{"id":25899,"date":"2022-12-13T10:41:00","date_gmt":"2022-12-13T13:41:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/empirical-writing-copy\/"},"modified":"2024-05-29T14:31:52","modified_gmt":"2024-05-29T17:31:52","slug":"python-in-research","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/nb\/python-i-forskning\/","title":{"rendered":"Et Python-basert forskningsmilj\u00f8"},"content":{"rendered":"<p>Stadig flere mennesker fokuserer p\u00e5 \u00e5 trekke datadrevne konklusjoner som det prim\u00e6re m\u00e5let med arbeidet sitt, inkludert vitenskapelig forskning.&nbsp;<\/p>\n\n\n\n<p>N\u00e5r det gjelder h\u00e5ndtering av store datamengder, er mange brukere avhengige av programvare som Microsoft Excel eller Google Sheets. Selv om disse verkt\u00f8yene har et stort potensial, har de mange svakheter, blant annet at de ikke kan h\u00e5ndtere store datamengder.&nbsp;<\/p>\n\n\n\n<p>Dette er ikke tilfellet med Python. Dette er et av de mest popul\u00e6re programmeringsspr\u00e5kene som vokser utrolig raskt. Python har mange fordeler n\u00e5r det gjelder forskning. Vi skal ta en titt p\u00e5 dem i denne artikkelen.<\/p>\n\n\n\n<h2 id=\"h-in-research-how-does-python-play-a-role\">Hvordan spiller Python en rolle i forskningen?<\/h2>\n\n\n\n<p>Akademikere og andre forskere har tilgang til ulike forskningsferdigheter. Blant de mange programmeringsspr\u00e5kene som er tilgjengelige for nybegynnere, skiller Python seg ut som et av de mest brukervennlige og tilgjengelige. Programmering med Python kan brukes til \u00e5 utf\u00f8re et bredt spekter av forskningsoppgaver. Pythons pakker med \u00e5pen kildekode kan hjelpe forskere p\u00e5 en rekke m\u00e5ter.<\/p>\n\n\n\n<h3 id=\"h-data-collection\">Datainnsamling<\/h3>\n\n\n\n<p>Python gives users complete control over various aspects of research projects, which is attractive when it comes to data collection. Electronic surveys and behavioral experiments can, for example, be created with greater ease over measuring timing and presenting visual or audio content. In essence, Python allows you to retrieve virtually any Web data using programming. A single place where all information can be accessed easily through Python.<\/p>\n\n\n\n<h3 id=\"h-data-processing-and-management\">Databehandling og administrasjon<\/h3>\n\n\n\n<p>Den Python-baserte pakken gir mange muligheter for \u00e5 organisere og administrere data. Programmet lar deg konstruere, flytte, duplisere eller endre flere filer eller mapper samtidig.  En modulator i Python lar brukerne samhandle med datamaskinens operativsystem, noe som kan v\u00e6re spesielt nyttig for h\u00e5ndtering av store datamengder som ikke er regneark.<\/p>\n\n\n\n<h3 id=\"h-data-analysis\">Dataanalyse<\/h3>\n\n\n\n<p>Python is also capable of performing numerous types of statistics. The pandas package, for example, allows you to perform a quick Pearson correlation calculation between columns of data. Adding pandas and stats models as well as Scikit-learn, Python&#8217;s data analysis abilities have grown significantly.<\/p>\n\n\n\n<h2 id=\"h-what-makes-python-such-a-good-research-tool\">Hva gj\u00f8r Python til et s\u00e5 godt forskningsverkt\u00f8y?<\/h2>\n\n\n\n<p>Datamaskiner og smarttelefoner har forandret mange aspekter av livet v\u00e5rt i den moderne verden, ogs\u00e5 i forskningsmilj\u00f8et.  Forskere g\u00e5r i \u00f8kende grad over til \u00e5 lagre data i elektroniske formater, noe som f\u00f8rer til at det genereres enorme datamengder.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Programmeringsspr\u00e5ket Python er et uunnv\u00e6rlig verkt\u00f8y for dataforskere som skaper l\u00f8sninger p\u00e5 et bredt spekter av forskningsoppgaver. Forskere kan f\u00e5 betydelig innsikt i data ved hjelp av en rekke verkt\u00f8y som er tilgjengelige via denne plattformen. Forskningen kan gjennomf\u00f8res raskere og mer effektivt ved hjelp av koding i stedet for \u00e5 kaste bort mye tid p\u00e5 dagligdagse oppgaver.