Nyob rau hauv lub ntiaj teb no ntawm nyiaj txiag, nws yog ib qho tseem ceeb kom nkag siab txog cov tiam sis nyob rau hauv lub lag luam Tshuag thiab kev ua lag luam Tshuag nyob rau hauv thiaj li yuav maximize rov qab los ntawm kev nqis peev.
Yuav kom nkag siab zoo dua cov qauv no, cov tub ua lag luam yuav tsum kawm cov ntaub ntawv kev lag luam ib txwm muaj, xws li tus nqi, nrog rau cov ntaub ntawv muab los ntawm cov khoom siv tsis zoo uas hu ua lwm cov ntaub ntawv.
Lwm cov ntaub ntawv muab cov ntaub ntawv ntau dua los txheeb xyuas uas pab cov tub ua lag luam txhim kho lawv cov kev kwv yees.
Qhov no tuaj yeem suav nrog cov ntaub ntawv credit card, cov ntaub ntawv xov tooj ntawm tes, Internet ntawm Yam (IoT) cov ntaub ntawv sensor, tshuaj xyuas cov khoom, cov ntaub ntawv huab cua, tsheb khiav hauv lub vev xaib thiab cov ntaub ntawv siv app.
Kab lus no mus dhau lub tswv yim ntawm lwm cov ntaub ntawv thiab teev cia saum xya lwm cov ntaub ntawv muab cov platforms, lawv cov yam ntxwv, qhov zoo, qhov tsis zoo, thiab tus nqi los pab xaiv lub platform zoo tshaj rau koj!
Dab tsi yog Alternative Data Providers
Txij li thaum lwm cov ntaub ntawv yog dynamic (hloov tshiab txhua lub sijhawm) thiab tsis yog los ntawm cov kev cai ib txwm muaj, cov tub ua lag luam nyiaj txiag yuav pom tias nws nyuaj rau taug qab thiab tau txais cov ntaub ntawv no.
Nkag siab txog cov teeb meem no, ntau lub tuam txhab tau tsim los muab cov cuab yeej tsim nyog thiab lub platform kom tau txais thiab txawm tias txheeb xyuas lwm cov ntaub ntawv.
Tus naj npawb ntawm cov tuam txhab uas muab cov kev pabcuam no tau nce siab nyob rau xyoo tas los no.
Sab saum toj 7 Alternative Data Muab Platforms
1. Xav
Hais txog
Thinknum yog lub ntiaj teb ua tus muab kev pabcuam rau lwm cov ntaub ntawv kev nkag siab. Lub vev xaib no tso cai rau cov tub ua lag luam kom tau txais cov ntaub ntawv los ntawm cov tswv yim peev los ntawm kev saib xyuas cov vev xaib ntawm ntau tshaj tsib puas txhiab lub tuam txhab pej xeem thiab ntiav thoob ntiaj teb txhua hnub.
Thinknum's advanced artificial txawj ntse (AI) algorithms txheeb xyuas cov tuam txhab cov ntaub ntawv hauv lub sijhawm tiag tiag, taug qab cov npe ua haujlwm, suav nrog, kev tshaj tawm xov xwm, kev xav ntawm cov neeg ua haujlwm, tus nqi khoom lag luam thiab cov chaw muag khoom los tsim ntau dua 35 cov ntaub ntawv muaj nyob hauv lawv lub platform.
nta
- Taug qab cov tswv yim txav hauv cov tuam txhab, suav nrog cov haujlwm muaj thiab cov khoom txav
- suav nrog metrics rau kev ntsuas kev ua haujlwm ntawm tuam txhab
- Muab cov neeg siv-phooj ywg software platform uas pab sai sai tau txais kev nkag siab yam tsis muaj hassle
- Cov neeg siv tuaj yeem tsim thiab sib qhia cov lus nug hauv qhov teeb meem ntawm feeb siv cov cuab yeej intuitive muab los ntawm lub platform
- Muab kev pab cov ntaub ntawv kev pom nta rau kev nkag siab ceev nrog rau cov duab qhia ua ntej, kab kos thiab cov lus huab
- Lub platform tso cai rau cov neeg siv teeb tsa kev ceeb toom uas ua haujlwm los ntawm kev txheeb xyuas cov ntaub ntawv cov ntsiab lus hla ntau lab lub tuam txhab thiab tau txais email thaum cuam tshuam txog kev ntsuas hla qhov tseem ceeb.
