{"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 t\u00eb lexuar 11 minuta<\/i><\/p>\n

Ne dhe Garta 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 n\u00eb katrorin e Gartner:<\/p>\n

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

\n\"Dallimet
\nFigura 1. Katri Magjik i BI Gartner 2019<\/i><\/p>\n

M\u00eb quajn\u00eb Zhdanova Andrey, jam drejtor i departamentit t\u00eb analitik\u00ebs n\u00eb kompanin\u00eb Analitiks Grup (www.analyticsgroup.ru<\/a><\/noindex>). Ne nd\u00ebrtuam raportet vizuale p\u00ebr marketingun, shitjet, financat, logjistik\u00ebn, me fjal\u00eb t\u00eb tjera, merren me analitik\u00ebn e biznesit dhe vizualizimin e t\u00eb dh\u00ebnave. <\/p>\n

Un\u00eb dhe koleg\u00ebt e mi kemi punuar p\u00ebr disa vite me platforma t\u00eb ndryshme BI. Kemi 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

Do t\u00eb kemi nj\u00eb artikull t\u00eb ve\u00e7ant\u00eb mbi krahasimin e \u00e7mimeve dhe pamjes vizuale 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 pik\u00ebpamja e analistit dhe zhvilluesit. <\/p>\n

Do t\u00eb ndak\u00eb disa drejtime p\u00ebr analiz\u00eb dhe do t'i vler\u00ebsojm\u00eb me sistemin 3-pik\u00ebsh:<\/p>\n

\u2014 Prag i hyrjes dhe k\u00ebrkesat p\u00ebr analist\u00ebt;
\n \u2014 Burimet e t\u00eb dh\u00ebnave;
\n \u2014 Pastrimi i t\u00eb dh\u00ebnave, ETL (Ekstraktim, Transformim, Ngarkim)
\n \u2014 Vizualizimet dhe zhvillimi
\n \u2014 Ambienti korporativ \u2014 serveri, raportet
\n \u2014 Mb\u00ebshtetje p\u00ebr pajisjet mobile
\n \u2014 Analitika e integruar n\u00eb aplikacione\/websitet e pal\u00ebve t\u00eb treta<\/p><\/blockquote>\n

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

1. Prag i hyrjes dhe k\u00ebrkesat p\u00ebr analist\u00ebt<\/h2>\n

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

Power BI<\/h3>\n

\nKam par\u00eb shum\u00eb p\u00ebrdorues t\u00eb Power BI, t\u00eb cil\u00ebt nuk ishin specialist\u00eb IT, por mund t\u00eb krijonin nj\u00eb raport t\u00eb mir\u00eb. Power BI p\u00ebrdor t\u00eb nj\u00ebjtin gjuh\u00eb k\u00ebrkesash si Excel \u2014 Power Query dhe gjuh\u00ebn e formulave DAX. Shum\u00eb analist\u00eb e njohin mir\u00eb Excel-in, prandaj kalimi n\u00eb k\u00ebt\u00eb sistem BI \u00ebsht\u00eb mjaft i leht\u00eb p\u00ebr ta. <\/p>\n

Shumica e veprimeve jan\u00eb mjaft t\u00eb lehta p\u00ebr t'u kryer n\u00eb redaktorin e k\u00ebrkesave. Plus, ka nj\u00eb redaktor t\u00eb avancuar me gjuh\u00ebn M p\u00ebr profesionist\u00ebt.
\n\"Dallimet
\nFigura 2. Nd\u00ebrtuesi i k\u00ebrkesave Power BI<\/i><\/p>\n

Qlik Sense <\/h3>\n

\nQlik Sense duket shum\u00eb miq\u00ebsore \u2014 nj\u00eb num\u00ebr i vog\u00ebl konfigurimesh, mund\u00ebsia e shpejt\u00eb p\u00ebr t\u00eb krijuar nj\u00eb raport, mund t\u00eb p\u00ebrdor\u00ebsh nd\u00ebrtuesin e ngarkes\u00ebs s\u00eb t\u00eb dh\u00ebnave. <\/p>\n

N\u00eb fillim duket m\u00eb e thjesht\u00eb se Power BI dhe Tableau. Por nga p\u00ebrvoja, mund t\u00eb them se pas nj\u00eb kohe, kur analisti krijon disa raporte t\u00eb thjeshta dhe i nevojitet di\u00e7ka m\u00eb komplekse, do t\u00eb p\u00ebrballet me nevoj\u00ebn p\u00ebr t\u00eb programuar. <\/p>\n

Qlik ka nj\u00eb gjuh\u00eb shum\u00eb t\u00eb fuqishme p\u00ebr ngarkimin dhe p\u00ebrpunimin e t\u00eb dh\u00ebnave. Ka nj\u00eb gjuh\u00eb formule t\u00eb ve\u00e7ant\u00eb, Set Analysis. Prandaj, analisti duhet t\u00eb dij\u00eb t\u00eb shkruaj\u00eb k\u00ebrkesa 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 do t\u00eb k\u00ebrkojn\u00eb studim. Besoj se t\u00eb gjith\u00eb analist\u00ebt e Qlik q\u00eb njoh kan\u00eb nj\u00eb arriere t\u00eb fort\u00eb n\u00eb IT. <\/p>\n

