Found 16 repositories(showing 16)
hiteshsuthar01
<html lang="en-US"><head><script type="text/javascript" async="" src="https://script.4dex.io/localstore.js"></script> <title>HTML p tag</title> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="Keywords" content="HTML, Python, CSS, SQL, JavaScript, How to, PHP, Java, C, C++, C#, jQuery, Bootstrap, Colors, W3.CSS, XML, MySQL, Icons, NodeJS, React, Graphics, Angular, R, AI, Git, Data Science, Code Game, Tutorials, Programming, Web Development, Training, Learning, Quiz, Exercises, Courses, Lessons, References, Examples, Learn to code, Source code, Demos, Tips, Website"> <meta name="Description" content="Well organized and easy to understand Web building tutorials with lots of examples of how to use HTML, CSS, JavaScript, SQL, Python, PHP, Bootstrap, Java, XML and more."> <meta property="og:image" content="https://www.w3schools.com/images/w3schools_logo_436_2.png"> <meta property="og:image:type" content="image/png"> <meta property="og:image:width" content="436"> <meta property="og:image:height" content="228"> <meta property="og:description" content="W3Schools offers free online tutorials, references and exercises in all the major languages of the web. Covering popular subjects like HTML, CSS, JavaScript, Python, SQL, Java, and many, many more."> <link rel="icon" href="/favicon.ico" type="image/x-icon"> <link rel="preload" href="/lib/fonts/fontawesome.woff2?14663396" as="font" type="font/woff2" crossorigin=""> <link rel="preload" href="/lib/fonts/source-code-pro-v14-latin-regular.woff2" as="font" type="font/woff2" crossorigin=""> <link rel="preload" href="/lib/fonts/roboto-mono-v13-latin-500.woff2" as="font" type="font/woff2" crossorigin=""> <link rel="preload" href="/lib/fonts/source-sans-pro-v14-latin-700.woff2" as="font" type="font/woff2" crossorigin=""> <link rel="preload" href="/lib/fonts/source-sans-pro-v14-latin-600.woff2" as="font" type="font/woff2" crossorigin=""> <link rel="preload" href="/lib/fonts/freckle-face-v9-latin-regular.woff2" as="font" type="font/woff2" crossorigin=""> <link rel="stylesheet" href="/lib/w3schools30.css"> <script async="" src="//confiant-integrations.global.ssl.fastly.net/prebid/202204201359/wrap.js"></script><script type="text/javascript" src="https://confiant-integrations.global.ssl.fastly.net/t_Qv_vWzcBDsyn934F1E0MWBb1c/prebid/config.js" async=""></script><script type="text/javascript" async="" src="https://www.google-analytics.com/gtm/js?id=GTM-WJ88MZ5&cid=1308236804.1650718121"></script><script async="" src="https://www.google-analytics.com/analytics.js"></script><script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','https://www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-3855518-1', 'auto'); ga('require', 'displayfeatures'); ga('require', 'GTM-WJ88MZ5'); ga('send', 'pageview'); </script> <script src="/lib/uic.js?v=1.0.3"></script> <script data-cfasync="false" type="text/javascript"> var k42 = false; k42 = true; </script> <script data-cfasync="false" type="text/javascript"> window.snigelPubConf = { "adengine": { "activeAdUnits": ["main_leaderboard", "sidebar_top", "bottom_left", "bottom_right"] } } uic_r_a() </script> <script async="" data-cfasync="false" src="https://cdn.snigelweb.com/adengine/w3schools.com/loader.js" type="text/javascript"></script> <script src="/lib/my-learning.js?v=1.0.9"></script> <script type="text/javascript"> var stickyadstatus = ""; function fix_stickyad() { document.getElementById("stickypos").style.position = "sticky"; var elem = document.getElementById("stickyadcontainer"); if (!elem) {return false;} if (document.getElementById("skyscraper")) { var skyWidth = Number(w3_getStyleValue(document.getElementById("skyscraper"), "width").replace("px", "")); } else { var skyWidth = Number(w3_getStyleValue(document.getElementById("right"), "width").replace("px", "")); } elem.style.width = skyWidth + "px"; if (window.innerWidth <= 992) { elem.style.position = ""; elem.style.top = stickypos + "px"; return false; } var stickypos = document.getElementById("stickypos").offsetTop; var docTop = window.pageYOffset || document.documentElement.scrollTop || document.body.scrollTop; var adHeight = Number(w3_getStyleValue(elem, "height").replace("px", "")); if (stickyadstatus == "") { if ((stickypos - docTop) < 60) { elem.style.position = "fixed"; elem.style.top = "60px"; stickyadstatus = "sticky"; document.getElementById("stickypos").style.position = "sticky"; } } else { if ((docTop + 60) - stickypos < 0) { elem.style.position = ""; elem.style.top = stickypos + "px"; stickyadstatus = ""; document.getElementById("stickypos").style.position = "static"; } } if (stickyadstatus == "sticky") { if ((docTop + adHeight + 60) > document.getElementById("footer").offsetTop) { elem.style.position = "absolute"; elem.style.top = (document.getElementById("footer").offsetTop - adHeight) + "px"; document.getElementById("stickypos").style.position = "static"; } else { elem.style.position = "fixed"; elem.style.top = "60px"; stickyadstatus = "sticky"; document.getElementById("stickypos").style.position = "sticky"; } } } function w3_getStyleValue(elmnt,style) { if (window.getComputedStyle) { return window.getComputedStyle(elmnt,null).getPropertyValue(style); } else { return elmnt.currentStyle[style]; } } </script> <link rel="stylesheet" type="text/css" href="/browserref.css"> <script type="text/javascript" async="" src="//cdn.snigelweb.com/prebid/5.20.2/prebid.js?v=3547-1650632016452"></script><script type="text/javascript" async="" src="//c.amazon-adsystem.com/aax2/apstag.js"></script><script type="text/javascript" async="" src="//securepubads.g.doubleclick.net/tag/js/gpt.js"></script><script type="text/javascript" async="" src="https://adengine.snigelweb.com/w3schools.com/3547-1650632016452/adngin.js"></script><script type="text/javascript" async="" src="//cdn.snigelweb.com/argus/argus.js"></script><meta http-equiv="origin-trial" content="AxujKG9INjsZ8/gUq8+dTruNvk7RjZQ1oFhhgQbcTJKDnZfbzSTE81wvC2Hzaf3TW4avA76LTZEMdiedF1vIbA4AAABueyJvcmlnaW4iOiJodHRwczovL2ltYXNkay5nb29nbGVhcGlzLmNvbTo0NDMiLCJmZWF0dXJlIjoiVHJ1c3RUb2tlbnMiLCJleHBpcnkiOjE2NTI3NzQ0MDAsImlzVGhpcmRQYXJ0eSI6dHJ1ZX0="><meta http-equiv="origin-trial" content="Azuce85ORtSnWe1MZDTv68qpaW3iHyfL9YbLRy0cwcCZwVnePnOmkUJlG8HGikmOwhZU22dElCcfrfX2HhrBPAkAAAB7eyJvcmlnaW4iOiJodHRwczovL2RvdWJsZWNsaWNrLm5ldDo0NDMiLCJmZWF0dXJlIjoiVHJ1c3RUb2tlbnMiLCJleHBpcnkiOjE2NTI3NzQ0MDAsImlzU3ViZG9tYWluIjp0cnVlLCJpc1RoaXJkUGFydHkiOnRydWV9"><meta http-equiv="origin-trial" content="A16nvcdeoOAqrJcmjLRpl1I6f3McDD8EfofAYTt/P/H4/AWwB99nxiPp6kA0fXoiZav908Z8etuL16laFPUdfQsAAACBeyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiVHJ1c3RUb2tlbnMiLCJleHBpcnkiOjE2NTI3NzQ0MDAsImlzU3ViZG9tYWluIjp0cnVlLCJpc1RoaXJkUGFydHkiOnRydWV9"><meta http-equiv="origin-trial" content="AxBHdr0J44vFBQtZUqX9sjiqf5yWZ/OcHRcRMN3H9TH+t90V/j3ENW6C8+igBZFXMJ7G3Pr8Dd13632aLng42wgAAACBeyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXN5bmRpY2F0aW9uLmNvbTo0NDMiLCJmZWF0dXJlIjoiVHJ1c3RUb2tlbnMiLCJleHBpcnkiOjE2NTI3NzQ0MDAsImlzU3ViZG9tYWluIjp0cnVlLCJpc1RoaXJkUGFydHkiOnRydWV9"><meta http-equiv="origin-trial" content="A88BWHFjcawUfKU3lIejLoryXoyjooBXLgWmGh+hNcqMK44cugvsI5YZbNarYvi3roc1fYbHA1AVbhAtuHZflgEAAAB2eyJvcmlnaW4iOiJodHRwczovL2dvb2dsZS5jb206NDQzIiwiZmVhdHVyZSI6IlRydXN0VG9rZW5zIiwiZXhwaXJ5IjoxNjUyNzc0NDAwLCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlfQ=="><meta http-equiv="origin-trial" content="AzoawhTRDevLR66Y6MROu167EDncFPBvcKOaQispTo9ouEt5LvcBjnRFqiAByRT+2cDHG1Yj4dXwpLeIhc98/gIAAACFeyJvcmlnaW4iOiJodHRwczovL2RvdWJsZWNsaWNrLm5ldDo0NDMiLCJmZWF0dXJlIjoiUHJpdmFjeVNhbmRib3hBZHNBUElzIiwiZXhwaXJ5IjoxNjYxMjk5MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlfQ=="><meta http-equiv="origin-trial" content="A6+nc62kbJgC46ypOwRsNW6RkDn2x7tgRh0wp7jb3DtFF7oEhu1hhm4rdZHZ6zXvnKZLlYcBlQUImC4d3kKihAcAAACLeyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXN5bmRpY2F0aW9uLmNvbTo0NDMiLCJmZWF0dXJlIjoiUHJpdmFjeVNhbmRib3hBZHNBUElzIiwiZXhwaXJ5IjoxNjYxMjk5MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlfQ=="><meta http-equiv="origin-trial" content="A/9La288e7MDEU2ifusFnMg1C2Ij6uoa/Z/ylwJIXSsWfK37oESIPbxbt4IU86OGqDEPnNVruUiMjfKo65H/CQwAAACLeyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiUHJpdmFjeVNhbmRib3hBZHNBUElzIiwiZXhwaXJ5IjoxNjYxMjk5MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlfQ=="><script src="https://securepubads.g.doubleclick.net/gpt/pubads_impl_2022042001.js?cb=31067210" async=""></script><argprec0></argprec0><argprec1></argprec1><style type="text/css">.snigel-cmp-framework .sn-inner {background-color:#fffefe!important;}.snigel-cmp-framework .sn-b-def {border-color:#04aa6d!important;color:#04aa6d!important;}.snigel-cmp-framework .sn-b-def.sn-blue {color:#ffffff!important;background-color:#04aa6d!important;border-color:#04aa6d!important;}.snigel-cmp-framework .sn-selector ul li {color:#04aa6d!important;}.snigel-cmp-framework .sn-selector ul li:after {background-color:#04aa6d!important;}.snigel-cmp-framework .sn-footer-tab .sn-privacy a {color:#04aa6d!important;}.snigel-cmp-framework .sn-arrow:after,.snigel-cmp-framework .sn-arrow:before {background-color:#04aa6d!important;}.snigel-cmp-framework .sn-switch input:checked + span::before {background-color:#04aa6d!important;}#adconsent-usp-link {border: 1px solid #04aa6d!important;color:#04aa6d!important;}#adconsent-usp-banner-optout input:checked + .adconsent-usp-slider {background-color:#04aa6d!important;}#adconsent-usp-banner-btn {color:#ffffff;border: solid 1px #04aa6d!important;background-color:#04aa6d!important; }</style><link rel="preload" href="https://adservice.google.co.in/adsid/integrator.js?domain=www.w3schools.com" as="script"><script type="text/javascript" src="https://adservice.google.co.in/adsid/integrator.js?domain=www.w3schools.com"></script><link rel="preload" href="https://adservice.google.com/adsid/integrator.js?domain=www.w3schools.com" as="script"><script type="text/javascript" src="https://adservice.google.com/adsid/integrator.js?domain=www.w3schools.com"></script><meta http-equiv="origin-trial" content="A4/Htern2udN9w3yJK9QgWQxQFruxOXsXL7cW60DyCl0EZFGCSme/J33Q/WzF7bBkVvhEWDlcBiUyZaim5CpFQwAAACceyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiQ29udmVyc2lvbk1lYXN1cmVtZW50IiwiZXhwaXJ5IjoxNjQzMTU1MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlLCJ1c2FnZSI6InN1YnNldCJ9"><meta http-equiv="origin-trial" content="A4/Htern2udN9w3yJK9QgWQxQFruxOXsXL7cW60DyCl0EZFGCSme/J33Q/WzF7bBkVvhEWDlcBiUyZaim5CpFQwAAACceyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiQ29udmVyc2lvbk1lYXN1cmVtZW50IiwiZXhwaXJ5IjoxNjQzMTU1MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlLCJ1c2FnZSI6InN1YnNldCJ9"><meta http-equiv="origin-trial" content="A4/Htern2udN9w3yJK9QgWQxQFruxOXsXL7cW60DyCl0EZFGCSme/J33Q/WzF7bBkVvhEWDlcBiUyZaim5CpFQwAAACceyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiQ29udmVyc2lvbk1lYXN1cmVtZW50IiwiZXhwaXJ5IjoxNjQzMTU1MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlLCJ1c2FnZSI6InN1YnNldCJ9"><meta http-equiv="origin-trial" content="A4/Htern2udN9w3yJK9QgWQxQFruxOXsXL7cW60DyCl0EZFGCSme/J33Q/WzF7bBkVvhEWDlcBiUyZaim5CpFQwAAACceyJvcmlnaW4iOiJodHRwczovL2dvb2dsZXRhZ3NlcnZpY2VzLmNvbTo0NDMiLCJmZWF0dXJlIjoiQ29udmVyc2lvbk1lYXN1cmVtZW50IiwiZXhwaXJ5IjoxNjQzMTU1MTk5LCJpc1N1YmRvbWFpbiI6dHJ1ZSwiaXNUaGlyZFBhcnR5Ijp0cnVlLCJ1c2FnZSI6InN1YnNldCJ9"><link rel="preload" href="https://adservice.google.co.in/adsid/integrator.js?domain=www.w3schools.com" as="script"><script type="text/javascript" src="https://adservice.google.co.in/adsid/integrator.js?domain=www.w3schools.com"></script><link rel="preload" href="https://adservice.google.com/adsid/integrator.js?domain=www.w3schools.com" as="script"><script type="text/javascript" src="https://adservice.google.com/adsid/integrator.js?domain=www.w3schools.com"></script></head> <body> <style> #darkmodemenu { position:absolute; top:-40px; right:16px; padding:5px 20px 10px 18px; border-bottom-left-radius:5px; border-bottom-right-radius:5px; z-index:-1; transition: top 0.2s; user-select: none; } #darkmodemenu input,#darkmodemenu label { cursor:pointer; } </style> <script> ( function setThemeMode() { var x = localStorage.getItem("preferredmode"); var y = localStorage.getItem("preferredpagemode"); if (x == "dark") { document.body.className += " darktheme"; ga('send', 'event', 'theme' , "darkcode"); } if (y == "dark") { document.body.className += " darkpagetheme"; ga('send', 'event', 'theme' , "darkpage"); } })(); </script> <div id="pagetop" class="w3-bar w3-card-2 notranslate"> <a href="https://www.w3schools.com" class="w3-bar-item w3-button w3-hover-none w3-left w3-padding-16" title="Home" style="width:77px"> <i class="fa fa-logo ws-text-green ws-hover-text-green" style="position:relative;font-size:42px!important;"></i> </a> <style> @media screen and (max-width: 1080px) { .ws-hide-1080 { ddddisplay: none !important; } } @media screen and (max-width: 1160px) { .topnavmain_video { display: none !important; } } </style> <a class="w3-bar-item w3-button w3-hide-small barex bar-item-hover w3-padding-24" href="javascript:void(0)" onclick="w3_open_nav('tutorials')" id="navbtn_tutorials" title="Tutorials" style="width:116px">Tutorials <i class="fa fa-caret-down" style="font-size: 20px; display: inline;"></i><i class="fa fa-caret-up" style="display:none"></i></a> <a class="w3-bar-item w3-button w3-hide-small barex bar-item-hover w3-padding-24" href="javascript:void(0)" onclick="w3_open_nav('references')" id="navbtn_references" title="References" style="width:132px">References <i class="fa fa-caret-down" style="font-size: 20px; display: inline;"></i><i class="fa fa-caret-up" style="display:none"></i></a> <a class="w3-bar-item w3-button w3-hide-small barex bar-item-hover w3-padding-24 ws-hide-800" href="javascript:void(0)" onclick="w3_open_nav('exercises')" id="navbtn_exercises" title="Exercises" style="width:118px">Exercises <i class="fa fa-caret-down" style="font-size: 20px; display: inline;"></i><i class="fa fa-caret-up" style="display:none"></i></a> <a class="w3-bar-item w3-button w3-hide-medium bar-item-hover w3-hide-small w3-padding-24 barex topnavmain_video" href="https://www.w3schools.com/videos/index.php" title="Video Tutorials" onclick="ga('send', 'event', 'Videos' , 'fromTopnavMain')">Videos</a> <a class="w3-bar-item w3-button w3-hide-medium bar-item-hover w3-hide-small w3-padding-24 barex" href="/pro/index.php" title="Go Pro" onclick="ga('send', 'event', 'Pro' , 'fromTopnavMainASP')">Pro <span class="ribbon-topnav ws-hide-1080">NEW</span></a> <a class="w3-bar-item w3-button bar-item-hover w3-padding-24" href="javascript:void(0)" onclick="w3_open()" id="navbtn_menu" title="Menu" style="width:93px">Menu <i class="fa fa-caret-down"></i><i class="fa fa-caret-up" style="display:none"></i></a> <div id="loginactioncontainer" class="w3-right w3-padding-16" style="margin-left:50px"> <div id="mypagediv" style="display: none;"></div> <!