{"id":25422,"date":"2022-11-04T15:01:38","date_gmt":"2022-11-04T18:01:38","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/scientific-writing-copy\/"},"modified":"2022-11-21T15:53:47","modified_gmt":"2022-11-21T18:53:47","slug":"research-data","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/lv\/petniecibas-dati\/","title":{"rendered":"P\u0113tniec\u012bbas datu skaidrojums ar piem\u0113riem"},"content":{"rendered":"<p>Lai atrisin\u0101tu probl\u0113mas un aprakst\u012btu k\u0101du par\u0101d\u012bbu, p\u0113tnieki pla\u0161i izmanto datus. Atbildes uz daudziem jaut\u0101jumiem sniedz p\u0113t\u012bjuma dati. K\u0101 j\u016bs atbild\u0113tu uz jaut\u0101jumu, ja s\u0101kum\u0101 neb\u016btu inform\u0101cijas? Izp\u0113tot datus, j\u016bs varat atkl\u0101t interesantus mode\u013cus un atkl\u0101t bag\u0101t\u012bgu inform\u0101ciju.<\/p>\n\n\n\n<p>Vi\u0146u rad\u012bto inform\u0101ciju ietekm\u0113 p\u0113t\u0101mie dati, m\u0113r\u0137i un las\u012bt\u0101ju perspekt\u012bvas. P\u0113tniekiem vienm\u0113r, kad vi\u0146i r\u016bp\u012bgi p\u0113ta datus un ir atv\u0113rti nepaz\u012bstam\u0101m tendenc\u0113m, koncepcij\u0101m un rezult\u0101tiem, ir j\u0101paliek objekt\u012bviem. Apl\u016bkosim, kas ir p\u0113t\u012bjuma dati un k\u0101das ir to kategorijas.<\/p>\n\n\n\n<h2>Kas ir p\u0113tniec\u012bbas dati?<\/h2>\n\n\n\n<p>P\u0113t\u012bjuma dati ir inform\u0101cija, kas sav\u0101kta, dokument\u0113ta, apkopota vai rad\u012bta, lai apstiprin\u0101tu s\u0101kotn\u0113jo p\u0113t\u012bjumu rezult\u0101tu ticam\u012bbu. P\u0113tniec\u012bbas dati, tostarp sarakstes ieraksti un laboratorijas ieraksti, bie\u017ei ir digit\u0101li, bet var b\u016bt ar\u012b nedigit\u0101li.<\/p>\n\n\n\n<p>P\u0113t\u012bjumu dati nav tikai skait\u013ci. Jebkur\u0161 materi\u0101ls, kas tiek izmantots un analiz\u0113ts p\u0113tniec\u012bb\u0101, tiek uzskat\u012bts par p\u0113t\u012bjuma datiem. Da\u017e\u0101s akad\u0113miskaj\u0101s jom\u0101s terminu \"p\u0113tniec\u012bbas materi\u0101li\" lieto bie\u017e\u0101k nek\u0101 \"p\u0113tniec\u012bbas dati\".&nbsp;<\/p>\n\n\n\n<p>Ir daudz veidu, k\u0101 v\u0101kt p\u0113t\u012bjuma datus. P\u0113tniec\u012bbas datu apjoms, ko var ieg\u016bt no viena p\u0113tnieka darba, ir neierobe\u017eots. Ir daudz datu veidu, piem\u0113ram, videoklipi, statistikas dati, grafiki, transkripcijas, audio faili, transkrib\u0113tas intervijas, eksperimentos ieg\u016btie dati, programmu kodi un daudzi citi.<\/p>\n\n\n\n<h2>&nbsp;P\u0113tniec\u012bbas datu piem\u0113ri<\/h2>\n\n\n\n<p>Ir daudz veidu, k\u0101 v\u0101kt p\u0113t\u012bjuma datus. \u0160eit ir da\u017eas iesp\u0113jas:<\/p>\n\n\n\n<ul>\n<li>Faili, piem\u0113ram, dokumenti un izkl\u0101jlapas<\/li>\n\n\n\n<li>Laboratoriju, ekskursiju un dienasgr\u0101matu bloki<\/li>\n\n\n\n<li>Kodu gr\u0101matas, transkrib\u0113tas intervijas un anketas<\/li>\n\n\n\n<li>Videolentes un audiolentes<\/li>\n\n\n\n<li>Att\u0113li, videoieraksti<\/li>\n\n\n\n<li>Testa rezult\u0101ti<\/li>\n\n\n\n<li>Diapozit\u012bvs, objekts, paraugs vai gad\u012bjuma izp\u0113te.<\/li>\n\n\n\n<li>Digitaliz\u0113ti produkcijas arh\u012bvi<\/li>\n\n\n\n<li>Ieejas\/izejas dati<\/li>\n\n\n\n<li>Algoritms vai modelis<\/li>\n\n\n\n<li>Anot\u0101cijas<\/li>\n\n\n\n<li>Programmat\u016bras ievades, izvades, \u017eurn\u0101lu failu, datu strukt\u016bru anal\u012bze.