{"id":1050541,"date":"2020-11-02T14:05:07","date_gmt":"2020-11-02T22:05:07","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1050541"},"modified":"2023-08-14T12:30:30","modified_gmt":"2023-08-14T19:30:30","slug":"working-with-waze-data-in-arcgis-velocity","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity","title":{"rendered":"Working with Waze data in ArcGIS Velocity"},"author":6481,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,22841,23351],"tags":[756721,757411,407602,757401],"industry":[],"product":[756702],"class_list":["post-1050541","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-local-government","category-transportation","tag-arcgis-velocity","tag-real-time-analytics","tag-real-time-gis","tag-waze","product-arcgis-velocity"],"acf":{"short_description":"How to easily configure a feed of Waze data and apply real-time analysis using ArcGIS Velocity","flexible_content":[{"acf_fc_layout":"content","content":"<p><strong>July 2023:<\/strong> <span class=\"ui-provider kt b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\"><strong>Waze has made some changes to the Waze Data Feed links and this blog has been updated to reflect these changes.\u00a0 Please see below for details.<\/strong><\/span><\/p>\n<p>Many local governments and municipalities use Waze data for crowd-sourced reports on traffic jams, road hazards, crashes and other issues.\u00a0 This data provides situational awareness, helping these organizations quickly respond to incidents, understand patterns of transit flow and improve motorist safety.<\/p>\n<p>Waze and Esri\u2019s partnership (<a href=\"https:\/\/www.waze.com\/ccp\">Waze for Cities<\/a> program) enables cities to share their data in ArcGIS into Waze. This data includes road closures and points of interest. Waze provides back a real-time stream of community-reported alerts.\u00a0 Esri then provides this data as <a href=\"https:\/\/marketplace.arcgis.com\/listing.html?id=06723334075647738cec1259078c4dbe\">a live layer<\/a> so that governments can integrate it into web applications and dashboards for operational insight.<\/p>\n<p>Waze data can now also be used for incident detection, response, and pattern analysis with ArcGIS Velocity. In this blog, we will go over the steps to configure a feed of Waze data and use that feed in in a real-time analytic.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050561,"id":1050561,"title":"velocity_graphic","filename":"velocity_graphic.png","filesize":61669,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/velocity_graphic","alt":"ArcGIS Velocity in ArcGIS Online","author":"6481","description":"ArcGIS Velocity in ArcGIS Online","caption":"","name":"velocity_graphic","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 16:27:08","modified":"2020-10-29 16:28:18","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":821,"height":361,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","medium-width":464,"medium-height":204,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","medium_large-width":768,"medium_large-height":338,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","large-width":821,"large-height":361,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","1536x1536-width":821,"1536x1536-height":361,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","2048x2048-width":821,"2048x2048-height":361,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","card_image-width":821,"card_image-height":361,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/velocity_graphic.png","wide_image-width":821,"wide_image-height":361}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h3><strong>Ingesting Waze alerts<\/strong><\/h3>\n<p>A <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/ingest\/what-is-a-feed-.htm\">feed<\/a> is a new type of item in ArcGIS that connects to external real-time data sources, ingests data, and makes it available for visualization, storage, and analysis. Feeds bring in data from either ArcGIS data sources such as feature layers, IoT cloud providers, web &amp; messaging platforms or partner APIs (in this case Waze).<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050591,"id":1050591,"title":"ArcGIS Velocity app","filename":"home_screen_feeds.png","filesize":24789,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/home_screen_feeds","alt":"ArcGIS Velocity app","author":"6481","description":"ArcGIS Velocity app","caption":"","name":"home_screen_feeds","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 16:29:52","modified":"2020-10-29 16:30:13","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1096,"height":631,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","medium-width":453,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","medium_large-width":768,"medium_large-height":442,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","large-width":1096,"large-height":631,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","1536x1536-width":1096,"1536x1536-height":631,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","2048x2048-width":1096,"2048x2048-height":631,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds-808x465.png","card_image-width":808,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_feeds.png","wide_image-width":1096,"wide_image-height":631}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"image","image":{"ID":1050671,"id":1050671,"title":"ArcGIS Velocity feed