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chore(letsplot): update quality score 80 and review feedback for column-stratigraphic
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plots/column-stratigraphic/implementations/letsplot.py

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"""pyplots.ai
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""" pyplots.ai
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column-stratigraphic: Stratigraphic Column with Lithology Patterns
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Library: letsplot | Python 3.13
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Quality: pending | Created: 2026-03-15
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Library: letsplot 4.9.0 | Python 3.14.3
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Quality: 80/100 | Created: 2026-03-15
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"""
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# ruff: noqa: F405
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# Per-library metadata for letsplot implementation of column-stratigraphic
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# Auto-generated by impl-generate.yml
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library: letsplot
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specification_id: column-stratigraphic
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created: '2026-03-15T23:02:48Z'
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updated: '2026-03-15T23:02:48Z'
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updated: '2026-03-15T23:07:20Z'
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generated_by: claude-opus-4-5-20251101
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workflow_run: 23121198898
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issue: 4573
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preview_url: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.png
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preview_thumb: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot_thumb.png
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preview_html: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.html
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quality_score: null
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quality_score: 80
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review:
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strengths: []
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weaknesses: []
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strengths:
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- Excellent geological data with realistic formation names, ages, and stratigraphic
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sequence
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- Custom earthy color palette appropriate for geological visualization
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- Good use of lets-plot interactive tooltips (layer_tooltips) showing depth, thickness,
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formation, and age on hover
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- Clean code structure with deterministic data and proper file management
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- Age boundary dashed lines effectively separate geological periods
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weaknesses:
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- Missing lithology fill patterns (hatching/textures) which is a key spec requirement
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- Canvas utilization could be improved - the column is narrow relative to total
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canvas width
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- Sandstone and Siltstone colors are similar, potentially hard to distinguish
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- geom_text font size (10) is slightly small for formation and age labels
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image_description: 'The plot shows a vertical stratigraphic column with 10 geological
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layers stacked from 0m to 260m depth (increasing downward). Each layer is a colored
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rectangle with black borders: Sandstone in yellow/gold, Shale in gray, Limestone
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in blue, Siltstone in tan/beige, and Conglomerate in coral/red. Formation names
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(e.g., "Basal Sand Fm", "Reef Limestone Fm") are labeled to the right of each
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layer. Geological age labels (Triassic, Jurassic, Cretaceous, Paleogene) appear
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on the left side. Dashed horizontal lines mark age boundaries at 35m, 110m, and
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195m. The y-axis reads "Depth (m)" and the x-axis is hidden. A horizontal legend
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at the bottom shows all 5 lithology types. Title reads "column-stratigraphic ·
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letsplot · pyplots.ai". The overall layout is clean with a minimal theme, subtle
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y-grid, and generous whitespace, though the column occupies only a moderate portion
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of the canvas width.'
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criteria_checklist:
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visual_quality:
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score: 25
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max: 30
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items:
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- id: VQ-01
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name: Text Legibility
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score: 7
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max: 8
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passed: true
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comment: Font sizes explicitly set (title=24, axis_title=20, ticks=16, legend=14-16).
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geom_text size=10 slightly small for labels at full resolution.
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- id: VQ-02
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name: No Overlap
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score: 6
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max: 6
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passed: true
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comment: All text fully readable, no collisions between formation names, age
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labels, or layer boundaries.
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- id: VQ-03
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name: Element Visibility
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score: 5
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max: 6
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passed: true
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comment: Rectangles clearly visible with solid black borders. Lack of fill
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patterns slightly reduces distinguishability.
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- id: VQ-04
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name: Color Accessibility
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score: 3
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max: 4
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passed: true
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comment: Five distinct colors but Sandstone and Siltstone are somewhat similar
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in lightness/warmth.
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- id: VQ-05
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name: Layout & Canvas
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score: 2
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max: 4
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passed: true
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comment: Column is relatively narrow, leaving significant whitespace on both
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sides. Data fills ~35-40% of canvas width.
