CINXE.COM

GTFS Realtime - General Transit Feed Specification

<!doctype html> <html lang="en" class="no-js"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width,initial-scale=1"> <link rel="canonical" href="https://gtfs.org/resources/gtfs-realtime/"> <link rel="prev" href="../gtfs/"> <link rel="next" href="../siri/"> <link rel="alternate" href="./" hreflang="en"> <link rel="alternate" href="../../fr/resources/gtfs-realtime/" hreflang="fr"> <link rel="alternate" href="../../es/resources/gtfs-realtime/" hreflang="es"> <link rel="alternate" href="../../ja/resources/gtfs-realtime/" hreflang="ja"> <link rel="alternate" href="../../de/resources/gtfs-realtime/" hreflang="de"> <link rel="alternate" href="../../pt/resources/gtfs-realtime/" hreflang="pt"> <link rel="alternate" href="../../ru/resources/gtfs-realtime/" hreflang="ru"> <link rel="alternate" href="../../id/resources/gtfs-realtime/" hreflang="id"> <link rel="alternate" href="../../ko/resources/gtfs-realtime/" hreflang="ko"> <link rel="alternate" href="../../zh/resources/gtfs-realtime/" hreflang="zh"> <link rel="alternate" href="../../zh-TW/resources/gtfs-realtime/" hreflang="zh-TW"> <link rel="icon" href="../../assets/favicon.ico"> <meta name="generator" content="mkdocs-1.6.0, mkdocs-material-9.5.46+insiders-4.53.14"> <title>GTFS Realtime - General Transit Feed Specification</title> <link rel="stylesheet" href="../../assets/stylesheets/main.d0dfab1c.min.css"> <link rel="stylesheet" href="../../assets/stylesheets/palette.ab4e12ef.min.css"> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Mulish:300,300i,400,400i,700,700i%7CSF+Mono:400,400i,700,700i&amp;display=fallback"> <style>:root{--md-text-font:"Mulish";--md-code-font:"SF Mono"}</style> <link rel="stylesheet" href="../../assets/stylesheets/extra.css"> <link rel="stylesheet" href="../../assets/stylesheets/footer.css"> <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script> <script id="__analytics">function __md_analytics(){function e(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],e("js",new Date),e("config","G-DRBTC7SSDT"),document.addEventListener("DOMContentLoaded",(function(){document.forms.search&&document.forms.search.query.addEventListener("blur",(function(){this.value&&e("event","search",{search_term:this.value})}));document$.subscribe((function(){var t=document.forms.feedback;if(void 0!==t)for(var a of t.querySelectorAll("[type=submit]"))a.addEventListener("click",(function(a){a.preventDefault();var n=document.location.pathname,d=this.getAttribute("data-md-value");e("event","feedback",{page:n,data:d}),t.firstElementChild.disabled=!0;var r=t.querySelector(".md-feedback__note [data-md-value='"+d+"']");r&&(r.hidden=!1)})),t.hidden=!1})),location$.subscribe((function(t){e("config","G-DRBTC7SSDT",{page_path:t.pathname})}))}));var t=document.createElement("script");t.async=!0,t.src="https://www.googletagmanager.com/gtag/js?id=G-DRBTC7SSDT",document.getElementById("__analytics").insertAdjacentElement("afterEnd",t)}</script> <script>if("undefined"!=typeof __md_analytics){var consent=__md_get("__consent");consent&&consent.analytics&&__md_analytics()}</script> </head> <body dir="ltr" data-md-color-scheme="gtfs" data-md-color-primary="custom" data-md-color-accent="custom"> <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off"> <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off"> <label class="md-overlay" for="__drawer"></label> <div data-md-component="skip"> <a href="#gtfs-realtime" class="md-skip"> Skip to content </a> </div> <div data-md-component="announce"> </div> <header class="md-header" data-md-component="header"> <nav class="md-header__inner md-grid" aria-label="Header"> <a href="../.." title="General Transit Feed Specification" class="md-header__button md-logo" aria-label="General Transit Feed Specification" data-md-component="logo"> <img id="logo_light_mode" src="../../assets/logo.png" alt="logo"> <img id="logo_dark_mode" src="../.." alt="logo"> </a> <label class="md-header__button md-icon" for="__drawer"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg> </label> <div class="md-header__title" data-md-component="header-title"> <div class="md-header__ellipsis"> <div class="md-header__topic"> <span class="md-ellipsis"> General Transit Feed Specification </span> </div> <div class="md-header__topic" data-md-component="header-topic"> <span class="md-ellipsis"> GTFS Realtime </span> </div> </div> </div> <form class="md-header__option" data-md-component="palette"> <input class="md-option" data-md-color-media="(prefers-color-scheme: light)" data-md-color-scheme="gtfs" data-md-color-primary="custom" data-md-color-accent="custom" aria-hidden="true" type="radio" name="__palette" id="__palette_0"> </form> <script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script> <div class="md-header__option"> <div class="md-select"> <button class="md-header__button md-icon" aria-label="Select language"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m12.87 15.07-2.54-2.51.03-.03A17.5 17.5 0 0 0 14.07 6H17V4h-7V2H8v2H1v2h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2zm-2.62 7 1.62-4.33L19.12 17z"/></svg> </button> <div class="md-select__inner"> <ul class="md-select__list"> <li class="md-select__item"> <a href="./" hreflang="en" class="md-select__link"> English </a> </li> <li class="md-select__item"> <a href="../../fr/resources/gtfs-realtime/" hreflang="fr" class="md-select__link"> Français </a> </li> <li class="md-select__item"> <a href="../../es/resources/gtfs-realtime/" hreflang="es" class="md-select__link"> Español </a> </li> <li class="md-select__item"> <a href="../../ja/resources/gtfs-realtime/" hreflang="ja" class="md-select__link"> 日本語 </a> </li> <li class="md-select__item"> <a href="../../de/resources/gtfs-realtime/" hreflang="de" class="md-select__link"> Deutsch (wird bald verfügbar sein) </a> </li> <li class="md-select__item"> <a href="../../pt/resources/gtfs-realtime/" hreflang="pt" class="md-select__link"> Português (em breve) </a> </li> <li class="md-select__item"> <a href="../../ru/resources/gtfs-realtime/" hreflang="ru" class="md-select__link"> Русский (будет добавлен позже) </a> </li> <li class="md-select__item"> <a href="../../id/resources/gtfs-realtime/" hreflang="id" class="md-select__link"> Bahasa Indonesia (akan segera hadir) </a> </li> <li class="md-select__item"> <a href="../../ko/resources/gtfs-realtime/" hreflang="ko" class="md-select__link"> 한국어 (곧 제공 예정) </a> </li> <li class="md-select__item"> <a href="../../zh/resources/gtfs-realtime/" hreflang="zh" class="md-select__link"> 中文 - 简体(即将推出) </a> </li> <li class="md-select__item"> <a href="../../zh-TW/resources/gtfs-realtime/" hreflang="zh-TW" class="md-select__link"> 中文 - 繁體(即將推出) </a> </li> </ul> </div> </div> </div> <label class="md-header__button md-icon" for="__search"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg> </label> <div class="md-search" data-md-component="search" role="dialog"> <label class="md-search__overlay" for="__search"></label> <div class="md-search__inner" role="search"> <form class="md-search__form" name="search"> <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required> <label class="md-search__icon md-icon" for="__search"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg> </label> <nav class="md-search__options" aria-label="Search"> <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg> </button> </nav> <div class="md-search__suggest" data-md-component="search-suggest"></div> </form> <div class="md-search__output"> <div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix> <div class="md-search-result" data-md-component="search-result"> <div