{"id":175,"date":"2026-07-22T11:00:43","date_gmt":"2026-07-22T08:00:43","guid":{"rendered":"https:\/\/lasoft.com.ua\/blog\/?p=175"},"modified":"2026-07-23T14:20:30","modified_gmt":"2026-07-23T11:20:30","slug":"budget-transparency-platform-for-local-government","status":"publish","type":"post","link":"https:\/\/lasoft.com.ua\/blog\/budget-transparency-platform-for-local-government\/","title":{"rendered":"\u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0431\u044e\u0434\u0436\u0435\u0442\u043d\u043e\u0457 \u043f\u0440\u043e\u0437\u043e\u0440\u043e\u0441\u0442\u0456 \u0434\u043b\u044f \u0433\u0440\u043e\u043c\u0430\u0434\u0438: \u044f\u043a \u043c\u0438 \u0446\u0435 \u0431\u0443\u0434\u0443\u0454\u043c\u043e \u0456 \u0447\u043e\u043c\u0443 \u0446\u0435 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e"},"content":{"rendered":"<p>\u0426\u0435 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0432 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\u0433\u0440\u0430\u0444\u0456\u043a \u0431\u044e\u0434\u0436\u0435\u0442\u0443 \u0433\u0440\u043e\u043c\u0430\u0434\u0438\"\n\t\t\t\tdecoding=\"async\"\n\t\t\t\tloading=\"lazy\"\n\t\t\t\twidth=\"100%\">\n\t\t<\/picture>\n<\/p>\n<h3>3. \u0414\u0430\u0448\u0431\u043e\u0440\u0434\u0438 \u0434\u043b\u044f \u0433\u0440\u043e\u043c\u0430\u0434\u044f\u043d\u0438\u043d\u0430<\/h3>\n<p>\u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0432\u043a\u043b\u044e\u0447\u0430\u0454 \u0448\u0456\u0441\u0442\u044c \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u0447\u043d\u0438\u0445 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432, \u043a\u043e\u0436\u0435\u043d \u0437 \u044f\u043a\u0438\u0445 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u0454 \u043d\u0430 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0435 \u043f\u0438\u0442\u0430\u043d\u043d\u044f:<\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>\u0414\u0430\u0448\u0431\u043e\u0440\u0434<\/strong><\/td>\n<td><strong>\u0429\u043e \u043f\u043e\u043a\u0430\u0437\u0443\u0454<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u041e\u0433\u043b\u044f\u0434 \u0431\u044e\u0434\u0436\u0435\u0442\u0443 \u0433\u0440\u043e\u043c\u0430\u0434\u0438<\/td>\n<td>\u0421\u0443\u043c\u0430\u0440\u043d\u0456 \u0432\u0438\u0442\u0440\u0430\u0442\u0438 \u0437\u0430 \u043e\u0431\u0440\u0430\u043d\u0438\u0439 \u043f\u0435\u0440\u0456\u043e\u0434, \u043f\u043b\u0430\u043d vs \u0444\u0430\u043a\u0442, \u0434\u0438\u043d\u0430\u043c\u0456\u043a\u0430 \u043f\u043e \u0440\u043e\u043a\u0430\u0445<\/td>\n<\/tr>\n<tr>\n<td>\u0412\u0438\u0442\u0440\u0430\u0442\u0438 \u0437\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430\u043c\u0438<\/td>\n<td>\u0420\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u043c\u0456\u0436 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430\u043c\u0438, \u0422\u041e\u041f-5 \u0437\u0430 \u0432\u0438\u0442\u0440\u0430\u0442\u0430\u043c\u0438, drill-down \u0434\u043e \u043f\u0440\u043e\u0454\u043a\u0442\u0456\u0432<\/td>\n<\/tr>\n<tr>\n<td>\u0412\u0438\u0442\u0440\u0430\u0442\u0438 \u0437\u0430 \u043f\u0440\u043e\u0454\u043a\u0442\u0430\u043c\u0438<\/td>\n<td>\u0414\u0435\u0442\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u043a\u043e\u0436\u043d\u043e\u0457 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0438 \u0434\u043e \u0440\u0456\u0432\u043d\u044f \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0438\u0445 \u043f\u0440\u043e\u0454\u043a\u0442\u0456\u0432<\/td>\n<\/tr>\n<tr>\n<td>\u0412\u0438\u0442\u0440\u0430\u0442\u0438 \u0437\u0430 \u043e\u0431\u2019\u0454\u043a\u0442\u0430\u043c\u0438<\/td>\n<td>\u041a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0456 \u043e\u0431\u2019\u0454\u043a\u0442\u0438 \u043d\u0430 \u043a\u0430\u0440\u0442\u0456: \u0448\u043a\u043e\u043b\u0430, \u0434\u043e\u0440\u043e\u0433\u0430, \u043f\u0430\u0440\u043a: \u0437 \u0431\u044e\u0434\u0436\u0435\u0442\u043e\u043c \u0456 \u0444\u043e\u0442\u043e<\/td>\n<\/tr>\n<tr>\n<td>\u0410\u043d\u0430\u043b\u0456\u0437 \u0437\u0430 \u0440\u0430\u0439\u043e\u043d\u0430\u043c\u0438<\/td>\n<td>Heatmap \u043f\u043e \u0440\u0430\u0439\u043e\u043d\u0430\u0445, \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0432\u0438\u0442\u0440\u0430\u0442, \u0442\u043e\u043f \u043f\u0440\u043e\u0454\u043a\u0442\u0456\u0432 \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0440\u0430\u0439\u043e\u043d\u0443<\/td>\n<\/tr>\n<tr>\n<td>\u041a\u043e\u043c\u0431\u0456\u043d\u043e\u0432\u0430\u043d\u0456 \u0437\u0440\u0456\u0437\u0438<\/td>\n<td>\u0411\u0443\u0434\u044c-\u044f\u043a\u0430 \u043a\u043e\u043c\u0431\u0456\u043d\u0430\u0446\u0456\u044f \u0444\u0456\u043b\u044c\u0442\u0440\u0456\u0432: \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430 + \u0440\u0430\u0439\u043e\u043d + \u0440\u0456\u043a + \u043e\u0431\u2019\u0454\u043a\u0442<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0404\u0434\u0438\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0444\u0456\u043b\u044c\u0442\u0440\u0456\u0432: \u0440\u0456\u043a, \u043a\u0432\u0430\u0440\u0442\u0430\u043b, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430, \u0440\u0430\u0439\u043e\u043d, \u043f\u0440\u043e\u0454\u043a\u0442 \u043f\u0440\u0430\u0446\u044e\u0454 \u043a\u0440\u043e\u0441-\u0444\u0443\u043d\u043a\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u043e: \u0437\u043c\u0456\u043d\u0430 \u0444\u0456\u043b\u044c\u0442\u0440\u0430 \u043d\u0430 \u043e\u0434\u043d\u043e\u043c\u0443 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456 \u043e\u0434\u0440\u0430\u0437\u0443 \u043e\u043d\u043e\u0432\u043b\u044e\u0454 \u0432\u0441\u0456 \u043f\u043e\u0432\u2019\u044f\u0437\u0430\u043d\u0456 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u0438.<\/p>\n<p>\t\t<picture>\n\t\t\t<source\n\t\t\t\tmedia=\"(max-width: 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\t\t\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=1248 2x,\n                \t\t\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=1872 3x\"\n\t\t\t\ttype=\"image\/webp\">\n\t\t\t<source\n\t\t\t\tmedia=\"(min-width: 1200px)\"\n\t\t\t\tsrcset=\"\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=624 1x,\n                \t\t\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=1248 2x,\n                \t\t\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=1872 3x\">\n\n\t\t\t<img\n\t\t\t\tsrc=\"\/\/wsrv.nl\/?url=https%3A%2F%2Flasoft.com.ua%2Fblog%2Fwp-content%2Fuploads%2F2026%2F07%2F%25D0%25B0%25D0%25BD%25D0%25B0%25D0%25BB%25D1%2596%25D1%2582%25D0%25B8%25D1%2587%25D0%25BD%25D0%25B8%25D0%25B9-%25D0%25B3%25D1%2580%25D0%25B0%25D1%2584%25D1%2596%25D0%25BA-%25D0%25B1%25D1%258E%25D0%25B4%25D0%25B6%25D0%25B5%25D1%2582%25D1%2583-%25D0%25B3%25D1%2580%25D0%25BE%25D0%25BC%25D0%25B0%25D0%25B4%25D0%25B8-scaled.png&#038;output=webp&#038;w=624\"\n\t\t\t\talt=\"\u0430\u043d\u0430\u043b\u0456\u0442\u0438\u0447\u043d\u0438\u0439 \u0433\u0440\u0430\u0444\u0456\u043a \u0431\u044e\u0436\u0435\u0442\u0443 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\"\n\t\t\t\tdecoding=\"async\"\n\t\t\t\tloading=\"lazy\"\n\t\t\t\twidth=\"100%\">\n\t\t<\/picture>\n<\/p>\n<h3>4. \u0410\u0434\u043c\u0456\u043d-\u043f\u0430\u043d\u0435\u043b\u044c \u0456 \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u0456\u044f \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/h3>\n<p>\u0410\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u0435 \u0441\u0430\u043c\u043e\u0441\u0442\u0456\u0439\u043d\u043e \u0434\u043e\u0434\u0430\u0432\u0430\u0442\u0438 \u043d\u043e\u0432\u0456 \u0434\u0430\u043d\u0456 \u0447\u0435\u0440\u0435\u0437 \u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0431\u0435\u0437 \u0440\u043e\u0437\u0440\u043e\u0431\u043d\u0438\u043a\u0430. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0444\u0430\u0439\u043b, \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u044f\u0454 \u0439\u043e\u0433\u043e \u044f\u043a\u0456\u0441\u0442\u044c \u0456 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u043e\u043d\u043e\u0432\u043b\u044e\u0454 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0443.