Okuqukethwe[Fihla][Bonisa]
- Iyini i-Data Visualization?
20 Amathuluzi Angcono Kakhulu Okubona kanye namaSoftware+-
- 1. Google Charts
- 2. FusionCharts
- 3. Amandla BI
- I-4. IThebula
- 5. Whatagraph
- 6. Ukuhlela Okuguquguqukayo Kosuku Lokusebenza
- 7. Qik
- 8. Dundas BI
- 9. I-Juice Analytics
- 10. Sisense
- 11. Highcharts
- 12. I-RAWGraph
- 13. Umqambi wedatha
- 14. Itulo
- 15. Cluvio
- 16. Izibalo ze-Zoho
- 17. I-IBM Cognos Analytics
- 18. Ifu le-SAP Analytics
- 19. Umbheki
- 20. Klipfolio
- Isiphetho
Idatha ibizwa ngokuthi "amafutha amasha" kule nkathi yedijithali, kungakhathaliseki ukuthi iyiphi insimu.
Nokho, inani ledatha alilutho ngaphandle kwalapho linikeza imininingwane ephusile. Yilapho ukubonwa kwedatha kubaluleka khona.
Njengoba izinhlangano zaqongelela amanani amakhulu edatha phakathi neminyaka yokuqala yomnyakazo omkhulu wedatha, zadinga indlela yokushesha futhi zivele zithole ukubuka konke kwedatha yazo.
Amathuluzi okubona ngeso lengqondo ayefana ngokwemvelo, njengoba they ungadlulisela ulwazi ngokuwabheka nje, lapho ngokuvamile kuzodingeka ufunde amaspredishithi noma imibiko yombhalo ukuze ubambe idatha.
Amathuluzi okubona idatha akwenza kube lula kubahlaziyi kanye nezibalo ukuthuthukisa amamodeli edatha ebonakalayo ngokusekelwe kuzicaciso zabo ngokuhlanganisa isixhumi esibonakalayo, ukuxhumeka kwesizindalwazi, nezindlela Zokufunda Ngomshini endaweni eyodwa.
Iyini i-Data Visualization?
Ukunikezwa kwanoma iyiphi idatha enikeziwe kube izethulo ezibonakalayo kwaziwa njengokuboniswa kwedatha. Idatha ingase iguqulwe ibe amashadi, amagrafu, nanoma yiluphi olunye uhlobo lokumelela okubonakalayo. Lokhu kungenzeka ngosizo lwamathuluzi okubonisa idatha.
Umphumela wokumelwa okubonakalayo kwedatha kwenza kube lula ukuhlonza nokuxhumana namathrendi esikhathi sangempela, izinto eziphuma ngaphandle, kanye nemininingwane yamanoveli mayelana nengqikithi yedatha.
Njengoba umthamo wedatha enkulu ukhula, abantu abaningi basebenzisa amathuluzi okubona idatha kumakhompyutha abo nakumadivayisi eselula ukuze bathole imininingwane.
Ukulandelela izinhloso zabo, iminyango yenkampani eminingana isebenzisa amathuluzi okubuka idatha noma isoftware. Ithimba lokumaketha, isibonelo, lingaphinda lisebenzise uhlelo ukukala ukusebenza komkhankaso we-imeyili, idatha yokulinganisa efana nenani elivuliwe, izinga lokuchofoza, nezinga lokuguqulwa.
Njengoba izinkampani ezibona ngedatha zandisa amakhono emikhiqizo yazo, ziya ngokuya zisetshenziswa njengezindawo ezingaphambili zezindawo zedatha ezinkulu eziyinkimbinkimbi.
Kulo mongo, isofthiwe yokubona idatha isiza onjiniyela bedatha nososayensi ekugcineni umkhondo wemithombo yedatha futhi benze ucwaningo oluyisisekelo lwamasethi edatha ngaphambi noma ngokulandela uphenyo oluthuthuke kakhulu.
20 Amathuluzi Angcono Kakhulu Okubona kanye namaSoftware
1. Amashadi we-Google
I-Google Charts iyikhithi yamathuluzi eshadi esekelwe ku-JavaScript ehlanzekile enezela ukusebenza kwamashadi okusebenzisanayo ezinhlelweni zokusebenza zewebhu ezingabonisa izinhlobonhlobo zamashadi.
Kuyithuluzi elisebenzisanayo elisuselwa emafini elikhiqiza amashadi ayisithombe asuselwe kulwazi olunikezwa abasebenzisi.
I-SVG isetshenziselwa ukukhiqiza amashadi kuziphequluli ezijwayelekile ezifana ne-Chrome, Firefox, Safari, ne-Internet Explorer (IE). I-VML isetshenziselwa ukudweba ihluzo ku-IE 6 endala.
Iwumthombo ovulekile futhi imahhala ukuyisebenzisela izinjongo okungezona ezokuthengisa. Iphinde ivumele ukulayishwa kwedatha okuguquguqukayo kusuka kuseva, futhi ilawula idatha ngemisebenzi yokushayela emuva.
Kuyithuluzi elihle kakhulu lokubonisa idatha kuwebhusayithi yakho. Igalari yeshadi inohlu olubanzi lwamafomethi eshadi alungele ukusetshenziswa, kusukela kumashadi emigqa ayisisekelo kuye kumamephu esihlahla ayinkimbinkimbi.
Izici Key
- Amashadi angase acushwe nganoma iyiphi indlela oyifisayo.
- Thola ukufinyelela kwesikhathi sangempela kudatha yakho.
- Ihlanganisa iphothifoliyo enkulu yamashadi asebenzisanayo.
- I-Google Charts iyatholakala kuzo zombili izinkundla ze-Android ne-iOS.
- Isebenza ngezinhlobonhlobo zeziphequluli zewebhu.
Zamanani
I-Google Charts ingumkhiqizo wamahhala ngokuphelele.
2. FusionCharts
I-FusionCharts ikuvumela ukuthi udale amadeshibhodi akhangayo wezinhlelo zakho zokusebenza eziku-inthanethi neselula.