<\/li>\n\n\n\n<li>Procesi un metodolo\u0123ijas<\/li>\n<\/ul>\n\n\n\n<h2>K\u0101p\u0113c ir svar\u012bgi dal\u012bties ar p\u0113tniec\u012bbas datiem?<\/h2>\n\n\n\n<p>Datu koplieto\u0161ana, nevis jau public\u0113tu p\u0113t\u012bjumu atk\u0101rto\u0161ana ir izdev\u012bgs veids, k\u0101 balst\u012bties uz citu p\u0113tnieku darbu. Daloties ar datiem, var ar\u012b veikt p\u0113t\u012bjumu t\u0113mu metaanal\u012bzi. Daudzas finans\u0113\u0161anas a\u0123ent\u016bras un instit\u016bcijas tagad pieprasa publiski dal\u012bties ar p\u0113t\u012bjumu rezult\u0101tiem.&nbsp;<\/p>\n\n\n\n<p>Datu izplat\u012b\u0161ana un izmanto\u0161ana p\u0113tniec\u012bbas ekosist\u0113m\u0101 tiek uzlabota, pateicoties lab\u0101kai datu apmai\u0146ai, p\u0101rredzam\u012bbai un inform\u0101cijas pieejam\u012bbai. Rezult\u0101t\u0101 publisk\u0101 politika un pl\u0101no\u0161ana var tikt balst\u012bta uz kvalitat\u012bv\u0101kiem un pieejam\u0101kiem faktiem.<\/p>\n\n\n\n<p>Gan p\u0113tnieks, gan p\u0113t\u012bjuma sponsors guva labumu no datu koplieto\u0161anas. Tas mudina p\u0113tniekus lab\u0101k p\u0101rvald\u012bt savus datus un nodro\u0161in\u0101t, ka dati ir kvalitat\u012bvi, ja tiem var piek\u013c\u016bt vi\u0146u kol\u0113\u0123i un sabiedr\u012bba. Datu koplieto\u0161ana veicina inform\u0113t\u012bbu un turpm\u0101kus p\u0113t\u012bjumus sav\u0101s kompetences jom\u0101s. P\u0113tniec\u012bbas sponsori un p\u0113tnieki var g\u016bt labumu no datu koplieto\u0161anas, palielinot savu atpaz\u012bstam\u012bbu un atpaz\u012bstam\u012bbu.<\/p>\n\n\n\n<p>Zin\u0101tnieku aprindas liel\u0101 m\u0113r\u0101 atbalsta datu koplieto\u0161anu, ta\u010du, lai to \u012bstenotu, ir nepiecie\u0161ams daudz laika, p\u016b\u013cu un resursu. Lai sagatavotu datus koplieto\u0161anai, ir svar\u012bgi r\u016bp\u012bgi dokument\u0113t datu v\u0101k\u0161anas metodes un p\u0113t\u012bjumu rezult\u0101tus.<\/p>\n\n\n\n<h2>P\u0113tniec\u012bbas datu avoti<\/h2>\n\n\n\n<p>P\u0113t\u012bjuma datus ir iesp\u0113jams ieg\u016bt da\u017e\u0101du iemeslu d\u0113\u013c un izmantojot vair\u0101kas metodes. Da\u017ei piem\u0113ri ir uzskait\u012bti turpm\u0101k:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Nov\u0113rojumu dati:<\/strong> Uzved\u012bba vai darb\u012bba tiek nov\u0113rota un fiks\u0113ta k\u0101 nov\u0113rojumu dati. Datu v\u0101k\u0161anai izmanto da\u017e\u0101das metodes, tostarp nov\u0113ro\u0161anu, aptaujas anketas, k\u0101 ar\u012b monitoringa ier\u012bces un instrumentus.<\/li>\n\n\n\n<li><strong>Eksperiment\u0101lie dati:<\/strong>&nbsp;Ja main\u012bgais main\u012bgais lielums tiek main\u012bts, p\u0113tnieku m\u0113r\u0137is ir rad\u012bt at\u0161\u0137ir\u012bbu vai rad\u012bt izmai\u0146as, akt\u012bvi iejaucoties. P\u0113tnieki parasti var noteikt c\u0113lo\u0146sakar\u012bbas, izmantojot eksperiment\u0101los datus, un ieg\u016btos rezult\u0101tus var pla\u0161i izmantot. Ar \u0161\u0101da veida datu reproduc\u0113\u0161anu parasti ir saist\u012btas izmaksas.<\/li>\n\n\n\n<li><strong>Simul\u0101cijas dati:<\/strong> Datormode\u013ci imit\u0113 re\u0101lu procesu uzved\u012bbu laika gait\u0101, lai ieg\u016btu simul\u0101cijas datus. Izejas dati ir svar\u012bg\u0101ki par metadatiem un no testa mode\u013ciem \u0123ener\u0113to modeli.