M'dziko lazachuma, ndikofunikira kumvetsetsa momwe msika wamasheya ukuyendera komanso momwe masheya amagwirira ntchito kuti muwonjezere kubweza ndalama.
Kuti amvetse bwino zomwe zikuchitikazi, osunga ndalama amayenera kuphunzira zambiri zamsika zamsika, monga mitengo yamitengo, komanso zomwe zimaperekedwa ndi komwe kumadziwika kuti ndi zina.
Deta ina imapereka chidziwitso chokulirapo chounika chomwe chimathandiza osunga ndalama kuwongolera zolosera zawo.
Izi zingaphatikizepo data yochitira zinthu pa kirediti kadi, data yapachipangizo cham'manja, data ya sensa ya intaneti ya Zinthu (IoT), ndemanga zamalonda, zanyengo, kuchuluka kwa anthu pa intaneti komanso kugwiritsa ntchito pulogalamu.
Nkhaniyi ikupita pamalingaliro azinthu zina ndikulembanso ma data asanu ndi awiri apamwamba omwe amapereka nsanja, mawonekedwe awo, zabwino, zoyipa, ndi mitengo yamitengo kuti ikuthandizireni kusankha nsanja yabwino kwambiri!
Kodi Alternative Data Providers ndi chiyani
Popeza kuti njira zina zimakhala zamphamvu (zosintha nthawi iliyonse) ndipo sizichokera kuzinthu zachikhalidwe, osunga ndalama angavutike kufufuza ndi kupeza detayi.
Pomvetsetsa zovutazi, makampani angapo akhazikitsidwa omwe amapereka zida zofunikira ndi nsanja kuti apeze komanso kusanthula deta ina.
Chiwerengero cha makampani omwe amapereka ntchitoyi chakula kwambiri m'zaka zaposachedwa.
Mapulatifomu 7 Apamwamba Opereka Ma Data
1. Maganizo
About
Thinknum ndiye amene amatsogola padziko lonse lapansi popereka chidziwitso cha data ina. Tsambali limalola osunga ndalama kuti apeze malingaliro otengera ndalama poyang'anira mawebusayiti amakampani opitilira XNUMX padziko lonse lapansi tsiku lililonse.
Thinknum yapita patsogolo Nzeru zochita kupanga (AI) ma algorithms amasanthula zidziwitso zamakampani munthawi yeniyeni, kutsata mindandanda yantchito, kuchuluka kwa anthu, zomwe zimachitika pawailesi yakanema, malingaliro a ogwira ntchito, mitengo yazinthu ndi malo ogulitsa kuti apange ma dataset opitilira 35 opezeka papulatifomu yawo.
Mawonekedwe
- Imatsata kayendetsedwe kabwino kamakampani, kuphatikiza malo omwe alipo ndi zinthu zomwe zikuyenda
- Zimaphatikizapo ma metric owunika momwe kampani ikuyendera
- Amapereka pulogalamu yothandiza ogwiritsa ntchito yomwe imathandizira kuzindikira mwachangu popanda zovuta
- Ogwiritsa ntchito amatha kupanga ndikugawana mafunso mumphindi zochepa pogwiritsa ntchito zida zodziwika bwino zoperekedwa ndi nsanja
- Amapereka kuyang'ana kwazinthu zida zowunikira mwachangu kuphatikiza mamapu okonzedweratu, ma chart ndi mitambo yamawu
- Pulatifomuyi imalola ogwiritsa ntchito kukhazikitsa zidziwitso zomwe zimagwira ntchito poyang'ana ma data m'mamiliyoni amakampani ndikulandila maimelo pakakhala ma metrics ofunikira kwambiri.
- Pulatifomu imaphatikizanso ma widget omwe amaphatikiza mamapu omwe alipo, ma chart, mitambo yamawu, ndi zowonera zina. Ogwiritsa ntchito amathanso kupanga ma widget omwe amawona momwe akufunira
ubwino
- Ogwiritsa ntchito amatha kufufuza ma data kuchokera kumakampani opitilira zikwi mazana asanu
- Pulatifomu yosavuta kugwiritsa ntchito yomwe imalola ogwiritsa ntchito kupanga mafunso mwachangu osadikirira kuwongolera mainjiniya
- Chiwonetsero cha zidziwitso chimalola makasitomala kukhazikitsa zidziwitso kuti awonetsetse kuti ndi oyamba kudziwa pomwe ma data ena asintha.