class="md-search-result__meta"> Initializing search </div> <ol class="md-search-result__list" role="presentation"></ol> </div> </div> </div> </div> </div> <div class="md-header__source"> <a href="https://github.com/google/transit" title="Go to repository" class="md-source" data-md-component="source" target="_blank" rel="noopener"> <div class="md-source__icon md-icon"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg> </div> <div class="md-source__repository"> GTFS Repository </div> </a> </div> </nav> </header> <div class="md-container" data-md-component="container"> <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs"> <div class="md-grid"> <ul class="md-tabs__list"> <li class="md-tabs__item"> <a href="../.." class="md-tabs__link"> Home </a> </li> <li class="md-tabs__item"> <a href="../../getting-started/what-is-GTFS/" class="md-tabs__link"> Getting started </a> </li> <li class="md-tabs__item"> <a href="../../documentation/overview/" class="md-tabs__link"> Technical Documentation </a> </li> <li class="md-tabs__item"> <a href="../../community/get-involved/" class="md-tabs__link"> Community </a> </li> <li class="md-tabs__item md-tabs__item--active"> <a href="../overview/" class="md-tabs__link"> Resources </a> </li> <li class="md-tabs__item"> <a href="../../about/" class="md-tabs__link"> About </a> </li> <li class="md-tabs__item"> <a href="../../blog/" class="md-tabs__link"> Blog </a> </li> </ul> </div> </nav> <main class="md-main" data-md-component="main"> <div class="md-main__inner md-grid"> <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" > <div class="md-sidebar__scrollwrap"> <div class="md-sidebar__inner"> <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0"> <label class="md-nav__title" for="__drawer"> <a href="../.." title="General Transit Feed Specification" class="md-nav__button md-logo" aria-label="General Transit Feed Specification" data-md-component="logo"> <img id="logo_light_mode" src="../../assets/logo.png" alt="logo"> <img id="logo_dark_mode" src="../.." alt="logo"> </a> General Transit Feed Specification </label> <div class="md-nav__source"> <a href="https://github.com/google/transit" title="Go to repository" class="md-source" data-md-component="source" target="_blank" rel="noopener"> <div class="md-source__icon md-icon"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg> </div> <div class="md-source__repository"> GTFS Repository </div> </a> </div> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../.." class="md-nav__link"> <span class="md-ellipsis"> Home </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" > <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0"> <span class="md-ellipsis"> Getting started </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_2"> <span class="md-nav__icon md-icon"></span> Getting started </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../getting-started/what-is-GTFS/" class="md-nav__link"> <span class="md-ellipsis"> What is GTFS? </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/why-use-GTFS/" class="md-nav__link"> <span class="md-ellipsis"> Why use GTFS? </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_3" > <label class="md-nav__link" for="__nav_2_3" id="__nav_2_3_label" tabindex="0"> <span class="md-ellipsis"> How to produce GTFS? </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_2_3"> <span class="md-nav__icon md-icon"></span> How to produce GTFS? </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../getting-started/create/" class="md-nav__link"> <span class="md-ellipsis"> Create </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/validate/" class="md-nav__link"> <span class="md-ellipsis"> Validate </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/publish/" class="md-nav__link"> <span class="md-ellipsis"> Publish </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4" > <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="0"> <span class="md-ellipsis"> What can GTFS do? </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_2_4"> <span class="md-nav__icon md-icon"></span> What can GTFS do? </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../getting-started/features/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/base/" class="md-nav__link"> <span class="md-ellipsis"> Base </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/base-add-ons/" class="md-nav__link"> <span class="md-ellipsis"> Base add-ons </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/accessibility/" class="md-nav__link"> <span class="md-ellipsis"> Accessibility </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/fares/" class="md-nav__link"> <span class="md-ellipsis"> Fares </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/pathways/" class="md-nav__link"> <span class="md-ellipsis"> Pathways </span> </a> </li> <li class="md-nav__item"> <a href="../../getting-started/features/flexible-services/" class="md-nav__link"> <span class="md-ellipsis"> Flexible services </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="../../getting-started/example-feed/" class="md-nav__link"> <span class="md-ellipsis"> Example GTFS feed </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" > <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0"> <span class="md-ellipsis"> Technical Documentation </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3"> <span class="md-nav__icon md-icon"></span> Technical Documentation </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2" > <label class="md-nav__link" for="__nav_3_2" id="__nav_3_2_label" tabindex="0"> <span class="md-ellipsis"> Schedule </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_2_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_2"> <span class="md-nav__icon md-icon"></span> Schedule </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/schedule/reference/" class="md-nav__link"> <span class="md-ellipsis"> Reference </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/schedule-best-practices/" class="md-nav__link"> <span class="md-ellipsis"> Best Practices </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2_3" > <label class="md-nav__link" for="__nav_3_2_3" id="__nav_3_2_3_label" tabindex="0"> <span class="md-ellipsis"> Data examples </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_2_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_2_3"> <span class="md-nav__icon md-icon"></span> Data examples </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/attributions/" class="md-nav__link"> <span class="md-ellipsis"> Attributions </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/continuous-stops/" class="md-nav__link"> <span class="md-ellipsis"> Continuous stops </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/flex/" class="md-nav__link"> <span class="md-ellipsis"> Demand responsive services </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/fares-v1/" class="md-nav__link"> <span class="md-ellipsis"> Fares v1 </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/fares-v2/" class="md-nav__link"> <span class="md-ellipsis"> Fares v2 </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/feed-info/" class="md-nav__link"> <span class="md-ellipsis"> Feed information </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/frequencies/" class="md-nav__link"> <span class="md-ellipsis"> Frequencies </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/pathways/" class="md-nav__link"> <span class="md-ellipsis"> Pathways </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/routes-stops-trips/" class="md-nav__link"> <span class="md-ellipsis"> Routes, Stops & Trips </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/text-to-speech/" class="md-nav__link"> <span class="md-ellipsis"> Text-to-speech </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/transfers/" class="md-nav__link"> <span class="md-ellipsis"> Transfers </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/examples/translations/" class="md-nav__link"> <span class="md-ellipsis"> Translations </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2_4" > <label class="md-nav__link" for="__nav_3_2_4" id="__nav_3_2_4_label" tabindex="0"> <span class="md-ellipsis"> Change history </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_2_4_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_2_4"> <span class="md-nav__icon md-icon"></span> Change history </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/schedule/change-history/recent-additions/" class="md-nav__link"> <span class="md-ellipsis"> Recent additions </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/schedule/change-history/revision-history/" class="md-nav__link"> <span class="md-ellipsis"> Full revision history </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_3" > <label class="md-nav__link" for="__nav_3_3" id="__nav_3_3_label" tabindex="0"> <span class="md-ellipsis"> Realtime </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_3"> <span class="md-nav__icon md-icon"></span> Realtime </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/realtime/reference/" class="md-nav__link"> <span class="md-ellipsis"> Reference </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/realtime-best-practices/" class="md-nav__link"> <span class="md-ellipsis"> Best Practices </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_3_3" > <label class="md-nav__link" for="__nav_3_3_3" id="__nav_3_3_3_label" tabindex="0"> <span class="md-ellipsis"> Feed Entities </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_3_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_3_3"> <span class="md-nav__icon md-icon"></span> Feed Entities </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/realtime/feed-entities/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/feed-entities/trip-updates/" class="md-nav__link"> <span class="md-ellipsis"> Trip Updates </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/feed-entities/service-alerts/" class="md-nav__link"> <span class="md-ellipsis"> Service Alerts </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/feed-entities/vehicle-positions/" class="md-nav__link"> <span class="md-ellipsis"> Vehicle Positions </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/feed-entities/trip-modifications/" class="md-nav__link"> <span class="md-ellipsis"> Trip Modifications </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/proto/" class="md-nav__link"> <span class="md-ellipsis"> Protobuf </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_3_5" > <label class="md-nav__link" for="__nav_3_3_5" id="__nav_3_3_5_label" tabindex="0"> <span class="md-ellipsis"> Language Bindings </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_3_5_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_3_5"> <span class="md-nav__icon md-icon"></span> Language Bindings </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/dotnet/" class="md-nav__link"> <span class="md-ellipsis"> .NET </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/java/" class="md-nav__link"> <span class="md-ellipsis"> Java </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/nodejs/" class="md-nav__link"> <span class="md-ellipsis"> JavaScript/Node.js </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/python/" class="md-nav__link"> <span class="md-ellipsis"> Python </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/golang/" class="md-nav__link"> <span class="md-ellipsis"> Golang </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/ruby/" class="md-nav__link"> <span class="md-ellipsis"> Ruby </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/language-bindings/php/" class="md-nav__link"> <span class="md-ellipsis"> PHP </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_3_6" > <label class="md-nav__link" for="__nav_3_3_6" id="__nav_3_3_6_label" tabindex="0"> <span class="md-ellipsis"> Data examples </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_3_6_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_3_6"> <span class="md-nav__icon md-icon"></span> Data examples </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/realtime/examples/service-alerts/" class="md-nav__link"> <span class="md-ellipsis"> Service alerts </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/examples/trip-updates/" class="md-nav__link"> <span class="md-ellipsis"> Trip updates </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/examples/migration-duplicated/" class="md-nav__link"> <span class="md-ellipsis"> Migration duplicated </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_3_7" > <label class="md-nav__link" for="__nav_3_3_7" id="__nav_3_3_7_label" tabindex="0"> <span class="md-ellipsis"> Change history </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_3_7_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3_3_7"> <span class="md-nav__icon md-icon"></span> Change history </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../documentation/realtime/change-history/recent-additions/" class="md-nav__link"> <span class="md-ellipsis"> Recent Additions </span> </a> </li> <li class="md-nav__item"> <a href="../../documentation/realtime/change-history/revision-history/" class="md-nav__link"> <span class="md-ellipsis"> Full revision history </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" > <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0"> <span class="md-ellipsis"> Community </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_4"> <span class="md-nav__icon md-icon"></span> Community </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../community/get-involved/" class="md-nav__link"> <span class="md-ellipsis"> Get involved </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" > <label class="md-nav__link" for="__nav_4_2" id="__nav_4_2_label" tabindex="0"> <span class="md-ellipsis"> Governance </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_4_2"> <span class="md-nav__icon md-icon"></span> Governance </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../community/governance/gtfs-schedule-amendment-process/" class="md-nav__link"> <span class="md-ellipsis"> GTFS Schedule Amendment Process </span> </a> </li> <li class="md-nav__item"> <a href="../../community/governance/gtfs-realtime-amendment-process/" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Amendment Process </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_3" > <label class="md-nav__link" for="__nav_4_3" id="__nav_4_3_label" tabindex="0"> <span class="md-ellipsis"> Extensions </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_4_3"> <span class="md-nav__icon md-icon"></span> Extensions </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../../community/extensions/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../../community/extensions/fares-v2/" class="md-nav__link"> <span class="md-ellipsis"> Fares v2 </span> </a> </li> <li class="md-nav__item"> <a href="../../community/extensions/flex/" class="md-nav__link"> <span class="md-ellipsis"> Flex </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" checked> <label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex=""> <span class="md-ellipsis"> Resources </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="true"> <label class="md-nav__title" for="__nav_5"> <span