{"id":30060,"date":"2019-10-31T21:33:27","date_gmt":"2019-10-31T18:33:27","guid":{"rendered":"https:\/\/prohoster.info\/blog\/tehnicheskie-otlichiya-bi-sistem-power-bi-qlik-sense-tableau\/"},"modified":"2019-10-31T21:33:27","modified_gmt":"2019-10-31T18:33:27","slug":"tehnicheskie-otlichiya-bi-sistem-power-bi-qlik-sense-tableau","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/tehnicheskie-otlichiya-bi-sistem-power-bi-qlik-sense-tableau","title":{"rendered":"Dallimet teknike t\u00eb sistemeve BI (Power BI, Qlik Sense, Tableau)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Koha e nevojshme p\u00ebr lexim 11 minuta<\/i><\/p>\n

Ne dhe Kadrin e Gartner 2019 BI \ud83d\ude42<\/h2>\n

\nQ\u00ebllimi i k\u00ebtij artikulli \u00ebsht\u00eb krahasimi i tre platformave kryesore BI, t\u00eb cilat jan\u00eb lider\u00eb n\u00eb kadrin e Gartner:<\/p>\n

\u2014 Power BI (Microsoft)
\n \u2014 Tableau
\n \u2014 Qlik<\/p><\/blockquote>\n

\n\"Dallimet
\nFig 1. Kadrin Magjik BI i Gartner 2019<\/i><\/p>\n

M\u00eb quajn\u00eb Zhdanov Andrey, un\u00eb jam kreu i departamentit t\u00eb analitik\u00ebs n\u00eb kompanin\u00eb Analytics Group (www.analyticsgroup.ru<\/a><\/noindex>). Ne ndihmojm\u00eb n\u00eb nd\u00ebrtimin e raporteve vizuale p\u00ebr marketingun, shitjet, financat, logjistik\u00ebn, n\u00eb fjal\u00eb t\u00eb tjera merremi me analitik\u00ebn e biznesit dhe vizualizimin e t\u00eb dh\u00ebnave. <\/p>\n

Bashk\u00eb me koleg\u00ebt e mi, kam punuar p\u00ebr disa vjet me platforma t\u00eb ndryshme BI. Kemi nj\u00eb p\u00ebrvoj\u00eb mjaft t\u00eb mir\u00eb projektesh, q\u00eb na lejon t\u00eb krahasojm\u00eb platformat nga perspektiva e zhvilluesve, analist\u00ebve, p\u00ebrdoruesve t\u00eb biznesit dhe implementuesve t\u00eb sistemeve BI. <\/p>\n

Ne do t\u00eb kemi nj\u00eb artikull t\u00eb ve\u00e7ant\u00eb p\u00ebr krahasimin e \u00e7mimeve dhe dizajnit t\u00eb k\u00ebtyre sistemeve BI, k\u00ebshtu q\u00eb k\u00ebtu do t\u00eb p\u00ebrpiqemi t\u00eb vler\u00ebsojm\u00eb k\u00ebto sisteme pik\u00ebrisht nga perspektiva e analistit dhe zhvilluesit. <\/p>\n

Do t\u00eb theksojm\u00eb disa drejtime p\u00ebr analiz\u00eb dhe do t\u00eb vler\u00ebsojm\u00eb sipas nj\u00eb sistemi me 3 pik\u00eb:<\/p>\n

\u2014 Porti i hyrjes dhe k\u00ebrkesat ndaj analistit;
\n \u2014 Burimet e t\u00eb dh\u00ebnave;
\n \u2014 Pastrimi i t\u00eb dh\u00ebnave, ETL (Ekstraktimi, Transformimi, Ngarkimi)
\n \u2014 Vizualizimet dhe zhvillimi
\n \u2014 Mjedisi korporativ \u2014 server, raporte
\n \u2014 Mb\u00ebshtetje p\u00ebr pajisjet mobile
\n \u2014 Analitika t\u00eb integruar (embedded) n\u00eb aplikacione\/faqe t\u00eb jashtme<\/p><\/blockquote>\n

\n<\/a><\/noindex><\/p>\n

1. Prag i hyrjes dhe k\u00ebrkesat p\u00ebr analitik\u00eb<\/h2>\n

\n\"Dallimet
\n<\/p>\n

Power BI<\/h3>\n

\nKam par\u00eb shum\u00eb p\u00ebrdorues t\u00eb Power BI q\u00eb nuk ishin specialist\u00eb IT, por mund\u00ebn t\u00eb krijojn\u00eb raporte t\u00eb mira. Power BI p\u00ebrdor t\u00eb nj\u00ebjtin gjuh\u00eb k\u00ebrkese si Excel \u2014 Power Query dhe gjuh\u00ebn e formulave DAX. Shum\u00eb analist\u00eb e njohin mir\u00eb Excel, prandaj kalimi n\u00eb k\u00ebt\u00eb sistem BI \u00ebsht\u00eb mjaft i leht\u00eb p\u00ebr ta. <\/p>\n

Shumica e veprimeve kryhen mjaft leht\u00eb n\u00eb redaktorin e pyetjeve. P\u00ebr m\u00eb tep\u00ebr, ka nj\u00eb redaktor t\u00eb avancuar me gjuh\u00ebn M p\u00ebr profesionist\u00ebt.
\n\"Dallimet
\nFigura 2. Nd\u00ebrtuesi i pyetjeve Power BI<\/i><\/p>\n

Qlik Sense <\/h3>\n

\nQlik Sense duket shum\u00eb miq\u00ebsore \u2014 num\u00ebr i vog\u00ebl parametra, mund\u00ebsi e shpejt\u00eb p\u00ebr t\u00eb krijuar nj\u00eb raport, mund t\u00eb p\u00ebrdoret nd\u00ebrtuesi i ngarkes\u00ebs s\u00eb t\u00eb dh\u00ebnave. <\/p>\n

N\u00eb fillim duket m\u00eb i thjesht\u00eb se Power BI dhe Tableau. Por nga p\u00ebrvoja do t\u00eb them se pas disa raportesh t\u00eb thjeshta, analisti do t\u00eb p\u00ebrballet me nevoj\u00ebn p\u00ebr t\u00eb programuar. <\/p>\n

Qlik ka nj\u00eb gjuh\u00eb t\u00eb fuqishme p\u00ebr ngarkimin dhe p\u00ebrpunimin e t\u00eb dh\u00ebnave. Ka nj\u00eb gjuh\u00eb formule t\u00eb vet\u00ebn, Set Analysis. Prandaj, analisti duhet t\u00eb dij\u00eb si t\u00eb shkruaj\u00eb pyetje dhe lidhje, t\u00eb vendos\u00eb t\u00eb dh\u00ebnat n\u00eb tabela virtuale dhe t\u00eb p\u00ebrdor\u00eb aktivisht variablat. Mund\u00ebsit\u00eb e gjuh\u00ebs jan\u00eb shum\u00eb t\u00eb gjera, por kjo do t\u00eb k\u00ebrkoj\u00eb studim. Sigurisht, t\u00eb gjith\u00eb analist\u00ebt e Qlik q\u00eb njoh, kan\u00eb nj\u00eb prapavij\u00eb t\u00eb r\u00ebnd\u00ebsishme n\u00eb IT. <\/p>\n