Ngamadokhumenti anemininingwane, ukuhambisana kwesiphequluli esiphambanayo, kanye ne-API ejwayelekile, ukwengeza amashadi asebenzisanayo naphendulayo kulula kunangaphambili. Ungakhipha amashadi usebenzisa ama-FusionCharts.
I-FusionExport isebenza kuseva yakho, ngokungafani ne-FusionCharts, esebenza kuklayenti noma kusiphequluli. Uma ulanda i-FusionExport, uzothola ifayela kanambambili okufanele ulenze kuseva yakho ngendlela efanayo nanoma iyiphi enye isevisi.
Ungayixhuma ne-backend yakho usebenzisa i-FusionExport Ama-SDK noma ama-API amaphuzu okugcina. Okuwukuphela kwento i-FusionCharts ne-FusionExport abafana ngayo ukuthi bobabili bamukela idatha ngefomethi ye-JSON.
I-FusionExport ikuvumela ukuthi ulondoloze amadeshibhodi akho njengezithombe noma ama-PDF. Ama-imeyili, izinanyathiselwa, namadokhumenti angaphrintwa angase athunyelwe kusetshenziswa amafayela akhiqiziwe. Isekela amafomethi ezithombe afana ne-PNG ne-JPG, kanye namafomethi e-vector afana ne-SVG ne-PDF.
Izici Key
- I-FusionCharts icebisa amadeshibhodi akho namamonitha ngamageji nama-KPIs, kanye namashadi efaneli namaphiramidi.
- Ngemibiko yakho namadeshibhodi, kunezinhlobo zamashadi angu-50+, okuhlanganisa wonke amashadi asetshenziswa kakhulu njengekholomu, umugqa, nophaya.
- Hlanganisa nanoma yiluphi uhlaka lwe-JavaScript noma ulimi lokuhlela ohlangothini lweseva ngemizuzwana.
- Idatha yebhizinisi ebaluleke kakhulu njengemali engenayo ngendawo enamamephu we-FusionMaps XT angaphezu kuka-2000 aqhutshwa yidatha.
- Ukushisa namamephu ezihlahla, i-radar, namashadi ezibalo konke kufakiwe.
Zamanani
Izici ze-FusionCharts zinamazinga amane aphezulu e-premium:
- Okuyisisekelo: $499 ngenyanga (ikhokhwa ngonyaka) noma i-$1,299 ngenyanga (ikhokhwa nyanga zonke)
- I-Pro: Ikhokhisa u-$1,299 ngenyanga (ikhokhwa njalo ngonyaka) noma i-$3,299 ngenyanga (ikhokhwa nyanga zonke)
- Ibhizinisi: $2,499 ngenyanga (ikhokhwa ngonyaka) noma $6,499 ngenyanga (ikhokhwa nyanga zonke)
- Ibhizinisi+: Ukuze uthole lolu lwazi, kufanele uxhumane nabasebenzi bokuthengisa.
3. I-Power BI
I-Microsoft Power BI iwubuchwepheshe boKubonwa Kwedatha obuhlose ukugxilisa isiko lobuhlakani bebhizinisi eliqhutshwa idatha kuzo zonke izinhlangano namuhla. Ukuze kube njalo, inikeza amathuluzi okuhlaziya okuzisiza angasetshenziswa ukuhlaziya, ukuhlanganisa, nokusabalalisa idatha ngezindlela eziphusile.
Ihlinzeka abasebenzisi bayo ngamakhulu okubonwa kwedatha, kanye namandla akhelwe ngaphakathi Obuhlakani be-Artificial Intelligence, nokuxhumana kwe-Excel.
I-Power BI ingafinyelela amanani amakhulu edatha evela emithonjeni ehlukahlukene. Ikuvumela ukuthi uhlole, uhlaziye, futhi ubone ngeso lengqondo amanani amakhulu edatha i-Excel engakwazi ukuwavula. I-Excel, CSV, XML, JSON, pdf, neminye imithombo yedatha ebalulekile iyafinyeleleka ku-Power BI.
Ingenisa futhi igcine idatha kumafayela we-.PBIX isebenzisa izindlela zokuminyanisa ezithuthukile. I-Power BI ithuthukisa ukukhanga okubonakalayo kwedatha. Inikeza isixhumi esibonakalayo esilula sokudonsa nokuwisa namandla akuvumela ukuthi uphindaphinde konke ukufometha kuzo zonke iziboniso eziqhathanisekayo.
Izici Key
- I-Power BI inikeza izibuyekezo zedeshibhodi zesikhathi sangempela.
- Idizayini ye-hybrid ilula ukuyisebenzisa.
- Ngokusebenzisa uhlelo lwe-SaaS, ungaphatha ngokushesha imibiko.
- Ivumela ukuhlolwa kwedatha ngemibuzo yolimi lwemvelo.
- Inikeza inketho yokubuka yedeshibhodi ebuyekezwa ngokuqhubekayo nomphakathi.
- Iqinisekisa ukuxhumana okuphephile nokwethenjelwa emithonjeni yakho yedatha, kungakhathaliseki ukuthi kusefwini noma ezindaweni.
Zamanani
Izici ze-Power BI zinamazinga amathathu aphezulu aphezulu, njengoba ngezansi:
- I-Power BI Pro: $9.99/umsebenzisi/ngenyanga
- I-Power BI Premium: $20/umsebenzisi/ngenyanga
- I-Power BI Premium: $4995/umthamo/ngenyanga
4. ithebula
I-Tableau iyithuluzi lokubuka elikhula ngokushesha elisetshenziselwa izinhlelo zokusebenza ezihlukahlukene zokuthengisa. I-tableau iyithuluzi elinamandla lokubonwa kwedatha okuthuthukisiwe ukuze kukhiqizwe izithombe eziqondakalayo, ungaxhuma kunoma iyiphi isizindalwazi.
Kungelinye lamathuluzi amahle kakhulu okubonisa ukwabelana ngezithombe nabanye. I-Tableau uhlelo lokusebenza lokubonisa idatha abahlaziyi bedatha, ososayensi, izazi zezibalo, nabanye abangase balusebenzise ukuze bamelele idatha futhi bakhe imibono ecacile ngokusekelwe ekuhlaziyweni kwedatha.