wizard","filename":"feed_wizard.png","filesize":17132,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard","alt":"ArcGIS Velocity feed wizard","author":"6481","description":"ArcGIS Velocity feed wizard","caption":"","name":"feed_wizard","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:13:06","modified":"2020-10-29 17:13:47","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1045,"height":620,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","medium-width":440,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","medium_large-width":768,"medium_large-height":456,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","large-width":1045,"large-height":620,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","1536x1536-width":1045,"1536x1536-height":620,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","2048x2048-width":1045,"2048x2048-height":620,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard-784x465.png","card_image-width":784,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard.png","wide_image-width":1045,"wide_image-height":620}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>To connect to the Waze for Cities data stream, you can use the HTTP &#8211;&gt; HTTP Poller feed type under Web and Messaging.\u00a0 The <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/ingest\/website-poll-feed.htm\">HTTP Poller<\/a> feed type allows you to send a request to a website or third party API to request data on a recurring basis. To get Waze alerts, enter the URL request to the Waze for Cities API.\u00a0 You will be able to obtain this URL from the Waze Partner Hub site.<\/p>\n<p>Your URL to Waze will look similar to the below.\u00a0 In this example, the URL is requesting the data back in JSON (<em>format=1<\/em>), and specifically the alerts data (<em>types=alerts<\/em>):<\/p>\n<p><em>https:\/\/www.waze.com\/partnerhub-api\/partners\/&lt;partner-id&gt;\/waze-feeds\/&lt;unique-token&gt;?format=1&amp;types=alerts<\/em><\/p>\n<p>In the above, you would substitute your partner id and unique token, for example:<\/p>\n<p><em>https:\/\/www.waze.com\/partnerhub-api\/partners\/116773849\/waze-feeds\/646a7d93-6e34-42ca-b3aa-15487953abcd?format=1&amp;types=alerts<\/em><\/p>\n<p>Additional URL parameters for retrieving the data from Waze are documented on the <a href=\"https:\/\/support.google.com\/waze\/partners\/answer\/13458165?hl=en&amp;ref_topic=10616686&amp;sjid=16071838600447872091-NA#zippy=\" target=\"_blank\" rel=\"noopener\">Waze Data Feed spec<\/a>.<\/p>\n<p>The HTTP Poller feed also allows you to configure connection properties like method (GET vs POST), authentication, custom headers.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2038582,"id":2038582,"title":"ArcGIS Velocity feed connection properties","filename":"Velocity_WazeFeedConfig_Jul2023-scaled.png","filesize":279080,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-scaled.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/velocity_wazefeedconfig_jul2023","alt":"ArcGIS Velocity feed connection properties","author":"6481","description":"ArcGIS Velocity feed connection properties","caption":"ArcGIS Velocity feed connection properties","name":"velocity_wazefeedconfig_jul2023","status":"inherit","uploaded_to":1050541,"date":"2023-07-31 19:50:09","modified":"2023-07-31 19:50:39","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":2560,"height":1309,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-scaled.png","medium-width":464,"medium-height":237,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-scaled.png","medium_large-width":768,"medium_large-height":393,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-scaled.png","large-width":1920,"large-height":982,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-1536x786.png","1536x1536-width":1536,"1536x1536-height":786,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-2048x1047.png","2048x2048-width":2048,"2048x2048-height":1047,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-826x422.png","card_image-width":826,"card_image-height":422,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/11\/Velocity_WazeFeedConfig_Jul2023-1920x982.png","wide_image-width":1920,"wide_image-height":982}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>After entering the connection information, ArcGIS Velocity samples the data stream and derives the schema for you.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050701,"id":1050701,"title":"ArcGIS Velocity feed schema","filename":"feed_wizard_schema_nested_JSON.png","filesize":9132,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_schema_nested_json","alt":"ArcGIS Velocity feed schema","author":"6481","description":"ArcGIS Velocity feed schema","caption":"","name":"feed_wizard_schema_nested_json","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:26:31","modified":"2020-10-29 17:26:58","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":702,"height":394,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","medium_large-width":702,"medium_large-height":394,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","large-width":702,"large-height":394,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","1536x1536-width":702,"1536x1536-height":394,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","2048x2048-width":702,"2048x2048-height":394,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","card_image-width":702,"card_image-height":394,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_nested_JSON.png","wide_image-width":702,"wide_image-height":394}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Waze data is being returned as JSON in this case, but the structure is nested and the various event records are contained within the \u201calerts\u201d JSON node.