Habidatum

🎄✨ Holiday Greetings from Habidatum 🎄✨ Wishing you a holiday season filled with happiness, warmth, and cherished memories! 🎄✨   As we wrap up another year, we want to take a moment to thank you for your continued trust and collaboration. Here’s to a new year filled with success, growth, and fresh opportunities. Warmest holiday greetings from all of us at Habidatum! 🌟🎁   May your holiday season be bright, joyful, and full of special moments! 🎄✨   As the year comes to a close, we are truly grateful for your ongoing support. Wishing you a new year of prosperity, achievements, and exciting adventures. Happy holidays from the entire Habidatum team! 🌟🎁

🏫 Data Insights for University Campus: Habidatum & Proof of the sum 📈 University and business campuses are like mini-cities, where both external connections and internal dynamics shape vibrant communities. Habidatum collaborated with Proof of the sum (https://proofofthesum.com/), helping knowledge-driven organisations to enhance knowledge sharing throughout their facilities. Last week our campus analysis framework was presented at the PROOFERIJ XL event (https://lnkd.in/eHYZ4Gfd) in Amsterdam.   Our framework, combining the expertise of architects and data scientists, analyzes how spatial layout and user networks impact innovation on campuses. By integrating building info and GPS mobility data, we uncover key insights on building interconnectedness and key traction points within the campus. We challenge the notion that innovation only comes from chance encounters. Our approach highlights the importance of intentional spatial design in fostering innovation.   Initially tested at a university in the Netherlands, our methodology is now available globally. Contact us for a detailed case study report and methodology description to kickstart innovation on your campus!

📚 Explore Habidatum Smart City Expo Materials 📚 With Smart City Expo 2024 now behind us, we are immersed in this event's memories, connections, and achievements. Let's take a look back at some moments from our participation in the Smart City Expo World Congress (SCEWC) over the years: 1. Exhibits with Mastercard: 📍 Habidatum Chronotope Dashboard at Mastercard Pavilion (https://t.ly/XHDWi) 📍 Pavilion Press Release (https://t.ly/gAyJK) 2. Lectures, presentations, exhibits: 📍 Alexei Novikov's Presentation at SCEWC Addressing Urban Growth Through City Planning (https://t.ly/lGtu8) 📍 IaaC Lecture by Alexei Novikov: From Skyscraping to Timescraping (https://t.ly/9eHcd) 📍 Explore our photo gallery on Facebook (https://t.ly/7FmGc) 3. Featured: 📍 On The Smart City Journal (https://t.ly/1GCLY) 📍 On the Institute for Advanced Architecture of Catalonia blog (https://t.ly/7WCi2) Here's to smart cities' past, present, and future!

Chronotope platform, the engine behind Habidatum's data analytics https://lnkd.in/d62Gzzfw 📊  Habidatum relies on its in-house data platform, Chronotope, to structure, clean, and validate location big data. Behind the scenes, it's doing a lot of data processing and analytics.   💻  Facing the users are its 2 versions: ⭐ the Chronotope Dashboard, streamlining interaction with location data through interactive maps, charts and time controls, and ⭐ the Chronotope Cube, an intricate 3D spacetime visualization with AI features such as simulation and void analysis. 📎  We have gathered these links for you to discover more about the Chronotope data platform. https://lnkd.in/d62Gzzfw https://lnkd.in/eA_nTxGw https://lnkd.in/dzWDqyqf ⭐ Presenting Chronotope Cube for ESG Innovation Collective: https://lnkd.in/eFm4X-sT For more, reach out to us and stay tuned for upcoming newsletters.