I-Tableau yaziwa kakhulu ngekhono layo lokuphatha idatha ngokushesha futhi ikhiqize umphumela odingekayo wokubonwa kwedatha. Mayelana nohlobo lwedatha nefomethi, i-tableau ingasebenza nakho kokubili ulwazi oluhlelekile nolungahlelekile, futhi ingafinyeleleka nganoma yiluphi ulimi lwekhompyutha, okuhlanganisa i-R, i-Python, i-SAS, nezinye.
I-Tableau ayidingi ulwazi lobuchwepheshe noma lokuhlela. Ngakho, noma ubani onesizinda esingesona esobuchwepheshe angasisebenzisa.
Izici Key
- Inikeza izixazululo eziningi ezahlukene zokuvikela idatha ngaphandle kwesidingo sombhalo.
- Lolu hlelo lutholakala ngezinguqulo ezimbalwa, okuhlanganisa iseva ye-Tableau, ifu, kanye nedeskithophu.
- I-Tableau ikusiza ekuxazululeni ubunzima obukhulu obuhlobene nedatha.
- Isivinini esimaphakathi esinezinketho zokulungisa nokuthuthukisa ijubane lenqubo.
- Ingahlanganiswa nezinhlelo zokusebenza ezingaphezu kuka-250.
Zamanani
Intengo ye-Tableau ihlukaniswe ngamaleveli amathathu okubhaliselwe:
- I-Tableau Creator ($70/ngenyanga/umsebenzisi)
- I-Tableau Explorer ($35/ngenyanga/umsebenzisi)
- I-Tableau Viewer ($12/ngenyanga/umsebenzisi).
Azikho izinkokhelo ezifihliwe ngoba ukubhalisa ngakunye kufaka phakathi ukulungiswa, ukuthuthukiswa komkhiqizo, nokusekelwa konke ngentengo eyodwa.
5. I-Whatagraph
I-Whatagraph uhlelo lokusebenza lokubonisa idatha olukuvumela ukuthi ulandelele futhi uqhathanise impumelelo yemikhankaso eminingi ngesikhathi esisodwa. Lolu hlelo lokusebenza likuvumela ukuthi udlulise idatha yangokwezifiso phakathi kwe-Google AmaSpredishithi ne-API.
Kuyithuluzi elihle lokulandelela nokubika ngokusebenza. Abathengisi bayisebenzisela ukubonisa idatha futhi benze imibiko yeziteshi ezihlukene ngokwezifiso.
I-Whatagraph ihlinzeka ngezifanekiso ezilungele ukusetshenziswa zemibiko ehlukahlukene yeziteshi zokuthengisa, ezihlanganisa i-SEO, i-PPC, inkundla yezokuxhumana, nezinye. Ungadala umbiko wokusebenza ngamaminithi kuyilapho ugwema amaphutha omuntu ngokusebenzisa isifanekiso esenziwe kusengaphambili.
Ungase futhi uhlanganyele nosebenza nabo ngokwabelana ngesixhumanisi sombiko obukhoma, futhi uzokwazi ukusebenza kuwo kanyekanye.
Izici Key
- Ihlinzeka ngezifanekiso esezilungele ukusetshenziswa.
- Ungakwazi ukushintsha umbiko ukuze uhlangabezane nezidingo zakho zebhizinisi.
- Ikuvumela ukuthi usebenze kalula nethimba lakho.
- Ungangenisa idatha ku-Google AmaSpredishithi.
- Ukhululekile ukufometha umbiko wakho nganoma iyiphi indlela obona kufanele.
- Ingakwazi ukuletha imibiko kumakhasimende.
Zamanani
Izici ze-Whatagraph zinamazinga amathathu e-premium, njengoba ngezansi:
- Ochwepheshe: $119 (ekhokhwa ngonyaka) noma $139 (ekhokhwa ngekota)
- I-Premium: Ibiza u-$279 (ikhokhwa ngonyaka) noma i-$319 (ikhokhwa ngekota)
- Ukukhula: $699 per (ekhokhwa ngonyaka) noma $79 (ekhokhwa ngekota)
6. kosuku Ukuhlela Okuguquguqukayo
I-Workday Adaptive Planning iyithuluzi lokubuka idatha eliklanyelwe ukukusiza ukhulise ibhizinisi lakho.
Kungelinye lamathuluzi angcono kakhulu okubona idatha okukusiza ukuthi uhlele, wenze isabelomali, futhi ubikezele ukwenza izinqumo ezingcono. Inakho konke okudingayo ukuze uhlele kahle izimali, ukubika, nokuhlaziya ngokuqhubekayo.
Ungakwazi ukukhiqiza amabhajethi anembile kanye nokuqagela ngokushesha, futhi uhlaziye izimo ezihlukene ngamasethi amakhulu wedatha. Ngamaminithi, ungakwazi ukuletha imibiko emangalisayo. Ithuluzi futhi likuvumela ukuthi uhlanganyele kusuka kunoma iyiphi indawo usebenzisa i-inthanethi, iselula, ne-Excel.
Lolu hlelo lunamadeshibhodi asezingeni eliphezulu kanye nekhono lokumodela, kanye nakho konke okudingwa yifemu ukuze kuthuthukiswe inqubo yokuhlela yezezimali ephumelelayo.
Izici zokudonsa nokuwisa Zohlelo Lokusebenza Oluguquguqukayo zenza kube lula ukwakha nokuchibiyela imibiko ebonisa idatha yesikhathi sangempela futhi inikeze abasebenzisi umbono ophelele wenhlangano yabo yonke.
Izici Key
- Ukuqoqwa kwedatha okuzenzakalelayo ukuze kuqinisekiswe ukuthi uhlala usebenzelana nedatha entsha.
- Lolu hlelo lokusebenza lunedeshibhodi ekuvumela ukuthi wakhe umbiko ngokushesha.
- Kulula ukusebenza nabanye.
- Ungashintsha uhlelo ngesikhathi sangempela.
- Ungakwazi ukuhlela isabelomali sephrojekthi usebenzisa i-Adaptive Insights.
Zamanani
I-Workday Adaptive Planning ihlinzeka ngesilingo samahhala. Ukuze uthole izinketho zentengo, xhumana nethimba labo.
