{"id":96442,"date":"2020-10-11T19:42:46","date_gmt":"2020-10-11T17:42:46","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/kak-vybrat-instrument-dlya-biznes-analiza"},"modified":"2020-10-11T19:42:46","modified_gmt":"2020-10-11T17:42:46","slug":"kak-vybrat-instrument-dlya-biznes-analiza","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/kak-vybrat-instrument-dlya-biznes-analiza","title":{"rendered":"Si t\u00eb zgjidhni nj\u00eb mjet p\u00ebr analiz\u00ebn e biznesit","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Cfar\u00eb zgjedhjeje keni?<\/h2>\n

\nP\u00ebrdorimi i sistemeve t\u00eb shtrenjta dhe kompleks BI shpesh mund t\u00eb z\u00ebvend\u00ebsohet nga mjete analitike t\u00eb thjeshta dhe relativisht t\u00eb lira, por mjaft efektive. Duke lexuar k\u00ebt\u00eb artikull, do t\u00eb jeni n\u00eb gjendje t\u00eb vler\u00ebsoni nevojat tuaja n\u00eb fush\u00ebn e analiz\u00ebs biznesore dhe t\u00eb kuptoni se cila mund\u00ebsi \u00ebsht\u00eb m\u00eb e p\u00ebrshtatshme p\u00ebr biznesin tuaj.
\n<\/a><\/noindex>
\nNatyrisht, t\u00eb gjitha sistemet BI kan\u00eb nj\u00eb arkitektur\u00eb jasht\u00ebzakonisht komplekse dhe implementimi i tyre n\u00eb kompani \u00ebsht\u00eb nj\u00eb detyr\u00eb e v\u00ebshtir\u00eb q\u00eb k\u00ebrkon nj\u00eb shum\u00eb t\u00eb konsiderueshme p\u00ebr zgjidhje dhe integrator\u00eb t\u00eb kualifikuar t\u00eb lart\u00eb. Do t\u2019ju duhet t\u00eb k\u00ebrkoni sh\u00ebrbimet e tyre disa her\u00eb, pasi implementimi dhe v\u00ebnia n\u00eb funksionim nuk do t\u00eb p\u00ebrfundoj\u00eb k\u00ebtu \u2013 n\u00eb t\u00eb ardhmen do t\u00eb nevojitet p\u00ebrmir\u00ebsimi i funksionaleve, zhvillimi i raporteve t\u00eb reja dhe treguesve. Duhet t\u00eb keni parasysh q\u00eb n\u00eb rastin e funksionimit t\u00eb suksessh\u00ebm t\u00eb sistemit, do t\u00eb d\u00ebshironi q\u00eb gjithnj\u00eb e m\u00eb shum\u00eb punonj\u00ebs t\u00eb punojn\u00eb n\u00eb t\u00eb, q\u00eb do t\u00eb thot\u00eb blerjen e licencave t\u00eb tjera p\u00ebr p\u00ebrdoruesit.<\/p>\n

Nj\u00eb tjet\u00ebr ve\u00e7ori thelb\u00ebsore e sistemeve t\u00eb avancuara t\u00eb analitik\u00ebs s\u00eb biznesit \u00ebsht\u00eb nj\u00eb grup jasht\u00ebzakonisht i gjer\u00eb funksionesh, shum\u00eb prej t\u00eb cilave ndoshta nuk do t\u2019i p\u00ebrdorni kurr\u00eb, por do t\u00eb vazhdoni t\u00eb paguani p\u00ebr to \u00e7do her\u00eb, duke rinovuar licencat.<\/p>\n

K\u00ebto karakteristika t\u00eb sistemeve BI t\u00eb japin arsye p\u00ebr t\u00eb menduar p\u00ebr p\u00ebrshtatjen e nj\u00eb alternative. M\u00eb posht\u00eb propozoj t\u00eb krahasojm\u00eb zgjidhjen e grupit standard t\u00eb detyrave n\u00eb p\u00ebrgatitjen e raportimit duke p\u00ebrdorur Power BI dhe Excel.<\/p>\n

