Rule-based Synthetic Data

Gadzira data rekugadzira kutevedzera chaiyo-yepasirese kana yakanangwa mamiriro uchishandisa yakafanotsanangurwa mitemo uye zvipingaidzo.

mutemo-based synthetic data graph

Nhanganyaya Rule-Yakavakirwa Synthetic Data

Chii chinonzi Rule Based Synthetic Data?

Gadzira data rekugadzira richibva pane zvakafanotsanangurwa mitemo uye zvipingaidzo, uchivavarira kutevedzera dhata repasirese kana kutevedzera chaiwo mamiriro.

Sei masangano achishandisa mutemo-based yakagadzirwa synthetic data?

Rule-based yakagadzirwa synthetic data inoreva maitiro ekugadzira ekugadzira kana simulated synthetic data inotevedzera zvakafanotsanangurwa (bhizinesi) mitemo uye zvipingaidzo. Iyi nzira inosanganisira kutsanangura nhungamiro, mamiriro, uye hukama hwekugadzira data rekugadzira. Zvikonzero nei masangano achishandisa Rule Based Synthetic Data:

Gadzira Data kubva pakutanga

Mumamiriro ezvinhu apo data ishoma kana iwe usina data zvachose, kudiwa kwe data remumiriri kunova kwakakosha pakugadzira mashandiro matsva. Rule-based synthetic data inogonesa kugadzirwa kwedata kubva kutanga, ichipa yakakosha bvunzo data kune vanoedza uye vanogadzira.

Wedzera data

Rule based synthetic data inogona kupfumisa data nekugadzira mitsetse yakawedzerwa uye/kana makoramu. Inogona kushandiswa kugadzira mamwe mitsara kugadzira yakakura datasets zviri nyore uye zvinobudirira. Pamusoro pezvo, Rule based synthetic data inogona kushandiswa kuwedzera data uye kugadzira mamwe makoramu matsva angangoenderana nemakoramu aripo.

Flexibility uye kugadzirisa

Iyo yekutonga-yakavakirwa nzira inopa kuchinjika uye kugadzirisa kuchinjika kune akasiyana dhata mafomati uye zvimiro, zvichigonesa kurongeka kwakazara kwe data rekugadzira zvinoenderana nezvinodiwa chaizvo. Mumwe anogona kugadzira mitemo kutevedzera akasiyana mamiriro, achiita kuti ive nzira inoshanduka yekugadzira data.

Data kuchenesa

Rule-based synthetic data inogonesa kucheneswa kwedata nekugadzira data rinoomerera kumitemo yakafanotsanangurwa, kugadzirisa kusawirirana, kuzadza hunhu husipo, uye kubvisa zvikanganiso, kuve nechokwadi chekuti kutendeseka uye mhando yedhata inochengetedzwa. Izvi zvinobvumira vashandisi kuve nedhata nemhando yepamusoro.

Kuvanzika uye Kuvanzika

Rule-based synthetic data yekugadzira inonyanya kukosha mumamiriro ezvinhu apo data remunhu chairo risingagone kushandiswa nekuda kwekunetseka kwekuvanzika kana zvirambidzo zvemutemo. Nekugadzira data rekugadzira seimwe nzira, masangano anogona kuyedza nekuvandudza pasina kukanganisa ruzivo rwakadzama.

mutemo-based synthetic data graph

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Munhu angagadzira sei Rule Based Synthetic Data neSyntho?

Yedu platform inotsigira Rule Based Synthetic Data chizvarwa kuburikidza neyedu Yakaverengerwa Column basa. Akaverengerwa Column mabasa anogona kushandiswa kuita akawanda maoperation padata uye mamwe makoramu, kubva nyore arithmetic kusvika kune yakaoma kunzwisisa uye manhamba computations. Kunyangwe iwe uri kutenderedza manhamba, kutora zvikamu zvemazuva, kuverenga mavhareji, kana kushandura zvinyorwa, aya mabasa anopa hunyanzvi hwekugadzira iyo data yaunoda chaizvo.

Gadzira mitemo yebhizinesi zviri nyore kugadzira data rekugadzira zvinoenderana

Heano mimwe mienzaniso yakajairika kugadzira Rule Based Synthetic Data neCalculated Column mabasa:

  • Data Kucheneswa uye Shanduko: Zvisina basa kuchenesa uye kugadzirisa data, sekucheka chena, kushandura mameseji casing, kana kushandura mafomati emazuva.
  • Statistical Calculations: Ita zviverengero zvakaita seavhareji, misiyano, kana mitsaukano yakajairwa kuti utore miono kubva kumaseti edata.
  • Zvinonzwisisika Operations: Nyorera bvunzo dzine musoro kune data kugadzira mireza, zviratidzo, kana kusefa uye kuisa dhata zvichienderana nemaitiro chaiwo.
  • Mathematics Operations: Ita zvakasiyana-siyana zvemasvomhu, zvichiita kuti zviverengero zvakaoma senge mari modhi kana maverengero einjiniya.
  • Kushandura Mavara Nezuva: Bvisa kana shandura zvikamu zvemavara uye mazuva, izvo zvinonyanya kubatsira mukugadzirira data kushuma kana kumwe kuongorora.
  • Kutevedzera data: gadzira data zvichitevera kumwe kugovera, kushoma, kunyanyisa, fomati yedata uye zvimwe zvakawanda.

syntho guide cover

Sevha yako synthetic data gwara izvozvi!