Dambudziko rekugadzirisa. Iyo Open Source Inogona Kubatsira Sei

Kana wakasvika Linux Adictos Kuedza kutiza kubhomba kwenhau nezveCoronavirus, wakapinda zvisirizvo. Mukana wacho kutsanangura maturusi makuru aripo pasi pemahara uye yakavhurwa sosi software marezinesi, zvakanyanyisa kunaka kupasa.

Chokwadi ndechekuti Pakati pemhedzisiro yekushanduka kwemamiriro ekunze, kukanganisa kwevanhu, uye hutachiona hutachiona, mumwe anofanirwa kugara aine urwu runyorwa padhuze.

Muchikamu chino chekutanga tiri kuzozvipira isu General-chinangwa kana chaicho-chinangwa chirongwa mitauro inogona kuuya inobatsira munguva dzenjodzi. Mune izvo zvinoramba tichakwira takananga.

Dambudziko rekugadzirisa. Nei zvichikosha kushandisa yemahara uye yakavhurwa sosi software

Makore apfuura ini ndakave nemukana wekusangana nemunhu anotungamira mukunyora manhamba ehuwandu mushonga basa. Tiri kutaura nezve chimwe chezvipatara zvakakosha zveyunivhesiti muArgentina. Uyu munhu anodada akandiratidza kubata kwake kweExcel database mabasa. Pandakamubvunza kuti sei aisashandisa Access, akanditarisa senge ndanga ndaita kakanyanya kushata pabonde.

Zvinopera pasina kutaura izvozvo ruzivo rwakawanikwa nebasa rwanga rusina kukwana, kunonoka uye kusakwanisika kugovana zviri nyore.

Chokwadi ndechokuti munguva dzenjodzi, kumhanyisa kwekuwana, kugadzirisa nekuparadzira ruzivo Zvakakosha. Izvi zvinosanganisira

• Zviri nyore kuzadza mafomu
• Dhatabhesi kusabatana
• Kugadzikana mukugadziriswa kwemashoko
• Kugona kumiririra mhedzisiro nenzira inonzwisisika

Ini handisi kuzowira mukujeka kwekutsvaga kutsiva Microsoft Office neLibreOffice, haudi kuti ndizvione izvozvo. Zvandiri kutaura ndezvekuti ndivo vane basa nazvokuunganidza manhamba kunofanirwa kuve nekunzwisisa kwekutanga kweimwe yemitauro yemitauro ine mabasa ehuwandu. Semuenzaniso:

R

R iri mutauro uye nharaunda pKuti ishandiswe mukuverenga komputa uye graphing.

R inopa nzira dzakasiyana siyana dzekuverengas (mitsara uye isina mutsetse modelling, echinyakare manhamba bvunzo, nguva dzakateedzana ongororo, kupatsanura, mapoka uye graphing.

Python

Python ndiyo Aloe Vera yemitauro yekuronga. UyeZviri nyore kwazvo kudzidza, inotsigirwa nemapuratifomu ese uye ine yakawanda maraibhurari kushanda nedata. Mamwe acho ndeaya:

pandas

pandas raibhurari yePython iyo inopa zvimiro zvedata uye ekumusoro-kuita dhata ongororo maturusi uye nyore kushandisa. Zita harinei nechekuita nemapere. Pandas ndicho chirevo cheData Kuongorora Raibhurari muPython.

Chitoro chemabhuku Iyo yakagadzirirwa kukurumidza uye nyore nyore kumonyororwa kwedata, kuverenga, kuunganidzwa, uye kuona. Uchishandisa Pandas zvinokwanisika kuunganidza iyo data kubva ku CSV kana TSV faira kana iyo SQL dhatabhesi uye kugadzira chinhu chePython chine mitsara nemakoramu anonzi data data. Iyo data furemu yakafanana chaizvo netafura mune Statistical software.

seaborn

Pano isu tine una data visualization raibhurari iyo inopa yakakwira-chikamu chinongedzo kudhirowa inonakidza uye inodzidzisa maverengera mairafu.

Tinogona kushandisa Seaborn ku:

• Sarudza hukama pakati pezvakawanda zvinowirirana (kuwirirana)
• Tarisa uone akasiyana echikamu ehuwandu hwehuwandu
• Ongorora univariate kana bivariate kugoverwa uye wozvienzanisa pakati peseti dzakasiyana dze data
• Dhirowa mitsara yekumisikidza mitsara yezvakasiyana zvinoenderana.

Julia

Julia mutauro-wechirongwa-wechirongwa, kunyangwe eInowedzera kushandiswa nemasayendisiti uye mainjiniya kune ayo ekugona manejimendi kugona uye ane hushamwari, maficha-akapfuma nharaunda iyo inosanganisira: sarudzo zhinji dzekuona dhata uye kuronga, kubata nyore kwemadatha seti nematanho ekudyidzana munguva chaiyo, maraibhurari akasiyana siyana ekudzidza kwemuchina uye akafanana macomputer maficha.

Pamusoro pemaraibhurari akagadzirwa natively ekunyengedza dhata, mashandiro mashandiro, uye izvo zvakanangana neBigData, mutauro wechirongwa cheJulia,  inotsigira zvakare kushandiswa kwePython, R, C / Fortran, C ++, uye Java mapakeji.