Demographydash
C 66 completed
Other
containerized / r · small
103
Files
13,861
LOC
0
Frameworks
5
Languages
Pipeline State
completedRun ID
#1237381Phase
doneProgress
0%Started
2026-04-15 19:29:24Finished
2026-04-15 19:29:24LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
40.47Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:28Deduplication group #51636
Member of a group with 37 similar repo(s) — canonical #1208548 view group →
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
AI Prompt
Create a Shiny web application for demographic analysis that allows users to download WPP data and perform demographic projections. The app should be user-friendly enough for people unfamiliar with R. I need the structure to support modules for displaying plots and tables, handling forecasts, managing navigation, and rendering different UI pages. Please ensure it can be containerized using Docker.
r shiny web-app demographics data-analysis docker visualization
Generated by gemma4:latest
Catalog Information
Create a Shiny web application for demographic analysis that allows users to download WPP data and perform demographic projections. The app should be user-friendly enough for people unfamiliar with R. I need the structure to support modules for displaying plots and tables, handling forecasts, managing navigation, and rendering different UI pages. Please ensure it can be containerized using Docker.
Tags
r shiny web-app demographics data-analysis docker visualization
Quality Score
C
65.7/100
Structure
53
Code Quality
76
Documentation
55
Testing
50
Practices
75
Security
92
Dependencies
50
Strengths
- Consistent naming conventions (snake_case)
- Good security practices — no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- No CI/CD configuration — manual testing and deployment
- 555 duplicate lines detected — consider DRY refactoring
- 4 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
Languages
Frameworks
None detected
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