ksgeist/Merrimack_DSE6630
May 2025 – Jun 2025
2 Months active
Languages Used
RCSVR Markdown
Technical Skills
Data AnalysisData CleaningData VisualizationData WranglingExploratory Data AnalysisR
guppy52
PROFILE
Guppy52
Developed and refined end-to-end biomedical data analysis workflows in the ksgeist/Merrimack_DSE6630 repository, focusing on pneumonia readmission and public health analytics. Built reproducible R Markdown notebooks that integrated data loading, cleaning, cross-dataset standardization, and benchmarking metrics, enabling robust exploratory and statistical analysis. Enhanced project scaffolding to support educational modules, spatial analysis using US Census CSV data, and rapid prototyping for instructional demos. Applied R, Tidyverse, and data visualization techniques to improve data quality, interpretation, and analytic readiness. Expanded documentation and technical writing to reinforce reproducibility, while iteratively improving project structure and analytic content for onboarding and decision-support use cases.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
26Total
Bugs
0
Commits
26
Features
6
Lines of code
12,256
Activity Months2
Your Network
25 peopleSame Organization
@merrimack.edu7
Work History
June 2025
19 Commits • 5 Features
Jun 1, 2025June 2025 monthly summary for ksgeist/Merrimack_DSE6630: Delivered foundational project scaffolding and data workflows for Biomedical & Clinical Informatics education, established data sources for spatial analyses, and expanded demonstrative materials to improve teaching impact and analytic readiness. The work enabled rapid prototyping of instructional demos, improved data quality, and reinforced reproducibility across the repository. A total of 20 commits across the month reflect steady progress and collaboration.
19 Commits • 5 Features
Jun 1, 2025June 2025 monthly summary for ksgeist/Merrimack_DSE6630: Delivered foundational project scaffolding and data workflows for Biomedical & Clinical Informatics education, established data sources for spatial analyses, and expanded demonstrative materials to improve teaching impact and analytic readiness. The work enabled rapid prototyping of instructional demos, improved data quality, and reinforced reproducibility across the repository. A total of 20 commits across the month reflect steady progress and collaboration.
June 2025
May 2025
7 Commits • 1 Features
May 1, 2025May 2025 monthly summary for ksgeist/Merrimack_DSE6630. Delivered end-to-end pneumonia readmission analysis capability via the Demo_1MG.Rmd notebook, including data loading, cleaning, cross-dataset standardization, handling of missing/non-applicable values, prep for categorical encoding, and the addition of benchmarking metrics. Iteratively refined the notebook and project setup to a production-ready state.
May 2025
7 Commits • 1 Features
May 1, 2025May 2025 monthly summary for ksgeist/Merrimack_DSE6630. Delivered end-to-end pneumonia readmission analysis capability via the Demo_1MG.Rmd notebook, including data loading, cleaning, cross-dataset standardization, handling of missing/non-applicable values, prep for categorical encoding, and the addition of benchmarking metrics. Iteratively refined the notebook and project setup to a production-ready state.
Activity
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Quality Metrics
Correctness81.4%
Maintainability81.4%
Architecture68.4%
Performance66.2%
AI Usage24.6%
Skills & Technologies
Programming Languages
CSVRR Markdown
Technical Skills
Data AnalysisData CleaningData ImputationData InterpretationData PreprocessingData ValidationData VisualizationData WranglingDocumentationExploratory Data AnalysisMachine LearningPublic Health AnalyticsRR MarkdownR Programming
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