- Lub platform tseem suav nrog cov widget uas suav nrog cov duab qhia chaw uas twb muaj lawm, kab kos, lo lus huab, thiab lwm yam kev pom. Cov neeg siv kuj tuaj yeem tsim kev cai widgets, uas saib cov ntaub ntawv raws li lawv xav tau
pros
- Cov neeg siv tuaj yeem tshawb nrhiav cov ntaub ntawv los ntawm ntau tshaj tsib puas txhiab lub tuam txhab sib txawv
- Cov neeg siv-phooj ywg software platform uas tso cai rau cov neeg siv los tsim cov lus nug sai sai yam tsis tas yuav tos rau engineer kev taw qhia
- Cov ntawv ceeb toom tso cai rau cov neeg siv khoom teeb tsa kev ceeb toom kom ntseeg tau tias lawv yog thawj tus paub thaum qee cov ntaub ntawv hloov pauv.
- Lub tuam txhab indexes nws cov ntaub ntawv real-time txoj kev siv cov txheej txheem kev kawm siab heev los muab cov ntaub ntawv ncaj qha rau kev nkag siab.
- Ntau lub tuam txhab tshiab, cov tuam txhab peev thiab cov tsev kawm qib siab tau siv Thinknum Alternative Data
cons
- Thinknum tsom rau cov tuam txhab loj lossis cov tuam txhab thiab yog li them nyiaj tsawg heev rau cov tuam txhab lag luam lossis cov lag luam pib
- Cov neeg siv khoom txhawb nqa nruab nrab tsis suav nrog 24/7 tus neeg sawv cev, hu xov tooj, lossis FAQ cov kev pabcuam. Theej yog txwv rau email.
- Muab ib qho kev xaiv tus nqi xwb uas tsis muaj lwm txoj kev npaj them nqi.
pricing
Thinknum nqi $16800.00 ib xyoos twg rau kev siv cov khoom siv raws li 'tus nqi tiaj tus' tus qauv nqi. Lawv tsis muab ib tug dawb version tab sis ua muab ib tug dawb-sim demo version. Koj tuaj yeem tshawb xyuas qhov demo version no.
2. Yewno Edge
Hais txog
Yewno lwm cov ntaub ntawv kev daws teeb meem tsom rau kev tsim cov duab qhia kev paub zoo rau nyiaj txiag tiv thaiv thiab cov tswj vaj tse.
Cov duab no pab kos kev sib txuas ntawm cov ntaub ntawv cov ntsiab lus hauv ntau qhov chaw tshwj xeeb.
Lub tuam txhab sau cov ntaub ntawv los ntawm pej xeem cov ntaub ntawv thiab cov xwm txheej, uas tom qab ntawd dhau los ntawm lawv cov kev txawj ntse tsim nyog los pab cov kws tshaj lij nyiaj txiag nrog kev pom zoo ntawm cov ncauj lus xws li ESG, Patent Analytics, cov cim alpha sib txawv, thiab ntau ntxiv.
Siv Yewno's 'Edge' platform, cov tuam txhab tuaj yeem nkag mus rau ntau yam khoom muaj txiaj ntsig, AI-augmented cov khoom thiab cov kev daws teeb meem, suav nrog lwm cov ntaub ntawv pob, APIs thiab cov tswv yim index.
