Kwilizwe lezemali, kubalulekile ukuqonda iintsingiselo kwimarike yemasheya kunye nokusebenza kwesitokhwe ukuze kwandiswe imbuyekezo kutyalo-mali.
Ukuqonda ngcono le mikhwa, abatyali-mali kufuneka bafunde idatha yemarike yemveli, efana namaxabiso, kunye nedatha enikezelwe yimithombo engaqhelekanga eyaziwa njengedatha engenye.
Idatha engenye ibonelela ngomthamo omkhulu wolwazi ukuhlalutya okunceda abatyali-mali baphucule uqikelelo lwabo.
Oku kunokubandakanya idatha yentengiselwano yekhadi letyala, idatha yesixhobo esiphathwayo, i-Intanethi yeZinto (IoT) idatha yoluvo, uphononongo lwemveliso, idatha yemozulu, ukugcwala kwiwebhu kunye nedatha yosetyenziso lweapp.
Eli nqaku lidlula ingcinga yedatha engenye kwaye lidwelisa ezona datha zisixhenxe ziphezulu ezibonelela ngamaqonga, iimpawu zabo, izinto eziluncedo, ezimbi, kunye namaxabiso okunceda ukukukhethela elona qonga lilungileyo!
Yintoni abaBoneleli beDatha abangezinye
Ekubeni enye idatha iguquguqukayo (ukuhlaziya yonke into ngokukhawuleza) kwaye ayiveli kwimithombo yendabuko, abatyali-mali bezezimali banokufumana kunzima ukulandelela kunye nokufumana le datha.
Ukuqonda obu bunzima, kuye kwasekwa inani leenkampani ezibonelela ngezixhobo eziyimfuneko kunye namaqonga okufumana kunye nokuhlalutya enye idatha.
Inani leenkampani ezibonelela ngale nkonzo likhule kakhulu kwiminyaka yakutshanje.
IiPlatform eziBonelela ngeDatha ezi-7 ezizezinye
1. Ingcinga
malunga
I-Thinknum ngumboneleli okhokelayo wehlabathi weminye ingcaciso yedatha. Eli qonga lewebhu livumela abatyali-mali ukuba bafumane izimvo zotyalo-mali oluqhutywa lulwazi ngokubeka iliso kwiiwebhusayithi zeenkampani ezingaphezulu kwamawaka amahlanu kawonke-wonke kunye nezabucala kwihlabathi jikelele.
I-Thinknum ihambele phambili Kukubhadla okungeyonyani (AI) i-algorithms ihlalutya idatha yenkampani ngexesha langempela, ukulandelela uluhlu lwemisebenzi, ukubalwa kwentloko, ukutsalwa kweendaba zoluntu, iimvakalelo zabasebenzi, ixabiso lemveliso kunye neendawo zokugcina ukudala ngaphezu kwe-35 yedatha ehleliweyo ekhoyo kwiqonga labo.
Iimbonakalo
- Ilandelela iintshukumo zeqhinga ngaphakathi kweenkampani, kubandakanywa izikhundla ezikhoyo kunye neemveliso ezihambayo
- Ibandakanya iimetrics zokuvavanya ukusebenza kwenkampani
- Ibonelela ngeqonga lesoftware elisebenziseka lula elinceda ngokukhawuleza ukufumana ulwazi ngaphandle kokuphazamiseka
- Abasebenzisi banokwakha kwaye babelane ngemibuzo kwimizuzu nje besebenzisa izixhobo ezicacileyo ezibonelelwa liqonga
- Unika ukubonwa kwedatha iimpawu zokuqonda ngokukhawuleza kuquka iimephu eziqwalaselwe kwangaphambili, iitshathi kunye namafu egama
- Iqonga livumela abasebenzisi ukuba baseke izilumkiso ezisebenza ngokuskena amanqaku edatha kwizigidi zeenkampani kunye nokufumana ii-imeyile xa iimetrics ezifanelekileyo ziwela imida ebaluleke kakhulu.
- Iqonga likwabandakanya amawijethi abandakanya iimephu ezikhoyo, iitshathi, amafu egama, kunye nokunye okubonwayo. Abasebenzisi banokwenza iiwijethi zesiko, ezijonga idatha ngendlela abafuna ngayo
eziluncedo
- Abasebenzisi banokuphonononga iiseti zedatha ezivela kwiinkampani ezingaphezu kwamawaka amahlanu ahlukeneyo
- Iqonga lesoftware elisebenziseka lula elivumela abasebenzisi ukuba benze imibuzo ngokukhawuleza ngaphandle kokulinda isikhokelo sobunjineli
- Inqaku lezilumkiso livumela abathengi ukuba baseke izilumkiso zokuqinisekisa ukuba bangabokuqala ukwazi xa amanqaku athile edatha etshintsha.
