{"id":2428,"date":"2025-11-26T15:10:45","date_gmt":"2025-11-26T14:10:45","guid":{"rendered":"https:\/\/www.go-mobility.it\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/"},"modified":"2025-11-28T18:16:39","modified_gmt":"2025-11-28T17:16:39","slug":"mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing","status":"publish","type":"page","link":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/","title":{"rendered":"Mobility data lake, mobility ETL systems, transport data dashboard, urban mobility analysis, mobility data platform | Landing"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; admin_label=&#8221;Hero Section&#8221; _builder_version=&#8221;4.27.4&#8243; background_color=&#8221;#0e24ea&#8221; background_image=&#8221;https:\/\/www.go-mobility.it\/wp-content\/uploads\/go-mobility-contatti.jpg&#8221; background_position=&#8221;top_center&#8221; background_vertical_offset=&#8221;26%&#8221; background_blend=&#8221;multiply&#8221; min_height=&#8221;250px&#8221; height=&#8221;250px&#8221; max_height=&#8221;250px&#8221; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;||50px||false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px|&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;0px||0||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;27px|0px|27px|0px|false|false&#8221; use_custom_width=&#8221;on&#8221; width_unit=&#8221;off&#8221; custom_width_percent=&#8221;100%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|desktop&#8221; admin_label=&#8221;About Section&#8221; _builder_version=&#8221;4.27.4&#8243; module_alignment=&#8221;right&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; custom_padding_tablet=&#8221;||120px|&#8221; custom_padding_phone=&#8221;&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;3_4,1_4&#8243; _builder_version=&#8221;4.27.4&#8243; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;right&#8221; animation_intensity_slide=&#8221;1%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Poppins||||||||&#8221; text_font_size=&#8221;16px&#8221; text_line_height=&#8221;2em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><!-- Titolo Principale --><\/p>\n<h1 style=\"text-align: left;\">Data Lake and Dashboard for Mobility: Manage and Analyse Data Efficiently<\/h1>\n<p style=\"text-align: justify;\"><!-- Introduzione -->With the exponential increase in data generated by <strong>urban mobility and goods<\/strong>, it is becoming increasingly urgent to have advanced tools to interpret it effectively. Traditional approaches are no longer sufficient: <strong>integrated and structured platforms<\/strong> are needed that can collect, validate and make heterogeneous data usable. <\/p>\n<p style=\"text-align: justify;\">We design and build <strong>Data Lakes and ETL <\/strong> systems using open source technologies, transforming raw data into <strong>interactive dashboards<\/strong> that are useful for public bodies, companies and stakeholders involved in mobility planning and management.<\/p>\n<h3 style=\"text-align: justify;\">Why are data lakes needed in mobility?<\/h3>\n<p style=\"text-align: justify;\">Mobility data comes from a wide variety of sources: road sensors, public transport systems, connected vehicles, GPS, mobile phone cells and mobility apps. A <strong>data lake<\/strong> allows you to: <\/p>\n<ul style=\"text-align: justify;\">\n<li>Collect large volumes of data in real time or deferred<\/li>\n<li>Store information in raw format for subsequent analysis<\/li>\n<li>Organizzare i dati in modo scalabile e consultabile<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">It is a flexible and powerful infrastructure that forms the basis for any <strong> data-driven planning<\/strong> strategy in the transport sector.<\/p>\n<h3 style=\"text-align: justify;\">ETL systems: transforming complex data into useful information<\/h3>\n<p style=\"text-align: justify;\">The operational core of our projects is the <strong>ETL (Extract, Transform, Load)<\/strong> system, which allows you to:<\/p>\n<ul style=\"text-align: justify;\">\n<li>Extract data from diverse sources (open data, databases, sensors, APIs)<\/li>\n<li>Transform and homogenise them to make them comparable<\/li>\n<li>Upload them to ready-to-use relational or NoSQL databases<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">This process ensures data <strong>quality, consistency and timeliness<\/strong>, making it available for rapid analysis and informed decisions.