nta
- Muab cov qhab nia kev xav raws li kev ntsuas kev ua tau zoo rau cov ntaub ntawv keeb kwm thiab cov xwm txheej
- Siv AI-Powered Alpha cov cim qhia los nthuav tawm cov sijhawm ua lag luam txhua hnub
- Muab ib daim ntawv teev npe uas tso cai rau koj saib xyuas tus nqi, kev hloov pauv, thaj tsam thiab kev xav ntawm ib qho khoom lag luam
- Lub platform muab cov tswv yim tsim cov yam ntxwv nrog rau kev tso cai rau cov neeg siv los ua haujlwm sai sai ntawm kev tshawb fawb txog kev nqis peev ntawm cov tswv yim
- Kev tsom xam cov yam ntxwv ua rau cov neeg siv txheeb xyuas cov hauv kev lag luam hauv cov nqi sib txawv
- Muab thiab AI-powered xov xwm pub uas suav nrog cov xov xwm cuam tshuam thiab txuas rau cov ntaub ntawv qub uas qhia txog cov peev txheej peev
- Lub tswv yim nthuav tawm feature ua rau cov neeg siv tshawb nrhiav cov khoom tshwj xeeb thiab pom cov ntsiab lus dab tsi uas nws cuam tshuam nrog. Piv txwv li, 'Apple' yog txuam nrog cov ntsiab lus xws li 'iPhone,' 'laptop,' thiab 'M1 Pro'.
- Muab cov tuam txhab profile uas cia cov neeg siv nkag mus tob dua thiab tshawb xyuas lub tuam txhab cov ntaub ntawv tseem ceeb. Nws tseem muab daim duab qhia txog tsib tus neeg muag khoom sab saum toj thiab tsib tus neeg siv khoom ntawm lub tuam txhab
pros
- Muab kev nkag siab zoo rau cov tuam txhab profile thiab kev lag luam los ntawm ntau lab ntawm cov ntaub ntawv
- suav nrog cov yam ntxwv AI siab heev uas txheeb xyuas cov ntaub ntawv loj hauv ib feeb!
- Ceev cov ntaub ntawv xa tawm los ntawm ntau lab ntawm cov ntsiab lus ntawm cov ntaub ntawv
- AI-powered newsfeed muab cov neeg siv kev cai pub ntawm cov ntaub ntawv cuam tshuam, zam cov ntaub ntawv ntau dhau
- Tshawb nrhiav cov tuam txhab los ntawm lub tswv yim, khoom, lossis thev naus laus zis
cons
- Tsis muaj kev xaiv mobile tam sim no muaj
- Lub platform yog suav tias yog kim dua piv rau lwm cov chaw muab kev pabcuam zoo sib xws
- Lub platform tuaj yeem qeeb heev rau thauj cov ntaub ntawv
pricing
Yewno muaj peb txoj kev them nqi nrog kev siv sib txawv thiab nta.
Cov neeg siv yuav tsum tau them $ 59 rau ib tus neeg siv hauv ib hlis lossis tuaj yeem nkag mus rau 14-hnub dawb mus sib version no, rau Basic nta suav nrog:
- Ntawv saib
- Sab saum toj Movers
-
General Xov Xwm
-
Tuam txhab Profile
-
Advanced Charting
-
Kev Analysis
Cov neeg siv yuav tsum tau them $ 149 rau ib tus neeg siv hauv ib hlis lossis tuaj yeem nkag mus rau 14-hnub dawb mus sib version no, rau Premium nta. Cov no suav nrog tag nrho cov yam ntxwv tseem ceeb thiab ntau yam ntxiv xws li:
- Strategy Builder
- Tshuag Screener
- Cov Kev Tseem Ceeb
- Portfolio Exposure
- Lub tswv yim nthuav tawm
- Teb chaws nthuav tawm
- Patent nthuav tawm
- Cov Cov Ntaub Ntawv Cov Khoom Siv
- siv Analysis
- Official Cov ntaub ntawv
Cov neeg siv yuav tsum tau hu rau Yenwo kom tau txais Kev Tshaj Tawm cov yam ntxwv them nyiaj. Qhov no ua tau no. Qhov no suav nrog tag nrho Basic thiab Premium nta nrog rau ob peb add-ons suav nrog:
- Ntawv Nrhiav
- Paub teeb
3. Quiver Quantitative
Hais txog
Quiver Quantitative yog lwm cov ntaub ntawv muab lub platform uas muab cov kws tshaj lij cov cuab yeej uas lawv xav tau los txiav txim siab zoo dua los ntawm kev rho tawm lwm cov ntaub ntawv Tshuag los ntawm thoob plaws hauv internet thiab sib sau ua ke rau hauv lub vev xaib pub dawb, yooj yim-rau-siv.