Power BI apo Excel?<\/h2>\n

\nSi rregull, p\u00ebr t\u00eb p\u00ebrgatitur nj\u00eb raport tremujor mbi shitjet, analisti nxjerr t\u00eb dh\u00ebnat nga sistemet e llogarive, i p\u00ebrputh ato me regjistrat e tij dhe i bashkon duke p\u00ebrdorur funksionin VLOOKUP n\u00eb nj\u00eb tabel\u00eb, mbi baz\u00ebn e s\u00eb cil\u00ebs nd\u00ebrtohet raporti.<\/p>\n

Si zgjidhet kjo detyr\u00eb me Power BI? <\/p>\n

T\u00eb dh\u00ebnat nga burimet ngarkohet n\u00eb sistem dhe p\u00ebrgatiten p\u00ebr analiz\u00eb: ndahen n\u00eb tabela, pastrohen dhe p\u00ebrputhen. Pas k\u00ebsaj, krijohet modeli i biznesit: tabelat lidhen me nj\u00ebra-tjetr\u00ebn, p\u00ebrcaktohen treguesit, krijohen hierarkit\u00eb e p\u00ebrdoruesve. Hapi tjet\u00ebr \u00ebsht\u00eb vizualizimi. K\u00ebtu, me t\u00ebrheqjen e thjesht\u00eb t\u00eb elementeve t\u00eb kontrollit dhe pajisjeve, formohet nj\u00eb panel interaktiv. T\u00eb gjith\u00eb element\u00ebt lidhen p\u00ebrmes modelit t\u00eb t\u00eb dh\u00ebnave. N\u00eb analiz\u00eb, kjo lejon p\u00ebrqendrimin n\u00eb informacionin e nevojsh\u00ebm, duke e filtruar at\u00eb n\u00eb t\u00eb gjitha pamjet me nj\u00eb klikim n\u00eb \u00e7do element t\u00eb panelit.<\/p>\n

Cilat jan\u00eb p\u00ebrfitimet e aplikimit t\u00eb Power BI krahasuar me qasjen tradicionale q\u00eb mund t\u00eb v\u00ebrehen n\u00eb shembullin e dh\u00ebn\u00eb?<\/p>\n

1 \u2013 Automatizimi i procedur\u00ebs s\u00eb marrjes s\u00eb t\u00eb dh\u00ebnave dhe p\u00ebrgatitjes s\u00eb tyre p\u00ebr analiz\u00eb.
\n2 \u2013 Nd\u00ebrtimi i modelit t\u00eb biznesit.
\n3 \u2013 Vizualizim i jasht\u00ebzakonsh\u00ebm.
\n4 \u2013 Qasje t\u00eb kufizuar n\u00eb raportet.<\/p>\n

Tani le t\u00eb shqyrtojm\u00eb \u00e7do pik\u00eb ve\u00e7mas.<\/p>\n

1 \u2013 P\u00ebrgatitja e t\u00eb dh\u00ebnave p\u00ebr nd\u00ebrtimin e raportit k\u00ebrkon nj\u00eb her\u00eb t\u00eb vetme p\u00ebrcaktimin e nj\u00eb procedure q\u00eb realizon lidhjen me t\u00eb dh\u00ebnat dhe p\u00ebrpunimin e tyre, dhe \u00e7do her\u00eb q\u00eb \u00ebsht\u00eb e nevojshme t\u00eb marr\u00ebsh nj\u00eb raport p\u00ebr nj\u00eb periudh\u00eb tjet\u00ebr, Power BI do t'i kaloj\u00eb t\u00eb dh\u00ebnat p\u00ebrmes procedur\u00ebs s\u00eb krijuar. K\u00ebshtu automatizohet nj\u00eb pjes\u00eb e madhe e pun\u00ebs n\u00eb p\u00ebrgatitjen e t\u00eb dh\u00ebnave p\u00ebr analiz\u00eb. Por \u00e7\u00ebshtja \u00ebsht\u00eb se Power BI realizon procedur\u00ebn e p\u00ebrgatitjes s\u00eb t\u00eb dh\u00ebnave me nj\u00eb mjet q\u00eb \u00ebsht\u00eb i disponuesh\u00ebm n\u00eb versionin klasik t\u00eb Excel, dhe quhet Power Query<\/a><\/noindex>. Ai lejon realizimin e detyr\u00ebs t\u00eb vendosur n\u00eb Excel n\u00eb m\u00ebnyr\u00ebn e nj\u00ebjt\u00eb.<\/p>\n

