Ingabe ufuna indlela esheshayo nelula yokwenza nokubona imibuzo ngeso lengqondo? Ungabheki kude kunalezi ziphehli zemibuzo ezibukwayo eziyishumi ezivelele.
Lawa mathuluzi akhule ekudumeni emikhakheni yokuhlaziya idatha kanye nobuhlakani bebhizinisi ngoba akwenza ukwazi ukusebenzisa amandla edatha ngaphandle kwesidingo sokubhala amakhodi okubanzi noma amakhono e-SQL.
Laba bakhi bemibuzo ebonakalayo bahlinzeka ngomuzwa ongenazihibe ngezixhumi ezibonakalayo zokudonsa nokuwisa, okukuvumela ukuthi uguqule futhi uhlaziye idatha kalula.
Laba bakhi bemibuzo abayi-10 abakhulu kakhulu bazoshintsha indlela osebenzisana ngayo nedatha yakho, benze imibuzo eyinkimbinkimbi kanye nokubona ngamehlo engqondo kube ngokushesha, noma ngabe ungumhlaziyi wedatha noma uchwepheshe ofuna imininingwane.
Ake sibheke leli qoqo elibanzi lamathuluzi asezingeni eliphezulu futhi sibone ukuthi yimaphi amathuba eliwanikezayo.
Okokuqala, ake sibheke ukuthi kungani sidinga laba bakhi bemibuzo ebonakalayo.
Ukwenza Idatha Ifinyeleleke: Iqhaza Labakhi Bemibuzo Ebonakalayo
Umakhi wemibuzo obonakalayo ubalulekile ekwenzeni lula kanye nokwenza ngcono inqubo yokubuza idatha.
Okokuqala, isusa imfuneko yokuqonda okujulile kwezilimi zemibuzo eziyinkimbinkimbi njenge-SQL.
Lokhu kuvulela abasebenzisi abahlukahlukene abahlukahlukene, okuhlanganisa abantu abangebona abezobuchwepheshe, abangabhala ngokushesha imibuzo besebenzisa isixhumi esibonakalayo esilula nesibukwayo.
Ungakwazi ukuklama imibuzo ngokushesha nangempumelelo ngokuhudula futhi uwise amathebula, ukhethe amakholomu, uchaze ukujoyina, nokusebenzisa izihlungi kubakhi bemibuzo ebonakalayo.
Lokhu akugcini nje kongi isikhathi kodwa futhi kunciphisa amathuba okuba khona kwamaphutha ngenkathi udala imibuzo eyinkimbinkimbi ngokwenza.
Ngaphezu kwalokho, abakhi bemibuzo ebonakalayo babonisa ukwakheka kombuzo ngokubonakalayo, okukuvumela ukuthi uqonde kangcono futhi uhlole i-logic yombuzo.
Baphinde banikeze ukugqanyiswa kwe-syntax, ukuhlola amaphutha, nokuthuthukiswa kwemibuzo ukuze kuqinisekiswe ukunemba nesivinini semibuzo edaliwe.
Sekukonke, umakhi wemibuzo obonakalayo uvumela abantu ukuthi bahlole futhi bakhiphe imininingwane kudatha yabo ngaphandle kokuhlangenwe nakho kobuchwepheshe, okuyenza ibe ithuluzi elibalulekile lokuhlaziya idatha nezinqubo zokuthatha izinqumo.
1. Idatha
I-Datapine ingumakhi wombuzo obonakalayo omangalisayo okuvumela ukuthi uhlole kalula futhi uqonde idatha yabo.
Ngisho nabasebenzisi abangebona abezobuchwepheshe bangase bakhe ngokushesha imibuzo eyinkimbinkimbi ye-SQL besebenzisa isixhumi esibonakalayo esisebenziseka kalula ngaphandle kokubhala umugqa owodwa wekhodi.
Esinye sezici ezinkulu zethuluzi amandla alo okudonsa nokuwisa, akuvumela ukuthi ukhethe ngokunembile amathebula, amakholomu, nemibandela, okuwavumela ukuthi abhale kalula imibuzo.
I-Datapine's SQL Query Builder futhi ihlanganisa izici ezengeziwe ezifana nokujoyina, izihlungi, nokuhlanganisa, okunikeza amakhasimende ikhono lokuhlaziya idatha ebanzi.
Ngaphezu kwalokho, uhlelo lokusebenza lunomsebenzi wokubuka kuqala bukhoma okuvumela ukuthi ubone ngokushesha imiphumela yosesho lwawo, uqinisekise ukulunga kanye nokonga isikhathi.