- Kampaniyo ikuwonetsa njira zake zenizeni zenizeni pogwiritsa ntchito njira zapamwamba zophunzirira makina kuti ipereke zidziwitso zomwe zingachitike.
- Mabungwe angapo, makampani azachuma ndi mayunivesite amagwiritsa ntchito Thinknum Alternative Data.
kuipa
- Thinknum imayang'ana makampani akuluakulu kapena mabizinesi motero salabadira kwambiri makampani omwe angoyamba kumene kapena oyambitsa
- Sing'anga yothandizira makasitomala sikuphatikiza oyimira 24/7, kuyimba foni, kapena ntchito za FAQ. M'malo mwake zimangokhala ndi imelo.
- Amapereka njira imodzi yokha yamitengo popanda njira zina zolipirira.
mitengo
Thinknum milandu $16800.00 pachaka pakugwiritsa ntchito malonda pansi pa mtengo wamtengo wa 'flat rate'. Samapereka mtundu waulere koma amatero perekani chiwonetsero chazithunzi chaulere. Mukhoza onani pachiwonetsero Baibulo Pano.
2. Yemwe Edge
About
Njira ina ya data ya Yewno imayang'ana pakupanga ma graph odziwa zambiri hedge funds ndi oyang'anira katundu.
Ma graph awa amathandizira kujambula kulumikizana pakati pa ma data m'malo osiyanasiyana apadera.
Kampaniyo imasonkhanitsa zidziwitso kuchokera ku zidziwitso ndi zochitika zapagulu, zomwe zimadutsa munzeru zawo zopangira kuti athandize akatswiri azachuma kuti athe kudziwa bwino mitu monga ESG, Patent Analytics, ma sign a alpha, ndi zina zambiri.
Pogwiritsa ntchito nsanja ya Yewno's 'Edge', makampani amatha kupeza zinthu zambiri zamtengo wapatali, zowonjezeredwa ndi AI ndi mayankho, kuphatikiza ma phukusi ena a data, ma API ndi njira zolozera.
Mawonekedwe
- Amapereka ziwerengero zamaganizidwe ngati metric yodalirika yamachitidwe akale ndi zochitika zakale
- Amagwiritsa ntchito ma sign a AI-Powered Alpha kuti avumbulutse mwayi wamalonda tsiku lililonse
- Imapereka mndandanda wazowonera zomwe zimakuthandizani kuti muzitha kuyang'anira mtengo, zosintha, magawo ndi malingaliro azinthu zilizonse
- Pulatifomuyi imapereka zida zopangira njira kuphatikiza kulola ogwiritsa ntchito kuyendetsa mwachangu maphunziro otheka pamalingaliro azachuma
- Zowunikira zaukadaulo zimathandizira ogwiritsa ntchito kuzindikira mwayi wamalonda pamitengo yamitengo
- Amapereka komanso chakudya chankhani choyendetsedwa ndi AI chomwe chimaphatikizapo nkhani zoyenera ndi maulalo ku zolemba zoyambirira zomwe zikuwonetsa mwayi wopeza ndalama
- Kuwonekera kwamalingaliro kumathandizira ogwiritsa ntchito kufufuza masheya enaake ndikuwona mawu omwe amagwirizana nawo kwambiri. Mwachitsanzo, 'Apple' imalumikizidwa ndi mawu ngati 'iPhone,' 'laptop' ndi 'M1 Pro'.
- Amapereka mbiri yamakampani yomwe imalola ogwiritsa ntchito kulowa mozama ndikuwunika zofunikira zakampani. Imaperekanso chithunzi chowonetsa ogulitsa asanu apamwamba komanso makasitomala asanu apamwamba pakampani
ubwino
- Amapereka zidziwitso zamtengo wapatali mumbiri zamakampani ndi mafakitale kuchokera ku mamiliyoni a zolemba
- Mulinso zida zapamwamba za AI zomwe zimasanthula zambiri m'mphindi zochepa!