2 \u2013 K\u00ebtu situata \u00ebsht\u00eb e ngjashme. Mjeti Power BI p\u00ebr nd\u00ebrtimin e modelit t\u00eb biznesit ekziston edhe n\u00eb Excel \u2013 kjo \u00ebsht\u00eb Power Pivot<\/a><\/noindex>.<\/p>\n

3 \u2013 Si\u00e7 mund ta keni p\u00ebrshkruar, \u00e7\u00ebshtja e vizualizimit \u00ebsht\u00eb e ngjashme: shtesa e Excel-it \u2014 Power View<\/a><\/noindex> e realizon k\u00ebt\u00eb detyr\u00eb me sukses.<\/p>\n

4 \u2013 Duhet t\u00eb kuptojm\u00eb se si t\u00eb qasemi n\u00eb raportet. K\u00ebtu situata nuk \u00ebsht\u00eb aq roz\u00eb. Problemi \u00ebsht\u00eb se Power BI \u00ebsht\u00eb nj\u00eb sh\u00ebrbim n\u00eb cloud, aksesimi i t\u00eb cilit b\u00ebhet p\u00ebrmes nj\u00eb llogarie personale. Administratori i sh\u00ebrbimit ndan p\u00ebrdoruesit n\u00eb grupe dhe cakton nivele t\u00eb ndryshme akses p\u00ebr k\u00ebto grupe n\u00eb raportet. K\u00ebshtu, arrihet ndarja e t\u00eb drejtave t\u00eb aksesit midis punonj\u00ebsve t\u00eb kompanis\u00eb. Pra, analist\u00ebt, menaxher\u00ebt dhe drejtor\u00ebt, kur hyjn\u00eb n\u00eb t\u00eb nj\u00ebjt\u00ebn faqe, shohin raportin n\u00eb versionin q\u00eb u \u00ebsht\u00eb e disponueshme. Aksi mund t\u00eb kufizohet p\u00ebr nj\u00eb grup t\u00eb caktuar t\u00eb dh\u00ebnash ose p\u00ebr raportin e t\u00ebr\u00eb. Megjithat\u00eb, n\u00ebse raporti \u00ebsht\u00eb n\u00eb formatin Excel, at\u00ebher\u00eb me ndihm\u00ebn e administratorit t\u00eb sistemit, mund t\u00eb tentojm\u00eb t\u00eb zgjidhim \u00e7\u00ebshtjen e aksesit, por kjo do t\u00eb ishte ndryshe. Un\u00eb do t\u00eb rikthehem p\u00ebr t\u00eb shqyrtuar k\u00ebt\u00eb \u00e7\u00ebshtje kur t\u00eb p\u00ebrshkruaj ve\u00e7orit\u00eb e portalit korporativ.<\/p>\n

\u00cbsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb theksohet se, n\u00eb p\u00ebrgjith\u00ebsi, nevoja e nj\u00eb kompanie p\u00ebr dashboard-e t\u00eb nd\u00ebrlikuara dhe t\u00eb bukura nuk \u00ebsht\u00eb e madhe dhe shpesh, p\u00ebr analiz\u00ebn e t\u00eb dh\u00ebnave n\u00eb Excel, pas nd\u00ebrtimit t\u00eb modelit t\u00eb biznesit, nuk shfryt\u00ebzojn\u00eb mund\u00ebsit\u00eb e Power View, por p\u00ebrdorin tabela t\u00eb p\u00ebrmbledhura. Ato ofrojn\u00eb funksionalitet OLAP, i cili \u00ebsht\u00eb mjaft i mjaftuesh\u00ebm p\u00ebr t\u00eb zgjidhur shumic\u00ebn e detyrave analitike t\u00eb biznesit.<\/p>\n

