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
Worked on the CDCgov/wastewater-informed-covid-forecasting repository to enhance model performance visualization and project maintainability. Developed a new WIS bar chart as the main figure for hub comparison, refactored plotting logic, and improved color scales and heatmaps to clarify model performance trends. Deprecated an outdated forecasting model and updated documentation, including the README, to provide clearer reproducibility guidance. Utilized R, ggplot2, and dplyr for data analysis and visualization, ensuring code quality through pre-commit checks. These updates streamlined the codebase, reduced user confusion around deprecated components, and improved long-term maintainability by standardizing both visualization code and project documentation.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
8Total
Bugs
1
Commits
8
Features
1
Lines of code
671
Activity Months1
Your Network
38 peopleWork 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 Completed documentation cleanup and the deprecation/removal of an outdated forecasting model, updating README/docs for reproducibility guidance.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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