Data visualizations
These are my latest, fully-interactive data visualizations!
- All visualizations are 100% code based and customizable.
- Languages used to produce include: Python, SQL, Bash/Command Line, HTML, CSS & JS.
- The cleaned & transformed data is hosted within PostgreSQL 16 databases — self-managed on an AWS EC2 instance.
- The automated data pipelines created to generate, ingest, transform and serve the data utilize AWS tools including: S3 buckets, Lambda functions & layers, and EventBridge schedules.
- Every app above is served from that same instance behind nginx, over HTTP/2 and TLS, each as its own systemd service.
- Prefer to ask rather than click? The same warehouse is queryable in plain English through the SQL Explorer, which writes the PostgreSQL for you and shows you the query it ran.
10 Day Historical & Forecasted Barometric Pressure, By Hour
Accessing the Apple WeatherKit REST API, data is updated every four hours via an automated pipeline.
Explore
Line & Bar Graphs of Key Weather Metrics
Historical and forecasted metrics side by side, to aid in discovery and analysis.
Explore
Scatter Plot Analytic Tool: Pressure Changes By Hour
Utilizing the power of SQL window functions (LAG) to drive metric creation.
Explore
Interactive Line & Bar Graphs of Historical Weather Data
Rich historical data representations in a concise manner, to aid in pattern recognition.
Explore
Suffering from Weather Induced Headaches?
The GeoViews and HoloViews libraries can help! Check out which locations across the United States are more prone to these barometric pressure driven events.
Explore
Box Plots by US Region and Sub Region
Creative statistical visualizations to analyze which areas across the US have the wildest weather swings.
Explore