SITE SELECTION FOR ADVANCED URBAN DESIGN Urban planning is the art of balancing site potential with design and zoning constraints. In the U.S., zoning is highly fragmented, managed by individual municipalities. The challenge for automated geospatial platforms like Habidatum is to digitize zoning regulations quickly and connect them with developers’ designs and actual land use. Through a partnership with The Neutral Project, Habidatum is making this a reality. Ask@habidatum.com if you want to learn more. #zoning #urbandesign #siteselection #realestatedevelopment #efficiency #bigdata #rent #multifamily #proptech

In spatial analysis, even slight discrepancies in geofencing can create significant issues—misplaced or incomplete geofences can skew metrics like footfall, vacancy, and office occupancy, leading to unreliable insights. For example, if a building's geofence mistakenly includes adjacent streets or fails to cover the entire structure, analyses based on these geofences may inaccurately represent the location’s activity. To tackle these challenges, Habidatum developed a solution integrating open-source data, computer vision, machine learning, and human validation to produce precise, scalable geofences. Our process includes: ☑️ Open Datasets: Bing Maps and other sources lay the groundwork with global building data. ☑️ Computer Vision: Automatically refines boundaries using satellite imagery to ensure high precision. ☑️ Machine Learning: Enhances accuracy over time, reducing the need for manual correction. ☑️ Human Validation: Essential for verifying complex structures, especially in dense urban areas. This solution has now expanded to serve urban planning, real estate, and retail, offering our clients precise geospatial data as a standalone service. Learn more about Habidatum’s approach to geofencing here👇 https://lnkd.in/ghaMFtK7

https://lnkd.in/dtkeMqcR 🚨 Habidatum Case Study: Refining Retail Property Underwriting with Advanced Data Comparables 🚨 Habidatum recently worked with a large U.S. bank to enhance underwriting for a retail property loan portfolio. We used hyper-localized foot traffic and geospatial metrics to refine the valuation process. By focusing on actual visitor patterns and comparing properties in the same catchment area, Habidatum helped the bank understand micro-market dynamics that traditional appraisals often miss. Key Insights: 🚨 Localized Comparables: Instead of regional market comps, we focused on properties drawing visitors from the same neighborhoods as the target site. 🚨 Visitor Metrics & Location Risk Scores: We ranked properties by visitor counts and our proprietary Location Risk Score (LRS) to show performance and economic activity potential. 🚨 Recovery Rate Analysis: The analysis revealed that high visitor counts don’t always equate to recovery, as smaller, more localized stores often bounce back faster than large chains. This project is a prime example of how targeted data-backed insights can strengthen commercial real estate lending decision-making. By using granular spatiotemporal Habidatum helped the bank accurately assess the market positioning of the property and its comparables, providing insights beyond traditional appraisal metrics. This case highlights the power of big data to bring deeper context to underwriting decisions, support sound investments, and mitigate risk. https://lnkd.in/dtkeMqcR

Thank you Habidatum for you thorough case study of our collaboration, and thank you Fed Novikov for your strategic guidance. Good and reliable data is the key to success for any product. https://lnkd.in/eazjFzfq #missingmiddlehousing #sustainableconstruction #databased

Thank you for the great partnership and collaboration, Habidatum, on this project. We look forward to building version 2 of this tool with the Habidatum team in 2025.

🚨 Case Study: Using Geospatial Data to Assess Multi-Family Housing Potential in Madison, WI 🚨 https://lnkd.in/eKirp-UN We teamed up with Neutral to assess the potential of parcels in Madison, WI, using Vanilla modular architectural system. Neutral’s concept focuses on creating flexible, modular housing solutions that adapt to different sites, making it easier to develop in diverse urban environments. Habidatum's role was to identify the best parcels for this approach using detailed zoning analysis. Project Highlights: ☑️ Zoning & Parcel Analysis: Cleaned up zoning data, identified underused parcels, and mapped transit-oriented development (TOD) zones to find where modular designs could have the most impact. ☑️ Flexible Design Evaluation: Assessed parcel dimensions and potential building footprints to match Neutral’s adaptable modular system to each site. ☑️ Acquisition Strategy: Combined ownership data with area median income (AMI) insights to prioritize properties that align with affordability goals. Results: We delivered tailored GIS data, modular buildable footprints, and a prioritized list of high-potential properties. This project allowed us to refine our expertise in assessing real estate opportunities, bringing fresh insights into the flexible development approach that Neutral is advancing. Stay tuned for more updates! https://lnkd.in/eKirp-UN