- Imapanga mwachangu malingaliro a data kuchokera mamiliyoni a ma data
- AI-powered newsfeed imapereka chakudya chosinthidwa ndi ogwiritsa ntchito, kupeŵa kuchulukitsitsa kwa chidziwitso
- Sakani makampani ndi malingaliro, malonda, kapena ukadaulo
kuipa
- Palibe njira yam'manja yomwe ilipo pakadali pano
- Pulatifomu imatengedwa kuti ndi yokwera mtengo kwambiri poyerekeza ndi ena opereka mautumiki ofanana
- Pulatifomu imatha kuchedwa kutsitsa deta
mitengo
Yewno imapereka mapulani atatu olipira omwe amagwiritsa ntchito komanso mawonekedwe osiyanasiyana.
Ogwiritsa ntchito amayenera kulipira $59 pa wogwiritsa ntchito pamwezi kapena atha kupeza mtundu waulere wamasiku 14 Pano, pazinthu zoyambira kuphatikiza:
- Chowonera
- Top Movers
-
General News
-
Mbiri Yakampani
-
Ma charting apamwamba
-
Analysis luso
Ogwiritsa ntchito amayenera kulipira $149 pa wogwiritsa ntchito pamwezi kapena atha kupeza mtundu waulere wamasiku 14 Pano, pazinthu za Premium. Izi zikuphatikiza zonse Zoyambira ndi zina zingapo kuphatikiza:
- Strategy Builder
- Stock Screener
- Zochitika Zofunikira
- Kuwonetsedwa kwa Portfolio
- Concept Exposure
- Kuwonekera kwa Dziko
- Kuwonetsedwa kwa Patent
- Maphukusi azidziwitso
- Analysis wofunikila
- Zolemba Zovomerezeka
Ogwiritsa ntchito akuyenera kulumikizana ndi Yenwo kuti apeze dongosolo lamalipiro la Professional. Izi zikhoza kuchitika Pano. Izi zikuphatikiza zonse za Basic ndi Premium komanso zowonjezera zingapo kuphatikiza:
- Kusaka Zolemba
- Knowledge Chithunzi
3. Quiver Quantitative
About
Quiver Quantitative ndi njira ina yomwe imapereka nsanja yomwe imapatsa akatswiri zida zomwe amafunikira kuti apange zisankho zabwinoko pochotsa deta yamtundu wina pa intaneti ndikuziphatikiza kukhala dashboard yaulere, yosavuta kugwiritsa ntchito.
Tsambali limaphatikizapo ma data okonzedwa bwino omwe amapitilira kukopa kwamakampani, ma visa ogwirira ntchito, makontrakitala aboma, mawonedwe a Wikipedia ndi zina zambiri.
Mawonekedwe
- Mulinso ma dataset osiyanasiyana kuphatikiza malonda a senate, kugulitsa nyumba, Wikipedia mawonedwe atsamba ndi Mapangano a Boma
- Advanced AI yomwe imagwiritsa ntchito mabiliyoni a ma data kuti ipange ma metric angapo otheka
- Amagwiritsa ntchito mawonekedwe a Big Data kuti apeze malire pamsika
- Ogwiritsa ntchito amatha kugwiritsa ntchito nsanja kuti agulitse zawo zina zamtundu uliwonse zomwe akufuna
ubwino
- Zosankha zamalonda za Senate ndi Nyumba zimathandizira ogwiritsa ntchito kudziwa omwe amalamulo aku US agula kapena kugulitsa magawo azinthu zina
- Ogwiritsa ntchito amatha kuwona kuchuluka kwa magawo omwe adagulidwa ndikugulitsidwa ndi anthu mkati mwa kampani yomwe mwapatsidwa
- Pulatifomuyi imapezeka pakompyuta komanso pazida zam'manja
kuipa
- Pulogalamu yam'manja yanenedwa kuti ndiyovuta
mitengo
Pulatifomu ya Quiver Quantitative ndi yaulere kugwiritsa ntchito komanso ikupezeka Pano.
4. Mtengo wa magawo S&P Global
About
S&P Global ndi katswiri wodziwika bwino pazanzeru zamsika, yopereka gwero lazinthu zina zomwe zimapangidwira akatswiri azachuma komanso oyang'anira hedge fund. S&P Global imapatsa ogwiritsa ntchito zidziwitso pazida zingapo zothandizira kuyendetsa zisankho zamalonda.