2. Izibalo ze-IBM Cognos
Kungumkhiqizo oqinile wezobunhloli bebhizinisi ohlanganisa i-Query Studio, umakhi wemibuzo obonakalayo onamandla.
Ungakwazi kalula ukwakha imibuzo usebenzisa i-Query Studio usebenzisa isixhumi esibonakalayo sokudonsa nokuwisa, ususa isidingo sekhodi ye-SQL eyinkimbinkimbi. Ithuluzi linikeza indawo esebenziseka kalula lapho ungakhetha futhi uhlele kalula izici zedatha, usebenzise izihlungi, futhi wakhe izibalo.
I-Query Studio iphinde ibe nezici ezengeziwe ezihlanganisa amandla oku-drill-through, akuvumela ukuthi usuke emiphumeleni efinyeziwe uye kudatha ebanzi.
Ungaphinda udale ukuboniswa okusebenzisanayo namadeshibhodi ukuze udlulisele kangcono imiphumela yemibuzo. Abasebenzisi be-IBM Cognos Analytics' Query Studio bangakwazi ukukhipha imininingwane ngokushesha nangempumelelo kudatha yabo, okuvumela ukwenza izinqumo ezinolwazi kulo lonke ibhizinisi.
3. I-Navicat Umbuzo Umakhi
I-Navicat Query Builder iyithuluzi eliwusizo elinikezwe ne-Navicat ukuphathwa kwedatha isofthiwe ekuvumela ukuthi uklame imibuzo ngemidwebo ngaphandle kolwazi lwe-SQL.
Ungakha kalula futhi uchibiyele imibuzo usebenzisa isixhumi esibonakalayo esisebenziseka kalula ngokuhudula nokuwisa amatafula, ukhethe izinkambu, futhi ucacise imingcele. I-Query Builder ihlanganisa iwindi le-Diagram Design eliwusizo ukuze ubone ngeso lengqondo ukuhlela amatafula nezinkambu, kuyilapho ifasitelana lekhodi libonisa ikhodi ye-SQL efanele.
Ungacacisa izinkambu zokukhiphayo, njengamarekhodi angawodwana, imisebenzi ehlanganisiwe, neziteketiso zenkundla, ngokuxhuma izinto zesizindalwazi. Kungase kusetshenziswe umbandela ekuhlungeni imiphumela yemibuzo, futhi isigatshana esithi GROUP BY kanye ne-ORDER BY sikwenza kube lula ukwakha imibandela yokuqoqa nokuhlunga.
Ngaphezu kwalokho, Umakhi Wombuzo unemibandela ekhawulelwe yokulawula inani lemiphumela yemibuzo ethulwayo. Ungasebenzisa i-Navicat Query Builder ukusheshisa ukwakhiwa kwemibuzo futhi ukwandise ukusebenza kahle kwedathabheyisi.
4. Idathaiku
I-Dataiku iphelele idatha yesayensi kanye nenkundla yezibalo enomakhi wemibuzo ebonakalayo phakathi kwezici zayo eziningi. Ungakwazi ukuhlola kalula futhi uhlaziye idatha nge-dataiku's visual query builder, eqeda isidingo sokubhala.
Futhi, ungasebenzisa inqubo yokubuka ukuze uhudule futhi uwise imithombo yedatha, wengeze izihlungi, futhi wenze izinguquko zedatha.
Umakhi wemibuzo ebonakalayo ye-Dataiku ikuvumela ukuthi ubhale imibuzo ngokuhlanganyela, uxhume idatha evela emithonjeni embalwa, futhi uthuthukise amaphayiphi edatha ayinkimbinkimbi. Kuphinde kuhlanganise nezici eziyinkimbinkimbi ezifana nokuhlanganisa, ukungqubuzana kwedatha, nobunjiniyela besici ukusiza ngokuhlaziywa kwedatha okujulile.
Ungazuza emandleni edatha usebenzisa isakhi semibuzo ebonakalayo ye-Dataiku, okuyenza ifinyeleleke kubo bobabili abasebenzisi bezobuchwepheshe nabangewona abezobuchwepheshe ukuze kuhlolwe idatha ngokushesha.
5. I-Devart dbForge Query Builder
I-Devart dbForge Query Builder iyithuluzi eliqinile lokudala imibuzo ebonakalayo elenza ukwenza imibuzo nokuhlaziya idatha kube lula. Ungamane udale futhi wakhe imibuzo eyinkimbinkimbi ye-SQL usebenzisa isixhumi esibonakalayo esiqondile, uqede isidingo samakhono amakhulu wokubhala amakhodi.