Integruesit e Qlik, si ne, shpesh p\u00eblqejn\u00eb t\u00eb flasin p\u00ebr modelin asociativ, kur gjat\u00eb ngarkimit t\u00eb t\u00eb dh\u00ebnave, t\u00eb gjitha vendosen n\u00eb memorie operative, dhe lidhjet midis t\u00eb dh\u00ebnave p\u00ebrpunohen nga mekanizmi i brendsh\u00ebm i platform\u00ebs. N\u00eb zgjedhjen e vlerave, nuk b\u00ebhen n\u00ebn-k\u00ebrkime t\u00eb brendshme, si n\u00eb bazat e t\u00eb dh\u00ebnave klasike. T\u00eb dh\u00ebnat i japin pothuajse menj\u00ebher\u00eb fal\u00eb vlerave dhe lidhjeve t\u00eb indekseve paraprakisht. <\/p>\n

E v\u00ebrteta \u00ebsht\u00eb se kjo \u00e7on n\u00eb krijimin e lidhjeve automatike t\u00eb tabelave, kur emrat e fushave p\u00ebrputhen. P\u00ebr shembull, nuk mund t\u00eb kesh tabela t\u00eb ndryshme pa lidhje, q\u00eb kan\u00eb nj\u00eb fush\u00eb t\u00eb nj\u00ebjt\u00eb. Duhet t\u00eb njihet me k\u00ebt\u00eb situat\u00eb. Ose duhet t\u00eb ribem\u00ebsh fushat dhe t\u00eb q\u00ebndrosh n\u00eb kontroll q\u00eb emrat t\u00eb mos p\u00ebrputhen, ose t\u00eb bashkosh t\u00eb gjitha tabelat e fakteve n\u00eb nj\u00eb dhe t'i rrethosh ato me udh\u00ebzues si \u201cylli\u201d. Mbase \u00ebsht\u00eb e leht\u00eb p\u00ebr fillestar\u00ebt, por p\u00ebr analist\u00ebt me p\u00ebrvoj\u00eb nuk ka r\u00ebnd\u00ebsi. <\/p>\n

Nj\u00eb nd\u00ebrfaqe tipike p\u00ebr ngarkimin dhe p\u00ebrpunimin e t\u00eb dh\u00ebnave p\u00ebr nj\u00eb analist duket k\u00ebshtu.
\n\"Dallimet
\nFigura 3. Redaktori i ngarkimit t\u00eb t\u00eb dh\u00ebnave Qlik Sense, tabela Calendar<\/i><\/p>\n

Sh\u00ebnim: N\u00eb Power BI situata zakonisht duket ndryshe, ti l\u00eb tabela t\u00eb ndryshme fakteve dhe udh\u00ebzuesish, mund t\u00eb lidh\u00ebsh manualisht tabelat n\u00eb m\u00ebnyr\u00ebn klasike, dmth. duke p\u00ebrputhur fushat me nj\u00ebra-tjetr\u00ebn manualisht.<\/i><\/p>\n

Tableau<\/h3>\n

\nTableau zhvilluesit e pozicionojn\u00eb si BI me nj\u00eb nd\u00ebrfaqe t\u00eb p\u00ebrshtatshme dhe miq\u00ebsore, e cila do t\u00eb lejoj\u00eb analistin t\u00eb eksploroj\u00eb vet\u00eb t\u00eb dh\u00ebnat e tij. Po, n\u00eb kompanin\u00eb ton\u00eb ka pasur analist\u00eb q\u00eb pa p\u00ebrvoj\u00eb n\u00eb IT mund t\u00eb b\u00ebnin raportet e tyre. Por vler\u00ebsimin p\u00ebr Tableau do ta ulej p\u00ebr disa arsye:
\n \u2014 Lokalizim i dob\u00ebt me gjuh\u00ebn ruse
\n \u2014 Serverat Tableau Online nuk ndodhen n\u00eb RF
\n \u2014 Nj\u00eb krijues i ngarkes\u00ebs mjaft i thjesht\u00eb fillon t\u00eb krijoj\u00eb probleme kur nevojitet nd\u00ebrtimi i nj\u00eb modeli t\u00eb dh\u00ebnash mjaft t\u00eb komplikuar.
\n\"Dallimet
\nFig. 4. Krijuesi i ngarkes\u00ebs s\u00eb t\u00eb dh\u00ebnave Tableau<\/i> <\/p>\n

Nj\u00eb nga pyetjet q\u00eb ne e b\u00ebjm\u00eb gjat\u00eb intervistave me analist\u00ebt e Tableau \u00ebsht\u00eb \u201cSi t\u00eb nd\u00ebrtojm\u00eb nj\u00eb model tabelash t\u00eb fakteve me tabela reference, pa i sjell\u00eb t\u00eb gjitha n\u00eb nj\u00eb tabel\u00eb t\u00eb vetme?!\u201d Bashkimi i t\u00eb dh\u00ebnave k\u00ebrkon p\u00ebrdorim t\u00eb menduar. Un\u00eb kam rregulluar shum\u00eb her\u00eb gabimet e dyfishimit t\u00eb t\u00eb dh\u00ebnave pas k\u00ebtyre bashkimeve. <\/p>\n

Gjithashtu, Tableau ka nj\u00eb sistem mjaft karakteristik, ku \u00e7do grafik b\u00ebhet n\u00eb nj\u00eb flet\u00eb t\u00eb ve\u00e7ant\u00eb Sheet, dhe m\u00eb pas krijohet nj\u00eb Dashboard, ku filloni t\u00eb vendosni flet\u00ebt e krijuara. M\u00eb pas mund t\u00eb krijoni nj\u00eb Story, kjo \u00ebsht\u00eb nj\u00eb kombinim i Dashboard-eve t\u00eb ndryshme. Zhvillimi n\u00eb Qlik dhe Power BI n\u00eb k\u00ebt\u00eb aspekt \u00ebsht\u00eb m\u00eb i thjesht\u00eb, ju menj\u00ebher\u00eb krijoni n\u00eb flet\u00eb shabllone grafik\u00ebsh, caktoni masa dhe p\u00ebrmasat dhe Dashboard-i \u00ebsht\u00eb gati. Sipas meje, kostot e pun\u00ebs p\u00ebr p\u00ebrgatitjen n\u00eb Tableau rriten p\u00ebr shkak t\u00eb k\u00ebsaj.<\/p>\n