Lub vev xaib suav nrog cov ntaub ntawv tsim tau zoo uas dhau mus rau kev tos txais neeg ua haujlwm, vixaj ua haujlwm, ntawv cog lus tsoomfwv, Wikipedia views thiab ntau ntxiv.
nta
- suav nrog ntau yam ntaub ntawv suav nrog kev lag luam hauv Senate, kev lag luam hauv tsev, Wikipedia nplooj views thiab tsoom fwv cog lus
- AI Advanced uas ua tiav ntau lab ntawm cov ntaub ntawv cov ntsiab lus los tsim ntau qhov kev ntsuas ua tau zoo
- Siv cov yam ntxwv ntawm Cov Ntaub Ntawv Loj kom tau txais txiaj ntsig ntawm kev ua lag luam
- Cov neeg siv tuaj yeem siv lub platform los muag lawv tus kheej cov ntaub ntawv hloov pauv rau ib qho khoom lag luam uas lawv nyiam
pros
- Senate thiab House trading kev xaiv ua rau cov neeg siv kawm paub cov neeg tsim cai lij choj Asmeskas tau yuav lossis muag cov khoom ntawm ib qho khoom lag luam tshwj xeeb
- Cov neeg siv tuaj yeem saib tus naj npawb ntawm cov khoom yuav thiab muag los ntawm cov neeg hauv ib lub tuam txhab muab
- Lub platform muaj rau desktop thiab mobile devices
cons
- Daim ntawv thov mobile tau tshaj tawm tias yog buggy
pricing
Quiver Quantitative platform yog pub dawb rau siv thiab muaj no.
4. S&P Ntiaj Teb
Hais txog
S&P Global yog tus paub txog kev tsim kho tshiab hauv kev lag luam kev txawj ntse, muab lub chaw haujlwm ntawm lwm cov ntaub ntawv tsim los rau cov tub ua lag luam tshaj lij thiab cov thawj tswj hwm nyiaj txiag. S&P Global muab cov neeg siv nkag siab txog ntau yam cuab yeej los pab tsav kev txiav txim siab ua lag luam.
Lub tuam txhab ua kom siv dav ntawm AI kev tsim kho tshiab uas suav nrog cov ntaub ntawv los ntawm ntau xyoo ntawm kev cob qhia rau hauv kev pom.
nta
- S&P Global's lwm cov ntaub ntawv kev daws teeb meem suav nrog kev lag luam hauv khw muag khoom, kev sib txawv ntawm cov tsheb, cov ntaub ntawv ntawm cov duab satellite, thiab cov khoom txav.
- suav nrog cov khoom siv sib tham sib nrhiav kom pom cov ntaub ntawv cuam tshuam thiab cov kev daws teeb meem nyob ntawm tus neeg siv qhov nyiam
pros
- Muab cov ntaub ntawv zoo daws teeb meem thiab hloov pauv hloov pauv raws
- Saj zawg zog thev naus laus zis los txhim kho cov tswv cuab kev tshuaj ntsuam xyuas thiab tshawb pom cov qauv tshwj xeeb uas cov neeg siv nyiam
cons
- Lub tuam txhab taw qhia platform thiab tus nqi ua rau nws tsis tsim nyog rau cov neeg siv ib leeg
pricing
S&P Global them nqi $5,000.00 ib lub tuam txhab hauv ib xyoos nyob rau hauv daim ntawv teev npe. Koj tuaj yeem tshawb xyuas qhov demo version no.
5. AlphaSense
Hais txog
AlphaSense yog lwm cov ntaub ntawv muab kev pabcuam uas muab kev tshawb nrhiav AI-powered thiab tshawb pom cov ntaub ntawv rau cov tub ua lag luam thiab cov neeg tsim khoom tshiab ib yam nkaus.