\u00a0 Individual messages in nested JSON structures can be parsed by specifying the root node containing the information of interest, so you can enter \u201calerts\u201d in the root node text box and press <strong>Derive Schema<\/strong> to update the automatically generated list of fields.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050721,"id":1050721,"title":"ArcGIS Velocity feed schema JSON expanded","filename":"feed_wizard_schema_JSON_flattened.png","filesize":17119,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_schema_json_flattened","alt":"ArcGIS Velocity feed schema JSON expanded","author":"6481","description":"ArcGIS Velocity feed schema JSON expanded","caption":"","name":"feed_wizard_schema_json_flattened","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:28:25","modified":"2020-10-29 17:28:51","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":568,"height":371,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","medium-width":400,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","medium_large-width":568,"medium_large-height":371,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","large-width":568,"large-height":371,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","1536x1536-width":568,"1536x1536-height":371,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","2048x2048-width":568,"2048x2048-height":371,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","card_image-width":568,"card_image-height":371,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_schema_JSON_flattened.png","wide_image-width":568,"wide_image-height":371}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>The schema now shows the attributes of the Waze reports themselves, including measures like report rating, confidence, and report type.<\/p>\n<p>There\u2019s also an attribute called \u201clocation\u201d which a nested object containing the x and y coordinates.\u00a0 You can use the <strong>Flatten<\/strong> checkbox to break out all attributes to a single level.<\/p>\n<p>Next you have the opportunity to flag how the geometry, time information, and track id should be recognized in incoming data.\u00a0 For Waze alerts:<\/p>\n<ul>\n<li>Messages are point features that are represented as x and y coordinates in the WGS 1984 spatial reference<\/li>\n<\/ul>\n"},{"acf_fc_layout":"image","image":{"ID":1050731,"id":1050731,"title":"ArcGIS Velocity feed geometry config","filename":"feed_wizard_geometry.png","filesize":8056,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_geometry","alt":"ArcGIS Velocity feed geometry config","author":"6481","description":"ArcGIS Velocity feed geometry config","caption":"","name":"feed_wizard_geometry","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:30:00","modified":"2020-10-29 17:30:19","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":674,"height":425,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","medium-width":414,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","medium_large-width":674,"medium_large-height":425,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","large-width":674,"large-height":425,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","1536x1536-width":674,"1536x1536-height":425,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","2048x2048-width":674,"2048x2048-height":425,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","card_image-width":674,"card_image-height":425,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_geometry.png","wide_image-width":674,"wide_image-height":425}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<ul>\n<li>Each alert has a single timestamp field, \u201cpubMillis\u201d, which represents datetime as epoch values<\/li>\n<\/ul>\n"},{"acf_fc_layout":"image","image":{"ID":1050751,"id":1050751,"title":"ArcGIS Velocity feed datetime config","filename":"feed_wizard_time.png","filesize":6378,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_time","alt":"ArcGIS Velocity feed datetime config","author":"6481","description":"ArcGIS Velocity feed datetime config","caption":"","name":"feed_wizard_time","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:32:52","modified":"2020-10-29 17:33:16","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":667,"height":442,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","medium-width":394,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","medium_large-width":667,"medium_large-height":442,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","large-width":667,"large-height":442,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","1536x1536-width":667,"1536x1536-height":442,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","2048x2048-width":667,"2048x2048-height":442,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","card_image-width":667,"card_image-height":442,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_time.png","wide_image-width":667,"wide_image-height":442}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<ul>\n<li>The track id, or unique identifier for each entity is the \u201cuuid\u201d