2. Burimet e t\u00eb dh\u00ebnave dhe ngarkesa <\/h2>\n

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion nuk ka nj\u00eb lider t\u00eb qart\u00eb, por ne do ta ve\u00e7ojm\u00eb Qlik p\u00ebr disa karakteristika t\u00eb k\u00ebndshme. <\/p>\n

Tabela n\u00eb versionin falas ka kufizime n\u00eb burime, por n\u00eb artikujt tan\u00eb ne p\u00ebrqendrohemi m\u00eb shum\u00eb n\u00eb biznes, dhe biznesi mund t\u00eb p\u00ebrballoj\u00eb produkte dhe analist\u00eb komerciale. Prandaj, ne nuk e kemi ulur vler\u00ebsimin e Tableau n\u00eb k\u00ebt\u00eb aspekt.
\n\"Dallimet
\nFigura 5. Lista e burimeve t\u00eb mundshme t\u00eb Tableau <\/i> <\/p>\n

P\u00ebrsa i p\u00ebrket t\u00eb tjerave, lista e burimeve \u00ebsht\u00eb gjithmon\u00eb mbres\u00ebl\u00ebn\u00ebse \u2014 t\u00eb gjitha skedar\u00ebt tabelor\u00eb, t\u00eb gjitha bazat e dh\u00ebnash standarde, lidhjet n\u00eb web, gjith\u00e7ka funksionon. Nuk kam pasur p\u00ebrvoja me magazina t\u00eb pazakonta t\u00eb t\u00eb dh\u00ebnave, aty ndoshta ka nuanca t\u00eb veta, por n\u00eb shumic\u00ebn e rasteve nuk do t\u00eb keni probleme me ngarkimin e t\u00eb dh\u00ebnave. Nj\u00eb p\u00ebrjashtim, ndoshta vet\u00ebm 1C. Nuk ka lidh\u00ebs direkt p\u00ebr 1C. <\/p>\n

Partner\u00ebt e Qlik n\u00eb Rusi shesin lidh\u00ebsit e tyre p\u00ebr 100,000 \u2013 200,000 rubla, por n\u00eb shumic\u00ebn e rasteve \u00ebsht\u00eb m\u00eb e lir\u00eb t\u00eb b\u00ebni eksportet nga 1C n\u00eb FTP n\u00eb Excel ose n\u00eb baz\u00ebn e t\u00eb dh\u00ebnave SQL. Gjithashtu, mund t\u00eb publikoni baz\u00ebn 1C n\u00eb web dhe t\u00eb lidheni me t\u00eb p\u00ebrmes protokollit Odata. <\/p>\n

PowerBI dhe Tableau e b\u00ebjn\u00eb k\u00ebt\u00eb si standard, nd\u00ebrsa Qlik do t\u00eb k\u00ebrkoj\u00eb nj\u00eb lidh\u00ebs me pages\u00eb, prandaj k\u00ebtu \u00ebsht\u00eb gjithashtu m\u00eb e leht\u00eb t\u00eb eksportoni n\u00eb nj\u00eb baz\u00eb t\u00eb dh\u00ebnash nd\u00ebrmjet\u00ebse. N\u00eb \u00e7do rast, t\u00eb gjitha pyetjet n\u00eb lidhje me lidhjet mund t\u00eb zgjidhen.
\n\"Dallimet
\nFigura 6. Lista e burimeve t\u00eb mundshme t\u00eb Qlik Sense <\/i> <\/p>\n

\u00cbsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb theksohet se Qlik ofron si lidhje falas ashtu edhe t\u00eb paguara si produkte t\u00eb ve\u00e7anta.
\n \"Dallimet
\nFigura 7. Lidhjet shtes\u00eb Qlik Sense<\/i> <\/p>\n

Nga p\u00ebrvoja do t\u00eb shtoja se, n\u00eb rastin e volumeve t\u00eb m\u00ebdha t\u00eb t\u00eb dh\u00ebnave ose burimeve t\u00eb shumta, nuk \u00ebsht\u00eb gjithmon\u00eb e arsyeshme t\u00eb lidhet menj\u00ebher\u00eb nj\u00eb sistem BI. N\u00eb projekte serioze zakonisht p\u00ebrdoret nj\u00eb depo t\u00eb dh\u00ebnash, nj\u00eb baz\u00eb t\u00eb dh\u00ebnash me t\u00eb dh\u00ebna t\u00eb p\u00ebrgatitura p\u00ebr analiz\u00eb etj. Nuk mund t\u00eb merrni dhe t\u00eb eksportoni, le t\u00eb themi, 1 miliard regjistrash n\u00eb sistemin BI. K\u00ebtu duhet t\u00eb mendoni p\u00ebr arkitektur\u00ebn e zgjidhjes.
\n\"Dallimet
\n\"Dallimet
\nFigura 8. Burimet e t\u00eb dh\u00ebnave Power BI<\/i><\/p>\n

Por pse u ve\u00e7ua Qlik? M\u00eb p\u00eblqejn\u00eb shum\u00eb 3 gj\u00ebra:
\n \u2014 Skedar\u00ebt QVD<\/b>
\nFormati i p\u00ebrshtatur p\u00ebr ruajtjen e t\u00eb dh\u00ebnave. Ndonj\u00ebher\u00eb \u00ebsht\u00eb e mundur t\u00eb nd\u00ebrtohen projekte serioze komerciale vet\u00ebm mbi skedar\u00ebt QVD. P\u00ebr shembull, niveli i par\u00eb \u2014 t\u00eb dh\u00ebna t\u00eb pap\u00ebrpunuara. Niveli i dyt\u00eb \u2014 skedar\u00eb t\u00eb p\u00ebrpunuar. Niveli i tret\u00eb \u2014 t\u00eb dh\u00ebna t\u00eb agreguara etj. K\u00ebta skedar\u00eb mund t\u00eb p\u00ebrdoren n\u00eb aplikacione t\u00eb ndryshme, mund t\u00eb mbik\u00ebqyren nga punonj\u00ebs dhe sh\u00ebrbime t\u00eb ndryshme. Shpejt\u00ebsia e ngarkimit nga k\u00ebta skedar\u00eb \u00ebsht\u00eb dhjet\u00eb her\u00eb m\u00eb e shpejt\u00eb se nga burimet e zakonshme t\u00eb t\u00eb dh\u00ebnave. Kjo lejon kursim n\u00eb bazat e t\u00eb dh\u00ebnave dhe shk\u00ebmbim informacioni midis aplikacioneve t\u00eb ndryshme Qlik. <\/p>\n