-- <button id="w3loginbtn" style="border:none;display:none;cursor:pointer" class="login w3-right w3-hover-greener" onclick='w3_open_nav("login")'>LOG IN</button>--> <a id="w3loginbtn" class="w3-bar-item w3-btn bar-item-hover w3-right" style="display: inline; width: 130px; background-color: rgb(4, 170, 109); color: white; border-radius: 25px;" href="https://profile.w3schools.com/log-in?redirect_url=https%3A%2F%2Fmy-learning.w3schools.com" target="_self">Log in</a> </div> <div class="w3-right w3-padding-16"> <!--<a class="w3-bar-item w3-button bar-icon-hover w3-right w3-hover-white w3-hide-large w3-hide-medium" href="javascript:void(0)" onclick="w3_open()" title="Menu"><i class='fa'></i></a> --> <a class="w3-bar-item w3-button bar-item-hover w3-right w3-hide-small barex" style="width: 140px; border-radius: 25px; margin-right: 15px;" href="https://courses.w3schools.com/" target="_blank" id="cert_navbtn" onclick="ga('send', 'event', 'Courses' , 'Clicked on courses in Main top navigation');" title="Courses">Paid Courses</a> <a class="w3-bar-item w3-button bar-item-hover w3-right ws-hide-900 w3-hide-small barex ws-pink" style="border-radius: 25px; margin-right: 15px;" href="https://www.w3schools.com/spaces" target="_blank" onclick="ga('send', 'event', 'spacesFromTopnavMain', 'click');" title="Get Your Own Website With W3Schools Spaces">Website <span class="ribbon-topnav ws-hide-1066">NEW</span></a> </div> </div> <div style="display: none; position: fixed; z-index: 4; right: 52px; height: 44px; background-color: rgb(40, 42, 53); letter-spacing: normal; top: 0px;" id="googleSearch"> <div class="gcse-search"></div> </div> <div style="display: none; position: fixed; z-index: 3; right: 111px; height: 44px; background-color: rgb(40, 42, 53); text-align: right; padding-top: 9px; top: 0px;" id="google_translate_element"></div> <div class="w3-card-2 topnav notranslate" id="topnav" style="position: fixed; top: 0px;"> <div style="overflow:auto;"> <div class="w3-bar w3-left" style="width:100%;overflow:hidden;height:44px"> <a href="javascript:void(0);" class="topnav-icons fa fa-menu w3-hide-large w3-left w3-bar-item w3-button" onclick="open_menu()" title="Menu"></a> <a href="/default.asp" class="topnav-icons fa fa-home w3-left w3-bar-item w3-button" title="Home"></a> <a class="w3-bar-item w3-button" href="/html/default.asp" title="HTML Tutorial" style="padding-left:18px!important;padding-right:18px!important;">HTML</a> <a class="w3-bar-item w3-button" href="/css/default.asp" title="CSS Tutorial">CSS</a> <a class="w3-bar-item w3-button" href="/js/default.asp" title="JavaScript Tutorial">JAVASCRIPT</a> <a class="w3-bar-item w3-button" href="/sql/default.asp" title="SQL Tutorial">SQL</a> <a class="w3-bar-item w3-button" href="/python/default.asp" title="Python Tutorial">PYTHON</a> <a class="w3-bar-item w3-button" href="/php/default.asp" title="PHP Tutorial">PHP</a> <a class="w3-bar-item w3-button" href="/bootstrap/bootstrap_ver.asp" title="Bootstrap Tutorial">BOOTSTRAP</a> <a class="w3-bar-item w3-button" href="/howto/default.asp" title="How To">HOW TO</a> <a class="w3-bar-item w3-button" href="/w3css/default.asp" title="W3.CSS Tutorial">W3.CSS</a> <a class="w3-bar-item w3-button" href="/java/default.asp" title="Java Tutorial">JAVA</a> <a class="w3-bar-item w3-button" href="/jquery/default.asp" title="jQuery Tutorial">JQUERY</a> <a class="w3-bar-item w3-button" href="/c/index.php" title="C Tutorial">C</a> <a class="w3-bar-item w3-button" href="/cpp/default.asp" title="C++ Tutorial">C++</a> <a class="w3-bar-item w3-button" href="/cs/index.php" title="C# Tutorial">C#</a> <a class="w3-bar-item w3-button" href="/r/default.asp" title="R Tutorial">R</a> <a class="w3-bar-item w3-button" href="/react/default.asp" title="React Tutorial">React</a> <a href="javascript:void(0);" class="topnav-icons fa w3-right w3-bar-item w3-button" onclick="gSearch(this)" title="Search W3Schools"></a> <a href="javascript:void(0);" class="topnav-icons fa w3-right w3-bar-item w3-button" onclick="gTra(this)" title="Translate W3Schools"></a> <!-- <a href='javascript:void(0);' class='topnav-icons fa w3-right w3-bar-item w3-button' onclick='changecodetheme(this)' title='Toggle Dark Code Examples'></a>--> <a href="javascript:void(0);" class="topnav-icons fa w3-right w3-bar-item w3-button" onmouseover="mouseoverdarkicon()" onmouseout="mouseoutofdarkicon()" onclick="changepagetheme(2)"></a> <!-- <a class="w3-bar-item w3-button w3-right" id='topnavbtn_exercises' href='javascript:void(0);' onclick='w3_open_nav("exercises")' title='Exercises'>EXERCISES <i class='fa fa-caret-down'></i><i class='fa fa-caret-up' style='display:none'></i></a> --> </div> <div id="darkmodemenu" class="ws-black" onmouseover="mouseoverdarkicon()" onmouseout="mouseoutofdarkicon()" style="top: -40px;"> <input id="radio_darkpage" type="checkbox" name="radio_theme_mode" onclick="click_darkpage()"><label for="radio_darkpage"> Dark mode</label> <br> <input id="radio_darkcode" type="checkbox" name="radio_theme_mode" onclick="click_darkcode()"><label for="radio_darkcode"> Dark code</label> </div> <nav id="nav_tutorials" class="w3-hide-small" style="position: absolute; padding-bottom: 60px; display: none;"> <div class="w3-content" style="max-width:1100px;font-size:18px"> <span onclick="w3_close_nav('tutorials')" class="w3-button w3-xxxlarge w3-display-topright w3-hover-white sectionxsclosenavspan" style="padding-right:30px;padding-left:30px;">×</span><br> <div class="w3-row-padding w3-bar-block"> <div class="w3-container" style="padding-left:13px"> <h2 style="color:#FFF4A3;"><b>Tutorials</b></h2> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">HTML and CSS</h3> <a class="w3-bar-item w3-button" href="/html/default.asp">Learn HTML</a> <a class="w3-bar-item w3-button" href="/css/default.asp">Learn CSS</a> <a class="w3-bar-item w3-button" href="/css/css_rwd_intro.asp" title="Responsive Web Design">Learn RWD</a> <a class="w3-bar-item w3-button" href="/bootstrap/bootstrap_ver.asp">Learn Bootstrap</a> <a class="w3-bar-item w3-button" href="/w3css/default.asp">Learn W3.CSS</a> <a class="w3-bar-item w3-button" href="/colors/default.asp">Learn Colors</a> <a class="w3-bar-item w3-button" href="/icons/default.asp">Learn Icons</a> <a class="w3-bar-item w3-button" href="/graphics/default.asp">Learn Graphics</a> <a class="w3-bar-item w3-button" href="/graphics/svg_intro.asp">Learn SVG</a> <a class="w3-bar-item w3-button" href="/graphics/canvas_intro.asp">Learn Canvas</a> <a class="w3-bar-item w3-button" href="/howto/default.asp">Learn How To</a> <a class="w3-bar-item w3-button" href="/sass/default.php">Learn Sass</a> <div class="w3-hide-large w3-hide-small"> <h3 class="w3-margin-top">Data Analytics</h3> <a class="w3-bar-item w3-button" href="/ai/default.asp">Learn AI</a> <a class="w3-bar-item w3-button" href="/python/python_ml_getting_started.asp">Learn Machine Learning</a> <a class="w3-bar-item w3-button" href="/datascience/default.asp">Learn Data Science</a> <a class="w3-bar-item w3-button" href="/python/numpy/default.asp">Learn NumPy</a> <a class="w3-bar-item w3-button" href="/python/pandas/default.asp">Learn Pandas</a> <a class="w3-bar-item w3-button" href="/python/scipy/index.php">Learn SciPy</a> <a class="w3-bar-item w3-button" href="/python/matplotlib_intro.asp">Learn Matplotlib</a> <a class="w3-bar-item w3-button" href="/statistics/index.php">Learn Statistics</a> <a class="w3-bar-item w3-button" href="/excel/index.php">Learn Excel</a> <h3 class="w3-margin-top">XML Tutorials</h3> <a class="w3-bar-item w3-button" href="/xml/default.asp">Learn XML</a> <a class="w3-bar-item w3-button" href="/xml/ajax_intro.asp">Learn XML AJAX</a> <a class="w3-bar-item w3-button" href="/xml/dom_intro.asp">Learn XML DOM</a> <a class="w3-bar-item w3-button" href="/xml/xml_dtd_intro.asp">Learn XML DTD</a> <a class="w3-bar-item w3-button" href="/xml/schema_intro.asp">Learn XML Schema</a> <a class="w3-bar-item w3-button" href="/xml/xsl_intro.asp">Learn XSLT</a> <a class="w3-bar-item w3-button" href="/xml/xpath_intro.asp">Learn XPath</a> <a class="w3-bar-item w3-button" href="/xml/xquery_intro.asp">Learn XQuery</a> </div> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">JavaScript</h3> <a class="w3-bar-item w3-button" href="/js/default.asp">Learn JavaScript</a> <a class="w3-bar-item w3-button" href="/jquery/default.asp">Learn jQuery</a> <a class="w3-bar-item w3-button" href="/react/default.asp">Learn React</a> <a class="w3-bar-item w3-button" href="/angular/default.asp">Learn AngularJS</a> <a class="w3-bar-item w3-button" href="/js/js_json_intro.asp">Learn JSON</a> <a class="w3-bar-item w3-button" href="/js/js_ajax_intro.asp">Learn AJAX</a> <a class="w3-bar-item w3-button" href="/appml/default.asp">Learn AppML</a> <a class="w3-bar-item w3-button" href="/w3js/default.asp">Learn W3.JS</a> <h3 class="w3-margin-top">Programming</h3> <a class="w3-bar-item w3-button" href="/python/default.asp">Learn Python</a> <a class="w3-bar-item w3-button" href="/java/default.asp">Learn Java</a> <a class="w3-bar-item w3-button" href="/c/index.php">Learn C</a> <a class="w3-bar-item w3-button" href="/cpp/default.asp">Learn C++</a> <a class="w3-bar-item w3-button" href="/cs/index.php">Learn C#</a> <a class="w3-bar-item w3-button" href="/r/default.asp">Learn R</a> <a class="w3-bar-item w3-button" href="/kotlin/index.php">Learn Kotlin</a> <a class="w3-bar-item w3-button" href="/go/index.php">Learn Go</a> <a class="w3-bar-item w3-button" href="/django/index.php">Learn Django</a> <a class="w3-bar-item w3-button" href="/typescript/index.php">Learn TypeScript</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">Server Side</h3> <a class="w3-bar-item w3-button" href="/sql/default.asp">Learn SQL</a> <a class="w3-bar-item w3-button" href="/mysql/default.asp">Learn MySQL</a> <a class="w3-bar-item w3-button" href="/php/default.asp">Learn PHP</a> <a class="w3-bar-item w3-button" href="/asp/default.asp">Learn ASP</a> <a class="w3-bar-item w3-button" href="/nodejs/default.asp">Learn Node.js</a> <a class="w3-bar-item w3-button" href="/nodejs/nodejs_raspberrypi.asp">Learn Raspberry Pi</a> <a class="w3-bar-item w3-button" href="/git/default.asp">Learn Git</a> <a class="w3-bar-item w3-button" href="/aws/index.php">Learn AWS Cloud</a> <h3 class="w3-margin-top">Web Building</h3> <a class="w3-bar-item w3-button" href="https://www.w3schools.com/spaces" target="_blank" onclick="ga('send', 'event', 'spacesFromTutorialsAcc', 'click');" title="Get Your Own Website With W3schools Spaces">Create a Website <span class="ribbon-topnav ws-yellow">NEW</span></a> <a class="w3-bar-item w3-button" href="/where_to_start.asp">Where To Start</a> <a class="w3-bar-item w3-button" href="/w3css/w3css_templates.asp">Web Templates</a> <a class="w3-bar-item w3-button" href="/browsers/default.asp">Web Statistics</a> <a class="w3-bar-item w3-button" href="/cert/default.asp">Web Certificates</a> <a class="w3-bar-item w3-button" href="/whatis/default.asp">Web Development</a> <a class="w3-bar-item w3-button" href="/tryit/default.asp">Code Editor</a> <a class="w3-bar-item w3-button" href="/typingspeed/default.asp">Test Your Typing Speed</a> <a class="w3-bar-item w3-button" href="/codegame/index.html" target="_blank">Play a Code Game</a> <a class="w3-bar-item w3-button" href="/cybersecurity/index.php">Cyber Security</a> <a class="w3-bar-item w3-button" href="/accessibility/index.php">Accessibility</a> </div> <div class="w3-col l3 m6 w3-hide-medium"> <h3 class="w3-margin-top">Data