Econlabppe

C 61 completed
Other
unknown / markdown · small
107
Files
12,704
LOC
0
Frameworks
8
Languages

Pipeline State

completed
Run ID
#298975
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
31.40
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47250
Member of a group with 2 similar repo(s) — canonical #110064 view group →
Top concepts (5)
Repositorydata_accessEducationalAnalyticsFile Management
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/

AI Prompt

Create a comprehensive learning platform structure, similar to EconLab PPE, designed to take students from theoretical economics to practical job-market skills. The platform should structure learning across 22 weeks, covering tools like Excel, SQL, Python (with Pandas/Time Series), R (with ggplot2), and BI tools like Power BI/Tableau. I need to organize the content into distinct modules, with dedicated folders for assignments, a curriculum guide, and a cookbook of reusable code snippets. Please ensure the structure supports tracking progress in a personal member folder and includes markdown files for documentation like the README and Curriculum.md.
python markdown data-science education curriculum web-app learning-platform sql r excel
Generated by gemma4:latest

Catalog Information

EconLab PPE is a learning platform that takes students from theoretical economics to practical application, teaching them to run code, analyze real data, and speak the language of the job market.

Description

EconLab PPE is an educational project designed for undergraduate economics students. It aims to bridge the gap between theoretical knowledge and practical skills by providing a structured learning path with hands-on exercises and projects. The platform covers various tools and techniques, including Excel, SQL, Python, R, Power BI, and Tableau, to equip students with the necessary skills to analyze data, create visualizations, and make informed decisions.

الوصف

هو مشروع تعليمي مصمم لطلاب الاقتصاد في المرحلة الجامعية. يهدف إلى填 الفتحة بين المعرفة النظرية والمهارات العملية من خلال مسار التعلم المخطط بشكل دقيق مع تمارين و مشاريع عملية. يشمل المشروع أدوات ومفاهيم متعددة، بما في ذلك إكسل، SQL، بايثون، آر، بワير بي، وتابلو، لتدريب الطلاب على تحليل البيانات، إنشاء رسومات مرئية، وتخذ القرارات المثبتة.

Novelty

5/10

Tags

data-analysis visualization machine-learning economics statistics programming

Technologies

matplotlib numpy pandas plotly scikit-learn

Quality Score

C
61.2/100
Structure
53
Code Quality
75
Documentation
65
Testing
15
Practices
66
Security
100
Dependencies
80

Strengths

  • CI/CD pipeline configured (github_actions)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.3h
Tech Debt (A)
High
DORA Rating
A
OWASP (100%)
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
PASS
Quality Gate
A
Risk (1)
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
83.4%
python
6.0%
css
5.3%
javascript
2.1%
yaml
2.1%
scss
0.9%
text
0.1%
html
0.0%

Frameworks

None detected

Symbols

variable44
function29
constant12

Concepts (5)

Repobility (https://repobility.com) — every score reproducible
CategoryNameDescriptionConfidence
All rows scored by the Repobility analyzer (https://repobility.com)
design_patternRepositoryFound repository-named files80%
arch_layerdata_accessDetected data_access layer70%
auto_categoryEducationaleducational60%
business_logicAnalyticsDetected from 9 related files50%
business_logicFile ManagementDetected from 4 related files50%

Quality Timeline

1 quality score recorded.

View File Metrics
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.

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![Quality](https://repos.aljefra.com/badge/22774.svg)
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Export Quality CSVDownload SBOMExport Findings CSV

BinComp Dependency Hardening

All packages →
3 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nrequests2.33.1 · 0 gadgets · risk 3687.0Fnumpy2.4.4 · 6,596 gadgets · risk 0.0Fpandas3.0.2 · 6,381 gadgets · risk 0.0