\u2014 Ngarkimi inkremental i t\u00eb dh\u00ebnave<\/b>
\nPo, Power BI dhe Tableau gjithashtu mund ta b\u00ebjn\u00eb k\u00ebt\u00eb. Por, Power BI do t\u00eb k\u00ebrkoj\u00eb versionin e shtrenjt\u00eb Premium, nd\u00ebrsa n\u00eb Tableau nuk ka at\u00eb fleksibilitetin si n\u00eb Qlik. N\u00eb Qlik mbi skedar\u00ebt QVD mund t\u00eb b\u00ebni snapshot-e t\u00eb sistemeve n\u00eb koh\u00eb t\u00eb ndryshme dhe m\u00eb pas t\u00eb p\u00ebrpunoni k\u00ebto t\u00eb dh\u00ebna sipas d\u00ebshir\u00ebs tuaj.<\/p>\n

\u2014 Lidhja me skriptet e jashtme<\/b>
\nP\u00ebrve\u00e7 skedar\u00ebve QVD p\u00ebr ruajtjen e t\u00eb dh\u00ebnave, n\u00eb Qlik kodi i skriptit gjithashtu mund t\u00eb nxirret jasht\u00eb aplikacionit dhe t\u00eb lidhet me komand\u00ebn Include. Kjo tashm\u00eb lejon organizimin e pun\u00ebs n\u00eb ekip, p\u00ebrdorimin e sistemeve t\u00eb kontrollit t\u00eb versioneve, dhe menaxhimin e nj\u00eb kodi t\u00eb vet\u00ebm p\u00ebr aplikacione t\u00eb ndryshme. N\u00eb Power BI ka nj\u00eb redaktor t\u00eb avancuar t\u00eb k\u00ebrkesave, por nuk arrit\u00ebm t\u00eb vendosim nj\u00eb bashk\u00ebpunim t\u00eb till\u00eb si n\u00eb Qlik. N\u00eb p\u00ebrgjith\u00ebsi, t\u00eb gjith\u00eb BI kan\u00eb probleme me k\u00ebt\u00eb; t\u00eb menaxhosh t\u00eb dh\u00ebnat, kodin dhe vizualizimet n\u00eb t\u00eb gjitha aplikacionet nga nj\u00eb vend t\u00eb vet\u00ebm \u00ebsht\u00eb thjesht e pamundur. Maksimumi q\u00eb arrit\u00ebm t\u00eb b\u00ebjm\u00eb ishte t\u00eb nxjerrim skedar\u00ebt QVD dhe kodin e skripteve. Element\u00ebt vizual\u00eb duhet t\u00eb redaktohen brenda raporteve vet\u00eb, gj\u00eb q\u00eb nuk na lejon t\u00eb ndryshojm\u00eb masivisht vizualizimet p\u00ebr t\u00eb gjith\u00eb klient\u00ebt n\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb. <\/p>\n

Por \u00e7far\u00eb ndodh me nj\u00eb mekaniz\u00ebm si lidhja Live? Tableau dhe Power BI mb\u00ebshtesin lidhjen LIVE me disa burime, ndryshe nga Qlik. Ne e shohim k\u00ebt\u00eb ve\u00e7ori me indiferenc\u00eb, pasi praktika tregon se kur b\u00ebhet fjal\u00eb p\u00ebr t\u00eb dh\u00ebna t\u00eb m\u00ebdha, punimi me lidhjen LIVE b\u00ebhet thjesht i pamundur. Dhe BI n\u00eb shumic\u00ebn e rasteve k\u00ebrkohet p\u00ebr t\u00eb dh\u00ebna t\u00eb m\u00ebdha. <\/p>\n

3. Pastrimi i t\u00eb dh\u00ebnave, ETL (Eksporto, Transformo, Ngarko)<\/h2>\n

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion kam 2 lider\u00eb, Qlik Sense dhe Power Bi.
\nT\u00eb themi k\u00ebshtu, Qlik \u00ebsht\u00eb i fuqish\u00ebm, por i nd\u00ebrlikuar. N\u00ebse e kuptoni gjuh\u00ebn e tyre q\u00eb ngjan me SQL, do t\u00eb mund t\u00eb b\u00ebni pothuajse gjith\u00e7ka \u2014 tabela virtuale, lidhje dhe bashkimin e tabelave, kalimin n\u00ebp\u00ebr tabel\u00eb dhe gjenerimin e tabelave t\u00eb reja, shum\u00eb komanda p\u00ebr p\u00ebrpunimin e rreshtave. P\u00ebr shembull, nj\u00eb fush\u00eb n\u00eb 1 qeliz\u00eb, e cila \u00ebsht\u00eb e mbushur me t\u00eb dh\u00ebna si \u201cIvanov 851 i Bardh\u00eb\u201d mund t\u00eb ndahet n\u00eb flak\u00eb jo vet\u00ebm n\u00eb 3 kolona (si\u00e7 e din\u00eb t\u00eb gjith\u00eb), por edhe n\u00eb 3 rreshta p\u00ebr shembull. E nj\u00ebjta gj\u00eb ndodh edhe kur b\u00ebni bashkimin e 3 rreshtave n\u00eb 1, po ashtu \u00ebsht\u00eb e leht\u00eb.
\n\"Dallimet
\nFigura 9. Si t\u00eb ngarkoni dhe t\u00eb transpononi nj\u00eb tabel\u00eb n\u00eb Qlik Sense nga Google Sheets<\/i><\/p>\n

Power BI n\u00eb k\u00ebt\u00eb aspekt duket m\u00eb e thjesht\u00eb, por shumica e detyrave zgjidhen leht\u00ebsisht n\u00ebp\u00ebrmjet nd\u00ebrtuesit t\u00eb k\u00ebrkimit. Vendosni disa parametra, transpononi tabel\u00ebn, punoni me t\u00eb dh\u00ebnat, dhe e gjith\u00eb kjo pa asnj\u00eb rresht kod.
\n\"Dallimet
\nFigura 10. Si t\u00eb ngarkoni dhe t\u00eb transpononi nj\u00eb tabel\u00eb n\u00eb Power BI nga AmoCRM<\/i><\/p>\n

Te Tableau i duket nj\u00eb ideologji tjet\u00ebr. Ata jan\u00eb m\u00eb t\u00eb fokusuar n\u00eb bukuri dhe dizajn. T\u00eb lidheni me shum\u00eb burime t\u00eb ndryshme, t'i bashkoni ato dhe t'i p\u00ebrpunoni brenda Tableau, m\u00eb duket shum\u00eb e v\u00ebshtir\u00eb. N\u00eb projekte komerciale, n\u00eb shumic\u00ebn e rasteve, p\u00ebr Tableau, t\u00eb dh\u00ebnat p\u00ebrgatiten dhe akumulohen tashm\u00eb n\u00eb depo dhe bazat e t\u00eb dh\u00ebnave.
\n \"Dallimet
\nIlustrimi 11. Si t\u00eb ngarkoni dhe t\u00eb transpononi nj\u00eb tabel\u00eb n\u00eb Tableau<\/i><\/p>\n

