
In May 2025, Alex Detmer developed an exploratory data visualization feature for the lter/lterwg-caged repository, enabling researchers to compare beta dispersion treatment effects across aquatic and terrestrial ecotypes. Using R, dplyr, and ggplot2, Alex implemented a boxplot that visualizes mean differences in beta dispersion between caged and uncaged treatments, with data aggregation updated to accurately separate ecotypes via the aq.or.terr variable. This work improved the clarity and interpretability of treatment effects, supporting more efficient exploratory analysis and downstream reporting. All changes were version-controlled, reflecting a focused, well-scoped contribution that enhanced the project’s data readiness and analytical capabilities.

May 2025 (2025-05) – lter/lterwg-caged Key features delivered - Beta dispersion treatment visualization across ecotypes: added a boxplot comparing mean difference in beta dispersion between caged and uncaged treatments, differentiated by aquatic vs terrestrial ecotypes. - Data aggregation updates: included aq.or.terr variable for accurate ecotype separation. - Visualization improvements: introduced a new ggplot for streamlined exploratory analysis and communication of ecotype-specific treatment effects. Major bugs fixed - No major bugs reported this month. Overall impact and accomplishments - Enabled researchers to compare ecotype-specific treatment effects on beta dispersion more effectively, supporting faster interpretation and informed decision-making. - Improved data readiness for downstream analyses and reporting through ecotype-aware aggregation. Technologies/skills demonstrated - R, ggplot2, data wrangling and aggregation, exploratory data visualization, version control and traceability (commit: bfc331c3574fc5e28eddc9a497f0d93916c6961a). Top achievements - Implemented aquatic vs terrestrial beta dispersion visualization via a new boxplot across ecotypes. - Updated data aggregation to include aq.or.terr for accurate ecotype differentiation. - Introduced a new ggplot visualization to support interpretation of treatment effects by ecotype. - All changes captured in commit bfc331c3574fc5e28eddc9a497f0d93916c6961a.
May 2025 (2025-05) – lter/lterwg-caged Key features delivered - Beta dispersion treatment visualization across ecotypes: added a boxplot comparing mean difference in beta dispersion between caged and uncaged treatments, differentiated by aquatic vs terrestrial ecotypes. - Data aggregation updates: included aq.or.terr variable for accurate ecotype separation. - Visualization improvements: introduced a new ggplot for streamlined exploratory analysis and communication of ecotype-specific treatment effects. Major bugs fixed - No major bugs reported this month. Overall impact and accomplishments - Enabled researchers to compare ecotype-specific treatment effects on beta dispersion more effectively, supporting faster interpretation and informed decision-making. - Improved data readiness for downstream analyses and reporting through ecotype-aware aggregation. Technologies/skills demonstrated - R, ggplot2, data wrangling and aggregation, exploratory data visualization, version control and traceability (commit: bfc331c3574fc5e28eddc9a497f0d93916c6961a). Top achievements - Implemented aquatic vs terrestrial beta dispersion visualization via a new boxplot across ecotypes. - Updated data aggregation to include aq.or.terr for accurate ecotype differentiation. - Introduced a new ggplot visualization to support interpretation of treatment effects by ecotype. - All changes captured in commit bfc331c3574fc5e28eddc9a497f0d93916c6961a.
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