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chore(altair): update quality score 83 and review feedback for kagi-basic
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plots/kagi-basic/implementations/python/altair.py

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"""anyplot.ai
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""" anyplot.ai
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kagi-basic: Basic Kagi Chart
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Library: altair 6.0.0 | Python 3.13.11
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Quality: pending | Created: 2026-01-08
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Library: altair 6.1.0 | Python 3.13.13
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Quality: 83/100 | Updated: 2026-05-17
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"""
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import os
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# Per-library metadata for altair implementation of kagi-basic
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# Auto-generated by impl-generate.yml
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library: altair
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language: python
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specification_id: kagi-basic
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created: '2026-01-08T21:53:35Z'
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updated: '2026-05-17T08:05:02Z'
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updated: '2026-05-17T08:08:21Z'
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generated_by: claude-haiku
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workflow_run: 25985278923
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issue: 3341
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preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/kagi-basic/python/altair/plot-dark.png
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preview_html_light: https://storage.googleapis.com/anyplot-images/plots/kagi-basic/python/altair/plot-light.html
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preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/kagi-basic/python/altair/plot-dark.html
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quality_score: null
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quality_score: 83
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review:
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strengths: []
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weaknesses: []
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strengths:
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- Perfect visual quality in both light and dark renders with zero legibility failures
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- Mathematically correct Kagi chart algorithm with proper reversal logic
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- Flawless theme adaptation—data colors identical, chrome perfectly inverted
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- Clean, reproducible, well-structured code with explicit font sizing
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- All spec requirements met exactly; professional color palette
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weaknesses:
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- 'Design is competent but uses defaults without custom aesthetic sophistication
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(DE-01: 4/8)'
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- 'Visual refinement is minimal; could enhance grid styling or legend positioning
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(DE-02: 2/6)'
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- 'No visual data storytelling—plot displays concept but doesn''t emphasize patterns
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(DE-03: 2/6)'
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- 'Library mastery is modest; doesn''t leverage Altair''s interactive or advanced
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features (LM-02: 1/5)'
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image_description: |-
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Light render (plot-light.png):
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Background: Warm off-white (#FAF8F1) - not pure white, exactly as specified
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Chrome: Title "kagi-basic · altair · anyplot.ai" (28px, dark text), X-axis "Line Index" (22px, dark), Y-axis "Price ($)" (22px, dark), tick labels (18px, dark), legend "Trend" with "Yang (Bullish)" and "Yin (Bearish)" (16-18px, dark text on #FFFDF6 box)
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Data: Yang lines thick (#009E73 brand green, 6px stroke), Yin lines thin (#D55E00 orange, 2px stroke). Reversal algorithm correct with shoulders and waists visible. Multiple trend cycles from $80-$113
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Legibility verdict: PASS - All text clearly readable, proper contrast, no light-on-light issues
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Dark render (plot-dark.png):
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Background: Warm near-black (#1A1A17) - not pure black, exactly as specified
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Chrome: Title (28px, light text #F0EFE8), X-axis "Line Index" (22px, light), Y-axis "Price ($)" (22px, light), tick labels (18px, #B8B7B0), legend text (16-18px, light on #242420 box)
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Data: Yang lines still green (#009E73 - IDENTICAL to light render), Yin lines still orange (#D55E00 - IDENTICAL to light render). Same price range and reversal pattern
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Legibility verdict: PASS - All text clearly readable on dark background, no dark-on-dark failures, data colors preserved perfectly
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criteria_checklist:
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visual_quality:
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score: 30
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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: 8
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max: 8
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passed: true
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comment: 'All font sizes explicitly set: title 28px, labels 22px, ticks 18px.
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Readable in both themes.'
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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: No overlapping text; all elements fully readable
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- id: VQ-03
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name: Element Visibility
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score: 6
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max: 6
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passed: true
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comment: Yang (6px) and Yin (2px) thickness variation is clear and effective
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- id: VQ-04
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name: Color Accessibility
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score: 2
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max: 2
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passed: true
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comment: Okabe-Ito palette with good contrast; CVD-safe
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- id: VQ-05
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name: Layout & Canvas
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score: 4
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max: 4
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passed: true
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comment: Perfect 1600x900 layout with balanced margins
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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: Descriptive labels with units; spec-compliant title
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- id: VQ-07
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name: Palette Compliance
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score: 2
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max: 2
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passed: true
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comment: 'Perfect Okabe-Ito (#009E73, #D55E00); theme-correct chrome in both
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renders'
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design_excellence:
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score: 8
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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: 4
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max: 8
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passed: false
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comment: Well-configured defaults; professional but not exceptional
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- id: DE-02
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name: Visual Refinement
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score: 2
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max: 6
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passed: false
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comment: Basic defaults with minimal customization
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- id: DE-03
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name: Data Storytelling
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score: 2
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max: 6
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passed: false
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comment: Concept is clear but no visual emphasis on patterns
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spec_compliance:
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score: 15
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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 Kagi chart with all features
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- id: SC-02
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name: Required Features
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score: 4
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max: 4
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passed: true
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comment: 'All spec features present: thick/thin lines, colors, reversals'
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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: X/Y correctly assigned; all data visible
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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 labels match
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data_quality:
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score: 15
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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: 6
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max: 6
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passed: true
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comment: Shows both yang and yin segments across multiple cycles
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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 stock data (2024, $100-115 range); neutral domain
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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: Realistic returns and time period; proportions factually sound
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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: Linear flow with no unnecessary abstraction
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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: Random seed set; deterministic
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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 Pythonic code; 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: Correct plot-{THEME} naming
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library_mastery:
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score: 5
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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: Proper alt.Chart(), mark_rule(), encoding, configuration
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- id: LM-02
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name: Distinctive Features
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score: 1
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max: 5
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passed: false
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comment: Generic usage; doesn't leverage Altair's interactive or advanced
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features
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verdict: APPROVED
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impl_tags:
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dependencies: []
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techniques:
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- html-export
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patterns:
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- data-generation
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dataprep:
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- cumulative-sum
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styling:
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- theme-adaptive

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