4. Vizualizimet<\/h2>\n

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion nuk kemi dal\u00eb me nj\u00eb lider. Do t\u00eb kemi nj\u00eb artikull t\u00eb ve\u00e7ant\u00eb, ku do t\u00eb tregojm\u00eb nj\u00eb rast n\u00eb t\u00eb cilin do t\u00eb shohim t\u00eb nj\u00ebjtin raport n\u00eb t\u00eb tre sistemet. (Artikulli \"Analitika e vajzave me p\u00ebrgjegj\u00ebsi t\u00eb ul\u00ebt\")<\/a><\/noindex>. K\u00ebtu \u00ebsht\u00eb m\u00eb shum\u00eb \u00e7\u00ebshtje shije dhe mjesht\u00ebrie t\u00eb analistit. N\u00eb hap\u00ebsirat e internetit mund t\u00eb gjeni shum\u00eb imazhe t\u00eb bukura, t\u00eb nd\u00ebrtuara mbi baz\u00ebn e cilitdo nga k\u00ebto sisteme. Mund\u00ebsit\u00eb baz\u00eb t\u00eb vizualizimeve jan\u00eb pothuajse t\u00eb nj\u00ebjta p\u00ebr t\u00eb gjith\u00eb. E gjith\u00eb ndihmohet nga p\u00ebrdorimi i Extensions. Ka t\u00eb paguara, falas. Ka zgjerime nga vet\u00eb ofruesit, si dhe nga profesionist\u00eb t\u00eb lir\u00eb dhe integrator\u00eb. Ju vet\u00eb mund t\u00eb shkruani nj\u00eb zgjerim vizualizimi p\u00ebr \u00e7do platform\u00eb. <\/p>\n

M\u00eb p\u00eblqen stili i Tableau, e konsideroj at\u00eb t\u00eb rregullt dhe korporativ. Por \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb marr\u00ebsh nj\u00eb imazh v\u00ebrtet t\u00eb bukur n\u00eb Tableau. Nj\u00eb shembull i shk\u00eblqyer i vizualizimit n\u00eb Tableau, ku jan\u00eb p\u00ebrdorur vet\u00ebm shtesa. Nuk mund ta p\u00ebrs\u00ebris k\u00ebt\u00eb, pasi nuk kam k\u00ebto shtesa, por duket bukur.
\n\"Dallimet
\nFigura 12. Pamja e raporteve Tableau me Shtesa<\/i> <\/p>\n

Power BI gjithashtu mund t\u00eb b\u00ebhet interesant.
\n\"Dallimet
\nFigura 13. Pamja e raporteve Power BI me Shtesa<\/i><\/p>\n

E vetmja gj\u00eb q\u00eb nuk kuptoj te Power BI \u00ebsht\u00eb pse kan\u00eb ngjyrat kaq t\u00eb \u00e7uditshme si parazgjedhje. N\u00eb \u00e7do grafik, un\u00eb detyrohem t\u00eb ndryshoj ngjyr\u00ebn n\u00eb at\u00eb t\u00eb mark\u00ebs time dhe \u00e7uditem me ngjyrat standarde. <\/p>\n

Qlik Sense gjithashtu varet nga Shtesat. P\u00ebrdorimi i shtesave mund t\u00eb ndryshoj\u00eb raportet deri n\u00eb mosnjohje. Gjithashtu, mund t\u00eb aplikosh tem\u00ebn dhe dizajnin t\u00ebnd.
\n\"Dallimet
\nFigura 14. Pamja e raporteve Qlik Sense me Shtesa<\/i> <\/p>\n

Nga pik\u00ebpamja e zhvilluesit, Qlik Sense \u00ebsht\u00eb m\u00eb e p\u00ebrshtatshme p\u00ebr mua p\u00ebr shkak t\u00eb opsioneve standarde si masat alternative dhe dimensionet. N\u00eb cil\u00ebsimet e vizualizimit, mund t\u00eb caktohen disa dimensione dhe masa, dhe p\u00ebrdoruesi mund leht\u00ebsisht t\u00eb caktoj\u00eb se \u00e7far\u00eb d\u00ebshiron t\u00eb shikoj\u00eb n\u00eb grafik\u00ebt e ndrysh\u00ebm. <\/p>\n

N\u00eb Power BI dhe Tableau, m\u00eb duhet t\u00eb konfiguroj parametrat, butonat dhe t\u00eb programoj sjelljen e sistemit n\u00eb var\u00ebsi t\u00eb k\u00ebtyre parametrave. M\u00eb befason se pse \u00ebsht\u00eb kaq e v\u00ebshtir\u00eb. E nj\u00ebjta gj\u00eb vlen edhe p\u00ebr mund\u00ebsin\u00eb p\u00ebr t\u00eb ndryshuar pamjen e vizualizimeve. <\/p>\n

N\u00eb Qlik, mund t\u00eb fsheh\u00ebsh lloje t\u00eb ndryshme vizualizimesh n\u00eb nj\u00eb objekt, nd\u00ebrsa n\u00eb Power BI dhe Tableau \u00ebsht\u00eb m\u00eb e v\u00ebshtir\u00eb. S\u00ebrish, kjo varet m\u00eb shum\u00eb nga mjesht\u00ebria e ekzekutuesit. Mund t\u00eb krijosh nj\u00eb kryevep\u00ebr n\u00eb \u00e7do sistem, nd\u00ebrsa pa p\u00ebrvoj\u00eb, grafikat do t\u00eb duken t\u00eb paqarta kudo. <\/p>\n

5. Mjedisi korporativ \u2014 server, raporte<\/h2>\n

\n\"Dallimet
\n
\nT\u00eb gjith\u00eb produktet kan\u00eb versione t\u00eb server\u00ebve korporativ\u00eb. Kam punuar me t\u00eb gjitha edicionet dhe mund t\u00eb them se t\u00eb gjith\u00eb kan\u00eb forte dhe t\u00eb dob\u00ebta. Zgjedhja e produktit duhet t\u00eb b\u00ebhet n\u00eb p\u00ebrputhje me k\u00ebrkesat tuaja p\u00ebr softuer duke pasur parasysh nuancat e tyre. T\u00eb gjith\u00eb ofruesit mund t\u00eb ndajn\u00eb t\u00eb drejtat si n\u00eb nivelin e llogarive dhe grupeve, ashtu edhe n\u00eb nivelin e Data Row Level Security. \u00ebsht\u00eb e mundur rinovimi automatik i raporteve sipas nj\u00eb programi t\u00eb caktuar. <\/p>\n