<\/p>\n<h3 style=\"text-align: justify;\">Custom dashboards: from data to decisions<\/h3>\n<p style=\"text-align: justify;\">Once the data has been collected and processed, we develop <strong> interactive dashboards<\/strong> and dynamic visualisations designed to meet the specific needs of each territory or project. The dashboards allow you to: <\/p>\n<ul style=\"text-align: justify;\">\n<li>Monitoring mobility flows in real time<\/li>\n<li>Analysing critical issues in traffic and public transport<\/li>\n<li>Assess the impacts of events, interventions or alternative scenarios<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">With intuitive tools that are accessible even to non-technical users, dashboards improve the <strong>analytical capabilities of institutions and administrations<\/strong>, providing operational support for urban planning.<\/p>\n<h3 style=\"text-align: justify;\">One platform, many benefits<\/h3>\n<p style=\"text-align: justify;\">Centralising data in a single, integrated platform simplifies all stages of technical work and decision-making. The benefits are tangible: <\/p>\n<ul style=\"text-align: justify;\">\n<li>Reduction of information fragmentation<\/li>\n<li>Greater transparency and replicability of analyses<\/li>\n<li>Standardisation of monitoring processes<\/li>\n<li>Greater responsiveness in mobility management<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">With a well-structured database and advanced reading tools, it is easier to identify priorities, <strong>plan interventions and communicate results effectively<\/strong>.<\/p>\n<h3 style=\"text-align: justify;\">Conclusion<\/h3>\n<p style=\"text-align: justify;\">Data lakes and dashboards are now essential tools for tackling the challenges of urban mobility. Their ability to aggregate, simplify and enhance large volumes of data enables public bodies, operators and stakeholders to make more informed, timely <strong>decisions based<\/strong> on concrete evidence. <\/p>\n<p style=\"text-align: justify;\">Our approach combines technical expertise, design flexibility and open source tools to offer <strong>tailor-made solutions<\/strong> that support smarter, more sustainable mobility geared towards the real needs of the local area.<em><a href=\"https:\/\/ko-fi.com\/s\/277d07bae3\" target=\"_blank\" rel=\"noopener\"><\/a><\/em><\/p>\n<p>[\/et_pb_text][et_pb_accordion _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;What are data lakes in mobility?&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p class=\"p1\">Digital infrastructure that enables the collection, storage and organisation of large amounts of data from different sources related to mobility.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;What does an ETL system do?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p class=\"p1\">It extracts data from various sources, transforms it into an analysable format, and loads it into structured databases for use in dashboards or analyses.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;Why use dashboards in mobility?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p class=\"p1\">To make traffic and transport data more understandable and useful to public decision-makers, technicians and stakeholders.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;What are the advantages of an integrated platform?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p class=\"p1\">Eliminate data fragmentation, facilitate monitoring, and support faster, evidence-based operational decisions.<\/p>\n<p>[\/et_pb_accordion_item][et_pb_accordion_item title=&#8221;Are the solutions customisable?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; open=&#8221;off&#8221;]<\/p>\n<p class=\"p1\">Yes, each dashboard and data structure is tailored to the specific needs of the territory, project and stakeholders involved.<\/p>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Poppins||||||||&#8221; text_font_size=&#8221;13px&#8221; text_line_height=&#8221;1.1em&#8221; custom_margin=&#8221;10px||||false|false&#8221; global_module=&#8221;293&#8243; saved_tabs=&#8221;all&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\"><a href=\"\/pianificazione-mobilita-trasporti\/\"><span><strong>PIANIFICAZIONE DELLA MOBILIT\u00c0<\/strong><\/span><\/a><\/p>\n<p style=\"text-align: left;\"><a href=\"\/progettazione-urbana-sostenibile-mobilita\/\"><span><b>PROGETTAZIONE URBANA<\/b><\/span><\/a><\/p>\n<p style=\"text-align: left;\"><a href=\"\/indagini-rilievi-flussi-mobilita-analisi-traffico\/\"><span><strong>INDAGINI E RILIEVI DEI FLUSSI DI MOBILIT\u00c0<\/strong><\/span><\/a><\/p>\n<p style=\"text-align: left;\"><a href=\"\/processi-partecipativi-stakeholder-engagement-mobilita\/\"><span><strong>PROCESSI PARTECIPATIVI<\/strong><\/span><\/a><\/p>\n<p style=\"text-align: left;\"><a href=\"\/data-lake-e-cruscotti-di-monitoraggio\/\"><strong>DATA LAKE E CRUSCOTTI DI MONITORAGGIO<\/strong><\/a><\/p>\n<p style=\"text-align: left;\"><a href=\"\/big-data-data-visualization-mobilita\/\"><strong>BIG