{"id":181476,"date":"2024-04-15T19:21:27","date_gmt":"2024-04-15T18:21:27","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=181476"},"modified":"2024-03-04T18:53:51","modified_gmt":"2024-03-04T17:53:51","slug":"s-language-everything-you-need-to-know-about-this-language","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/s-language-everything-you-need-to-know-about-this-language","title":{"rendered":"S language: Everything you need to know about this language"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"181476\" class=\"elementor elementor-181476\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99477a6 e-flex e-con-boxed e-con\" data-id=\"99477a6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf48fa elementor-widget elementor-widget-heading\" data-id=\"5bf48fa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">The S language, dedicated to statistical analysis, has had a major impact on the evolution of Data Science, and in particular led to the creation of R. But what is it worth today, and is its use still relevant? Find out all you need to know!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6db7c4 elementor-widget elementor-widget-text-editor\" data-id=\"f6db7c4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>To analyze data, <strong>Data Science professionals<\/strong> often turn to general-purpose <a href=\"https:\/\/datascientest.com\/en\/apache-pig-everything-you-need-to-know-about-the-hadoop-programming-language\">programming languages<\/a> such as Python.<\/p><p>However, when efficiency and power are priorities, it&#8217;s best to turn to languages specifically designed for this use case. Among the most popular is the<strong> S language.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f779b74 e-flex e-con-boxed e-con\" data-id=\"f779b74\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41a661e elementor-widget elementor-widget-heading\" data-id=\"41a661e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What is S language?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13769c1 elementor-widget elementor-widget-text-editor\" data-id=\"13769c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In the early 1970s, John Chambers and his colleagues at Bell Laboratories saw a growing need for statistical analysis.<\/p><p>To meet these needs, they decided to create an extension to the<strong> Fortran<\/strong> programming language: the <strong>S language.<\/strong><\/p><p>This language soon evolved to include advanced statistical features. Its <strong>syntax is based on simple, expressive concepts.<\/strong><\/p><p>One of its strengths lies in its dynamic typing. This means that variables do not need to be declared with a specific type.<\/p><p>This <strong>flexibility facilitates data manipulation and rapid scripting.<\/strong><\/p><p>S programs are generally built from functions and expressions, encouraging a modular and functional approach, and are composed of several <strong>fundamental data types<\/strong> such as vectors and matrices, which are at the heart of its data manipulation system.<\/p><p>Vectors are a particularly important concept, as they enable data sets to be worked on efficiently and consistently.<\/p><p><strong>To interact with S,<\/strong> you can use a command-line interface or integrated development environments <a href=\"https:\/\/datascientest.com\/en\/pearson-and-spearman-correlations-a-guide-to-understanding-and-applying-correlation-methods\">(IDEs)<\/a>. Combined with the statistical power of the language, this simplicity of use makes it a popular choice for analysts and researchers.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1d5a1a e-con-full e-flex e-con\" data-id=\"e1d5a1a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65838d3 elementor-widget elementor-widget-heading\" data-id=\"65838d3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">A powerful analytical and statistical tool<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b9cfad elementor-widget elementor-widget-text-editor\" data-id=\"3b9cfad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>What sets the<strong> S language<\/strong> apart is its ability to manage and manipulate data with remarkable efficiency.<\/p><p>Data structures such as vectors, matrices and data frames enable analysts to store, organize and process data sets of varying size and complexity.<\/p><p>Matrices, on the other hand, can be used to work with two-dimensional data.<\/p><p>It also offers a wide range of built-in statistical libraries, enabling analysts to carry out a wide variety of analyses, from descriptive statistics to complex models.<\/p><p>The<a href=\"https:\/\/datascientest.com\/en\/altair-everything-you-need-to-know-about-this-statistical-visualization-library\"> statistical functions<\/a> included in the language facilitate the calculation of means, medians, standard deviations and other metrics important for understanding data.<\/p><p>In addition, S offers <a href=\"https:\/\/datascientest.com\/en\/getting-started-with-power-bi-online-your-introduction-to-data-visualization\">powerful visualization capabilities<\/a> to effectively communicate the results of an analysis. Its charting tools can be customized to meet specific needs.<\/p><p>From simple bar charts to more advanced DataViz such as bubble or lattice charts, this language enables analysts to transform data into powerful visual information.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-051dd4b elementor-widget elementor-widget-image\" data-id=\"051dd4b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/langage-s-analyse-de-donnees.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37bf781 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"37bf781\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-grow\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our Data training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b8c7e4 e-flex e-con-boxed e-con\" data-id=\"8b8c7e4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca22ad5 elementor-widget elementor-widget-heading\" data-id=\"ca22ad5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are its uses and limitations?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4902855 elementor-widget elementor-widget-text-editor\" data-id=\"4902855\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The <strong>S language<\/strong> is widely used in biomedical data analysis, where massive datasets are generated from genomic sequencing, clinical trials and other sources.<\/p><p><a href=\"https:\/\/datascientest.com\/en\/meanshift-everything-you-need-to-know-about-the-data-clustering-algorithm\"><strong>Data manipulation<\/strong> <\/a>and statistical capabilities enable researchers to discover genetic trends, detect associations and better understand even the most complex biological mechanisms.<\/p><p>In the<a href=\"https:\/\/datascientest.com\/en\/optimizing-financial-insights-with-microsoft-power-bi-finance\"> financial sector,<\/a> S can be used to create forecasting and market analysis models. Its ability to manipulate temporal data and perform sophisticated statistical analysis can help professionals identify trends, assess risks and make better decisions.<\/p><p>Nevertheless, this language sometimes performs less optimally than others.<\/p><p>This is particularly true when it comes to processing <strong>large volumes of data.<\/strong><\/p><p>What&#8217;s more, the size of the user community and the availability of documentation can sometimes pose problems for neophytes&#8230;<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31ac0b1 e-flex e-con-boxed e-con\" data-id=\"31ac0b1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4a520f elementor-widget elementor-widget-heading\" data-id=\"e4a520f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advanced uses of the S language<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfc39d0 elementor-widget elementor-widget-text-editor\" data-id=\"bfc39d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Having adopted the concepts of functional programming, the <strong>S language<\/strong> considers functions as first-class entities.