Isoftware yokuhweba engcono kakhulu yokuhlaziya idatha

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Ukuhlaziywa kwedatha kubalulekile kumabhizinisi afuna ukwenza izinqumo ezinolwazi, eziphusile ngamasu. Ukusebenzisa isofthiwe yokuhlaziya idatha yezohwebo kunikeza izinhlangano ikhono lokucubungula nokuhlola umthamo omkhulu wolwazi, okwenza kube lula ukuhlonza amaphethini abalulekile, izitayela kanye nokudidayo okungase kube nomthelela ezinqumweni ezibucayi.

Khetha i- ithuluzi lezibalo elifanele kubalulekile kule nqubo. Akuwona wonke amathuluzi okuhlaziya idatha adalwe alingana; Ngayinye inikeza imisebenzi ehlukene futhi ifaneleka kangcono ezinhlotsheni ezithile zedatha noma imikhakha yemboni. Ukukhetha okuhle isofthiwe Akukhulisi nje ukusebenza kahle ekuphathweni kwedatha, kodwa futhi kuthuthukisa ukunemba nokufaneleka kwemininingwane ekhiqizwayo. Lokhu kungase kuhlanganise amakhono athuthukile njengokufunda komshini, izibalo zokubikezela kanye ukucubungula ngesikhathi sangempela, okubalulekile ukugcina ukuncintisana emakethe eshintsha njalo.

Isoftware yokuhweba engcono kakhulu yokuhlaziya idatha

1. I-Microsoft Excel

I-Microsoft Excel ingenye yezinhlelo ezidume kakhulu zokuhlaziya idatha ezinkampanini zabo bonke osayizi. I-Excel inezinhlobonhlobo zemisebenzi nezici ezenza abasebenzisi bakwazi ukucubungula nokuhlaziya amasethi amakhulu edatha ngempumelelo.

Nge-Excel, ungenza ukuhlaziya kwezibalo okuyisisekelo, udale amashadi namathebula, futhi usebenzise inhlobonhlobo yemisebenzi ukukhohlisa nokucubungula idatha. Ukwengeza, i-Excel inekhono lokuxhuma kweminye imithombo yedatha futhi isebenze ngamasethi edatha amakhulu kunalawo angasingathwa kusipredishithi esivamile.

2. ithebula

Ithebula ngu isofthiwe ukuhlaziya idatha ebonakalayo eyenza abasebenzisi bakwazi ukubona ngeso lengqondo ngempumelelo nokuhlaziya idatha. I-Tableau yaziwa ngesixhumi esibonakalayo somsebenzisi esinembile nesisebenziseka kalula, esivumela abasebenzisi ukuthi bakhe ukubonwa kwedatha okumangalisayo ngaphandle kwesidingo samakhono wokuhlela athuthukile.

Nge-Tableau, ungakha amashadi asebenzisanayo, amathebula, namamephu, futhi uhlole idatha yakho ngendlela entsha. Ukwengeza, i-Tableau inekhono lokuxhuma emithonjeni ehlukahlukene yedatha, okuhlanganisa izizindalwazi zebhizinisi, amaspredishithi, namafayela ombhalo.

3. I-IBM SPSS

I-IBM SPSS i isofthiwe izibalo ezisetshenziselwa ukuhlaziya idatha kanye nokwenza imodeli yezibalo. I-SPSS yaziwa ngobubanzi bayo bemisebenzi yezibalo kanye nekhono layo lokuphatha amasethi amakhulu edatha ngempumelelo.

Nge-SPSS, ungenza ukuhlaziya kwezibalo okuthuthukile, Modelling izibalo kanye nokuhlaziya okubikezelwayo. Ukwengeza, i-SPSS inekhono lokuxhuma kuhlu olubanzi lwemithombo yedatha futhi isebenze ngakho kokubili idatha ehlelekile nengahlelekile.

