From 2a11c26bd498eb55deaaba2690041eda8294768b Mon Sep 17 00:00:00 2001 From: hurtbadly Date: Mon, 19 May 2025 01:28:00 +0530 Subject: [PATCH] Added org analytics --- .../posts/analytics_2025-04-30_185729.log | 142 ++++ .../contributor_summary_2025-04-30_190055.csv | 78 ++ JuliaHealthBlog/posts/dashboard.png | Bin 0 -> 271048 bytes .../posts/issue_status_top_repos.png | Bin 0 -> 186211 bytes .../posts/overall_commit_activity.png | Bin 0 -> 100856 bytes .../posts/overall_issue_distribution_pie.png | Bin 0 -> 60040 bytes .../posts/pull_request_summary.png | Bin 0 -> 102653 bytes .../repository_metrics_2025-04-30_190055.csv | 54 ++ .../posts/summary_2025-04-30_190058.txt | 53 ++ JuliaHealthBlog/posts/top_contributors.png | Bin 0 -> 163098 bytes .../posts/top_repos_by_monthly_commits.png | Bin 0 -> 118486 bytes JuliaHealthBlog/posts/top_repos_by_stars.png | Bin 0 -> 153841 bytes .../posts/verbose-analysis-post.qmd | 101 +++ docs/JuliaHealthBlog/index.html | 55 +- docs/JuliaHealthBlog/posts/dashboard.png | Bin 0 -> 271048 bytes .../posts/issue_status_top_repos.png | Bin 0 -> 186211 bytes .../posts/overall_commit_activity.png | Bin 0 -> 100856 bytes .../posts/overall_issue_distribution_pie.png | Bin 0 -> 60040 bytes .../posts/pull_request_summary.png | Bin 0 -> 102653 bytes .../posts/top_contributors.png | Bin 0 -> 163098 bytes .../posts/top_repos_by_monthly_commits.png | Bin 0 -> 118486 bytes .../posts/top_repos_by_stars.png | Bin 0 -> 153841 bytes .../posts/verbose-analysis-post.html | 763 ++++++++++++++++++ docs/listings.json | 1 + docs/search.json | 9 +- ...p-1a941ba53de54fd32606c4de22292d93.min.css | 12 + 26 files changed, 1255 insertions(+), 13 deletions(-) create mode 100644 JuliaHealthBlog/posts/analytics_2025-04-30_185729.log create mode 100644 JuliaHealthBlog/posts/contributor_summary_2025-04-30_190055.csv create mode 100644 JuliaHealthBlog/posts/dashboard.png create mode 100644 JuliaHealthBlog/posts/issue_status_top_repos.png create mode 100644 JuliaHealthBlog/posts/overall_commit_activity.png create mode 100644 JuliaHealthBlog/posts/overall_issue_distribution_pie.png create mode 100644 JuliaHealthBlog/posts/pull_request_summary.png create mode 100644 JuliaHealthBlog/posts/repository_metrics_2025-04-30_190055.csv create mode 100644 JuliaHealthBlog/posts/summary_2025-04-30_190058.txt create mode 100644 JuliaHealthBlog/posts/top_contributors.png create mode 100644 JuliaHealthBlog/posts/top_repos_by_monthly_commits.png create mode 100644 JuliaHealthBlog/posts/top_repos_by_stars.png create mode 100644 JuliaHealthBlog/posts/verbose-analysis-post.qmd create mode 100644 docs/JuliaHealthBlog/posts/dashboard.png create mode 100644 docs/JuliaHealthBlog/posts/issue_status_top_repos.png create mode 100644 docs/JuliaHealthBlog/posts/overall_commit_activity.png create mode 100644 docs/JuliaHealthBlog/posts/overall_issue_distribution_pie.png create mode 100644 docs/JuliaHealthBlog/posts/pull_request_summary.png create mode 100644 docs/JuliaHealthBlog/posts/top_contributors.png create mode 100644 docs/JuliaHealthBlog/posts/top_repos_by_monthly_commits.png create mode 100644 docs/JuliaHealthBlog/posts/top_repos_by_stars.png create mode 100644 docs/JuliaHealthBlog/posts/verbose-analysis-post.html create mode 100644 docs/site_libs/bootstrap/bootstrap-1a941ba53de54fd32606c4de22292d93.min.css diff --git a/JuliaHealthBlog/posts/analytics_2025-04-30_185729.log b/JuliaHealthBlog/posts/analytics_2025-04-30_185729.log new file mode 100644 index 0000000..5d2b3cd --- /dev/null +++ b/JuliaHealthBlog/posts/analytics_2025-04-30_185729.log @@ -0,0 +1,142 @@ +┌ Info: Starting metrics collection for JuliaHealth +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:286 +┌ Info: Found 53 repositories to process +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:293 +┌ Info: Processing repository 1/53: ARules.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 2/53: BioMedQuery.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 3/53: BlindingIndex.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 4/53: BloodFlowTrixi.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 5/53: CAOS.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 6/53: CloToP.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 7/53: CTakesParser.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 8/53: DateShifting.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 9/53: DiagnosisClassification.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 10/53: DICOM.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 11/53: DICOMClient.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 12/53: DICOMTree.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 13/53: EHRAuthentication.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 14/53: EpiJ +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 15/53: FHIRClient.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 16/53: FHIRClientJSON.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 17/53: FHIRClientXML.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 18/53: HealthBase.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 19/53: HealthMLBase.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 20/53: HealthSampleData.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 21/53: ICD_GEMs.