{"id":187,"date":"2017-05-21T18:41:53","date_gmt":"2017-05-21T15:41:53","guid":{"rendered":"https:\/\/www.datuskola.lv\/?p=187"},"modified":"2020-10-18T18:51:57","modified_gmt":"2020-10-18T15:51:57","slug":"vai-dati-izglabs-velesanas","status":"publish","type":"post","link":"https:\/\/www.datuskola.lv\/index.php\/2017\/05\/21\/vai-dati-izglabs-velesanas\/","title":{"rendered":"Vai dati izgl\u0101bs v\u0113l\u0113\u0161anas?"},"content":{"rendered":"\n

17. maij\u0101 r\u012bkoj\u0101m st\u0101stu prezent\u0101ciju, kur\u0101 mediju “Diena” un “Delfi” komandas dal\u012bj\u0101s sav\u0101 pieredz\u0113, k\u0101 tapa p\u0113t\u012bjumi un divi datos balst\u012btie st\u0101sti, k\u0101 ar\u012b koment\u0101ru par datu noz\u012bm\u012bbu v\u0113l\u0113\u0161an\u0101s sniedza politolo\u0123e, “Providus” p\u0113tniece Iveta Ka\u017eoka.<\/p>\n\n\n\n

K\u0101 Latvij\u0101 tikt pie it k\u0101 \u201catv\u0113rtiem datiem\u201d par pa\u0161vald\u012bbu deput\u0101tiem? K\u0101 datu kart\u0113\u0161ana pa novadiem var pal\u012bdz\u0113t v\u0113l\u0113t\u0101jam izv\u0113rt\u0113t sava novada att\u012bst\u012bbu? K\u0101 v\u0113rt\u0113jama inform\u0101cijas kvalit\u0101te Latvij\u0101 pirmsv\u0113l\u0113\u0161anu laik\u0101? Ar viedok\u013ciem dal\u0101s diskusijas dal\u012bbnieki. <\/p>\n\n\n\n

17. maija pas\u0101kuma “Vai dati izgl\u0101bs v\u0113l\u0113\u0161anas? Mediju datu st\u0101sti” ierakstu varat noskat\u012bties vietn\u0113 Youtube<\/em> \u0161eit<\/a>.<\/p>\n\n\n\n

Dati st\u0101sta<\/strong><\/p>\n\n\n\n

Laiks, kad s\u0101k\u0101s darbs pie “Delfu” interakt\u012bv\u0101 r\u012bka izveides, sakrita ar fake news<\/em> skand\u0101liem un Donalda Trampa iev\u0113l\u0113\u0161anu ASV prezidenta amat\u0101. “Delfu” galvenais redaktors Ingus B\u0113rzi\u0146\u0161 to min k\u0101 papildus motiv\u0101ciju l\u0113mumam, ka j\u0101rada strat\u0113\u0123ija, k\u0101 medijam pa\u0161iem noteikt dienask\u0101rt\u012bbu pirmsv\u0113l\u0113\u0161anu laik\u0101, nevis pak\u013cauties politi\u0137u noteiktaj\u0101m aktualit\u0101t\u0113m.<\/p>\n\n\n\n

Izveidot\u0101 interakt\u012bv\u0101 datu vizualiz\u0113\u0161anas platforma<\/a> k\u013cuvusi par vienu no instrumentiem v\u0113rt\u012bga satura rad\u012b\u0161anai. Taj\u0101 gan latvie\u0161u, gan krievu valod\u0101 apkopota, kart\u0113ta un sal\u012bdzin\u0101ta inform\u0101cija par pa\u0161vald\u012bb\u0101m p\u0113c 24 parametriem: piem., akt\u012bvo uz\u0146\u0113mumu skaits uz 1000 iedz\u012bvot\u0101jiem, bezdarba l\u012bmenis 2015. gad\u0101 un sal\u012bdzin\u0101jumam \u2013 2010. gad\u0101; tr\u016bc\u012bgo iedz\u012bvot\u0101ju \u012bpatsvars 2015. un 2010. gad\u0101, iedz\u012bvot\u0101ju skaita izmai\u0146as kop\u0161 2010. gada un citi, kas \u013cauj izdar\u012bt objekt\u012bv\u0101kus secin\u0101jumus par to, k\u0101 katra pa\u0161vald\u012bba izskat\u0101s uz citu fona, k\u0101ds ir iedz\u012bvot\u0101ju labkl\u0101j\u012bbas l\u012bmenis un, kas b\u016btiski v\u0113l\u0113\u0161anu kontekst\u0101, \u2013 kur\u0101s pa\u0161vald\u012bb\u0101s l\u012bdz\u0161in\u0113j\u0101 domes sasaukuma darbs ir bijis produkt\u012bvs un kur\u0101s ne.<\/p>\n\n\n\n

