OpenData Vibe Assessment: Jay Huang

I want to design a lightweight web layer on top of NYC Open Data using HTML, CSS, and JavaScript. The current OpenDataNYC experience is powerful for accessing datasets, but it still feels primarily like a data catalog rather than an exploratory civic tool.

Brainstorm 8–10 web features that could be “vibecoded” on top of existing NYC Open Data datasets and APIs without requiring a complex backend. Prioritize features that make public data easier to explore, understand, compare, and act on.

For each idea, include:

Consider ideas such as interactive maps, neighborhood comparisons, “what’s happening near me” dashboards, timeline playback, anomaly detection, natural-language dataset search, cross-dataset overlays, personalized alerts, accessibility-focused visualizations, and tools that translate raw civic data into plain-language insights.

Focus on concepts that a student could prototype quickly using tools such as the Socrata API, Mapbox/Leaflet, Chart.js/D3.js, and vanilla JavaScript.