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 22/53: IPUMS.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 23/53: ITKIOWrapp.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 24/53: ITKIOWrapper.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 25/53: juliahealth.github.io +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 26/53: juliahealth.github.io-previews +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 27/53: JuliaHealthBlog +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 28/53: JuliaHealthLLM +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 29/53: KomaMRI.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 30/53: MedEval3D.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 31/53: MedEye3d.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 32/53: MedImages.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 33/53: MedPipe3D.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 34/53: MedPipe3DTutorial +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 35/53: MTIWrapper.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 36/53: NCEI.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 37/53: NeuroAnalyzer.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 38/53: ObservationalHealthSubecosystemPaper +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 39/53: OHDSIAPI.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 40/53: OMOPCDMCohortCreator.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 41/53: OMOPCDMDatabaseConnector.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 42/53: OMOPCDMMetrics +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 43/53: OMOPCDMPathways.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 44/53: OMOPCDMPredictor +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 45/53: OMOPCommonDataModel.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 46/53: OMOPVocabMapper.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 47/53: PharmaceuticalClassification.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 48/53: PubChemCrawler.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 49/53: PubMedMiner.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 50/53: SMARTAppLaunch.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 51/53: SMARTBackendServices.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 52/53: Thunderbolt.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Processing repository 53/53: WrapperITKIO.jl +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296 +┌ Info: Finished collecting metrics for 53 repositories. +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:321 +┌ Info: Generating visualizations... +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:600 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_repos_by_stars.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_repos_by_monthly_commits.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/issue_status_top_repos.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/overall_commit_activity.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_contributors.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/overall_issue_distribution_pie.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Plot saved: juliahealth_analytics_2025-04-30/pull_request_summary.png +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349 +┌ Info: Visualizations generated in juliahealth_analytics_2025-04-30 +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:612 +┌ Info: Exporting metrics to CSV +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:619 +┌ Info: Repository metrics saved to juliahealth_analytics_2025-04-30/repository_metrics_2025-04-30_190055.csv +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:655 +┌ Info: Contributor summary saved to juliahealth_analytics_2025-04-30/contributor_summary_2025-04-30_190055.csv +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:670 +┌ Info: Generating Markdown summary +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:682 +┌ Info: Markdown summary saved to juliahealth_analytics_2025-04-30/summary_2025-04-30_190058.md +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:771 +┌ Info: Analysis completed successfully for 53 repositories. +└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:790 diff --git a/JuliaHealthBlog/posts/contributor_summary_2025-04-30_190055.csv b/JuliaHealthBlog/posts/contributor_summary_2025-04-30_190055.csv new file mode 100644 index 0000000..70ae755 --- /dev/null +++ b/JuliaHealthBlog/posts/contributor_summary_2025-04-30_190055.csv @@ -0,0 +1,78 @@ +contributor,total_commits +AdamWysokinski,2228 +cncastillo,1027 +jakubMitura14,795 +pvillacorta,673 +DilumAluthge,643 +beorostica,549 +mirestrepo,468 +mcmcgrath13,268 +TheCedarPrince,197 +paulstey,188 +yolhan83,182 +termi-official,127 +notZaki,113 +Nosferican,96 +rkierulf,95 +divital-coder,73 +jagiellonczyk14,68 +Stockless,53 +ParamThakkar123,47 +Jay-sanjay,41 +jasonk33,34 +InterdisciplinaryPhysicsTeam,33 +Mounika-Thakkallapally,28 +github-actions[bot],27 +gsahonero,27 +dependabot[bot],25 +curtcorum,24 +devmotion,21 +fdekerme,20 +timholy,20 +AshlinHarris,17 +ibacher,15 +vsaase,13 +pitmonticone,10 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Visualizing the JuliaHealth Ecosystem: An Updated GitHub Analysis