Ingus B\u0113rzi\u0146\u0161 teic, ka skaitlisk\u0101s inform\u0101cijas vizualiz\u0113\u0161ana interkat\u012bv\u0101s kart\u0113s \u013c\u0101vusi ieraudz\u012bt, ka Latvij\u0101 notiku\u0161as \u0101rpr\u0101t\u012bgas ziepes.<\/em> Diskusij\u0101 vi\u0146\u0161 izsaka cer\u012bbu, ka inform\u0101cija, kas izteikta skait\u013cos un faktos, las\u012bt\u0101ju ievilin\u0101s un liks dom\u0101t, neatst\u0101s vienaldz\u012bgu, bet liks doties balsot vai pat kandid\u0113t n\u0101kamaj\u0101s v\u0113l\u0113\u0161an\u0101s.<\/p>\n\n\n\n

\u00a0“Delfu” p\u0113t\u012bjums \u013cauj ieraudz\u012bt visu Latvijas novadu realit\u0101ti skait\u013cos, tikm\u0113r “Dienas” p\u0113t\u012bjums un t\u0101 rezult\u0101t\u0101 tapu\u0161ais “Apmekl\u0113jumametrs” st\u0101sta par pa\u0161reiz\u0113jo domnieku attieksm\u0113m \u2013 pret savu darbu, v\u0113l\u0113t\u0101jiem \u2013, k\u0101 ar\u012b datu atkl\u0101t\u012bbas jaut\u0101jumu. “Dienas” \u017eurn\u0101liste Sab\u012bne B\u0113rzi\u0146a, raksturojot domnieku darba apmekl\u0113juma statistiku, teic: “Ja neb\u016btu tik nopietni, b\u016btu smiekl\u012bgi,” jo p\u0113t\u012bjum\u0101 atkl\u0101tais \u0161ok\u0113 (pla\u0161\u0101k par p\u0113t\u012bjumu varat las\u012bt ar\u012b laikraksta interneta vietn\u0113).<\/p>\n\n\n\n

“Apmekl\u0113jumametra”<\/a> l\u012bdzautors Kaspars Salenieks diskusij\u0101 min: neticami, ka nen\u0101k\u0161ana uz darbu tiek uzskat\u012bta par normu. Projekta autoru st\u0101st\u012btais aicina izdar\u012bt secin\u0101jumus, ka var\u0113tu past\u0101v\u0113t saist\u012bba starp s\u0113\u017eu apmekl\u0113jumu un attieksmi pret saviem darba dev\u0113jiem \u2013 mums, v\u0113l\u0113t\u0101jiem.<\/p>\n\n\n\n

“Providus” p\u0113tniece Iveta Ka\u017eoka, raksturojot abus projektus, uzsver, ka kart\u0113t\u0101 inform\u0101cija ir b\u016btisks resurss, k\u0101ds l\u012bdz \u0161im Latvij\u0101 nav bijis. \u0160aj\u0101s v\u0113l\u0113\u0161an\u0101s ir daudz vair\u0101k inform\u0101cijas par re\u0123ioniem nek\u0101 iepriek\u0161.<\/p>\n\n\n\n

K\u0101 nepazust datos<\/strong><\/p>\n\n\n\n

Datu vizualiz\u0113\u0161ana un kart\u0113\u0161ana k\u0101 datu anal\u012bzes metode ir pamats, uz kura b\u016bv\u0113ti abi datu st\u0101sti. Tom\u0113r v\u0113l viens b\u016btisks aspekts, kuru risin\u0101ju\u0161as abas komandas, bet kas p\u0113t\u012bjuma m\u0113roga zi\u0146\u0101 \u012bpa\u0161i b\u016btisks bijis “Delfu” platformas izveid\u0113, ir \u2013 k\u0101 cilv\u0113kam nepazust lielaj\u0101 datu g\u016bzm\u0101.<\/p>\n\n\n\n

