{"id":9242,"date":"2024-09-18T23:04:00","date_gmt":"2024-09-18T21:04:00","guid":{"rendered":"https:\/\/www.aurora-h2020.eu\/?p=9242"},"modified":"2024-09-20T00:41:18","modified_gmt":"2024-09-19T22:41:18","slug":"unlocking-insights-what-is-aurora-citizen-data-revealing","status":"publish","type":"post","link":"https:\/\/www.aurora-h2020.eu\/es\/2024\/09\/18\/unlocking-insights-what-is-aurora-citizen-data-revealing\/","title":{"rendered":"Unlocking Insights: What is AURORA Citizen Data Revealing?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"9242\" class=\"elementor elementor-9242\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de553ea e-flex e-con-boxed e-con e-parent\" data-id=\"de553ea\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-888be5e elementor-widget elementor-widget-text-editor\" data-id=\"888be5e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>The AURORA energy tracker app has more than 800 users across five demonstration sites who have input their energy consumption data in three different sectors including electricity, transportation, and heating. Each user receives a \u2018label\u2019 showing how their consumption in each sector compares to the average citizen of their demonstration site. With all this data available to us after anonymisation, we can analyse the energy behaviour of citizens across Europe.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3b17b7 elementor-widget elementor-widget-heading\" data-id=\"c3b17b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">How do AURORA users compare to the average citizen in each country?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e304059 elementor-widget elementor-widget-text-editor\" data-id=\"e304059\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Looking at our current data, we can see that the average energy consumption of the users (See figure for Spain and Slovenia below) is close to the average energy consumption reported by the Joint Research Centre of the European Commission [1]. However, the distribution of the data tells us that most users have a lower consumption than the average, meaning even a small share of the population with very high consumption can make a difference.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1270636 elementor-widget elementor-widget-image\" data-id=\"1270636\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"555\" height=\"341\" src=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture1.png\" class=\"attachment-large size-large wp-image-9244\" alt=\"\" srcset=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture1.png 555w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture1-300x184.png 300w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture1-18x12.png 18w\" sizes=\"(max-width: 555px) 100vw, 555px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cd9ed6 elementor-widget elementor-widget-text-editor\" data-id=\"2cd9ed6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Figure 1:<\/strong>\u00a0Comparison of average energy consumption vs. baseline values for Slovenia and Spain. The three figures to the right at each row show the histogram for one of the three energy sectors.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f80d7ac elementor-widget elementor-widget-heading\" data-id=\"f80d7ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How do user labels across different countries compare to each other?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd99337 elementor-widget elementor-widget-text-editor\" data-id=\"bd99337\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>There are many users in each demonstration site with A+ labels, which means they are near-zero citizens. Since the number of users is still not statistically significant, we can\u2019t make any firm conclusions about the distributions of other labels in each country. We can only say from an initial analysis that electricity and transportation labels include more A+ labels than the heating sector. This could indicate that while users have found solutions to reduce their electricity consumption or transportation emissions by using public transport, it is harder to reduce heating consumption or find an alternative for the heating source as it is usually not controlled by the citizens.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98de2cf elementor-widget elementor-widget-image\" data-id=\"98de2cf\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"569\" height=\"247\" src=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture2.png\" class=\"attachment-large size-large wp-image-9245\" alt=\"\" srcset=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture2.png 569w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture2-300x130.png 300w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture2-18x8.png 18w\" sizes=\"(max-width: 569px) 100vw, 569px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02a1f21 elementor-widget elementor-widget-text-editor\" data-id=\"02a1f21\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Figure 2:<\/strong> Energy consumption labels for each category for users in Spain, Slovenia, UK, and Portugal.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccb799a elementor-widget elementor-widget-heading\" data-id=\"ccb799a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Are the users in each country very similar in terms of energy consumption?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ee85d7 elementor-widget elementor-widget-text-editor\" data-id=\"7ee85d7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Electricity consumption reported through the app is quite consistent and matches national averages, likely because most users can easily access their monthly electricity bills. In contrast, heating and especially transportation, show a wider range of consumption data. \u00a0This is not surprising since transportation could vary greatly for different groups of citizens such as students, remote workers, full-time workers, and retirees. Heating data is also not as easily accessible in every demonstration \u00a0site. However, the more users input data (Spain for example has three times as many users than Slovenia), the easier it will be to recognize the outliers in terms of consumption in each sector.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af64160 elementor-widget elementor-widget-image\" data-id=\"af64160\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"601\" height=\"166\" src=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture3.png\" class=\"attachment-large size-large wp-image-9246\" alt=\"\" srcset=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture3.png 601w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture3-300x83.png 300w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture3-18x5.png 18w\" sizes=\"(max-width: 601px) 100vw, 601px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f01772 elementor-widget elementor-widget-text-editor\" data-id=\"6f01772\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Figure 3:<\/strong> Box plots for energy consumption data for users in Slovenia and Spain.