- Inkampani yenza isalathiso kwiindlela zayo zedatha yexesha lokwenyani isebenzisa ubuchule bokufunda ngoomatshini ukubonelela ngedatha esebenzayo ngokuthe ngqo.
- Inani leenkampani ezivelisa izinto ezintsha, iifemu zotyalo-mali kunye neeyunivesithi zisebenzisa i-Thinknum Alternative Data.
neengozi
- I-Thinknum ijolise kwiinkampani ezinkulu okanye iifemu kwaye ke inika ingqwalasela encinci kwiinkampani ezisaqalayo okanye abaqalisi
- Inkonzo yokuxhasa abathengi ayibandakanyi ummeli we-24/7, umnxeba, okanye iinkonzo ze-FAQ. Kunokuba iphelele kwi-imeyile.
- Ibonelela ngenketho enye kuphela yamaxabiso kungekho zicwangciso zokuhlawula ezizezinye.
namaxabiso
Iintlawulo ze-Thinknum $16800.00 ngonyaka kusetyenziso lwemveliso phantsi kwemodeli yexabiso 'yezinga elithe tyaba'. Ababoneleli ngenguqulelo yasimahla kodwa benza nikeza idemo yovavanyo lwasimahla. Unokujonga inguqulo yedemo Apha.
2. Yewno Edge
malunga
IYewno enye isisombululo sedatha sigxile ekudaleni ulwazi olupheleleyo lweegrafu ze mali kunye nabaphathi bempahla.
Ezi grafu zinceda ukuzoba unxibelelwano phakathi kwamanqaku edatha kwiindawo ezahlukeneyo ezizodwa.
Inkampani iqokelela ulwazi olusuka kwidatha yoluntu kunye neziganeko, ezithi ke zidluliselwe kubukrelekrele babo bokwenziwa ukuze iingcali zezimali zibe nokuqonda okwenzekayo kwizihloko ezifana ne-ESG, i-Patent Analytics, imiqondiso eyahlukeneyo yealpha, kunye nezinye ezininzi.
Ukusebenzisa iqonga likaYewno 'Edge', Iinkampani zinokufikelela kwiimveliso ezininzi ezixabisekileyo, ezongeziweyo ze-AI kunye nezisombululo, kubandakanywa neepakethe zedatha ezizezinye, ii-APIs kunye nezicwangciso zesalathisi.
Iimbonakalo
- Ibonelela ngenqaku loluvo njengemetric yokusebenza ethembekileyo kwidatha yembali kunye neziganeko
- Isebenzisa i-AI-Powered Alpha imiqondiso ukutyhila amathuba okurhweba yonke imihla
- Ibonelela ngoluhlu lokubukela olukuvumela ukuba ujonge ixabiso, utshintsho, uluhlu kunye novakalelo lwaso nasiphi na isitokhwe
- Iqonga libonelela ngeempawu zokwakha isicwangciso kubandakanya ukuvumela abasebenzisi ukuba baqhube ngokukhawuleza izifundo ezinokwenzeka kwiimbono zotyalo-mali
- Iimpawu zohlalutyo lobuchwephesha zivumela abasebenzisi ukuba bachonge amathuba okurhweba kwiindlela zamaxabiso
- Ibonelela kunye ne-AI-powered news feed equka iindaba ezifanelekileyo kunye namakhonkco kumaxwebhu okuqala abonisa amathuba otyalo-mali
- Inqaku lokuvezwa kwengqikelelo lenza ukuba abasebenzisi bakhangele isitokhwe esithile kwaye babone ukuba yeyiphi na intsingiselo yamagama enxulumene kakhulu nayo. Umzekelo, 'i-Apple' inxulunyaniswa namagama afana 'ne-iPhone,' 'ilaptop' kunye 'neM1 Pro'.
- Ibonelela ngeeprofayili zenkampani ezivumela abasebenzisi ukuba bangene nzulu kwaye baphonononge idatha esisiseko yenkampani. Ikwabonelela ngegrafu ebonisa ababoneleli abahlanu abaphezulu kunye nabathengi abahlanu abaphezulu benkampani
eziluncedo
- Ibonelela ngezimvo ezixabisekileyo kwiiprofayili zenkampani kunye namashishini ukusuka kwizigidi zamaxwebhu
- Ibandakanya izinto eziphambili ze-AI ezihlalutya inani elikhulu ledatha kwimizuzu nje!
