NYC


Shooting Incidents in New York City

Shooting Incidents in New York City

Explore comprehensive data on shooting incidents in New York City from 2006 to the present. This updated analysis, including citywide maps, trends, and demographic insights, reveals patterns of gun violence across boroughs and neighborhoods. Discover how fluctuations in incident rates, disparities in violence distribution, and trends over time inform public health strategies and crime prevention efforts. Essential for policymakers, public health practitioners, and community leaders aiming to address and reduce gun violence in NYC.
gun violence GIS epidemiology NYC Public Health Crime Trends


New York City 311 Service Request Data Dashboard

New York City 311 Service Request Data Dashboard

Explore the New York City 311 Service Request Data Dashboard, an interactive GIS tool that visualizes social determinants of health using 311 service requests across NYC. Developed by Isaac H. Michaels, MPH, the dashboard provides spatial analysis of complaint types, dynamic frequency updates, and GIS overlays. Access the embedded application here or view the full-screen version for a comprehensive analysis of NYC’s health-related service requests.
NYC 311 GIS Social Determinants data visualization


EMS Calls in New York City: Trends and Patterns

EMS Calls in New York City: Trends and Patterns

Explore trends and patterns in EMS calls across New York City with data-driven insights by Isaac H. Michaels, MPH. This comprehensive analysis, based on FDNY data from 2020 to the present, examines daily call volumes, response times, and the most common emergency types. Discover how borough-specific trends and temporal patterns can inform public health strategies, resource allocation, and emergency response improvements to ensure timely and effective care for all communities in NYC.
EMS epidemiology NYC health care delivery


New interactive web application visualizes health determinants using open data on NYC 311 requests

New interactive web application visualizes health determinants using open data on NYC 311 requests

A new interactive web application developed by Isaac H. Michaels, MPH, visualizes health determinants using NYC 311 service request data. Presented at the 2019 New York State Population Health Summit, this tool enables users to analyze and map social and environmental factors influencing public health across NYC. The application is built with open-source software and offers spatial, graphical, and tabular views with dynamic filters.
NYC 311 Social Determinants GIS data visualization