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9028f1 elementor-widget elementor-widget-heading\" data-id=\"d9028f1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What heating methods are used in each country?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ae39f6 elementor-widget elementor-widget-text-editor\" data-id=\"0ae39f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The heating sector has the lowest number of individual consumptions data from users, most likely due to the difficulty of obtaining the information. The limited datapoints we have indicate that the heating sources in each country are quite different from one another.\u00a0 In Spain, we see a dominance of Natural gas with low shares of electric heating, district heating, liquified petroleum, and even geothermal. For Portugal, a large share of users have reported using biomass as their main heating type, with oil, electric heating, and solar thermal also included in the data. Slovenia has an even more diverse set of heating methods, dominated by biomass and electric heating, but also a noticeable share of natural gas.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d90a60 elementor-widget elementor-widget-image\" data-id=\"8d90a60\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"411\" src=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture4.png\" class=\"attachment-large size-large wp-image-9247\" alt=\"\" srcset=\"https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture4.png 480w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture4-300x257.png 300w, https:\/\/www.aurora-h2020.eu\/wp-content\/uploads\/2024\/09\/Picture4-14x12.png 14w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae32454 elementor-widget elementor-widget-text-editor\" data-id=\"ae32454\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Figure 4:<\/strong> Distribution of energy sources, cumulative energy consumption, and cumulative carbon emissions for the heating sector for Spain, Portugal, and Slovenia.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-710d675 elementor-widget elementor-widget-heading\" data-id=\"710d675\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The More Users, the Better!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-552edf2 elementor-widget elementor-widget-text-editor\" data-id=\"552edf2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>As more people use the app, we get a clearer picture of diverse energy consumption patterns across different regions. This will eventually help us come up with solutions that citizens can use in their daily lives to reduce their energy consumption and lower their carbon emissions. Want to see what label you\u2019d get and help us out? Try the<strong><a href=\"https:\/\/www.aurora-h2020.eu\/es\/aurora\/ourapp\/\"> AURORA app<\/a><\/strong> today!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4747924 elementor-widget elementor-widget-heading\" data-id=\"4747924\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Want to know more?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49a7db3 elementor-widget elementor-widget-text-editor\" data-id=\"49a7db3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Interested in our analysis methods or want to do your own? Check out our detailed report, \u2018State of the art of Energy Mix, citizens\u2019 behaviours and Environmental Impacts of 5 European Communities\u2018 which is available<strong><a href=\"https:\/\/drive.upm.es\/s\/H5f2WEiQfpscMGf\/download?path=%2FWP_1%2FD1.2%20v2.0%20(April%2C%202024)&amp;files=AURORA%20D1.2%20v2.0.docx\"> online<\/a><\/strong>. A previous summary from our summer newsletter is also available <a href=\"https:\/\/www.aurora-h2020.eu\/es\/2024\/06\/10\/initial-findings-from-aurora-app-european-citizens-can-achieve-near-zero-emissions-with-sustainable-choices\/\"><strong>online<\/strong><\/a>. You can also download the latest anonymized dataset of the AURORA app from the<a href=\"https:\/\/dashboard.aurora-h2020.eu\/en-GB\"><strong> AURORA dashboard<\/strong><\/a> and use our open-access Jupyter notebooks (<strong><a href=\"https:\/\/github.com\/Parisra\/AURORA-energy-tracker\">available on GitHub<\/a><\/strong>) as a starting point for your analysis.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-130590f elementor-widget elementor-widget-heading\" data-id=\"130590f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">References<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f45014f elementor-widget elementor-widget-text-editor\" data-id=\"f45014f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>[1] Mantzos, Leonidas; Rozsai, Mate; Matei, Nicoleta Anca; Mulholland, Eamonn; Tamba, Marie; Wiesenthal, Tobias (2018): JRC-IDEES 2015. European Commission, Joint Research Centre (JRC) [Dataset] doi:\u00a0<a href=\"https:\/\/doi.org\/10.2905\/JRC-10110-10001\">10.2905\/JRC-10110-10001<\/a>\u00a0PID:\u00a0<a href=\"http:\/\/data.europa.eu\/89h\/jrc-10110-10001\">http:\/\/data.europa.eu\/89h\/jrc-10110-10001<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The AURORA energy tracker app has more than 800 users across five demonstration sites who have input their energy consumption data in three different sectors including electricity, transportation, and heating. Each user receives a \u2018label\u2019 showing how their consumption in each sector compares to the average citizen of their demonstration site. With all this data [&hellip;]<\/p>","protected":false},"author":12,"featured_media":9243,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[72],"tags":[],"class_list":["post-9242","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Unlocking Insights: What is AURORA Citizen Data Revealing? - AURORA H2020<\/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.aurora-h2020.eu\/es\/2024\/09\/18\/unlocking-insights-what-is-aurora-citizen-data-revealing\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking Insights: What is AURORA Citizen Data Revealing? - AURORA H2020\" \/>\n<meta property=\"og:description\" content=\"The AURORA energy tracker app has more than 800 users across five demonstration sites who have input their energy consumption data in three different sectors including electricity, transportation, and heating. Each user receives a \u2018label\u2019 showing how their consumption in each sector compares to the average citizen of their demonstration site. 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