Prandaj, m\u00ebnyra e kryerjes s\u00eb analiz\u00ebs s\u00eb biznesit n\u00eb Excel mund t\u00eb plot\u00ebsoj\u00eb nevojat e nj\u00eb kompanie mesatare me nj\u00eb num\u00ebr t\u00eb vog\u00ebl punonj\u00ebsish q\u00eb kan\u00eb nevoj\u00eb p\u00ebr raporte. Megjithat\u00eb, n\u00ebse k\u00ebrkesat e kompanis\u00eb suaj jan\u00eb m\u00eb ambicios, mos u nxini t\u00eb p\u00ebrdorni mjete q\u00eb do t\u00eb zgjidhin gjith\u00e7ka menj\u00ebher\u00eb.<\/p>\n

Ju sugjeroj nj\u00eb qasje m\u00eb profesionale, me t\u00eb cil\u00ebn do t\u00eb merrni sistemin tuaj t\u00eb plote, t\u00eb automatizuar p\u00ebr nd\u00ebrtimin e raporteve analitike t\u00eb biznesit me qasje t\u00eb kufizuar p\u00ebr to.<\/p>\n

ETL dhe DWH<\/h2>\n

\nN\u00eb qasjet e m\u00ebparshme p\u00ebr nd\u00ebrtimin e raporteve t\u00eb biznesit, ngarkimi dhe p\u00ebrgatitja e t\u00eb dh\u00ebnave p\u00ebr analiz\u00eb realizoheshin me teknologjin\u00eb Power Query. Ky metod mbetet plot\u00ebsisht i justifikuar dhe efektiv derisa burimet e t\u00eb dh\u00ebnave t\u00eb mos jen\u00eb t\u00eb shumta: nj\u00eb sistem llogarish dhe tabela ndihm\u00ebse nga Excel. Megjithat\u00eb, me rritjen e numrit t\u00eb sistemeve t\u00eb llogarive, zgjidhja e k\u00ebsaj detyre p\u00ebrmes Power Query b\u00ebhet shum\u00eb e ngadalt\u00eb, e v\u00ebshtir\u00eb p\u00ebr t'u mb\u00ebshtetur dhe zhvilluar. N\u00eb k\u00ebto raste, mjetet p\u00ebr ETL vijn\u00eb n\u00eb ndihm\u00eb. <\/p>\n

Me ndihm\u00ebn e tyre, realizohet nxjerrja e t\u00eb dh\u00ebnave nga burimet (Extract), transformimi i tyre (Transform), q\u00eb p\u00ebrfshin pastrimin dhe p\u00ebrshtatjen, dhe ngarkimi n\u00eb depozit\u00ebn e t\u00eb dh\u00ebnave (Load). Depozita e t\u00eb dh\u00ebnave (DWH \u2014 Data Warehouse) zakonisht \u00ebsht\u00eb nj\u00eb baz\u00eb t\u00eb dh\u00ebnash relationale, e vendosur n\u00eb server. Kjo baz\u00eb p\u00ebrmban t\u00eb dh\u00ebna t\u00eb p\u00ebrshtatshme p\u00ebr analiz\u00eb. Procesi ETL, i cili p\u00ebrdit\u00ebson t\u00eb dh\u00ebnat e depozit\u00ebs n\u00eb t\u00eb rejat, aktivizohet sipas nj\u00eb orari. Me rastin e fjal\u00ebs, t\u00eb gjith\u00eb k\u00ebt\u00eb proces e menaxhon n\u00eb m\u00ebnyr\u00eb t\u00eb shk\u00eblqyer Integration Services, t\u00eb cilat b\u00ebjn\u00eb pjes\u00eb n\u00eb MS SQL Server.<\/p>\n