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julia
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healthcare
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analytics
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community
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open source
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+ Exploring repository metrics, development activity, and community engagement within the JuliaHealth organization using automated analytics. +
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Author
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JuliaHealth Community (Leader JacobZelko, Contributor Divyansh Goyal)

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Published
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April 30, 2025

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Introduction

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The JuliaHealth organization on GitHub is a cornerstone of the Julia ecosystem, providing a suite of essential packages for healthcare research, bioinformatics, and medical data analysis. Understanding the dynamics of this organization—how its projects are evolving, how actively they are maintained, and how the community engages—is crucial for users and contributors alike.

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This post presents an automated analysis of the JuliaHealth organization, leveraging a custom Julia script to fetch data directly from the GitHub API. We’ll explore a series of visualizations generated by this script, offering insights into repository popularity, development velocity, issue management, contributor activity, and pull request handling across the ecosystem.

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Repository Popularity: Stars

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Top Repositories by Stars
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GitHub stars often serve as a proxy for repository visibility and community interest. This bar chart showcases the top repositories within JuliaHealth, sorted by their star count.

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  • Observations: We typically see a power-law distribution, where a few key repositories garner a significant portion of the stars, indicating their status as flagship or widely-used packages within the ecosystem. The steelblue bars clearly rank the repositories, highlighting those with the broadest community recognition. A long tail of repositories with fewer stars suggests a diverse ecosystem supporting various niche applications.
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Recent Development Activity: Monthly Commits

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Top Repositories by Monthly Commits
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To gauge recent development intensity, we look at the number of commits made in the last 30 days for the most active repositories.

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  • Observations: The darkgreen bars represent the commit volume for the top repositories in terms of recent activity. Spikes in specific repositories might indicate active feature development, refactoring, or release preparation phases. Repositories with consistent, moderate bars suggest steady maintenance and ongoing improvements. This view helps identify where current development efforts are concentrated.
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Issue Management Status

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Issue Status for Top Repositories
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Effective issue management is vital for project health. This plot compares the number of open (indianred) versus closed (royalblue) issues for the repositories with the most open issues.

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  • Observations: The grouped bars allow for a direct comparison within each repository. A large red bar relative to the blue bar might indicate a growing backlog or areas needing more maintenance attention. Conversely, a dominant blue bar suggests effective issue resolution and active maintenance. This visualization provides a snapshot of the maintenance load and responsiveness across key projects.
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Top Contributors

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Top Contributors by Total Commits
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Open source projects thrive on community contributions. This chart identifies the individuals who have contributed the most commits across all repositories within JuliaHealth during the analyzed period (typically the last 12 months for commit history).

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  • Observations: The descending purple bars show the distribution of contributions. Often, a small group of core contributors accounts for a large portion of the commits, highlighting their crucial role. The length of the tail indicates the breadth of community involvement. This helps recognize key maintainers and understand the structure of the contributor base.
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Overall Issue Health: Open vs. Closed

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Overall Issue Distribution
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This pie chart provides a high-level overview of the issue status aggregated across all repositories analyzed within JuliaHealth.

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  • Observations: The chart shows the proportion of currently open issues (indianred) compared to resolved issues (royalblue). A larger blue slice generally indicates a healthy state of maintenance where issues are being addressed effectively relative to the rate at which they are opened. This gives a quick gut check on the overall responsiveness of the organization to reported problems and feature requests.
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Pull Request Summary

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Pull Request Summary
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Pull Requests (PRs) are central to collaborative development. This composite visualization provides key statistics and a status breakdown for PRs across the organization.

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  • Observations: +
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    • Text Summary (Left): This box provides quick totals for open, merged, and closed (but not merged) PRs. It also shows the calculated average time it takes for PRs to be merged across repositories that have merge data, offering insight into review velocity.
      • +
    • PR Status Distribution (Right): The pie chart breaks down the current state of all PRs considered: Open (orange), Merged (darkgreen), and Closed without merging (firebrick). This complements the issue distribution by showing the flow of proposed changes and the efficiency of the review process.
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Key Insights from the Analysis

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Based on the generated visualizations and underlying data, we can draw several conclusions about the JuliaHealth ecosystem:

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  1. Active Core & Diverse Ecosystem: There are clearly identifiable core packages with high visibility (stars) and often significant development activity, alongside a wide range of specialized packages.
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  2. Ongoing Development & Maintenance: The commit activity and issue resolution metrics suggest that many repositories receive consistent attention, indicating healthy maintenance practices overall.
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  3. Engaged Community: The presence of numerous contributors and the volume of issues and PRs point towards an active user and developer community engaging with the projects.
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  4. Transparency via Metrics: Tools like this script provide valuable, data-driven insights into the state and evolution of the organization, useful for maintainers, contributors, and users.
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Data Availability

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The detailed metrics used for these visualizations, including per-repository stats and contributor summaries, are also exported to CSV files during the script’s execution. These allow for deeper, custom analyses:

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  • repository_metrics_[timestamp].csv
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  • contributor_summary_[timestamp].csv
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Conclusion

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This automated analysis paints a picture of JuliaHealth as a dynamic and generally well-maintained open-source organization. The visualizations highlight areas of intense activity, repositories with significant community adoption, and the overall positive trend of development and issue management. While individual repositories have different life cycles and activity levels, the ecosystem as a whole appears robust and continues to be a vital resource for healthcare computing within the Julia language.

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Disclaimer: This analysis reflects a snapshot of the JuliaHealth organization based on data retrieved from the GitHub API around the date mentioned above. Metrics like commit counts, issue status, and contributor activity are constantly evolving.

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Citation

BibTeX citation:
@online{community_(leader_jacobzelko,_contributor_divyansh_goyal)2025,
+  author = {Community (Leader JacobZelko, Contributor Divyansh Goyal),
+    JuliaHealth},
+  title = {Visualizing the {JuliaHealth} {Ecosystem:} {An} {Updated}
+    {GitHub} {Analysis}},
+  date = {2025-04-30},
+  langid = {en}
+}
+
For attribution, please cite this work as:
+Community (Leader JacobZelko, Contributor Divyansh Goyal), JuliaHealth. +2025. “Visualizing the JuliaHealth Ecosystem: An Updated GitHub +Analysis.” April 30, 2025. +
+ + +
+
+
+
+

Copyright 2024-25, JuliaHealth.

