10 Day Historical & Forecasted Barometric Pressure: By Hour
Accessing the Apple Weatherkit REST API, data is updated every four hours via an automated pipeline.
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 Databases -> via the cloud based AWS RDS Platform.
- The automated data pipelines created to generate, ingest, transform and serve the data utlize AWS tools including:
S3 Buckets, Lambda Functions & Layers, and EventBridge Schedules.
Click below to explore the weather data in a visually appealing, interactive way!
Line & Bar graphs of historical and forecasted key weather metrics
Side-by-side metric representation to aid in discovery and analysis.
Scatter Plot Analytic Tool: Barometric Pressure Changes By Hour
Utilizing the power of SQL Window Functions (LAG) to drive metric creation.
Interactive line & bar graphs of historical weather data
Rich historical data representations in a concise manner to aid in pattern recognition.
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!!
Statistical Analysis: Box Plot representations by US Region and Sub Region
Creative visualizations to analyze which areas across the US have the wildest weather swings.