Case Study
Synthetic data yeNational Statistical Office, Statistics Netherlands (CBS)
Nezve mutengi
Sehofisi yenyika yenhamba, Statistics Netherlands (CBS) inopa ruzivo rwakavimbika rwenhamba uye data kuti ibudise nzwisiso munhau dzemagariro, nekudaro ichitsigira gakava reveruzhinji, kuvandudzwa kwemitemo, uye kuita sarudzo zvichibatsira mukubudirira, kugara zvakanaka, uye democracy.
CBS yakavambwa muna 1899 mukupindura kudiwa kweruzivo rwakazvimirira uye rwakavimbika runosimudzira kunzwisiswa kwenyaya dzemagariro. Iri richiri basa guru reCBS. Nekufamba kwenguva, CBS yakakura kuita hunyanzvi hweruzivo, nekuenderera mberi kwekutora matekinoroji matsva nebudiriro kuitira kuchengetedza kunaka kwedata rayo nenzvimbo yaro yakazvimirira.
Mamiriro acho ezvinhu
CBS inobata huwandu hwakakura hwe data iyo kuvanzika kunofanirwa kuvimbiswa zvizere. Kubva pakuona kwesangano nemashandiro, panodiwa nzira dzakavandudzwa dzekutsinhana-dhata maererano nemirau inoomesera yekuvanzika uye zvipingaidzo zvavanopa maererano nekutsinhana kwedata.
CBS inopa data rakakodzera, rakazvimirira pane dzakasiyana siyana dzemagariro. Izvi zvinoda huwandu hwepamusoro hwekuchinjika kubva kuCBS, chimwe chinhu chinoshanda nesimba kuti vashandi vabudirire zuva nezuva. Ingave nyaya iri kushanduka kwemamiriro ekunze, kugadzikana, dambudziko redzimba, kana hurombo, CBS inopindura kudiwa kweruzivo rwakajeka uye rwunowanikwa. Kuwanikwa kwedata uye basa rekuvanzika kwakakosha, sezvo CBS inoshanda semuenzaniso munzira yekushandisa data.
Iyo mhinduro
Synthetic data inogona kuita basa rakakosha mune izvi. Izvo zvakakosha kuti uzive kuti mitemo yekuvanzika, senge GDPR, inodawo kucherechedzwa mune izvi maapplication. Ivo vanopa nhungamiro pazvinangwa izvo data rakavanzika rinogona uye risingagone kushandiswa. CBS inoona kukosha kwakawedzerwa mukushandisa data rekugadzira kufambisa izvi. Kubva pakuona kwesangano nemashandiro, panodiwa nzira dzakavandudzwa dzekutsinhana-dhata maererano nemirau inoomesera yekuvanzika uye zvipingaidzo zvavanopa maererano nekutsinhana kwedata. CBS inoona kukosha kwakawedzerwa pakushandisa data rekugadzira kuti ikurumidze uye kurerutsa izvi.
CBS inoona mikana yedata rekugadzira kune mamwe makesi ekushandisa uye inoenderera mberi nekuongorora zvimwe zvingangoitika. Mukutaura kwekongiri, CBS ichatanga kushandisa data rekugadzira rekushandisa kesi dzinotakura njodzi shoma. Aya achange ari emukati meCBS makesi umo data yekugadzira inogadzirwa yekuyedza nekusimudzira zvinangwa. Pamusoro pezvo, CBS ichaburitsa dataset yekugadzira yezvinangwa zvekudzidzisa, iyo ichave iri pasi pehupamhi hwekuvanzika. Kune mamwe angangove ekugadzira data masevhisi, CBS inoda kuwana imwezve ruzivo uku ichibatanidza mapato akakodzera mukuita.
Zvakanakira
Kurumidza kuchinjanisa data nenharaunda yesainzi
Kudiwa kwedata uye huwandu hwe data huripo huri kuramba huchikura, asi kuchinjana kwedata nenharaunda yesainzi haisati yaitika kusvika pamwero wakakwana.
Zvimisikidze semubatsiri wedata uye data hub
CBS inotsvaga kushandisa nekugovana data zvakachengeteka. Synthetic data iri kuramba ichionekwa seimwe nzira yekutsinhanisa dhata inohwanda. CBS inogara ichigashira kubvunza nezve data rekugadzira uye inofara kuzvigadzirisa. Sesangano reruzivo, CBS inozviisa semubatsiri wedata uye data hub. Synthetic data inogona kushandiswa kusimbisa kubatana kwakananga uye basa rinoitwa neCBS munharaunda.
Synthetic data seyedzo yedata
CBS inoona kukosha kwekushandisa data rekugadzira mukati mukati mekuyedza nekuongorora zvinangwa seimwe nzira yekushandisa chaiyo data pachako kubva mukugadzirwa.
Synthetic data yezvinangwa zvekudzidzisa
Pamusoro pezvo, CBS ichaburitsa dataset yekugadzira yezvinangwa zvekudzidzisa iyo ichave iri pasi pehupamhi hwekuvanzika. Izvi zvine chinangwa chekuvandudza kunaka kwedzidzo kuburikidza nekufambisa izvi nedata rakakodzera uye rinomiririra.
Organization: Central Bureau voor de Statistiek (CBS)
Location: The Netherlands
Industry: Chikamu cheveruzhinji
Size: 2000+ vashandi
Use kesi: Analytics, Test Data
Target data: Data ine hukama nehuwandu hweDutch
Website: https://www.cbs.nl/en-gb
Dhata ndeyekugadzira, asi timu yedu ndeyechokwadi!
Bata Syntho uye imwe yenyanzvi dzedu ichasangana newe nekumhanya kwechiedza kuti uongorore kukosha kweiyo synthetic data!