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+
+ + + + + \ No newline at end of file diff --git a/docs/listings.json b/docs/listings.json index 9a9823d..5fd112d 100644 --- a/docs/listings.json +++ b/docs/listings.json @@ -2,6 +2,7 @@ { "listing": "/JuliaHealthBlog/index.html", "items": [ + "/JuliaHealthBlog/posts/verbose-analysis-post.html", "/JuliaHealthBlog/posts/indu-plp-part3/plp-part3.html", "/JuliaHealthBlog/posts/indu-plp-part2/plp-part2.html", "/JuliaHealthBlog/posts/indu-plp-part1/plp-part1.html", diff --git a/docs/search.json b/docs/search.json index b7e2da6..0d41b78 100644 --- a/docs/search.json +++ b/docs/search.json @@ -319,7 +319,7 @@ "href": "JuliaHealthBlog/index.html", "title": "Welcome to the JuliaHealthBlog! 👋", "section": "", - "text": "Welcome to the JuliaHealthBlog! 👋\n\n\n\n\n\n\n\n \n \n \n Order By\n Default\n \n Title\n \n \n Date - Oldest\n \n \n Date - Newest\n \n \n Author\n \n \n \n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 3: Lessons Learned, Key Challenges, and What Comes Next\n\n\n\n\n\nReflections on building an end-to-end PLP pipeline in Julia tools - lessons learned, current challenges, and future directions.\n\n\n\n\n\nApr 21, 2025\n\n\nKosuri Lakshmi Indu\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 2: From Raw Clinical Data to Predictive Models\n\n\n\n\n\nPart 2 of the PLP-Pipeline blog series – how we preprocess OMOP CDM data, extract features, and train ML models using Julia tools\n\n\n\n\n\nApr 20, 2025\n\n\nKosuri Lakshmi Indu\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 1: From Research Question to Cohort Construction\n\n\n\n\n\nKicking off the PLP-Pipeline blog series - how we define research questions and construct cohorts using OMOP CDM and Julia tools.\n\n\n\n\n\nApr 12, 2025\n\n\nKosuri Lakshmi Indu\n\n\n10 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Adding dataset-wide functions and integrations of augmentations\n\n\n\n\n\nMedPipe3D - Medical segmentation pipeline with dataset-wide functions and augmentations.\n\n\n\n\n\nNov 3, 2024\n\n\nJan Zubik\n\n\n32 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Adding functionalities to medical imaging visualizations\n\n\n\n\n\nA summary of my project for Google Summer of Code - 2024\n\n\n\n\n\nNov 1, 2024\n\n\nDivyansh Goyal\n\n\n17 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC Co-Mentoring Experience\n\n\n\n\n\nMy experience as a GSoC co-mentor within JuliaHealth\n\n\n\n\n\nSep 12, 2024\n\n\nMounika Thakkallapally\n\n\n5 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Developing Tooling for Observational Health Research in Julia\n\n\n\n\n\nA summary of my project for Google Summer of Code - 2024\n\n\n\n\n\nSep 7, 2024\n\n\nJay Sanjay Landge\n\n\n19 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Enhancements to KomaMRI.jl GPU Support\n\n\n\n\n\nA summary of my project for Google Summer of Code\n\n\n\n\n\nAug 30, 2024\n\n\nRyan Kierulf\n\n\n15 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: IPUMS.jl Small Project\n\n\n\n\n\nA summary of my project for Google Summer of Code\n\n\n\n\n\nAug 26, 2024\n\n\nMichela Rocchetti\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nDummy Post\n\n\n\n\n\nPost description\n\n\n\n\n\nJun 22, 2024\n\n\nFoobar\n\n\n1 min\n\n\n\n\n\n\nNo matching items\n\nCitationBibTeX citation:@online{untitled,\n author = {},\n langid = {en}\n}\nFor attribution, please cite this work as:\nn.d." + "text": "Welcome to the JuliaHealthBlog! 👋\n\n\n\n\n\n\n\n \n \n \n Order By\n Default\n \n Title\n \n \n Date - Oldest\n \n \n Date - Newest\n \n \n Author\n \n \n \n\n\n\n\n\n\n\n\n\n\nVisualizing the JuliaHealth Ecosystem: An Updated GitHub Analysis\n\n\n\n\n\nExploring repository metrics, development activity, and community engagement within the JuliaHealth organization using automated analytics.\n\n\n\n\n\nApr 30, 2025\n\n\nJuliaHealth Community (Leader JacobZelko, Contributor Divyansh Goyal)\n\n\n6 min\n\n\n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 3: Lessons Learned, Key Challenges, and What Comes Next\n\n\n\n\n\nReflections on building an end-to-end PLP pipeline in Julia tools - lessons learned, current challenges, and future directions.\n\n\n\n\n\nApr 21, 2025\n\n\nKosuri Lakshmi Indu\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 2: From Raw Clinical Data to Predictive Models\n\n\n\n\n\nPart 2 of the PLP-Pipeline blog series – how we preprocess OMOP CDM data, extract features, and train ML models using Julia tools\n\n\n\n\n\nApr 20, 2025\n\n\nKosuri Lakshmi Indu\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nPLP-Pipeline Series Part 1: From Research Question to Cohort Construction\n\n\n\n\n\nKicking off the PLP-Pipeline blog series - how we define research questions and construct cohorts using OMOP CDM and Julia tools.\n\n\n\n\n\nApr 12, 2025\n\n\nKosuri Lakshmi Indu\n\n\n10 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Adding dataset-wide functions and integrations of augmentations\n\n\n\n\n\nMedPipe3D - Medical segmentation pipeline with dataset-wide functions and augmentations.