Integrator\u00ebt e Qlik, si ne, shpesh likojn\u00eb t\u00eb flasin p\u00ebr modelin asociativ, ku gjat\u00eb ngarkimit t\u00eb t\u00eb dh\u00ebnave, ato vendosen n\u00eb memorje, dhe lidhja nd\u00ebrmjet t\u00eb dh\u00ebnave realizohet nga mekanizmi i brendsh\u00ebm i platform\u00ebs. Kur zgjidhni vlera, nuk ka n\u00ebn-k\u00ebrkesa t\u00eb brendshme, si n\u00eb bazat tradicionale t\u00eb t\u00eb dh\u00ebnave. T\u00eb dh\u00ebnat jepen pothuajse menj\u00ebher\u00eb p\u00ebr shkak t\u00eb vlerave dhe lidhjeve t\u00eb indeksuara paraprakisht. <\/p>\n

E v\u00ebrteta \u00ebsht\u00eb se n\u00eb praktik\u00eb kjo \u00e7on n\u00eb krijimin e lidhjeve automatike midis tabelave, kur emrat e fushave jan\u00eb t\u00eb nj\u00ebjt\u00eb. P\u00ebr shembull, nuk mund t\u00eb kesh tabela t\u00eb ndryshme pa lidhje, t\u00eb cilat kan\u00eb nj\u00eb fush\u00eb t\u00eb nj\u00ebjt\u00eb. Duhet t\u00eb m\u00ebsohesh me k\u00ebt\u00eb. Duhet ose t\u00eb rishkruash emrat e kolonave dhe t\u00eb kujdesesh q\u00eb emrat t\u00eb mos bien dakord, ose t\u00eb bashkosh t\u00eb gjitha tabelat e fakteve n\u00eb nj\u00eb dhe t'i rrethosh ato me referencat si nj\u00eb \"yll\". Ndoshta p\u00ebr fillestar\u00ebt \u00ebsht\u00eb e leht\u00eb, nd\u00ebrsa 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. Editor 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, l\u00eb n\u00eb m\u00ebnyr\u00eb t\u00eb ndryshme tabelat e fakteve dhe referencave, mund t\u00eb lidh\u00ebsh manualisht tabelat n\u00eb m\u00ebnyr\u00ebn tradicionale, dometh\u00ebn\u00eb, duke i p\u00ebrputhur kolonat 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 leht\u00eb dhe miq\u00ebsore, e cila do t'i lejoj\u00eb analist\u00ebt t\u00eb studiojn\u00eb t\u00eb dh\u00ebnat e tyre vet\u00eb. Po, n\u00eb kompanin\u00eb ton\u00eb kishte analist\u00eb q\u00eb pa p\u00ebrvoj\u00eb n\u00eb IT mund t\u00eb b\u00ebnin raportet e tyre. Por do ta ulin vler\u00ebsimin e Tableau p\u00ebr disa arsye:
\n \u2014 Lokalizim i dob\u00ebt me gjuh\u00ebn ruse
\n \u2014 Serverat e Tableau Online nuk ndodhen n\u00eb RF
\n \u2014 Nj\u00eb nd\u00ebrtues i thjesht\u00eb ngarkimi fillon t\u00eb shkaktoj\u00eb probleme kur duhet t\u00eb nd\u00ebrtohet nj\u00eb model t\u00eb dh\u00ebnash mjaft t\u00eb komplikuar.
\n\"Dallimet
\nFigura 4. Nd\u00ebrtuesi i ngarkimit t\u00eb t\u00eb dh\u00ebnave Tableau<\/i> <\/p>\n

Nj\u00eb nga pyetjet q\u00eb i b\u00ebjm\u00eb gjat\u00eb intervistave p\u00ebr analist\u00ebt e Tableau \u00ebsht\u00eb: \"Si t\u00eb nd\u00ebrtojm\u00eb nj\u00eb model tabelash faktike me tabela reference, pa i bashkuar t\u00eb gjitha n\u00eb nj\u00eb tabel\u00eb t\u00eb vetme?!\" Data Blending k\u00ebrkon p\u00ebrdorim t\u00eb menduar. Kam korrigjuar shum\u00eb her\u00eb gabimet e rregullimit t\u00eb t\u00eb dh\u00ebnave nga analist\u00ebt e mi pas k\u00ebtyre bashkimeve. <\/p>\n

P\u00ebrve\u00e7 k\u00ebsaj, Tableau ka nj\u00eb sistem t\u00eb ve\u00e7ant\u00eb, ku \u00e7do grafik krijohet n\u00eb nj\u00eb flet\u00eb t\u00eb ve\u00e7ant\u00eb dhe pastaj krijohet nj\u00eb Dashboard, ku filloni t\u00eb vendosni flet\u00ebt e krijuara. M\u00eb pas mund t\u00eb krijoni nj\u00eb Story, q\u00eb \u00ebsht\u00eb nj\u00eb kombinim i ndrysh\u00ebm i Dashboard-eve. Zhvillimi n\u00eb Qlik dhe Power BI n\u00eb k\u00ebt\u00eb aspekt \u00ebsht\u00eb m\u00eb i leht\u00eb, sepse menj\u00ebher\u00eb vendosni shablone grafik\u00ebsh n\u00eb flet\u00eb, caktoni masa dhe p\u00ebrmasa dhe Dashboard \u00ebsht\u00eb gati. \u00c7mimi i pun\u00ebs p\u00ebr p\u00ebrgatitje n\u00eb Tableau m\u00eb duket se rritet p\u00ebr shkak t\u00eb k\u00ebsaj.<\/p>\n

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

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion nuk ka nj\u00eb udh\u00ebheq\u00ebs t\u00eb qart\u00eb, por ne do t\u00eb ve\u00e7ojm\u00eb Qlik p\u00ebr disa ve\u00e7ori t\u00eb k\u00ebndshme. <\/p>\n

