Ezweni lezezimali, kubalulekile ukuqonda izitayela ezimakethe zamasheya kanye nokusebenza kwamasheya ukuze kwandiswe imbuyiselo ekutshalweni kwezimali.
Ukuze uqonde kangcono lawa mathrendi, abatshalizimali kufanele bafunde idatha yemakethe yendabuko, efana namanani, kanye nedatha enikezwe imithombo engajwayelekile eyaziwa ngokuthi enye idatha.
Enye idatha inikeza umthamo omkhulu wolwazi okufanele luhlaziywe okusiza abatshalizimali bathuthukise ukuqagela kwabo.
Lokhu kungase kuhlanganise idatha yokwenziwe yekhadi lesikweletu, idatha yedivayisi yeselula, idatha yenzwa ye-inthanethi Yezinto (IoT), ukubuyekezwa komkhiqizo, idatha yesimo sezulu, ithrafikhi yewebhu kanye nedatha yokusetshenziswa kohlelo lokusebenza.
Lesi sihloko sidlula umbono wedatha ehlukile futhi siklelisa phansi enye idatha eyisikhombisa ephezulu ehlinzeka ngezinkundla, izici zayo, okuhle, okubi, kanye nentengo ukuze ikusize ukukhethele inkundla engcono kakhulu!
Yini Abahlinzeki Bedatha Abahlukile
Njengoba enye idatha inamandla (ibuyekeza zonke izikhathi ezisheshayo) futhi ingaveli emithonjeni evamile, abatshalizimali bezezimali bangase bakuthole kunzima ukulandelela nokuthola le datha.
Ngokuqonda lobu bunzima, kuye kwasungulwa inani lezinkampani ezihlinzeka ngamathuluzi adingekayo nezinkundla zokuthola ngisho nokuhlaziya enye idatha.
Inani lezinkampani ezihlinzeka ngale sevisi likhule kakhulu eminyakeni yamuva.
Izinkundla Eziyi-7 Ezihamba Phambili Ezihlinzeka Ngedatha
1. I-Thinknum
Mayelana
I-Thinknum ingumhlinzeki ohamba phambili emhlabeni weminye imininingwane yedatha. Le nkundla yewebhu ivumela abatshalizimali ukuthi bathole imibono yokutshala imali eqhutshwa yidatha ngokuqapha amawebhusayithi ezinkampani zomphakathi nezizimele ezingaphezu kwezinkulungwane ezingamakhulu amahlanu emhlabeni wonke nsuku zonke.
I-Thinknum isithuthukisiwe Ukuhlakanipha okungekhona okwangempela (AI) ama-algorithms ahlaziya idatha yenkampani ngesikhathi sangempela, ukulandelela ukufakwa kuhlu kwemisebenzi, izibalo ezihamba phambili, ukuheha kwenkundla yezokuxhumana, imizwa yabasebenzi, intengo yomkhiqizo nezindawo zesitolo ukuze kudalwe amadathasethi ahlelekile angaphezu kuka-35 atholakala kungxenyekazi yabo.
Izici
- Ilandelela ukunyakaza kwamasu ezinkampanini, okuhlanganisa izikhundla ezitholakalayo nemikhiqizo ehambayo
- Kufaka phakathi amamethrikhi okuhlola ukusebenza kwenkampani
- Ihlinzeka ngenkundla yesofthiwe esebenziseka kalula esiza ngokushesha ukuthola imininingwane ngaphandle kokuhlupheka
- Abasebenzisi bangakha futhi babelane ngemibuzo emizuzwini embalwa besebenzisa amathuluzi anembile anikezwe inkundla
- Inikeza ukubona ngemininingwane izici zemininingwane esheshayo ezihlanganisa amamephu alungiselelwe kusengaphambili, amashadi namafu egama
- Inkundla ivumela abasebenzisi ukuthi bahlele izexwayiso ezisebenza ngokuskena amaphuzu edatha ezigidini zezinkampani futhi bathole ama-imeyili lapho amamethrikhi afanelekile edlula imikhawulo ebalulekile.
- Inkundla futhi ifaka amawijethi afaka amamephu akhona, amashadi, amafu wamagama, nokunye okubukwayo. Abasebenzisi bangaphinda baklame amawijethi angokwezifiso, abuka idatha ngendlela abafuna ngayo
buhle
- Abasebenzisi bangahlola idathasethi ezinkampanini ezihlukene ezingaphezu kwezinkulungwane ezingamakhulu amahlanu
- Inkundla yesoftware esebenziseka kalula evumela abasebenzisi ukuthi badale imibuzo ngokushesha ngaphandle kokulinda ukuqondiswa konjiniyela
- Isici sezaziso sivumela amakhasimende ukuthi asethe izexwayiso ukuze aqinisekise ukuthi angabokuqala ukwazi lapho amaphuzu athile edatha eshintsha.
