CDCgov/wastewater-informed-covid-forecasting
Dec 2024 – Dec 2024
1 Month active
Languages Used
MarkdownRSQL
Technical Skills
Data AnalysisData VisualizationDocumentationPlottingRR Programming
Kaitlyn Johnson
PROFILE
Kaitlyn Johnson
During December 2024, this developer enhanced the CDCgov/wastewater-informed-covid-forecasting repository by building a new WIS bar chart for model performance comparison and refactoring the plotting logic to improve clarity over time. Using R, dplyr, and ggplot2, they updated heatmaps and figure content to provide more readable color gradients, making model evaluation more accessible. They also deprecated an outdated forecasting model, cleaned up documentation, and updated reproducibility guidance in the README. Their work focused on standardizing visualization code and ensuring code quality through pre-commit checks, resulting in improved maintainability and reduced confusion for users navigating the project’s evolving components.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
8Total
Bugs
1
Commits
8
Features
1
Lines of code
671
Activity Months1
Your Network
34 people
Work History
December 2024
8 Commits • 1 Features
Dec 1, 2024December 2024: Delivered significant improvements to model performance visualization and project maintainability for CDCgov/wastewater-informed-covid-forecasting. Implemented a new WIS bar chart as the main figure in hub comparison, refactored plotting logic, and refined color scales and heatmaps to clarify model performance over time. Completed documentation cleanup and the deprecation/removal of an outdated forecasting model, updating README/docs for reproducibility guidance. These changes enhance decision support, reduce user confusion around deprecated components, and improve long-term maintainability by standardizing visualization code and documentation. Key commits include: b3c4333073059ca75938b7ff780725609fbf98f8; 854d448494f7eeaa571d3255b15503eefba8b35e; 65385c6cf6d38bb636722d510ce832c0168e453b; 124979844ed5574c0d7d1027928797268633b87d; f74d99f42993d25a9f29721b8bf85fbc9a0214a5; b981718148ddde2c90bc802a475500a409ad731e; afe70b4e4a3df0863891b6cbeb73621831f8f9fd; 1d29e23e825c16c34d11d3424acddc73913bcf3f.
8 Commits • 1 Features
Dec 1, 2024December 2024: Delivered significant improvements to model performance visualization and project maintainability for CDCgov/wastewater-informed-covid-forecasting. Implemented a new WIS bar chart as the main figure in hub comparison, refactored plotting logic, and refined color scales and heatmaps to clarify model performance over time. Completed documentation cleanup and the deprecation/removal of an outdated forecasting model, updating README/docs for reproducibility guidance. These changes enhance decision support, reduce user confusion around deprecated components, and improve long-term maintainability by standardizing visualization code and documentation. Key commits include: b3c4333073059ca75938b7ff780725609fbf98f8; 854d448494f7eeaa571d3255b15503eefba8b35e; 65385c6cf6d38bb636722d510ce832c0168e453b; 124979844ed5574c0d7d1027928797268633b87d; f74d99f42993d25a9f29721b8bf85fbc9a0214a5; b981718148ddde2c90bc802a475500a409ad731e; afe70b4e4a3df0863891b6cbeb73621831f8f9fd; 1d29e23e825c16c34d11d3424acddc73913bcf3f.
December 2024
Activity
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Quality Metrics
Correctness92.6%
Maintainability95.0%
Architecture92.6%
Performance92.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownRSQL
Technical Skills
Data AnalysisData VisualizationDocumentationPlottingRR ProgrammingStatistical Analysisdplyrggplot2
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