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- id: VQ-06
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name: Axis Labels & Title
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score: 2
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max: 2
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passed: true
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comment: Y-axis labeled Depth (m) with units. X-axis appropriately hidden.
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design_excellence:
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score: 11
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max: 20
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items:
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- id: DE-01
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name: Aesthetic Sophistication
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score: 5
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max: 8
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passed: true
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comment: Custom earthy geological color palette is thoughtful. Above defaults
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but not publication-level.
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- id: DE-02
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name: Visual Refinement
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score: 3
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max: 6
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passed: true
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comment: theme_minimal, x-axis removed, subtle y-grid, dashed age boundaries.
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Some refinement visible.
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- id: DE-03
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name: Data Storytelling
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score: 3
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max: 6
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passed: true
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comment: Age groupings with dashed boundaries create temporal narrative. No
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visual emphasis on key features.
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spec_compliance:
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score: 13
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max: 15
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items:
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- id: SC-01
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name: Plot Type
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score: 5
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max: 5
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passed: true
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comment: 'Correct chart type: vertical stratigraphic column with stacked rectangular
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blocks, depth increasing downward.'
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- id: SC-02
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name: Required Features
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score: 2
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max: 4
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passed: false
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comment: Missing lithology patterns/hatching which spec explicitly requires.
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No wavy unconformity lines.
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- id: SC-03
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name: Data Mapping
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score: 3
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max: 3
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passed: true
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comment: Depth correctly on y-axis (reversed), layers properly mapped.
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- id: SC-04
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name: Title & Legend
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score: 3
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max: 3
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passed: true
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comment: Title format correct. Legend shows all 5 lithology types with correct
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labels.
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data_quality:
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score: 14
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max: 15
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items:
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- id: DQ-01
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name: Feature Coverage
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score: 5
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max: 6
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passed: true
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comment: 10 layers, 5 lithology types, varying thicknesses, 4 geological periods.
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No unconformity demonstrated.
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- id: DQ-02
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name: Realistic Context
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score: 5
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max: 5
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passed: true
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comment: Realistic formation names, plausible sedimentary sequence, appropriate
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stratigraphic terminology.
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- id: DQ-03
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name: Appropriate Scale
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score: 4
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max: 4
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passed: true
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comment: 0-260m depth range realistic for a borehole. Layer thicknesses geologically
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plausible.
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code_quality:
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score: 10
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max: 10
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items:
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- id: CQ-01
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name: KISS Structure
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score: 3
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max: 3
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passed: true
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comment: Clean imports-data-plot-save structure. No functions or classes.
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- id: CQ-02
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name: Reproducibility
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score: 2
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max: 2
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passed: true
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comment: Fully deterministic with hardcoded data.
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- id: CQ-03
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name: Clean Imports
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score: 2
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max: 2
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passed: true
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comment: All imports used.
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- id: CQ-04
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name: Code Elegance
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score: 2
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max: 2
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passed: true
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comment: Clean and appropriate complexity.
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- id: CQ-05
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name: Output & API
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score: 1
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max: 1
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passed: true
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comment: Saves as plot.png with scale=3. Uses current API.
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library_mastery:
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score: 7
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max: 10
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items:
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- id: LM-01
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name: Idiomatic Usage
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score: 4
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max: 5
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passed: true
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comment: 'Good use of ggplot grammar: geom_rect, geom_segment, geom_text,
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scale_fill_manual, scale_y_reverse.'
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- id: LM-02
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name: Distinctive Features
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score: 3
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max: 5
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passed: true
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comment: Uses layer_tooltips() which is a lets-plot distinctive interactive
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feature. HTML export also provided.
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verdict: REJECTED
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impl_tags:
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dependencies: []
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techniques:
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- annotations
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- layer-composition
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- hover-tooltips
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- html-export
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patterns:
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- data-generation
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- iteration-over-groups
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dataprep: []
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styling:
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- grid-styling
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- alpha-blending

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