class="md-nav__icon md-icon"></span> Resources </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../getting-started/" class="md-nav__link"> <span class="md-ellipsis"> Getting Started </span> </a> </li> <li class="md-nav__item"> <a href="../community/" class="md-nav__link"> <span class="md-ellipsis"> Community </span> </a> </li> <li class="md-nav__item"> <a href="../data/" class="md-nav__link"> <span class="md-ellipsis"> Data </span> </a> </li> <li class="md-nav__item"> <a href="../software-for-creating-apis/" class="md-nav__link"> <span class="md-ellipsis"> Software for Creating APIs </span> </a> </li> <li class="md-nav__item"> <a href="../agency-tools/" class="md-nav__link"> <span class="md-ellipsis"> Agency Tools </span> </a> </li> <li class="md-nav__item"> <a href="../hardware/" class="md-nav__link"> <span class="md-ellipsis"> Hardware </span> </a> </li> <li class="md-nav__item"> <a href="../apps/" class="md-nav__link"> <span class="md-ellipsis"> Apps </span> </a> </li> <li class="md-nav__item"> <a href="../sdk/" class="md-nav__link"> <span class="md-ellipsis"> SDKs </span> </a> </li> <li class="md-nav__item"> <a href="../visualizations/" class="md-nav__link"> <span class="md-ellipsis"> Visualizations </span> </a> </li> <li class="md-nav__item"> <a href="../gtfs/" class="md-nav__link"> <span class="md-ellipsis"> GTFS </span> </a> </li> <li class="md-nav__item md-nav__item--active"> <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc"> <label class="md-nav__link md-nav__link--active" for="__toc"> <span class="md-ellipsis"> GTFS Realtime </span> <span class="md-nav__icon md-icon"></span> </label> <a href="./" class="md-nav__link md-nav__link--active"> <span class="md-ellipsis"> GTFS Realtime </span> </a> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class="md-nav__title" for="__toc"> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> <li class="md-nav__item"> <a href="#gtfs-realtime-libraries-demo-apps" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Libraries &amp; Demo Apps </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-validators" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Validators </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-and-other-real-time-api-archival-tools" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime (and Other Real-time API) Archival Tools </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-convertors" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Convertors </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-utilities" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Utilities </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="../siri/" class="md-nav__link"> <span class="md-ellipsis"> SIRI </span> </a> </li> <li class="md-nav__item"> <a href="../multimodal/" class="md-nav__link"> <span class="md-ellipsis"> Multimodal </span> </a> </li> <li class="md-nav__item"> <a href="../other/" class="md-nav__link"> <span class="md-ellipsis"> Other </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" > <div class="md-nav__link md-nav__container"> <a href="../../about/" class="md-nav__link "> <span class="md-ellipsis"> About </span> </a> </div> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_6"> <span class="md-nav__icon md-icon"></span> About </label> <ul class="md-nav__list" data-md-scrollfix> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" > <div class="md-nav__link md-nav__container"> <a href="../../blog/" class="md-nav__link "> <span class="md-ellipsis"> Blog </span> </a> </div> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_7"> <span class="md-nav__icon md-icon"></span> Blog </label> <ul class="md-nav__list" data-md-scrollfix> </ul> </nav> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" > <div class="md-sidebar__scrollwrap"> <div class="md-sidebar__inner"> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class="md-nav__title" for="__toc"> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> <li class="md-nav__item"> <a href="#gtfs-realtime-libraries-demo-apps" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Libraries &amp; Demo Apps </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-validators" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Validators </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-and-other-real-time-api-archival-tools" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime (and Other Real-time API) Archival Tools </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-convertors" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Convertors </span> </a> </li> <li class="md-nav__item"> <a href="#gtfs-realtime-utilities" class="md-nav__link"> <span class="md-ellipsis"> GTFS Realtime Utilities </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-content" data-md-component="content"> <article class="md-content__inner md-typeset"> <h1 id="gtfs-realtime">GTFS Realtime<a class="headerlink" href="#gtfs-realtime" title="Permanent link">&para;</a></h1> <ul> <li><a href="https://github.com/google/transit/tree/master/gtfs-realtime" target="_blank" rel="noopener">GTFS-realtime documentation</a>.</li> <li><a href="https://laidig.github.io/gtfs-rt-autodoc/index.html" target="_blank" rel="noopener">GTFS-realtime Autodoc</a> - Automatically generated documentation for GTFS-realtime, generated from the official <a href="https://github.com/google/transit/blob/master/gtfs-realtime/proto/gtfs-realtime.proto" target="_blank" rel="noopener">GTFS-realtime protocol buffer specification</a> and including some extensions.</li> </ul> <h2 id="gtfs-realtime-libraries-demo-apps">GTFS Realtime Libraries &amp; Demo Apps<a class="headerlink" href="#gtfs-realtime-libraries-demo-apps" title="Permanent link">&para;</a></h2> <ul> <li><a href="https://github.com/google/gtfs-realtime-bindings" target="_blank" rel="noopener">gtfs-realtime-bindings</a> - The official bindings for Java, .NET, Node.js, Python, and Ruby generated from the official <a href="https://github.com/google/transit/blob/master/gtfs-realtime/proto/gtfs-realtime.proto" target="_blank" rel="noopener">GTFS-realtime protocol buffer specification</a>.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-exporter/wiki" target="_blank" rel="noopener">GTFS-realtime Exporter</a> - A Java-based tool that assists in producing and sharing a GTFS-relatime feed.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-alerts-producer-demo/wiki" target="_blank" rel="noopener">GTFS-realtime Alerts Producer Demo</a> - A Java-based demo project for producing GTFS-realtime Service Alerts.</li> <li><a href="https://github.com/OneBusAway/onebusaway-service-alerts" target="_blank" rel="noopener">GTFS-realtime Alerts Producer Web Application</a> - A Java-based web application for producing GTFS-realtime Service Alerts.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-trip-updates-producer-demo/wiki" target="_blank" rel="noopener">GTFS-realtime TripUpdates &amp; VehiclePositions Producer Demo</a> - A Java-based demo project for producing GTFS-realtime TripUpdates (estimated arrivals) and Vehicle Positions.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-visualizer" target="_blank" rel="noopener">GTFS-realtime Vehicle Positions Consumer/Visualizer Demo</a> - A Java-based demo project for consuming a GTFS-realtime Vehicle Positions feed and displaying this info on a map.