Tableau n\u00eb versionin e saj falas \u00ebsht\u00eb e kufizuar n\u00eb burime, por n\u00eb artikujt tan\u00eb orientoheni m\u00eb shum\u00eb n\u00eb biznes dhe biznesi mund t\u00eb lejoj\u00eb produkte komerciale dhe analist\u00eb. Prandaj, ne nuk e kemi ulur vler\u00ebsimin e Tableau n\u00eb k\u00ebt\u00eb paramet\u00ebr.
\n\"Dallimet
\nFigur\u00eb 5. Lista e burimeve t\u00eb mundshme t\u00eb Tableau <\/i> <\/p>\n

P\u00ebrve\u00e7 k\u00ebsaj, lista e burimeve n\u00eb \u00e7do vend impresionuese \u2014 t\u00eb gjitha skedar\u00ebt tabelar\u00eb, t\u00eb gjitha bazat e t\u00eb dh\u00ebnave standarde, lidhjet n\u00eb internet, gjith\u00e7ka funksionon. Nuk kam hasur n\u00eb depo t\u00eb t\u00eb dh\u00ebnash jo standarde, 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. P\u00ebrjashtim, ndoshta vet\u00ebm 1C. Nuk ka lidhje direkte me 1C. <\/p>\n

Partner\u00ebt e Qlik n\u00eb Rusi shesin lidh\u00ebs t\u00eb tyne p\u00ebr 100 000 \u2014 200 000 rubla, por n\u00eb shumic\u00ebn e rasteve \u00ebsht\u00eb m\u00eb e lir\u00eb ta b\u00ebni nj\u00eb eksport nga 1C n\u00eb FTP n\u00eb Excel ose n\u00eb nj\u00eb baz\u00eb t\u00eb dh\u00ebnash SQL. Ose mund t\u00eb publikoni baz\u00ebn 1C n\u00eb internet dhe t\u00eb lidheni me t\u00eb p\u00ebrmes protokollit Odata. <\/p>\n

PowerBI dhe Tableau e b\u00ebjn\u00eb k\u00ebt\u00eb standardisht, nd\u00ebrsa Qlik do t\u00eb k\u00ebrkoj\u00eb nj\u00eb lidh\u00ebs me pages\u00eb, k\u00ebshtu q\u00eb k\u00ebtu gjithashtu \u00ebsht\u00eb m\u00eb e leht\u00eb t\u00eb eksportohet n\u00eb nj\u00eb baz\u00eb t\u00eb dh\u00ebnash nd\u00ebrmjet\u00ebse. N\u00eb \u00e7do rast, t\u00eb gjitha pyetjet p\u00ebr lidhjet mund t\u00eb zgjidhen.
\n\"Dallimet
\nFigur\u00eb 6. Lista e burimeve t\u00eb mundshme t\u00eb Qlik Sense <\/i> <\/p>\n

Shtohet gjithashtu se Qlik ofron si lidh\u00ebs falas ashtu edhe t\u00eb paguar si produkt t\u00eb ve\u00e7ant\u00eb.
\n \"Dallimet
\nFigur\u00eb 7. Lidh\u00ebsit shtes\u00eb t\u00eb Qlik Sense<\/i> <\/p>\n

Nga p\u00ebrvoja, do t\u00eb shtoja se kur kemi sasi t\u00eb m\u00ebdha t\u00eb t\u00eb dh\u00ebnave ose shum\u00eb burime, nuk \u00ebsht\u00eb gjithmon\u00eb e arsyeshme t\u00eb lidhen menj\u00ebher\u00eb me sistemin BI. N\u00eb projekte serioze zakonisht p\u00ebrdoren depo t\u00eb dh\u00ebnash, nj\u00eb baz\u00eb t\u00eb dh\u00ebnash me t\u00eb dh\u00ebn\u00eb t\u00eb p\u00ebrgatitura p\u00ebr analiz\u00eb etj. Nuk mund t\u00eb marrim dhe t\u00eb eksportojm\u00eb, p\u00ebr shembull, 1 miliard regjistrimesh n\u00eb sistemin BI. K\u00ebtu duhet t\u00eb mendojm\u00eb 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\u00eblqen shum\u00eb 3 gj\u00ebra:
\n \u2014 Skedar\u00ebt QVD<\/b>
\nFormati i tij i ruajtjes s\u00eb t\u00eb dh\u00ebnave. Ndonj\u00ebher\u00eb mund t\u00eb nd\u00ebrtohen projekte t\u00eb r\u00ebnd\u00ebsishme komerciale vet\u00ebm mbi skedar\u00ebt QVD. P\u00ebr shembull, niveli i par\u00eb \u2014 t\u00eb dh\u00ebnat e pap\u00ebrpunuara. Niveli i dyt\u00eb \u2014 skedar\u00ebt e p\u00ebrpunuar. Niveli i tret\u00eb \u2014 t\u00eb dh\u00ebnat e agreguara etj. K\u00ebta skedar\u00eb mund t\u00eb p\u00ebrdoren n\u00eb aplikacione t\u00eb ndryshme, p\u00ebr to mund t\u00eb p\u00ebrgjigjen punonj\u00ebs dhe sh\u00ebrbime t\u00eb ndryshme. Shpejt\u00ebsia e ngarkes\u00ebs 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 t\u00eb kursejm\u00eb n\u00eb baz\u00ebn e t\u00eb dh\u00ebnave dhe t\u00eb shk\u00ebmbejm\u00eb informacion 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 fleksibilitet si n\u00eb Qlik. N\u00eb Qlik mbi skedar\u00ebt QVD mund t\u00eb krijoni snapshot-e t\u00eb sistemeve n\u00eb koh\u00eb t\u00eb ndryshme dhe pastaj t'i p\u00ebrpunoni k\u00ebto t\u00eb dh\u00ebna si\u00e7 d\u00ebshironi.<\/p>\n