attribute, which is the id of the report itself (not the user making the report)<\/li>\n<\/ul>\n"},{"acf_fc_layout":"image","image":{"ID":1050761,"id":1050761,"title":"ArcGIS Velocity feed track id config","filename":"feed_wizard_track_id.png","filesize":2357,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_track_id","alt":"ArcGIS Velocity feed track id config","author":"6481","description":"ArcGIS Velocity feed track id config","caption":"","name":"feed_wizard_track_id","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:33:48","modified":"2020-10-29 17:34:09","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":671,"height":175,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id-213x175.png","thumbnail-width":213,"thumbnail-height":175,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","medium-width":464,"medium-height":121,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","medium_large-width":671,"medium_large-height":175,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","large-width":671,"large-height":175,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","1536x1536-width":671,"1536x1536-height":175,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","2048x2048-width":671,"2048x2048-height":175,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","card_image-width":671,"card_image-height":175,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_track_id.png","wide_image-width":671,"wide_image-height":175}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Following these key properties, you can define how often you want to request data as the feed runs.\u00a0 The right frequency will vary based on the use case \u2013 for example if the incoming data is only reported once every 5 minutes there\u2019s no need to poll every minute.\u00a0 Waze users are reporting data all the time, so a frequency of 1 minute or 30 seconds might be appropriate.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050771,"id":1050771,"title":"ArcGIS Velocity feed polling","filename":"feed_wizard_polling.png","filesize":4716,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_wizard_polling","alt":"ArcGIS Velocity feed polling","author":"6481","description":"ArcGIS Velocity feed polling","caption":"","name":"feed_wizard_polling","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:34:34","modified":"2020-10-29 17:34:49","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":436,"height":197,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling-213x197.png","thumbnail-width":213,"thumbnail-height":197,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","medium-width":436,"medium-height":197,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","medium_large-width":436,"medium_large-height":197,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","large-width":436,"large-height":197,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","1536x1536-width":436,"1536x1536-height":197,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","2048x2048-width":436,"2048x2048-height":197,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","card_image-width":436,"card_image-height":197,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_wizard_polling.png","wide_image-width":436,"wide_image-height":197}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>With that, you\u2019re done configuring your Waze feed.\u00a0 Just give it a name and a summary to complete the publication process, and once the feed is running, you can open it in the ArcGIS map viewer to immediately visualize the real-time data.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050781,"id":1050781,"title":"ArcGIS Velocity feed details","filename":"feed_details.png","filesize":14201,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_details","alt":"ArcGIS Velocity feed details","author":"6481","description":"ArcGIS Velocity feed details","caption":"","name":"feed_details","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:35:32","modified":"2020-10-29 17:35:48","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":923,"height":341,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","medium-width":464,"medium-height":171,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","medium_large-width":768,"medium_large-height":284,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","large-width":923,"large-height":341,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","1536x1536-width":923,"1536x1536-height":341,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","2048x2048-width":923,"2048x2048-height":341,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details-826x305.png","card_image-width":826,"card_image-height":305,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_details.png","wide_image-width":923,"wide_image-height":341}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>In a web map, a feed behaves like a <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/visualize\/visualize-stream-or-feature-layers.htm\">stream layer<\/a>, meaning that as new data arrives it\u2019s immediately pushed to the web map.\u00a0 If you set your polling schedule to 30 seconds, you\u2019ll see the latest alerts on the web map after that amount of time upon adding the layer.