Analytics</h3> <a class="w3-bar-item w3-button" href="/ai/default.asp">Learn AI</a> <a class="w3-bar-item w3-button" href="/python/python_ml_getting_started.asp">Learn Machine Learning</a> <a class="w3-bar-item w3-button" href="/datascience/default.asp">Learn Data Science</a> <a class="w3-bar-item w3-button" href="/python/numpy/default.asp">Learn NumPy</a> <a class="w3-bar-item w3-button" href="/python/pandas/default.asp">Learn Pandas</a> <a class="w3-bar-item w3-button" href="/python/scipy/index.php">Learn SciPy</a> <a class="w3-bar-item w3-button" href="/python/matplotlib_intro.asp">Learn Matplotlib</a> <a class="w3-bar-item w3-button" href="/statistics/index.php">Learn Statistics</a> <a class="w3-bar-item w3-button" href="/excel/index.php">Learn Excel</a> <a class="w3-bar-item w3-button" href="/googlesheets/index.php">Learn Google Sheets</a> <h3 class="w3-margin-top">XML Tutorials</h3> <a class="w3-bar-item w3-button" href="/xml/default.asp">Learn XML</a> <a class="w3-bar-item w3-button" href="/xml/ajax_intro.asp">Learn XML AJAX</a> <a class="w3-bar-item w3-button" href="/xml/dom_intro.asp">Learn XML DOM</a> <a class="w3-bar-item w3-button" href="/xml/xml_dtd_intro.asp">Learn XML DTD</a> <a class="w3-bar-item w3-button" href="/xml/schema_intro.asp">Learn XML Schema</a> <a class="w3-bar-item w3-button" href="/xml/xsl_intro.asp">Learn XSLT</a> <a class="w3-bar-item w3-button" href="/xml/xpath_intro.asp">Learn XPath</a> <a class="w3-bar-item w3-button" href="/xml/xquery_intro.asp">Learn XQuery</a> </div> </div> </div> <br class="hidesm"> </nav> <nav id="nav_references" class="w3-hide-small" style="position: absolute; padding-bottom: 60px; display: none;"> <div class="w3-content" style="max-width:1100px;font-size:18px"> <span onclick="w3_close_nav('references')" class="w3-button w3-xxxlarge w3-display-topright w3-hover-white sectionxsclosenavspan" style="padding-right:30px;padding-left:30px;">×</span><br> <div class="w3-row-padding w3-bar-block"> <div class="w3-container" style="padding-left:13px"> <h2 style="color:#FFF4A3;"><b>References</b></h2> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">HTML</h3> <a class="w3-bar-item w3-button" href="/tags/default.asp">HTML Tag Reference</a> <a class="w3-bar-item w3-button" href="/tags/ref_html_browsersupport.asp">HTML Browser Support</a> <a class="w3-bar-item w3-button" href="/tags/ref_eventattributes.asp">HTML Event Reference</a> <a class="w3-bar-item w3-button" href="/colors/default.asp">HTML Color Reference</a> <a class="w3-bar-item w3-button" href="/tags/ref_attributes.asp">HTML Attribute Reference</a> <a class="w3-bar-item w3-button" href="/tags/ref_canvas.asp">HTML Canvas Reference</a> <a class="w3-bar-item w3-button" href="/graphics/svg_reference.asp">HTML SVG Reference</a> <a class="w3-bar-item w3-button" href="/graphics/google_maps_reference.asp">Google Maps Reference</a> <h3 class="w3-margin-top">CSS</h3> <a class="w3-bar-item w3-button" href="/cssref/default.asp">CSS Reference</a> <a class="w3-bar-item w3-button" href="/cssref/css3_browsersupport.asp">CSS Browser Support</a> <a class="w3-bar-item w3-button" href="/cssref/css_selectors.asp">CSS Selector Reference</a> <a class="w3-bar-item w3-button" href="/bootstrap/bootstrap_ref_all_classes.asp">Bootstrap 3 Reference</a> <a class="w3-bar-item w3-button" href="/bootstrap4/bootstrap_ref_all_classes.asp">Bootstrap 4 Reference</a> <a class="w3-bar-item w3-button" href="/w3css/w3css_references.asp">W3.CSS Reference</a> <a class="w3-bar-item w3-button" href="/icons/icons_reference.asp">Icon Reference</a> <a class="w3-bar-item w3-button" href="/sass/sass_functions_string.php">Sass Reference</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">JavaScript</h3> <a class="w3-bar-item w3-button" href="/jsref/default.asp">JavaScript Reference</a> <a class="w3-bar-item w3-button" href="/jsref/default.asp">HTML DOM Reference</a> <a class="w3-bar-item w3-button" href="/jquery/jquery_ref_overview.asp">jQuery Reference</a> <a class="w3-bar-item w3-button" href="/angular/angular_ref_directives.asp">AngularJS Reference</a> <a class="w3-bar-item w3-button" href="/appml/appml_reference.asp">AppML Reference</a> <a class="w3-bar-item w3-button" href="/w3js/w3js_references.asp">W3.JS Reference</a> <h3 class="w3-margin-top">Programming</h3> <a class="w3-bar-item w3-button" href="/python/python_reference.asp">Python Reference</a> <a class="w3-bar-item w3-button" href="/java/java_ref_keywords.asp">Java Reference</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">Server Side</h3> <a class="w3-bar-item w3-button" href="/sql/sql_ref_keywords.asp">SQL Reference</a> <a class="w3-bar-item w3-button" href="/mysql/mysql_ref_functions.asp">MySQL Reference</a> <a class="w3-bar-item w3-button" href="/php/php_ref_overview.asp">PHP Reference</a> <a class="w3-bar-item w3-button" href="/asp/asp_ref_response.asp">ASP Reference</a> <h3 class="w3-margin-top">XML</h3> <a class="w3-bar-item w3-button" href="/xml/dom_nodetype.asp">XML DOM Reference</a> <a class="w3-bar-item w3-button" href="/xml/dom_http.asp">XML Http Reference</a> <a class="w3-bar-item w3-button" href="/xml/xsl_elementref.asp">XSLT Reference</a> <a class="w3-bar-item w3-button" href="/xml/schema_elements_ref.asp">XML Schema Reference</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top">Character Sets</h3> <a class="w3-bar-item w3-button" href="/charsets/default.asp">HTML Character Sets</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_ascii.asp">HTML ASCII</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_ansi.asp">HTML ANSI</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_ansi.asp">HTML Windows-1252</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_8859.asp">HTML ISO-8859-1</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_symbols.asp">HTML Symbols</a> <a class="w3-bar-item w3-button" href="/charsets/ref_html_utf8.asp">HTML UTF-8</a> </div> </div> <br class="hidesm"> </div> </nav> <nav id="nav_exercises" class="w3-hide-small" style="position: absolute; padding-bottom: 60px; display: none;"> <div class="w3-content" style="max-width:1100px;font-size:18px"> <span onclick="w3_close_nav('exercises')" class="w3-button w3-xxxlarge w3-display-topright w3-hover-white sectionxsclosenavspan" style="padding-right:30px;padding-left:30px;">×</span><br> <div class="w3-row-padding w3-bar-block"> <div class="w3-container" style="padding-left:13px"> <h2 style="color:#FFF4A3;"><b>Exercises and Quizzes</b></h2> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top"><a class="ws-btn ws-yellow w3-hover-text-white" style="width:155px;font-size:21px" href="/exercises/index.php">Exercises</a></h3> <a class="w3-bar-item w3-button" href="/html/html_exercises.asp">HTML Exercises</a> <a class="w3-bar-item w3-button" href="/css/css_exercises.asp">CSS Exercises</a> <a class="w3-bar-item w3-button" href="/js/js_exercises.asp">JavaScript Exercises</a> <a class="w3-bar-item w3-button" href="/sql/sql_exercises.asp">SQL Exercises</a> <a class="w3-bar-item w3-button" href="/mysql/mysql_exercises.asp">MySQL Exercises</a> <a class="w3-bar-item w3-button" href="/php/php_exercises.asp">PHP Exercises</a> <a class="w3-bar-item w3-button" href="/python/python_exercises.asp">Python Exercises</a> <a class="w3-bar-item w3-button" href="/python/numpy/numpy_exercises.asp">NumPy Exercises</a> <a class="w3-bar-item w3-button" href="/python/pandas/pandas_exercises.asp">Pandas Exercises</a> <a class="w3-bar-item w3-button" href="/python/scipy/scipy_exercises.php">SciPy Exercises</a> <a class="w3-bar-item w3-button" href="/jquery/jquery_exercises.asp">jQuery Exercises</a> <a class="w3-bar-item w3-button" href="/java/java_exercises.asp">Java Exercises</a> <a class="w3-bar-item w3-button" href="/cpp/cpp_exercises.asp">C++ Exercises</a> <a class="w3-bar-item w3-button" href="/cs/cs_exercises.asp">C# Exercises</a> <a class="w3-bar-item w3-button" href="/r/r_exercises.asp">R Exercises</a> <a class="w3-bar-item w3-button" href="/kotlin/kotlin_exercises.php">Kotlin Exercises</a> <a class="w3-bar-item w3-button" href="/go/go_exercises.php">Go Exercises</a> <a class="w3-bar-item w3-button" href="/bootstrap/bootstrap_exercises.asp">Bootstrap Exercises</a> <a class="w3-bar-item w3-button" href="/bootstrap4/bootstrap_exercises.asp">Bootstrap 4 Exercises</a> <a class="w3-bar-item w3-button" href="/bootstrap5/bootstrap_exercises.php">Bootstrap 5 Exercises</a> <a class="w3-bar-item w3-button" href="/git/git_exercises.asp">Git Exercises</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top"><a class="ws-btn ws-yellow w3-hover-text-white" style="width:135px;font-size:21px" href="/quiztest/default.asp">Quizzes</a></h3> <a class="w3-bar-item w3-button" href="/html/html_quiz.asp" target="_top">HTML Quiz</a> <a class="w3-bar-item w3-button" href="/css/css_quiz.asp" target="_top">CSS Quiz</a> <a class="w3-bar-item w3-button" href="/js/js_quiz.asp" target="_top">JavaScript Quiz</a> <a class="w3-bar-item w3-button" href="/sql/sql_quiz.asp" target="_top">SQL Quiz</a> <a class="w3-bar-item w3-button" href="/mysql/mysql_quiz.asp" target="_top">MySQL Quiz</a> <a class="w3-bar-item w3-button" href="/php/php_quiz.asp" target="_top">PHP Quiz</a> <a class="w3-bar-item w3-button" href="/python/python_quiz.asp" target="_top">Python Quiz</a> <a class="w3-bar-item w3-button" href="/python/numpy/numpy_quiz.asp" target="_top">NumPy Quiz</a> <a class="w3-bar-item w3-button" href="/python/pandas/pandas_quiz.asp" target="_top">Pandas Quiz</a> <a class="w3-bar-item w3-button" href="/python/scipy/scipy_quiz.php" target="_top">SciPy Quiz</a> <a class="w3-bar-item w3-button" href="/jquery/jquery_quiz.asp" target="_top">jQuery Quiz</a> <a class="w3-bar-item w3-button" href="/java/java_quiz.asp" target="_top">Java Quiz</a> <a class="w3-bar-item w3-button" href="/cpp/cpp_quiz.asp" target="_top">C++ Quiz</a> <a class="w3-bar-item w3-button" href="/cs/cs_quiz.asp" target="_top">C# Quiz</a> <a class="w3-bar-item w3-button" href="/r/r_quiz.asp" target="_top">R Quiz</a> <a class="w3-bar-item w3-button" href="/kotlin/kotlin_quiz.php" target="_top">Kotlin Quiz</a> <a class="w3-bar-item w3-button" href="/xml/xml_quiz.asp" target="_top">XML Quiz</a> <a class="w3-bar-item w3-button" href="/bootstrap/bootstrap_quiz.asp" target="_top">Bootstrap Quiz</a> <a class="w3-bar-item w3-button" href="/bootstrap4/bootstrap_quiz.asp" target="_top">Bootstrap 4 Quiz</a> <a class="w3-bar-item w3-button" href="/bootstrap5/bootstrap_quiz.php" target="_top">Bootstrap 5 Quiz</a> <a class="w3-bar-item w3-button" href="/cybersecurity/cybersecurity_quiz.php">Cyber Security Quiz</a> <a class="w3-bar-item w3-button" href="/accessibility/accessibility_quiz.php">Accessibility Quiz</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top"><a class="ws-btn ws-yellow w3-hover-text-white" style="width:135px;font-size:21px" href="https://courses.w3schools.com/" target="_blank">Courses</a></h3> <!-- cert <a class="w3-bar-item w3-button" href="/cert/cert_html_new.asp" target="_top">HTML Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_css.asp" target="_top">CSS Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_javascript.asp" target="_top">JavaScript Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_sql.asp" target="_top">SQL Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_php.asp" target="_top">PHP Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_python.asp" target="_top">Python Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_bootstrap.asp" target="_top">Bootstrap Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_jquery.asp" target="_top">jQuery Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_xml.asp" target="_top">XML Certificate</a> --> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/html" target="_blank">HTML Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/css" target="_blank">CSS Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/javascript" target="_blank">JavaScript Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/programs/front-end" target="_blank">Front End Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/sql" target="_blank">SQL Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/php" target="_blank">PHP Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/python" target="_blank">Python Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/numpy-fundamentals" target="_blank">NumPy Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/pandas-fundamentals" target="_blank">Pandas Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/programs/data-analytics" target="_blank">Data Analytics Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/jquery" target="_blank">jQuery Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/java" target="_blank">Java Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/cplusplus" target="_blank">C++ Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/c-sharp" target="_blank">C# Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/r-fundamentals" target="_blank">R Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/xml" target="_blank">XML Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/introduction-to-cyber-security" target="_blank">Cyber Security Course</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/courses/accessibility-fundamentals" target="_blank">Accessibility Course</a> </div> <div class="w3-col l3 m6"> <h3 class="w3-margin-top"><a class="ws-btn ws-yellow w3-hover-text-white" style="width:150px;font-size:21px" href="https://courses.w3schools.com/browse/certifications" target="_blank">Certificates</a></h3> <!