{"id":2149,"date":"2018-02-27T13:45:20","date_gmt":"2018-02-27T08:15:20","guid":{"rendered":"http:\/\/stepbystepschools.net\/?p=2149"},"modified":"2018-02-27T13:45:20","modified_gmt":"2018-02-27T08:15:20","slug":"data-science-training-in-mumbai-using-line-graph-in-r-programming-using-visual-studio","status":"publish","type":"post","link":"https:\/\/www.stepbystepschools.net\/?p=2149","title":{"rendered":"Data Science Training in Mumbai :- Using Line graph in R programming using Visual Studio."},"content":{"rendered":"<p>A line graph which is also known as a line chart is a type of graph used to visualize the value of given data over a period of time.<\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/1-10.png\" rel=\"attachment wp-att-2150\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/1-10.png\" alt=\"1\" width=\"537\" height=\"336\" class=\"aligncenter size-full wp-image-2150\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/1-10.png 537w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/1-10-300x188.png 300w\" sizes=\"(max-width: 537px) 100vw, 537px\" \/><\/a><\/p>\n<p>A line chart or graph is a single line diagram that connects a series of points by drawing line segments between them corresponding to a provided data.<\/p>\n<p>These points are arranged in one of their coordinate which usually the x-coordinate value and line charts are usually used in identifying the trends in data.<\/p>\n<p>A line graph consists of both horizontal x-axis and vertical y-axis.<\/p>\n<p>Nearly all line graphs only have positive number values hence there axes typically intersect near the bottom of the y-axis and the left end of the x-axis.<\/p>\n<p>The line graph is a powerful visual tool used for finance, marketing, and other areas. It is also useful in laboratory research, weather monitoring, or any other function involving a correlation between two numerical values.<\/p>\n<p>There can be two or more lines on a graph it can be used to compare values between them.<\/p>\n<p>To create and run our R program in Visual Studio we must first install some tools<\/p>\n<p>Now open Visual Studio on your pc and then click on Get Tools and features&#8230; inside Tools.<\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/2-10.png\" rel=\"attachment wp-att-2151\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/2-10.png\" alt=\"2\" width=\"602\" height=\"61\" class=\"aligncenter size-full wp-image-2151\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/2-10.png 602w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/2-10-300x30.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/a><\/p>\n<p>Now in the feature installation window check and install the following features.<\/p>\n<p>For Visual Studio 2017<\/p>\n<p>Contains Tools for Data Science<\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/3-9.png\" rel=\"attachment wp-att-2153\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/3-9.png\" alt=\"3\" width=\"403\" height=\"86\" class=\"alignleft size-full wp-image-2153\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/3-9.png 403w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/3-9-300x64.png 300w\" sizes=\"(max-width: 403px) 100vw, 403px\" \/><\/a><br \/>\n<\/br><br \/>\n<\/br><\/p>\n<p>After this please install R tools from the following link if the above package is not installed properly from the following link.<\/p>\n<p>But it is not necessary<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/docs.microsoft.com\/en-us\/visualstudio\/rtvs\/installing-r-tools-for-visual-studio\">https:\/\/docs.microsoft.com\/en-us\/visualstudio\/rtvs\/installing-r-tools-for-visual-studio<\/a><\/p>\n<p>You can also install R programming tool go to the following link for better support and download the software and install it.<\/p>\n<p><b>For Windows Users:<\/b><\/p>\n<p><a target=\"_blank\" href=\"https:\/\/ftp.iitm.ac.in\/cran\/\">https:\/\/ftp.iitm.ac.in\/cran\/<\/a><br \/>\n<a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/4-9.png\" rel=\"attachment wp-att-2154\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/4-9.png\" alt=\"4\" width=\"602\" height=\"118\" class=\"aligncenter size-full wp-image-2154\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/4-9.png 602w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/4-9-300x59.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/a><\/p>\n<p><b>For Linux Users:<\/b><\/p>\n<p>If you are on Linux platform then you can use this fast and easy command used in Linux which can be used to install R. The yum command is used for installing like this:<\/p>\n<p><span style=\"background-color: #C0C0C0\">$ yum install R<\/span><\/p>\n<p>For Ubuntu Linux or other Debian-related OSs, a more direct method is:<\/p>\n<p><span style=\"background-color: #C0C0C0\">$ apt-get install r-base<\/span><\/p>\n<p>Now let us start creating our R application in visual studio<br \/>\nGo to Files ->Project and add a new R project\n<\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/5-8.png\" rel=\"attachment wp-att-2155\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/5-8.png\" alt=\"5\" width=\"602\" height=\"368\" class=\"alignleft size-full wp-image-2155\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/5-8.png 602w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/5-8-300x183.