{"id":24713,"date":"2022-11-01T06:04:31","date_gmt":"2022-11-01T06:04:31","guid":{"rendered":"https:\/\/analystprep.com\/cfa-level-1-exam\/?p=24713"},"modified":"2025-03-15T11:13:16","modified_gmt":"2025-03-15T11:13:16","slug":"data-organization-for-quantitative-analysis","status":"publish","type":"post","link":"https:\/\/analystprep.com\/cfa-level-1-exam\/quantitative-methods\/data-organization-for-quantitative-analysis\/","title":{"rendered":"Data Organization for Quantitative Analysis"},"content":{"rendered":"<p><iframe loading=\"lazy\" src=\"\/\/www.youtube.com\/embed\/XCKuqfoNqOo\" width=\"611\" height=\"343\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Typically, raw data can be organized into the following two formats for quantitative analysis:<\/p>\n<ul>\n<li><strong>One-dimensional array<\/strong>: A one-dimensional array is the simplest format for representing a single variable, such as the daily trading volume of the stock exchange.<\/li>\n<\/ul>\n<ul>\n<li><strong>Two-dimensional rectangular array<\/strong>: A two-dimensional rectangular array (also called a data table) is a format that consists of columns and rows for representing multiple variables and multiple observations.\u00a0 The image below is an example:<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31034\" src=\"https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1.png\" alt=\"\" width=\"1590\" height=\"1057\" srcset=\"https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1.png 1590w, https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1-300x199.png 300w, https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1-1024x681.png 1024w, https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1-768x511.png 768w, https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1-1536x1021.png 1536w, https:\/\/analystprep.com\/cfa-level-1-exam\/wp-content\/uploads\/2021\/08\/Img_1-400x266.png 400w\" sizes=\"auto, (max-width: 1590px) 100vw, 1590px\" \/><\/p>\n<h4><strong>Example: One-dimensional Array and Two-dimensional Array<\/strong><\/h4>\n<p>Refer to the following two arrays and identify the one which is one-dimensional and the other which is two-dimensional.<\/p>\n<p>$$\\begin{array}{}\\textbf{Array 1}\\end{array}$$<\/p>\n<p>$$\\begin{array}{l|c|c|c|c} \\textbf{Year}&amp;\\textbf{2017}&amp;\\textbf{2018}&amp;\\textbf{2019}&amp;\\textbf{2020}\\\\ \\hline \\text{Closing price of}&amp;5.7&amp;5.22&amp;5.13&amp;5.17\\\\ \\text{stock (in USD)}&amp;{}&amp;{}&amp;{}&amp;{}\\\\ \\end{array}$$<\/p>\n<p>$$\\begin{array}{}\\textbf{Array 2}\\end{array}$$<\/p>\n<p>$$<br \/>\n\\begin{aligned}<br \/>\n&amp;\\textbf { Fertilizer Sector Profit after Tax (PKR MN) } \\\\<br \/>\n&amp;\\begin{array}{c|c|c}<br \/>\n\\textbf { Company } &amp; \\textbf { 2QFY21 } &amp; \\textbf { 2QFY22 } \\\\<br \/>\n\\hline \\text { A } &amp; 2,315 &amp; 981 \\\\<br \/>\n\\hline \\text { B } &amp; 2,478 &amp; 272 \\\\<br \/>\n\\hline \\text { C } &amp; 820 &amp; 222 \\\\<br \/>\n\\hline \\text { D } &amp; 965 &amp; 10 \\\\<br \/>\n\\end{array}<br \/>\n\\end{aligned}<br \/>\n$$<\/p>\n<p><strong>Solution<\/strong><\/p>\n<p>Array 1 represents a one-dimensional array, while Array 2 represents a two-dimensional array.<\/p>\n<blockquote>\n<h3>Question<\/h3>\n<p><span data-preserver-spaces=\"true\">Which of the following statements is\u00a0<\/span><em><span data-preserver-spaces=\"true\">most likely\u00a0<\/span><\/em><span data-preserver-spaces=\"true\">correct? <\/span><span data-preserver-spaces=\"true\">A two-dimensional array is:<\/span><\/p>\n<ol style=\"list-style-type: upper-alpha;\">\n<li><span data-preserver-spaces=\"true\">Most suitable for organizing raw panel data.<\/span><\/li>\n<li><span data-preserver-spaces=\"true\">Suitable for organizing raw time-series data of a single variable.<\/span><\/li>\n<li><span data-preserver-spaces=\"true\">Appropriate for organizing raw cross-sectional data.<\/span><\/li>\n<\/ol>\n<p><strong><span data-preserver-spaces=\"true\">Solution<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">The correct answer is <strong>A<\/strong>.<\/span><\/p>\n<p><span data-preserver-spaces=\"true\">Remember that panel data consist of observations made on one or more variables for multiple observational units. In other words, panel data is a combination of time series data and cross-sectional data. <\/span><\/p>\n<p><span data-preserver-spaces=\"true\">Therefore, a two-dimensional array would be suitable for organizing panel data. This is because it consists of columns to accommodate <\/span><span data-preserver-spaces=\"true\">variable(s) for the observational units and rows that accommodate the observations made through time.<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">B is incorrect<\/span><\/strong>. <span data-preserver-spaces=\"true\">A one-dimensional array is suitable for organizing time-series data of a single variable.<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">C is incorrect<\/span><\/strong>.<span data-preserver-spaces=\"true\"> A one-dimensional array is suitable for organizing cross-sectional data.<\/span><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Typically, raw data can be organized into the following two formats for quantitative analysis: One-dimensional array: A one-dimensional array is the simplest format for representing a single variable, such as the daily trading volume of the stock exchange. Two-dimensional rectangular&#8230;<\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-24713","post","type-post","status-publish","format-standard","hentry","category-quantitative-methods","blog-post","no-post-thumbnail","animate"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Organization in Quantitative Analysis | CFA Level 1<\/title>\n<meta name=\"description\" content=\"Learn how raw data is structured for quantitative analysis using one-dimensional arrays and two-dimensional rectangular arrays (data tables).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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