7. I-Qlik
I-Qlik iyinkundla yobuhlakani bebhizinisi engahlanganisa idatha, yenze izibalo zengxoxo, futhi iguqule idatha engahluziwe ibe isisekelo solwazi. Isekela imibuzo ye-ad hoc futhi yenza izinqumo ezisheshayo ngokusekelwe kudatha etholakala kalula.
Le softhiwe isebenza ngendlela efanayo ebuchosheni bomuntu ngokuthi isesha izixazululo “ngokuhlanganiswa” futhi ingaqhubekela kunoma iyiphi indlela.
I-Qlik isebenza nge-Associative Model egcinwe kumemori. Ngenxa yalokho, awudingi “ochwepheshe be-IT” , uma wazi ukuthi ungayibhala kanjani i-SQL, khetha Umbuzo ukuze uqonde kangcono idatha yakho.
Ivumela ukuhlanganiswa okusheshayo kwedatha esuka emithonjeni eminingana ibe uhlelo lokusebenza olulodwa. Ungakwazi futhi ukufinyelela, ukuhlaziya, futhi uthole idatha kumadivayisi eselula.
Izici Key
- Igcina ukuhlotshaniswa kwedatha ngokuzenzakalela.
- Ivumela ukuhlanganiswa okusheshayo kwedatha esuka emithonjeni embalwa ibe uhlelo lokusebenza olulodwa.
- Ikusiza ukuthi uhlonze amathrendi nolwazi oludingekayo ukuze wenze izinqumo.
- Inikeza ukubika okucacile kanye nokulinganisa nokuhlanganiswa kwedatha.
- Ihlinzeka ngezindlela ezihlukahlukene zokubonisa idatha.
Zamanani
I-Qlik inikeza isivivinyo samahhala esinamaleveli amabili eprimiyamu:
- I-Qlik Sense Business: $30/umsebenzisi/inyanga (ikhokhiswa njalo ngonyaka).
- I-Qlik Sense Enterprise: Intengo uma icelwa.
8. UDundas BI
I-Dundas BI iyinkundla yeBusiness Intelligence (BI) yokwakha nokubuka amadeshibhodi asebenzisanayo, imibiko, amakhadi wamaphuzu, nokunye ukubonwa kwedatha. Ungasebenzisa i-Dundas BI njengengosi yedatha emaphakathi yenhlangano yakho noma uyifake kuwebhusayithi ekhona njengengxenye yesixazululo se-BI esibhekiwe.
Le nkundla yobuhlakani bebhizinisi esekwe kusiphequluli kanye nenkundla yokubona idatha ihlanganisa amadeshibhodi ahlanganisiwe, amathuluzi okubika, nokuhlaziya idatha. Ivumela abasebenzisi ukuthi bakhe amadeshibhodi aguquguqukayo, enziwe ngendlela oyifisayo, bakhiqize eyabo imibiko, benze imibuzo ye-ad-hoc, futhi bahlaziye futhi bahlole idatha yabo kanye nezinkomba zokusebenza.
Inkundla ye-Dundas BI iyavumelana nezimo, ivumela abasebenzisi ukuthi baxhume futhi bahlanganyele nanoma yimuphi umthombo wedatha ngesikhathi sangempela nakunoma iyiphi idivayisi.
Abasebenzisi bangakha futhi babuke amadeshibhodi nemibiko kunoma iyiphi inkundla, ukusuka kudeskithophu kuya kuselula, ngenxa yokusebenzelana okusekelwe kokuthintwa kanye nomklamo ophendulayo.
Izici Key
- Noma iyiphi idivayisi ingaxhuma, ihlanganyele, noma ihlaziye idatha yakho.
- Ine-API ekuvumela ukuthi wenze ngendlela oyifisayo izidingo zokuklama ngokuncamelayo kwabathengi bakho.
- I-Dundas isiza ukufakwa kwedatha ngesixhumi esibonakalayo esisebenziseka kalula sokudonsa nokuwisa.
- Ungalungiselela futhi uhumushe idatha yenkampani yakho ngezithombe ibe yimibiko efinyelelekayo.
- Inikeza inqwaba yamathuba esakhiwo.
- Ungenza amashadi asebenzisanayo abe aba ngokwakho, amamephu, nezinye izingxenye.
- Izinhlobonhlobo ezinkulu zamafomula ezibalo ziyasekelwa.
Zamanani
I-Dundas BI inikeza isivivinyo samahhala. Ukuze uthole ulwazi lwentengo, udinga ukuxhumana nethimba labo.
9. I-Juice Analytics
I-Juice Analytics iyithuluzi lokubuka idatha elidizayinelwe abeluleki nezingcweti zolwazi abafuna ukujabulisa izethameli zabo ngesethulo sazo esilandelayo esixube idatha. Kulula ukuqalisa, njengoba awekho amakhono okubhala amakhodi noma okuklama adingekayo ukuze udale indaba yedatha ebandakanyayo, esebenzisanayo.
Kuyinkundla ye-SaaS esezingeni eliphezulu yokubukwa kwedatha okusebenzisanayo nokubika. Iphinde ivumele abasebenzisi bebhizinisi ukuthi baguqule amaspredishithi amile abe yizindaba zedatha ezikhangayo, ezisuselwe kuwebhu ezishayela izethameli esenzweni.
Izici Key
- Ukuphathwa komsebenzisi nokwabelana kohlelo lokusebenza, kokubili okusesidlangalaleni nokuyimfihlo
- Abasebenzisi bokugcina baqondiswa ku- idatha ngokuxoxa indaba yedatha inoveli indlela.
- I-Juicebox ifinyeleleka kubasebenzisi abangebona abezobuchwepheshe ngenxa yokuhlela kwayo okulula ukufunda.
- Isakhiwo esisebenziseka kalula
- Izinketho zesitayela esiyisisekelo qiniseka ukuthi iwebhusayithi yakho yinhle futhi iyingcweti.
- Sebenzisa ukulayishwa kwedatha noma uxhumano lwesizindalwazi ukuze uxhume emithonjeni eminingi yedatha.