&nbsp;<\/p>\n\n\n\n<ul>\n<li>Det finnes mange muligheter for \u00e5 utvide funksjonene i Python. NumPy, et popul\u00e6rt Python-bibliotek for vitenskapelig databehandling, inkluderer n\u00e5 F2Py, en pakke som konverterer Fortran-subrutiner til Python. Python har ogs\u00e5 utmerkede alternativer for input\/output, spesielt for vitenskapelig databehandling, som inneb\u00e6rer h\u00e5ndtering av store datasett.<\/li>\n\n\n\n<li>En rekke vitenskapelige databehandlingsfunksjoner er innebygd i Python. SciPy-\u00f8kosystemer, som best\u00e5r av SciPy-biblioteket og flere uavhengige \"Scikit-learn\"-verkt\u00f8ysett, er inkludert i de fleste Python-distribusjoner. I tillegg til klassifisering, regresjon, clustering og matrisereduksjon inneholder sklearn-biblioteket en rekke effektive statistiske verkt\u00f8y.<\/li>\n\n\n\n<li>Graphical visualization is made easy with Python&#8217;s dynamic libraries.&nbsp; Matplotlib is a MATLAB-based plotting library for Python that most users will already be accustomed to working with. An open-source graphing library, Plotly, uses Plotly.js to create high-level, interactive graphs.<\/li>\n\n\n\n<li>Det finnes flere funksjoner for automatisering av oppgaver i Python. Det finnes en rekke Python-pakker som legger godt til rette for automatisering takket v\u00e6re de innebygde skriptfunksjonene. Det kreves en liten innsats for \u00e5 automatisere tidkrevende oppgaver og loggdata.<\/li>\n\n\n\n<li>Nye forskere feilberegner ofte hvor mye tid de vil bruke p\u00e5 \u00e5 manipulere, omforme og behandle dataene sine. Databehandling er Pythons sterke side. For nye forskere er dette en sv\u00e6rt god ressurs. Dupliserte oppf\u00f8ringer i SQL-databaser kan identifiseres og slettes ved hjelp av Python.<\/li>\n<\/ul>\n\n\n\n<p>Python-spr\u00e5ket har uendelig mange bruksomr\u00e5der innen forskning, men dette er de viktigste. Spr\u00e5ket kan v\u00e6re til nytte for alt fra nybegynnere til erfarne forskere. Det er mulig \u00e5 bruke Python b\u00e5de for \u00e5 forenkle arbeidet og for \u00e5 spare tid eller for \u00e5 utf\u00f8re mer forskning ved hjelp av spr\u00e5ket i fremtiden.&nbsp;<\/p>\n\n\n\n<h2 id=\"h-with-just-a-few-clicks-you-can-have-your-scientific-figures-illustrated-on-point\">Med bare noen f\u00e5 klikk kan du f\u00e5 de vitenskapelige figurene dine illustrert p\u00e5 en presis m\u00e5te<\/h2>\n\n\n\n<p>Gj\u00f8r vitenskapelige illustrasjoner og kommunikasjon mer effektiv med infografikk. <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Se opp for grafen<\/a> kan hjelpe deg med et bredt spekter av designalternativer og gi deg tilgang til mer enn 65 000 vitenskapelig n\u00f8yaktige bilder som er relevante for vitenskapen.<\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"600\" height=\"338\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/09\/3iezpf5xkd3.gif\" alt=\"\" class=\"wp-image-20197\"\/><\/figure><\/div>\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\">La oss f\u00e5 forskningen din ut i verden<\/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>","protected":false},"excerpt":{"rendered":"<p>Python er et av de mest popul\u00e6re programmeringsspr\u00e5kene som vokser utrolig raskt. Forst\u00e5 de mange fordelene n\u00e5r det gjelder forskning.<\/p>","protected":false},"author":27,"featured_media":25907,"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>A Python-based research environment<\/title>\n<meta name=\"description\" content=\"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/nb\/python-i-forskning\/\" \/>\n<meta property=\"og:locale\" content=\"nb_NO\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Python-based research environment\" \/>\n<meta property=\"og:description\" content=\"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/nb\/python-i-forskning\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-13T13:41:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-29T17:31:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/blog-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1124\" \/>\n\t<meta property=\"og:image:height\" content=\"613\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Aayushi Zaveri\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"A Python-based research environment\" \/>\n<meta name=\"twitter:description\" content=\"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/blog-1.