Qlik Sense Enterprise \u00ebsht\u00eb nj\u00eb mund\u00ebsi e shk\u00eblqyer p\u00ebr t\u00eb nd\u00ebrtuar analitik\u00ebn brenda organizat\u00ebs tuaj p\u00ebr bizneset e vogla dhe t\u00eb mesme. Mund t\u00eb duket m\u00eb e shtrenjt\u00eb se Power BI Pro, por mos harroni se server\u00ebt e Power BI Pro ndodhen n\u00eb cloud n\u00ebn menaxhimin e Microsoft dhe nuk mund t\u00eb ndikoni n\u00eb performanc\u00ebn e tyre; nd\u00ebrsa kur t\u00eb keni nevoj\u00eb p\u00ebr Power BI Premium, i cili mund t\u00eb implementohet n\u00eb server\u00ebt tuaj, \u00e7mimi fillon nga 5000$ n\u00eb muaj. <\/p>\n

\"Dallimet
\n
\nQlik Sense Enterprise fillon nga 230,000 rubla p\u00ebr 5 licenca (pagesa p\u00ebr nj\u00eb vit, pastaj vet\u00ebm mb\u00ebshtetje teknike), q\u00eb \u00ebsht\u00eb shum\u00eb m\u00eb e p\u00ebrballueshme se Power BI Premium. Dhe Qlik Sense Enterprise do t'ju lejoj\u00eb t\u00eb shfryt\u00ebzoni t\u00eb gjitha funksionalitetet e Qlik. Ndoshta p\u00ebrve\u00e7 nj\u00ebrit. P\u00ebr nj\u00eb arsye t\u00eb panjohur, Qlik ka vendosur q\u00eb funksioni i d\u00ebrgimit t\u00eb raporteve n\u00eb PDF me email t\u00eb ofrohet si nj\u00eb sh\u00ebrbim i ve\u00e7ant\u00eb NPrinting.<\/p>\n

Por Qlik Sense Enterprise \u00ebsht\u00eb m\u00eb i fuqish\u00ebm se Power BI Pro dhe prandaj mund t\u00eb b\u00ebjm\u00eb nj\u00eb krahasim t\u00eb till\u00eb. <\/p>\n

Qlik Sense Enterprise = Power BI Premium, me mund\u00ebsi t\u00eb barabarta, rezulton m\u00eb i lir\u00eb n\u00eb implementimet mesatare. Implementimet e m\u00ebdha zakonisht llogariten n\u00eb an\u00ebn e shp\u00ebrndar\u00ebsit, ku ata mund t\u00eb ofrojn\u00eb kushte t\u00eb ve\u00e7anta p\u00ebr kompanin\u00eb tuaj. <\/p>\n

N\u00eb k\u00ebt\u00eb plan ne do t\u00eb preferojm\u00eb Qlik Sense Enterprise, ku ka t\u00eb gjitha mund\u00ebsit\u00eb p\u00ebr t\u00eb nd\u00ebrtuar nj\u00eb analiz\u00eb t\u00eb r\u00ebnd\u00ebsishme mbi t\u00eb dh\u00ebna t\u00eb m\u00ebdha. Sipas mendimit ton\u00eb, n\u00eb masiva t\u00eb m\u00ebdha, Qlik do t\u00eb funksionoj\u00eb m\u00eb shpejt se Power BI; kemi hasur n\u00eb konferenca Qlik klient\u00eb q\u00eb n\u00eb fillim testuan t\u00eb dh\u00ebnat e tyre me miliarda regjistrime dhe Power BI tregoi rezultate m\u00eb t\u00eb dob\u00ebta.
\n\"Dallimet
\nFigura 15. Pamja e raporteve t\u00eb serverit Qlik Sense Enterprise<\/i> <\/p>\n

Qlik Sense Cloud = Power BI Pro. Qlik Sense Cloud del 1.5 her\u00eb m\u00eb shtrenjt\u00eb* dhe aty ka nj\u00eb kufizim t\u00eb konsideruesh\u00ebm q\u00eb nuk na lejon ta p\u00ebrdorim k\u00ebt\u00eb platform\u00eb. Nuk mund t\u00eb p\u00ebrdoren Extensions, madje as ato t\u00eb integruara. Pa zgjerime, Qlik humbet disi bukurin\u00eb e tij vizuale.
\n\"Dallimet
\nFigura 16. Pamja e panelit t\u00eb kontrollit Power BI Pro<\/i> <\/p>\n

*Nj\u00eb alternativ\u00eb \u00ebsht\u00eb p\u00ebrdorimi i Qlik Sense Enterprise me abonim. Por p\u00ebr t\u00eb mos u perceptuar kjo shkrim si reklam\u00eb, ne nuk do t\u00eb diskutojm\u00eb politik\u00ebn ton\u00eb \u00e7mimesh. <\/p><\/blockquote>\n

Tableau \u00ebsht\u00eb paksa m\u00eb i ve\u00e7ant\u00eb p\u00ebr ne. Ata kan\u00eb abonime cloud me \u00e7mimin 70$ p\u00ebr zhvilluesin dhe 15$ p\u00ebr shikuesin, si dhe zgjidhje serveri m\u00eb t\u00eb shtrenjta. Megjithat\u00eb, ideja kryesore e Tableau \u00ebsht\u00eb se p\u00ebr t\u00eb dh\u00ebna t\u00eb m\u00ebdha duhet t\u00eb organizoni p\u00ebrpunimin dhe ruajtjen e t\u00eb dh\u00ebnave n\u00eb an\u00ebn tuaj. Funksionaliteti m\u00eb i ul\u00ebt nuk lejon nj\u00eb p\u00ebrpunim serioz t\u00eb t\u00eb dh\u00ebnave n\u00eb Tableau. Mund t\u00eb vizualizoni, analizoni, po. Por p\u00ebr bizneset e vogla dhe t\u00eb mesme, zakonisht krijimi i nj\u00eb ruajtjeje t\u00eb ve\u00e7ant\u00eb \u00ebsht\u00eb problematike. Un\u00eb do ta ulin vler\u00ebsimin p\u00ebr Tableau, n\u00ebse nuk do t\u00eb ishte p\u00ebr tipin e tyre kryesor. Serveri Tableau d\u00ebrgon pa probleme email-e sipas nj\u00eb orari me bashk\u00ebngjitje n\u00eb formate CSV ose PDF. P\u00ebr m\u00eb tep\u00ebr, mund t\u00eb b\u00ebni ndarjen e t\u00eb drejtave, autofilter\u00ebt dhe m\u00eb tep\u00ebr. Power BI dhe Qlik p\u00ebr \u00e7far\u00ebdo arsye nuk mund ta b\u00ebjn\u00eb k\u00ebt\u00eb, dhe p\u00ebr disa njer\u00ebz kjo mund t\u00eb jet\u00eb kritike. Fal\u00eb k\u00ebsaj, Tableau ruan pozitat e tij n\u00eb debatin ton\u00eb. <\/p>\n

\"Dallimet
\nFigura 17. Pamja e panelit t\u00eb kontrollit t\u00eb Tableau Server<\/i><\/p>\n