-- cert <a class="w3-bar-item w3-button" href="/cert/cert_html_new.asp" target="_top">HTML Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_css.asp" target="_top">CSS Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_javascript.asp" target="_top">JavaScript Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_sql.asp" target="_top">SQL Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_php.asp" target="_top">PHP Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_python.asp" target="_top">Python Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_bootstrap.asp" target="_top">Bootstrap Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_jquery.asp" target="_top">jQuery Certificate</a> <a class="w3-bar-item w3-button" href="/cert/cert_xml.asp" target="_top">XML Certificate</a> --> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/html-certification-exam" target="_blank">HTML Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/css-certification-exam" target="_blank">CSS Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/javascript-certification-exam" target="_blank">JavaScript Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/front-end-certification-exam" target="_blank">Front End Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/sql-certification-exam" target="_blank">SQL Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/php-certification-exam" target="_blank">PHP Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/python-certificaftion-exam" target="_blank">Python Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/data-science-certification-exam" target="_blank">Data Science Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/bootstrap-3-certification-exam" target="_blank">Bootstrap 3 Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/bootstrap-4-certification-exam" target="_blank">Bootstrap 4 Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/jquery-certification-exam" target="_blank">jQuery Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/java-certification-exam" target="_blank">Java Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/c-certification-exam" target="_blank">C++ Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/react-certification-exam" target="_blank">React Certificate</a> <a class="w3-bar-item w3-button" href="https://courses.w3schools.com/browse/certifications/courses/xml-certification-exam" target="_blank">XML Certificate</a> </div> </div> <br class="hidesm"> </div> </nav> </div> </div> <div id="myAccordion" class="w3-card-2 w3-center w3-hide-large w3-hide-medium ws-grey" style="width: 100%; position: absolute; display: none; padding-top: 44px;"> <a href="javascript:void(0)" onclick="w3_close()" class="w3-button w3-xxlarge w3-right">×</a><br> <div class="w3-container w3-padding-32"> <a class="w3-button w3-block" style="font-size:22px;" onclick="open_xs_menu('tutorials');" href="javascript:void(0);">Tutorials <i class="fa fa-caret-down"></i></a> <div id="sectionxs_tutorials" class="w3-left-align w3-show" style="background-color:#282A35;color:white;"></div> <a class="w3-button w3-block" style="font-size:22px;" onclick="open_xs_menu('references')" href="javascript:void(0);">References <i class="fa fa-caret-down"></i></a> <div id="sectionxs_references" class="w3-left-align w3-show" style="background-color:#282A35;color:white;"></div> <a class="w3-button w3-block" style="font-size:22px;" onclick="open_xs_menu('exercises')" href="javascript:void(0);">Exercises <i class="fa fa-caret-down"></i></a> <div id="sectionxs_exercises" class="w3-left-align w3-show" style="background-color:#282A35;color:white;"></div> <a class="w3-button w3-block" style="font-size:22px;" href="/cert/default.asp" target="_blank">Paid Courses</a> <a class="w3-button w3-block" style="font-size:22px;" href="https://www.w3schools.com/spaces" target="_blank" onclick="ga('send', 'event', 'spacesFromTutorialsAcc', 'click');" title="Get Your Own Website With W3schools Spaces">Spaces</a> <a class="w3-button w3-block" style="font-size:22px;" target="_blank" href="https://www.w3schools.com/videos/index.php" onclick="ga('send', 'event', 'Videos' , 'fromTopnavMain')" title="Video Tutorials">Videos</a> <a class="w3-button w3-block" style="font-size:22px;" href="https://shop.w3schools.com" target="_blank">Shop</a> <a class="w3-button w3-block" style="font-size:22px;" href="/pro/index.php">Pro</a> </div> </div> <script> ( function setThemeCheckboxes() { var x = localStorage.getItem("preferredmode"); var y = localStorage.getItem("preferredpagemode"); if (x == "dark") { document.getElementById("radio_darkcode").checked = true; } if (y == "dark") { document.getElementById("radio_darkpage").checked = true; } })(); function mouseoverdarkicon() { if(window.matchMedia("(pointer: coarse)").matches) { return false; } var a = document.getElementById("darkmodemenu"); a.style.top = "44px"; } function mouseoutofdarkicon() { var a = document.getElementById("darkmodemenu"); a.style.top = "-40px"; } function changepagetheme(n) { var a = document.getElementById("radio_darkcode"); var b = document.getElementById("radio_darkpage"); document.body.className = document.body.className.replace("darktheme", ""); document.body.className = document.body.className.replace("darkpagetheme", ""); document.body.className = document.body.className.replace(" ", " "); if (a.checked && b.checked) { localStorage.setItem("preferredmode", "light"); localStorage.setItem("preferredpagemode", "light"); a.checked = false; b.checked = false; } else { document.body.className += " darktheme"; document.body.className += " darkpagetheme"; localStorage.setItem("preferredmode", "dark"); localStorage.setItem("preferredpagemode", "dark"); a.checked = true; b.checked = true; } } function click_darkpage() { var b = document.getElementById("radio_darkpage"); if (b.checked) { document.body.className += " darkpagetheme"; document.body.className = document.body.className.replace(" ", " "); localStorage.setItem("preferredpagemode", "dark"); } else { document.body.className = document.body.className.replace("darkpagetheme", ""); document.body.className = document.body.className.replace(" ", " "); localStorage.setItem("preferredpagemode", "light"); } } function click_darkcode() { var a = document.getElementById("radio_darkcode"); if (a.checked) { document.body.className += " darktheme"; document.body.className = document.body.className.replace(" ", " "); localStorage.setItem("preferredmode", "dark"); } else { document.body.className = document.body.className.replace("darktheme", ""); document.body.className = document.body.className.replace(" ", " "); localStorage.setItem("preferredmode", "light"); } } </script> <div class="w3-sidebar w3-collapse" id="sidenav" style="top: 44px; display: none;"> <div id="leftmenuinner" style="padding-top: 44px;"> <div id="leftmenuinnerinner"> <!-- <a href='javascript:void(0)' onclick='close_menu()' class='w3-button w3-hide-large w3-large w3-display-topright' style='right:16px;padding:3px 12px;font-weight:bold;'>×</a>--> <h2 class="left"><span class="left_h2">HTML</span> Reference</h2> <a target="_top" href="default.asp">HTML by Alphabet</a> <a target="_top" href="ref_byfunc.asp">HTML by Category</a> <a target="_top" href="ref_html_browsersupport.asp">HTML Browser Support</a> <a target="_top" href="ref_attributes.asp">HTML Attributes</a> <a target="_top" href="ref_standardattributes.asp">HTML Global Attributes</a> <a target="_top" href="ref_eventattributes.asp">HTML Events</a> <a target="_top" href="ref_colornames.asp">HTML Colors</a> <a target="_top" href="ref_canvas.asp">HTML Canvas</a> <a target="_top" href="ref_av_dom.asp">HTML Audio/Video</a> <a target="_top" href="ref_charactersets.asp">HTML Character Sets</a> <a target="_top" href="ref_html_dtd.asp">HTML Doctypes</a> <a target="_top" href="ref_urlencode.asp">HTML URL Encode</a> <a target="_top" href="ref_language_codes.asp">HTML Language Codes</a> <a target="_top" href="ref_country_codes.asp">HTML Country Codes</a> <a target="_top" href="ref_httpmessages.asp">HTTP Messages</a> <a target="_top" href="ref_httpmethods.asp">HTTP Methods</a> <a target="_top" href="ref_pxtoemconversion.asp">PX to EM Converter</a> <a target="_top" href="ref_keyboardshortcuts.asp">Keyboard Shortcuts</a> <br> <div class="notranslate"> <h2 class="left"><span class="left_h2">HTML</span> Tags</h2> <a target="_top" href="tag_comment.asp"><!--></a> <a target="_top" href="tag_doctype.asp"><!DOCTYPE></a> <a target="_top" href="tag_a.asp"><a></a> <a target="_top" href="tag_abbr.asp"><abbr></a> <a target="_top" href="tag_acronym.asp"><acronym></a> <a target="_top" href="tag_address.asp"><address></a> <a target="_top" href="tag_applet.asp"><applet></a> <a target="_top" href="tag_area.asp"><area></a> <a target="_top" href="tag_article.asp"><article></a> <a target="_top" href="tag_aside.asp"><aside></a> <a target="_top" href="tag_audio.asp"><audio></a> <a target="_top" href="tag_b.asp"><b></a> <a target="_top" href="tag_base.asp"><base></a> <a target="_top" href="tag_basefont.asp"><basefont></a> <a target="_top" href="tag_bdi.asp"><bdi></a> <a target="_top" href="tag_bdo.asp"><bdo></a> <a target="_top" href="tag_big.asp"><big></a> <a target="_top" href="tag_blockquote.asp"><blockquote></a> <a target="_top" href="tag_body.asp"><body></a> <a target="_top" href="tag_br.asp"><br></a> <a target="_top" href="tag_button.asp"><button></a> <a target="_top" href="tag_canvas.asp"><canvas></a> <a target="_top" href="tag_caption.asp"><caption></a> <a target="_top" href="tag_center.asp"><center></a> <a target="_top" href="tag_cite.asp"><cite></a> <a target="_top" href="tag_code.asp"><code></a> <a target="_top" href="tag_col.asp"><col></a> <a target="_top" href="tag_colgroup.asp"><colgroup></a> <a target="_top" href="tag_data.asp"><data></a> <a target="_top" href="tag_datalist.asp"><datalist></a> <a target="_top" href="tag_dd.asp"><dd></a> <a target="_top" href="tag_del.asp"><del></a> <a target="_top" href="tag_details.asp"><details></a> <a target="_top" href="tag_dfn.asp"><dfn></a> <a target="_top" href="tag_dialog.asp"><dialog></a> <a target="_top" href="tag_dir.asp"><dir></a> <a target="_top" href="tag_div.asp"><div></a> <a target="_top" href="tag_dl.asp"><dl></a> <a target="_top" href="tag_dt.asp"><dt></a> <a target="_top" href="tag_em.asp"><em></a> <a target="_top" href="tag_embed.asp"><embed></a> <a target="_top" href="tag_fieldset.asp"><fieldset></a> <a target="_top" href="tag_figcaption.asp"><figcaption></a> <a target="_top" href="tag_figure.asp"><figure></a> <a target="_top" href="tag_font.asp"><font></a> <a target="_top" href="tag_footer.asp"><footer></a> <a target="_top" href="tag_form.asp"><form></a> <a target="_top" href="tag_frame.asp"><frame></a> <a target="_top" href="tag_frameset.asp"><frameset></a> <a target="_top" href="tag_hn.asp"><h1> - <h6></a> <a target="_top" href="tag_head.asp"><head></a> <a target="_top" href="tag_header.asp"><header></a> <a target="_top" href="tag_hr.asp"><hr></a> <a target="_top" href="tag_html.asp"><html></a> <a target="_top" href="tag_i.asp"><i></a> <a target="_top" href="tag_iframe.asp"><iframe></a> <a target="_top" href="tag_img.asp"><img></a> <a target="_top" href="tag_input.asp"><input></a> <a target="_top" href="tag_ins.asp"><ins></a> <a target="_top" href="tag_kbd.asp"><kbd></a> <a target="_top" href="tag_label.asp"><label></a> <a target="_top" href="tag_legend.asp"><legend></a> <a target="_top" href="tag_li.asp"><li></a> <a target="_top" href="tag_link.asp"><link></a> <a target="_top" href="tag_main.asp"><main></a> <a target="_top" href="tag_map.asp"><map></a> <a target="_top" href="tag_mark.asp"><mark></a> <a target="_top" href="tag_meta.asp"><meta></a> <a target="_top" href="tag_meter.asp"><meter></a> <a target="_top" href="tag_nav.asp"><nav></a> <a target="_top" href="tag_noframes.asp"><noframes></a> <a target="_top" href="tag_noscript.asp"><noscript></a> <a target="_top" href="tag_object.asp"><object></a> <a target="_top" href="tag_ol.asp"><ol></a> <a target="_top" href="tag_optgroup.asp"><optgroup></a> <a target="_top" href="tag_option.asp"><option></a> <a target="_top" href="tag_output.asp"><output></a> <a target="_top" href="tag_p.asp" class="active"><p></a> <a target="_top" href="tag_param.asp"><param></a> <a target="_top" href="tag_picture.asp"><picture></a> <a target="_top" href="tag_pre.asp"><pre></a> <a target="_top" href="tag_progress.asp"><progress></a> <a target="_top" href="tag_q.asp"><q></a> <a target="_top" href="tag_rp.asp"><rp></a> <a target="_top" href="tag_rt.asp"><rt></a> <a target="_top" href="tag_ruby.asp"><ruby></a> <a target="_top" href="tag_s.asp"><s></a> <a target="_top" href="tag_samp.asp"><samp></a> <a target="_top" href="tag_script.asp"><script></a> <a target="_top" href="tag_section.asp"><section></a> <a target="_top" href="tag_select.asp"><select></a> <a target="_top" href="tag_small.asp"><small></a> <a target="_top" href="tag_source.asp"><source></a> <a target="_top" href="tag_span.asp"><span></a> <a target="_top" href="tag_strike.asp"><strike></a> <a target="_top" href="tag_strong.asp"><strong></a> <a target="_top" href="tag_style.asp"><style></a> <a target="_top" href="tag_sub.asp"><sub></a> <a target="_top" href="tag_summary.asp"><summary></a> <a target="_top" href="tag_sup.asp"><sup></a> <a target="_top" href="tag_svg.asp"><svg></a> <a target="_top" href="tag_table.asp"><table></a> <a target="_top" href="tag_tbody.asp"><tbody></a> <a target="_top" href="tag_td.asp"><td></a> <a target="_top" href="tag_template.asp"><template></a> <a target="_top" href="tag_textarea.asp"><textarea></a> <a target="_top" href="tag_tfoot.asp"><tfoot></a> <a target="_top" href="tag_th.asp"><th></a> <a target="_top" href="tag_thead.asp"><thead></a> <a target="_top" href="tag_time.asp"><time></a> <a target="_top" href="tag_title.asp"><title></a> <a target="_top" href="tag_tr.asp"><tr></a> <a target="_top" href="tag_track.asp"><track></a> <a target="_top" href="tag_tt.asp"><tt></a> <a target="_top" href="tag_u.asp"><u></a> <a target="_top" href="tag_ul.asp"><ul></a> <a target="_top" href="tag_var.asp"><var></a> <a target="_top" href="tag_video.asp"><video></a> <a target="_top" href="tag_wbr.asp"><wbr></a> </div> <br><br> </div> </div> </div> <div class="w3-main w3-light-grey" id="belowtopnav" style="margin-left: 220px; padding-top: 44px;"> <div class="w3-row w3-white"> <div class="w3-col l10 m12" id="main"> <div id="mainLeaderboard" style="overflow:hidden;"> <!