\n\n\n\n\n\nNov 3, 2024\n\n\nJan Zubik\n\n\n32 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Adding functionalities to medical imaging visualizations\n\n\n\n\n\nA summary of my project for Google Summer of Code - 2024\n\n\n\n\n\nNov 1, 2024\n\n\nDivyansh Goyal\n\n\n17 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC Co-Mentoring Experience\n\n\n\n\n\nMy experience as a GSoC co-mentor within JuliaHealth\n\n\n\n\n\nSep 12, 2024\n\n\nMounika Thakkallapally\n\n\n5 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Developing Tooling for Observational Health Research in Julia\n\n\n\n\n\nA summary of my project for Google Summer of Code - 2024\n\n\n\n\n\nSep 7, 2024\n\n\nJay Sanjay Landge\n\n\n19 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: Enhancements to KomaMRI.jl GPU Support\n\n\n\n\n\nA summary of my project for Google Summer of Code\n\n\n\n\n\nAug 30, 2024\n\n\nRyan Kierulf\n\n\n15 min\n\n\n\n\n\n\n\n\n\n\n\n\nGSoC ’24: IPUMS.jl Small Project\n\n\n\n\n\nA summary of my project for Google Summer of Code\n\n\n\n\n\nAug 26, 2024\n\n\nMichela Rocchetti\n\n\n8 min\n\n\n\n\n\n\n\n\n\n\n\n\nDummy Post\n\n\n\n\n\nPost description\n\n\n\n\n\nJun 22, 2024\n\n\nFoobar\n\n\n1 min\n\n\n\n\n\n\nNo matching items\n\nCitationBibTeX citation:@online{untitled,\n author = {},\n langid = {en}\n}\nFor attribution, please cite this work as:\nn.d." }, { "objectID": "JuliaHealthBlog/posts/JZubik-gsoc/GSoC_Jan_Zubik_MedPipe3D.html", @@ -733,5 +733,12 @@ "title": "Meeting Notes", "section": "Meeting Notes", "text": "Meeting Notes\n\nIntroductions\n\nDilum Aluthge – MD/PhD Student Brown University (BCBI), PumasAI\n\nJulia Community Involvement\n\nPkg\nGeneral Registry\nContinuous Integration\n\nJuliaHealth and beyond\n\nOriginally created JuliaHealth to bring people together in health\nBioJulia folks are a great source of inspiration for packages!\n\nBirds of a Feather!!! COME VISIT! – Friday July 28th, 4PM EST in Boston, MA!\n\nAsher Wasserman – Astronomy PhD, Data Scientist in BioTech\n\nJulia Community Involvement\n\nDifferential Equations\nOne off deployments\n\n\nFareeda Abdelazeez – GSoC JuliaHealth (First GSoC Student!!!!!)\n\nJulia Community Involvement\n\nObservational Health tooling JuliaHealth!\n\n\nKyle Beggs – Software Engineer in small Optics company, Finishing PhD in MechE\n\nJulia Community Involvement\n\nPDEs\nHemodynamics research focus\nTake advantage of these tools for imaging, segmentation\n\n\n\nWhat people are using Julia for in health research\n\nAsher: Cancer patient data\n\nPDFs and other data formats \n\nCDA documents\n\nHow to structure this ad hoc type of data into common data model\nDeveloping processes to automatically make these documents useful\nHow do we clean the data to match actual reality\nHow do we make this data actionable/useful\nCould match towards goals of OHDSI/observational health\n\nAnalyses at population level?\nOutcome propensity scores?\nPatient phenotype development?\n\nRole of Julia:\n\nMainly as a scripting language\nSupplement to a lot of SQL scripting (FunSQL discovered)\nPython is generally being deployed because of software devs\n\nHow to not crash AWS, etc.\n\nJulia deployment for risk (?)\nSurvival Analysis in Julia; lifelines in Python otherwise\n\n\nKyle: Vascular Surgical Planning\n\nUnobvious on where to place graft, etc – educated guesses\nCreating a tool to simulate operations\nWhy Julia?\n\nExisting tools are open source but really GUI-driven\nIntegration across ecosystem would be even better for hemodynamics in Julia\nGive a base to simulate the mechanics involved with this\n\nJuliaFEM, etc. \n\n\nMesh list methods\n\nPoint clouds\nMain application is within hemodynamics\n\n\nFareeda: JuliaHealth GSoC Student\n\nWorking on OMOP Common Data Model\nStandard model for observational health patient data\nDevelop infrastructure of JuliaHealth to work with OMOP CDM data\n\nImprove DBConnector\nOMOPCDMCohortCreator.jl – add tooling\nOHDSIAPI.jl – creating interfaces for ATHENA/ATLAS\n\nPatient Level Prediction tooling\n\nUsing MLJ algorithms\nAttempting to solve a research question\n\nEvaluate success of package\n\n\nStretch goals:\n\nCohort Quality and underlying data is “good”\nBuild support for OBDC connections\n\n\nOverlap with other organizations\n\nDoesn’t happen in a vacuum\nServing as a bridge between a bridge and a community between other groups\nWhat should be JuliaHealth?\n\nBringing together people \n\n\n\nSelected topics and state within the Julia ecosystem:\n\nObservational Health\nMedical Imaging\nMachine Learning and Health\nInteroperability Standards\nDrug Discovery\n\nStandard Interfaces\n\nJune 30th, 2023\nAttending:\nAgenda:\n\nNew member welcomes!\nPlanning JuliaHealth Birds of a Feather\n\nTopics?\nFacilitators?\nCreating actionable outcomes?\n\nOpen discussion on Julia Orgs, How Do You Manage Logistics?\nMisc topics\n\nJulia for Health Informatics Research & Bridging community organizations\n\nOpen Discussion on The Graphs Ecosystem\n\n\n\nNotes: \n\nNew members:\n\nZachary Christensen\n\nNeuroimaging research\nMD/PhD\n\nTrying to finish this year!!!\n\nLots of background work like in JuliaData\nWorks on making Julia interface\n\n\nAnnouncement: JuliaCon about 1 month away!