{"id":56904,"date":"2024-04-16T00:52:47","date_gmt":"2024-04-16T00:52:47","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=56904"},"modified":"2024-04-16T00:52:47","modified_gmt":"2024-04-16T00:52:47","slug":"what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/","title":{"rendered":"What is the term for the process of selecting a representative subset of a larger dataset for analysis?"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;Data Sampling&#8221; option2=&#8221;Data Integration&#8221; option3=&#8221;Data Transformation&#8221; option4=&#8221;Data Cleaning&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is A. Data Sampling.<\/p>\n<p>Data sampling is the process of selecting a subset of data from a larger dataset for analysis. The goal of data sampling is to reduce the size of the dataset while still maintaining a representative sample of the original data. This can be done in a number of ways, such as simple random sampling, stratified sampling, or cluster sampling.<\/p>\n<p>Data integration is the process of combining data from multiple sources into a single dataset. This can be done in a number of ways, such as using a data warehouse or a data lake. The goal of data integration is to create a single, unified view of the data that can be used for analysis.<\/p>\n<p>Data transformation is the process of converting data from one format to another. This can be done in a number of ways, such as using a data transformation tool or a programming language. The goal of data transformation is to make the data more compatible with the analysis tools that will be used.<\/p>\n<p>Data cleaning is the process of identifying and correcting errors in data. This can be done in a number of ways, such as using a data cleaning tool or a programming language. The goal of data cleaning is to ensure that the data is accurate and reliable before it is used for analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;Data Sampling&#8221; option2=&#8221;Data Integration&#8221; option3=&#8221;Data Transformation&#8221; option4=&#8221;Data Cleaning&#8221; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[735],"tags":[],"class_list":["post-56904","post","type-post","status-publish","format-standard","hentry","category-data-collection-and-preprocessing","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is the term for the process of selecting a representative subset of a larger dataset for analysis?<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is the term for the process of selecting a representative subset of a larger dataset for analysis?\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;Data Sampling&#8221; option2=&#8221;Data Integration&#8221; option3=&#8221;Data Transformation&#8221; option4=&#8221;Data Cleaning&#8221; correct=&#8221;option1&#8243;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"MCQ and Quiz for Exams\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-16T00:52:47+00:00\" \/>\n<meta name=\"author\" content=\"rawan239\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rawan239\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"What is the term for the process of selecting a representative subset of a larger dataset for analysis?","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:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/","og_locale":"en_US","og_type":"article","og_title":"What is the term for the process of selecting a representative subset of a larger dataset for analysis?","og_description":"[amp_mcq option1=&#8221;Data Sampling&#8221; option2=&#8221;Data Integration&#8221; option3=&#8221;Data Transformation&#8221; option4=&#8221;Data Cleaning&#8221; correct=&#8221;option1&#8243;]","og_url":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/","og_site_name":"MCQ and Quiz for Exams","article_published_time":"2024-04-16T00:52:47+00:00","author":"rawan239","twitter_card":"summary_large_image","twitter_misc":{"Written by":"rawan239","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/","url":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/","name":"What is the term for the process of selecting a representative subset of a larger dataset for analysis?","isPartOf":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#website"},"datePublished":"2024-04-16T00:52:47+00:00","dateModified":"2024-04-16T00:52:47+00:00","author":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209"},"breadcrumb":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/exam.pscnotes.com\/mcq\/what-is-the-term-for-the-process-of-selecting-a-representative-subset-of-a-larger-dataset-for-analysis\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/exam.pscnotes.com\/mcq\/"},{"@type":"ListItem","position":2,"name":"mcq","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/"},{"@type":"ListItem","position":3,"name":"Data science","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/data-science\/"},{"@type":"ListItem","position":4,"name":"Data collection and preprocessing","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/data-science\/data-collection-and-preprocessing\/"},{"@type":"ListItem","position":5,"name":"What is the term for the process of selecting a representative subset of a larger dataset for analysis?"}]},{"@type":"WebSite","@id":"https:\/\/exam.pscnotes.com\/mcq\/#website","url":"https:\/\/exam.pscnotes.com\/mcq\/","name":"MCQ and Quiz for Exams","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/exam.pscnotes.com\/mcq\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209","name":"rawan239","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","caption":"rawan239"},"sameAs":["https:\/\/exam.pscnotes.com"],"url":"https:\/\/exam.pscnotes.com\/mcq\/author\/rawan239\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/56904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/comments?post=56904"}],"version-history":[{"count":0,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/56904\/revisions"}],"wp:attachment":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/media?parent=56904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/categories?post=56904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/tags?post=56904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}