Kampaniyo imagwiritsa ntchito kwambiri zaluso za AI zomwe zimaphatikizira zambiri kuchokera pazaka zambiri zophunzitsidwa kukhala zidziwitso.
Mawonekedwe
- Njira ina ya data ya S&P Global ikuphatikiza ziwerengero zamalo ogulitsira, kusokonekera kwa magalimoto, zambiri pazithunzi za satellite, ndi kayendedwe ka zinthu.
- Imaphatikizanso chopeza zinthu kuti mupeze nkhokwe ndi mayankho oyenera malinga ndi zomwe wogwiritsa ntchito amakonda
ubwino
- Amapereka mayankho amphamvu a data komanso njira zosinthira zogawa
- Tekinoloje yosinthika kuti ipititse patsogolo ma analytics a eni ndikupeza mawonekedwe apadera a ogwiritsa ntchito
kuipa
- Mapulatifomu opangidwa ndi kampani komanso mitengo imapangitsa kuti ikhale yosayenera kwa ogwiritsa ntchito payekhapayekha
mitengo
Mtengo wapatali wa magawo S&P Global $5,000.00 pakampani pachaka munjira yolembetsa. Mukhoza onani pachiwonetsero Baibulo Pano.
5. AlphaSense
About
AlphaSense ndi njira ina yoperekera deta yomwe imapereka kusaka kwapamwamba koyendetsedwa ndi AI ndikupeza chidziwitso kwa osunga ndalama ndi opanga nzeru chimodzimodzi.
Pogwiritsa ntchito nsanjayi, ogwiritsa ntchito atha kupeza mwayi wopeza zambiri zamabizinesi oyambira, kafukufuku wamabizinesi, kusefera kwa Securities and Exchange Commission (SEC), ndi zolemba zamalonda/zankhani.
Makampani opitilira 1,600 ndi mabungwe azachuma pakali pano akugwiritsa ntchito AlphaSense kusonkhanitsa deta yofunikira pakusankha mwanzeru.
Mawonekedwe
- Amapereka zopitilira 10,000 zamabizinesi oyambira, kuphatikiza kafukufuku wamabizinesi, zolembedwa, zosefera za SEC, nkhani ndi zolemba zamalonda.
- Ogwiritsanso adzakhala ndi mwayi NLP ndi ukadaulo wofufuzira wa AI kuti mupeze mfundo za data zomwe zikuyenera kugwiritsidwa ntchito
- Pulatifomuyi imalola kuwongolera kayendedwe ka kafukufuku ndi zofotokozera, ma modelling, ndi kugawana
- Wotha kuzindikira mamiliyoni a mawu azachuma ndi mawu ofanana nawo
ubwino
- Pulatifomu yofufuzira imalola ogwiritsa ntchito kuyang'anira omwe akupikisana nawo ndi anzawo pogwiritsa ntchito zidziwitso zanzeru zoyendetsedwa ndi AI
- Maupangiri, kudula, ndi kuthekera kogawana kafukufuku kumathandizira kusunga nthawi komanso kukulitsa luso
kuipa
- Mitengo sinalembedwe patsamba
- Kusowa thandizo lamakasitomala
mitengo
Mitengo ya nsanjayi ikupezeka mukapempha. Mukhoza kupempha zonse Baibulo Pano kapena gwiritsani ntchito mawonekedwe a 2-sabata Pano.
6. Kantar
About
Kantar amapereka akatswiri azachuma ndi makampani mwayi wopeza chithunzi chonse cha kayendetsedwe ka msika m'magawo osiyanasiyana osiyanasiyana.
Malo odzipatulirawa a data ina ndi kupeza amalola ogwiritsa ntchito kukhala patsogolo pa mpikisano ndi chidziwitso chamsika chomwe asankha.
Mawonekedwe
- Pulatifomuyi imaphatikizapo zinthu zambiri zofananira zomwe kampani ikuchita ndi omwe akupikisana nawo
- Imathandizira mawonekedwe a kafukufuku wam'manja
- Kuphatikizapo malipoti, analytics ndi kusanthula ziwerengero
- Imapatsa ogwiritsa ntchito omanga kafukufuku komanso njira zowongolera zitsanzo
- Pulatifomu imathandizira ma audio, zithunzi komanso makanema
ubwino
- Amalola makampani kupanga malipoti apamwamba kwambiri opangidwa mogwirizana ndi zosowa zawo ndi zosintha za maola 24, kutanthauza kusasinthasintha kwa data.