Siv lub platform no, cov neeg siv tuaj yeem nkag mus rau tus tswv tsev ntawm cov ntaub ntawv lag luam zoo tshaj plaws, kev tshawb fawb broker, Securities and Exchange Commission (SEC) filings, thiab luam / xov xwm phau ntawv journal.
Ntau tshaj 1,600 lub tuam txhab thiab cov tuam txhab nyiaj txiag tam sim no siv AlphaSense los sau cov ntaub ntawv rau kev txiav txim siab txog kev xav tau.
nta
- Muab ntau tshaj 10,000 cov ntaub ntawv lag luam zoo tshaj plaws, suav nrog kev tshawb fawb broker, cov ntawv teev lus, SEC cov ntaub ntawv, xov xwm thiab luam tawm
- Cov neeg siv kuj yuav muaj kev nkag mus rau NLP thiab AI tshawb fawb thev naus laus zis los nrhiav cov ntaub ntawv cov ntsiab lus cuam tshuam rau lawv siv
- Lub platform tso cai rau streamlining kev tshawb fawb workflows nrog annotation, qauv, thiab sib koom peev xwm
- Muaj peev xwm paub txog ntau lab cov ntsiab lus nyiaj txiag thiab lawv cov lus sib dhos
pros
- Kev tshawb fawb platform tso cai rau cov neeg siv los saib xyuas cov neeg sib tw thiab cov phooj ywg siv AI-powered ntse ceeb toom
- Cov lus piav qhia, clipping, thiab kev tshawb fawb sib qhia muaj peev xwm pab txuag lub sijhawm thiab ua kom muaj txiaj ntsig zoo tshaj plaws
cons
- Cov nqi tsis tau teev nyob rau hauv lub vev xaib
- Tsis muaj kev txhawb nqa cov neeg siv khoom
pricing
Tus nqi rau lub platform no muaj nyob rau ntawm kev thov. Koj tuaj yeem thov qhov puv version no los yog siv 2 lub lis piam demo version no.
6. Kantar
Hais txog
Kantar muab cov kws tshaj lij nyiaj txiag thiab cov tuam txhab muaj sijhawm kom tau txais daim duab tag nrho ntawm kev ua lag luam muaj zog thoob plaws ntau qhov sib txawv.
Qhov kev mob siab rau ib puag ncig rau lwm cov ntaub ntawv thiab kev tshawb pom tso cai rau nws cov neeg siv nyob ua ntej ntawm kev sib tw nrog cov ntaub ntawv nkag siab rau hauv kev lag luam ntawm lawv xaiv.
nta
- Lub platform suav nrog cov qauv ntsuas dav dav los sib piv cov tuam txhab kev ua haujlwm nrog cov neeg sib tw
- Txhawb nqa mobile daim ntawv ntsuam xyuas feature
- Xws li kev tshaj tawm, kev txheeb xyuas thiab kev txheeb xyuas kev txheeb xyuas
- Muab cov neeg siv nrog ib daim ntawv ntsuam xyuas tsim thiab soj ntsuam cov qauv tswj kev xaiv
- Lub platform txhawb lub suab, duab thiab txawm cov ntaub ntawv video
pros
- Tso cai rau cov tuam txhab tsim cov macro-theem qhia kev cai tsim rau lawv cov kev xav tau nrog 24-teev hloov tshiab, lub ntsiab lus zoo ib yam dataflow
- Muab kev txhawb nqa rau cov ntaub ntawv ntawm ntau txoj hauv kev, thiab cov ntaub ntawv muag khoom muag los ntawm ntau dua 100,000 tus neeg yuav khoom
cons
- Lub platform yog ib qho nyuaj rau siv thiab tsis heev tus neeg siv tus phooj ywg
pricing
Muab 12-hli subscription rau tus nqi ntawm $995.00; koj tuaj yeem siv qhov no no. Kantar kuj muab ib qho demo version uas koj tuaj yeem thov no.