</li> </ul> <h2 id="gtfs-realtime-validators">GTFS Realtime Validators<a class="headerlink" href="#gtfs-realtime-validators" title="Permanent link">&para;</a></h2> <ul> <li><a href="https://github.com/MobilityData/gtfs-realtime-validator" target="_blank" rel="noopener">gtfs-realtime-validator</a> - A GTFS Realtime validation tool originally developed by the <a href="https://www.cutr.usf.edu/" target="_blank" rel="noopener">Center for Urban Transportation Research</a> at the University of South Florida and now maintained by <a href="https://mobilitydata.org/" target="_blank" rel="noopener">MobilityData</a>.</li> </ul> <h2 id="gtfs-realtime-and-other-real-time-api-archival-tools">GTFS Realtime (and Other Real-time API) Archival Tools<a class="headerlink" href="#gtfs-realtime-and-other-real-time-api-archival-tools" title="Permanent link">&para;</a></h2> <ul> <li><a href="https://github.com/OpenMobilityData/GtfsRealTimeToSql" target="_blank" rel="noopener">GTFS-realtime to SQL</a> - Parses a GTFS-RealTime feed into an SQL database (used in <a href="https://openmobilitydata.org" target="_blank" rel="noopener">OpenMobilityData.org</a>)</li> <li><a href="https://github.com/CUTR-at-USF/gtfsrdb" target="_blank" rel="noopener">gtfsrdb</a> - A Python tool that supports reading and archiving GTFS-realtime feeds into a database</li> <li><a href="https://github.com/SAUSy-Lab/retro-gtfs" target="_blank" rel="noopener">retro-gtfs</a> - A Python application that collects real-time data from the Nextbus API and archives it into the GTFS format (i.e., retrospective GTFS).</li> </ul> <h2 id="gtfs-realtime-convertors">GTFS Realtime Convertors<a class="headerlink" href="#gtfs-realtime-convertors" title="Permanent link">&para;</a></h2> <ul> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-from-siri-cli/wiki" target="_blank" rel="noopener">SIRI to GTFS-realtime</a> - A Java-based command-line utility to convert from the <a href="https://www.siri.org.uk/" target="_blank" rel="noopener">SIRI format</a> to GTFS-realtime</li> <li><a href="https://github.com/CUTR-at-USF/HART-GTFS-realtimeGenerator/" target="_blank" rel="noopener">OrbCAD SQL Server to GTFS-realtime</a> - A Java-based command-line utility that extracts vehicle positions and trip updates information from an OrbCAD SQL Server and exports them to the GTFS-realtime TripUpdates and VehiclePositions formats.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-from-nextbus-cli/wiki" target="_blank" rel="noopener">NextBus API to GTFS-realtime</a> - A Java-based command-line utility to convert from the <a href="http://www.nextbus.com/xmlFeedDocs/NextBusXMLFeed.pdf" target="_blank" rel="noopener">NextBus API format</a> to GTFS-realtime. Note that NextBus now directly offers a GTFS-realtime API for their products. See <a href="http://nextbus.cubic.com/Products/Real-Time-Rider-Information" target="_blank" rel="noopener">Cubic site</a> and <a href="https://medium.com/omnimodal/want-more-riders-open-up-your-nextbus-api-with-gtfs-realtime-7387c80f31e1#.pkuzizhl5" target="_blank" rel="noopener">this FAQ</a>.</li> <li><a href="https://github.com/CUTR-at-USF/bullrunner-gtfs-realtime-generator" target="_blank" rel="noopener">Syncromatics API to GTFS-realtime</a> - A Java-based command-line utility to convert from the <a href="http://www.syncromatics.com/" target="_blank" rel="noopener">Syncromatics API</a> format to GTFS-realtime TripUpdates and VehiclePositons.</li> <li><a href="https://github.com/bliksemlabs/bliksemintegration-realtime" target="_blank" rel="noopener">KV6,15,17, and ARNU to GTFS-realtime</a> - Java-based tool to process incoming KV6,15,17 and ARNU and match them to static transit data present in a RID integration database. It then proceeds to export this data as ARNU RITinfo, GTFS(realtime) and KV78turbo</li> <li><a href="https://github.com/kurtraschke/wmata-gtfsrealtime" target="_blank" rel="noopener">WMATA BusPositions API to GTFS-realtime</a> - Java-based tool to convert from WMATA's <a href="https://developer.wmata.com/docs/services/54763629281d83086473f231/operations/5476362a281d830c946a3d68" target="_blank" rel="noopener">BusPositions API</a> and Alert RSS feeds from <a href="http://www.wmata.com/rider_tools/metro_service_status/rail_bus.cfm?" target="_blank" rel="noopener">MetroAlerts</a> to GTFS-realtime TripUpdates, VehiclePositions, and Alerts feeds.</li> <li><a href="https://github.com/kurtraschke/septa-gtfsrealtime" target="_blank" rel="noopener">SEPTA API to GTFS-realtime</a> - Java-based tool to convert <a href="http://www.septa.org/" target="_blank" rel="noopener">SEPTA's</a> <a href="http://www3.septa.org/hackathon/" target="_blank" rel="noopener">real-time bus and rail data</a> to GTFS-realtime</li> <li><a href="https://github.com/kurtraschke/ctatt-gtfsrealtime" target="_blank" rel="noopener">CTA API to GTFS-realtime</a> - Java-based tool to convert <a href="http://www.transitchicago.com/" target="_blank" rel="noopener">CTA's</a> <a href="http://www.transitchicago.com/developers/traintracker.aspx" target="_blank" rel="noopener">Train Tracker data</a> to GTFS-realtime.</li> <li><a href="https://github.com/prashtx/ddot-avl" target="_blank" rel="noopener">Detroit DOT to GTFS-realtime</a> - Extract real-time info from <a href="http://www.detroitmi.gov/How-Do-I/Locate-Transportation/Bus-Schedules" target="_blank" rel="noopener">DDOT's</a> TransitMaster installation (database) and convert to GTFS-realtime</li> <li><a href="https://github.com/ipublic/live_transit_event_trigger" target="_blank" rel="noopener">Live Transit Event Trigger</a> - Extracts data from <a href="http://www.montgomerycountymd.gov/dot-transit/" target="_blank" rel="noopener">Ride On's</a> OrbCAD database and export as GTFS-realtime.</li> <li><a href="https://github.com/bdferris/onebusaway-sound-transit-realtime" target="_blank" rel="noopener">SoundTransit to GTFS-realtime</a> - Convert text file feed from <a href="http://www.soundtransit.org/" target="_blank" rel="noopener">Sound Transit</a> to GTFS-realtime</li> <li><a href="https://github.com/jestin/CivicTransit" target="_blank" rel="noopener">Civic Transit</a> - Screen-scrapes <a href="http://www.kcata.org/" target="_blank" rel="noopener">KCATA’s</a> TransitMaster WebWatch installation to produce a GTFS-realtime feed.</li> <li><a href="https://thetransitclock.github.io/" target="_blank" rel="noopener">GTFS-realtime VehiclePositions to GTFS-realtime TripUpdates (TransitClock)</a> - Java application that can consume raw vehicle positions and generate prediction times in formats such as GTFS-realtime. Formerly known as "Transitime".</li> <li><a href="https://github.com/Intersection/gtfs-realtime-translators" target="_blank" rel="noopener">gtfs-realtime-translators</a> - A Python-based tool to translate custom arrival API formats to GTFS-realtime. As of July 2019 it supports LA Metro and SEPTA.</li> <li><a href="https://github.com/jonathonwpowell/transloc-to-gtfs-real-time" target="_blank" rel="noopener">Transloc API to GTFS-realtime</a> - A Node.js based tool to convert the Transloc API to GTFS-realtime.</li> <li><a href="https://github.com/derhuerst/hafas-gtfs-rt-feed" target="_blank" rel="noopener">hafas-gtfs-rt-feed</a> – A Javascript tool to generate a GTFS Realtime feed from a HAFAS endpoint.</li> <li><a href="https://github.com/etalab/transpo-rt/" target="_blank" rel="noopener">GTFS-realtime to SIRI-Lite</a> - A <a href="https://www.rust-lang.org/" target="_blank" rel="noopener">Rust</a> webserver to convert multiple GTFS-RT feeds to a SIRI-Lite API.</li> </ul> <h2 id="gtfs-realtime-utilities">GTFS Realtime Utilities<a class="headerlink" href="#gtfs-realtime-utilities" title="Permanent link">&para;</a></h2> <ul> <li><a href="https://github.com/cmoscardi/bus_kalman" target="_blank" rel="noopener">bus_kalman</a> - A Kalman Filter used to interpolate bus travel times using NYC MTA real-time data.