DATA E<br \/>DATA VISUALIZATION<\/strong><\/a><\/p>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/www.go-mobility.it\/wp-content\/uploads\/data-lake-dashboard.png&#8221; title_text=&#8221;data-lake-dashboard&#8221; align_tablet=&#8221;center&#8221; align_phone=&#8221;center&#8221; align_last_edited=&#8221;on|desktop&#8221; _builder_version=&#8221;4.27.4&#8243; max_width_tablet=&#8221;300px&#8221; max_width_phone=&#8221;&#8221; max_width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;|-40%||&#8221; custom_margin_tablet=&#8221;|0%||&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;top&#8221; animation_delay=&#8221;50ms&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; alt=&#8221;Company Transport and mobility planning Data lake dashboard&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3 style=\"text-align: justify;\">Related projects<\/h3>\n<p>[\/et_pb_text][et_pb_post_slider include_categories=&#8221;668&#8243; show_meta=&#8221;off&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;15px&#8221; button_bg_color=&#8221;#312af9&#8243; button_border_width=&#8221;0px&#8221; button_border_radius=&#8221;22px&#8221; button_icon=&#8221;&#x3d;||divi||400&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_post_slider][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;History Section&#8221; _builder_version=&#8221;4.27.4&#8243; background_color=&#8221;#000dff&#8221; min_height=&#8221;260px&#8221; custom_padding=&#8221;0px||0px||true&#8221; border_color_all=&#8221;#000dff&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; module_class=&#8221; et_pb_row_fullwidth&#8221; _builder_version=&#8221;4.16&#8243; width=&#8221;92%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;105%&#8221; max_width_tablet=&#8221;80%&#8221; max_width_phone=&#8221;80%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;0px||0px||true|&#8221; make_fullwidth=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;3%||40px|&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;||||||||&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;Raleway|700|||||||&#8221; header_2_text_align=&#8221;right&#8221; header_2_font_size=&#8221;46px&#8221; header_2_line_height=&#8221;1.4em&#8221; background_layout=&#8221;dark&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||20px|&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;right&#8221; animation_intensity_slide=&#8221;20%&#8221; header_2_font_size_tablet=&#8221;36px&#8221; header_2_font_size_phone=&#8221;&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center;\">Need more information? Contact us <\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Footer&#8221; _builder_version=&#8221;4.27.4&#8243; custom_margin=&#8221;-100px||||false|false&#8221; custom_padding=&#8221;0px||60px||false|false&#8221; global_module=&#8221;151&#8243; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; header_font=&#8221;||||||||&#8221; header_4_font=&#8221;Raleway|700|||||||&#8221; header_4_font_size=&#8221;22px&#8221; header_4_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px|&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h4>Contact Us<\/h4>\n<p>[\/et_pb_text][et_pb_text ul_type=&#8221;none&#8221; ul_item_indent=&#8221;1px&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;||||||||&#8221; ul_font=&#8221;Poppins||||||||&#8221; ul_font_size=&#8221;16px&#8221; ul_line_height=&#8221;2em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Viale Luca Gaurico, 9<br \/>00143, Roma<strong><\/strong><\/li>\n<li><span>+39 0656546119<br \/>+39 3470891843<br \/><strong><a href=\"mailto:info@go-mobility.it\">info@go-mobility.it<\/a><\/strong><br \/><\/span><\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_signup mailchimp_list=&#8221;info@go-mobilityit|34f056a207&#8243; first_name_field=&#8221;off&#8221; last_name_field=&#8221;off&#8221; success_message=&#8221;Registration completed&#8221; title=&#8221;Would you like to follow our projects and receive news and content selected just for you? Subscribe to our Data Mobility newsletter! &#8221; _builder_version=&#8221;4.27.4&#8243; header_font=&#8221;Raleway|700|||||||&#8221; header_font_size=&#8221;22px&#8221; header_line_height=&#8221;1.4em&#8221; body_font=&#8221;Poppins||||||||&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.8em&#8221; result_message_font=&#8221;||||||||&#8221; result_message_text_color=&#8221;#7CDA24&#8243; result_message_font_size=&#8221;16px&#8221; use_background_color=&#8221;off&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#29cb8b&#8221; button_border_width=&#8221;12px&#8221; button_border_color=&#8221;#29cb8b&#8221; button_letter_spacing=&#8221;2px&#8221; button_font=&#8221;Poppins|600||on|||||&#8221; button_icon=&#8221;&#x24;||divi||400&#8243; background