<\/p>\n<p>\u041f\u0430\u0440\u0430\u043b\u0435\u043b\u044c\u043d\u043e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u043f\u0443\u0431\u043b\u0456\u043a\u0443\u0454 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456 \u043d\u0430\u0431\u043e\u0440\u0438 \u0434\u0430\u043d\u0438\u0445 \u0443 \u0444\u043e\u0440\u043c\u0430\u0442\u0456 CSV \u0456 JSON \u0447\u0435\u0440\u0435\u0437 CKAN \u2013 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0439 \u043f\u043e\u0440\u0442\u0430\u043b \u0434\u0430\u043d\u0438\u0445. \u0426\u0435 \u043e\u0437\u043d\u0430\u0447\u0430\u0454, \u0449\u043e \u0436\u0443\u0440\u043d\u0430\u043b\u0456\u0441\u0442\u0438, \u0434\u043e\u0441\u043b\u0456\u0434\u043d\u0438\u043a\u0438 \u0430\u0431\u043e \u0456\u043d\u0448\u0456 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u0443\u0442\u044c \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u0438 \u0442\u0456 \u0441\u0430\u043c\u0456 \u0434\u0430\u043d\u0456 \u0456 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0457\u0445 \u0443 \u0432\u043b\u0430\u0441\u043d\u0438\u0445 \u043f\u0440\u043e\u0454\u043a\u0442\u0430\u0445.<\/p>\n<h2>\u042f\u043a \u0432\u0438\u0433\u043b\u044f\u0434\u0430\u0454 \u043f\u0440\u043e\u0446\u0435\u0441 \u0432\u0456\u0434 \u0456\u0434\u0435\u0457 \u0434\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0443<\/h2>\n<table>\n<tbody>\n<tr>\n<td><strong>\u0415\u0442\u0430\u043f<\/strong><\/td>\n<td><strong>\u0429\u043e \u0432\u0456\u0434\u0431\u0443\u0432\u0430\u0454\u0442\u044c\u0441\u044f<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Discovery<\/td>\n<td>\u0410\u0443\u0434\u0438\u0442 \u0434\u0430\u043d\u0438\u0445, \u0432\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0440\u043e\u043b\u0435\u0439 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432, \u043f\u0440\u0456\u043e\u0440\u0438\u0442\u0435\u0437\u0430\u0446\u0456\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u043e\u043d\u0430\u043b\u0443<\/td>\n<\/tr>\n<tr>\n<td>\u0414\u0438\u0437\u0430\u0439\u043d<\/td>\n<td>UX\/UI \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f, \u0437\u0430\u0442\u0432\u0435\u0440\u0434\u0436\u0435\u043d\u043d\u044f \u0441\u0446\u0435\u043d\u0430\u0440\u0456\u0457\u0432 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f, \u043f\u043e\u0433\u043e\u0434\u0436\u0435\u043d\u043d\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432<\/td>\n<\/tr>\n<tr>\n<td>ETL \u0456 \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u0430\u043d\u0438\u0445<\/td>\n<td>\u041f\u0440\u043e\u0454\u043a\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445, \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0456\u0432 \u0456\u043c\u043f\u043e\u0440\u0442\u0443 \u0456 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044e \u044f\u043a\u043e\u0441\u0442\u0456<\/td>\n<\/tr>\n<tr>\n<td>\u0420\u043e\u0437\u0440\u043e\u0431\u043a\u0430<\/td>\n<td>\u0422\u0440\u0438 \u0440\u0435\u043b\u0456\u0437\u0438: \u0414\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f \u0442\u0430 \u0434\u0438\u0437\u0430\u0439\u043d \u2192 \u041a\u0430\u0440\u0442\u0430 \u0432\u0438\u0442\u0440\u0430\u0442 \u2192 \u0410\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0438<\/td>\n<\/tr>\n<tr>\n<td>\u0422\u0435\u0441\u0442\u0443\u0432\u0430\u043d\u043d\u044f<\/td>\n<td>QA, \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u043a\u0430 \u044f\u043a\u043e\u0441\u0442\u0456 \u0434\u0430\u043d\u0438\u0445, \u043d\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0443\u0432\u0430\u043b\u044c\u043d\u0435 \u0442\u0435\u0441\u0442\u0443\u0432\u0430\u043d\u043d\u044f<\/td>\n<\/tr>\n<tr>\n<td>\u0417\u0430\u043f\u0443\u0441\u043a<\/td>\n<td>\u0420\u043e\u0437\u0433\u043e\u0440\u0442\u0430\u043d\u043d\u044f \u043d\u0430 AWS, \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u043c\u043e\u043d\u0456\u0442\u043e\u0440\u0438\u043d\u0433\u0443 \u0456 \u0430\u043b\u0435\u0440\u0442\u0456\u0432<\/td>\n<\/tr>\n<tr>\n<td>\u041d\u0430\u0432\u0447\u0430\u043d\u043d\u044f<\/td>\n<td>\u0422\u0440\u0435\u043d\u0456\u043d\u0433\u0438 \u0434\u043b\u044f \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0456\u0432, \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044f, \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0430<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>\u041a\u043e\u043c\u0443 \u0449\u0435 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0435 \u0442\u0430\u043a\u0435 \u0440\u0456\u0448\u0435\u043d\u043d\u044f<\/h2>\n<p>\u041a\u043e\u043b\u0438 \u043c\u0438 \u0431\u0443\u0434\u0443\u0432\u0430\u043b\u0438 \u0446\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443, \u0441\u0442\u0430\u043b\u043e \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e: \u0437\u0430\u0434\u0430\u0447\u0430 \u00ab\u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432\u0438 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u043b\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u00bb \u0441\u0442\u043e\u0457\u0442\u044c \u043f\u0435\u0440\u0435\u0434 \u0431\u0443\u0434\u044c-\u044f\u043a\u043e\u044e \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0454\u044e, \u0434\u0435 \u0454 \u0434\u0430\u043d\u0456 \u0456 \u0454 \u043b\u044e\u0434\u0438, \u044f\u043a\u0438\u043c \u0446\u0456 \u0434\u0430\u043d\u0456 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0438.<\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>\u041e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u044f<\/strong><\/td>\n<td><strong>\u0429\u043e \u0437\u0430 \u0434\u0430\u043d\u0456<\/strong><\/td>\n<td><strong>\u041a\u043e\u043c\u0443 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u041c\u0456\u0441\u044c\u043a\u0430 \u0440\u0430\u0434\u0430<\/td>\n<td>\u0411\u044e\u0434\u0436\u0435\u0442, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0438, \u043f\u0440\u043e\u0454\u043a\u0442\u0438, \u043e\u0431\u2019\u0454\u043a\u0442\u0438<\/td>\n<td>\u041c\u0435\u0448\u043a\u0430\u043d\u0446\u0456, \u0436\u0443\u0440\u043d\u0430\u043b\u0456\u0441\u0442\u0438, \u0434\u043e\u043d\u043e\u0440\u0438<\/td>\n<\/tr>\n<tr>\n<td>\u041d\u0414\u041e \u0442\u0430 \u043c\u0456\u0436\u043d\u0430\u0440\u043e\u0434\u043d\u0456 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457<\/td>\n<td>\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u0438, \u0431\u0435\u043d\u0435\u0444\u0456\u0446\u0456\u0430\u0440\u0438, \u0432\u0438\u0442\u0440\u0430\u0442\u0438 \u043f\u043e \u0433\u0440\u0430\u043d\u0442\u0430\u0445<\/td>\n<td>\u0414\u043e\u043d\u043e\u0440\u0438, \u043f\u0430\u0440\u0442\u043d\u0435\u0440\u0438, \u0437\u0432\u0456\u0442\u043d\u0456\u0441\u0442\u044c<\/td>\n<\/tr>\n<tr>\n<td>\u041c\u0435\u0440\u0435\u0436\u0430 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0456\u0432 \u0430\u0431\u043e \u0444\u0456\u043b\u0456\u0439<\/td>\n<td>\u041f\u0440\u043e\u0434\u0430\u0436\u0456, \u0432\u0438\u0442\u043e\u0440\u0433, KPI \u043f\u043e \u043b\u043e\u043a\u0430\u0446\u0456\u044f\u0445<\/td>\n<td>\u041c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0438, \u0456\u043d\u0432\u0435\u0441\u0442\u043e\u0440\u0438, \u0440\u0430\u0434\u0430 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0456\u0432<\/td>\n<\/tr>\n<tr>\n<td>\u0414\u0435\u0432\u0435\u043b\u043e\u043f\u0435\u0440 \u0430\u0431\u043e \u0437\u0430\u0431\u0443\u0434\u043e\u0432\u043d\u0438\u043a<\/td>\n<td>\u041e\u0431\u2019\u0454\u043a\u0442\u0438 \u043d\u0430 \u043a\u0430\u0440\u0442\u0456, \u0441\u0442\u0430\u043d \u0431\u0443\u0434\u0456\u0432\u043d\u0438\u0446\u0442\u0432\u0430, \u0431\u044e\u0434\u0436\u0435\u0442<\/td>\n<td>\u0406\u043d\u0432\u0435\u0441\u0442\u043e\u0440\u0438, \u043f\u043e\u043a\u0443\u043f\u0446\u0456, \u043f\u0430\u0440\u0442\u043d\u0435\u0440\u0438<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0421\u0442\u0435\u043a \u0437\u0430\u043b\u0438\u0448\u0430\u0454\u0442\u044c\u0441\u044f \u0442\u043e\u0439 \u0441\u0430\u043c\u0438\u0439. \u0417\u043c\u0456\u043d\u044e\u044e\u0442\u044c\u0441\u044f \u043b\u0438\u0448\u0435 \u0434\u0436\u0435\u0440\u0435\u043b\u0430 \u0434\u0430\u043d\u0438\u0445 \u0456 \u0442\u0435, \u043a\u043e\u043c\u0443 \u0456 \u0449\u043e \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0438.