
Contributed to the Public-Health-Scotland/list-localities-profiles repository by building and refining data processing and reporting pipelines over four months. Focused on stabilizing CSV-to-RDS conversions, aligning population data with the latest estimates, and improving the accuracy of time-trend analyses. Applied R programming, R Markdown, and data.table to enhance data fidelity, streamline reporting, and ensure consistent variable naming across scripts and reports. Addressed bugs in file path resolution and plot labeling, while refactoring code for maintainability and clarity. The work resulted in more reliable outputs for stakeholders, reduced technical debt, and improved the overall robustness of the locality profiles data pipeline.
October 2025 monthly summary for Public-Health-Scotland/list-localities-profiles focusing on delivering data processing capability and robust plotting reliability.
October 2025 monthly summary for Public-Health-Scotland/list-localities-profiles focusing on delivering data processing capability and robust plotting reliability.
April 2025: Delivered key improvements to the Public-Health-Scotland/list-localities-profiles repository, focusing on Unscheduled Care reporting alignment and locality-profile consistency. Implemented data consistency improvements, standardized variable naming, and tightened references in R Markdown to ensure accurate reporting of latest PPA and psychiatric hospitalization rates. Fixed and aligned reporting references across summary tables and the main locality profile report, reducing maintenance overhead and increasing reliability of outputs used by stakeholders.
April 2025: Delivered key improvements to the Public-Health-Scotland/list-localities-profiles repository, focusing on Unscheduled Care reporting alignment and locality-profile consistency. Implemented data consistency improvements, standardized variable naming, and tightened references in R Markdown to ensure accurate reporting of latest PPA and psychiatric hospitalization rates. Fixed and aligned reporting references across summary tables and the main locality profile report, reducing maintenance overhead and increasing reliability of outputs used by stakeholders.
January 2025 monthly summary for Public-Health-Scotland/list-localities-profiles. Focused on aligning data processing with the latest population data, improving reporting clarity, and fixing time-trend data accuracy. Delivered changes that enhance data fidelity, reporting quality, and testing reliability across the locality profiles pipeline.
January 2025 monthly summary for Public-Health-Scotland/list-localities-profiles. Focused on aligning data processing with the latest population data, improving reporting clarity, and fixing time-trend data accuracy. Delivered changes that enhance data fidelity, reporting quality, and testing reliability across the locality profiles pipeline.
Monthly work summary for 2024-12 focused on stabilizing the data processing pipeline in Public-Health-Scotland/list-localities-profiles. Delivered a targeted bug fix to the R script used for Services data CSV to RDS conversion, improving reliability of data access and conversion; ensured correct lp_path handling within Services/DATA, enabling consistent rendering and downstream use.
Monthly work summary for 2024-12 focused on stabilizing the data processing pipeline in Public-Health-Scotland/list-localities-profiles. Delivered a targeted bug fix to the R script used for Services data CSV to RDS conversion, improving reliability of data access and conversion; ensured correct lp_path handling within Services/DATA, enabling consistent rendering and downstream use.

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