I-Query Builder inikeza indawo enembile lapho abasebenzisi bangakhetha khona amathebula, bakhe ukuxhumana okuhlanganyelwe, futhi basebenzise izihlungi ukuze bakhiphe idatha edingekayo.
Isekela ububanzi obubanzi besizindalwazi futhi inikeza isethi yamakhono aphelele, okuhlanganisa umdwebo obonakalayo ovumela abasebenzisi ukuthi banqamule futhi baguqule izingxenye zemibuzo ngendlela enembile.
Ngaphezu kwalokho, I-Query Builder inezici ezengeziwe ezifana nokusekelwa kwemibuzo engaphansi, ukugqanyiswa kwe-syntax ye-SQL, nokuqedwa kwekhodi ehlakaniphile, okuthuthukisa umuzwa wokwakha imibuzo.
6. I-Aqua Data Studio Visual Query Builder
I-Aqua Data Studio Visual Query Builder iyithuluzi elinamandla elenza kube lula ukudalwa kwemibuzo yesizindalwazi esiyinkimbinkimbi ngokunciphisa imfuneko yobungcweti obujulile be-syntax ye-SQL.
Ungakwazi ukuhlanganisa kahle izigatshana ze-SQL ezifana nokuthi JOIN kanye ne-GROUP BY nezinye izici ezihlanganisa Ama-Index, Operators, Aliases, Uhlobo Lokuhlunga, Hlela Ukuhleleka, kanye Nemibandela usebenzisa isixhumi esibonakalayo esisebenziseka kalula.
I-Visual Query Builder ye-Aqua Data Studio ihlinzeka ngenqwaba yezinketho ezibukwayo, okukuvumela ukuba unqamule kalula futhi uguqule izingxenye zemibuzo. Ngokusekelwe ezinqumweni zomsebenzisi, leli thuluzi eliyinkimbinkimbi lidala zonke izitatimende ze-SQL ezilungele ukusetshenziswa.
Amathuluzi okonga isikhathi njengomphathi wenkomba kanye nokusebenziseka kalula kwamakhono okudonsa nokuwisa ukuze kufakwe u-JOIN athuthukisa inqubo yokwakha imibuzo, ayenze isebenze kahle futhi ibe lula.
7. Izibalo ze-IBM Cognos
I-IBM Cognos Analytics ihlanganisa i-Query Studio, ithuluzi eliqinile lokudala imibuzo ebonakalayo elivumela abasebenzisi ukuthi bathuthukise imibuzo kalula. Abasebenzisi be-Query Studio bangakha imibuzo besebenzisa isixhumi esibonakalayo esisebenziseka kalula ngaphandle kolwazi lwe-SQL.
Ithuluzi linezici eziningi ezihlukahlukene, okuhlanganisa ikhono lokukhetha kalula nokuhlela izinto zedatha, ukusebenzisa izihlungi, nokwakha izibalo.
Izici ze-Drill-through nazo zisekelwa yi-Query Studio, ekuvumela ukuthi uhambe usuka emiphumeleni efinyeziwe uye olwazini olubanzi. I-IBM Cognos Analytics' Query Studio yenza lula inqubo yokwakha imibuzo nge-UI yayo elula kanye nokusebenza okubanzi ukuze kuhlaziywe ngempumelelo futhi kwenziwe ukukhetha kwebhizinisi okufundisiwe.
8. I-RapidMiner
I-RapidMiner iguquguquka futhi iphelele inkundla yesayensi yedatha ehlanganisa ngaphandle komthungo nenhlobonhlobo yezinhlelo nobuchwepheshe. Inkundla ebanzi ye-RapidMiner ikuvumela ukuthi uxhume futhi uxhumane nemithombo ebanzi yedatha, okuhlanganisa isizindalwazi, izinqolobane zedatha, izinsiza zokugcina amafu, nezinkundla zokusakaza.
Lokhu kuxhumana kukuvumela ukuthi ufinyelele futhi uhlole idatha evela emithonjeni embalwa ngaphakathi kwendawo eyodwa ebumbene. I-RapidMiner iphinde ihlanganise nezilimi ezinkulu zokuhlela njengePython ne-R, ivumela abasebenzisi ukuthi basebenzise ikhodi yabo yamanje nemitapo yolwazi.
Ngaphezu kwalokho, inkundla isebenzisana nezibalo ezinamandla kanye ukufunda imishini ubuchwepheshe futhi ikusiza ukuthi wakhe futhi usebenzise amamodeli asezingeni eliphezulu ngokusebenzisa isixhumi esibonakalayo esinezithombe nesisebenziseka kalula.