- Inkampani ikhomba imikhondo yedatha yesikhathi sangempela isebenzisa amasu athuthukile okufunda ngomshini ukuze inikeze imininingwane yedatha esebenza ngokuqondile.
- Izinkampani eziningi ezisungula izinto ezintsha, amafemu okutshala izimali namanyuvesi asebenzisa i-Thinknum Alternative Data
bawo
- I-Thinknum iqondise izinkampani ezinkulu noma amafemu ngakho-ke ayinaki kakhulu izinkampani ezisafufusa noma ezisafufusa
- Isevisi yosekelo lwekhasimende ayibandakanyi ummeleli ongu-24/7, ucingo, noma amasevisi e-FAQ. Kunalokho kukhawulelwe kuma-imeyili.
- Ihlinzeka ngenketho eyodwa kuphela yentengo engenazo ezinye izinhlelo zokukhokha.
Zamanani
Izindleko ze-Thinknum $16800.00 ngonyaka ngokusetshenziswa komkhiqizo ngaphansi kwemodeli yentengo 'yezinga eliphansi'. Abahlinzeki ngenguqulo yamahhala kodwa benza nikeza inguqulo yedemo yesilingo samahhala. Ungahlola inguqulo yedemo lapha.
2. Yewno Edge
Mayelana
Isixazululo sedatha esihlukile se-Yewno sigxile ekudaleni amagrafu olwazi aphelele i-hedge funds kanye nabaphathi bempahla.
Lawa magrafu asiza ukudweba ukuxhumana phakathi kwamaphoyinti edatha ezindaweni ezahlukahlukene ezihlukile.
Inkampani iqoqa ulwazi olusuka kudatha yomphakathi nemicimbi, bese idluliswa ngobuhlakani bayo bokwenziwa ukuze inike amandla ochwepheshe bezezimali abanemininingwane engenzeka ngezihloko ezifana ne-ESG, i-Patent Analytics, amasiginali we-alpha ahlukile, nokunye okuningi.
Ukusebenzisa inkundla ye-'Edge' ka-Yewno, izinkampani zingafinyelela emikhiqizweni eminingi eyigugu, ene-AI-augmented nezisombululo, okuhlanganisa amanye amaphakheji wedatha, ama-API namasu enkomba.
Izici
- Ihlinzeka ngemiphumela yemizwa njengemethrikhi yokusebenza enokwethenjelwa yedatha yomlando nemicimbi
- Isebenzisa amasiginali we-Alpha AI-Powered ukwembula amathuba okuhweba nsuku zonke
- Inikeza isici sohlu lokubuka esikuvumela ukuthi uqaphe intengo, izinguquko, ububanzi kanye nomuzwa wanoma yisiphi isitoko
- Inkundla ihlinzeka ngezici zokwakha amasu okuhlanganisa nokuvumela abasebenzisi ukuthi baqhube ngokushesha izifundo zokungenzeka emibonweni yokutshala imali
- Izici zokuhlaziywa kobuchwepheshe zivumela abasebenzisi ukuthi bakhombe amathuba okuhweba kumathrendi amanani
- Ihlinzeka kanye nokuphakelayo kwezindaba okunamandla e-AI okuhlanganisa izindaba ezifanele nezixhumanisi eziya kumadokhumenti angempela agqamisa amathuba okutshala imali
- Isici sokuchayeka komqondo sivumela abasebenzisi ukuthi baseshe isitoko esithile futhi babone ukuthi yimaphi amagama esihlotshaniswa nawo kakhulu. Isibonelo, i-'Apple' ihlotshaniswa namagama afana ne-'iPhone,' 'laptop' kanye 'ne-M1 Pro'.
- Ihlinzeka ngamaphrofayela enkampani avumela abasebenzisi ukuthi bangene bajule futhi bahlole idatha eyisisekelo yenkampani. Iphinde inikeze igrafu ebonisa abahlinzeki abaphezulu abahlanu namakhasimende aphezulu amahlanu enkampani
buhle
- Ihlinzeka ngemininingwane ebalulekile kumaphrofayili enkampani nezimboni ezivela ezigidini zemibhalo
- Kufaka phakathi izici ezithuthukisiwe ze-AI ezihlaziya amanani amakhulu edatha ngendaba yamaminithi!