-- MainLeaderboard--> <!--<pre>main_leaderboard, all: [728,90][970,90][320,50][468,60]</pre>--> <div id="adngin-main_leaderboard-0" data-google-query-id="CJPA_sueqvcCFXiOSwUd2fYBLg"><div id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//main_leaderboard_1__container__" style="border: 0pt none;"><iframe id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//main_leaderboard_1" name="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//main_leaderboard_1" title="3rd party ad content" width="728" height="90" scrolling="no" marginwidth="0" marginheight="0" frameborder="0" role="region" aria-label="Advertisement" tabindex="0" srcdoc="" data-google-container-id="7" style="border: 0px; vertical-align: bottom;" data-load-complete="true"><div style="position: absolute; width: 0px; height: 0px; border: 0px; padding: 0px; margin: 0px; overflow: hidden;"><button></button><a href="https://yahoo.com"></a><input></div></iframe></div></div> <!-- adspace leaderboard --> </div> <h1>HTML <span class="color_h1"><p></span> Tag</h1> <div class="w3-clear w3-center nextprev"> <a class="w3-left w3-btn" href="tag_output.asp">❮<span class="w3-hide-small"> Previous</span></a> <a class="w3-btn" href="default.asp"><span class="w3-hide-small">Complete HTML </span>Reference</a> <a class="w3-right w3-btn" href="tag_param.asp"><span class="w3-hide-small">Next </span>❯</a> </div> <br> <div class="w3-example"> <h3>Example</h3> <p>A paragraph is marked up as follows:</p> <div class="w3-code notranslate htmlHigh"> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>p<span class="tagcolor" style="color:mediumblue">></span></span>This is some text in a paragraph.<span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/p<span class="tagcolor" style="color:mediumblue">></span></span> </div> <a target="_blank" href="tryit.asp?filename=tryhtml_paragraphs1" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <p>More "Try it Yourself" examples below.</p> <hr> <h2>Definition and Usage</h2> <p>The <code class="w3-codespan"><p></code> tag defines a paragraph.</p> <p>Browsers automatically add a single blank line before and after each <code class="w3-codespan"><p></code> element.</p> <p><strong>Tip:</strong> Use CSS to <a href="/html/html_css.asp">style paragraphs</a>.</p> <hr> <h2>Browser Support</h2> <table class="browserref notranslate"> <tbody><tr> <th style="width:20%;font-size:16px;text-align:left;">Element</th> <th style="width:16%;" class="bsChrome" title="Chrome"></th> <th style="width:16%;" class="bsEdge" title="Internet Explorer / Edge"></th> <th style="width:16%;" class="bsFirefox" title="Firefox"></th> <th style="width:16%;" class="bsSafari" title="Safari"></th> <th style="width:16%;" class="bsOpera" title="Opera"></th> </tr><tr> <td style="text-align:left;"><p></td> <td>Yes</td> <td>Yes</td> <td>Yes</td> <td>Yes</td> <td>Yes</td> </tr> </tbody></table> <hr> <h2>Global Attributes</h2> <p>The <code class="w3-codespan"><p></code> tag also supports the <a href="ref_standardattributes.asp">Global Attributes in HTML</a>.</p> <hr> <h2>Event Attributes</h2> <p>The <code class="w3-codespan"><p></code> tag also supports the <a href="ref_eventattributes.asp">Event Attributes in HTML</a>.</p> <hr> <div id="midcontentadcontainer" style="overflow:auto;text-align:center"> <!-- MidContent --> <!-- <p class="adtext">Advertisement</p> --> <div id="adngin-mid_content-0" data-google-query-id="CKfs_8ueqvcCFXiOSwUd2fYBLg"><div id="sn_ad_label_adngin-mid_content-0" class="sn_ad_label" style="color:#000000;font-size:12px;margin:0;text-align:center;">ADVERTISEMENT</div><div id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//mid_content_1__container__" style="border: 0pt none; display: inline-block; width: 300px; height: 250px;"><iframe frameborder="0" src="https://56d0da6c34aaa471db22bb4266aac656.safeframe.googlesyndication.com/safeframe/1-0-38/html/container.html" id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//mid_content_1" title="3rd party ad content" name="" scrolling="no" marginwidth="0" marginheight="0" width="300" height="250" data-is-safeframe="true" sandbox="allow-forms allow-popups allow-popups-to-escape-sandbox allow-same-origin allow-scripts allow-top-navigation-by-user-activation" role="region" aria-label="Advertisement" tabindex="0" data-google-container-id="8" style="border: 0px; vertical-align: bottom;" data-load-complete="true"></iframe></div></div> </div> <hr> <h2>More Examples</h2> <div class="w3-example"> <h3>Example</h3> <p>Align text in a paragraph (with CSS):</p> <div class="w3-code notranslate htmlHigh"> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>p<span class="attributecolor" style="color:red"> style<span class="attributevaluecolor" style="color:mediumblue">="text-align:right"</span></span><span class="tagcolor" style="color:mediumblue">></span></span>This is some text in a paragraph.<span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/p<span class="tagcolor" style="color:mediumblue">></span></span> </div> <a target="_blank" href="tryit.asp?filename=tryhtml_p_align_css" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <div class="w3-example"> <h3>Example</h3> <p>Style paragraphs with CSS:</p> <div class="w3-code notranslate htmlHigh"> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>html<span class="tagcolor" style="color:mediumblue">></span></span><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>head<span class="tagcolor" style="color:mediumblue">></span></span><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>style<span class="tagcolor" style="color:mediumblue">></span></span><span class="cssselectorcolor" style="color:brown"><br>p <span class="cssdelimitercolor" style="color:black">{</span><span class="csspropertycolor" style="color:red"><br> color<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> navy<span class="cssdelimitercolor" style="color:black">;</span></span><br> text-indent<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> 30px<span class="cssdelimitercolor" style="color:black">;</span></span><br> text-transform<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> uppercase<span class="cssdelimitercolor" style="color:black">;</span></span><br></span><span class="cssdelimitercolor" style="color:black">}</span><br></span><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/style<span class="tagcolor" style="color:mediumblue">></span></span><br> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/head<span class="tagcolor" style="color:mediumblue">></span></span><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>body<span class="tagcolor" style="color:mediumblue">></span></span><br><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>p<span class="tagcolor" style="color:mediumblue">></span></span>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.<span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/p<span class="tagcolor" style="color:mediumblue">></span></span><br><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/body<span class="tagcolor" style="color:mediumblue">></span></span><br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/html<span class="tagcolor" style="color:mediumblue">></span></span> </div> <a target="_blank" href="tryit.asp?filename=tryhtml_p_style_css" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <div class="w3-example"> <h3>Example</h3> <p> More on paragraphs:</p> <div class="w3-code notranslate htmlHigh"> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>p<span class="tagcolor" style="color:mediumblue">></span></span><br>This paragraph<br>contains a lot of lines<br>in the source code,<br> but the browser <br>ignores it.<br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/p<span class="tagcolor" style="color:mediumblue">></span></span> </div> <a target="_blank" href="tryit.asp?filename=tryhtml_paragraphs2" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <div class="w3-example"> <h3>Example</h3> <p>Poem problems in HTML:</p> <div class="w3-code notranslate htmlHigh"> <span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>p<span class="tagcolor" style="color:mediumblue">></span></span><br>My Bonnie lies over the ocean.<br>My Bonnie lies over the sea.<br>My Bonnie lies over the ocean.<br>Oh, bring back my Bonnie to me.<br><span class="tagnamecolor" style="color:brown"><span class="tagcolor" style="color:mediumblue"><</span>/p<span class="tagcolor" style="color:mediumblue">></span></span> </div> <a target="_blank" href="tryit.asp?filename=tryhtml_poem" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <hr> <h2>Related Pages</h2> <p>HTML tutorial: <a href="/html/html_paragraphs.asp">HTML Paragraphs</a></p> <p>HTML DOM reference: <a href="/jsref/dom_obj_paragraph.asp">Paragraph Object</a></p> <hr> <h2>Default CSS Settings</h2> <p>Most browsers will display the <code class="w3-codespan"><p></code> element with the following default values:</p> <div class="w3-example"> <h3>Example</h3> <div class="w3-code notranslate cssHigh"><span class="cssselectorcolor" style="color:brown"> p <span class="cssdelimitercolor" style="color:black">{</span><span class="csspropertycolor" style="color:red"><br> display<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> block<span class="cssdelimitercolor" style="color:black">;</span></span><br> margin-top<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> 1em<span class="cssdelimitercolor" style="color:black">;</span></span><br> margin-bottom<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> 1em<span class="cssdelimitercolor" style="color:black">;</span></span><br> margin-left<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> 0<span class="cssdelimitercolor" style="color:black">;</span></span><br> margin-right<span class="csspropertyvaluecolor" style="color:mediumblue"><span class="cssdelimitercolor" style="color:black">:</span> 0<span class="cssdelimitercolor" style="color:black">;</span></span><br></span><span class="cssdelimitercolor" style="color:black">}</span> </span></div> <a target="_blank" href="tryit.asp?filename=tryhtml_p_default_css" class="w3-btn w3-margin-bottom">Try it Yourself »</a> </div> <br> <br> <div class="w3-clear w3-center nextprev"> <a class="w3-left w3-btn" href="tag_output.asp">❮<span class="w3-hide-small"> Previous</span></a> <a class="w3-btn" href="default.asp"><span class="w3-hide-small">Complete HTML </span>Reference</a> <a class="w3-right w3-btn" href="tag_param.asp"><span class="w3-hide-small">Next </span>❯</a> </div> <div id="mypagediv2" style="position:relative;text-align:center;"></div> <br> </div> <div class="w3-col l2 m12" id="right"> <div class="sidesection"> <div id="skyscraper"> <div id="adngin-sidebar_top-0" data-google-query-id="CJXA_sueqvcCFXiOSwUd2fYBLg"><div id="sn_ad_label_adngin-sidebar_top-0" class="sn_ad_label" style="color:#000000;font-size:12px;margin:0;text-align:center;">ADVERTISEMENT</div><div id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//wide_skyscraper_1__container__" style="border: 0pt none;"><iframe id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//wide_skyscraper_1" name="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//wide_skyscraper_1" title="3rd party ad content" width="320" height="50" scrolling="no" marginwidth="0" marginheight="0" frameborder="0" role="region" aria-label="Advertisement" tabindex="0" srcdoc="" data-google-container-id="9" style="border: 0px; vertical-align: bottom;" data-load-complete="true"></iframe></div></div> </div> </div> <style> .ribbon-vid { font-size:12px; font-weight:bold; padding: 6px 20px; left:-20px; top:-10px; text-align: center; color:black; border-radius:25px; } </style> <div class="sidesection" id="video_sidesection"> <div class="w3-center" style="padding-bottom:7px"> <span class="ribbon-vid ws-yellow">NEW</span> </div> <p style="font-size: 14px;line-height: 1.5;font-family: Source Sans Pro;padding-left:4px;padding-right:4px;">We just launched<br>W3Schools videos</p> <a onclick="ga('send', 'event', 'Videos' , 'fromSidebar');" href="https://www.w3schools.com/videos/index.php" class="w3-hover-opacity"><img src="/images/htmlvideoad_footer.png" style="max-width:100%;padding:5px 10px 25px 10px" loading="lazy"></a> <a class="ws-button" style="font-size:16px;text-decoration: none !important;display: block !important; color:#FFC0C7!important; width: 100%; border-bottom-left-radius: 5px; border-bottom-right-radius: 5px; paxdding-top: 10px; padding-bottom: 20px; font-family: 'Source Sans Pro', sans-serif; text-align: center;" onclick="ga('send', 'event', 'Videos' , 'fromSidebar');" href="https://www.w3schools.com/videos/index.php">Explore now</a> </div> <div class="sidesection"> <h4><a href="/colors/colors_picker.asp">COLOR PICKER</a></h4> <a href="/colors/colors_picker.asp"> <img src="/images/colorpicker2000.png" alt="colorpicker" loading="lazy"> </a> </div> <div class="sidesection"> <!