I am a geospatial big data and AI nerd who likes to simulate the presence, activity, and movement of people to build mobility twins or digital replicas for smarter, sustainable, and resilient cities.
CITYPARKS
Section 1: The City-Wide Visitation Landscape 1.1 Introduction to Atlanta's Park System and the Visitation Model The City of Atlanta's extensive network of public greenspaces, comprising 219 distinct parks, trails, and recreational places of interest, represents a critical component of the urban infrastructure, profoundly influencing
customers
The Executive Playbook for Rescuing High-Value Customer Engagements Introduction: The High Stakes of Enterprise and Government Churn In the complex ecosystems of enterprise and government contracting, the loss of a customer—or churn—is not a simple line item on a balance sheet. It is a seismic event with compounding
citydata
Establishing a Baseline for Park Visits The estimation of park visitation necessitates a foundational understanding of each park's intrinsic capacity and appeal. The nine park and recreation assets in Kenosha County managed by the county system are not homogenous; they represent a diverse portfolio of recreational infrastructure, natural
crowd
CityData captures, measures, and estimates crowd sizes for large events like fireworks celebrations, farmers markets, music concerts, sporting events, religious events, political rallies and protests. CityData offers two solutions for estimating crowd size. Solution 1: CitySensor CitySensor is a ruggedized hardware sensor connected to an online dashboard for accurate real-time
crowd
CityData has studied, analyzed and evaluated the universe of computer vision AI models so you don't need to! 1. Executive Summary The accurate and automated estimation of crowd sizes, particularly in scenarios involving thousands of individuals captured from aerial platforms such as drones, helicopters, or satellites, presents a
CITYPARKS
A hybrid spatio-temporal model for hourly park visitation estimation in geographically-distributed parks and public spaces by leveraging multi-source data and confidence weighting Abstract Accurate, fine-grained visitation data is crucial for park management, urban planning, and resource allocation. Traditional methods, such as manual counting or permanent sensor installation, are often costly
CITYPARKS
KABOOM! and CityData.ai unveil county-wide parks visitation trends 1. Introduction Parks and playgrounds are the vibrant arteries of our communities, fostering health, well-being, and vital social connections. In Prince George's County, Maryland, a dynamic collaboration between the national non-profit KABOOM! and CityData.ai is revolutionizing how we
CITYPARKS
New playgrounds lead to increased engagement and positive community impact. In the heart of the Texas Hill Country, Uvalde — famously known as the "Honey Capital of the World" for its exquisite huajillo honey and stunning natural landscapes — holds a special place. Beyond its allure for outdoor enthusiasts enjoying
economic development
In today's data-driven world, economic development hinges on understanding the intricate visitation and movement patterns within our cities. To truly revitalize downtown zones, commercial areas, and business districts, cities need to understand the intricate dance of human movement. Mobility intelligence provides the detailed choreography, transforming raw data into
govtech 100
GovTech 100 list for the sixth consecutive year is a testament to the company's innovation, growth, and impact in the government technology vertical! We're thrilled to announce CITYDATA.ai has been named to the prestigious GovTech 100 list for the sixth consecutive year! This remarkable achievement
uam
My previous blog post, "Ideal Take-off and Landing Spots for eVTOLs," explored the crucial first step in realizing the potential of Urban Air Mobility (UAM): identifying optimal locations for vertiports. We delved into the factors influencing vertiport placement, considering aspects like proximity to demand centers, airspace regulations, and
parks and recreation
Understanding visitation patterns to various points of interest (POIs) like parks, trails, downtowns, business districts, shopping malls, restaurants, and individual businesses is crucial for urban planning, economic development, and tourism. Anonymized GPS crowdsourced data offers a rich source of information for measuring these visits and dwell times. However, this data