Zamanani
I-Juicebox inikeza isivivinyo samahhala sezinsuku eziyi-14 esinamazinga amabili eprimiyamu, ashiwo ngezansi:
- Iphrofayili: $15/Umhleli/Inyanga
- I-Premium: Kuzodingeka uthinte ithimba ukuze uthole ulwazi olwengeziwe.
10. Sisense
I-Sisense iyisisombululo sedatha esisekelwe kubuhlakani bebhizinisi esinikezela ngamathuluzi ahlukahlukene ukusiza abahlaziyi bedatha benze idatha enzima ibe lula futhi bathole imininingwane yezinkampani zabo nabantu bangaphandle.
USisense ucabanga ukuthi, ekugcineni, yonke ifemu izoqhutshwa ngedatha, futhi yonke imikhiqizo izoboshelwa ngandlela thize kudatha. Ngenxa yalokho, yenza yonke imizamo ukuletha amathuluzi ahlukahlukene okuhlaziya idatha emaqenjini ebhizinisi nokuhlaziya idatha ukuze asize ekuguquleni izinhlangano zawo zibe amabhizinisi aqhutshwa idatha akusasa.
Kungelinye lamathuluzi angcono kakhulu okubona idatha okuguqula idatha ibe izingxenye ezisebenzisekayo noma izethulo. I-Sisense iphinde ivumele abasebenzisi ukuthi bakhiphe amafayela abo ngamafomethi ahlukahlukene, okuhlanganisa i-PPT, i-Excel, i-MS Word, i-PDF, nezinye.
Kulula ukusetha nokusebenzisa. Ingasetshenziswa ngaphansi kweminithi, futhi abahlaziyi bedatha bangaqedela imisebenzi yabo futhi bathole abakutholile ngokushesha.
Izici Key
- Lolu hlelo lokusebenza lunokuxhumana komsebenzisi wokudonsa nokuwisa.
- Ikwenza ukwazi ukuhlanganisa idatha futhi uthuthukise uhlelo lokusebenza lwezibalo.
- Ungasebenzisa iWindows noma i-Linux ukuze usebenzise umsebenzi wakho emafini.
- Inikeza ukuphepha okusekelwe endimeni kubasebenzisi.
- Ungathola idatha yakho nganoma yisiphi isikhathi futhi uzivikele emaphutheni.
- Idatha ingathunyelwa ku-Excel, CSV, PDF, namanye amafomethi.
- Ngezinketho ezilungisekayo, ungabeka izibalo yonke indawo.
Zamanani
I-Sisense ihlinzeka ngesilingo samahhala. Ukuze uthole izinketho zentengo, xhumana nethimba labo.
11. Ama-highcharts
I-Highcharts inenzuzo kwabasanda kuthola iziqu, ochwepheshe be-IT, kanye nezifundiswa ezijulile zezobuchwepheshe abafuna ukungena emhlabeni webhizinisi nezomnotho futhi bafunde ngamakhono adingekayo nezindlela zokubonisa idatha ngendlela eqondakala kalula.
Kuyiphakheji ye-JavaScript kuphela esetshenziselwa ukuthuthukisa izinhlelo zokusebenza zewebhu ngokuhlanganisa amashadi asebenzisanayo. Ilabhulali yayo inamashadi anhlobonhlobo lapho amakhasimende angakhetha khona lawo ahlangabezana nezidingo zawo.
Ikuvumela ukuthi wengeze kalula amashadi asebenzisanayo kuhlelo lwakho lokusebenza lewebhu noma iwebhusayithi. Ukuze ubonise idatha yakho, ungasebenzisa amashadi ophayi, amashadi emigqa, amashadi e-spline, amashadi endawo, amashadi ebha, njalo njalo. I-Highcharts isetshenziswa kakhulu ochwepheshe besoftware kanye abahlaziyi bezebhizinisi ukwenza izinhlelo zabo zigxile kakhulu.
Izici Key
- Kuyinto mobile kanye tablet.
- I-HTML 5 isetshenziselwa ukuyidala.
- Ungakha ibha, ikholomu, uphayi, noma amanye amashadi kuwebhusayithi yakho noma uhlelo lokusebenza lweselula.
Zamanani
Yonke imikhiqizo ye-Highcharts imahhala ukuthi ingalandwa futhi ihlolwe. Thenga ilayisense yezohwebo uma iphrojekthi/umkhiqizo wakho usulungele ukukhululwa.
- Ilayisense Yonjiniyela: $535 isihlalo sonjiniyela ngasinye (sikhokhelwa minyaka yonke).
- Ukuze uthole ulwazi olwengeziwe mayelana Nokuvuselela I-Advantage kanye Nelayisense ye-OEM, sicela uxhumane nethimba.
12. RAWGraphs
I-RAWGraphs iyinkundla yokubuka idatha enomthombo ovulekile eklanyelwe ukwenza ukubonwa kwedatha eyinkimbinkimbi kube lula kuwo wonke umuntu.
Yathuthukiswa ngokuyinhloko njengethuluzi labaklami kanye nezihlakaniphi, ngenhloso yokugcwalisa igebe phakathi kwamathuluzi espredishithi (isb, i-Microsoft Excel, Izinombolo ze-Apple, i-OpenRefine) nabahleli bezithombe zevekhtha (isb. I-Adobe Illustrator, Inkscape, Sketch).
I-RAWGraphs ingenye yezinhlelo ezingcono kakhulu zokubonisa idatha ezisebenza ngamafayela e-CSV kanye ne-TSV (Amanani Ahlukaniswe Ngethebhu). Leli thuluzi likuvumela ukuthi uhlanganise amashadi ngqo kumawebhusayithi akho.
Izici Key
- Umsebenzi wakho ungalondolozwa njengefayela le-PNG noma le-SVG.
- Izakhiwo zezithombe ezimbalwa ziyasekelwa.
- Ungangenisa idatha kuma-RAWGraphs ngokukopisha nokunamathisela.
- Ikuvumela ukuthi wenze imephu yobukhulu bedatha yakho ngemidwebo ukuze uyiqonde kangcono.
- Ungakwazi ukuvula okukhiphayo kwakho kunoma yiluphi uhlelo lokusebenza lokuhlela i-vector usebenzisa lolu hlaka.