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aayushi Zaveri\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A Python-based research environment","description":"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mindthegraph.com\/blog\/nb\/python-i-forskning\/","og_locale":"nb_NO","og_type":"article","og_title":"A Python-based research environment","og_description":"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.","og_url":"https:\/\/mindthegraph.com\/blog\/nb\/python-i-forskning\/","og_site_name":"Mind the Graph Blog","article_published_time":"2022-12-13T13:41:00+00:00","article_modified_time":"2024-05-29T17:31:52+00:00","og_image":[{"width":1124,"height":613,"url":"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/blog-1.jpg","type":"image\/jpeg"}],"author":"Aayushi Zaveri","twitter_card":"summary_large_image","twitter_title":"A Python-based research environment","twitter_description":"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.","twitter_image":"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/blog-1.jpg","twitter_misc":{"Written by":"Aayushi Zaveri","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mindthegraph.com\/blog\/python-in-research\/","url":"https:\/\/mindthegraph.com\/blog\/python-in-research\/","name":"A Python-based research environment","isPartOf":{"@id":"https:\/\/mindthegraph.com\/blog\/#website"},"datePublished":"2022-12-13T13:41:00+00:00","dateModified":"2024-05-29T17:31:52+00:00","author":{"@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/bbd0a706ff2842e8aff298830658ddbd"},"description":"Python is one of the top programming languages that are growing incredibly fast. Understand the many benefits when it comes to research.","breadcrumb":{"@id":"https:\/\/mindthegraph.com\/blog\/python-in-research\/#breadcrumb"},"inLanguage":"nb-NO","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mindthegraph.com\/blog\/python-in-research\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/mindthegraph.com\/blog\/python-in-research\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mindthegraph.com\/blog\/"},{"@type":"ListItem","position":2,"name":"A Python-Based Research Environment"}]},{"@type":"WebSite","@id":"https:\/\/mindthegraph.com\/blog\/#website","url":"https:\/\/mindthegraph.com\/blog\/","name":"Mind the Graph Blog","description":"Your science can be beautiful!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mindthegraph.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"nb-NO"},{"@type":"Person","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/bbd0a706ff2842e8aff298830658ddbd","name":"Aayushi Zaveri","image":{"@type":"ImageObject","inLanguage":"nb-NO","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b2a0d532f6fba932612a6cef1fc289c0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b2a0d532f6fba932612a6cef1fc289c0?s=96&d=mm&r=g","caption":"Aayushi Zaveri"},"description":"Aayushi Zaveri majored in biotechnology engineering. 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\/nb\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/posts\/25899"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/comments?post=25899"}],"version-history":[{"count":7,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/posts\/25899\/revisions"}],"predecessor-version":[{"id":54527,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/posts\/25899\/revisions\/54527"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/media\/25907"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/media?parent=25899"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/categories?post=25899"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/nb\/wp-json\/wp\/v2\/tags?post=25899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}