</li> <li><a href="https://github.com/mbta/concentrate" target="_blank" rel="noopener">Concentrate</a> - Combines realtime transit information from multiple sources into single output files. Maintained by <a href="https://github.com/mbta" target="_blank" rel="noopener"> Massachusetts Bay Transportation Authority (MBTA)</a>.</li> <li><a href="https://github.com/CUTR-at-USF/gtfs-realtime-test-service" target="_blank" rel="noopener">gtfs-realtime-test-service</a> - A tool for mocking GTFS-realtime feed content (e.g., for use in testing a GTFS-realtime consuming application).</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-munin-plugin" target="_blank" rel="noopener">GTFS-realtime Munin Plugin</a> - Provides a <a href="http://munin-monitoring.org/" target="_blank" rel="noopener">Munin</a> plugin for logging information about a GTFS-realtime feed.</li> <li><a href="https://github.com/OneBusAway/onebusaway-gtfs-realtime-nagios-plugin" target="_blank" rel="noopener">GTFS-realtime Nagio Plugin</a> - Provides a <a href="https://www.nagios.org/" target="_blank" rel="noopener">Nagios</a> plugin for monitoring a GTFS-realtime feed</li> <li><a href="https://github.com/laidig/gtfs-rt-printer" target="_blank" rel="noopener">GTFS-realtime Printer</a> - Java-based utility to print out information from a GTFS-realtime file or URL.</li> <li><a href="https://github.com/conveyal/gtfs-rt-admin" target="_blank" rel="noopener">gtfs-rt-admin</a> - An admin tool for managing GTFS-RT service alerts (JavaScript and Java).</li> <li><a href="https://github.com/derhuerst/gtfs-rt-differential-to-full-dataset" target="_blank" rel="noopener">gtfs-rt-differential-to-full-dataset</a> – Javascript tool to transform a continuous GTFS Realtime stream of <code>DIFFERENTIAL</code> incrementality data into a <code>FULL_DATASET</code> dump.</li> <li><a href="https://github.com/kurtraschke/gtfs-rt-dump" target="_blank" rel="noopener">gtfs-rt-dump</a> - Converts protocol buffer format to plain text for easy viewing of a GTFS-realtime feed in plain text (for debugging purposes)</li> <li><a href="https://public-transport.github.io/gtfs-rt-inspector/" target="_blank" rel="noopener">gtfs-rt-inspector</a> – Web app to inspect &amp; analyze any (CORS-enabled) GTFS Realtime feed. Open-source on <a href="https://github.com/public-transport/gtfs-rt-inspector" target="_blank" rel="noopener">GitHub</a>.</li> <li><a href="https://github.com/teckkean/GTFS-Data-Pipeline-TfNSW-Bus" target="_blank" rel="noopener">GTFS Data Pipeline for TfNSW Bus Datasets</a> - A data pipeline developed for the TfNSW's GTFS Static and Realtime datasets. The datasets generated using the pipeline have been used to validate the performance of TfNSW's Transit Signal Priority Request via Public Transport Information and Priority System (PTIPS).</li> <li><a href="https://github.com/pailakka/manual-gtfsrt" target="_blank" rel="noopener">manual-gtfsrt</a> - A Go-based tool that serves a GTFS-RT feed created from editable JSON.</li> <li><a href="https://github.com/derhuerst/print-gtfs-rt-cli" target="_blank" rel="noopener">print-gtfs-rt-cli</a> – Javascript tool to read a GTFS Realtime feed from stdin, print human-readable or as JSON.</li> <li><a href="https://github.com/OpenTransitTools/transitcast" target="_blank" rel="noopener">transitcast</a> - Uses GTFS and GTFS-RT vehicle position feed generating an estimated transition time it takes for each vehicle to move from scheduled stop to scheduled stop recording these an "observed_stop_time" table. These records can later be used to train a machine learning model to make vehicle travel predictions. Created by TriMet as part of <a href="https://trimet.org/imi/program.htm" target="_blank" rel="noopener">an FTA IMI project</a>.</li> <li><a href="https://github.com/CUTR-at-USF/transit-feed-quality-calculator" target="_blank" rel="noopener">transit-feed-quality-calculator</a> - A Java project that uses the <a href="https://github.com/CUTR-at-USF/gtfs-realtime-validator" target="_blank" rel="noopener">gtfs-realtime-validator</a> to assess the quality of a large number of transit feeds, fetching the feed URLs from a global directory (<a href="https://openmobilitydata.org/" target="_blank" rel="noopener">TransitFeeds.com/OpenMobilityData.org</a>).</li> <li><a href="https://github.com/tmelliott/TransitNetworkModel" target="_blank" rel="noopener">Transit Network Model</a> - A tool to generate predictions using GTFS-realtime VehiclePositions, a particle filter, and a Kalman Filter. </li> <li><a href="https://codeberg.org/dancingCycle/gtfs-rt-display" target="_blank" rel="noopener">GTFS Realtime Display</a> - Analyse, monitor and maintain GTFS Realtime data. <a href="https://www.swingbe.de/activity/gtfs-rt-display/" target="_blank" rel="noopener">Example instances</a></li> <li><a href="https://docs.google.com/document/d/1-AOtPaEViMcY6B5uTAYj7oVkwry3LfAQJg3ihSRTVoU/edit#heading=h.j27shba7rlk6" target="_blank" rel="noopener">GTFS Realtime Prediction Accuracy metrics</a> - Useful Performance Metrics for GTFS-Realtime.</li> </ul> </article> </div> <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type="button" class="md-top md-icon" data-md-component="top" hidden> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg> Back to top </button> </main> <footer class="md-footer"> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class="md-footer-copyright"> <c>Maintained by </c> <a class="footer-link" href="https://mobilitydata.org/" target="_blank" rel="noopener"> <svg class="only-light" width="26%" height="26%" style="vertical-align:middle" style="float:left" version="1.1" id="Calque_1" x="0px" y="0px" viewBox="0 0 850.40002 205.24001" xml:space="preserve" sodipodi:docname="md-white.svg" inkscape:version="1.1.1 (c3084ef, 2021-09-22)" xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape" xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd" xmlns="http://www.w3.org/2000/svg" xmlns:svg="http://www.w3.org/2000/svg"><defs id="defs39" /><sodipodi:namedview id="namedview37" pagecolor="#505050" bordercolor="#ffffff" borderopacity="1" inkscape:pageshadow="0" inkscape:pageopacity="0" inkscape:pagecheckerboard="1" showgrid="false" inkscape:zoom="0.44880624" inkscape:cx="355.38721" inkscape:cy="387.69514" inkscape:window-width="1277" inkscape:window-height="847" inkscape:window-x="0" inkscape:window-y="25" inkscape:window-maximized="0" inkscape:current-layer="Calque_1" fit-margin-top="0" fit-margin-left="0" fit-margin-right="0" fit-margin-bottom="0" /> <style type="text/css" id="style2"> .st0{fill:#19132D;} </style> <g id="g32" style="fill:#ffffff" transform="translate(-31.33,-15.87)"> <path class="st0" d="m 322.73,81.87 h -12.08 c -0.37,0 -0.7,0.19 -0.89,0.51 L 287.48,115.86 265.1,82.37 c -0.19,-0.31 -0.52,-0.51 -0.89,-0.51 h -12.08 c -0.55,0 -1,0.45 -1,1 v 72.39 c 0,0.55 0.45,1 1,1 h 13.42 c 0.55,0 1,-0.45 1,-1 v -43.7 c 0,-0.14 0.18,-0.19 0.25,-0.07 l 19.81,28.8 c 0.19,0.3 0.52,0.46 0.87,0.47 0.35,0 0.67,-0.18 0.87,-0.48 l 19.59,-29.19 c 0.07,-0.12 0.25,-0.07 0.25,0.07 l 0.22,44.05 c 0,0.58 0.47,1.05 1.04,1.05 h 13.28 c 0.55,0 1,-0.45 1,-1 V 82.86 c 0,-0.55 -0.45,-0.99 -1,-0.99 z" id="path4" style="fill:#ffffff" /> <path class="st0" d="m 360.01,101.15 c -16.28,0 -29.03,12.42 -29.03,28.28 0,15.86 12.75,28.28 29.03,28.28 16.34,0 29.14,-12.42 29.14,-28.28 0,-15.86 -12.8,-28.28 -29.14,-28.28 z m 13.58,28.28 c 0,7.76 -5.71,13.4 -13.58,13.4 -7.81,0 -13.47,-5.64 -13.47,-13.4 0,-7.76 5.67,-13.4 13.47,-13.4 7.87,0 13.58,5.63 13.58,13.4 z" id="path6" style="fill:#ffffff" /> <path class="st0" d="m 427.6,101.15 c -6.77,0 -12.25,2.05 -16.35,6.11 v -24.4 c 0,-0.55 -0.45,-1 -1,-1 h -13.56 c -0.55,0 -1,0.45 -1,1 v 72.39 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 v -3.66 c 4.1,4.06 9.59,6.11 16.35,6.11 7.2,0 13.95,-2.9 19,-8.17 5.09,-5.31 7.9,-12.45 7.9,-20.11 0,-7.66 -2.8,-14.8 -7.9,-20.11 -5.06,-5.26 -11.81,-8.16 -19,-8.16 z m 11.34,28.28 c 0,8.07 -5.72,13.71 -13.9,13.71 -8.12,0 -13.79,-5.64 -13.79,-13.71 0,-8.07 5.67,-13.71 13.79,-13.71 8.18,0 13.9,5.63 13.9,13.71 z" id="path8" style="fill:#ffffff" /> <path class="st0" d="m 469.41,80.31 c -4.83,0 -8.9,4.02 -8.9,8.79 0,4.71 4.08,8.69 8.9,8.69 4.96,0 9,-3.9 9,-8.69 0,-4.77 -4.12,-8.79 -9,-8.79 z" id="path10" style="fill:#ffffff" /> <path class="st0" d="m 476.24,102.6 h -13.56 c -0.55,0 -1,0.45 -1,1 v 51.66 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 V 103.6 c 0,-0.55 -0.45,-1 -1,-1 z" id="path12" style="fill:#ffffff" /> <path class="st0" d="m 504.74,78.76 h -13.56 c -0.55,0 -1,0.45 -1,1 v 75.5 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 v -75.5 c 0,-0.56 -0.45,-1 -1,-1 z" id="path14" style="fill:#ffffff" /> <path class="st0" d="m 532.65,102.6 h -13.56 c -0.55,0 -1,0.45 -1,1 v 51.66 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 V 103.6 c 0,-0.55 -0.45,-1 -1,-1 z" id="path16" style="fill:#ffffff" /> <path class="st0" d="m 525.82,80.31 c -4.83,0 -8.9,4.02 -8.9,8.79 0,4.71 4.08,8.69 8.9,8.69 4.96,0 9,-3.9 9,-8.69 0.01,-4.77 -4.12,-8.79 -9,-8.79 z" id="path18" style="fill:#ffffff" /> <path class="st0" d="M 576.69,102.6 H 565.65 V 89.08 c 0,-0.55 -0.45,-1 -1,-1 h -13.56 c -0.55,0 -1,0.45 -1,1 v 13.52 h -8.27 c -0.55,0 -1,0.45 -1,1 v 12.67 c 0,0.55 0.45,1 1,1 h 8.27 v 20.66 c 0,6.93 1.56,11.56 4.91,14.57 3.13,2.81 7.86,4.18 14.64,4.18 2.17,0 4.55,-0.14 7.15,-0.42 0.51,-0.05 0.89,-0.48 0.89,-0.99 v -11.95 c 0,-0.27 -0.11,-0.54 -0.31,-0.72 -0.2,-0.19 -0.47,-0.29 -0.74,-0.27 -4.86,0.25 -8.41,0.32 -9.95,-1.14 -0.71,-0.67 -1.04,-1.7 -1.04,-3.25 v -20.66 h 11.04 c 0.55,0 1,-0.45 1,-1 V 103.6 c 0.01,-0.55 -0.44,-1 -0.99,-1 z" id="path20" style="fill:#ffffff" /> <path class="st0" d="M 676.43,81.87 H 646.9 c -0.55,0 -1,0.45 -1,1 v 72.39 c 0,0.55 0.45,1 1,1 h 29.53 c 10.15,0 19.49,-3.82 26.31,-10.76 6.77,-6.89 10.5,-16.28 10.5,-26.44 0,-10.16 -3.73,-19.55 -10.5,-26.44 -6.82,-6.93 -16.16,-10.75 -26.31,-10.75 z m 20.93,37.19 c 0,12.77 -8.61,21.69 -20.93,21.69 H 662.42 V 97.37 h 14.01 c 12.32,0 20.93,8.92 20.93,21.69 z" id="path22" style="fill:#ffffff" /> <path class="st0" d="M 775.16,102.6 H 761.6 c -0.55,0 -1,0.45 -1,1 v 3.7 c -4.15,-4.03 -9.8,-6.15 -16.46,-6.15 -7.15,0 -13.87,2.9 -18.91,8.17 -5.08,5.31 -7.88,12.45 -7.88,20.1 0,7.65 2.8,14.79 7.88,20.11 5.04,5.27 11.76,8.17 18.91,8.17 6.66,0 12.3,-2.12 16.46,-6.15 v 3.7 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 V 103.6 c 0,-0.55 -0.45,-1 -1,-1 z m -14.56,26.83 c 0,8.07 -5.72,13.71 -13.9,13.71 -8.12,0 -13.79,-5.64 -13.79,-13.71 0,-8.07 5.67,-13.71 13.79,-13.71 8.19,0 13.9,5.63 13.9,13.71 z" id="path24" style="fill:#ffffff" /> <path class="st0" d="M 818.36,102.6 H 807.32 V 89.08 c 0,-0.55 -0.45,-1 -1,-1 h -13.56 c -0.55,0 -1,0.45 -1,1 v 13.52 h -8.27 c -0.55,0 -1,0.45 -1,1 v 12.67 c 0,0.55 0.45,1 1,1 h 8.27 v 20.66 c 0,6.93 1.56,11.56 4.91,14.57 3.13,2.81 7.86,4.18 14.64,4.18 2.17,0 4.55,-0.14 7.15,-0.42 0.51,-0.05 0.89,-0.48 0.89,-0.99 v -11.95 c 0,-0.27 -0.11,-0.54 -0.31,-0.72 -0.2,-0.19 -0.47,-0.29 -0.74,-0.27 -4.85,0.25 -8.41,0.32 -9.95,-1.14 -0.71,-0.67 -1.04,-1.7 -1.04,-3.25 v -20.66 h 11.04 c 0.55,0 1,-0.45 1,-1 V 103.6 c 0.01,-0.55 -0.44,-1 -0.99,-1 z" id="path26" style="fill:#ffffff" /> <path class="st0" d="m 880.73,102.6 h -13.56 c -0.55,0 -1,0.45 -1,1 v 3.7 c -4.15,-4.03 -9.8,-6.15 -16.46,-6.15 -7.15,0 -13.87,2.9 -18.91,8.17 -5.08,5.31 -7.88,12.45 -7.88,20.1 0,7.65 2.8,14.79 7.88,20.11 5.04,5.27 11.76,8.17 18.91,8.17 6.66,0 12.31,-2.12 16.46,-6.15 v 3.7 c 0,0.55 0.45,1 1,1 h 13.56 c 0.55,0 1,-0.45 1,-1 V 103.6 c -0.01,-0.55 -0.45,-1 -1,-1 z m -14.56,26.83 c 0,8.07 -5.72,13.71 -13.9,13.71 -8.12,0 -13.79,-5.64 -13.79,-13.71 0,-8.07 5.67,-13.71 13.79,-13.71 8.18,0 13.9,5.63 13.9,13.71 z" id="path28" style="fill:#ffffff" /> <path class="st0" d="m 637.94,102.65 h -14.4 c -0.49,0 -0.92,0.31 -1.08,0.77 l -11.13,33.32 -13.05,-33.37 c -0.17,-0.44 -0.59,-0.72 -1.06,-0.72 h -14.71 c -0.38,0 -0.74,0.19 -0.95,0.51 -0.21,0.32 -0.25,0.72 -0.1,1.07 l 21.83,50.99 c -2.51,6.69 -6.12,9.31 -12.78,9.31 -0.05,0 -0.1,0 -0.14,0 -0.3,0 -0.59,0.12 -0.8,0.33 -0.22,0.21 -0.33,0.5 -0.33,0.8 v 12.36 c 0,0.61 0.48,1.11 1.08,1.14 0.63,0.03 1.25,0.05 1.87,0.05 6.25,0 11.45,-1.62 15.85,-4.92 4.83,-3.63 8.57,-9.21 11.43,-17.07 L 639,104.17 c 0.13,-0.35 0.08,-0.74 -0.13,-1.04 -0.21,-0.3 -0.56,-0.48 -0.93,-0.48 z" id="path30" style="fill:#ffffff" /> </g> <path class="st0" d="m 215.93,168.67 -9.88,-9.88 -3.3,3.3 5.03,5.03 h -22.43 c -0.93,-2.53 -2.93,-4.55 -5.45,-5.51 V 35.56 c 0,-2.16 -1.75,-3.91 -3.91,-3.91 h -27.18 c -1.8,0 -3.49,0.95 -4.42,2.49 L 108.64,90.65 72.71,34.12 C 71.77,32.59 70.09,31.65 68.3,31.65 H 49.2 C 48.24,29.13 46.23,27.13 43.7,26.2 V 0 h -6.4 v 26.2 c -2.56,0.94 -4.6,2.98 -5.54,5.54 H 8.83 l 5.03,-5.03 -3.3,-3.3 -9.88,9.88 C 0.24,33.73 0,34.32 0,34.94 c 0,0.62 0.25,1.21 0.68,1.65 l 9.88,9.88 3.3,-3.3 -5.03,-5.03 h 22.91 c 0.93,2.54 2.93,4.56 5.46,5.52 V 169.7 c 0,2.16 1.75,3.91 3.91,3.91 h 28.82 c 2.16,0 3.91,-1.75 3.91,-3.91 v -68.08 l 30.47,46.42 c 0.92,1.41 2.5,2.29 4.23,2.35 0.04,0 0.08,0 0.12,0 1.75,0 3.37,-0.89 4.34,-2.39 l 30.1,-46.99 0.35,67.38 c 0,2.87 2.32,5.21 5.18,5.21 h 19.26 c 0.96,2.52 2.97,4.52 5.51,5.45 v 26.19 h 6.4 v -26.19 c 2.56,-0.94 4.6,-2.98 5.54,-5.54 h 22.43 l -5.03,5.03 3.3,3.3 9.88,-9.88 c 0.92,-0.91 0.92,-2.38 0.01,-3.29 z M 40.49,39.6 c -0.16,0 -0.32,-0.01 -0.48,-0.02 -0.03,0 -0.06,-0.01 -0.09,-0.01 -0.13,-0.02 -0.25,-0.03 -0.37,-0.06 -0.02,0 -0.04,-0.01 -0.07,-0.02 -0.13,-0.03 -0.26,-0.06 -0.38,-0.1 -0.01,0 -0.03,-0.01 -0.04,-0.02 -0.13,-0.04 -0.26,-0.09 -0.39,-0.14 0,0 0,0 0,0 -0.14,-0.06 -0.27,-0.12 -0.4,-0.19 -0.4,-0.22 -0.76,-0.49 -1.07,-0.8 -0.03,-0.03 -0.05,-0.06 -0.08,-0.09 -0.2,-0.21 -0.38,-0.43 -0.53,-0.68 0,0 0,0 0,0 -0.08,-0.12 -0.15,-0.24 -0.22,-0.37 0,-0.01 -0.01,-0.02 -0.01,-0.03 -0.06,-0.12 -0.12,-0.24 -0.17,-0.36 -0.01,-0.02 -0.02,-0.05 -0.03,-0.07 -0.04,-0.11 -0.09,-0.22 -0.12,-0.34 -0.01,-0.04 -0.02,-0.09 -0.03,-0.14 -0.03,-0.1 -0.05,-0.2 -0.07,-0.3 -0.02,-0.08 -0.02,-0.15 -0.04,-0.23 -0.01,-0.07 -0.03,-0.15 -0.03,-0.22 -0.02,-0.15 -0.02,-0.31 -0.02,-0.46 0,0 0,0 0,0 0,-0.16 0.01,-0.31 0.02,-0.47 0.01,-0.08 0.02,-0.15 0.03,-0.22 0.01,-0.08 0.02,-0.15 0.03,-0.23 0.02,-0.1 0.05,-0.2 0.08,-0.3 0.01,-0.04 0.02,-0.09 0.03,-0.13 0.04,-0.12 0.08,-0.23 0.12,-0.35 0.01,-0.02 0.02,-0.04 0.02,-0.07 0.05,-0.13 0.11,-0.25 0.17,-0.37 0,-0.01 0.01,-0.02 0.01,-0.02 0.2,-0.39 0.46,-0.74 0.76,-1.05 0.05,-0.05 0.1,-0.1 0.15,-0.15 0.21,-0.2 0.44,-0.38 0.68,-0.54 0,0 0,0 0,0 0.12,-0.08 0.24,-0.15 0.37,-0.22 0.01,0 0.02,-0.01 0.02,-0.01 0.12,-0.06 0.24,-0.12 0.37,-0.17 0.02,-0.01 0.05,-0.02 0.07,-0.02 0.11,-0.04 0.23,-0.09 0.34,-0.12 0.04,-0.01 0.09,-0.02 0.13,-0.03 0.1,-0.03 0.2,-0.05 0.3,-0.07 0.08,-0.02 0.15,-0.02 0.23,-0.04 0.07,-0.01 0.14,-0.03 0.22,-0.03 0.15,-0.02 0.31,-0.02 0.47,-0.02 0.16,0 0.31,0.01 0.47,0.02 0.07,0.01 0.15,0.02 0.22,0.03 0.08,0.01 0.16,0.02 0.23,0.04 0.1,0.02 0.2,0.05 0.3,0.07 0.04,0.01 0.09,0.02 0.13,0.03 0.12,0.04 0.23,0.08 0.34,0.12 0.02,0.01 0.05,0.02 0.07,0.02 0.13,0.05 0.25,0.11 0.37,0.17 0.01,0 0.02,0.01 0.02,0.01 0.13,0.07 0.25,0.14 0.37,0.22 0,0 0,0 0,0 0.24,0.16 0.47,0.34 0.68,0.54 0.02,0.02 0.05,0.04 0.07,0.06 0.32,0.32 0.59,0.68 0.81,1.07 0,0 0,0 0,0 0.07,0.13 0.13,0.26 0.19,0.39 0,0.01 0.01,0.01 0.01,0.02 0.05,0.13 0.1,0.25 0.14,0.38 0,0.02 