Connected
We combine related public datasets to reveal useful context that no single source provides on its own.
Independent local data project · Oak Park, Illinois
Oak Park Pulse connects public datasets that usually live in separate places, turns them into clear visual stories, and shares practical insights with residents and local businesses.
Why Oak Park Pulse
Oak Park has a wealth of public information—property records, permits, licenses, transportation data, public projects, and more. But those records are often spread across different systems and written for specialists.
Oak Park Pulse brings related sources together around questions people actually ask. We visualize what the records say, show where they are incomplete, and turn the results into tools that are free to explore.
We combine related public datasets to reveal useful context that no single source provides on its own.
Every project identifies its sources, explains its logic, and calls out uncertainty or missing information.
We build for practical questions from residents and local businesses—not for personal profiling or judgment.
Designed for context, not surveillance
Oak Park Pulse organizes records that public agencies already publish. We focus on property history, community patterns, and useful local questions. We do not infer personal circumstances, sell personal profiles, or claim that a home or business has a problem.
Our signals are starting points for research and conversation. They are never inspections, endorsements, or predictions—and we make those limits visible wherever the data appears.
First live project
Prototype liveBuying an older home comes with questions. What work has been permitted before? Which projects are commonly worth discussing for a home of this age? Which local businesses hold a relevant Village license?
Our first tool connects Cook County property and sales records with Village building permits and business licenses. It gives homeowners a clearer place to start and helps local service businesses understand broad market activity—all while keeping the source data and limitations in view.
Open the explorerOne useful view
Where we could go next
Future projects will follow the same standard: answer a useful community question, connect authoritative sources, explain the method, and invite feedback.
Property history, project-planning prompts, permits, and relevant licensed businesses.
Business openings, license activity, commercial patterns, and neighborhood service gaps.
Make public projects, spending, and neighborhood changes easier to find and follow.
Connect housing, energy, trees, water, and other public indicators around practical local choices.
These are directions, not a fixed queue. Community usefulness—and your feedback—will help decide what gets built.
Help shape the next pulse
Tell us about a local question you wish were easier to answer, a public dataset worth exploring, or an improvement to the current home project tool.
Please don’t include private or sensitive personal information.