- Ihlanganisa ngokushesha imizwa yedatha evela ezigidini zamaphoyinti edatha
- Isiphakeli sezindaba esinikwe amandla yi-AI sihlinzeka ngokuphakelayo okwenziwe ngokwezifiso komsebenzisi kolwazi olufanele, ukugwema ukugcwala kolwazi
- Sesha izinkampani ngomqondo, umkhiqizo, noma ubuchwepheshe
bawo
- Ayikho inketho yeselula etholakalayo okwamanje
- Inkundla ibhekwa njengebiza kakhulu uma iqhathaniswa nabanye abahlinzeki besevisi abafanayo
- Inkundla ingahamba kancane ukulayisha idatha
Zamanani
I-Yewno inikezela ngezinhlelo ezintathu zokukhokha ezisetshenziswayo nezici ezahlukahlukene.
Abasebenzisi kufanele bakhokhe u-$59 ngomsebenzisi ngamunye ngenyanga noma bangafinyelela inguqulo yesilingo yamahhala yezinsuku eziyi-14 lapha, ngezici Eziyisisekelo ezihlanganisa:
- Isibonisi
- Ama-Movers aphezulu
-
General News
-
Profile Company
-
Ukushaja Okuthuthukile
-
Ukuhlaziya Technical
Abasebenzisi kufanele bakhokhe u-$149 ngomsebenzisi ngamunye ngenyanga noma bangafinyelela inguqulo yesilingo yamahhala yezinsuku eziyi-14 lapha, ngezici ze-Premium. Lokhu kufaka phakathi zonke izici Eziyisisekelo kanye nenani lezici ezengeziwe ezihlanganisa:
- Umakhi Wesu
- Isikrini sesitoko
- Ukuthuthuka Okusemqoka
- Iphothifoliyo Exposure
- Concept Exposure
- Ukuvezwa Kwezwe
- Ukuvezwa Kwelungelo Lobunikazi
- Amaphakheji wedatha
- Ukuhlaziya Esiyinhloko
- Imibhalo Esemthethweni
Abasebenzisi kufanele bathinte u-Yenwo ukuze bathole uhlelo lokukhokha lwezici zobuchwepheshe. Lokhu kungenziwa lapha. Lokhu kuhlanganisa zonke izici Eziyisisekelo ne-Premium kanye nezengezo ezimbalwa ezihlanganisa:
- Ukusesha Idokhumenti
- Igrafu yolwazi
3. I-Quiver Quantitative
Mayelana
I-Quiver Quantitative ingenye yedatha ehlinzeka ngenkundla enikeza ochwepheshe amathuluzi abawadingayo ukuze benze izinqumo ezingcono ngokukhipha enye idatha yesitoko ku-inthanethi yonkana futhi bayihlanganise ibe kudeshibhodi yewebhu yamahhala, okulula ukuyisebenzisela.
Isiza sihlanganisa amasethi edatha ahlelwe kahle adlula ukunxenxa izinkampani, ama-visa omsebenzi, izinkontileka zikahulumeni, ukubukwa kweWikipedia nokunye okuningi.
Izici
- Kufaka phakathi amaqoqo edatha ahlukahlukene afaka ukuhweba kwesenethi, ukuhweba ngendlu, Wikipedia ukubukwa kwekhasi kanye Nezinkontileka Zikahulumeni
- I-AI ethuthukisiwe ecubungula izigidigidi zamaphoyinti edatha ukuze idale inqwaba yamamethrikhi angasebenza
- Isebenzisa izici Zedatha Enkulu ukuze uthole umkhawulo emakethe
- Abasebenzisi bangasebenzisa inkundla ukuze bathengise idatha yabo ehlukile yanoma yisiphi isitoko abathanda kuso
buhle
- Izinketho zokuhweba zeSenethi nezeNdlu zivumela abasebenzisi ukuthi bafunde ukuthi yiziphi izishayamthetho zase-US ezithenge noma zathengisa amasheya esitoko esithile
- Abasebenzisi bangabuka inombolo yamasheya athengwe futhi adayiswa abantu ngaphakathi kwenkampani ethile
- Inkundla iyatholakala kwideskithophu kanye namadivayisi eselula
bawo
- Uhlelo lokusebenza lweselula lubikwe njengeliyiphutha
Zamanani
Inkundla ye-Quiver Quantitative imahhala ukuyisebenzisa futhi iyatholakala lapha.
4. I-S & P Global
Mayelana
I-S&P Global ingumsunguli owaziwayo kwezobuhlakani bemakethe, ehlinzeka ngomthombo wesikhungo wedatha ehlukile eyenzelwe abatshalizimali abangochwepheshe kanye nabaphathi be-hedge fund. I-S&P Global inikeza abasebenzisi imininingwane ngebanga lamathuluzi ukusiza ukushayela izinqumo zokuhweba.