4. SAS

I-SAS iyisofthiwe yokuhlaziya idatha kanye nokumodela kwezibalo okusetshenziswa izinkampani zabo bonke osayizi emhlabeni jikelele. I-SAS yaziwa ngobubanzi bayo bemisebenzi yezibalo kanye nekhono layo lokuphatha amasethi amakhulu edatha ngempumelelo.

Nge-SAS, ungenza ukuhlaziya kwezibalo okuthuthukisiwe, ukumodela kwezibalo, nokuhlaziya okubikezelayo. Ukwengeza, i-SAS inekhono lokuxhuma kuhlu olubanzi lwemithombo yedatha futhi isebenze ngedatha ehlelekile nengahlelekile.

5. QlikBuka

I-QlikView isofthiwe yokuhlaziya idatha ebonwayo eyenza abasebenzisi bakwazi ukudala ukubonwa kwedatha okusebenzisanayo futhi bahlaziye amasethi amakhulu edatha ngempumelelo. I-QlikView yaziwa ngesibonisi sayo somsebenzisi esinembile nesisebenziseka kalula, esivumela abasebenzisi ukuthi bakhe ukubonwa kwedatha okumangalisayo ngaphandle kwesidingo samakhono wokuhlela athuthukile.

Nge-QlikView, ungakha amashadi asebenzisanayo, amathebula namamephu, futhi uhlole idatha yakho ngendlela entsha. Ukwengeza, i-QlikView inekhono lokuxhuma emithonjeni ehlukahlukene yedatha, okuhlanganisa isizindalwazi sebhizinisi, amaspredishithi namafayela ombhalo.

6. I-Alteryx

I-Alteryx isofthiwe yokuhlaziya idatha eyenza abasebenzisi bakwazi ukwenza ngokuzenzakalelayo inqubo yokulungiselela idatha nokuhlaziywa kwedatha. I-Alteryx yaziwa ngekhono layo lokusebenzisa ngokuzenzakalelayo ukuhlaziya idatha nokuqhutshwa komsebenzi wokucubungula idatha, okuvumela abasebenzisi ukuthi bonge isikhathi futhi bakhulise ukusebenza kahle.

Nge-Alteryx, ungakwazi ukulungiselela kahle futhi uhlanze idatha, uhlaziye idatha, futhi udale ukubonwa kwedatha. Ukwengeza, i-Alteryx inekhono lokuxhuma kuhlu olubanzi lwemithombo yedatha futhi isebenze ngedatha ehlelekile nengahlelekile.

7. I-RapidMiner

I-RapidMiner iwukucubungula idatha kanye nesofthiwe yokufanisa izibalo evumela abasebenzisi ukuthi bahlaziye amasethi amakhulu edatha futhi bakhe amamodeli abikezelayo. I-RapidMiner yaziwa ngekhono layo lokucubungula inani elikhulu ledatha nokudala amamodeli okuhlaziya idatha athuthukile.

Nge-RapidMiner, ungakha amamodeli okuhlaziya idatha athuthukile futhi wenze inqubo yokuhlaziya idatha ngokuzenzakalelayo. Ukwengeza, i-RapidMiner inamandla okuxhuma kuhlu olubanzi lwemithombo yedatha futhi isebenze ngedatha ehlelekile nengahlelekile.

Isiphetho

Ngamafuphi, ukuhlaziya idatha kubalulekile emabhizinisini afuna ukwenza izinqumo ezinolwazi, eziqhutshwa idatha. Isofthiwe yokuhlaziya idatha yezentengiso ingasiza amabhizinisi acubungule amanani amakhulu edatha futhi athole amaphethini abalulekile namathrendi. I-Microsoft Excel, i-Tableau, i-IBM SPSS, i-SAS, i-QlikView, i-Alteryx ne-RapidMiner ngezinye zesofthiwe ehamba phambili yokucubungula idatha yezohwebo etholakala emakethe. Nge Ububanzi bayo bezici kanye namakhono okuphatha amasethi amakhulu edatha, le softhiwe ingasiza amabhizinisi ahlaziye idatha yawo ngempumelelo futhi enze izinqumo ezinolwazi, eziqhutshwa idatha.