<\/p><p><strong>What&#8217;s in it for you?<\/strong> To enable analysts to use functions as reusable modular elements in their scripts. This type of programming also encourages a declarative approach, where the emphasis is on what a function does rather than on the sequence of instructions to be executed.<\/p><p>In parallel, S also offers elements of object-oriented programming (OOP). This allows users to create objects, grouping together related data and functions, to organize their code in a more structured way.<\/p><p>OOP is particularly useful for complex <strong>analytical projects<\/strong>, as it allows real-world entities to be modeled in a more intuitive way.<\/p><p>The combination of these two programming concepts offers analysts unrivalled flexibility in tackling projects of all sizes and complexities. It&#8217;s as easy to create modular functions as it is to structure large-scale projects.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67da667 elementor-widget elementor-widget-image\" data-id=\"67da667\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/langage-s.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd825a0 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"dd825a0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Find out more about our Data training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1434e39 e-flex e-con-boxed e-con\" data-id=\"1434e39\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fb1451 elementor-widget elementor-widget-heading\" data-id=\"8fb1451\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Integration and ecosystem<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-555d14f elementor-widget elementor-widget-text-editor\" data-id=\"555d14f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Designed with <a href=\"https:\/\/datascientest.com\/en\/data-mesh-definition-importance-applications\">interoperability<\/a> in mind, the S language is designed to work in harmony with other languages and tools. This makes it a wise choice for analyses requiring integration with databases, enterprise systems or other technologies.<\/p><p>Analysts can easily import and export data to and from other formats and languages, boosting the efficiency of their workflows.<\/p><p>In addition, the S ecosystem is enriched by a variety of packages and extensions created by the community. This extends functionality by adding specialized tools for specific fields.<\/p><p>For example, in the <a href=\"https:\/\/datascientest.com\/en\/intel-announces-aurora-genai-its-trillion-parameter-supercomputer\">biological sciences,<\/a> packages are available for analyzing genomic data. Similarly, financial packages are available for modeling and forecasting economic trends.<\/p><p>These packages are very easy to install and use, enabling new functionalities to be added rapidly. This extension capability contributes to the flexibility and relevance of the <a href=\"https:\/\/datascientest.com\/en\/vpn-what-is-it-what-does-it-have-to-do-with-data-science\">language for Data Science.<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e3da46 e-flex e-con-boxed e-con\" data-id=\"9e3da46\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6fab153 elementor-widget elementor-widget-heading\" data-id=\"6fab153\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion: the S language, an influential tool in the history of Data Science<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e776549 elementor-widget elementor-widget-text-editor\" data-id=\"e776549\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The<strong> fruit of an exciting evolution<\/strong> since its inception, S has established itself as an invaluable tool for analysts and researchers.<\/p><p>Its roots in statistical analysis, advanced data manipulation,<a href=\"https:\/\/datascientest.com\/en\/dataviz-definition-objectives-and-uses\"> DataViz<\/a> capabilities and programming flexibility make it a powerful ally for exploring and interpreting the information hidden in data.<\/p><p>Despite its age, the user community and developers continue to refine and improve it to this day. It remains an essential tool in the arsenal of data scientists.<\/p><p>To learn how to master programming and all the best data science tools and techniques, choose DataScientest! Our training courses will enable you to become a Data Analyst, Data Scientist, Data Engineer or Data Product Manager.<\/p><p>You&#8217;ll learn about Python and its libraries, DataViz, Machine Learning and AI, data engineering, SQL and databases, and business intelligence platforms.<\/p><p>All our courses can be taken remotely via <strong>BootCamp<\/strong> or on a sandwich course. They lead to a state-recognized diploma and a certificate from Mines ParisTech PSL Executive Education.<\/p><p>You can also receive Cloud certification from <strong>Amazon Web Services or Microsoft Azure.<\/strong> Don&#8217;t waste another minute, and discover DataScientest now!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d42974b elementor-widget elementor-widget-image\" data-id=\"d42974b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/data-analysis-langage-s.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57533ac elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"57533ac\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Find out more about our training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fad3acf elementor-widget elementor-widget-text-editor\" data-id=\"fad3acf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Now you know all about the S language. For more information on the same subject, take a look at our Python dossier and our R language dossier.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24b6178 e-flex e-con-boxed e-con\" data-id=\"24b6178\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-153a994 elementor-widget elementor-widget-html\" data-id=\"153a994\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is the S language?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"In the early 1970s, at Bell Laboratories, John Chambers and his colleagues saw a growing need for statistical analysis. To meet these needs, they decided to create an extension of the Fortran programming language: the S language. This language soon evolved to include advanced statistical features. Its syntax is based on simple, expressive concepts. One of its strengths lies in its dynamic typing. This means that variables do not need to be declared with a specific type.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"A powerful analytical and statistical tool\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"What sets the S language apart is its ability to manage and manipulate data with remarkable efficiency. Data structures such as vectors, matrices and data frames enable analysts to store, organize and process data sets of varying size and complexity. 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To analyze data, Data Science professionals often turn to [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":181477,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2421],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>S language: Everything you need to know about this language<\/title>\n<meta name=\"description\" content=\"Dive deep into S language, an influential statistical programming language. 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