\n\nWe have our own track: biology and medicine\nMany people working on different things\n\nJuliaHealth Birds of a Feather Discussion\n\nPossible Topics:\n\nNeural decoding \n\nInspired by MATLAB: http://www.readout.info \nSister organization: https://julianeuro.github.io/packages\n\nOMOP Tooling for Real World Data\nHow to start collaborations?\n\nMaybe grant collaborations?\nGetting access to datasets\n\nComing up with different research questions\n\n\nHow can we integrate across the community?\n\nWhat problem can we solve?\n\nBecome a community resource to point to packages\nDon’t need to keep recreating or developing new packages\n\nPackages could be applications built on top of a specific use case\nCombining old packages in new ways\n\n\n\n\n\nOpen discussion on Julia Orgs, How Do You Manage Logistics?\n\nHave multiple persons part of the organizations\nSharing meeting documentation\n\nShare Google Doc at the beginning or before a meeting in announcement\nPublish notes on website publicly\n\nPR to update the JuliaHealth website with new tab for meeting minutes\n\nACTION: Using HackMD to take notes going forward\nCopy and paste meeting minutes over to JuliaHealth PR to update at end of meetings\n\n\n\nConsistent APIs for JuliaHealth\n\nInitial first pass with HealthBase.jl: https://github.com/JuliaHealth/HealthBase.jl \nAs free as possible from niche\nCould become quickly overwhelming or run risk of bikeshedding\nArrayInterface is a learning example in this context\nLight dependency package is great with a well-described API \nHow to move forward and get momentum\n\nWithout it turning into a mess\n\nCommon ontologies: http://obofoundry.org \n\nJuliaHealth PR Reviews\n\nPR Checklist:\n\nPurpose\nReduce cognitive load\n\nJuliaHealth package forks: https://github.com/JuliaCI/PkgTemplates.jl \nACTION: Creating a template repository" + }, + { + "objectID": "JuliaHealthBlog/posts/verbose-analysis-post.html", + "href": "JuliaHealthBlog/posts/verbose-analysis-post.html", + "title": "Visualizing the JuliaHealth Ecosystem: An Updated GitHub Analysis", + "section": "", + "text": "Introduction\nThe JuliaHealth organization on GitHub is a cornerstone of the Julia ecosystem, providing a suite of essential packages for healthcare research, bioinformatics, and medical data analysis. Understanding the dynamics of this organization—how its projects are evolving, how actively they are maintained, and how the community engages—is crucial for users and contributors alike.\n\nThis post presents an automated analysis of the JuliaHealth organization, leveraging a custom Julia script to fetch data directly from the GitHub API. We’ll explore a series of visualizations generated by this script, offering insights into repository popularity, development velocity, issue management, contributor activity, and pull request handling across the ecosystem.\n\n\nRepository Popularity: Stars\n\n\n\nTop Repositories by Stars\n\n\nGitHub stars often serve as a proxy for repository visibility and community interest. This bar chart showcases the top repositories within JuliaHealth, sorted by their star count.\n\nObservations: We typically see a power-law distribution, where a few key repositories garner a significant portion of the stars, indicating their status as flagship or widely-used packages within the ecosystem. The steelblue bars clearly rank the repositories, highlighting those with the broadest community recognition. A long tail of repositories with fewer stars suggests a diverse ecosystem supporting various niche applications.\n\n\n\nRecent Development Activity: Monthly Commits\n\n\n\nTop Repositories by Monthly Commits\n\n\nTo gauge recent development intensity, we look at the number of commits made in the last 30 days for the most active repositories.\n\nObservations: The darkgreen bars represent the commit volume for the top repositories in terms of recent activity. Spikes in specific repositories might indicate active feature development, refactoring, or release preparation phases. Repositories with consistent, moderate bars suggest steady maintenance and ongoing improvements. This view helps identify where current development efforts are concentrated.\n\n\n\nIssue Management Status\n\n\n\nIssue Status for Top Repositories\n\n\nEffective issue management is vital for project health. This plot compares the number of open (indianred) versus closed (royalblue) issues for the repositories with the most open issues.\n\nObservations: The grouped bars allow for a direct comparison within each repository. A large red bar relative to the blue bar might indicate a growing backlog or areas needing more maintenance attention. Conversely, a dominant blue bar suggests effective issue resolution and active maintenance. This visualization provides a snapshot of the maintenance load and responsiveness across key projects.\n\n\n\nOrganization-Wide Commit Trends\n\n\n\nOverall Commit Activity Over Time\n\n\nAggregating commit data across all analyzed repositories allows us to see the overall development pulse of the organization over the past 12 months.