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050791,"id":1050791,"title":"ArcGIS Velocity feed web map Waze","filename":"feed_web_map.png","filesize":357628,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/feed_web_map","alt":"ArcGIS Velocity feed web map Waze","author":"6481","description":"ArcGIS Velocity feed web map Waze","caption":"","name":"feed_web_map","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:36:16","modified":"2020-10-29 17:36:35","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":890,"height":543,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","medium-width":428,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","medium_large-width":768,"medium_large-height":469,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","large-width":890,"large-height":543,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","1536x1536-width":890,"1536x1536-height":543,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","2048x2048-width":890,"2048x2048-height":543,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map-762x465.png","card_image-width":762,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/feed_web_map.png","wide_image-width":890,"wide_image-height":543}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>When it comes to visualizing Waze reports, both the Waze Live Alerts Layer and a user-defined Waze feed can be incorporated into end user applications and each serves different purposes.\u00a0 The Live Alerts Layer always shows events from the past hour, keeping a consistent time period of data on the map.\u00a0 You\u2019ll want to set the refresh interval to 1 minute to keep loading the latest data.\u00a0 A feed layer of Waze alerts will receive new data automatically and retain those events as long as the map is open, up to a maximum of around 2000 features (after which the oldest data points will drop off).\u00a0 This allows you to display more than an hour of data if necessary. Beyond ingestion and visualization, a feed can be used to ask questions of and collect incoming data using real-time analytics, so that you can cut through the noise and identify important incidents.<\/p>\n<h3><strong>Processing and collecting Waze alerts<\/strong><\/h3>\n<p>Using Velocity, you can configure <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/analyze\/perform-real-time-analysis.htm\">real-time analytics<\/a> to transform, enrich, analyze, and store incoming data, and make data-driven decisions.<\/p>\n<p>For instance, you can store Waze data for your municipality and use it to assess patterns of traffic jams or crashes and generate ideas to improve driver safety.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050801,"id":1050801,"title":"ArcGIS Velocity app real-time analytics","filename":"home_screen_realtime_analytic.png","filesize":24813,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/home_screen_realtime_analytic","alt":"ArcGIS Velocity app real-time analytics","author":"6481","description":"ArcGIS Velocity app real-time analytics","caption":"","name":"home_screen_realtime_analytic","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:37:33","modified":"2020-10-29 17:37:51","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1096,"height":631,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","medium-width":453,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","medium_large-width":768,"medium_large-height":442,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","large-width":1096,"large-height":631,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","1536x1536-width":1096,"1536x1536-height":631,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","2048x2048-width":1096,"2048x2048-height":631,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic-808x465.png","card_image-width":808,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/home_screen_realtime_analytic.png","wide_image-width":1096,"wide_image-height":631}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>A real-time analytic starts with at least one input feed, so in our example here we\u2019ve added a Waze feed like the one described in the previous section.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050811,"id":1050811,"title":"ArcGIS Velocity real-time analytic Waze","filename":"realtime_analytic_feed.png","filesize":12983,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/realtime_analytic_feed","alt":"ArcGIS Velocity real-time analytic Waze","author":"6481","description":"ArcGIS Velocity real-time analytic Waze","caption":"","name":"realtime_analytic_feed","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:38:19","modified":"2020-10-29 17:38:41","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1154,"height":410,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","medium-width":464,"medium-height":165,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","medium_large-width":768,"medium_large-height":273,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","large-width":1154,"large-height":410,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","1536x1536-width":1154,"1536x1536-height":410,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","2048x2048-width":1154,"2048x2048-height":410,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed-826x293.png","card_image-width":826,"card_image-height":293,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_feed.png","wide_image-width":1154,"wide_image-height":410}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>From here, you can add any number of tools to adjust or analyze data, and outputs to dictate where you want to send data at the end of the process.