\u2014 Lidhja e skenar\u00ebve t\u00eb jasht\u00ebm<\/b>
\nP\u00ebrve\u00e7 skedar\u00ebve QVD p\u00ebr ruajtjen e t\u00eb dh\u00ebnave, n\u00eb Qlik, kodi i skenarit gjithashtu mund t\u00eb nxirret jasht\u00eb aplikacionit dhe t\u00eb lidhet me komand\u00ebn Include. Kjo tashm\u00eb lejon t\u00eb organizoni pun\u00ebn e ekipit, t\u00eb p\u00ebrdorni sisteme kontrolli versioni, t\u00eb menaxhoni nj\u00eb kod 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 nj\u00eb pun\u00eb t\u00eb till\u00eb ekipore nuk arrit\u00ebm ta konfigurojm\u00eb si n\u00eb Qlik. N\u00eb fakt, t\u00eb gjith\u00eb BI kan\u00eb probleme me k\u00ebt\u00eb, t\u00eb menaxhosh nj\u00ebkoh\u00ebsisht 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. M\u00eb shum\u00eb se kaq, ajo q\u00eb arrit\u00ebm t\u00eb b\u00ebnim ishte t\u00eb nxirrnim skedar\u00ebt QVD dhe kodin e skenar\u00ebve. Element\u00ebt vizual duhet t\u00eb redaktohen brenda raporteve t\u00eb vet, gj\u00eb q\u00eb nuk na lejon t\u00eb ndryshojm\u00eb masivisht vizualizimet p\u00ebr t\u00eb gjith\u00eb klient\u00ebt nj\u00ebkoh\u00ebsisht. <\/p>\n

Por si e mekanizmi i Live lidhjes? Tableau dhe Power BI mb\u00ebshtesin lidhjen LIVE me nj\u00eb s\u00ebr\u00eb burimesh, ndryshe nga Qlik. Ne i qasemi k\u00ebsaj ve\u00e7orie mjaft indiferent, sepse praktika tregon se kur b\u00ebhet fjal\u00eb p\u00ebr t\u00eb dh\u00ebna t\u00eb m\u00ebdha, puna me lidhjen LIVE b\u00ebhet thjesht e pamundur. Dhe BI n\u00eb shumic\u00ebn e rasteve ka nevoj\u00eb p\u00ebr t\u00eb dh\u00ebna t\u00eb m\u00ebdha. <\/p>\n

3. Pastrimi i t\u00eb dh\u00ebnave, ETL (Ekstraktimi, Transformimi, Ngarkimi)<\/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 komplikuar. N\u00ebse e kuptoni gjuh\u00ebn e tyre t\u00eb ngjashme me SQL, do t\u00eb mund t\u00eb b\u00ebni thuajse gjith\u00e7ka \u2014 tabela virtuale, lidhje dhe bashkimin e tabelave, t\u00eb kaloni p\u00ebrmes tabel\u00ebs dhe t\u00eb krijoni tabela t\u00eb reja, shum\u00eb komanda p\u00ebr p\u00ebrpunimin e rreshtave. P\u00ebr shembull, nj\u00eb fush\u00eb n\u00eb 1 qeliz\u00eb, q\u00eb \u00ebsht\u00eb plot me t\u00eb dh\u00ebna si \u201cIvanov 851 Beli\u201d, mund t\u00eb ndaj\u00eb n\u00eb flak\u00eb jo vet\u00ebm n\u00eb 3 kolona (si\u00e7 din\u00eb t\u00eb b\u00ebjn\u00eb t\u00eb gjith\u00eb), por edhe menj\u00ebher\u00eb dhe n\u00eb 3 rreshta, p\u00ebr shembull. E nj\u00ebjta gj\u00eb mund t\u00eb b\u00ebhet leht\u00eb duke bashkuar 3 rreshta n\u00eb 1 n\u00eb flak\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 p\u00ebrmes nd\u00ebrtuesit t\u00eb k\u00ebrkesave. Vendosni nj\u00eb s\u00ebr\u00eb parametrash, transpononi tabel\u00ebn, punoni me t\u00eb dh\u00ebnat, dhe gjith\u00e7ka pa asnj\u00eb rresht kodi.
\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

M\u00eb duket se Tableau ka nj\u00eb ideologji tjet\u00ebr. Ata ndihen m\u00eb shum\u00eb p\u00ebr bukurin\u00eb dhe dizajnin. T\u00eb lidh\u00ebsh nj\u00eb mori burimesh t\u00eb ndryshme, t'i bashkosh ato t\u00eb gjitha dhe t'i p\u00ebrpunosh brenda Tableau duket mjaft e v\u00ebshtir\u00eb. N\u00eb projektet tregtare, n\u00eb shumic\u00ebn e rasteve, t\u00eb dh\u00ebnat p\u00ebr Tableau p\u00ebrgatiten dhe akumulojn\u00eb tashm\u00eb n\u00eb depo dhe baza t\u00eb dh\u00ebnash.
\n \"Dallimet
\nFigura 11. Si t\u00eb ngarkoni dhe t\u00eb transpononi nj\u00eb tabel\u00eb n\u00eb Tableau<\/i><\/p>\n