--<h4>LIKE US</h4>--> <div class="sharethis" style="visibility: visible;"> <a href="https://www.facebook.com/w3schoolscom/" target="_blank" title="Facebook"><span class="fa fa-facebook-square fa-2x"></span></a> <a href="https://www.instagram.com/w3schools.com_official/" target="_blank" title="Instagram"><span class="fa fa-instagram fa-2x"></span></a> <a href="https://www.linkedin.com/company/w3schools.com/" target="_blank" title="LinkedIn"><span class="fa fa-linkedin-square fa-2x"></span></a> <a href="https://discord.gg/6Z7UaRbUQM" target="_blank" title="Join the W3schools community on Discord"><span class="fa fa-discord fa-2x"></span></a> </div> </div> <!-- <div class="sidesection" style="border-radius:5px;color:#555;padding-top:1px;padding-bottom:8px;margin-left:auto;margin-right:auto;max-width:230px;background-color:#d4edda"> <p>Get your<br>certification today!</p> <a href="/cert/default.asp" target="_blank"> <img src="/images/w3certified_logo_250.png" style="margin:0 12px 20px 10px;max-width:80%"> </a> <a class="w3-btn w3-margin-bottom" style="text-decoration:none;border-radius:5px;" href="/cert/default.asp" target="_blank">View options</a> </div> --> <style> #courses_get_started_btn { text-decoration:none !important; background-color:#04AA6D; width:100%; border-bottom-left-radius:5px; border-bottom-right-radius:5px; padding-top:10px; padding-bottom:10px; font-family: 'Source Sans Pro', sans-serif; } #courses_get_started_btn:hover { background-color:#059862!important; } </style> <div id="internalCourses" class="sidesection"> <p style="font-size:18px;padding-left:2px;padding-right:2px;">Get certified<br>by completing<br>a course today!</p> <a href="https://courses.w3schools.com" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on courses banner in ads column');"> <div style="padding:0 20px 20px 20px"> <svg id="w3_cert_badge2" style="margin:auto;width:85%" data-name="w3_cert_badge2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 300 300"><defs><style>.cls-1{fill:#04aa6b;}.cls-2{font-size:23px;}.cls-2,.cls-3,.cls-4{fill:#fff;}.cls-2,.cls-3{font-family:RobotoMono-Medium, Roboto Mono;font-weight:500;}.cls-3{font-size:20.08px;}</style></defs><circle class="cls-1" cx="150" cy="150" r="146.47" transform="translate(-62.13 150) rotate(-45)"></circle><text class="cls-2" transform="translate(93.54 63.89) rotate(-29.5)">w</text><text class="cls-2" transform="translate(107.13 56.35) rotate(-20.8)">3</text><text class="cls-2" transform="matrix(0.98, -0.21, 0.21, 0.98, 121.68, 50.97)">s</text><text class="cls-2" transform="translate(136.89 47.84) rotate(-3.47)">c</text><text class="cls-2" transform="translate(152.39 47.03) rotate(5.12)">h</text><text class="cls-2" transform="translate(167.85 48.54) rotate(13.72)">o</text><text class="cls-2" transform="translate(182.89 52.35) rotate(22.34)">o</text><text class="cls-2" transform="matrix(0.86, 0.52, -0.52, 0.86, 197.18, 58.36)">l</text><text class="cls-2" transform="matrix(0.77, 0.64, -0.64, 0.77, 210.4, 66.46)">s</text><text class="cls-3" transform="translate(35.51 186.66) rotate(69.37)"> </text><text class="cls-3" transform="matrix(0.47, 0.88, -0.88, 0.47, 41.27, 201.28)">C</text><text class="cls-3" transform="matrix(0.58, 0.81, -0.81, 0.58, 48.91, 215.03)">E</text><text class="cls-3" transform="matrix(0.67, 0.74, -0.74, 0.67, 58.13, 227.36)">R</text><text class="cls-3" transform="translate(69.16 238.92) rotate(39.44)">T</text><text class="cls-3" transform="matrix(0.85, 0.53, -0.53, 0.85, 81.47, 248.73)">I</text><text class="cls-3" transform="translate(94.94 256.83) rotate(24.36)">F</text><text class="cls-3" transform="translate(109.34 263.09) rotate(16.83)">I</text><text class="cls-3" transform="translate(124.46 267.41) rotate(9.34)">E</text><text class="cls-3" transform="translate(139.99 269.73) rotate(1.88)">D</text><text class="cls-3" transform="translate(155.7 270.01) rotate(-5.58)"> </text><text class="cls-3" transform="translate(171.32 268.24) rotate(-13.06)"> </text><text class="cls-2" transform="translate(187.55 266.81) rotate(-21.04)">.</text><text class="cls-3" transform="translate(203.27 257.7) rotate(-29.24)"> </text><text class="cls-3" transform="translate(216.84 249.83) rotate(-36.75)"> </text><text class="cls-3" transform="translate(229.26 240.26) rotate(-44.15)">2</text><text class="cls-3" transform="translate(240.39 229.13) rotate(-51.62)">0</text><text class="cls-3" transform="translate(249.97 216.63) rotate(-59.17)">2</text><text class="cls-3" transform="matrix(0.4, -0.92, 0.92, 0.4, 257.81, 203.04)">2</text><path class="cls-4" d="M196.64,136.31s3.53,3.8,8.5,3.8c3.9,0,6.75-2.37,6.75-5.59,0-4-3.64-5.81-8-5.81h-2.59l-1.53-3.48,6.86-8.13a34.07,34.07,0,0,1,2.7-2.85s-1.11,0-3.33,0H194.79v-5.86H217.7v4.28l-9.19,10.61c5.18.74,10.24,4.43,10.24,10.92s-4.85,12.3-13.19,12.3a17.36,17.36,0,0,1-12.41-5Z"></path><path class="cls-4" d="M152,144.24l30.24,53.86,14.94-26.61L168.6,120.63H135.36l-13.78,24.53-13.77-24.53H77.93l43.5,77.46.15-.28.16.28Z"></path></svg> </div> </a> <a class="w3-btn" id="courses_get_started_btn" href="https://courses.w3schools.com" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on courses banner in ads column');">Get started</a> </div> <!-- <div class="sidesection" style="margin-left:auto;margin-right:auto;max-width:230px"> <a href="https://shop.w3schools.com/" target="_blank" title="Buy W3Schools Merchandize"> <img src="/images/tshirt.jpg" style="max-width:100%;"> </a> </div> --> <div class="sidesection" id="moreAboutSubject"> </div> <!-- <div id="sidesection_exercise" class="sidesection" style="background-color:#555555;max-width:200px;margin:auto;margin-bottom:32px"> <div class="w3-container w3-text-white"> <h4>Exercises</h4> </div> <div> <div class="w3-light-grey"> <a target="_blank" href="/html/exercise.asp" style="padding-top:8px">HTML</a> <a target="_blank" href="/css/exercise.asp">CSS</a> <a target="_blank" href="/js/exercise_js.asp">JavaScript</a> <a target="_blank" href="/sql/exercise.asp">SQL</a> <a target="_blank" href="/php/exercise.asp">PHP</a> <a target="_blank" href="/python/exercise.asp">Python</a> <a target="_blank" href="/bootstrap/exercise_bs3.asp">Bootstrap</a> <a target="_blank" href="/jquery/exercise_jq.asp" style="padding-bottom:8px">jQuery</a> </div> </div> </div> --> <div class="sidesection codegameright ws-turquoise" style="font-size:18px;font-family: 'Source Sans Pro', sans-serif;border-radius:5px;color:#FFC0C7;padding-top:12px;margin-left:auto;margin-right:auto;max-width:230px;"> <style> .codegameright .w3-btn:link,.codegameright .w3-btn:visited { background-color:#04AA6D; border-radius:5px; } .codegameright .w3-btn:hover,.codegameright .w3-btn:active { background-color:#059862!important; text-decoration:none!important; } </style> <h4><a href="/codegame/index.html" class="w3-hover-text-black">CODE GAME</a></h4> <a href="/codegame/index.html" target="_blank" class="w3-hover-opacity"><img style="max-width:100%;margin:16px 0;" src="/images/w3lynx_200.png" alt="Code Game" loading="lazy"></a> <a class="w3-btn w3-block ws-black" href="/codegame/index.html" target="_blank" style="padding-top:10px;padding-bottom:10px;margin-top:12px;border-top-left-radius: 0;border-top-right-radius: 0">Play Game</a> </div> <!-- <div class="sidesection w3-light-grey" style="margin-left:auto;margin-right:auto;max-width:230px"> <div class="w3-container w3-dark-grey"> <h4><a href="/howto/default.asp" class="w3-hover-text-white">HOW TO</a></h4> </div> <div class="w3-container w3-left-align w3-padding-16"> <a href="/howto/howto_js_tabs.asp">Tabs</a><br> <a href="/howto/howto_css_dropdown.asp">Dropdowns</a><br> <a href="/howto/howto_js_accordion.asp">Accordions</a><br> <a href="/howto/howto_js_sidenav.asp">Side Navigation</a><br> <a href="/howto/howto_js_topnav.asp">Top Navigation</a><br> <a href="/howto/howto_css_modals.asp">Modal Boxes</a><br> <a href="/howto/howto_js_progressbar.asp">Progress Bars</a><br> <a href="/howto/howto_css_parallax.asp">Parallax</a><br> <a href="/howto/howto_css_login_form.asp">Login Form</a><br> <a href="/howto/howto_html_include.asp">HTML Includes</a><br> <a href="/howto/howto_google_maps.asp">Google Maps</a><br> <a href="/howto/howto_js_rangeslider.asp">Range Sliders</a><br> <a href="/howto/howto_css_tooltip.asp">Tooltips</a><br> <a href="/howto/howto_js_slideshow.asp">Slideshow</a><br> <a href="/howto/howto_js_sort_list.asp">Sort List</a><br> </div> </div> --> <!-- <div class="sidesection w3-round" style="margin-left:auto;margin-right:auto;max-width:230px"> <div class="w3-container ws-black" style="border-top-right-radius:5px;border-top-left-radius:5px;"> <h5><a href="/cert/default.asp" class="w3-hover-text-white">Certificates</a></h5> </div> <div class="w3-border" style="border-bottom-right-radius:5px;border-bottom-left-radius:5px;"> <a href="/cert/cert_html.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">HTML</a> <a href="/cert/cert_css.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">CSS</a> <a href="/cert/cert_javascript.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">JavaScript</a> <a href="/cert/cert_frontend.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">Front End</a> <a href="/cert/cert_python.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">Python</a> <a href="/cert/cert_sql.asp" class="w3-button ws-grey w3-block w3-border-bottom" style="text-decoration:none">SQL</a> <a href="/cert/default.asp" class="w3-button ws-grey w3-block" style="text-decoration:none;">And more</a> </div> </div> --> <div id="stickypos" class="sidesection" style="text-align:center;position:sticky;top:50px;"> <div id="stickyadcontainer" style="width: 653.984px;"> <div style="position:relative;margin:auto;"> <div id="adngin-sidebar_sticky-0-stickypointer" style=""><div id="adngin-sidebar_sticky-0" style=""><div id="sn_ad_label_adngin-sidebar_sticky-0" class="sn_ad_label" style="color:#000000;font-size:12px;margin:0;text-align:center;">ADVERTISEMENT</div></div></div> <script> function secondSnigel() { if(window.adngin && window.adngin.adnginLoaderReady) { if (Number(w3_getStyleValue(document.getElementById("main"), "height").replace("px", "")) > 2200) { if (document.getElementById("adngin-mid_content-0")) { adngin.queue.push(function(){ adngin.cmd.startAuction(["sidebar_sticky", "mid_content" ]); }); } else { adngin.queue.push(function(){ adngin.cmd.startAuction(["sidebar_sticky"]); }); } } else { if (document.getElementById("adngin-mid_content-0")) { adngin.queue.push(function(){ adngin.cmd.startAuction(["mid_content"]); }); } } } else { window.addEventListener('adnginLoaderReady', function() { if (Number(w3_getStyleValue(document.getElementById("main"), "height").replace("px", "")) > 2200) { if (document.getElementById("adngin-mid_content-0")) { adngin.queue.push(function(){ adngin.cmd.startAuction(["sidebar_sticky", "mid_content" ]); }); } else { adngin.queue.push(function(){ adngin.cmd.startAuction(["sidebar_sticky"]); }); } } else { if (document.getElementById("adngin-mid_content-0")) { adngin.queue.push(function(){ adngin.cmd.startAuction(["mid_content"]); }); } } }); } } </script> </div> </div> </div> <script> uic_r_c() </script> </div> </div> <div id="footer" class="footer w3-container w3-white"> <hr> <div style="overflow:auto"> <div class="bottomad"> <!-- BottomMediumRectangle --> <!--<pre>bottom_medium_rectangle, all: [970,250][300,250][336,280]</pre>--> <div id="adngin-bottom_left-0" style="padding:0 10px 10px 0;float:left;width:auto;" data-google-query-id="CJbA_sueqvcCFXiOSwUd2fYBLg"><div id="sn_ad_label_adngin-bottom_left-0" class="sn_ad_label" style="color:#000000;font-size:12px;margin:0;text-align:center;">ADVERTISEMENT</div><div id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//bottom_medium_rectangle_1__container__" style="border: 0pt none;"><iframe id="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//bottom_medium_rectangle_1" name="google_ads_iframe_/22152718,16833175/sws-hb//w3schools.com//bottom_medium_rectangle_1" title="3rd party ad content" width="300" height="250" scrolling="no" marginwidth="0" marginheight="0" frameborder="0" role="region" aria-label="Advertisement" tabindex="0" srcdoc="" data-google-container-id="a" style="border: 0px; vertical-align: bottom;" data-load-complete="true"></iframe></div></div> <!