Inkampani isebenzisa kabanzi izinto eziqanjiwe ze-AI ezihlanganisa idatha kusuka emashumini eminyaka okuqeqeshwa kuya emibonweni.
Izici
- Isixazululo sedatha esihlukile se-S&P Global sihlanganisa izibalo zenxanxathela yezitolo, ukuchezuka kwethrafikhi, ulwazi ngezithombe zesathelayithi, nokunyakaza kwempahla.
- Kufaka phakathi isitholi somkhiqizo esisebenzisanayo ukuze kutholwe amasethi edatha afanelekile nezisombululo kuye ngokuthandwa ngumsebenzisi
buhle
- Ihlinzeka ngezixazululo zedatha eziqinile kanye namashaneli okusabalalisa avumelana nezimo
- Ubuchwepheshe obuguquguqukayo bokuthuthukisa ukuhlaziya okuphathelene nokuthola amaphethini okuthandwayo okuhlukile komsebenzisi
bawo
- Inkundla egxile enkampanini kanye namanani entengo ayenza ingafaneleki kubasebenzisi abangabodwana
Zamanani
Izindleko ze-S&P Global $5,000.00 inkampani ngayinye ngonyaka ngendlela yokubhalisa. Ungahlola inguqulo yedemo lapha.
5. I-AlphaSense
Mayelana
I-AlphaSense ingomunye umhlinzeki wedatha ohlinzeka ngosesho olunamandla lwe-AI oluthuthukisiwe nolwazi lokutholwa kwedatha kubatshalizimali nabasunguli ngokufanayo.
Besebenzisa le nkundla, abasebenzisi bangathola ukufinyelela emithonjeni eminingi yedatha yebhizinisi eliphambili, ucwaningo lwabathengi, ukufakwa kwe-Securities and Exchange Commission (SEC), namajenali ezohwebo/zezindaba.
Izinkampani nezikhungo zezezimali ezingaphezu kuka-1,600 njengamanje zisebenzisa i-AlphaSense ukuze ziqoqe idatha yezidingo zamasu zokwenza izinqumo.
Izici
- Ihlinzeka ngemithombo yedatha yebhizinisi eyi-premium engaphezu kuka-10,000, okuhlanganisa ucwaningo lwabathengi, imibhalo, ukufakwa kwe-SEC, izindaba namajenali ezohwebo
- Abasebenzisi nabo bazokwazi ukufinyelela I-NLP kanye nobuchwepheshe bokusesha be-AI ukuthola amaphuzu edatha afaneleka kakhulu ekusebenziseni kwawo
- Inkundla ivumela ukuhlehlisa ukugeleza komsebenzi wocwaningo ngezichasiselo, ukumodela, namakhono okwabelana
- Iyakwazi ukubona izigidi zemigomo yezezimali kanye nomqondo ofanayo
buhle
- Inkundla yocwaningo ivumela abasebenzisi ukuthi baqaphe izimbangi kanye nontanga besebenzisa izexwayiso ezihlakaniphile ezinikwe amandla yi-AI
- Izichasiselo, ukusika, namandla okwabelana ngocwaningo asiza ukonga isikhathi futhi akhulise ukusebenza kahle
bawo
- Izintengo azikho ohlwini kuwebhusayithi
- Ukuntuleka kokusekelwa kwamakhasimende
Zamanani
Intengo yale nkundla iyatholakala uma uyicela. Ungacela inguqulo ephelele lapha noma usebenzise inguqulo yedemo yamaviki ama-2 lapha.
6. Kantar
Mayelana
I-Kantar inikeza ochwepheshe bezezimali nezinkampani ithuba lokuthola isithombe esigcwele sokuguquguquka kwemakethe emikhakheni eyahlukene eyahlukene.
Le ndawo ezinikele yenye idatha nokutholwa ivumela abasebenzisi bayo ukuthi bahlale ngaphambi komncintiswano ngemininingwane efundisayo ngezimakethe abazithandayo.
Izici
- Inkundla ihlanganisa izici ezibanzi zokulinganisa ukuze uqhathanise ukusebenza kwenkampani nalokho kwezimbangi
- Isekela isici senhlolovo yeselula
- Kubandakanya ukubika, ukuhlaziya kanye nokuhlaziywa kwezibalo
- Inikeza abasebenzisi umakhi wenhlolovo kanye nezinketho zokuphatha isampula yenhlolovo
- Ipulatifomu isekela idatha yomsindo, yesithombe kanye nevidiyo
buhle
- Ivumela izinkampani ukuthi zakhe ukubika kweleveli enkulu okwenzelwe izidingo zazo ngezibuyekezo zamahora angama-24, okusho ukuhamba kwedatha okungaguquki.