- Uqokelela ngokukhawuleza iimvakalelo zedatha kwizigidi zamanqaku edatha
- I-AI-powered newsfeed ibonelela ngokutya okulungiselelwe ngumsebenzisi kolwazi olufanelekileyo, ukuphepha ukugqithiswa kolwazi
- Khangela iinkampani ngombono, imveliso, okanye itekhnoloji
neengozi
- Akukho ndlela yeselula ekhoyo ngoku
- Iqonga lithathwa njengelibiza kakhulu xa lithelekiswa nabanye ababoneleli ngeenkonzo ezifanayo
- Iqonga lingacotha kakhulu ukulayisha idatha
namaxabiso
I-Yewno ibonelela ngezicwangciso ezintathu zokuhlawula ngeendlela ezahlukeneyo zokusetyenziswa kunye neempawu.
Abasebenzisi kufuneka bahlawule i-$ 59 ngomsebenzisi ngamnye ngenyanga okanye banokufikelela kuguqulelo lwesilingo seentsuku ezili-14 Apha, kwiifitsha eziSiseko eziquka:
- Ukujonga
- Abashukumisi abaPhezulu
-
Iindaba Eziqhelekileyo
-
inkampani yabucala
-
Advanced Charting
-
Uhlalutyo Technical
Abasebenzisi kufuneka bahlawule i-$ 149 ngomsebenzisi ngamnye ngenyanga okanye banokufikelela kuguqulelo lwesilingo seentsuku ezili-14 Apha, kwiimpawu zePremium. Ezi ziquka zonke iimpawu eziSiseko kunye nenani leempawu ezongezelelweyo ezibandakanya:
- Icebo lokwakha
- Isikrini seStock
- Uphuhliso oluphambili
- KwiPotfoliyo Exposure
- Concept Exposure
- Ukubonakaliswa kwelizwe
- Patent Exposure
- Iiphakheji zedatha
- Analysis Fundamental
- Iifayile ezisemthethweni
Abasebenzisi kufuneka baqhagamshelane noYenwo ukuze bafumane isicwangciso sentlawulo yeempawu zobuNgcali. Oku kunokwenziwa Apha. Oku kubandakanya zonke izinto eziSiseko kunye nePremium kunye nezongezo ezimbalwa ezibandakanya:
- Uphendlo Loxwebhu
- Knowledge Igrafu
3. UQuiver Quantitative
malunga
I-Quiver Quantitative yenye idatha ebonelela ngeqonga elinika iingcali izixhobo ezizidingayo ukuze zenze izigqibo ezingcono ngokukrazula enye idatha yesitokhwe kwi-intanethi yonke kwaye idibanise kwideshibhodi yewebhu esimahla, ekulula ukuyisebenzisa.
Indawo ibandakanya iiseti zedatha ezicwangciswe kakuhle ezihamba phezu kwe-lobbying corporate, ii-visa zokusebenza, izivumelwano zikarhulumente, iimbono ze-Wikipedia kunye nokunye okuninzi.
Iimbonakalo
- Kubandakanya uluhlu lweedatha ezibandakanya urhwebo lwesenethi, urhwebo lwendlu, Wikipedia iimbono zephepha kunye neZibhambathiso zikaRhulumente
- I-AI ephucukileyo eqhuba iibhiliyoni zamanqaku edatha ukwenza inkitha yeemetrikhi ezinokusebenza
- Isebenzisa iimpawu zeDatha enkulu ukufumana umda kwimarike
- Abasebenzisi banokunyusa iqonga lokuthengisa idatha yabo engenye nasiphi na isitokhwe abanomdla kuso
eziluncedo
- Iinketho zokurhweba ze-Senate kunye neNdlu zenza abasebenzisi bafunde ukuba ngabaphi abameli be-US abathengileyo okanye bathengisa izabelo zesitokhwe esithile
- Abasebenzisi banokujonga inani lezabelo ezithengiweyo nezithengiswe ngabantu kwinkampani ethile
- Iqonga liyafumaneka kwi-desktop kunye nezixhobo eziphathwayo
neengozi
- Usetyenziso oluphathwayo luxelwe njenge-buggy
namaxabiso
Iqonga leQuiver Quantitative lisimahla ukusebenzisa kwaye liyafumaneka Apha.
4. I-S & P yeHlabathi
malunga
I-S&P Global ngumqambi owaziwayo owaziwayo kubukrelekrele bentengiso, ebonelela ngomthombo weziko ledatha engenye eyenzelwe abatyali-mali abaqeqeshiweyo kunye nabaphathi beengxowa-mali zehedge. I-S&P Global ibonelela abasebenzisi ngemibono kuluhlu lwezixhobo zokunceda ukuqhuba izigqibo zokurhweba.