-- adspace bmr --> <!-- RightBottomMediumRectangle --> <!--<pre>right_bottom_medium_rectangle, desktop: [300,250][336,280]</pre>--> <div id="adngin-bottom_right-0" style="padding:0 10px 10px 0;float:left;width:auto;"><div id="sn_ad_label_adngin-bottom_right-0" class="sn_ad_label" style="color:#000000;font-size:12px;margin:0;text-align:center;">ADVERTISEMENT</div></div> </div> </div> <hr> <div class="w3-row-padding w3-center w3-small" style="margin:0 -16px;"> <div class="w3-col l3 m3 s12"> <a class="w3-button ws-grey ws-hover-black w3-block w3-round" href="javascript:void(0);" onclick="displayError();return false" style="white-space:nowrap;text-decoration:none;margin-top:1px;margin-bottom:1px;font-size:15px;">Report Error</a> </div> <!-- <div class="w3-col l3 m3 s12"> <a class="w3-button w3-light-grey w3-block" href="javascript:void(0);" target="_blank" onclick="printPage();return false;" style="text-decoration:none;margin-top:1px;margin-bottom:1px">PRINT PAGE</a> </div> --> <div class="w3-col l3 m3 s12"> <a class="w3-button ws-grey ws-hover-black w3-block w3-round" href="/forum/default.asp" target="_blank" style="text-decoration:none;margin-top:1px;margin-bottom:1px;font-size:15px">Forum</a> </div> <div class="w3-col l3 m3 s12"> <a class="w3-button ws-grey ws-hover-black w3-block w3-round" href="/about/default.asp" target="_top" style="text-decoration:none;margin-top:1px;margin-bottom:1px;font-size:15px">About</a> </div> <div class="w3-col l3 m3 s12"> <a class="w3-button ws-grey ws-hover-black w3-block w3-round" href="https://shop.w3schools.com/" target="_blank" style="text-decoration:none;margin-top:1px;margin-bottom:1px;font-size:15px">Shop</a> </div> </div> <hr> <div class="ws-grey w3-padding w3-margin-bottom" id="err_form" style="display:none;position:relative"> <span onclick="this.parentElement.style.display='none'" class="w3-button w3-display-topright w3-large">×</span> <h2>Report Error</h2> <p>If you want to report an error, or if you want to make a suggestion, do not hesitate to send us an e-mail:</p> <p>help@w3schools.com</p> <br> <!-- <h2>Your Suggestion:</h2> <form> <div class="w3-section"> <label for="err_email">Your E-mail:</label> <input class="w3-input w3-border" type="text" style="margin-top:5px;width:100%" id="err_email" name="err_email"> </div> <div class="w3-section"> <label for="err_email">Page address:</label> <input class="w3-input w3-border" type="text" style="width:100%;margin-top:5px" id="err_url" name="err_url" disabled="disabled"> </div> <div class="w3-section"> <label for="err_email">Description:</label> <textarea rows="10" class="w3-input w3-border" id="err_desc" name="err_desc" style="width:100%;margin-top:5px;resize:vertical;"></textarea> </div> <div class="form-group"> <button type="button" class="w3-button w3-dark-grey" onclick="sendErr()">Submit</button> </div> <br> </form> --> </div> <div class="w3-container ws-grey w3-padding" id="err_sent" style="display:none;position:relative"> <span onclick="this.parentElement.style.display='none'" class="w3-button w3-display-topright">×</span> <h2>Thank You For Helping Us!</h2> <p>Your message has been sent to W3Schools.</p> </div> <div class="w3-row w3-center w3-small"> <div class="w3-col l3 m6 s12"> <div class="top10"> <h5 style="font-family: 'Source Sans Pro', sans-serif;">Top Tutorials</h5> <a href="/html/default.asp">HTML Tutorial</a><br> <a href="/css/default.asp">CSS Tutorial</a><br> <a href="/js/default.asp">JavaScript Tutorial</a><br> <a href="/howto/default.asp">How To Tutorial</a><br> <a href="/sql/default.asp">SQL Tutorial</a><br> <a href="/python/default.asp">Python Tutorial</a><br> <a href="/w3css/default.asp">W3.CSS Tutorial</a><br> <a href="/bootstrap/bootstrap_ver.asp">Bootstrap Tutorial</a><br> <a href="/php/default.asp">PHP Tutorial</a><br> <a href="/java/default.asp">Java Tutorial</a><br> <a href="/cpp/default.asp">C++ Tutorial</a><br> <a href="/jquery/default.asp">jQuery Tutorial</a><br> </div> </div> <div class="w3-col l3 m6 s12"> <div class="top10"> <h5 style="font-family: 'Source Sans Pro', sans-serif;">Top References</h5> <a href="/tags/default.asp">HTML Reference</a><br> <a href="/cssref/default.asp">CSS Reference</a><br> <a href="/jsref/default.asp">JavaScript Reference</a><br> <a href="/sql/sql_ref_keywords.asp">SQL Reference</a><br> <a href="/python/python_reference.asp">Python Reference</a><br> <a href="/w3css/w3css_references.asp">W3.CSS Reference</a><br> <a href="/bootstrap/bootstrap_ref_all_classes.asp">Bootstrap Reference</a><br> <a href="/php/php_ref_overview.asp">PHP Reference</a><br> <a href="/colors/colors_names.asp">HTML Colors</a><br> <a href="/java/java_ref_keywords.asp">Java Reference</a><br> <a href="/angular/angular_ref_directives.asp">Angular Reference</a><br> <a href="/jquery/jquery_ref_overview.asp">jQuery Reference</a><br> </div> </div> <div class="w3-col l3 m6 s12"> <div class="top10"> <h5 style="font-family: 'Source Sans Pro', sans-serif;">Top Examples</h5> <a href="/html/html_examples.asp">HTML Examples</a><br> <a href="/css/css_examples.asp">CSS Examples</a><br> <a href="/js/js_examples.asp">JavaScript Examples</a><br> <a href="/howto/default.asp">How To Examples</a><br> <a href="/sql/sql_examples.asp">SQL Examples</a><br> <a href="/python/python_examples.asp">Python Examples</a><br> <a href="/w3css/w3css_examples.asp">W3.CSS Examples</a><br> <a href="/bootstrap/bootstrap_examples.asp">Bootstrap Examples</a><br> <a href="/php/php_examples.asp">PHP Examples</a><br> <a href="/java/java_examples.asp">Java Examples</a><br> <a href="/xml/xml_examples.asp">XML Examples</a><br> <a href="/jquery/jquery_examples.asp">jQuery Examples</a><br> </div> </div> <div class="w3-col l3 m6 s12"> <div class="top10"> <!-- <h4>Web Certificates</h4> <a href="/cert/default.asp">HTML Certificate</a><br> <a href="/cert/default.asp">CSS Certificate</a><br> <a href="/cert/default.asp">JavaScript Certificate</a><br> <a href="/cert/default.asp">SQL Certificate</a><br> <a href="/cert/default.asp">Python Certificate</a><br> <a href="/cert/default.asp">PHP Certificate</a><br> <a href="/cert/default.asp">Bootstrap Certificate</a><br> <a href="/cert/default.asp">XML Certificate</a><br> <a href="/cert/default.asp">jQuery Certificate</a><br> <a href="//www.w3schools.com/cert/default.asp" class="w3-button w3-margin-top w3-dark-grey" style="text-decoration:none"> Get Certified »</a> --> <h5 style="font-family: 'Source Sans Pro', sans-serif;">Web Courses</h5> <a href="https://courses.w3schools.com/courses/html" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on html course link in footer');">HTML Course</a><br> <a href="https://courses.w3schools.com/courses/css" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on css course link in footer');">CSS Course</a><br> <a href="https://courses.w3schools.com/courses/javascript" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on javascript course link in footer');">JavaScript Course</a><br> <a href="https://courses.w3schools.com/programs/front-end" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on Front End course link in footer');">Front End Course</a><br> <a href="https://courses.w3schools.com/courses/sql" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on sql course link in footer');">SQL Course</a><br> <a href="https://courses.w3schools.com/courses/python" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on python course link in footer');">Python Course</a><br> <a href="https://courses.w3schools.com/courses/php" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on php course link in footer');">PHP Course</a><br> <a href="https://courses.w3schools.com/courses/jquery" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on jquery course link in footer');">jQuery Course</a><br> <a href="https://courses.w3schools.com/courses/java" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on Java course link in footer');">Java Course</a><br> <a href="https://courses.w3schools.com/courses/cplusplus" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on C++ course link in footer');">C++ Course</a><br> <a href="https://courses.w3schools.com/courses/c-sharp" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on bootstrap C# link in footer');">C# Course</a><br> <a href="https://courses.w3schools.com/courses/xml" target="_blank" onclick="ga('send', 'event', 'Courses' , 'Clicked on xml course link in footer');">XML Course</a><br> <a href="https://courses.w3schools.com/" target="_blank" class="w3-button w3-margin-top ws-black ws-hover-black w3-round" style="text-decoration:none" onclick="ga('send', 'event', 'Courses' , 'Clicked on get certified button in footer');"> Get Certified »</a> </div> </div> </div> <hr> <div class="w3-center w3-small w3-opacity"> W3Schools is optimized for learning and training. Examples might be simplified to improve reading and learning. Tutorials, references, and examples are constantly reviewed to avoid errors, but we cannot warrant full correctness of all content. While using W3Schools, you agree to have read and accepted our <a href="/about/about_copyright.asp">terms of use</a>, <a href="/about/about_privacy.asp">cookie and privacy policy</a>.<br><br> <a href="/about/about_copyright.asp">Copyright 1999-2022</a> by Refsnes Data. All Rights Reserved.<br> <a href="//www.w3schools.com/w3css/default.asp">W3Schools is Powered by W3.CSS</a>.<br><br> </div> <div class="w3-center w3-small"> <a href="//www.w3schools.com"> <i class="fa fa-logo ws-text-green ws-hover-text-green" style="position:relative;font-size:42px!important;"></i> </a></div><a href="//www.w3schools.com"> <br><br> </a></div><a href="//www.w3schools.com"> </a></div><iframe name="__tcfapiLocator" style="display: none;"></iframe><iframe name="__uspapiLocator" style="display: none;"></iframe><a href="//www.w3schools.com"> <script src="/lib/w3schools_footer.js?update=20220202"></script> <script> MyLearning.loadUser('footer'); function docReady(fn) { document.addEventListener("DOMContentLoaded", fn); if (document.readyState === "interactive" || document.readyState === "complete" ) { fn(); } } uic_r_z(); uic_r_d() </script><iframe src="https://56d0da6c34aaa471db22bb4266aac656.safeframe.googlesyndication.com/safeframe/1-0-38/html/container.html" style="visibility: hidden; display: none;"></iframe> <!--[if lt IE 9]> <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script> <script src="https://oss.maxcdn.com/libs/respond.js/1.4.2/respond.min.js"></script> <![endif]--> </a><script type="text/javascript" src="https://geo.moatads.com/n.js?e=35&ol=3318087536&qn=%604%7BZEYwoqI%24%5BK%2BdLLU)%2CMm~tM!90vv9L%24%2FoDb%2Fz(lKm3GFlNUU%2Cu%5Bh_GcS%25%5BHvLU%5B4(K%2B%7BgeFWl_%3DNqUXR%3A%3D%2BAxMn%3Ch%2CyenA8p%2FHm%24%60%233P(ry5*ZRocMp1tq%5BN%7Bq%60RP%3CG.ceFW%7CoG%22mxT%3Bwv%40V374BKm55%3D%261fp%5BoU5t(KX%3C%3Ce%24%26%3B%23wPjrBEe31k5X%5BG%5E%5B)%2C2iVSWf3Stnq%263t!9jr%7BRzI%2C%7BOCb%25%24(%3DNqU%60W5u%7Bo(zs1CoK%2Bdr%5BG)%2C3ii)RGL3emgSuRVE&tf=1_nMzjG---CSa7H-1SJH-bW7qhB-LRwqH-nMzjG-&vi=111111&rb=2-90xv0J4P%2FoMsPm8%2BZbNmT2EB%2BBOA3JNdQL68hLPh4bg2%2F%2FnQIIWF3Q%3D%3D&rs=1-iHtHGE9B1zA1OQ%3D%3D&sc=1&os=1-3g%3D%3D&qp=10000&is=BBBBB2BBEYBvGl2BBCkqtUTE1RmsqbKW8BsrBu0rCFE48CRBeeBS2hWTMBBQeQBBn2soYggyUig0CBlWZ0uBBCCCCCCOgRBBiOfnE6Bkg7Oxib8MxOtJYHCBdm5kBhIcC9Y8oBXckXBR76iUUsJBCBBBBBBBBBWBBBj3BBBZeGV2BBBCMciUBBBjgEBBBBBB94UMgTdJMtEcpMBBBQBBBniOccBBBBBB47kNwxBbBBBBBBBBBhcjG6BBJM2L4Bk8BwCBQmIoRBBCzBz1BBCTClBBrbGBC4ehueB57NG9aJeRzBqEKBBBBBBB&iv=8&qt=0&gz=0&hh=0&hn=0&tw=&qc=0&qd=0&qf=1240&qe=883&qh=1280&qg=984&qm=-330&qa=1280&qb=1024&qi=1280&qj=984&to=000&po=1-0020002000002120&vy=ot%24b%5Bh%40%22oDgO%3DLlE6%3Avy%2CUitwb4%5Du!%3CFo%40Y_3r%3F%5DAY~MhXyz%26_%5B*Rp%7C%3EoDKmsiFDRz%5EmlNM%22%254ZpaR%5BA7Do%2C%3Bg%2C%2C%40W7RbzTmejO%3Def%2C%7Bvp%7C9%7C_%3Bm_Qrw5.W%2F84VKp%40i6AKx!ehV%7Du!