Kunz Movie Database ML

Unified Dashboard

Browse Movies
Search, filter, and explore your collection

Genre

Subgenres

Numeric Filters

Year Range
Score Range (0-100)
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Rate Movies
Score, rewatch, mood & more
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This Session
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Total Rated
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Total Movies
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Must See
Curated watchlist by subcategory. Check a film off when you've watched it.
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Watched — Needs Genre Data
Marked watched here but not yet in the catalog. Assign 4 subgenres & enrich to add each one.
Overview
Your movie database at a glance
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Movies
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Rated
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Avg Score
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Genres Rated
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Unseen
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Forgotten

Phase 4 Progress: Prediction Model

0 / 150 ratings 0%
0 / 3 genres 0%

Rate movies across multiple genres to unlock prediction models.

Import & Export
Manage your rating data
📦
Drop rating export here
or click to browse — accepts kunz_ratings_*.json
Ratings Breakdown
Detailed view of your ratings

No ratings yet. Rate movies in the Rate panel.

Genre Analysis
How your ratings break down by genre

Rate some movies to see genre analysis.

Data Pipeline
Re-run export, enrichment, and validation steps
1
Export Catalog
MOVIE_CATALOG.md → movies_structured.json
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2
Enrich Metadata
TMDB API → movies_enriched.json
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3
Validate Data
Check duplicates, years, subgenres, coverage
4
Reload Dashboard
Refresh all data from disk into the live dashboard
ready
Export → Enrich → Validate → Reload
Project Roadmap
From data foundation to ML predictions
  • 0
    Data Foundation
    1,613 movies exported and validated
  • 1
    Metadata Enrichment
    97.9% TMDB match — directors, cast, runtime, budget
  • 2
    Rating Interface
    Unified dashboard with full 5-dimension rating
  • 3
    Subgenre Analysis complete
    Subgenre affinity, director/actor patterns, temporal trends
  • 4
    Baseline Model needs 150+ ratings
    Predict ratings using weighted subgenre affinities
  • 5
    Active Learning
    Identify the most informative movies to rate next
  • 6
    Advanced Features
    Director, actor, temporal, and runtime analysis
  • 7
    Ensemble & Predictions
    Combine all signals into a final prediction model
Phase 3 Analysis
Subgenre affinity, director/actor patterns, temporal trends

Rate 2+ movies to see analysis.

Predictions
ML-based rating predictions for unwatched movies

Prediction models will appear here once Phase 4+ is implemented.