\n\nObservations: The orange line tracks the total number of commits per month, while the red markers highlight the data points. This plot can reveal cyclical patterns (e.g., related to academic cycles or release schedules), periods of intense activity, or overall trends in development velocity for the organization as a whole. It helps understand the ecosystem’s collective rhythm.\n\n\n\nTop Contributors\n\n\n\nTop Contributors by Total Commits\n\n\nOpen source projects thrive on community contributions. This chart identifies the individuals who have contributed the most commits across all repositories within JuliaHealth during the analyzed period (typically the last 12 months for commit history).\n\nObservations: The descending purple bars show the distribution of contributions. Often, a small group of core contributors accounts for a large portion of the commits, highlighting their crucial role. The length of the tail indicates the breadth of community involvement. This helps recognize key maintainers and understand the structure of the contributor base.\n\n\n\nOverall Issue Health: Open vs. Closed\n\n\n\nOverall Issue Distribution\n\n\nThis pie chart provides a high-level overview of the issue status aggregated across all repositories analyzed within JuliaHealth.\n\nObservations: The chart shows the proportion of currently open issues (indianred) compared to resolved issues (royalblue). A larger blue slice generally indicates a healthy state of maintenance where issues are being addressed effectively relative to the rate at which they are opened. This gives a quick gut check on the overall responsiveness of the organization to reported problems and feature requests.\n\n\n\nPull Request Summary\n\n\n\nPull Request Summary\n\n\nPull Requests (PRs) are central to collaborative development. This composite visualization provides key statistics and a status breakdown for PRs across the organization.\n\nObservations:\n\nText Summary (Left): This box provides quick totals for open, merged, and closed (but not merged) PRs. It also shows the calculated average time it takes for PRs to be merged across repositories that have merge data, offering insight into review velocity.\nPR Status Distribution (Right): The pie chart breaks down the current state of all PRs considered: Open (orange), Merged (darkgreen), and Closed without merging (firebrick). This complements the issue distribution by showing the flow of proposed changes and the efficiency of the review process.\n\n\n\n\nKey Insights from the Analysis\nBased on the generated visualizations and underlying data, we can draw several conclusions about the JuliaHealth ecosystem:\n\nActive Core & Diverse Ecosystem: There are clearly identifiable core packages with high visibility (stars) and often significant development activity, alongside a wide range of specialized packages.\nOngoing Development & Maintenance: The commit activity and issue resolution metrics suggest that many repositories receive consistent attention, indicating healthy maintenance practices overall.\nEngaged Community: The presence of numerous contributors and the volume of issues and PRs point towards an active user and developer community engaging with the projects.\nTransparency via Metrics: Tools like this script provide valuable, data-driven insights into the state and evolution of the organization, useful for maintainers, contributors, and users.\n\n\n\nData Availability\nThe detailed metrics used for these visualizations, including per-repository stats and contributor summaries, are also exported to CSV files during the script’s execution. These allow for deeper, custom analyses:\n\nrepository_metrics_[timestamp].csv\ncontributor_summary_[timestamp].csv\n\n\n\nConclusion\nThis automated analysis paints a picture of JuliaHealth as a dynamic and generally well-maintained open-source organization. The visualizations highlight areas of intense activity, repositories with significant community adoption, and the overall positive trend of development and issue management. While individual repositories have different life cycles and activity levels, the ecosystem as a whole appears robust and continues to be a vital resource for healthcare computing within the Julia language.\n\nDisclaimer: This analysis reflects a snapshot of the JuliaHealth organization based on data retrieved from the GitHub API around the date mentioned above. Metrics like commit counts, issue status, and contributor activity are constantly evolving.\n\n\n\n\nCitationBibTeX citation:@online{community_(leader_jacobzelko,_contributor_divyansh_goyal)2025,\n author = {Community (Leader JacobZelko, Contributor Divyansh Goyal),\n JuliaHealth},\n title = {Visualizing the {JuliaHealth} {Ecosystem:} {An} {Updated}\n {GitHub} {Analysis}},\n date = {2025-04-30},\n langid = {en}\n}\nFor attribution, please cite this work as:\nCommunity (Leader JacobZelko, Contributor Divyansh Goyal), JuliaHealth.\n2025. “Visualizing the JuliaHealth Ecosystem: An Updated GitHub\nAnalysis.” April 30, 2025." } ] \ No newline at end of file diff --git a/docs/site_libs/bootstrap/bootstrap-1a941ba53de54fd32606c4de22292d93.min.css b/docs/site_libs/bootstrap/bootstrap-1a941ba53de54fd32606c4de22292d93.min.css new file mode 100644 index 0000000..a0b76ab --- /dev/null +++ b/docs/site_libs/bootstrap/bootstrap-1a941ba53de54fd32606c4de22292d93.min.css @@ -0,0 +1,12 @@ +/*! + * 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.navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-md .