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Fran Barton

PROFILE

Fran Barton

Over a two-month period, this developer enhanced data workflows across The-Strategy-Unit/nhp_inputs and data_science repositories. They migrated internal data sources from RDS to CSV, centralizing data loading with R and the read_csv function to improve dashboard reliability and reduce operational risk. Their work included refining NEE data processing by transforming percentage values and optimizing column selection for performance. In the data_science repository, they developed presentation materials in R Markdown to support Databricks integration with the sconn package, focusing on knowledge transfer and onboarding. Their contributions emphasized data management, transformation, and clear documentation, supporting both technical and stakeholder needs.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

15Total
Bugs
0
Commits
15
Features
3
Lines of code
7,065
Activity Months2

Work History

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

Correctness92.0%
Maintainability93.2%
Architecture85.4%
Performance84.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSVMarkdownR

Technical Skills

Data FormattingData HandlingData LoadingData ManagementData ManipulationData ProcessingData ScienceData TransformationData VisualizationData WranglingDatabricksPresentation DevelopmentRR ProgrammingR package development

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 Mar 2025
1 Month active

Languages Used

MarkdownR

Technical Skills

Data ScienceDatabricksPresentation DevelopmentR package development