- I-RAWGraphs ikunikeza impendulo esheshayo ngezithombe zakho.
Zamanani
Ungasebenzisa i-RAWGraphs kuwebhusayithi yabo mahhala.
13. Idathawrapper
I-Datawrapper yenza kube lula kuzintatheli nabanye abaxhumana nabo ukuthi bakhiqize amashadi ayisisekelo namamephu wezindaba eziku-inthanethi.
Ukuze udale ishadi, udinga nje ukufaka idatha yakho bese ukhetha uhlobo lweshadi. Benza isiqiniseko sokuthi ishadi ozolifaka ngemuva kokuthunyelwe kwakho lihle, liyaphendula, futhi liyasebenzisana.
I-Datawrapper uhlelo lokusebenza lomthombo ovulekile lokudala ukubonwa okusebenzisanayo. Ungasebenzisa lolu hlelo ukuze ulayishe i-CSV (amafayela edatha ahlukaniswe ngokhefana) futhi ushumeke amamephu kuwebhusayithi yakho.
Kulula ukuyisebenzisa futhi ayidingi ukubhala ngekhodi okubalulekile noma isipiliyoni sokuklama.
Izici Key
- Ungasebenzisa leli thuluzi ukuze uxhume ukubonakala kwakho ku-Google Sheet.
- I-Datawrapper ingasetshenziswa kunoma iyiphi idivayisi.
- Ungashintsha ukubukeka kohlelo lokusebenza ngaphandle kokwengeza noma iyiphi ikhodi.
- Ingelinye lamathuluzi amakhulu wamahhala okubona idatha okwenza amamephu, amashadi, namathebula.
- I-Datawrapper iyahambisana neLinux, Mac, kanye nezinhlelo zokusebenza zeWindows.
Zamanani
Qala ukwenza ukubonwa ngaso leso sikhathi ngezinketho eziqinile zamahhala nezeprimiyamu.
- Ngokwezifiso: $599/ngenyanga noma $5990/ngonyaka.
- Ibhizinisi: Intengo ngesicelo.
14. Ngobuhle
I-Plotly iyi-open-source Python graphing package ekahle kakhulu ekudaleni izethulo ezibukekayo nezisebenzisanayo. Kuyithuluzi elihle kakhulu lokuhlonza amaphethini kudathasethi ngaphambi kokungena kuwo Ukufunda komshini amamodeli.
Ungakha izinhlelo zokusebenza zewebhu zokuhlaziya ngaleli thuluzi. Ungathekelisa amafayela e-HTML nezithombe kusuka embikweni usebenzisa lolu hlelo lokusebenza.
Izinto zegrafu ye-Plotly ziyi-interface esezingeni eliphezulu okulula ukuyisebenzisa. Ingakwazi ukukhiqiza amagrafu amaningi namashadi njenge-scatter plots, amashadi emigqa, amashadi ebha, iziqephu zamabhokisi, ama-histograms, amashadi ophayi, njalonjalo.
Izici Key
- Ungathola ngokushesha inhlobonhlobo ebanzi yamashadi nezakhiwo.
- Ungakha isitayela sakho samatimu.
- Inokusebenza kokudonsa nokuwisa.
- Ngaphandle kokubhala umugqa owodwa wekhodi, ungakha izibalo zekhwalithi yokushicilela usebenzisa lolu hlelo lokusebenza.
- I-Plotly ingafakwa kunqubo ekhona yenkampani yakho.
Zamanani
Yebo, ungasithola isilingo mahhala, futhi umdayisi akalidaluli inani. Kufanele uxhumane nabasebenzi.
15. I-Cluvio
I-Cluvio iyindlela ehlakaniphe kakhulu yokuxhumana nokuxoxwa kwezindaba okuqhutshwa idatha. Le nkundla, enikwa amandla yi-SQL kanye ne-R, ihlanganisa amandla okuhlaziya nokubonwayo okumangalisayo kanye nesixhumi esibonakalayo esisebenziseka kalula.
I-Cluvio iyinkundla yokuhlaziya idatha esekelwe emafini eklanyelwe ukusiza amabhizinisi amancane naphakathi nendawo ukuthi akhulise inani ledatha yawo futhi bathole imininingwane ezobasiza ekwenzeni izinqumo zebhizinisi eziphusile futhi baqondise ifemu yabo empumelelweni.
Ikuvumela ukuthi uhlaziye idatha yakho usebenzisa i-SQL kanye ne-R ulimi lohlelo ukuze uthole imininingwane esetshenziswa isistimu njengesisekelo samadeshibhodi amahle, asebenzisanayo afinyelelekayo futhi abukeke kuyo yonke inhlangano yakho.
Izici Key
- Izoncoma ngokuzenzakalelayo indlela yokubona idatha ngendlela yeshadi.
- I-Cluvio ingakusiza ukuthi uguqule idatha yakho eluhlaza ibe amashadi ochwepheshe ahlukahlukene namagrafu.
- Ungakwazi ukwabelana ngedeshibhodi namakhasimende kanye nosebenza nabo.
- Ungakwazi ukuchaza izexwayiso ze-SQL kanye nesimo ofuna ukwaziswa ngaso.
- Ungakwazi ukuhlunga amadeshibhodi amaningi ngokusekelwe kunoma iyiphi ingxenye yedatha yakho.
- Ama-imeyili anezinanyathiselwa angaqukatha imibiko.
Zamanani
I-Cluvio ihlinzeka ngesigaba samahhala namanye amazinga amathathu eprimiyamu ashiwo ngezansi:
- Pro: $ 279 / ngenyanga
- Ibhizinisi: $ 669 / ngenyanga
- Ibhizinisi: $2250+/ngenyanga(ikhokhiswa ngonyaka)
16. I-Zoho Analytics
Ngamaminithi, ungakwazi ukuhlaziya idatha yakho, ukhiqize izithombe ezibukwayo zedatha, futhi uthole imininingwane efihliwe nge-Zoho Analytics, i-BI yokuzisiza kanye nenkundla yokuhlaziya idatha.