_layout=&#8221;light&#8221; custom_padding=&#8221;0px||||false|false&#8221; border_width_all_fields=&#8221;1px&#8221; border_color_all_fields=&#8221;rgba(51,51,51,0.12)&#8221; global_colors_info=&#8221;{}&#8221; button_text_size__hover_enabled=&#8221;off&#8221; button_one_text_size__hover_enabled=&#8221;off&#8221; button_two_text_size__hover_enabled=&#8221;off&#8221; button_text_color__hover_enabled=&#8221;off&#8221; button_one_text_color__hover_enabled=&#8221;off&#8221; button_two_text_color__hover_enabled=&#8221;off&#8221; button_border_width__hover_enabled=&#8221;off&#8221; button_one_border_width__hover_enabled=&#8221;off&#8221; button_two_border_width__hover_enabled=&#8221;off&#8221; button_border_color__hover_enabled=&#8221;off&#8221; button_one_border_color__hover_enabled=&#8221;off&#8221; button_two_border_color__hover_enabled=&#8221;off&#8221; button_border_radius__hover_enabled=&#8221;off&#8221; button_one_border_radius__hover_enabled=&#8221;off&#8221; button_two_border_radius__hover_enabled=&#8221;off&#8221; button_letter_spacing__hover_enabled=&#8221;off&#8221; button_one_letter_spacing__hover_enabled=&#8221;off&#8221; button_two_letter_spacing__hover_enabled=&#8221;off&#8221; button_bg_color__hover_enabled=&#8221;off&#8221; button_one_bg_color__hover_enabled=&#8221;off&#8221; button_two_bg_color__hover_enabled=&#8221;off&#8221;][\/et_pb_signup][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_social_media_follow _builder_version=&#8221;4.27.4&#8243; text_orientation=&#8221;left&#8221; custom_margin=&#8221;2px||-20px||false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|50px|50px|50px|50px&#8221; border_width_all=&#8221;5px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_social_media_follow_network social_network=&#8221;linkedin&#8221; url=&#8221;https:\/\/www.linkedin.com\/company\/go-mobility-s.r.l.&#8221; _builder_version=&#8221;4.24.2&#8243; background_color=&#8221;#000dff&#8221; border_width_all=&#8221;12px&#8221; border_color_all=&#8221;rgba(0,0,0,0)&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]linkedin[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;instagram&#8221; url=&#8221;https:\/\/www.instagram.com\/gomobility_it\/&#8221; _builder_version=&#8221;4.24.2&#8243; background_color=&#8221;#000dff&#8221; background_enable_color=&#8221;on&#8221; border_width_all=&#8221;12px&#8221; border_color_all=&#8221;rgba(0,0,0,0)&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]instagram[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;facebook&#8221; url=&#8221;https:\/\/www.facebook.com\/gomobilitysrl&#8221; _builder_version=&#8221;4.24.2&#8243; background_color=&#8221;#000dff&#8221; border_width_all=&#8221;12px&#8221; border_color_all=&#8221;rgba(0,0,0,0)&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]facebook[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;twitter&#8221; url=&#8221;https:\/\/x.com\/GOMobility_It&#8221; _builder_version=&#8221;4.27.4&#8243; background_color=&#8221;#000dff&#8221; border_width_all=&#8221;12px&#8221; border_color_all=&#8221;rgba(0,0,0,0)&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]twitter[\/et_pb_social_media_follow_network][\/et_pb_social_media_follow][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Lake and Dashboard for Mobility: Manage and Analyse Data Efficiently With the exponential increase in data generated by urban mobility and goods, it is becoming increasingly urgent to have advanced tools to interpret it effectively. Traditional approaches are no longer sufficient: integrated and structured platforms are needed that can collect, validate and make heterogeneous [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-2428","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mobility data lake - Monitoring dashboards - Transport dashboards<\/title>\n<meta name=\"description\" content=\"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.\" \/>\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.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mobility data lake - Monitoring dashboards - Transport dashboards\" \/>\n<meta property=\"og:description\" content=\"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/\" \/>\n<meta property=\"og:site_name\" content=\"Pianificazione dei trasporti e Mobilit\u00e0\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/gomobilitysrl\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-28T17:16:39+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/\",\"url\":\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/\",\"name\":\"Mobility data lake - Monitoring dashboards - Transport