Gjithashtu, n\u00eb mjedisin korporativ, \u00ebsht\u00eb e nevojshme t\u00eb mendohet p\u00ebr kostot e implementimit dhe mir\u00ebmbajtjes. N\u00eb Rusi, \u00ebsht\u00eb krijuar praktika q\u00eb Power BI \u00ebsht\u00eb m\u00eb i p\u00ebrhapur n\u00eb biznesin e vog\u00ebl. Kjo ka \u00e7uar n\u00eb nj\u00eb num\u00ebr t\u00eb madh vendesh pune dhe CV-sh, si dhe n\u00eb shfaqjen e integrator\u00ebve t\u00eb vegj\u00ebl. Kjo do t\u00eb mund\u00ebsoj\u00eb gjetjen e specialist\u00ebve p\u00ebr projekte t\u00eb vogla. Por, me shum\u00eb gjasa, asnj\u00eb prej tyre nuk do t\u00eb ket\u00eb p\u00ebrvoj\u00eb n\u00eb implementime t\u00eb m\u00ebdha dhe n\u00eb pun\u00ebn me t\u00eb dh\u00ebna t\u00eb m\u00ebdha. Qlik dhe Tableau jan\u00eb t\u00eb kund\u00ebrt. Partner\u00ebt e Qlik jan\u00eb pak, nd\u00ebrsa ata t\u00eb Tableau jan\u00eb edhe m\u00eb pak. K\u00ebta partner\u00eb specializohen n\u00eb implementime t\u00eb m\u00ebdha me nj\u00eb mesatare t\u00eb lart\u00eb \u00e7mimi. N\u00eb treg nuk ka shum\u00eb vende pune dhe CV-sh, dhe pragu i hyrjes n\u00eb k\u00ebto produkte \u00ebsht\u00eb m\u00eb i v\u00ebshtir\u00eb se n\u00eb Power BI. Por n\u00eb Rusi, ka implementime t\u00eb suksesshme t\u00eb k\u00ebtyre produkteve p\u00ebr mij\u00ebra p\u00ebrdorues dhe k\u00ebto produkte tregojn\u00eb rezultate t\u00eb mira me t\u00eb dh\u00ebna t\u00eb m\u00ebdha. Thjesht \u00ebsht\u00eb e nevojshme t\u00eb kuptoni pikat e dob\u00ebta dhe t\u00eb forta t\u00eb produkteve n\u00eb lidhje me biznesin tuaj. <\/p>\n

6. Mb\u00ebshtetje p\u00ebr pajisjet mobile. <\/h2>\n

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion do t\u00eb theksojm\u00eb Power BI dhe Tableau. Ju mund t\u00eb instaloni aplikacione mobile dhe ato do t\u00eb shikohen mjaft mir\u00eb n\u00eb ekranet e pajisjeve mobile. Megjithat\u00eb, na duket se analiza n\u00eb pajisje mobile ia kalon analiz\u00ebs n\u00eb PC. Prap\u00ebseprap\u00eb, nuk \u00ebsht\u00eb aq e leht\u00eb t\u00eb p\u00ebrdoren filtrat, imazhet jan\u00eb t\u00eb vogla, numrat duken keq, etj. <\/p>\n

\"Dallimet
\nFigura 18. Pamja e raportit Power BI n\u00eb iPhone<\/i><\/p>\n

\"Dallimet
\nFigura 19. Pamja e raportit Tableau n\u00eb iPhone<\/i><\/p>\n

\"Dallimet
\nFigura 20. Pamja e raportit Qlik Sense n\u00eb iPhone<\/i><\/p>\n

Pse u ul\u00ebn notat p\u00ebr Qlik? P\u00ebr arsye q\u00eb nuk na jan\u00eb t\u00eb qarta, klienti mobil \u00ebsht\u00eb i disponuesh\u00ebm vet\u00ebm n\u00eb iPhone, nd\u00ebrsa n\u00eb Android duhet t\u00eb p\u00ebrdoret shfletuesi i zakonsh\u00ebm. P\u00ebrve\u00e7 k\u00ebsaj, gjat\u00eb p\u00ebrdorimit t\u00eb Qlik duhet menj\u00ebher\u00eb t\u00eb kuptoni se disa Extension ose visualizime nuk zvog\u00eblohen apo pozicionohen automatikisht n\u00eb pajisje mobile si\u00e7 pritej. Nj\u00eb raport q\u00eb duket shum\u00eb bukur n\u00eb PC, n\u00eb nj\u00eb ekran t\u00eb vog\u00ebl duket shum\u00eb m\u00eb keq. Duhet t\u00eb krijoni nj\u00eb raport t\u00eb ve\u00e7ant\u00eb p\u00ebr pajisjet mobile, ku t\u00eb hiqni filtrat, KPI-t\u00eb dhe disa objekte t\u00eb tjera. Kjo vlen gjithashtu p\u00ebr Power BI ose Tableau, por n\u00eb Qlik kjo manifeston ve\u00e7an\u00ebrisht shum\u00eb. Shpresojm\u00eb q\u00eb Qlik do t\u00eb punoj\u00eb m\u00eb shum\u00eb mbi klientin e tij mobil. <\/p>\n

N\u00ebse keni shum\u00eb koh\u00eb q\u00eb planifikoni t\u00eb b\u00ebni analiz\u00ebn pik\u00ebrisht nga pajisjet celulare, ka kuptim t\u00eb instaloni t\u00eb gjith\u00eb 3 klient\u00ebt dhe t\u00eb kontrolloni shfaqjen e tyre n\u00eb raportet testuese. \u00c7do furnizues ka n\u00eb faqen e tij nj\u00eb galeri raportesh testuese p\u00ebr t'u njohur. <\/p>\n

7. Analitika e sistemit t\u00eb integruar n\u00eb aplikacione\/faqe t\u00eb jashtme<\/h2>\n

\n\"Dallimet
\n
\nP\u00ebrdorimi i analitik\u00ebs si nj\u00eb sh\u00ebrbim t\u00eb jasht\u00ebm nuk \u00ebsht\u00eb gjithmon\u00eb i p\u00ebrshtatsh\u00ebm. Ndoshta po zhvilloni produktin tuaj, por nuk jeni gati t\u00eb angazhoheni p\u00ebr zhvillimin e vizualizimit dhe motorit t\u00eb analitik\u00ebs nga zero. Ndoshta d\u00ebshironi t\u00eb implementoni analitik\u00eb n\u00eb faqen tuaj, n\u00eb m\u00ebnyr\u00eb q\u00eb klienti t\u00eb regjistrohet vet\u00eb, t\u00eb ngarkoj\u00eb t\u00eb dh\u00ebnat e tij dhe t\u00eb kryej\u00eb analiz\u00ebn brenda panelit t\u00eb tij personal. P\u00ebr k\u00ebt\u00eb, ju nevojitet analitika e integruar (Embedded).
\nT\u00eb gjitha produktet e lejojn\u00eb k\u00ebt\u00eb, por n\u00eb k\u00ebt\u00eb kategori ne do t\u00eb ve\u00e7ojm\u00eb Qlik. <\/p>\n