4. Visualizimet<\/h2>\n

\n\"Dallimet
\n
\nN\u00eb k\u00ebt\u00eb seksion nuk kemi vendosur nj\u00eb lider. Ne do t\u00eb kemi nj\u00eb artikull t\u00eb ve\u00e7ant\u00eb, ku n\u00eb shembullin e nj\u00eb rasti do t\u00eb tregojm\u00eb t\u00eb nj\u00ebjtin raport n\u00eb t\u00eb 3 sistemet. (Artikulli \u201eAnalitika e vajzave me p\u00ebrgjegj\u00ebsi t\u00eb ul\u00ebt\u201c)<\/a><\/noindex>K\u00ebtu \u00ebsht\u00eb m\u00eb shum\u00eb \u00e7\u00ebshtje shijesh dhe aft\u00ebsish analitike. N\u00eb hap\u00ebsirat e internetit mund t\u00eb gjeni imazhe shum\u00eb t\u00eb bukura, t\u00eb nd\u00ebrtuara mbi baz\u00ebn e ndonj\u00eb nga k\u00ebto sisteme. Mund\u00ebsit\u00eb baz\u00eb t\u00eb vizualizimeve jan\u00eb m\u00eb shum\u00eb-m\u00eb pak t\u00eb nj\u00ebjta p\u00ebr t\u00eb gjith\u00eb. E gjith\u00eb kjo zgjidhet p\u00ebrmes p\u00ebrdorimit t\u00eb zgjerimeve. Ka t\u00eb paguara, falas. Ka zgjerime nga vet\u00eb ofruesit, si dhe nga freelancer\u00ebt dhe integrator\u00ebt. Ju mund t\u00eb shkruani vet\u00eb nj\u00eb zgjerim vizualizimi p\u00ebr \u00e7do platform\u00eb. <\/p>\n

M\u00eb p\u00eblqen stili i Tableau, e konsideroj at\u00eb t\u00eb rrept\u00eb dhe korporativ. Por t\u00eb arrish nj\u00eb imazh v\u00ebrtet t\u00eb bukur n\u00eb Tableau \u00ebsht\u00eb e v\u00ebshtir\u00eb. Nj\u00eb shembull i shk\u00eblqyer i vizualizimit n\u00eb Tableau, ku jan\u00eb p\u00ebrdorur vet\u00ebm zgjerime. Nuk do t\u00eb mund ta rikrijoj k\u00ebshtu, pasi nuk kam k\u00ebto zgjerime, por duket bukur.
\n\"Dallimet
\nFigura 12. Pamja e raporteve Tableau me zgjerime<\/i> <\/p>\n

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

E vetmja gj\u00eb q\u00eb nuk e kuptoj n\u00eb Power BI \u00ebsht\u00eb pse ata 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 korporative dhe \u00e7uditem me ngjyrat standarde. <\/p>\n

Qlik Sense gjithashtu varet nga zgjerimet. P\u00ebrdorimi i shtesave mund t\u00eb ndryshoj\u00eb raportet deri n\u00eb pamje t\u00eb pa njohura. Gjithashtu mund t\u00eb aplikoni tem\u00ebn dhe dizajnin tuaj.
\n\"Dallimet
\nFigura 14. Pamja e raporteve Qlik Sense me zgjerime<\/i> <\/p>\n

Nga pik\u00ebpamja e zhvilluesit, m\u00eb duket m\u00eb e leht\u00eb Qlik Sense p\u00ebr shkak t\u00eb opsioneve standarde si p\u00ebrmasat dhe masat alternative. N\u00eb cil\u00ebsimet e vizualizimit mund t\u00eb p\u00ebrcaktoni disa p\u00ebrmasa dhe masa, dhe p\u00ebrdoruesi mund leht\u00ebsisht t\u00eb p\u00ebrcaktoj\u00eb \u00e7far\u00eb d\u00ebshiron t\u00eb shoh\u00eb n\u00eb nj\u00eb grafik t\u00eb caktuar. <\/p>\n

N\u00eb Power BI dhe Tableau duhet t\u00eb konfiguroj parametrat, butonat, t\u00eb programoj sjelljen e sistemit n\u00eb var\u00ebsi t\u00eb k\u00ebtyre parametrave. \u00c7uditem pse \u00ebsht\u00eb kaq e nd\u00ebrlikuar. E nj\u00ebjta gj\u00eb me mund\u00ebsin\u00eb p\u00ebr t\u00eb ndryshuar pamjen e vizualizimeve. <\/p>\n

N\u00eb Qlik mund t\u00eb fshehni lloje t\u00eb ndryshme vizualizimesh n\u00eb nj\u00eb objekt, nd\u00ebrsa n\u00eb Power BI dhe Tableau \u00ebsht\u00eb m\u00eb e komplikuar. P\u00ebrs\u00ebri, k\u00ebtu varet m\u00eb shum\u00eb nga mjeshtria e ekzekutuesit. Mund t\u00eb b\u00ebsh nj\u00eb kryevep\u00ebr n\u00eb \u00e7do sistem, por pa eksperienc\u00eb, n\u00eb \u00e7do vend do t\u00eb p\u00ebrfundojn\u00eb grafik\u00eb t\u00eb pa shprehura. <\/p>\n

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

\n\"Dallimet
\n
\nT\u00eb gjitha produktet kan\u00eb versione korporative server\u00ebsh. Kam punuar me t\u00eb gjitha edicionet dhe mund t\u00eb them se t\u00eb gjitha kan\u00eb pika t\u00eb forta dhe t\u00eb dob\u00ebta. Zgjedhja e produktit duhet t\u00eb bazohet n\u00eb k\u00ebrkesat tuaja p\u00ebr softuer duke marr\u00eb parasysh nuancat e tyre. T\u00eb gjith\u00eb ofruesit lejojn\u00eb ndarjen e privilegjeve si n\u00eb nivelin e llogarive dhe grupeve, ashtu edhe n\u00eb nivelin e Siguris\u00eb s\u00eb Rreshtit t\u00eb t\u00eb Dh\u00ebnave. Disponohet p\u00ebrdit\u00ebsim automatik i raporteve sipas nj\u00eb skeduli. <\/p>\n