&nbsp;<\/li>\n\n\n\n<li><strong>Atvasin\u0101tie\/kompil\u0113tie dati:<\/strong>&nbsp; Dati, kas ir modific\u0113ti no iepriek\u0161\u0113jiem datu paraugiem. Ja dati tiek pazaud\u0113ti, tos var reproduc\u0113t, ta\u010du izmaksas b\u016btu augstas. Tr\u012bsdimensiju mode\u013ci un datub\u0101zu apkopo\u0161ana ir piem\u0113ri.<\/li>\n\n\n\n<li><strong>Atsauces vai kanoniskie dati:<\/strong> T\u0101s ir apjom\u012bgas kompaktu public\u0113tu un r\u016bp\u012bgi sagatavotu datu kopu kolekcijas. Piem\u0113rs var\u0113tu b\u016bt datub\u0101ze, kur\u0101 g\u0113nu sekvences, datub\u0101ze ar atomu strukt\u016br\u0101m vai datub\u0101ze, kur\u0101 glab\u0101jas koordin\u0101tas.<\/li>\n<\/ul>\n\n\n\n<h2>J\u016bsu darba ietekmes un atpaz\u012bstam\u012bbas palielin\u0101\u0161ana&nbsp;<\/h2>\n\n\n\n<p>Ir zi\u0146ots, ka rakstiem ar grafiskiem kopsavilkumiem soci\u0101lajos t\u012bklos ir 8 reizes vair\u0101k kop\u012bgo\u0161anu. Tagad j\u016bs saprotat, cik svar\u012bgi ir savos rakstos iek\u013caut pietiekami daudz grafikas.&nbsp;<\/p>\n\n\n\n<p>Par laimi, tagad to ir \u013coti vienk\u0101r\u0161i izdar\u012bt. Izmantojot <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>, varat izveidot ilustr\u0101cijas, plak\u0101tus un grafiskus kopsavilkumus, veicot tikai da\u017eus klik\u0161\u0137us. M\u016bsu eksperti tos var ar\u012b piel\u0101got. Negaidiet ilg\u0101k, dariet to jau \u0161odien!<\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"K\u0101 | Izveidot diagrammas Mind the Graph\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/vks4vD98isQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Efekt\u012bvu zin\u0101tnisko fig\u016bru izveide da\u017eu min\u016b\u0161u laik\u0101<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Datu ieguve \u013cauj ieg\u016bt interesantus mode\u013cus un atkl\u0101t bag\u0101t\u012bgu inform\u0101ciju. Apskat\u012bsim, kas ir izp\u0113tes dati un to kategorijas.<\/p>","protected":false},"author":27,"featured_media":25432,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Research Data Explained with Examples<\/title>\n<meta name=\"description\" content=\"Mining data allows interesting patterns and uncovering a wealth of information. 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She is currently pursuing a master's degree in Bioentrepreneurship from Karolinska Institute. She is interested in health and diseases, global health, socioeconomic development, and women's health. As a science enthusiast, she is keen in learning more about the scientific world and wants to play a part in making a difference.","sameAs":["http:\/\/linkedin.com\/in\/aayushizaveri"],"url":"https:\/\/mindthegraph.com\/blog\/lv\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/posts\/25422"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/comments?post=25422"}],"version-history":[{"count":6,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/posts\/25422\/revisions"}],"predecessor-version":[{"id":25444,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/posts\/25422\/revisions\/25444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/media\/25432"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/media?parent=25422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/categories?post=25422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/lv\/wp-json\/wp\/v2\/tags?post=25422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}