Lake Erie Wind and Wave Data Analysis and Visulization

Analysis of the Relationship between Wave Height and Wind Strength

Individual Project
Junyi Yang
December 2023

Satisfied requirements

1. Data is collected through a means more sophisticated than downloading (e.g. scraping, API).
2. It combines data collected from 3 or more different sources.
3. The analysis of the data is reasonably complex, involving multiple steps (geospatial joins/operations, data shaping, data frame operations, etc).
4. You analyze raster data using rasterio, rasterstats, or xarray.
5. You perform a machine learning analysis with scikit-learn as part of the analysis.
6. The project includes multiple interactive visualizations that include a significant interactive component (cross-filtering, interactive widgets, etc)

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