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-md .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-md .navbar-nav-scroll{overflow:visible}.navbar-expand-md .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-md .navbar-toggler{display:none}.navbar-expand-md .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1200px){.navbar-expand-xl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #545555;--bs-navbar-hover-color: rgba(31, 78, 182, 0.8);--bs-navbar-disabled-color: rgba(84, 85, 85, 0.75);--bs-navbar-active-color: #1f4eb6;--bs-navbar-brand-color: #545555;--bs-navbar-brand-hover-color: #1f4eb6;--bs-navbar-toggler-border-color: rgba(84, 85, 85, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%2310335b'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #93c0f1;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #10335b;--bs-accordion-active-bg: #d4e6f9}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:not(:first-of-type){border-top:0}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #2761e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #1f4eb6;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #1f4eb6;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color)}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #fff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static 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0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;-webkit-flex:1 1 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auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto 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.accordion-header{font-size:1.65rem}}.accordion .accordion-icon:not(:empty){margin-right:.75rem;display:flex}.accordion .accordion-button:not(.collapsed){box-shadow:none}.accordion 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#343a40;--quarto-scss-export-accordion-button-bg: #fff;--quarto-scss-export-accordion-button-active-bg: #d4e6f9;--quarto-scss-export-accordion-button-active-color: #10335b;--quarto-scss-export-accordion-button-focus-border-color: #93c0f1;--quarto-scss-export-accordion-icon-color: #343a40;--quarto-scss-export-accordion-icon-active-color: #10335b;--quarto-scss-export-tooltip-color: #fff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #343a40;--quarto-scss-export-popover-arrow-color: #fff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #fff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #fff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #fff;--quarto-scss-export-progress-bar-bg: #2780e3;--quarto-scss-export-list-group-color: #343a40;--quarto-scss-export-list-group-bg: #fff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #2780e3;--quarto-scss-export-list-group-active-color: #fff;--quarto-scss-export-list-group-active-border-color: #2780e3;--quarto-scss-export-list-group-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-disabled-bg: #fff;--quarto-scss-export-list-group-action-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #343a40;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #fff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #fff;--quarto-scss-export-carousel-indicator-active-bg: #fff;--quarto-scss-export-carousel-caption-color: #fff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #fff;--quarto-scss-export-offcanvas-color: #343a40;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #fff;--quarto-scss-export-kbd-bg: #343a40;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #f8f9fa;--quarto-scss-export-bslib-page-sidebar-title-color: #000;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-sidebar-color: #545555;--quarto-scss-export-sidebar-hover-color: rgba(31, 78, 182, 0.8);--quarto-scss-export-sidebar-disabled-color: rgba(84, 85, 85, 0.75);--quarto-scss-export-valuebox-bg-primary: #5397e9;--quarto-scss-export-valuebox-bg-secondary: #343a40;--quarto-scss-export-valuebox-bg-success: #3aa716;--quarto-scss-export-valuebox-bg-info: rgba(153, 84, 187, 0.7019607843);--quarto-scss-export-valuebox-bg-warning: #fa6400;--quarto-scss-export-valuebox-bg-danger: rgba(255, 0, 57, 0.7019607843);--quarto-scss-export-valuebox-bg-light: #f8f9fa;--quarto-scss-export-valuebox-bg-dark: #343a40;--quarto-scss-export-mermaid-bg-color: #fff;--quarto-scss-export-mermaid-edge-color: #343a40;--quarto-scss-export-mermaid-node-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color--lighter: #4b545c;--quarto-scss-export-mermaid-fg-color--lightest: #626d78;--quarto-scss-export-mermaid-label-bg-color: #fff;--quarto-scss-export-mermaid-label-fg-color: #2780e3;--quarto-scss-export-mermaid-node-bg-color: rgba(39, 128, 227, 0.1);--quarto-scss-export-code-block-border-left-color: #dee2e6;--quarto-scss-export-callout-color-note: #2780e3;--quarto-scss-export-callout-color-tip: #3fb618;--quarto-scss-export-callout-color-important: #ff0039;--quarto-scss-export-callout-color-caution: #f0ad4e;--quarto-scss-export-callout-color-warning: #ff7518} \ No newline at end of file

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