N\u00eb vazhdim, ashtu si m\u00eb par\u00eb p\u00ebr nd\u00ebrtimin e modele t\u00eb biznesit dhe vizualizimin, mund t\u00eb p\u00ebrdorni Excel, Power BI, ose mjetet e tjera analitike si Tableau ose Qlik Sense. Por para se ta vazhdoj, dua t'ju t\u00ebrheq v\u00ebmendjen p\u00ebr nj\u00eb mund\u00ebsi tjet\u00ebr, p\u00ebr t\u00eb cil\u00ebn mund t\u00eb mos keni qen\u00eb t\u00eb vet\u00ebdijsh\u00ebm, megjith\u00ebse ajo ka qen\u00eb e disponueshme p\u00ebr ju prej nj\u00eb koh\u00eb. B\u00ebhet fjal\u00eb p\u00ebr nd\u00ebrtimin e modeleve t\u00eb biznesit p\u00ebrmes sh\u00ebrbimeve analitike t\u00eb MS SQL Server, konkretisht Analysis Services.<\/p>\n

Modelet e t\u00eb dh\u00ebnave n\u00eb MS Analysis Services<\/h2>\n

\nKy seksion i artikullit do t\u00eb jet\u00eb m\u00eb i interesant p\u00ebr ata q\u00eb tashm\u00eb po p\u00ebrdorin MS SQL Server n\u00eb kompanin\u00eb e tyre.<\/p>\n

N\u00eb k\u00ebt\u00eb moment, sh\u00ebrbimet e Analysis Services ofrojn\u00eb dy lloje modelet e t\u00eb dh\u00ebnave \u2013 k\u00ebto jan\u00eb modele multidimensionale dhe tabela. P\u00ebrve\u00e7 faktit se t\u00eb dh\u00ebnat n\u00eb k\u00ebto modele jan\u00eb t\u00eb lidhura, vlerat e treguesve t\u00eb modelit agregohen paraprakisht dhe ruhen n\u00eb qelizat e kub\u00ebve OLAP, t\u00eb cilat aksesohen p\u00ebrmes k\u00ebrkesave MDX ose DAX. Fal\u00eb nj\u00eb arkitekture t\u00eb till\u00eb t\u00eb ruajtjes s\u00eb t\u00eb dh\u00ebnave, nj\u00eb k\u00ebrkes\u00eb q\u00eb kap miliona regjistrime kthehet brenda disa sekondash. Ky m\u00ebnyr\u00eb e qasjes n\u00eb t\u00eb dh\u00ebna \u00ebsht\u00eb e nevojshme p\u00ebr kompanit\u00eb, tabelat e transaksioneve t\u00eb cilave p\u00ebrmbajn\u00eb nga nj\u00eb milion regjistrime (shtresa e sip\u00ebrme nuk \u00ebsht\u00eb e kufizuar).<\/p>\n

Excel, Power BI dhe shum\u00eb mjete t\u00eb tjera \"solid\" din\u00eb t\u00eb lidhen me k\u00ebto modele dhe t\u00eb vizualizojn\u00eb t\u00eb dh\u00ebnat e tyre strukturore.<\/p>\n

N\u00ebse keni ndjekur rrug\u00ebn \"e avancuar\": automatizuar procesin ETL dhe nd\u00ebrtuar modele biznesi me an\u00eb t\u00eb sh\u00ebrbimeve MS SQL Server, ju meritoni t\u00eb keni portalin tuaj korporativ.<\/p>\n

Portali korporativ<\/h2>\n

\nP\u00ebrmes tij, administrator\u00ebt do t\u00eb monitorojn\u00eb dhe menaxhojn\u00eb procesin e nd\u00ebrtimit t\u00eb raporteve. Prania e portalit do t\u00eb mund\u00ebsoj\u00eb unifikimin e treguesve t\u00eb kompanis\u00eb: informacioni p\u00ebr klient\u00ebt, produktet, menaxher\u00ebt, furnizuesit do t\u00eb jet\u00eb n\u00eb dispozicion p\u00ebr p\u00ebrputhje, redaktim dhe shkarkim n\u00eb nj\u00eb vend p\u00ebr t\u00eb gjith\u00eb ata q\u00eb e p\u00ebrdorin at\u00eb. N\u00eb portal mund t\u00eb realizohen funksione t\u00eb ndryshme p\u00ebr ndryshimin e t\u00eb dh\u00ebnave t\u00eb sistemeve t\u00eb llogaritjes, p\u00ebr shembull, t\u00eb menaxhohet replikimi i t\u00eb dh\u00ebnave. Dhe e r\u00ebnd\u00ebsishmja, n\u00ebp\u00ebrmjet portalit, zgjidhet me sukses problemi i organizimit t\u00eb aksesit t\u00eb kufizuar n\u00eb raporte - punonj\u00ebsit do t\u00eb shohin vet\u00ebm ato raporte q\u00eb jan\u00eb p\u00ebrgatitur p\u00ebr departamentet e tyre n\u00eb formatin e duhur p\u00ebr ta.<\/p>\n