<\/p>\n<h2>\u0427\u043e\u043c\u0443 \u0446\u0435 \u0440\u0456\u0448\u0435\u043d\u043d\u044f \u0446\u0456\u043a\u0430\u0432\u0435 \u0434\u043b\u044f \u0432\u0430\u0441<\/h2>\n<p>\u041c\u0438 \u043f\u0440\u043e\u0454\u043a\u0442\u0443\u0454\u043c\u043e \u0432\u0441\u044e \u0430\u0440\u0445\u0456\u0442\u0435\u043a\u0442\u0443\u0440\u0443 \u0440\u0456\u0448\u0435\u043d\u043d\u044f: \u0432\u0456\u0434 \u043c\u043e\u0434\u0435\u043b\u0456 \u0434\u0430\u043d\u0438\u0445 \u0456 ETL-\u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0443 \u0434\u043e \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432 \u0456 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0456\u0432. \u0426\u0435 \u043e\u0437\u043d\u0430\u0447\u0430\u0454, \u0449\u043e \u043f\u0456\u0441\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0443 \u043a\u043b\u0456\u0454\u043d\u0442 \u043d\u0435 \u0437\u0430\u043b\u0435\u0436\u0438\u0442\u044c \u0432\u0456\u0434 \u043d\u0430\u0441 \u0449\u043e\u0440\u0430\u0437\u0443, \u043a\u043e\u043b\u0438 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043e\u043d\u043e\u0432\u0438\u0442\u0438 \u0434\u0430\u043d\u0456 \u0430\u0431\u043e \u0434\u043e\u0434\u0430\u0442\u0438 \u043d\u043e\u0432\u0438\u0439 \u0437\u0432\u0456\u0442.<\/p>\n<p>Lasoft Dashboards \u2013 \u043d\u0430\u0448 \u0432\u043b\u0430\u0441\u043d\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u043f\u043e\u0431\u0443\u0434\u043e\u0432\u0438 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u0447\u043d\u0438\u0445 \u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456\u0432. \u0412\u0456\u043d \u0430\u0434\u0430\u043f\u0442\u0443\u0454\u0442\u044c\u0441\u044f \u043f\u0456\u0434 \u0431\u0443\u0434\u044c-\u044f\u043a\u0443 \u0433\u0430\u043b\u0443\u0437\u044c \u0456 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0439 \u0442\u0438\u043f \u0434\u0430\u043d\u0438\u0445: \u0432\u0456\u0434 \u0431\u044e\u0434\u0436\u0435\u0442\u043d\u0438\u0445 \u0432\u0438\u0442\u0440\u0430\u0442 \u0433\u0440\u043e\u043c\u0430\u0434\u0438 \u0434\u043e KPI \u043c\u0435\u0440\u0435\u0436\u0456 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0456\u0432.<\/p>\n<ul>\n<li>\u041f\u043e\u0432\u043d\u0438\u0439 \u0446\u0438\u043a\u043b: \u0432\u0456\u0434 Discovery \u0456 \u0434\u0438\u0437\u0430\u0439\u043d\u0443 \u0434\u043e \u0440\u043e\u0437\u0433\u043e\u0440\u0442\u0430\u043d\u043d\u044f \u0456 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f<\/li>\n<li> \u0412\u043b\u0430\u0441\u043d\u0438\u0439 front-end \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0456\u0439 \u0434\u043b\u044f \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432 \u0456 \u043a\u0430\u0440\u0442<\/li>\n<li> \u0414\u043e\u0441\u0432\u0456\u0434 \u0440\u043e\u0431\u043e\u0442\u0438 \u0437 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u043c\u0438 \u0434\u0430\u043d\u0438\u043c\u0438, SharePoint, AWS, PostgreSQL<\/li>\n<li> \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044f \u0456 \u0442\u0440\u0435\u043d\u0456\u043d\u0433\u0438 \u0434\u043b\u044f \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0456\u0432 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u0456 \u0432 \u043f\u0440\u043e\u0454\u043a\u0442<\/li>\n<\/ul>\n<div class=\"laTeaser\">\n<div class=\"laTeaser__content laTeaser__light\">\n<div class=\"laTeaser__img\"><\/div>\n<div class=\"laTeaser__txt\">\n<h3 class=\"laTeaser__h3\">\u0404 \u0434\u0430\u043d\u0456, \u0430\u043b\u0435 \u043d\u0435\u043c\u0430\u0454 \u0437\u0440\u0443\u0447\u043d\u043e\u0433\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u0443 \u0457\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0438?<\/h3>\n<p>\u041c\u0438 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043c\u043e \u0431\u0435\u0437\u043a\u043e\u0448\u0442\u043e\u0432\u043d\u0443 \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0456\u044e: \u0440\u043e\u0437\u0431\u0435\u0440\u0435\u043c\u043e, \u044f\u043a\u0456 \u0434\u0430\u043d\u0456 \u0454, \u0445\u0442\u043e \u043d\u0438\u043c\u0438 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0454\u0442\u044c\u0441\u044f \u0456 \u0449\u043e \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043f\u043e\u0431\u0443\u0434\u0443\u0432\u0430\u0442\u0438.