7. Quandl
Hais txog
Quandl muab cov ntaub ntawv tshwj xeeb tsom xam thiab kev sib sau ua ke, muab cov lag luam thiab cov nyiaj txiag nkag mus rau ntau qhov kev xaiv tshwj xeeb rau cov tuam txhab ntiag tug kev pom. Cov no suav nrog kev kwv yees muag tsheb, ntiav cov txheeb cais, cov ntaub ntawv tsim khoom, thiab cov qauv kev siv nyiaj lag luam.
Quandl sib sau ua ke, ntsuas, thiab tsim cov ntaub ntawv cov cuab yeej cuab tam uas muaj txiaj ntsig rau cov tub lag luam nyiaj txiag thiab tso cai rau nws cov neeg siv los ua haujlwm nrog pab pawg muag khoom los txiav txim siab hom ntaub ntawv kev nkag siab uas yuav ua rau muaj kev nqis peev zoo tshaj plaws.
nta
- Lub platform muaj kev sau ntau ntawm ntau dua 20 lab cov ntaub ntawv uas tau hloov kho txhua lub lim tiam
- Lub platform suav nrog cov yam ntxwv uas tawg thiab ua ntej cov ntaub ntawv los ntawm cov ntaub ntawv muab
- Lub platform tso cai rau cov neeg siv muag lawv tus kheej cov ntaub ntawv thiab
pros
- Tag nrho cov ntaub ntawv muaj nyob rau tam sim rub tawm hauv txhua hom ntawv nyiam
- Tag nrho cov ntaub ntawv ntawm Quandl muaj nyob hauv tib API, tsis hais leej twg tau luam tawm cov ntaub ntawv los yog hom twg
- Tag nrho cov ntaub ntawv tau yooj yim nrhiav, ua haujlwm nrog, qhib thiab pob tshab
- Quandl yog sib xws nrog ntau yam kev pab cuam xws li Excel, Python, R, Ruby thiab MATLAB
- Qee qhov ntawm Quandl yog dawb thiab qhib rau txhua tus
cons
- Feem ntau ntawm cov kab txawv datasets tsis pub dawb
- Quandl muaj qee qhov kev pab cuam thaum tsim kev txheeb xyuas lossis tshawb pom cov ntaub ntawv
- Lub platform tsis suav nrog lub sijhawm tiag tiag lossis ncua sijhawm cov ntaub ntawv tus nqi Tshuag
- Lub platform tsis suav nrog daim ntawv teev npe kev ruaj ntseg
pricing
Quandl muab ob qho khoom pub dawb thiab hwm.
Quandl API yog pub dawb rau siv thiab muab kev nkag mus rau tag nrho cov ntaub ntawv pub dawb.
Quandl cov neeg siv yuav tsum tau them nyiaj kom nkag mus rau Quandl cov ntaub ntawv hwm cov khoom lag luam thiab cov nqi sib txawv ntawm $ 35,000 txog $ 250,000 toj xyoo nyob ntawm cov ntaub ntawv teev npe koj xav tau. Koj tuaj yeem tau txais kev tso npe no.
xaus
Tam sim no koj yuav tsum muaj lub tswv yim zoo txog qhov tseem ceeb ntawm lwm cov ntaub ntawv hauv kev nqis peev nyiaj txiag, nrog rau qee qhov kev pom ntawm cov thawj coj cov ntaub ntawv muab kev pabcuam, lawv lub platform, nta thiab cov kev pabcuam sib txawv.
Txhua lub platform uas tau hais los no tau nruab nrog cov ntaub ntawv txiav txim siab thiab AI cov yam ntxwv los muab cov peev txheej zoo dua thiab muaj peev xwm ua tau zoo rau cov tiam tshiab ntawm cov tuam txhab peev, tuam txhab thiab cov tib neeg.
Yog tias koj tau sim ib qho ntawm cov chaw muab cov ntaub ntawv no, qhia rau peb paub txog koj qhov kev paub hauv cov lus.
Sau ntawv cia Ncua