MuseumSpark
A Museum Trip Planning Application
Summary
Based on the detailed README, here's a comprehensive technical summary of MuseumSpark: MuseumSpark is an innovative data-driven travel planning platform specifically designed for art enthusiasts, transforming the Walker Art Center Reciprocal Program museum roster into a sophisticated, enriched museum discovery and planning system. The project leverages a multi-phase data enrichment pipeline utilizing Python, React, and advanced web scraping techniques to systematically collect, validate, and augment museum metadata from sources like Wikidata, Wikipedia, and museum websites, with the ultimate goal of creating a comprehensive, intelligent museum browsing and travel planning experience. The architecture is modular and scalable, featuring JSON Schema validation, automated data quality checks, and a phased roadmap that progressively adds complexity—from basic museum indexing to advanced AI-powered personalized travel recommendations. Unique differentiators include its structured approach to data enrichment, granular museum scoring methodology, and the vision to transform a simple museum directory into an intelligent, context-aware travel companion for art lovers across North America. The project is currently in early development (Phase 0-1), with an ambitious roadmap that includes expert scoring, AI-assisted content generation, and a full-featured interactive platform planned through 2026. Key technical highlights: - Data-driven museum discovery platform - Multi-phase enrichment pipeline - React + Vite frontend - Python-based data processing - Wikidata and Wikipedia integration - Planned AI-assisted features - Comprehensive data validation - Scalable, modular architecture
Snapshot
- Stars
- 0
- Forks
- 0
- Watchers
- 0
- Spark score
- 43.6
- Rank
- #8
- Commit velocity
- 16.7/mo
- Recent commits
- 50 (90d)
- Total commits
- 50
- Last commit
- Jan 19, 2026
- Last push
- Jan 19, 2026
- Created
- Jan 15, 2026
- Updated
- Jan 19, 2026
- Age
- 3 days
- Days since push
- 0 days
- Repo size
- 17,519 KB
- Languages
- 6
- Dependencies
- N/A
- Outdated deps
- N/A
All metrics
- age_days
- 3
- avg_commit_size
- N/A
- commit_history
{ "repository_name": "MuseumSpark", "total_commits": 50, "recent_90d": 50, "recent_180d": 50, "recent_365d": 50, "last_commit_date": "2026-01-19T04:39:00+00:00", "patterns": [ "highly_active", "recently_updated", "accelerating" ], "commit_frequency": 16.67, "consistency_score": 0, "activity_rate": 0.556, "days_since_last_commit": 0, "first_commit_date": "2026-01-15T13:24:02+00:00" }- commit_metrics
- N/A
- commit_velocity
- 16.67
- composite_score
- 43.62
- created_at
- 2026-01-15T13:24:02+00:00
- days_since_last_push
- 0
- description
- A Museum Trip Planning Application
- first_commit_date
- 2026-01-15T13:24:02+00:00
- forks
- 0
- has_readme
- true
- is_fork
- false
- is_private
- false
- language
- Python
- language_count
- 6
- language_stats
{}- languages
{}- largest_commit
- N/A
- last_commit_date
- 2026-01-19T04:39:00+00:00
- name
- MuseumSpark
- pushed_at
- 2026-01-19T04:39:08+00:00
- rank
- 8
- recent_commits_90d
- 50
- size_kb
- 17519
- smallest_commit
- N/A
- stars
- 0
- tech_stack
- N/A
- total_commits
- 50
- updated_at
- 2026-01-19T04:39:12+00:00
- url
- https://github.com/markhazleton/MuseumSpark
- watchers
- 0