<\/p>\n<div class=\"laTeaser__lnk\"><a href=\"https:\/\/lasoft.com.ua\/#contactForm\">\u0411\u0435\u0437\u043a\u043e\u0448\u0442\u043e\u0432\u043d\u0430 \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0456\u044f<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>\u041f\u0438\u0442\u0430\u043d\u043d\u044f \u0442\u0430 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456<\/h3>\n<details>\n<summary>\n<h4>\u0421\u043a\u0456\u043b\u044c\u043a\u0438 \u0447\u0430\u0441\u0443 \u0437\u0430\u0439\u043c\u0430\u0454 \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0438 \u0431\u044e\u0434\u0436\u0435\u0442\u043d\u043e\u0457 \u043f\u0440\u043e\u0437\u043e\u0440\u043e\u0441\u0442\u0456?<\/h4>\n<\/summary>\n<div>\u0411\u0430\u0437\u043e\u0432\u0430 \u0432\u0435\u0440\u0441\u0456\u044f \u0437 \u043a\u0430\u0440\u0442\u043e\u044e \u0432\u0438\u0442\u0440\u0430\u0442, \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0430\u043c\u0438 \u0456 \u0430\u0434\u043c\u0456\u043d-\u043f\u0430\u043d\u0435\u043b\u043b\u044e \u0432\u0456\u0434 3 \u0434\u043e 6 \u043c\u0456\u0441\u044f\u0446\u0456\u0432 \u0437\u0430\u043b\u0435\u0436\u043d\u043e \u0432\u0456\u0434 \u0441\u0442\u0430\u043d\u0443 \u0434\u0430\u043d\u0438\u0445. \u041f\u043e\u0432\u043d\u0438\u0439 \u043f\u0440\u043e\u0454\u043a\u0442 \u0456\u0437 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f\u043c \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0456\u0432 \u0442\u0430 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u043e\u044e \u043a\u0430\u043c\u043f\u0430\u043d\u0456\u0454\u044e \u0434\u043e 9 \u043c\u0456\u0441\u044f\u0446\u0456\u0432. \u0422\u043e\u0447\u043d\u0438\u0439 \u0441\u0442\u0440\u043e\u043a \u0432\u0438\u0437\u043d\u0430\u0447\u0430\u0454\u0442\u044c\u0441\u044f \u043d\u0430 \u0435\u0442\u0430\u043f\u0456 Discovery, \u043a\u043e\u043b\u0438 \u043c\u0438 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u043c\u043e \u0430\u0443\u0434\u0438\u0442 \u043d\u0430\u044f\u0432\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0429\u043e \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0432\u0456\u0434 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457, \u0449\u043e\u0431 \u043f\u043e\u0447\u0430\u0442\u0438?<\/h4>\n<\/summary>\n<div>\u0414\u043e\u0441\u0442\u0430\u0442\u043d\u044c\u043e \u043c\u0430\u0442\u0438 \u0434\u0430\u043d\u0456 \u0443 \u0431\u0443\u0434\u044c-\u044f\u043a\u043e\u043c\u0443 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u043e\u043c\u0443 \u0432\u0438\u0433\u043b\u044f\u0434\u0456: SharePoint Lists, Excel, CSV \u0430\u0431\u043e \u0432\u0438\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0437 \u043f\u043e\u0440\u0442\u0430\u043b\u0443 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u041e\u0447\u0438\u0449\u0435\u043d\u043d\u044f, \u043d\u043e\u0440\u043c\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u0456 \u0432\u0438\u044f\u0432\u043b\u0435\u043d\u043d\u044f \u0434\u0443\u0431\u043b\u0456\u043a\u0430\u0442\u0456\u0432 \u0432\u0445\u043e\u0434\u044f\u0442\u044c \u0432 ETL-\u043c\u043e\u0434\u0443\u043b\u044c.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0427\u0438 \u0437\u043c\u043e\u0436\u0435 \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440 \u043e\u043d\u043e\u0432\u043b\u044e\u0432\u0430\u0442\u0438 \u0434\u0430\u043d\u0456 \u0441\u0430\u043c\u043e\u0441\u0442\u0456\u0439\u043d\u043e, \u0431\u0435\u0437 \u0440\u043e\u0437\u0440\u043e\u0431\u043d\u0438\u043a\u0430?\n<h4><\/h4><\/h4><\/summary>\n<div>\u0410\u0434\u043c\u0456\u043d-\u043f\u0430\u043d\u0435\u043b\u044c \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u0438 \u043d\u043e\u0432\u0438\u0439 \u0444\u0430\u0439\u043b, \u043f\u0456\u0441\u043b\u044f \u0447\u043e\u0433\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u044f\u0454 \u044f\u043a\u0456\u0441\u0442\u044c \u0434\u0430\u043d\u0438\u0445 \u0456 \u043e\u043d\u043e\u0432\u043b\u044e\u0454 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0443. \u0420\u043e\u0437\u0440\u043e\u0431\u043d\u0438\u043a \u043d\u0435 \u043f\u043e\u0442\u0440\u0456\u0431\u0435\u043d \u0434\u043b\u044f \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u0438\u0445 \u043e\u043d\u043e\u0432\u043b\u0435\u043d\u044c.