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/a><\/p>\n<p>This is our project structure:<\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/6-6.png\" rel=\"attachment wp-att-2156\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/6-6.png\" alt=\"6\" width=\"319\" height=\"181\" class=\"alignleft size-full wp-image-2156\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/6-6.png 319w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/6-6-300x170.png 300w\" sizes=\"(max-width: 319px) 100vw, 319px\" \/><\/a><\/p>\n<p><\/br><br \/>\n<\/br><br \/>\n<\/br><br \/>\n<\/br><br \/>\n<\/br><\/p>\n<p>Now on the top left side is a new R file (script.R) where we can edit source code with all of Visual Studio Ide editing features.<br \/>\nAlso on the bottom left of Visual Studio is where you can find an R Interactive window in which you can interactively develop and test code.\n<\/p>\n<p>We can directly use R Interactive without the need of opening any new project.<br \/>\nThe <b>plot()<\/b> function in R is used to create the line graph.\n<\/p>\n<p>The following represents basic syntax for Line Graph &#8722;<\/p>\n<p><b><span style=\"background-color: #C0C0C0\">plot(v, type, col, xlab, ylab)<\/span><\/b><\/p>\n<p>Where<\/p>\n<ul>\n<li><b>v :<\/b>It is a vector containing the numeric values.<\/li>\n<li><b>type :<\/b>It takes the value &#8220;p&#8221; to draw the points of the graph while &#8220;l&#8221; to draw only the lines and &#8220;o&#8221; to draw both points and lines.<\/li>\n<li><b>xlab :<\/b>It is the label for x axis.<\/li>\n<li><b>ylab :<\/b>It is the label for y axis.<\/li>\n<li><b>main :<\/b>It is the Title of the chart.<\/li>\n<li><b>col :<\/b>It is used to give colours to both the points and lines.<\/li>\n<\/ul>\n<p>Following is the code and output for Single Line Graph:<\/p>\n<p>#Inserting the data into the data frame<br \/>\n<span style=\"background-color: #C0C0C0\">v <- c(7,12,28,3,41)<\/span><\/p>\n<p># Plot the bar chart.<\/p>\n<p><span style=\"background-color: #C0C0C0\">plot(v,type = &#8220;o&#8221;, col = &#8220;red&#8221;, xlab = &#8220;Month&#8221;, ylab = &#8220;Rain fall&#8221;,<br \/>\n   main = &#8220;Rain fall chart&#8221;)<br \/>\n<\/span>\n<\/p>\n<p># Give the chart file a name.<br \/>\n<span style=\"background-color: #C0C0C0\">png(file = &#8220;line_chart_label_colored.jpg&#8221;)<\/span><\/p>\n<p># Save the file.<br \/>\n<span style=\"background-color: #C0C0C0\">dev.off()<br \/>\n<\/span>\n<\/p>\n<p><b>Output:<\/b><\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/7-5.png\" rel=\"attachment wp-att-2157\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/7-5.png\" alt=\"7\" width=\"596\" height=\"502\" class=\"aligncenter size-full wp-image-2157\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/7-5.png 596w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/7-5-300x253.png 300w\" sizes=\"(max-width: 596px) 100vw, 596px\" \/><\/a><\/p>\n<p>Also let us see a demonstration for Multi Lines in a Line Graph:<\/p>\n<p># Create the data for the chart.<br \/>\n<span style=\"background-color: #C0C0C0\">v <- c(7,12,28,3,41)<br \/>\nt <- c(14,7,6,19,3)\n<\/span>\n<\/p>\n<p># Plot the bar chart.<br \/>\n<span style=\"background-color: #C0C0C0\">plot(v,type = &#8220;o&#8221;,col = &#8220;red&#8221;, xlab = &#8220;Month&#8221;, ylab = &#8220;Rain fall&#8221;,<br \/>\n   main = &#8220;Rain fall chart&#8221;)<br \/>\n<\/span><span style=\"background-color: #C0C0C0\">lines(t, type = &#8220;o&#8221;, col = &#8220;blue&#8221;)<\/span><\/p>\n<p># Give the chart file a name.<br \/>\n<span style=\"background-color: #C0C0C0\">png(file = &#8220;line_chart_2_lines.jpg&#8221;)<\/span>\n<\/p>\n<p># Save the file.<br \/>\n<span style=\"background-color: #C0C0C0\">dev.off()<br \/>\n<\/span>\n<\/p>\n<p><b>Output:<\/b><\/p>\n<p><a href=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/8-5.png\" rel=\"attachment wp-att-2158\"><img loading=\"lazy\" src=\"http:\/\/stepbystepschools.net\/wp-content\/uploads\/2018\/02\/8-5.png\" alt=\"8\" width=\"587\" height=\"501\" class=\"aligncenter size-full wp-image-2158\" srcset=\"https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/8-5.png 587w, https:\/\/www.stepbystepschools.net\/wp-content\/uploads\/2018\/02\/8-5-300x256.png 300w\" sizes=\"(max-width: 587px) 100vw, 587px\" \/><\/a><\/p>\n<p><a target=\"_blank\" href=\"http:\/\/stepbystepschools.net\/?page_id=1842\">Syllabus of Data Science training in Mumbai<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A line graph which is also known as a line chart is a type of graph used to visualize the value of given data over a period of time. 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