Power Bi dhe Tableau padyshim q\u00eb thon\u00eb se p\u00ebr k\u00ebto q\u00ebllime nevojitet t\u00eb blini nj\u00eb produkt t\u00eb ve\u00e7ant\u00eb Tableau Embedded Analytics ose Power BI Embedded. K\u00ebto jan\u00eb zgjidhje t\u00eb shtrenjta q\u00eb kushtojn\u00eb mij\u00ebra dollar\u00eb n\u00eb muaj, cosa q\u00eb menj\u00ebher\u00eb e kufizon p\u00ebrdorimin e tyre. Shumica e projekteve menj\u00ebher\u00eb b\u00ebhen jo fitimprur\u00ebse p\u00ebr klient\u00ebt tan\u00eb. K\u00ebtu n\u00ebnkuptohet se nuk \u00ebsht\u00eb thjesht \u00e7\u00ebshtje publikimi t\u00eb nj\u00eb raporti p\u00ebr t\u00eb gjith\u00eb internetin, por se duhet t\u00eb sigurohet publikimi i raporteve n\u00eb p\u00ebrputhje me qasje t\u00eb caktuara, me mbrojtje t\u00eb t\u00eb dh\u00ebnave, autorizimin e p\u00ebrdoruesve etj. <\/p>\n

Por Qlik do t'ju lejoj\u00eb t\u00eb zgjidhni situat\u00ebn. Sigurisht, ata kan\u00eb gjithashtu Qlik Analytics Platform q\u00eb licencohet n\u00eb server dhe organizon nj\u00eb num\u00ebr t\u00eb pakufizuar lidhjesh. Kjo gjithashtu do t\u00eb jet\u00eb e shtrenjt\u00eb si konkurruesit Tableau dhe Power Bi. Dhe n\u00eb rastin e lidhjeve t\u00eb pakufizuara, mund\u00ebsit\u00eb nuk jan\u00eb shum\u00eb. <\/p>\n

Por n\u00eb Qlik ekziston nj\u00eb koncept i quajtur Mashup. Le t\u00eb themi se keni Qlik Sense Enterprise dhe 10 licenca. Analiza standarde, pamja, tani \u00ebsht\u00eb b\u00ebr\u00eb e m\u00ebrzitshme. Ju ngrini nj\u00eb faqe ose aplikacion t\u00ebndin dhe mund t\u00eb integrosh gjith\u00eb analitik\u00ebn tuaj aty. E ve\u00e7anta \u00ebsht\u00eb se, p\u00ebr ta thjeshtuar, Mashup \u00ebsht\u00eb vizualizimi n\u00eb kodin programues. P\u00ebrmes API, mund t\u00eb p\u00ebrcaktoni n\u00eb m\u00ebnyr\u00eb programore krijimin e vizualizimit brenda aplikacionit ose faqes tuaj. Qlik Sense Enterprise do t'ju duhet ende p\u00ebr licencimin (licencat p\u00ebr lidhje me faqen = licencat p\u00ebr lidhje me BI), p\u00ebr ngarkimin e t\u00eb dh\u00ebnave, etj., por vizualizimet do t\u00eb shfaqen jo n\u00eb an\u00ebn e k\u00ebtij serveri, por do t\u00eb integrohen n\u00eb aplikacionin ose faqen tuaj. Ju mund t\u00eb p\u00ebrdorni stilet CSS, t\u00eb caktoni fonte t\u00eb reja, ngjyra. Tani p\u00ebrdoruesit tuaj 10 nuk do t\u00eb hyjn\u00eb n\u00eb serverin e analitik\u00ebs, por do t\u00eb p\u00ebrdorin portalin ose aplikacionin tuaj korporativ. Analitika do t\u00eb arrij\u00eb n\u00eb nj\u00eb nivel t\u00eb ri. <\/p>\n

\"Dallimet
\nFigure 21. Pamja e raportit Qlik Sense t\u00eb integruar n\u00eb faqen e internetit<\/i><\/p>\n

Do t\u00eb jet\u00eb e v\u00ebshtir\u00eb t\u00eb kuptohet se ku fillojn\u00eb elementet e faqes dhe ku fillon Qlik Sense.
\nSigurisht, do t'ju nevojitet nj\u00eb programues, madje m\u00eb shum\u00eb se nj\u00eb. Nj\u00eb p\u00ebr programimin n\u00eb web, nj\u00eb p\u00ebr pun\u00ebn me API-n\u00eb e Qlik. Por rezultati e justifikon. <\/p>\n

P\u00ebrfundimet. Shkurtimisht. <\/h2>\n

\n\"Dallimet
\n
\n\u00cbsht\u00eb e v\u00ebshtir\u00eb t\u00eb thuash qart\u00eb se cili \u00ebsht\u00eb m\u00eb i mir\u00eb e cili \u00ebsht\u00eb m\u00eb i keq. Power BI dhe Qlik jan\u00eb n\u00eb nivel t\u00eb barabart\u00eb n\u00eb gar\u00ebn ton\u00eb, Tableau \u00ebsht\u00eb pak m\u00eb prapa. Por ndoshta p\u00ebr biznesin tuaj rezultati do t\u00eb jet\u00eb ndryshe. Elementi vizual \u00ebsht\u00eb shum\u00eb i r\u00ebnd\u00ebsish\u00ebm n\u00eb platformat BI. N\u00ebse keni par\u00eb dhjet\u00ebra demonstrata dhe imazhe n\u00eb internet p\u00ebr t\u00eb gjitha sistemet BI dhe nuk ju p\u00eblqen si duket nj\u00ebra prej platformave, ka shum\u00eb t\u00eb ngjar\u00eb q\u00eb nuk do ta implementoni at\u00eb, edhe n\u00ebse \u00e7mimi ose karakteristikat teknike ju p\u00ebrshtaten. <\/p>\n

M\u00eb pas, do t'ju nevojitet t\u00eb llogaritni kostot e licencave, implementimit dhe mb\u00ebshtetjes s\u00eb platform\u00ebs BI. Ndoshta n\u00eb rastin tuaj do t\u00eb dallohet lideri. Fakti se kush \u00ebsht\u00eb kontraktori apo mund\u00ebsia p\u00ebr t\u00eb pun\u00ebsuar nj\u00eb specialist t\u00eb p\u00ebrshtatsh\u00ebm ka r\u00ebnd\u00ebsi t\u00eb madhe. Pa profesionist\u00eb, \u00e7do platform\u00eb do t\u00eb jap\u00eb rezultate zhg\u00ebnjyese. <\/p>\n

Uroj sukses n\u00eb integrimet tuaja BI, Andrey Zhdanov dhe Vladimir Lazarev, Analitics Group<\/p>\n

Burimi: habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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