- Inikeza ukwesekwa kolwazi ngeziteshi eziningi, kanye nolwazi lokusebenza oluvela kubathengi abangaphezu kuka-100,000
bawo
- Ipulatifomu inzima ukuyisebenzisa futhi ayisebenziseki kakhulu
Zamanani
Ihlinzeka ngokubhaliselwe kwezinyanga eziyi-12 ngentengo engu-$995.00; ungathola lokhu lapha. I-Kantar futhi inikeza inguqulo yedemo ongayicela lapha.
7. I-Quandl
Mayelana
I-Quandl inikezela ngokuhlaziywa kwedatha okukhethekile kanye nokuhlanganisa, enikeza amabhizinisi nabantu ngabanye bezezimali ukufinyelela ekukhetheni okubanzi kwemininingwane yezinkampani ezizimele. Lokhu kufaka phakathi izilinganiso zokuthengiswa kwezimoto, izibalo zokuqashwa, imibiko yokukhiqiza, namaphethini okusetshenziswa kwemali kwebhizinisi.
I-Quandl iqoqa, ihlole, futhi ikhiqize amafa edatha abalulekile kubatshalizimali bezezimali futhi ivumela abasebenzisi bayo ukuthi basebenze nethimba lezokuthengisa elizinikele ukuze banqume uhlobo lwemininingwane yedatha ezoshayela amathuba angcono kakhulu okutshala imali.
Izici
- Inkundla inikezela ngeqoqo elikhulu lamadathasethi angaphezu kwezigidi ezingama-20 abuyekezwa masonto onke
- Inkundla ihlanganisa izici ezihlukanisayo futhi zicubungule kusengaphambili idatha evela kumasethi edatha anikeziwe
- Ipulatifomu ivumela abasebenzisi ukuthi bathengise idatha yabo futhi
buhle
- Wonke amasethi edatha ayatholakala ukuze alandwe ngokushesha kunoma iyiphi ifomethi ekhethwayo
- Wonke amasethi edatha ku-Quandl atholakala nge-API efanayo, kungakhathaliseki ukuthi ubani oshicilele idatha ekuqaleni noma ngayiphi ifomethi.
- Wonke amasethi edatha atholakala kalula, asebenza nawo, avuliwe futhi asobala
- I-Quandl ihambisana nezinhlelo eziningi ezihlanganisa i-Excel, i-Python, i-R, i-Ruby ne-MATLAB
- Ezinye izingxenye ze-Quandl zimahhala futhi zivulekele wonke umuntu
bawo
- Iningi lamasethi edatha angavamile awamahhala
- I-Quandl inikeza inani elilinganiselwe losizo lapho kwakhiwa ukuhlaziya noma ukuthola ulwazi
- Inkundla ayifaki idatha yentengo yesitoko yesikhathi sangempela noma ebambezelekile
- Inkundla ayifaki uhlu lokuvikela oluyinhloko
Zamanani
I-Quandl inikeza kokubili imikhiqizo yamahhala neye-premium.
I-Quandl API imahhala ukuyisebenzisa futhi inikeza ukufinyelela kuwo wonke amasethi wedatha wamahhala.
Abasebenzisi be-Quandl kufanele bakhokhe ukuze bafinyelele imikhiqizo yedatha yeprimiyamu ye-Quandl kanye namanani entengo asuka ku-$35,000 kuya ku-$250,000 ngonyaka kuye ngokubhaliselwe kwedathasethi ofisa ukukuthola. Ungathola okubhaliselwe lapha.
Isiphetho
Manje kufanele ube nombono omuhle mayelana nokubaluleka kwedatha ehlukile ekutshalweni kwezimali, kanye nokuqonda okuthile kubahlinzeki bedatha abahlukile abaholayo, izinkundla zabo, izici namasevisi ahlukene.
Zonke izinkundla ezishiwo zihlome ngezibalo zedatha ezisezingeni eliphezulu kanye nezici ze-AI ukuhlinzeka ngamathuba angcono nangenzeka wokutshala imali esizukulwaneni esisha sezinkampani zokutshalwa kwezimali, amafemu kanye nabantu ngabanye.
Uma uke wazama noma yibaphi kulaba bahlinzeki bedatha abahlukile, sazise mayelana nolwazi lwakho kumazwana.
shiya impendulo