Qlik Sense Enterprise ofron nj\u00eb mund\u00ebsi t\u00eb shk\u00eblqyer p\u00ebr t\u00eb nd\u00ebrtuar analiz\u00ebn brenda organizat\u00ebs tuaj p\u00ebr bizneset e mesme. Kjo mund t\u00eb duket m\u00eb e shtrenjt\u00eb se Power BI Pro, por nuk duhet t\u00eb harrojm\u00eb se server\u00ebt e Power BI Pro ndodhen n\u00eb cloud n\u00eb territorin e Microsoft dhe nuk mund t\u00eb ndikoni n\u00eb performanc\u00ebn, nd\u00ebrsa kur t\u00eb nevojitet Power BI Premium, q\u00eb mund t\u00eb instalohet 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 (paga p\u00ebr nj\u00eb vit, m\u00eb pas 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\u00eb lejoj\u00eb p\u00ebrdorimin e t\u00eb gjitha mund\u00ebsive t\u00eb Qlik. Ndoshta p\u00ebrve\u00e7 nj\u00eb prej tyre. P\u00ebr nj\u00eb arsye, Qlik mendoi se funksioni p\u00ebr t\u00eb d\u00ebrguar raporte n\u00eb PDF p\u00ebrmes email-it duhet 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 k\u00ebshtu mund t\u00eb b\u00ebjm\u00eb k\u00ebt\u00eb krahasim. <\/p>\n

Qlik Sense Enterprise = Power BI Premium, duke ofruar mund\u00ebsi t\u00eb barabarta \u00ebsht\u00eb m\u00eb i lir\u00eb p\u00ebr implementime t\u00eb mesme. Nj\u00eb implementim i madh zakonisht llogaritet nga ana e ofruesit, aty ata mund t\u00eb ofrojn\u00eb kushte individuale p\u00ebr kompanin\u00eb tuaj. <\/p>\n

N\u00eb k\u00ebt\u00eb drejtim, ne do t\u00eb japim p\u00ebrpar\u00ebsi Qlik Sense Enterprise, ku ka t\u00eb gjitha mund\u00ebsit\u00eb p\u00ebr t\u00eb nd\u00ebrtuar nj\u00eb analiz\u00eb serioze mbi t\u00eb dh\u00ebna t\u00eb m\u00ebdha. N\u00eb mendimin ton\u00eb, n\u00eb masat e m\u00ebdha, Qlik do t\u00eb funksionoj\u00eb m\u00eb shpejt se Power BI, n\u00eb konferencat e Qlik ishin klient\u00eb q\u00eb fillimisht testuan t\u00eb dh\u00ebnat e tyre n\u00eb 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 e shtrenjt\u00eb* dhe aty ka nj\u00eb kufizim t\u00eb konsideruesh\u00ebm q\u00eb na ndalon ta p\u00ebrdorim k\u00ebt\u00eb platform\u00eb. Nuk mund t\u00eb p\u00ebrdoren Zgjatje, madje as ato t\u00eb nd\u00ebrtuara brenda. Pa zgjatje, 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 n\u00ebp\u00ebrmjet nj\u00eb abonimi. Por q\u00eb ky artikull t\u00eb mos perceptohet si reklam\u00eb, ne nuk do t\u00eb disktojm\u00eb \u00e7mimet tona. <\/p><\/blockquote>\n

Tableau \u00ebsht\u00eb paksa jasht\u00eb fokusit ton\u00eb. Ata kan\u00eb si abone n\u00eb cloud p\u00ebr 70$ p\u00ebr zhvilluesin dhe 15$ p\u00ebr shikuesin, ashtu edhe zgjidhje serveri t\u00eb shtrenjta. Por ideja kryesore e Tableau \u00ebsht\u00eb q\u00eb p\u00ebr t\u00eb dh\u00ebnat e m\u00ebdha, procesimin dhe ruajtjen e t\u00eb dh\u00ebnave duhet ta organizosh nga anash. Objektivisht, funksionaliteti m\u00eb i ul\u00ebt nuk lejon nj\u00eb procesim t\u00eb r\u00ebnd\u00ebsish\u00ebm t\u00eb t\u00eb dh\u00ebnave n\u00eb Tableau. Mund t\u00eb vizualizosh dhe analizosh, po. Por p\u00ebr bizneset e vogla dhe t\u00eb mesme, zakonisht krijimi i nj\u00eb depoje t\u00eb ve\u00e7ant\u00eb \u00ebsht\u00eb problematik. Un\u00eb do ta vler\u00ebsoja m\u00eb ul\u00ebt Tableau-n, n\u00ebse nuk do t\u00eb ishte p\u00ebr at\u00eb tipin e tyre t\u00eb ve\u00e7ant\u00eb. Serveri Tableau d\u00ebrgon me leht\u00ebsi email-e me datat sipas nj\u00eb orari, me bashk\u00eblidhje n\u00eb formatet CSV ose PDF. P\u00ebr m\u00eb tep\u00ebr, \u00ebsht\u00eb e mundur t\u00eb krijosh ndarjen e t\u00eb drejtave, filtrat automatik dhe m\u00eb shum\u00eb. Power BI dhe Qlik p\u00ebr ndonj\u00eb arsye nuk e b\u00ebjn\u00eb k\u00ebt\u00eb, dhe p\u00ebr dik\u00eb mund t\u00eb jet\u00eb thelb\u00ebsore. Fal\u00eb k\u00ebsaj, Tableau mban nj\u00eb pozicion n\u00eb konfliktin ton\u00eb. <\/p>\n