Iqumrhu lisebenzisa kakhulu iinguqulelo ze-AI ezibandakanya idatha ukusuka kumashumi eminyaka yoqeqesho ukuya kwiimbono.
Iimbonakalo
- Isisombululo sedatha esisesinye seS&P Global siquka iinkcukacha-manani zokuthenga, ukutenxa kwitrafikhi, ulwazi ngemifanekiso yesathelayithi, kunye neentshukumo zentengiso.
- Kubandakanya imveliso esebenzayo yokukhangela ukufumana iiseti zedatha ezifanelekileyo kunye nezisombululo ngokuxhomekeke kukhetho lomsebenzisi
eziluncedo
- Ibonelela ngezisombululo zedatha ezomeleleyo kunye neendlela zokuhambisa eziguquguqukayo
- Itekhnoloji eguquguqukayo yokuphucula uhlalutyo lobunikazi kunye nokufumanisa iipateni ezizodwa ezikhethwa ngumsebenzisi
neengozi
- Iqonga elijoliswe kwinkampani kunye namaxabiso ayenza ingafaneleki kubasebenzisi abathile
namaxabiso
Iintlawulo ze-S&P Global $5,000.00 inkampani nganye ngonyaka ngendlela yorhumo. Unokujonga inguqulo yedemo Apha.
5. AlphaSense
malunga
I-AlphaSense yenye umboneleli wedatha obonelela ngokhangelo olunamandla lwe-AI kunye namava okufumanisa idatha kubatyali-mali kunye nabaqambi ngokufanayo.
Ukusebenzisa eli qonga, abasebenzisi banokufumana ukufikelela kwimithombo yedatha ye-premium yedatha ye-premium, uphando lwe-broker, iifayili ze-Securities and Exchange Commission (SEC), kunye neendaba zorhwebo / zeendaba.
Ngaphezulu kweenkampani ze-1,600 kunye namaziko emali ngoku asebenzisa i-AlphaSense ukuqokelela idatha kwiimfuno zobuchule zokwenza izigqibo.
Iimbonakalo
- Ibonelela ngaphezulu kwe-10,000 yemithombo yedatha yeprimiyamu yeshishini, kubandakanya uphando lomthengisi, imibhalo, ukufakwa kwe-SEC, iindaba kunye neejenali zorhwebo
- Abasebenzisi nabo baya kuba nofikelelo NLP kunye ne-AI yokukhangela iteknoloji ukufumana amanqaku edatha abaluleke kakhulu ekusebenziseni kwabo
- Iqonga livumela ukulungelelaniswa kokuhamba komsebenzi wophando ngenkcazo, imodeli, kunye nokwabelana ngezakhono
- Iyakwazi ukuqaphela izigidi zemigaqo yezemali kunye nezithethantonye zazo
eziluncedo
- Iqonga lophando livumela abasebenzisi ukuba babeke iliso abantu abakhuphisana nabo kunye noontanga basebenzisa i-AI-powered smart alerts
- Izichasiselo, ukusika, kunye namandla okwabelana ngophando kunceda ukonga ixesha kunye nokwandisa ukusebenza kakuhle
neengozi
- Amaxabiso angadweliswanga kwiwebhusayithi
- Ukunqongophala kwenkxaso yabathengi
namaxabiso
Amaxabiso ale qonga ayafumaneka xa uceliwe. Ungacela inguqulelo epheleleyo Apha okanye usebenzise idemo yeeveki ezi-2 Apha.
6. Kantar
malunga
I-Kantar ibonelela ngeengcali zezimali kunye neenkampani ithuba lokufumana umfanekiso opheleleyo we-dynamics yemarike kuluhlu lwamacandelo ahlukeneyo.
Le ndawo ezinikeleyo yedatha engenye kunye nokufumanisa ivumela abasebenzisi bayo ukuba bahlale bephambi kokhuphiswano ngolwazi olunolwazi kwiimarike abazikhethile.
Iimbonakalo
- Iqonga libandakanya iimpawu ezibanzi zokulinganisa ukuthelekisa ukusebenza kwenkampani kunye nokhuphisana nabo
- Ixhasa inqaku lesaveyi ephathwayo
- Kubandakanya ingxelo, uhlalutyo kunye nohlalutyo lwamanani
- Ibonelela abasebenzisi ngomakhi wovavanyo kunye nokhetho lolawulo lwesampulu
- Iqonga lixhasa iaudio, umfanekiso kunye nedatha yevidiyo
eziluncedo
- Ivumela iinkampani ukuba zakhe ingxelo yenqanaba elikhulu-eyenziwe ngokweemfuno zabo ngohlaziyo lweyure ezingama-24, okuthetha ukuhamba kwedatha okungaguqukiyo.