Apkopot\u0101s inform\u0101cijas daudzums gala rezult\u0101t\u0101 bija tik liels, ka datu vizualiz\u0101cijas speci\u0101listei un “Delfu” m\u0101kslinieciskajai redaktorei Ilzei Vanovskai kop\u0101 ar komandu n\u0101c\u0101s mekl\u0113t speci\u0101lu veidu, k\u0101d\u0101 datus vizualiz\u0113t, lai las\u012bt\u0101jam tos b\u016btu viegli sal\u012bdzin\u0101t un analiz\u0113t, k\u0101 ar\u012b atrast sev interes\u0113jo\u0161o inform\u0101ciju. Sadarb\u012bb\u0101 ar uz\u0146\u0113mumu “Infogr.am” tapu\u0161ais r\u012bks visnota\u013c labi pilda \u0161\u012bs funkcijas. Ilze Vanovska k\u0101 galveno, lai cilv\u0113ki, sastapu\u0161ies ar lielo inform\u0101cijas apjomu, neapmulstu, uzsver p\u0101rdom\u0101ta “mar\u0161ruta” izveidi \u2013 interakt\u012bv\u0101 r\u012bka autori izpl\u0101noju\u0161i vair\u0101kus iesp\u0113jamos ce\u013cus, k\u0101 “Delfu” las\u012bt\u0101ji inform\u0101ciju iepaz\u012bs, k\u0101da b\u016bs sal\u012bdzin\u0101mo parametru sec\u012bba, inform\u0101cijas sada\u013cu savstarp\u0113j\u0101 sasaiste. Lietot\u0101ju navig\u0101ciju nevar atst\u0101t pa\u0161pl\u016bsm\u0101, jo zud\u012bs gan vi\u0146u interese, gan pa\u0161a r\u012bka j\u0113gpilnums. Par to, ka platforma sp\u0113j piesaist\u012bt un notur\u0113t “Delfu” apmekl\u0113t\u0101ju uzman\u012bbu, liecina apmekl\u0113juma statistika \u2013 l\u012bdz pas\u0101kuma dienai platformu apmekl\u0113ju\u0161i 130 t\u016bksto\u0161i unik\u0101lo lietot\u0101ju, un ar\u012b platform\u0101 vid\u0113ji pavad\u012btais laiks liecina, ka datu st\u0101sti, kurus papildina report\u0101\u017eas no lielaj\u0101m pils\u0113t\u0101m, Latvijas iedz\u012bvot\u0101jus interes\u0113.<\/p>\n\n\n\n

Kas bremz\u0113 un kas motiv\u0113 datu \u017eurn\u0101listiku<\/strong><\/p>\n\n\n\n

Latvij\u0101 joproj\u0101m neatrisin\u0101ts jaut\u0101jums ir datu pieejam\u012bba, par kuru “Dienas” \u017eurn\u0101listes un “Apmekl\u0113jumametra” l\u012bdzautores \u2013 Inese Liepi\u0146a un Sab\u012bne B\u0113rzi\u0146a \u2013 rakst\u012bju\u0161as jau iepriek\u0161<\/a>. Ar\u012b veicot datu v\u0101k\u0161anu, \u017eurn\u0101listes sask\u0101r\u0101s ar pa\u0161vald\u012bbu noraido\u0161u attieksmi un nev\u0113l\u0113\u0161anos domnieku s\u0113\u017eu apmekl\u0113jumu publiskot. Savuk\u0101rt Vides aizsardz\u012bbas un re\u0123ion\u0101las att\u012bst\u012bbas ministrijas p\u0101rst\u0101vji, kuru p\u0101rzi\u0146\u0101 ir ar\u012b datu atkl\u0101t\u012bbas jaut\u0101jums, pa\u0161vald\u012bbu r\u012bc\u012bbu centu\u0161ies attaisnot.<\/p>\n\n\n\n

\u017durn\u0101liste Sab\u012bne B\u0113rzi\u0146a min apst\u0101kli, ka p\u0113t\u012bjuma veik\u0161anai j\u0101velt\u012b savs br\u012bvais laiks, darba dienu vakari, naktis un br\u012bvdienas. Tas ir viens  no faktoriem, kas attur \u017eurn\u0101listus no v\u0113lmes str\u0101d\u0101t ar datiem un veidot tajos balst\u012btus st\u0101stus. “Dienas” veiktajam p\u0113t\u012bjumam velt\u012bts tik daudz p\u016b\u013cu, ka motiv\u0101cija \u0161\u0101du p\u0113t\u012bjumu atk\u0101rtot z\u016bd. Ta\u010du \u017eurn\u0101listu iek\u0161\u0113j\u0101 motiv\u0101cija ne\u013cauj atsl\u0101bt \u2013 n\u0101kamaj\u0101 p\u0113t\u012bjum\u0101 “Dienas” \u017eurn\u0101listes veiku\u0161as visu pa\u0161vald\u012bbu v\u0113l\u0113\u0161an\u0101s start\u0113jo\u0161o partiju programmu (teju 600) teksta anal\u012bzi, atkl\u0101jot to bie\u017ei vien absurdo un komisko saturu.<\/p>\n\n\n\n