dashboards\",\"isPartOf\":{\"@id\":\"https:\/\/www.go-mobility.it\/en\/#website\"},\"datePublished\":\"2025-11-26T14:10:45+00:00\",\"dateModified\":\"2025-11-28T17:16:39+00:00\",\"description\":\"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.go-mobility.it\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Mobility data lake, mobility ETL systems, transport data dashboard, urban mobility analysis, mobility data platform | Landing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.go-mobility.it\/en\/#website\",\"url\":\"https:\/\/www.go-mobility.it\/en\/\",\"name\":\"Pianificazione dei trasporti e Mobilit\u00e0\",\"description\":\"Pianificazione dei trasporti e Mobilit\u00e0\",\"publisher\":{\"@id\":\"https:\/\/www.go-mobility.it\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.go-mobility.it\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.go-mobility.it\/en\/#organization\",\"name\":\"Pianificazione dei trasporti e mobilit\u00e0\",\"url\":\"https:\/\/www.go-mobility.it\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.go-mobility.it\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.go-mobility.it\/wp-content\/uploads\/Logo_GO-Orizzontale-Colore-3-scaled.png\",\"contentUrl\":\"https:\/\/www.go-mobility.it\/wp-content\/uploads\/Logo_GO-Orizzontale-Colore-3-scaled.png\",\"width\":2560,\"height\":717,\"caption\":\"Pianificazione dei trasporti e mobilit\u00e0\"},\"image\":{\"@id\":\"https:\/\/www.go-mobility.it\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/gomobilitysrl\",\"https:\/\/www.linkedin.com\/company\/go-mobility-s.r.l.\",\"https:\/\/www.instagram.com\/gomobility_it\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mobility data lake - Monitoring dashboards - Transport dashboards","description":"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/","og_locale":"en_US","og_type":"article","og_title":"Mobility data lake - Monitoring dashboards - Transport dashboards","og_description":"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.","og_url":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/","og_site_name":"Pianificazione dei trasporti e Mobilit\u00e0","article_publisher":"https:\/\/www.facebook.com\/gomobilitysrl","article_modified_time":"2025-11-28T17:16:39+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"11 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/","url":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/","name":"Mobility data lake - Monitoring dashboards - Transport dashboards","isPartOf":{"@id":"https:\/\/www.go-mobility.it\/en\/#website"},"datePublished":"2025-11-26T14:10:45+00:00","dateModified":"2025-11-28T17:16:39+00:00","description":"Discover how Data Lake and customised dashboards help organisations and companies interpret mobility data for more effective decisions.","breadcrumb":{"@id":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.go-mobility.it\/en\/mobility-data-lake-mobility-etl-systems-transport-data-dashboard-urban-mobility-analysis-mobility-data-platform-landing\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.go-mobility.it\/en\/"},{"@type":"ListItem","position":2,"name":"Mobility data lake, mobility ETL systems, transport data dashboard, urban mobility analysis, mobility data platform | Landing"}]},{"@type":"WebSite","@id":"https:\/\/www.go-mobility.it\/en\/#website","url":"https:\/\/www.go-mobility.it\/en\/","name":"Pianificazione dei trasporti e Mobilit\u00e0","description":"Pianificazione dei trasporti e Mobilit\u00e0","publisher":{"@id":"https:\/\/www.go-mobility.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.go-mobility.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.go-mobility.it\/en\/#organization","name":"Pianificazione dei trasporti e mobilit\u00e0","url":"https:\/\/www.go-mobility.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.go-mobility.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.go-mobility.it\/wp-content\/uploads\/Logo_GO-Orizzontale-Colore-3-scaled.png","contentUrl":"https:\/\/www.go-mobility.it\/wp-content\/uploads\/Logo_GO-Orizzontale-Colore-3-scaled.png","width":2560,"height":717,"caption":"Pianificazione dei trasporti e mobilit\u00e0"},"image":{"@id":"https:\/\/www.go-mobility.it\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/gomobilitysrl","https:\/\/www.linkedin.com\/company\/go-mobility-s.r.l.","https:\/\/www.instagram.com\/gomobility_it\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/pages\/2428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/comments?post=2428"}],"version-history":[{"count":2,"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/pages\/2428\/revisions"}],"predecessor-version":[{"id":2430,"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/pages\/2428\/revisions\/2430"}],"wp:attachment":[{"href":"https:\/\/www.go-mobility.it\/en\/wp-json\/wp\/v2\/media?parent=2428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}