0.01,0.03 0.02,0.05 0.04,0.12 0.07,0.24 0.1,0.37 0.01,0.03 0.02,0.05 0.02,0.08 0.02,0.12 0.04,0.24 0.06,0.36 0,0.04 0.01,0.07 0.02,0.11 0.02,0.16 0.02,0.31 0.02,0.47 0,0 0,0 0,0 0.01,2.57 -2.07,4.65 -4.64,4.65 z m 109.13,50.25 c -0.01,-1.46 -0.97,-2.74 -2.37,-3.14 -1.4,-0.41 -2.9,0.16 -3.69,1.39 L 108.63,142.63 73.3,88.8 c -0.8,-1.22 -2.3,-1.76 -3.69,-1.35 -1.39,0.42 -2.35,1.7 -2.35,3.15 v 76.42 H 43.79 V 43.66 c 2.49,-0.95 4.48,-2.93 5.42,-5.43 h 18.3 l 38.35,60.33 c 0.6,0.95 1.65,1.53 2.78,1.53 0,0 0,0 0,0 1.13,0 2.18,-0.58 2.78,-1.53 l 38.16,-60.32 h 23.72 v 123.37 c -2.49,0.94 -4.47,2.93 -5.42,5.42 h -17.87 z m 30.18,83.83 v 0 c -0.21,0.2 -0.44,0.38 -0.68,0.54 0,0 0,0 0,0 -0.12,0.08 -0.24,0.15 -0.37,0.22 -0.01,0 -0.02,0.01 -0.03,0.01 -0.12,0.06 -0.24,0.12 -0.37,0.17 -0.02,0.01 -0.05,0.02 -0.07,0.02 -0.11,0.04 -0.23,0.09 -0.34,0.12 -0.04,0.01 -0.09,0.02 -0.13,0.03 -0.1,0.03 -0.2,0.05 -0.3,0.07 -0.07,0.01 -0.15,0.02 -0.23,0.03 -0.07,0.01 -0.15,0.03 -0.22,0.03 -0.15,0.02 -0.31,0.02 -0.47,0.02 -0.16,0 -0.31,-0.01 -0.47,-0.02 -0.07,-0.01 -0.15,-0.02 -0.22,-0.03 -0.08,-0.01 -0.15,-0.02 -0.23,-0.03 -0.1,-0.02 -0.2,-0.05 -0.3,-0.07 -0.04,-0.01 -0.09,-0.02 -0.13,-0.03 -0.12,-0.04 -0.23,-0.08 -0.34,-0.12 -0.02,-0.01 -0.05,-0.02 -0.07,-0.03 -0.12,-0.05 -0.25,-0.11 -0.36,-0.17 -0.01,0 -0.02,-0.01 -0.03,-0.01 -0.13,-0.07 -0.25,-0.14 -0.37,-0.22 0,0 0,0 0,0 -0.24,-0.16 -0.47,-0.34 -0.68,-0.54 -0.03,-0.02 -0.05,-0.05 -0.08,-0.07 -0.32,-0.32 -0.59,-0.68 -0.8,-1.07 0,0 0,0 0,0 -0.07,-0.13 -0.13,-0.26 -0.19,-0.4 0,0 0,-0.01 -0.01,-0.01 -0.05,-0.12 -0.1,-0.25 -0.14,-0.38 -0.01,-0.02 -0.01,-0.03 -0.02,-0.05 -0.04,-0.12 -0.07,-0.24 -0.09,-0.36 -0.01,-0.03 -0.02,-0.06 -0.02,-0.08 -0.02,-0.11 -0.04,-0.22 -0.05,-0.34 -0.01,-0.04 -0.01,-0.08 -0.02,-0.13 -0.02,-0.16 -0.02,-0.31 -0.02,-0.48 0,-2.56 2.09,-4.65 4.65,-4.65 0.16,0 0.32,0.01 0.48,0.02 0.04,0 0.08,0.01 0.13,0.02 0.11,0.01 0.22,0.03 0.33,0.05 0.03,0.01 0.06,0.02 0.09,0.02 0.12,0.03 0.24,0.06 0.36,0.09 0.02,0.01 0.04,0.02 0.06,0.02 0.12,0.04 0.25,0.08 0.37,0.14 0.01,0 0.02,0.01 0.03,0.01 0.13,0.06 0.25,0.12 0.38,0.18 0,0 0.01,0 0.01,0.01 0.39,0.21 0.75,0.48 1.06,0.8 0.02,0.03 0.05,0.05 0.07,0.08 v 0 c 0.2,0.21 0.38,0.44 0.54,0.68 0,0 0,0 0,0 0.08,0.12 0.15,0.24 0.22,0.37 0,0.01 0.01,0.02 0.01,0.03 0.06,0.12 0.12,0.24 0.17,0.37 0.01,0.02 0.02,0.05 0.03,0.07 0.04,0.11 0.09,0.23 0.12,0.34 0.01,0.04 0.02,0.09 0.03,0.13 0.03,0.1 0.05,0.2 0.07,0.3 0.01,0.07 0.02,0.15 0.03,0.23 0.01,0.07 0.03,0.15 0.03,0.22 0.02,0.15 0.02,0.31 0.02,0.47 0,0.16 -0.01,0.31 -0.02,0.47 -0.01,0.08 -0.02,0.15 -0.03,0.22 -0.01,0.08 -0.02,0.15 -0.03,0.23 -0.02,0.1 -0.05,0.2 -0.07,0.3 -0.01,0.04 -0.02,0.09 -0.03,0.13 -0.04,0.12 -0.08,0.23 -0.12,0.34 -0.01,0.02 -0.02,0.05 -0.03,0.07 -0.05,0.12 -0.11,0.25 -0.17,0.37 0,0.01 -0.01,0.02 -0.01,0.03 -0.07,0.13 -0.14,0.25 -0.22,0.37 0,0 0,0 0,0 -0.16,0.24 -0.34,0.47 -0.54,0.68 v 0 c -0.06,0.06 -0.11,0.12 -0.17,0.17 z" id="path34" style="fill:#ffffff" /> </svg> </a> </div> <div class="md-social"> <a href="https://gtfs.org/blog/feed_rss_created.xml" target="_blank" rel="noopener" title="GTFS Digest RSS feed" class="md-social__link"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M64 32C28.7 32 0 60.7 0 96v320c0 35.3 28.7 64 64 64h320c35.3 0 64-28.7 64-64V96c0-35.3-28.7-64-64-64zm32 104c0-13.3 10.7-24 24-24 137 0 248 111 248 248 0 13.3-10.7 24-24 24s-24-10.7-24-24c0-110.5-89.5-200-200-200-13.3 0-24-10.7-24-24m0 96c0-13.3 10.7-24 24-24 83.9 0 152 68.1 152 152 0 13.3-10.7 24-24 24s-24-10.7-24-24c0-57.4-46.6-104-104-104-13.3 0-24-10.7-24-24m0 120a32 32 0 1 1 64 0 32 32 0 1 1-64 0"/></svg> </a> <a href="https://github.com/MobilityData" target="_blank" rel="noopener" title="github.com" class="md-social__link"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg> </a> <a href="https://www.linkedin.com/company/mobilitydata" target="_blank" rel="noopener" title="www.linkedin.com" class="md-social__link"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3M135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5m282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9z"/></svg> </a> <a href="https://share.mobilitydata.org/slack" target="_blank" rel="noopener" title="share.mobilitydata.org" class="md-social__link"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M94.12 315.1c0 25.9-21.16 47.06-47.06 47.06S0 341 0 315.1s21.16-47.06 47.06-47.06h47.06zm23.72 0c0-25.9 21.16-47.06 47.06-47.06s47.06 21.16 47.06 47.06v117.84c0 25.9-21.16 47.06-47.06 47.06s-47.06-21.16-47.06-47.06zm47.06-188.98c-25.9 0-47.06-21.16-47.06-47.06S139 32 164.9 32s47.06 21.16 47.06 47.06v47.06zm0 23.72c25.9 0 47.06 21.16 47.06 47.06s-21.16 47.06-47.06 47.06H47.06C21.16 243.96 0 222.8 0 196.9s21.16-47.06 47.06-47.06zm188.98 47.06c0-25.9 21.16-47.06 47.06-47.06S448 171 448 196.9s-21.16 47.06-47.06 47.06h-47.06zm-23.72 0c0 25.9-21.16 47.06-47.06 47.06s-47.06-21.16-47.06-47.06V79.06c0-25.9 21.16-47.06 47.06-47.06s47.06 21.16 47.06 47.06zM283.1 385.88c25.9 0 47.06 21.16 47.06 47.06S309 480 283.1 480s-47.06-21.16-47.06-47.06v-47.06zm0-23.72c-25.9 0-47.06-21.16-47.06-47.06s21.16-47.06 47.06-47.06h117.84c25.9 0 47.06 21.16 47.06 47.06s-21.16 47.06-47.06 47.06z"/></svg> </a> </div> </div> </div> </footer> </div> <div class="md-dialog" data-md-component="dialog"> <div class="md-dialog__inner md-typeset"></div> </div> <div class="md-consent" data-md-component="consent" id="__consent" hidden> <div class="md-consent__overlay"></div> <aside class="md-consent__inner"> <form class="md-consent__form md-grid md-typeset" name="consent"> <h4>Cookie Consent</h4> <p>We use cookies to track visits, stored anonymously. With your consent, you're helping us to make our documentation better. See our <a href="https://mobilitydata.org/privacy-policy/" target="_blank" rel="noopener">Privacy Policy</a>.</p> <input class="md-toggle" type="checkbox" id="__settings" > <div class="md-consent__settings"> <ul class="task-list"> <li class="task-list-item"> <label class="task-list-control"> <input type="checkbox" name="analytics" checked> <span class="task-list-indicator"></span> Google Analytics </label> </li> <li class="task-list-item"> <label class="task-list-control"> <input type="checkbox" name="github" checked> <span class="task-list-indicator"></span> GitHub </label> </li> </ul> </div> <div class="md-consent__controls"> <button class="md-button md-button--primary">Accept</button> <button type="reset" class="md-button md-button--primary">Reject</button> <label class="md-button" for="__settings">Manage settings</label> </div> </form> </aside> </div> <script>var consent=__md_get("__consent");if(consent)for(var input of document.forms.consent.elements)input.name&&(input.checked=consent[input.name]||!1);else"file:"!==location.protocol&&setTimeout((function(){document.querySelector("[data-md-component=consent]").hidden=!1}),250);var form=document.forms.consent;for(var action of["submit","reset"])form.addEventListener(action,(function(e){if(e.preventDefault(),"reset"===e.type)for(var n of document.forms.consent.elements)n.name&&(n.checked=!1);__md_set("__consent",Object.fromEntries(Array.from(new FormData(form).keys()).map((function(e){return[e,!0]})))),location.hash="",location.reload()}))</script> <script id="__config" type="application/json">{"base": "../..", "features": ["navigation.tabs", "navigation.indexes", "navigation.top", "navigation.footer", "content.tabs.link", "search.suggest"], "search": "../../assets/javascripts/workers/search.c7c1ca2c.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}}</script> <script src="../../assets/javascripts/bundle.203fd0bc.min.js"></script> </body> </html>

Pages: 1 2 3 4 5 6 7 8 9 10