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u042f\u043a \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456 \u0440\u043e\u0437\u0443\u043c\u0456\u044e\u0442\u044c, \u0447\u0438 \u0434\u0430\u043d\u0456 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0456?<\/h4>\n<\/summary>\n<div>\u0423 \u043f\u0443\u0431\u043b\u0456\u0447\u043d\u043e\u043c\u0443 \u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454\u0442\u044c\u0441\u044f \u0456\u043d\u0434\u0438\u043a\u0430\u0442\u043e\u0440 \u00ab\u041e\u043d\u043e\u0432\u043b\u0435\u043d\u043e N \u0433\u043e\u0434\u0438\u043d \u0442\u043e\u043c\u0443\u00bb. \u041a\u043e\u0436\u0435\u043d \u0446\u0438\u043a\u043b \u0456\u043c\u043f\u043e\u0440\u0442\u0443 \u0436\u0443\u0440\u043d\u0430\u043b\u044e\u0454\u0442\u044c\u0441\u044f.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0421\u043a\u0456\u043b\u044c\u043a\u0438 \u043a\u043e\u0448\u0442\u0443\u0454 \u0442\u0430\u043a\u0435 \u0440\u0456\u0448\u0435\u043d\u043d\u044f?<\/h4>\n<\/summary>\n<div>\u0412\u0430\u0440\u0442\u0456\u0441\u0442\u044c \u0437\u0430\u043b\u0435\u0436\u0438\u0442\u044c \u0432\u0456\u0434 \u043e\u0431\u0441\u044f\u0433\u0443 \u0434\u0430\u043d\u0438\u0445, \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432 \u0456 \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0445 \u0456\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0456\u0439. \u041c\u0438 \u0434\u0430\u0454\u043c\u043e \u043e\u0446\u0456\u043d\u043a\u0443 \u043f\u0456\u0441\u043b\u044f Discovery, \u043a\u043e\u043b\u0438 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u043b\u0430 \u0440\u0435\u0430\u043b\u044c\u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0434\u0430\u043d\u0438\u0445. \u041a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0456\u044f \u0456 \u043f\u043e\u043f\u0435\u0440\u0435\u0434\u043d\u044f \u043e\u0446\u0456\u043d\u043a\u0430 \u2013 \u0431\u0435\u0437\u043a\u043e\u0448\u0442\u043e\u0432\u043d\u0456.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0427\u0438 \u043f\u0456\u0434\u0445\u043e\u0434\u0438\u0442\u044c \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u043d\u0435 \u0434\u043b\u044f \u0433\u0440\u043e\u043c\u0430\u0434\u0438, \u0430 \u0434\u043b\u044f \u0431\u0456\u0437\u043d\u0435\u0441\u0443?<\/h4>\n<\/summary>\n<div>\u0410\u0440\u0445\u0456\u0442\u0435\u043a\u0442\u0443\u0440\u0430 (ETL \u2192 \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u0438\u0445 \u2192 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0438 \u2192 \u043a\u0430\u0440\u0442\u0430) \u043d\u0435 \u0437\u0430\u043b\u0435\u0436\u0438\u0442\u044c \u0432\u0456\u0434 \u0442\u0438\u043f\u0443 \u0434\u0430\u043d\u0438\u0445. \u041c\u0438 \u0431\u0443\u0434\u0443\u0432\u0430\u043b\u0438 \u0457\u0457 \u0434\u043b\u044f \u0431\u044e\u0434\u0436\u0435\u0442\u0443 \u0433\u0440\u043e\u043c\u0430\u0434\u0438, \u0430\u043b\u0435 \u0442\u043e\u0439 \u0441\u0430\u043c\u0438\u0439 \u0441\u0442\u0435\u043a \u043f\u0440\u0430\u0446\u044e\u0454 \u0434\u043b\u044f \u043c\u0435\u0440\u0435\u0436\u0456 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0456\u0432, \u0434\u0435\u0432\u0435\u043b\u043e\u043f\u0435\u0440\u0430 \u0437 \u043e\u0431\u2019\u0454\u043a\u0442\u0430\u043c\u0438 \u043d\u0430 \u043a\u0430\u0440\u0442\u0456 \u0430\u0431\u043e \u041d\u0414\u041e, \u044f\u043a\u0430 \u0437\u0432\u0456\u0442\u0443\u0454 \u043f\u0435\u0440\u0435\u0434 \u0434\u043e\u043d\u043e\u0440\u0430\u043c\u0438.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0427\u0438 \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u0438 \u0434\u0430\u043d\u0456 \u0434\u043b\u044f \u0432\u043b\u0430\u0441\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0456\u0437\u0443?