Megjithat\u00eb, ende nuk \u00ebsht\u00eb e qart\u00eb se si do t\u00eb organizohet shfaqja e raporteve n\u00eb faqen e portalit. P\u00ebr t\u00eb b\u00ebr\u00eb k\u00ebt\u00eb pyetje, s\u00eb pari duhet t\u00eb p\u00ebrcaktohemi p\u00ebr teknologjin\u00eb mbi t\u00eb cil\u00ebn do t\u00eb nd\u00ebrtohet portali. Sugjeroj t\u00eb merret si baz\u00eb nj\u00eb nga framework-et: ASP.NET MVC\/Web Forms\/Core, ose Microsoft SharePoint. N\u00ebse n\u00eb kompanin\u00eb tuaj ka edhe nj\u00eb zhvillues .NET, at\u00ebher\u00eb zgjedhja nuk do t\u00eb jet\u00eb e v\u00ebshtir\u00eb. Tani mund t\u00eb zgjidhni nj\u00eb klient OLAP t\u00eb integruar n\u00eb aplikacion, i cili mund t\u00eb lidhet me modelet shum\u00eb-dimensionale ose tabelare t\u00eb sh\u00ebrbimeve t\u00eb Analysis Services.<\/p>\n

Zgjedhja e klientit OLAP p\u00ebr vizualizimin<\/h2>\n

\nLe t\u00eb krahasojm\u00eb disa mjete sipas nivelit t\u00eb v\u00ebshtir\u00ebsis\u00eb n\u00eb integrim, funksionalitetit dhe \u00e7mimit: Power BI, komponent\u00ebt Telerik UI p\u00ebr ASP.NET MVC dhe komponent\u00ebt RadarCube ASP.NET MVC.<\/p>\n

Power BI<\/h3>\n

\nP\u00ebr t\u00eb organizuar qasjen e punonj\u00ebsve t\u00eb kompanis\u00eb n\u00eb raportet Power BI n\u00eb faqen e portalit tuaj, duhet t\u00eb shfryt\u00ebzoni funksionin Power BI Embedded<\/a><\/noindex>.<\/p>\n

T\u00eb them menj\u00ebher\u00eb, do t\u00eb nevojitet nj\u00eb licenc\u00eb Power BI Premium dhe nj\u00eb kapacitet i dedikuar shtes\u00eb. Disponimi i nj\u00eb kapaciteti t\u00eb dedikuar lejon publikimin e dashboard-eve dhe raporteve p\u00ebr p\u00ebrdoruesit n\u00eb organizat\u00eb pa pasur nevoj\u00eb p\u00ebr t\u00eb bler\u00eb licenca p\u00ebr ta.<\/p>\n

S\u00eb pari, raporti, i formuar n\u00eb Power BI Desktop, publikohet n\u00eb portalin Power BI dhe m\u00eb pas, me nj\u00eb konfigurim t\u00eb ve\u00e7ant\u00eb, integropohet n\u00eb faqen e aplikacionit web. <\/p>\n

Nj\u00eb analist mund t\u00eb merret me procedur\u00ebn e krijimit t\u00eb nj\u00eb raporti t\u00eb thjesht\u00eb dhe publikimin e tij, por integrimi mund t\u00eb sjell\u00eb probleme serioze. Po ashtu, \u00ebsht\u00eb shum\u00eb e komplikuar t\u00eb kuptohet mekanizmi i funksionimit t\u00eb k\u00ebtij instrumenti: numri i madh i konfigurimeve t\u00eb sh\u00ebrbimit n\u00eb cloud, shum\u00ebllojshm\u00ebria e abonimeve, licencave dhe kapaciteteve rrit ndjesh\u00ebm k\u00ebrkesat p\u00ebr nivelin e p\u00ebrgatitjes s\u00eb specialistit. Pra, \u00ebsht\u00eb m\u00eb mir\u00eb t'ia besoni k\u00ebt\u00eb detyr\u00eb nj\u00eb IT-specialisti.<\/p>\n