- Amapereka chithandizo chazidziwitso zamakanema ambiri, komanso zambiri zamachitidwe ogulitsa kuchokera kwa ogula oposa 100,000
kuipa
- Pulatifomu ndizovuta kugwiritsa ntchito komanso sizosavuta kugwiritsa ntchito
mitengo
Amapereka kulembetsa kwa miyezi 12 pamtengo wa $995.00; mukhoza kugwiritsa ntchito izi Pano. Kantar imaperekanso mtundu wawonetsero womwe mungapemphe Pano.
7. Quandl
About
Quandl imapereka kusanthula kwapadera ndikuphatikiza, kupatsa mabizinesi ndi anthu azachuma mwayi wosankha zidziwitso zamakampani azinsinsi. Izi zikuphatikiza kuyerekeza kugulitsa magalimoto, ziwerengero zaganyu, malipoti opanga, ndi momwe amawonongera bizinesi.
Quandl amasonkhanitsa, kuwunika, ndi kupanga zinthu za data zomwe zili zofunika kwa osunga ndalama ndipo amalola ogwiritsa ntchito ake kuti azigwira ntchito ndi gulu lodzipereka la malonda kuti adziwe mtundu wa chidziwitso cha deta chomwe chidzayendetsa mwayi wabwino kwambiri wopezera ndalama.
Mawonekedwe
- Pulatifomuyi imapereka zosonkhanitsa zambiri zopitilira 20 miliyoni zomwe zimasinthidwa mlungu uliwonse
- Pulatifomuyi imakhala ndi zinthu zomwe zimasokonekera ndikusankhiratu data kuchokera pamaseti operekedwa
- Pulatifomu imalola ogwiritsa ntchito kugulitsanso deta yawo
ubwino
- Ma dataset onse alipo kuti mutsitse pompopompo mumtundu uliwonse womwe mukufuna
- Maseti onse a Quandl akupezeka kudzera mu API yomweyi, mosasamala kanthu kuti ndani adatulutsa zomwe zidasindikizidwa kapena mumtundu wotani.
- Maseti onse ndi osavuta kupeza, kugwira nawo ntchito, otseguka komanso owonekera
- Quandl imagwirizana ndi mapulogalamu ambiri kuphatikiza Excel, Python, R, Ruby ndi MATLAB
- Magawo ena a Quandl ndi aulere komanso otseguka kwa aliyense
kuipa
- Zambiri zamitundu yodziwika bwino si zaulere
- Quandl imapereka chithandizo chochepa popanga kusanthula kapena kupeza zambiri
- Pulatifomu siyimaphatikizapo nthawi yeniyeni kapena deta yochedwa yamtengo wapatali
- Pulatifomu ilibe mndandanda wachitetezo cha master
mitengo
Quandl imapereka zinthu zonse zaulere komanso zamtengo wapatali.
Quandl API ndi yaulere kugwiritsa ntchito ndipo imapereka mwayi wopezeka pamasamba onse aulere.
Ogwiritsa ntchito a Quandl amayenera kulipira kuti apeze zinthu zamtengo wapatali za Quandl ndipo mitengo yake imachokera ku $35,000 mpaka $250,000 pachaka kutengera kulembetsa kwapa data komwe mukufuna kupeza. Mutha kupeza zolembetsa Pano.
Kutsiliza
Tsopano muyenera kukhala ndi lingaliro labwino pakufunika kwa data ina muzachuma, komanso chidziwitso chaomwe akutsogolera omwe amapereka ma data, nsanja zawo, mawonekedwe ndi ntchito zosiyanasiyana.
Mapulatifomu onse omwe atchulidwawa ali ndi zowunikira zanthawi yayitali komanso mawonekedwe a AI kuti apereke mwayi wabwinoko komanso wotheka wopezera ndalama m'badwo watsopano wamakampani ogulitsa, makampani ndi anthu pawokha.
Ngati mwayesapo ena mwa opereka ma data awa, tidziwitseni zomwe mwakumana nazo mu ndemanga.
Siyani Mumakonda