\u305f\u308a\u3001\u56fd\u5225\u306e\u5206\u6790\u306a\u3069\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0a\u3001\u74b0\u5883\u6c5a\u67d3\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u63d0\u6848\u3084\u6539\u5584\u306f\u5927\u6b53\u8fce\u3067\u3059\u3001\u30b3\u30e1\u30f3\u30c8\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002\uff08\u30b3\u30e1\u30f3\u30c8\u306f<a href=\"https:\/\/medium.com\/neo4j\/graph-a-possible-solution-for-environmental-pollution-cb85fc618b6\" rel=\"noopener\" target=\"_blank\">\u539f\u6587\u30b3\u30e1\u30f3\u30c8\u6b04\u3078\u3069\u3046\u305e<\/a> \uff09<\/p>\n<p><center>\n\t\t<!--HubSpot Call-to-Action Code -->\n\t\t<span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-ebb0f6a6-5570-4141-8571-14d49ce6b01e\">\n\t\t<span class=\"hs-cta-node hs-cta-ebb0f6a6-5570-4141-8571-14d49ce6b01e\" id=\"ebb0f6a6-5570-4141-8571-14d49ce6b01e\">\n\t\t<!--[if lte IE 8]>\n\t\t<div id=\"hs-cta-ie-element\"><\/div>\n\t\t<![endif]-->\n\t\t<a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/6168413\/ebb0f6a6-5570-4141-8571-14d49ce6b01e\" >\n\t\t<img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-ebb0f6a6-5570-4141-8571-14d49ce6b01e\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/6168413\/ebb0f6a6-5570-4141-8571-14d49ce6b01e.png\"  alt=\"New call-to-action\"\/>\n\t\t<\/a>\n\t\t<\/span>\n\t\t<script charset=\"utf-8\" src=\"\/\/js.hubspot.com\/cta\/current.js\"><\/script>\n\t\t<script>\n\t\thbspt.cta.load(6168413, 'ebb0f6a6-5570-4141-8571-14d49ce6b01e', {});\n\t\t<\/script>\n\t\t<\/span>\n\t\t<!-- end 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