\u00a0 For Waze data, you can write the alerts to a <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/disseminate-and-notify\/feature-layer-new-.htm\">new feature layer<\/a>.\u00a0 This output gives you a couple of storage options.<\/p>\n<p>Under <strong>Data storage method<\/strong>, you can choose whether you want to add every observation or keep the latest observation for every track id.\u00a0 For Waze alerts, you should actually choose to keep the latest feature, because the same event could be reported by Waze between subsequent request of the API, meaning you\u2019d end up with duplicate alerts in the output.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050821,"id":1050821,"title":"ArcGIS Velocity feature layer data storage","filename":"realtime_analytic_featurelayer.png","filesize":3988,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/realtime_analytic_featurelayer","alt":"ArcGIS Velocity feature layer data storage","author":"6481","description":"ArcGIS Velocity feature layer data storage","caption":"","name":"realtime_analytic_featurelayer","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:39:38","modified":"2020-10-29 17:39:58","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":339,"height":194,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer-213x194.png","thumbnail-width":213,"thumbnail-height":194,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","medium-width":339,"medium-height":194,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","medium_large-width":339,"medium_large-height":194,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","large-width":339,"large-height":194,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","1536x1536-width":339,"1536x1536-height":194,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","2048x2048-width":339,"2048x2048-height":194,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","card_image-width":339,"card_image-height":194,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer.png","wide_image-width":339,"wide_image-height":194}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Under <strong>Each time the analytic runs<\/strong>, leave the option for <strong>Keep existing features and schema<\/strong>.\u00a0 Analytics can be used either to append results to your output feature layer, or to replace the previous results every time the analytic runs.\u00a0 Replacing previous results is more common when working with big data analytics as you try out different analytical approaches.<\/p>\n<p>Finally, you\u2019ll choose a data retention setting for this output feature layer.\u00a0 This allows you to store the Waze data for longer than the past hour, building up a historical archive that can be used for broader pattern analysis.\u00a0\u00a0\u00a0 You can also <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/manage-data\/about-data-retention.htm\">archive older data to the feature archive (cold store<\/a>).<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050831,"id":1050831,"title":"ArcGIS Velocity feature layer data retention","filename":"realtime_analytic_featurelayer2.png","filesize":2723,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/realtime_analytic_featurelayer2","alt":"ArcGIS Velocity feature layer data retention","author":"6481","description":"ArcGIS Velocity feature layer data retention","caption":"","name":"realtime_analytic_featurelayer2","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:41:06","modified":"2020-10-29 17:41:32","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":358,"height":182,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2-213x182.png","thumbnail-width":213,"thumbnail-height":182,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","medium-width":358,"medium-height":182,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","medium_large-width":358,"medium_large-height":182,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","large-width":358,"large-height":182,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","1536x1536-width":358,"1536x1536-height":182,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","2048x2048-width":358,"2048x2048-height":182,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","card_image-width":358,"card_image-height":182,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_featurelayer2.png","wide_image-width":358,"wide_image-height":182}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>So far, we\u2019ve put together a simple real-time analytic that stores all incoming Waze alerts.\u00a0 This could be expanded upon with steps that, for example, enrich the alerts with additional information about their spatial context, or filter events based on patterns of interest.