Idatha evela emithonjeni eminingi ingase ihlanganiswe ukuze udale ukubonwa kwedatha ye-multidimensional okukuvumela ukuthi ubheke idatha yenkampani yakho ngemibono eminingi.
Ungathintana no-Zia, umsizi ohlakaniphile odalwe Nobuhlakani Bezokwenziwa, Ukufunda Ngomshini, Nokucutshungulwa Kolimi Lwemvelo, uma unemibuzo.
I-Zoho Analytics ikuvumela ukuthi wabelane noma ushicilele imibiko yakho nozakwenu, futhi ubeke amazwana futhi ujoyine izingxoxo njengoba kudingeka. Amafayela angathunyelwa nganoma iyiphi ifomethi, okuhlanganisa i-Spreadsheet, i-MS Word, i-Excel, i-PPT, i-PDF, nezinye.
Futhi ikuvumela ukuthi wabelane noma ushicilele imibiko yakho nozakwenu, futhi ubeke amazwana noma uhlanganyele ezingxoxweni njengoba kudingeka.
Izici Key
- Thola idatha yakho ihlolwe emithonjeni yedatha engaphezu kuka-250+, noma ngabe ikuphi.
- Hlanza, lungisa, futhi ucebise idatha yakho eluhlaza ukuze uthole ukuhlaziya okulula nokunembe kakhudlwana.
- Sika futhi uhlukanise idatha yakho, bese uyihlola ngokubuka usebenzisa amathuluzi ahlukahlukene okubuka.
- Thuthukisa ukuhlaziywa kwedatha yakho ngobuhlakani bokwenziwa (AI), ukufunda komshini (ML), nokucubungula ulimi lwemvelo kanye nokwenza (NLP/G) ukuze uthole imininingwane esheshayo kudatha yakho.
- Amafoni namathebulethi angafinyelela futhi ahlanganyele nedatha yakho, imibiko, namadeshibhodi.
Zamanani
I-Zoho Analytics inikezela ngesivivinyo samahhala sezinsuku eziyi-15 esinezigaba ezine zokubhaliselwe zamafu.
- Isisekelo: $960 (ekhokhwa minyaka yonke) noma i-$1,200 (ekhokhwa nyanga zonke)
- Okujwayelekile: Ikhokhisa u-$1,900 (ikhokhwa ngonyaka) noma i-$2,400 (ikhokhwa nyanga zonke)
- I-Premium: $4,200 (ikhokhwa minyaka yonke) noma i-$5,200 (ikhokhwa nyanga zonke)
- Ibhizinisi: $15,850 (ikhokhwa ngonyaka) noma $19,700 (ikhokhwa nyanga zonke)
17. Izibalo ze-IBM Cognos
I-IBM Cognos Analytics iyinkundla ye-BI eqhutshwa ubuhlakani bokwenziwa ekuqondisa kuyo yonke inqubo yezibalo, kusukela ekutholakaleni kuya ekusetshenzisweni. Noma ubani ebhizinisini lakho angafinyelela, ahlole, futhi abelane ngemininingwane engenzeka mayelana nedatha yabo.
Ungasebenzisa i-IBM Cognos Analytics nanoma unobungcweti obuncane noma ungenabo ngezibalo zedatha njengoba ikuhumushela idatha futhi inikeza imininingwane engasebenza ngesiNgisi esilula.
I-Cognos Analytics isebenzisa i-AI ukuthola amathrendi kudatha yakho obungawazi, kanye nokukhiqizwa kolimi lwemvelo ukuze kudluliselwe leyo mininingwane kuwe. Ungase futhi wabelane ngedatha yakho efwini nabanye abantu futhi uthumele izithombe nge-imeyili noma nge-Slack.
Ungase futhi ungenise idatha isuka kumaspredishithi, ifu, amafayela e-CSV, noma izizindalwazi ezisendaweni, futhi uhlanganise imithombo yedatha efanelekile ube imojula yedatha eyodwa.
Izici Key
- Idatha ye-CSV ne-Excel ingangeniswa. Xhuma ezindaweni ezikhona noma emithonjeni yedatha yamafu njengezizindalwazi ze-SQL, i-Google BigQuery, i-Amazon Redshift, neminye.
- Ukulungiswa kwedatha okusizwa yi-AI kongela isikhathi sokuhlanza idatha yakho.
- Dala amadeshibhodi ahehayo, aguqukayo emizuzwini embalwa. Ukuze wakhe ihluzo ezikhiqizwe ngokuzenzakalela, vele uhudule bese uphonsa izinto zokwakha.
- NgesiNgisi esiqondile, buza umsizi we-AI umbuzo, futhi impendulo izovela emdwebeni.
Zamanani
I-IBM Cognos Analytics inikeza isivivinyo samahhala sezinsuku ezingama-30 nezinye izigaba ezintathu zokubhaliselwe.
- Lapho kudingeka: Iqala ku-$10
- Ku-Cloud Hosting: Iqala ku-$5
- Iklayenti elisingathwe: Iqala ku-$5
18. SAP Analytics Cloud
I-SAP Analytics Cloud isebenzisa ubuhlakani bebhizinisi namathuluzi okuhlaziya idatha ukuze ikusize uhlole idatha yakho futhi udale ukubonwa ukuze ubikezele imiphumela yebhizinisi.
Iphinde ikunikeze amathuluzi wokumodela asesikhathini samanje, akusiza ngokukuxwayisa ngezinkinga zedatha ezingaba khona kanye nokuhlukanisa amamethrikhi edatha ahlukahlukene nobukhulu. I-SAP Analytics Cloud iphinda income i-Smart Transformations kudatha, ephumela ekubukeni okuthuthukisiwe.
Idatha ingatholwa ku-Microsoft SQL, izinhlelo zokusebenza ze-ERP, ne-Salesforce. Ukuze unike amandla ukuhlela okubikezelwayo, abasebenzisi bebhizinisi bangahlanganisa idatha, basebenzise ukutholwa kwedatha, ukubikwa kwe-ad hoc, nokuhlaziya.
Ithuluzi le-SAP Analytics liguqula idatha eluhlaza isuka ohlelweni lokuthengiselana ibe ulwazi oluwusizo ukuze kwenziwe izinqumo ezithuthukisiwe.