<\/h4>\n<\/summary>\n<div>\u0422\u0430\u043a. \u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u043f\u0443\u0431\u043b\u0456\u043a\u0443\u0454 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456 \u043d\u0430\u0431\u043e\u0440\u0438 \u0443 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u0445 CSV \u0456 JSON \u0447\u0435\u0440\u0435\u0437 CKAN \u2013 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0439 \u043f\u043e\u0440\u0442\u0430\u043b \u0434\u0430\u043d\u0438\u0445. \u0416\u0443\u0440\u043d\u0430\u043b\u0456\u0441\u0442\u0438, \u0434\u043e\u0441\u043b\u0456\u0434\u043d\u0438\u043a\u0438 \u0442\u0430 \u0456\u043d\u0448\u0456 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0457\u0445 \u0443 \u0432\u043b\u0430\u0441\u043d\u0438\u0445 \u043f\u0440\u043e\u0454\u043a\u0442\u0430\u0445. \u0422\u0430\u043a\u043e\u0436 \u0454 \u0435\u043a\u0441\u043f\u043e\u0440\u0442 \u0443 CSV\/PDF \u0431\u0435\u0437\u043f\u043e\u0441\u0435\u0440\u0435\u0434\u043d\u044c\u043e \u0437 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0456\u0432.<\/div>\n<\/details>\n<details>\n<summary>\n<h4>\u0429\u043e \u0432\u0456\u0434\u0431\u0443\u0432\u0430\u0454\u0442\u044c\u0441\u044f \u043f\u0456\u0441\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0443?<\/h4>\n<\/summary>\n<div>\u041f\u0440\u043e\u0432\u043e\u0434\u0438\u043c\u043e \u0442\u0440\u0435\u043d\u0456\u043d\u0433\u0438 \u0434\u043b\u044f \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0456\u0432, \u043f\u0435\u0440\u0435\u0434\u0430\u0454\u043c\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e. \u041a\u043b\u0456\u0454\u043d\u0442 \u043d\u0435 \u0437\u0430\u043b\u0435\u0436\u0438\u0442\u044c \u0432\u0456\u0434 \u043d\u0430\u0441 \u0443 \u0449\u043e\u0434\u0435\u043d\u043d\u0456\u0439 \u0440\u043e\u0431\u043e\u0442\u0456 \u0437 \u0434\u0430\u043d\u0438\u043c\u0438.<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"\u0426\u0435 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0432 \u0441\u0443\u0447\u0430\u0441\u043d\u043e\u043c\u0443 \u0441\u0443\u0441\u043f\u0456\u043b\u044c\u0441\u0442\u0432\u0456, \u043a\u043e\u043b\u0438 \u043c\u0435\u0448\u043a\u0430\u043d\u0435\u0446\u044c \u043c\u0456\u0441\u0442\u0430 \u0445\u043e\u0447\u0435 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438, \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0433\u0440\u043e\u0448\u0435\u0439 \u0446\u044c\u043e\u0433\u043e \u0440\u043e\u043a\u0443 \u0432\u0438\u0442\u0440\u0430\u0442\u0438\u043b\u0438 \u043d\u0430 \u0440\u0435\u043c\u043e\u043d\u0442 \u0434\u043e\u0440\u0456\u0433 \u0443 \u0439\u043e\u0433\u043e \u0440\u0430\u0439\u043e\u043d\u0456. \u0410\u0431\u043e \u043d\u0430 \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0448\u043a\u0456\u043b \u0432\u0438\u0434\u0456\u043b\u0438\u043b\u0438 \u043a\u043e\u0448\u0442\u0438? \u0410\u0431\u043e \u0447\u0438 \u0432\u0438\u043a\u043e\u043d\u0430\u043b\u0430 \u0433\u0440\u043e\u043c\u0430\u0434\u0430 \u0441\u0432\u0456\u0439 \u0431\u044e\u0434\u0436\u0435\u0442 \u043d\u0430 \u043e\u0445\u043e\u0440\u043e\u043d\u0443 \u0437\u0434\u043e\u0440\u043e\u0432\u2019\u044f? \u0422\u0435\u0445\u043d\u0456\u0447\u043d\u043e \u0446\u0456 \u0434\u0430\u043d\u0456 \u0454 \u0443 \u0434\u043e\u0441\u0442\u0443\u043f\u0456, \u0432\u043e\u043d\u0438 \u043f\u0443\u0431\u043b\u0456\u043a\u0443\u044e\u0442\u044c\u0441\u044f \u043d\u0430 \u043f\u043e\u0440\u0442\u0430\u043b\u0430\u0445 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0445 \u0434\u0430\u043d\u0438\u0445, \u0443 \u0440\u0456\u0447\u043d\u0438\u0445 \u0437\u0432\u0456\u0442\u0430\u0445, \u0443 \u0440\u0435\u0454\u0441\u0442\u0440\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c.&hellip;","protected":false},"author":4,"featured_media":198,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"coauthors":[4],"class_list":["post-175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1"],"yoast_head":"<title>\u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0431\u044e\u0434\u0436\u0435\u0442\u043d\u043e\u0457 \u043f\u0440\u043e\u0437\u043e\u0440\u043e\u0441\u0442\u0456 \u0434\u043b\u044f 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