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Fran Barton

PROFILE

Fran Barton

Over five months, contributed to The-Strategy-Unit/data_science and nhp_inputs repositories by building data loading layers, presentation frameworks, and documentation improvements. Migrated lookup and parameter data from RDS to CSV using R and data wrangling techniques, which improved dashboard reliability and reduced latency. Developed reusable R Markdown and Quarto presentation assets to communicate technical solutions, such as Databricks integration and digital exclusion risk indices, supporting stakeholder engagement and onboarding. Enhanced R package development by implementing improved error messaging with the {cli} package. Maintained clear documentation and contributor visibility, leveraging Git and GitHub Actions to support governance and team collaboration.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

18Total
Bugs
0
Commits
18
Features
6
Lines of code
121,856
Activity Months5

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026 monthly summary for The-Strategy-Unit/data_science: Focused on improving contributor visibility and governance via documentation updates. Ensured up-to-date attribution for team members and supported onboarding and transparency.

March 2026

1 Commits • 1 Features

Mar 1, 2026

Concise monthly summary for 2026-03 focusing on deliverables in data_science repo The-Strategy-Unit/data_science. Delivered a Digital Exclusion Risk Index Presentation through a QMD, establishing the initial overview, purpose, potential impact, and exploration questions to guide stakeholder discussions. No major bug fixes were reported this month. This work improves business-facing communication around digital inclusion risk and sets a reusable framework for future risk-index presentations, supporting data-driven decision-making.

November 2025

1 Commits • 1 Features

Nov 1, 2025

Month: 2025-11 | Repository: The-Strategy-Unit/data_science | Focused on improving developer UX for R package development by enhancing error messaging using the {cli} package.

May 2025

14 Commits • 2 Features

May 1, 2025

May 2025 performance summary for The-Strategy-Unit/nhp_inputs: implemented a CSV-based data loading layer across lookup data and NEE parameters, improved NEE processing, and reduced dependency on RDS, delivering more reliable dashboards and faster data access.

March 2025

1 Commits • 1 Features

Mar 1, 2025

Concise monthly summary for 2025-03 focusing on business value and technical achievements in the data_science repository. Delivered presentation materials for the Databricks integration with the sconn package, aligned for stakeholder demos and onboarding. No major bugs fixed this month; emphasis on knowledge transfer and documentation to accelerate adoption and reduce support load.

Activity

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Quality Metrics

Correctness93.2%
Maintainability93.2%
Architecture86.8%
Performance85.4%
AI Usage21.2%

Skills & Technologies

Programming Languages

CSVJSONMarkdownRShellYAML

Technical Skills

Data FormattingData HandlingData LoadingData ManagementData ManipulationData ProcessingData ScienceData TransformationData VisualizationData WranglingDatabricksGitGitHub ActionsPresentation DevelopmentR

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

The-Strategy-Unit/nhp_inputs

May 2025 May 2025
1 Month active

Languages Used

CSVR

Technical Skills

Data FormattingData HandlingData LoadingData ManagementData ManipulationData Processing

The-Strategy-Unit/data_science

Mar 2025 Apr 2026
4 Months active

Languages Used

MarkdownRJSONShellYAML

Technical Skills

Data ScienceDatabricksPresentation DevelopmentR package developmentdata visualizationpresentation design