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050881,"id":1050881,"title":"ArcGIS Velocity real-time analytic Waze with output","filename":"realtime_analytic_output.png","filesize":12528,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/realtime_analytic_output","alt":"ArcGIS Velocity real-time analytic Waze with output","author":"6481","description":"ArcGIS Velocity real-time analytic Waze with output","caption":"","name":"realtime_analytic_output","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:52:10","modified":"2020-10-29 17:52:34","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":925,"height":373,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","medium-width":464,"medium-height":187,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","medium_large-width":768,"medium_large-height":310,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","large-width":925,"large-height":373,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","1536x1536-width":925,"1536x1536-height":373,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","2048x2048-width":925,"2048x2048-height":373,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output-826x333.png","card_image-width":826,"card_image-height":333,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/realtime_analytic_output.png","wide_image-width":925,"wide_image-height":373}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Once the real-time analytic is started, and data is flowing, the feature layer is automatically created and managed by ArcGIS Velocity.\u00a0 A map image layer for the data is also created, which allows you to <a href=\"https:\/\/doc.arcgis.com\/en\/iot\/visualize\/visualize-map-image-layers.htm\">visualize data as dynamic aggregations<\/a> such as the count of alerts in any area.\u00a0 This is useful for working with data that can accumulate to higher volumes like Waze.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1050841,"id":1050841,"title":"ArcGIS Velocity collected Waze alerts","filename":"waze_data_collected.png","filesize":165127,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\/waze_data_collected","alt":"ArcGIS Velocity collected Waze alerts","author":"6481","description":"ArcGIS Velocity collected Waze alerts","caption":"","name":"waze_data_collected","status":"inherit","uploaded_to":1050541,"date":"2020-10-29 17:42:56","modified":"2020-10-29 17:46:19","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1155,"height":541,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","medium-width":464,"medium-height":217,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","medium_large-width":768,"medium_large-height":360,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","large-width":1155,"large-height":541,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","1536x1536-width":1155,"1536x1536-height":541,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","2048x2048-width":1155,"2048x2048-height":541,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected-826x387.png","card_image-width":826,"card_image-height":387,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/waze_data_collected.png","wide_image-width":1155,"wide_image-height":541}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h3><strong>What\u2019s coming<\/strong><\/h3>\n<p>In a later blog, we\u2019ll share how you can analyze and summarize Waze alerts using big data analytics.\u00a0 Meanwhile, learn more about ArcGIS Velocity with the help of these resources &#8211; <a href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-velocity\/overview\">product page<\/a>, <a href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-velocity\/resources\">resource page<\/a>, <a href=\"https:\/\/www.esri.com\/arcgis-blog\/?s=#velocity\">blogs<\/a> and <a href=\"https:\/\/www.youtube.com\/playlist?list=PLGZUzt4E4O2K19ty2UvBw-a7SCDLkEWaN\">YouTube playlist<\/a>. You can also read more about <a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/constituent-engagement\/constituent-engagement\/integrating-waze-with-arcgis-through-the-connected-citizens-program\/\">Esri\u2019s partnership with Waze<\/a>.<\/p>\n"}],"authors":[{"ID":6481,"user_firstname":"Suzanne","user_lastname":"Foss","nickname":"Suzanne Foss","user_nicename":"sfoss_dtc","display_name":"Suzanne Foss","user_email":"SFoss@esri.com","user_url":"","user_registered":"2018-03-02 00:18:24","user_description":"Suzanne is the Product Manager for Esri's Spatial Analytics &amp; Data Science capability.  She has worked in the geographic information systems industry for over 17 years with a focus on spatiotemporal analysis, model building, real-time processing, and workflow automation.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/01\/headshot_conf-e1578952891245-202x200.png' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":343522,"user_firstname":"Hayley","user_lastname":"Miller","nickname":"hmiller","user_nicename":"hmiller","display_name":"Hayley Miller","user_email":"hmiller@esri.com","user_url":"","user_registered":"2023-07-31 20:00:25","user_description":"","user_avatar":"<img alt='' src='https:\/\/secure.gravatar.com\/avatar\/dc0f547ccdadedd23803c518ddb4b65c7fc017ca7cd4a7666a7dc57c74943b5f?s=96&#038;d=blank&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/dc0f547ccdadedd23803c518ddb4b65c7fc017ca7cd4a7666a7dc57c74943b5f?s=192&#038;d=blank&#038;r=g 2x' class='avatar avatar-96 photo' height='96' width='96' loading='lazy' decoding='async'\/>"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/CharlotteWaze_826x465.png","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/10\/CharlotteWaze_1920x1080.png"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Working with Waze data in ArcGIS Velocity<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-velocity\/analytics\/working-with-waze-data-in-arcgis-velocity\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Working with Waze data in ArcGIS Velocity\" \/>\n<meta property=\"og:url\" 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