Izici Key
- Ukuhlelwa kwezezimali kanye nebhizinisi okuhlanganisiwe.
- Umshini Wamandla Wokuthola Idatha ukuze ufunde.
- Isandiso seselula se-iPhone/iPad sokuxhumana nosebenza nabo.
- Kusetshenziswa amawijethi angokwezifiso.
- Ukukhuhla idatha okuzenzakalelayo.
- Ukumodela okuqagelayo.
Zamanani
I-SAP Analytics Ihlinzeka ngenguqulo yesilingo yezinsuku ezingama-30 nezinye izinguqulo ezimbili zokubhaliselwe.
- Business Intelligence: $2624/umsebenzisi/ngenyanga.
- Ukuhlela: Inani ngesicelo.
19. Bheka
I-Looker iwuhlelo oluqinile lwe-business intelligence (BI) olungasiza inkampani ekuthuthukiseni izinto ezibonwayo ezihlakaniphile. Inomsebenzi osebenziseka kalula, isekelwe kusiphequluli ngokuphelele (asikho isidingo sezinhlelo zokusebenza zedeskithophu), futhi ivumela ukusebenzisana kwedeshibhodi.
Ungakha amadeshibhodi asebenzisanayo naguqukayo, ushejule futhi uhambise umbiko ngokuzenzakalelayo, usungule imingcele yesexwayiso yangokwezifiso, nezibalo ezihlanganisiwe zokusebenzisa.
Ngokusebenzisa noma yiliphi ithuluzi, ukubonwa kwedatha kungase kwabelwane nawo wonke umuntu. Ungakwazi nokuthekelisa lawa mafayela nganoma iyiphi ifomethi ngokushesha. Futhi isekela ukuxhumana ne-Redshift, Snowflake, BigQuery, kanye nezilimi zesigodi ze-SQL ezingaphezu kuka-50, okukuvumela ukuthi uxhume kusizindalwazi esiningi ngaphandle kobunzima.
Izici Key
- Lolu hlelo luhlinzeka nge-API yesimanje yokuhlanganisa ukuhamba komsebenzi.
- I-Looker yenza kube nokwenzeka ukuhlanganisa izinhlobo eziningi zamashadi.
- Amathebula angasetshenziswa ukukhombisa idatha kusetshenziswa amanani amancane.
- Umuntu ngamunye noma amaqembu angahlungwa ngokushintshashintshayo.
- Inedeshibhodi yokuhlaziya idatha ejulile.
Zamanani
Ababheki banikeza idemo yamahhala, kodwa izintengo azishicilelwa esidlangalaleni; ungaxhumana nethimba ukuze uthole amanani.
20. I-Klipfolio
I-Klipfolio iyifemu yezobunhloli bebhizinisi yaseCanada enikeza ezinye zezixazululo ezinkulu kakhulu zokubona idatha ezitholakalayo. Usebenzisa izixhumi, ungafinyelela idatha yakho ezinkulungwaneni zemithombo yedatha ehlukahlukene njengamaspredishithi, izizindalwazi, amafayela, nezinhlelo zokusebenza zezinsizakalo zewebhu.
Iphinde ikuvumela ukuthi wakhe ukubonwa kwedatha okuhlukile kokudonsa bese uphonsa ngokukhetha ezinhlotsheni ezihlukahlukene ezifana namashadi, amagrafu, iziqephu zokuhlakaza, njalonjalo.
Leli thuluzi lenze izinkulungwane zabaphathi bezinkampani namathimba abo ukuthi benze izinqumo ezingcono, ezizethembayo. I-Klipfolio inamathuluzi okwenza izibalo eziyinkimbinkimbi ezisiza ukubhekana nezinselele ezinzima zedatha.
Izici Key
- Ngobuchwepheshe bedeshibhodi obudalula ama-KPI abalulekile kuqala, buvumela ukwenziwa kwezinqumo okusheshayo nokungcono okuqhutshwa idatha.
- Usebenzisa umklamo olula ongemuva, ungalayisha ngokushesha futhi uhlaziye idatha ngamadeshibhodi - akukho ukuhlela okudingekayo.
- Amadeshibhodi esikhathi sangempela nemibiko inikeza ukubonakala kudatha yebhizinisi futhi ikusiza uqonde ukuthi inkampani ikuphi.
- Inkundla ifinyeleleka ngohlelo lokusebenza lwendabuko lwe-iOS, namadivayisi eselula e-Android, kanye neziphequluli ze-inthanethi.
Zamanani
I-Klipfolio inikeza isigaba samahhala esinamanye ama-tier amathathu okubhaliselwe.
- Ngaphezu kwalokho: $99/ngenyanga(ikhokhwa njalo ngonyaka) noma i-$142/ngenyanga(ikhokhwa nyanga zonke).
- I-Pro: $249/ngenyanga(ikhokhwa njalo ngonyaka) noma i-$349/ngenyanga(ikhokhwa nyanga zonke).
- Ngokwezifiso.
Isiphetho
Ukubona ngeso lengqondo idatha kuyisihluthulelo sokuthola imininingwane ephusile ukuze uthuthukise ukwenza kwakho izinqumo ezihlobene nemikhiqizo yakho, amasevisi, noma ezinye izici ezibalulekile zebhizinisi lakho.
Amathuluzi engiwethule kulesi sihloko amanye angcono kakhulu anikeza izixazululo ezinamandla zokubuka. Abaningi bakhululekile ngokuphelele ukusebenzisa noma beze nomkhondo wamahhala namathuluzi amahle kakhulu okuqala ngokubonwa kwedatha.
Bazame bese ukhetha leyo ngokusekelwe kuzici ezisebenzela wena!
uNowa
Siyabonga ngalokhu kubuka konke kwamathuluzi okubonisa idatha. Kuhle ukuthi amanye amathuluzi angasetshenziswa mahhala. Ngizozama amathuluzi wamahhala kuqala!
Kuhunyushwe kusukela ku-:
Vielen Dank für dieese Übersicht von Datenvisualisierungstools. Super, dass einige Amathuluzi kostenlos verwendet werden können. Ich probiere erstmal die kostenlosen Tools noma!