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

Po ashtu, n\u00eb mjedisin e korporatave, duhet t\u00eb mendosh p\u00ebr koston e implementimeve dhe mir\u00ebmbajtjes. N\u00eb Rusi, \u00ebsht\u00eb krijuar praktika q\u00eb Power BI \u00ebsht\u00eb m\u00eb i p\u00ebrhapur n\u00eb bizneset e vogla. Kjo ka \u00e7uar n\u00eb shfaqjen e nj\u00eb numri t\u00eb madh vendesh t\u00eb pun\u00ebs dhe CV-ve, si dhe n\u00eb shfaqjen e integrator\u00ebve t\u00eb vegj\u00ebl. Kjo do t\u00eb leht\u00ebsoj\u00eb gjetjen e specialist\u00ebve p\u00ebr nj\u00eb projekt t\u00eb vog\u00ebl. Por ka t\u00eb ngjar\u00eb q\u00eb shumica e tyre t\u00eb mos ken\u00eb p\u00ebrvoj\u00eb n\u00eb implementime t\u00eb m\u00ebdha dhe pun\u00eb me t\u00eb dh\u00ebna t\u00eb m\u00ebdha. Qlik dhe Tableau jan\u00eb p\u00ebrkundrazi. Partner\u00ebt e Qlik jan\u00eb pak, nd\u00ebrsa ata t\u00eb Tableau jan\u00eb akoma m\u00eb t\u00eb pak\u00ebt. K\u00ebta partner\u00eb specializohen n\u00eb implementime t\u00eb m\u00ebdha me nj\u00eb mesatare t\u00eb lart\u00eb \u00e7mimi. Ka pak vende pune dhe CV n\u00eb treg p\u00ebr k\u00ebto produkte, dhe hyrja n\u00eb k\u00ebto produkte \u00ebsht\u00eb m\u00eb e komplikuar se sa 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 rezultat t\u00eb mir\u00eb me t\u00eb dh\u00ebna t\u00eb m\u00ebdha. Duhet thjesht t\u00eb kuptosh dob\u00ebsit\u00eb dhe fuqit\u00eb e produkteve n\u00eb p\u00ebrputhje me biznesin t\u00ebnd. <\/p>\n

6. Mb\u00ebshtetje p\u00ebr pajisje 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 t\u00eb m\u00f3vil dhe ato do t\u00eb duken mjaft mir\u00eb n\u00eb ekranet e pajisjeve mobile. Megjithat\u00eb, na duket se analitika n\u00eb pajisje mobile \u00ebsht\u00eb m\u00eb e dob\u00ebt se ajo n\u00eb PC. Sidoqoft\u00eb, nuk \u00ebsht\u00eb aq e leht\u00eb t\u00eb p\u00ebrdorni filtrat, imazhet jan\u00eb t\u00eb vogla, numrat duken keq etj. <\/p>\n

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

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

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

Pse u ul\u00ebn pik\u00ebt p\u00ebr Qlik? P\u00ebr arsye q\u00eb nuk na jan\u00eb t\u00eb qarta, klienti mobil \u00ebsht\u00eb t\u00ebr\u00ebsisht i disponuesh\u00ebm vet\u00ebm n\u00eb iPhone, nd\u00ebrsa n\u00eb Android duhet t\u00eb p\u00ebrdorni shfletuesin e zakonsh\u00ebm. P\u00ebr m\u00eb tep\u00ebr, kur p\u00ebrdorni Qlik, duhen t\u00eb kuptoni q\u00eb disa Extension ose vizualizime nuk zvog\u00eblohen ose vendosen automatikisht n\u00eb pajisjet mobile si\u00e7 pritet. Nj\u00eb raport q\u00eb duken shum\u00eb mir\u00eb n\u00eb PC, n\u00eb nj\u00eb ekran t\u00eb vog\u00ebl duket shum\u00eb m\u00eb keq. Duhet t\u00eb p\u00ebrgatitni nj\u00eb raport t\u00eb ve\u00e7ant\u00eb p\u00ebr pajisjet mobile, ku largoni filtrat, KPI-t\u00eb dhe nj\u00eb s\u00ebr\u00eb objektesh t\u00eb tjera. Kjo vlen edhe p\u00ebr Power BI apo Tableau, por n\u00eb Qlik shfaqet sidomos fort. <\/p>\n

N\u00ebse planifikoni t\u00eb kaloni shum\u00eb koh\u00eb duke kryer analitik\u00eb pik\u00ebrisht nga pajisjet mobile, ka kuptim t\u00eb instaloni t\u00eb tre klient\u00ebt dhe t\u00eb kontrolloni shfaqjen e tyre n\u00eb raportet testuese. \u00c7do ofrues ka n\u00eb faqen e tij nj\u00eb galeri raportesh testuese p\u00ebr t'u njohur. <\/p>\n

7. Analitika e integruar (Embedded) n\u00eb aplikacione\/faqe t\u00eb tjera<\/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 t\u00eb gatsh\u00ebm t\u00eb merreni me zhvillimin e vizualizimit dhe motorit t\u00eb analitik\u00ebs nga e para. Ndoshta d\u00ebshironi t\u00eb vendosni 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 analizon brenda llogaris\u00eb personale. P\u00ebr k\u00ebt\u00eb ju nevojitet analitika e integruar (Embedded).
\nT\u00eb gjith\u00eb produktet e lejojn\u00eb k\u00ebt\u00eb, por n\u00eb k\u00ebt\u00eb kategori ne do t\u00eb theksojm\u00eb Qlik. <\/p>\n