9. Umbuzo Wamandla ku-Microsoft Excel
I-Microsoft Excel inethuluzi eliqinile lokucubungula idatha kanye nethuluzi lokubuza elibizwa ngokuthi Umbuzo Wamandla. Ikwenza ukwazi ukungenisa kalula, ukulolonga, futhi ulawule idatha evela emithonjeni eyahlukene. Abasebenzisi abasebenzisa Umbuzo Wamandla bangase baxhume emithonjeni yedatha eyahlukahlukene, okuhlanganisa isizindalwazi, amaspredishithi, amakhasi ewebhu, nokunye.
Ithuluzi linokuxhumana okulula ukukusebenzisa, ongadala imibuzo ngezithombe ngokukhetha nokuhlunga idatha, ukuhlanganisa nokuhlanganisa amathebula, nokwenza izinguquko ukuze uhlanze futhi uhlele kabusha idatha.
Ukuqinisekisa ikhwalithi yedatha, Umbuzo Wamandla uphinde ube nemininingwane ebanzi yamathuluzi okuphatha amaphutha. Futhi inomhleli wemibuzo, ongayihlola futhi uchibiyele ikhodi engu-M ewumsuka uma kudingeka.
10. I-Apache Superset
Umakhi wemibuzo obonakalayo unikezwa i-Apache Superset, inkundla enamandla yokuhlola idatha yomthombo ovulekile kanye neyokubona, ukuze kuqondiswe futhi kuthuthukiswe inqubo yokuhlaziya idatha.
Awudingi ubuhlakani obukhulu be-SQL ukuze udale imibuzo yesizindalwazi esiyinkimbinkimbi usebenzisa umakhi wemibuzo obonakalayo we-Superset. Futhi, ungakhetha amathebula, ucacise okujoyiniwe, usebenzise izihlungi, futhi uhlanganise idatha usebenzisa umsebenzi wokudonsa nokuwisa womsebenzi wokusebenzelana osebenziseka kalula.
Ungakwazi ukuhlola kalula futhi uhlole idatha yabo ngokusebenzisa umakhi wemibuzo ebonwayo, ukonga isikhathi nokwehlisa amathuba amaphutha angenzeka ngenkathi ubhala imibuzo eyenziwa mathupha.
Ukwengeza ukunikeza amathuluzi ahlukahlukene ukuthuthukisa umuzwa wokuhlola idatha umakhi wemibuzo obonakalayo we-Superset. Ngokusebenzisa imiphumela yombuzo, ungakha ngokushesha amashadi, amadeshibhodi, nokubonwayo.
Ungabonisa idatha yakho ngendlela ethokozisayo nefundisayo ngenxa yokukhethwa okubanzi kwenkundla yezitayela zeshadi, ezihlanganisa amashadi amabha, amashadi emigqa, iziqephu ze-scatter, nokuningi.
I-Superset iphinde isekele imithombo eminingana yedatha, ukuze ukwazi ukuxhuma kuzinqolobane eziningi, izindawo zokugcina idatha, kanye nezinsizakalo zangaphandle ukuze ufinyelele futhi uhlaziye idatha yazo ngaphandle kobunzima.
Isiphetho
Indawo yonke yabakhi bemibuzo ebonakalayo, ekugcineni, inikeza amathuluzi ahlukahlukene anamandla aguqula ukuhlaziya idatha kanye nezinqubo zokubuza.
Ithuluzi elilodwa ligqama njengokuhamba phambili kobuchwepheshe nokuzivumelanisa nezimo ngisho noma ithuluzi ngalinye kulawa abhalwe kulesi sihloko linezinzuzo ezihlukile.
I-RapidMiner inikeza amakhasimende izinga elingenakuqhathaniswa lokuguquguquka nokuba usizo ngenxa yesikhulumi sayo sesayensi yedatha ephelele, isikhombimsebenzisi esilula esinamasistimu nobuchwepheshe obuhlukahlukene, nokusekelwa kwabaningi. izilimi zokuhlela.
I-interface yayo elula ivumela abasebenzisi ukuthi baxhume kalula emithonjeni eminingi yedatha, benze izibalo ezithuthukile, bathuthukise amamodeli ayinkimbinkimbi, futhi bawasebenzise. Futhi ikwenza ukwazi ukukhulisa inani ledatha yakho futhi wenze ukukhetha okuqhutshwa yidatha, kungakhathaliseki isizinda sakho njengomhlaziyi wedatha, uchwepheshe webhizinisi, noma usosayensi wedatha. Nokho, kufanele uzame ithuluzi ngalinye ukuze ubone ukuthi yiliphi elifanelana nezinto ozithakaselayo kangcono.
shiya impendulo