Data visualizations

Four fully interactive Bokeh apps, each reading live from the weather warehouse.

• Every visualization is built entirely in code and fully customizable.
• Built with Python, SQL, Bash, HTML, CSS and JavaScript.
• The cleaned and transformed data lives in PostgreSQL 16 databases, self-managed on an AWS EC2 instance.
• Automated pipelines ingest, transform and serve the data on AWS: S3 buckets, Lambda functions and layers, and EventBridge schedules.
• Every app below 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 Ask Weather, which writes the PostgreSQL for you and shows you the query it ran.