Tools & Experiments
Interactive tools and experimental projects exploring data visualization, real-time monitoring, and innovative web technologies.
3D Globe Conference Map
Interactive 3D globe with conference speaking and panel engagements.
City Service Heat
Blend 311 requests, crime incidents, and closures into an anomaly lens with DP aware binning.
Clinical Trials Landscape Today
Summarize recruiting studies by condition, site, and sponsor, join to adverse event signals.
Earthquake Detector
Real-time earthquake monitoring with space weather correlation analysis and advanced visualization.
Extreme Events Dashboard, Atmosphere to Magnetosphere
Unify severe weather alerts, earthquakes, wildfires, and space weather with a coordinated map and timeline.
Fires and Forests Now
Layer active fire detections with land cover and protected areas, add wind aware ember previews.
Global Bikeshare Reliability Monitor
Quantify station reliability across networks, highlight empties and fullness, surface rebalancing needs.
Live Biodiversity Spotlight
Production-grade system surfacing species with unusual range shifts and observation spikes using public biodiversity feeds.
Live Grid Carbon and Congestion Atlas
Map electricity carbon intensity with live road congestion for demand shifting and EV charging timing.
Markets in Motion, Macro Tape Reader
Fuse macro series with FX and crypto ticks to visualize regime shifts and cross market rhythm.
OpenAQ Exposure Explorer
Estimate personal exposure along candidate routes, choose cleaner paths, manage daily exposure budget.
River Pulse, Coast to Headwaters
Blend streamflow, tide, and rainfall to explain hydrologic surges and catchment response.
Science in the Moment
Live discovery feed of new papers and their citation context, with topic maps and influence trails.
Sea and Sky Conditions for Sailors
Coastal dashboard combining buoy data, tide levels, and wind forecasts for trip planning and safety.
Star to Street Skywatch
Correlate light pollution and aurora visibility with space weather, clouds, and urban lighting proxies.
Transit Delay Anatomy
Explain delay patterns using GTFS Realtime and incidents, infer dwell, locate bottlenecks.
Vulnerability Feed and Patch Urgency
Rank today’s CVEs by exploit status and vendor impact, ship webhooks to ticket queues, burn down exposure over time.