Komponent\u00ebt Telerik dhe RadarCube<\/h3>\n

\nP\u00ebr t\u00eb integruar komponent\u00ebt Telerik dhe RadarCube, \u00ebsht\u00eb e mjaftueshme t\u00eb keni njohuri bazike n\u00eb teknologjit\u00eb programore. Pra, aft\u00ebsit\u00eb profesionale t\u00eb nj\u00eb programatori nga departamenti IT do t\u00eb ishin t\u00eb mjaftueshme. E gjith\u00eb q\u00eb nevojitet, \u00ebsht\u00eb vendosja e komponentit n\u00eb faqen web dhe konfigurimi i tij sipas nevojave tuaja.<\/p>\n

Komponenti PivotGrid<\/a><\/noindex> nga nga i Telerik UI p\u00ebr ASP.NET MVC integrohet n\u00eb faqen tuaj n\u00eb nj\u00eb m\u00ebnyr\u00eb rafinuar dhe ofron funksionalitetet m\u00eb t\u00eb nevojshme OLAP. Megjithat\u00eb, n\u00ebse k\u00ebrkoni m\u00eb shum\u00eb personalizim dhe funksionalitete t\u00eb avancuara, \u00ebsht\u00eb m\u00eb mir\u00eb t\u00eb p\u00ebrdorni komponent\u00ebt RadarCube ASP.NET MVC<\/a><\/noindex>. Nj\u00eb num\u00ebr i madh konfigurimesh, funksionalitete t\u00eb pasura me mund\u00ebsi p\u00ebr t'i personalizuar dhe zgjeruar, do t'ju lejojn\u00eb t\u00eb krijoni nj\u00eb raport OLAP t\u00eb \u00e7do kompleksiteti.<\/p>\n

M\u00eb posht\u00eb do t\u00eb sjell nj\u00eb tabel\u00eb krahasuese t\u00eb karakteristikave t\u00eb mjeteve t\u00eb shqyrtuara sipas shkall\u00ebs s\u00eb Ul\u00ebt-Mesatar-Fund.<\/p>\n

 
\nPower BI
\nTelerik UI p\u00ebr ASP.NET MVC
\nRadarCube ASP.NET MVC<\/p>\n

Vizualizimi
\nI lart\u00eb
\nI ul\u00ebt
\nMesatar<\/p>\n

Grupi i funksionaliteteve OLAP
\nI lart\u00eb
\nI ul\u00ebt
\nI lart\u00eb<\/p>\n

Fleksibilitet i konfiguruar
\nI lart\u00eb
\nI lart\u00eb
\nI lart\u00eb<\/p>\n

Mund\u00ebsia p\u00ebr t\u00eb personalizuar funksionet
\n—
\n—
\n+<\/p>\n

Personalizimi programatik
\n—
\n —
\n+<\/p>\n

Niveli i v\u00ebshtir\u00ebsis\u00eb s\u00eb integrimit dhe konfigurimit
\nI lart\u00eb
\nI ul\u00ebt
\nMesatar<\/p>\n

Kostoja minimale
\nPower BI Premium EM3<\/p>\n

190 000 rub.\/muaj
\nLicenc\u00eb p\u00ebr nj\u00eb zhvillues<\/p>\n

90 000 rub.<\/p>\n

Licenc\u00eb p\u00ebr nj\u00eb zhvillues<\/p>\n

25 000 rub.<\/p>\n

\nTani mund t\u00eb kaloni n\u00eb p\u00ebrcaktimin e kritereve p\u00ebr zgjedhjen e mjetit analitik.<\/p>\n

Kushtet p\u00ebr zgjedhjen e Power BI<\/h3>\n

<\/p>\n