- Ibonelela ngenkxaso yolwazi kuluhlu olukhulu lwamatshaneli, kunye nolwazi lokuthengisa oluvela kubathengi abangaphezu kwe-100,000
neengozi
- Iqonga linzima ukulisebenzisa kwaye alinamsebenzi kakhulu
namaxabiso
Inika umrhumo weenyanga ezili-12 ngexabiso le-995.00 yeedola; ungayisebenzisa le nto Apha. I-Kantar ikwabonelela ngoguqulelo lwedemo onokuthi ulucele Apha.
7. I-Quandl
malunga
I-Quandl inikezela ngohlalutyo olukhethekileyo lwedatha kunye nokuhlanganiswa, inika amashishini kunye nabantu ngabanye bezemali ukufikelela kukhetho olubanzi lwemibono yenkampani yabucala. Oku kubandakanya uqikelelo lwentengiso yeemoto, izibalo zokuqeshwa, iingxelo zemveliso, kunye neepatheni zenkcitho yeshishini.
I-Quandl iqokelela, ivavanya, kwaye ivelise i-asethi yedatha exabisekileyo kubatyalo-mali bezemali kwaye ivumela abasebenzisi bayo ukuba basebenze kunye neqela elizinikeleyo lokuthengisa ukumisela uhlobo lweenkcukacha zedatha eziza kuqhuba amathuba angcono otyalo-mali.
Iimbonakalo
- Iqonga libonelela ngengqokelela enkulu yeedatha ezingaphezulu kwezigidi ezingama-20 ezihlaziywa rhoqo ngeveki
- Iqonga libandakanya iimpawu ezicazululayo kunye nokucubungula idatha kwiiseti zedatha ezinikiweyo
- Iqonga livumela abasebenzisi ukuba bathengise idatha yabo ngokunjalo
eziluncedo
- Zonke iiseti zedatha ziyafumaneka ukuze zikhutshelwe ngoko nangoko kuyo nayiphi na ifomathi ekhethwayo
- Zonke iiseti zedatha kwi-Quandl ziyafumaneka nge-API enye, kungakhathaliseki ukuba ngubani opapashe idatha okanye ngeyiphi ifomathi.
- Zonke iiseti zedatha kulula ukuzifumana, ukusebenza nazo, zivulekile kwaye ziselubala
- I-Quandl iyahambelana neenkqubo ezininzi eziquka i-Excel, i-Python, i-R, i-Ruby kunye ne-MATLAB
- Ezinye iindawo zeQuandl zikhululekile kwaye zivulekele wonke umntu
neengozi
- Uninzi lweeseti zedatha ezingaqhelekanga azisimahla
- I-Quandl inikezela ngezixa ezilinganiselweyo zoncedo xa usakha uhlahlelo okanye ufumanisa ulwazi
- Iqonga alibandakanyi ixesha langempela okanye libazisekile idatha yexabiso lesitokhwe
- Iqonga alibandakanyi uluhlu lokhuseleko olukhulu
namaxabiso
I-Quandl ibonelela ngeemveliso zasimahla kunye neeprimiyamu.
IQuandl API isimahla ukuyisebenzisa kwaye inika ufikelelo kuzo zonke iiseti zedatha zasimahla.
Abasebenzisi beQuandl kufuneka bahlawule ukufikelela kwiimveliso zedatha yeprimiyamu yeQuandl kunye noluhlu lwamaxabiso ukusuka kwi-35,000 yeedola ukuya kwi-250,000 yeedola ngonyaka ngokuxhomekeke kubhaliso lwedatha onqwenela ukulufumana. Ungafumana umrhumo Apha.
isiphelo
Kuya kufuneka ngoku ube nombono olungileyo malunga nokubaluleka kwedatha engenye kutyalo-mali lwezemali, kunye nokuqonda malunga nabanikezeli bedatha abakhokelayo, amaqonga abo, iimpawu kunye neenkonzo ezahlukeneyo.
Onke amaqonga akhankanyiweyo axhotyiswe ngocazululo lwedatha ekwinqanaba eliphambili kunye neempawu ze-AI ukubonelela ngamathuba otyalo-mali angcono kwaye anokwenzeka ngakumbi kwisizukulwana esitsha seenkampani zotyalo-mali, iifemu kunye nabantu ngabanye.
Ukuba ukhe wazama enye yezi baboneleli ngedatha, sazise malunga namava akho kwizimvo.
Shiya iMpendulo