“Delfu” gad\u012bjum\u0101 p\u0113t\u012bjuma veik\u0161ana ir bijis redakcion\u0101ls l\u0113mums, un galvenais redaktors Ingus B\u0113rzi\u0146\u0161 atz\u012bm\u0113, ka soci\u0101li atbild\u012bg\u0101m liet\u0101m ir v\u0113rts t\u0113r\u0113ties. “Delfu” komandai tika rad\u012bti atbilsto\u0161i apst\u0101k\u013ci \u2013 vieta, laiks, zin\u0101\u0161anas par l\u012bdz\u012bgu projektu lab\u0101kajiem paraugiem \u2013, lai realiz\u0113tu iecer\u0113to.<\/p>\n\n\n\n

Pie\u0146emt inform\u0113tu l\u0113mumu<\/strong><\/p>\n\n\n\n

Iveta Ka\u017eoka, koment\u0113jot datu ietekmi uz gaid\u0101maj\u0101m v\u0113l\u0113\u0161an\u0101m, ir attur\u012bga, jo ir daudz nezin\u0101mo un v\u0113l neizp\u0113t\u012bto faktoru, kas nosaka politisko partiju popularit\u0101ti re\u0123ion\u0101l\u0101 l\u012bmen\u012b. Tom\u0113r, vi\u0146aspr\u0101t, b\u016btiski veidot augstv\u0113rt\u012bgu priek\u0161v\u0113l\u0113\u0161anu diskusiju kult\u016bru, lai izgl\u012btotu v\u0113l\u0113t\u0101ju, r\u016bp\u0113ties par inform\u0101cijas kvalit\u0101ti. Ka\u017eoka uzsver, ka \u0161ogad inform\u0101cijas kvalit\u0101tes lati\u0146a pacelta \u012bpa\u0161i augstu un Latvij\u0101 \u0161\u0101d\u0101 l\u012bmen\u012b v\u0113l nav bijusi. Vi\u0146a tic, ka tam b\u016bs ietekme uz v\u0113l\u0113\u0161anu rezult\u0101tiem.<\/p>\n\n\n\n

Nosl\u0113dzot diskusiju, tika mekl\u0113ta atbilde uz jaut\u0101jumu “Vai ar datiem var g\u0101zt pagastveci?”. Skaidrs ir viens \u2013 g\u0101\u0161ana, pied\u0101v\u0101jot kvalitat\u012bvas alternat\u012bvas, b\u016bs j\u0101dara pa\u0161iem v\u0113l\u0113t\u0101jiem. Lai 3. j\u016bnij\u0101 mums visiem izdodas pie\u0146emt inform\u0113tu l\u0113mumu!<\/p>\n\n\n\n

Pateicamies Zieme\u013cvalstu Ministru padomes birojam Latvij\u0101 par atbalstu pas\u0101kuma noris\u0113 un \u201cDelfi\u201d un \u201cDienas\u201d p\u0101rst\u0101vjiem par dal\u012b\u0161anos projektu tap\u0161anas iespaidos!<\/p>\n","protected":false},"excerpt":{"rendered":"

17. maij\u0101 r\u012bkoj\u0101m st\u0101stu prezent\u0101ciju, kur\u0101 mediju “Diena” un “Delfi” komandas dal\u012bj\u0101s sav\u0101 pieredz\u0113, k\u0101 tapa p\u0113t\u012bjumi un divi datos balst\u012btie st\u0101sti, k\u0101 ar\u012b koment\u0101ru par datu noz\u012bm\u012bbu v\u0113l\u0113\u0161an\u0101s sniedza politolo\u0123e, “Providus” p\u0113tniece Iveta Ka\u017eoka. K\u0101 Latvij\u0101 tikt pie it k\u0101 \u201catv\u0113rtiem datiem\u201d par pa\u0161vald\u012bbu deput\u0101tiem? K\u0101 datu kart\u0113\u0161ana pa novadiem var pal\u012bdz\u0113t v\u0113l\u0113t\u0101jam izv\u0113rt\u0113t […]<\/p>\n","protected":false},"author":1,"featured_media":188,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[],"_links":{"self":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/187"}],"collection":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/comments?post=187"}],"version-history":[{"count":1,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/187\/revisions"}],"predecessor-version":[{"id":189,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/187\/revisions\/189"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media\/188"}],"wp:attachment":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media?parent=187"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/categories?post=187"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/tags?post=187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}