Power Bi dhe Tableau qart\u00eb thon\u00eb q\u00eb p\u00ebr k\u00ebto q\u00ebllime duhet t\u00eb blini nj\u00eb produkt t\u00eb ve\u00e7ant\u00eb Tableau Embedded Analytics ose Power BI Embedded. K\u00ebto zgjidhje nuk jan\u00eb t\u00eb lira, p\u00ebr mij\u00ebra dollar\u00eb n\u00eb muaj, gj\u00eb q\u00eb menj\u00ebher\u00eb kufizon p\u00ebrdorimin e tyre. Shumica e projekteve b\u00ebhen menj\u00ebher\u00eb t\u00eb pap\u00ebrballueshme p\u00ebr klient\u00ebt tan\u00eb. Kjo do t\u00eb thot\u00eb se ju duhet jo vet\u00ebm t\u00eb publikoni nj\u00eb raport n\u00eb t\u00eb gjith\u00eb internetin, por t\u00eb siguroheni q\u00eb publikon raportet sipas aksesit t\u00eb caktuar, me mbrojtje t\u00eb t\u00eb dh\u00ebnave, autorizimin e p\u00ebrdoruesve etj. <\/p>\n

Qlik do t'ju lejoj\u00eb t\u00eb kaloni. 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 konkurrent\u00ebt Tableau dhe Power BI. Dhe n\u00eb rastin e lidhjeve t\u00eb pakufizuara, opsionet jan\u00eb t\u00eb kufizuara. <\/p>\n

Por n\u00eb Qlik ka nj\u00eb koncept t\u00eb till\u00eb si Mashup. Supozoni se keni Qlik Sense Enterprise dhe 10 licenca. Analitika standarde, pamja, gjith\u00e7ka tashm\u00eb \u00ebsht\u00eb lodhur. Ju ngrini nj\u00eb faqe t\u00eb vet\u00ebn ose nj\u00eb aplikacion, dhe mund t\u00eb integroheni t\u00ebr\u00eb analitik\u00ebn tuaj aty. Shtesa \u00ebsht\u00eb se, n\u00eb m\u00ebnyr\u00eb t\u00eb thjesht\u00eb, Mashup \u00ebsht\u00eb vizualizimi n\u00eb kodin programor. Duke p\u00ebrdorur API-n\u00eb, mund t\u00eb caktoni programatikisht krijimin e vizualizimit brenda aplikacionit tuaj ose faqeve. Qlik Sense Enterprise ju nevojitet akoma p\u00ebr licencimin (licencat p\u00ebr lidhje n\u00eb faqen = licencat p\u00ebr lidhje n\u00eb 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. Mund t\u00eb p\u00ebrdorni stilin CSS, t\u00eb caktoni fonte t\u00eb reja, ngjyra. Tani 10 p\u00ebrdoruesit tuaj nuk do t\u00eb hyjn\u00eb n\u00eb serverin e analitik\u00ebs, por do t\u00eb p\u00ebrdorin portalin tuaj korporativ ose aplikacionin. Analitika do t\u00eb arrij\u00eb nj\u00eb nivel t\u00eb ri. <\/p>\n

\"Dallimet
\nFigur\u00eb 21. Pamja e raportit Qlik Sense t\u00eb integruar n\u00eb nj\u00eb website<\/i><\/p>\n

Do t\u00eb jet\u00eb e v\u00ebshtir\u00eb t\u00eb kuptohet se ku fillojn\u00eb element\u00ebt e faqes dhe ku fillon Qlik Sense.
\nSigurisht, do t'ju nevojitet nj\u00eb programues, madje ndoshta disa. Nj\u00eb p\u00ebr programimin e web-it, nj\u00eb p\u00ebr pun\u00ebn me API-n\u00eb e Qlik. Por rezultati ia vlen. <\/p>\n

P\u00ebrfundimet. T\u00eb b\u00ebjm\u00eb nj\u00eb pasqyr\u00eb. <\/h2>\n

\n\"Dallimet
\n
\n\u00cbsht\u00eb e v\u00ebshtir\u00eb t\u00eb thuash me siguri kush \u00ebsht\u00eb m\u00eb mir\u00eb e kush m\u00eb keq. Power BI dhe Qlik jan\u00eb n\u00eb nj\u00eb nivel t\u00eb ngjash\u00ebm n\u00eb gar\u00ebn ton\u00eb, nd\u00ebrsa Tableau \u00ebsht\u00eb paksa m\u00eb pas. 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 dhjetra raporte demo dhe imazhe n\u00eb internet p\u00ebr t\u00eb gjitha sistemet BI dhe nuk ju p\u00eblqen si duket nj\u00eb nga platformat, \u00ebsht\u00eb e mundur q\u00eb nuk do ta implementoni at\u00eb, edhe n\u00ebse \u00e7mimi ose karakteristikat teknike ju p\u00ebrshtaten. <\/p>\n

M\u00eb pas, do ju nevojitet patjet\u00ebr t\u00eb llogaritni kostot e licencave, implementimit dhe mb\u00ebshtetjes p\u00ebr platform\u00ebn BI. Ndoshta n\u00eb rastin tuaj do t\u00eb del nj\u00eb lider. Ka r\u00ebnd\u00ebsi t\u00eb madhe ndihmuesi ose mund\u00ebsia p\u00ebr t\u00eb pun\u00ebsuar nj\u00eb specialist t\u00eb p\u00ebrshtatsh\u00ebm. Pa profesionist\u00eb, \u00e7do platform\u00eb do t\u00eb ket\u00eb rezultate t\u00eb pak\u00ebnaqshme. <\/p>\n

Ju urojm\u00eb BI-integracione t\u00eb suksesshme, Andrei 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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