%3CFo%40pF&ql=%3B%5BpwxnRd%7Dt%3Aa%5DmJVOG)%2C~%405%2F%5BGI%3F6C(TgPB*e%5D1(rI%24(rj2Iy!pw%40aOS%3DyNX8Y%7BQgPB*e%5D1(rI%24(rj%5EB61%2F%3DSqcMr1%7B%2CJA%24Jz_%255tTL%3Fwbs_T%234%25%60X%3CA&qo=0&qr=0&i=TRIPLELIFT1&hp=1&wf=1&ra=1&pxm=8&sgs=3&vb=6&kq=1&hq=0&hs=0&hu=0&hr=0&ht=1&dnt=0&bq=0&f=0&j=https%3A%2F%2Fwww.google.com&t=1650718754860&de=466991431602&m=0&ar=bee2df476bf-clean&iw=2a1d5c5&q=2&cb=0&ym=0&cu=1650718754860&ll=3&lm=0&ln=1&r=0&em=0&en=0&d=6737%3A94724%3Aundefined%3A10&zMoatTactic=undefined&zMoatPixelParams=aid%3A29695277962791520917040%3Bsr%3A10%3Buid%3A0%3B&zMoatOrigSlicer1=2662&zMoatOrigSlicer2=39&zMoatJS=-&zGSRC=1&gu=https%3A%2F%2Fwww.w3schools.com%2Ftags%2Ftag_p.asp&id=1&ii=4&bo=2662&bd=w3schools.com&gw=triplelift879988051105&fd=1&ac=1&it=500&ti=0&ih=1&pe=1%3A512%3A512%3A1026%3A846&jm=-1&fs=198121&na=2100642455&cs=0&ord=1650718754860&jv=1483802810&callback=DOMlessLLDcallback_5147906"></script><iframe src="https://www.google.com/recaptcha/api2/aframe" width="0" height="0" style="display: none;"></iframe></body><iframe sandbox="allow-scripts allow-same-origin" id="936be7941bd9c5c" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://jp-u.openx.net/w/1.0/pd?plm=6&ph=8a7ca719-8c2c-4c16-98ad-37ac6dbf26e9&gdpr=0&us_privacy=1---"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="94da8182082e79b" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://eus.rubiconproject.com/usync.html?us_privacy=1---"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="950ad185776f97c" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://cdn.connectad.io/connectmyusers.php?us_privacy=1---&"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="960961bdb263a5c" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://ads.pubmatic.com/AdServer/js/user_sync.html?kdntuid=1&p=157369&gdpr=0&gdpr_consent=&us_privacy=1---"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="973d77507d8ed2c" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://s.amazon-adsystem.com/iu3?cm3ppd=1&d=dtb-pub&csif=t&dl=n-index_pm-db5_ym_rbd_n-vmg_ox-db5_smrt_an-db5_3lift"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="986df094b3ccc6f" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://biddr.brealtime.com/check.html"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="9984b091a86efa7" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://js-sec.indexww.com/um/ixmatch.html"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="1004b17db44af55b" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://csync.smilewanted.com?us_privacy=1---"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="101af22cac10bcfd" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://onetag-sys.com/usync/?cb=1650718752982&us_privacy=1---"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="10290b51ae900f2b" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://eb2.3lift.com/sync?us_privacy=1---&"> </iframe><iframe sandbox="allow-scripts allow-same-origin" id="103d27603dbc3983" frameborder="0" allowtransparency="true" marginheight="0" marginwidth="0" width="0" hspace="0" vspace="0" height="0" style="height:0px;width:0px;display:none;" scrolling="no" src="https://acdn.adnxs.com/dmp/async_usersync.html"> </iframe></html>
MariamGado0
# Starbucks Promotions Project ### This project is the Capstone Project of Udacity's Machine Learning Engineering Nanodegree program.    ## Problem Statement This data set contains simulated data that mimics customer behavior on the Starbucks rewards mobile app. Once every few days, Starbucks sends out an offer to users of the mobile app. An offer can be merely an advertisement for a drink or an actual offer such as a discount or BOGO (buy one get one free). Some users might not receive any offer during certain weeks. Not all users receive the same offer, and that is the challenge to solve with this data set. The task is to combine transaction, demographic and offer data to determine which demographic groups respond best to which offer type. This data set is a simplified version of the real Starbucks app because the underlying simulator only has one product whereas Starbucks actually sells dozens of products. Starbucks collects the customer data to understand their behaviour on the rewards and offers sent via the mobile-app. Once every few days, Starbucks sends the personalised offers to its customers. These customers can respond positively/negatively/neutrally. A key thing to note is that not all the customers receive the same offer. The task of this project is to combine transaction, demographic and offer data of the past (which is already provided) to determine which demographic groups respond best to which offer types. In order to develop this project, we needed to use some tools, packages, systems and services that could help us achieve our goals. #### Libraries First of all, we used **Python** to write our scripts not only for algorithm training and serving but also for the orchestration of the whole process. Important packages within this environment are listed below: This project is developed in Python 3.6. You will need install some libraries in order to run the code. Libraries are: * `pandas` so we could work with tabular data in dataframes; * `Ploty` so we could visualize our Dataset; * `matplotlib` for Dataset visualization; * `numpy` so we could easily manipulate arrays and data structures; * `seaborn` and `matplotlib` so we could generate insightful visualizations; * `sklearn` so we could build and develop our model pipeline; * `imblearn` so we could apply SMOTE to our training data; * `xgboost` so we could have our main classifier; * `sagemaker` so we could easily interact with AWS. * `json` for reading our Dataset Files. * `boto3` Finally, we used AWS environment in order to launch training jobs, deploy our model and serve predictions. The main services used are also listed below: * __AWS SageMaker__: training, hyperparameter tuning and endpoint serving; * __Amazon S3__: saving our data and model artifacts; ## Files Descriptions This project is structured as follows: #### 01. Proposal Project proposal documentation. #### 02. Data_Cleaning_[Dataset] Folder to perform data preparation and Dataset Cleaning and Prepare the Final Data for Further using in model algorithms. #### 03. Pre-processing Dataset Visualization Folder to perform final Pre-processing Dataset to be used in Visualization and exploration. #### 04. Dataset_Visualization Folder to perform Visualizations for the Pre-processed Dataset. #### 06. ORG_Starbucks_Capstone_Project.ipynb Jupyter notebook file that deploy final model and create an endpoint and orchestrates the end-to-end process in AWS SageMaker and also interacts with other services.
calebjore
This repo demonstrates data cleaning in Python using the pandas and regex libraries. Strings, integers, floats, and dates are properly handled and stored in a cleaned CSV. Microproject #3 of my fall 2025 project sprint!
Aryia-Behroziuan
Tutorials This is a guide to many pandas tutorials, geared mainly for new users. Internal Guides pandas own 10 Minutes to pandas More complex recipes are in the Cookbook pandas Cookbook The goal of this cookbook (by Julia Evans) is to give you some concrete examples for getting started with pandas. These are examples with real-world data, and all the bugs and weirdness that that entails. Here are links to the v0.1 release. For an up-to-date table of contents, see the pandas-cookbook GitHub repository. To run the examples in this tutorial, you’ll need to clone the GitHub repository and get IPython Notebook running. See How to use this cookbook. A quick tour of the IPython Notebook: Shows off IPython’s awesome tab completion and magic functions. Chapter 1: Reading your data into pandas is pretty much the easiest thing. Even when the encoding is wrong! Chapter 2: It’s not totally obvious how to select data from a pandas dataframe. Here we explain the basics (how to take slices and get columns) Chapter 3: Here we get into serious slicing and dicing and learn how to filter dataframes in complicated ways, really fast. Chapter 4: Groupby/aggregate is seriously my favorite thing about pandas and I use it all the time. You should probably read this. Chapter 5: Here you get to find out if it’s cold in Montreal in the winter (spoiler: yes). Web scraping with pandas is fun! Here we combine dataframes. Chapter 6: Strings with pandas are great. It has all these vectorized string operations and they’re the best. We will turn a bunch of strings containing “Snow” into vectors of numbers in a trice. Chapter 7: Cleaning up messy data is never a joy, but with pandas it’s easier. Chapter 8: Parsing Unix timestamps is confusing at first but it turns out to be really easy. Lessons for New pandas Users For more resources, please visit the main repository. 01 - Lesson: - Importing libraries - Creating data sets - Creating data frames - Reading from CSV - Exporting to CSV - Finding maximums - Plotting data 02 - Lesson: - Reading from TXT - Exporting to TXT - Selecting top/bottom records - Descriptive statistics - Grouping/sorting data 03 - Lesson: - Creating functions - Reading from EXCEL - Exporting to EXCEL - Outliers - Lambda functions - Slice and dice data 04 - Lesson: - Adding/deleting columns - Index operations 05 - Lesson: - Stack/Unstack/Transpose functions 06 - Lesson: - GroupBy function 07 - Lesson: - Ways to calculate outliers 08 - Lesson: - Read from Microsoft SQL databases 09 - Lesson: - Export to CSV/EXCEL/TXT 10 - Lesson: - Converting between different kinds of formats 11 - Lesson: - Combining data from various sources Practical data analysis with Python This guide is a comprehensive introduction to the data analysis process using the Python data ecosystem and an interesting open dataset. There are four sections covering selected topics as follows: Munging Data Aggregating Data Visualizing Data Time Series Excel charts with pandas, vincent and xlsxwriter Using Pandas and XlsxWriter to create Excel charts Various Tutorials Wes McKinney’s (pandas BDFL) blog Statistical analysis made easy in Python with SciPy and pandas DataFrames, by Randal Olson Statistical Data Analysis in Python, tutorial videos, by Christopher Fonnesbeck from SciPy 2013 Financial analysis in python, by Thomas Wiecki Intro to pandas data structures, by Greg Reda Pandas and Python: Top 10, by Manish Amde Pandas Tutorial, by Mikhail Semeniuk indexmodules |next |previous |pandas 0.15.2 documentation » © Copyright 2008-2014, the pandas development team
learn-co-students
No description available
learn-co-students
No description available
learn-co-students
No description available
ritiksingh9
cleaning of data using python library using pandas
learn-co-students
No description available
learn-co-students
No description available
learn-co-students
No description available
learn-co-students
No description available
maheenali63739-cyber
This repository contains my Assignment #03 for the course Data Analysis & Visualization Using NumPy, Pandas, Matplotlib & Seaborn. The project uses the Netflix Movies & TV Shows Dataset to demonstrate the complete data-science workflow in Python, including data cleaning, manipulation, and advanced visualizations.
Sireeshanarra
Visualizes daily page views on the freeCodeCamp.org forum from 2016-05-09 to 2019-12-03 using line charts, bar charts, and box plots. Includes data loading, cleaning, and plotting functions with Pandas, Matplotlib, and Seaborn.
nikhil32047
📁 Day08_Statistics_Visualization │ ├── 01_Descriptive_vs_Inferential.md ├── 02_Central_Tendency.ipynb ├── 03_Dispersion_Stats.ipynb ├── 04_Data_Cleaning_Pandas.ipynb ├── 05_GroupBy_Examples.ipynb ├── 06_Crosstab_Pivot.ipynb ├── 07_Box_Histogram.ipynb ├── 08_Bar_vs_Column_Chart.ipynb ├── 09_Excel_Formatting.xlsx ├── 10_PowerBI_DataTypes.pbix
shmufens
For this project you will visualize time series data using a line chart, bar chart, and box plots. You will use Pandas, Matplotlib, and Seaborn to visualize a dataset containing the number of page views each day on the freeCodeCamp.org forum from 2016-05-09 to 2019-12-03. The data visualizations will help you understand the patterns in visits and identify yearly and monthly growth. Use the data to complete the following tasks: Use Pandas to import the data from "fcc-forum-pageviews.csv". Set the index to the "date" column. Clean the data by filtering out days when the page views were in the top 2.5% of the dataset or bottom 2.5% of the dataset. Create a draw_line_plot function that uses Matplotlib to draw a line chart similar to "examples/Figure_1.png". The title should be "Daily freeCodeCamp Forum Page Views 5/2016-12/2019". The label on the x axis should be "Date" and the label on the y axis should be "Page Views". Create a draw_bar_plot function that draws a bar chart similar to "examples/Figure_2.png". It should show average daily page views for each month grouped by year. The legend should show month labels and have a title of "Months". On the chart, the label on the x axis should be "Years" and the label on the y axis should be "Average Page Views". Create a draw_box_plot function that uses Seaborn to draw two adjacent box plots similar to "examples/Figure_3.png". These box plots should show how the values are distributed within a given year or month and how it compares over time. The title of the first chart should be "Year-wise Box Plot (Trend)" and the title of the second chart should be "Month-wise Box Plot (Seasonality)". Make sure the month labels on bottom start at "Jan" and the x and x axis are labeled correctly. The boilerplate includes commands to prepare the data. For each chart, make sure to use a copy of the data frame. Unit tests are written for you under test_module.py. The boilerplate also includes commands to save and return the image. Development For development, you can use main.py to test your functions. Click the "run" button and main.py will run. Testing We imported the tests from test_module.py to main.py for your convenience. The tests will run automatically whenever you hit the "run" button. Submitting Copy your project's URL and submit it to freeCodeCamp.
All 16 repositories loaded