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chore(highcharts): update quality score 90 and review feedback for span-basic
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plots/span-basic/implementations/python/highcharts.py

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"""anyplot.ai
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""" anyplot.ai
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span-basic: Basic Span Plot (Highlighted Region)
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Library: highcharts | Python 3.13
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Quality: 93/100 | Created: 2025-12-23
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Library: highcharts unknown | Python 3.13.13
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Quality: 90/100 | Updated: 2026-04-30
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"""
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import os
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# Per-library metadata for highcharts implementation of span-basic
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# Auto-generated by impl-generate.yml
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library: highcharts
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language: python
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specification_id: span-basic
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created: '2025-12-23T20:45:37Z'
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updated: '2026-04-30T10:55:18Z'
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updated: '2026-04-30T11:04:22Z'
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generated_by: claude-sonnet
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workflow_run: 25161284754
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issue: 980
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preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/span-basic/python/highcharts/plot-dark.png
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preview_html_light: https://storage.googleapis.com/anyplot-images/plots/span-basic/python/highcharts/plot-light.html
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preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/span-basic/python/highcharts/plot-dark.html
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quality_score: null
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quality_score: 90
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review:
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strengths: []
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weaknesses: []
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strengths:
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- Uses Highcharts plotBands natively for both x-axis (vertical span) and y-axis
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(horizontal span) — the idiomatic, library-distinctive approach to span visualization
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- Real, historically accurate S&P 500 data during the 2008 financial crisis creates
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a compelling and factually grounded narrative
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- Dual-span design (Financial Crisis period + Bear Market Zone threshold) demonstrates
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the full breadth of the spec with excellent DQ-01 feature coverage
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- All text sizes explicitly set and scaled appropriately for 4800×2700 canvas (72px
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title, 44px axis labels, 32–36px tick labels)
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- 'Full theme adaptation: PAGE_BG, INK, INK_SOFT, GRID, ELEVATED_BG all correctly
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flipped between light (#FAF8F1) and dark (#1A1A17); data line stays #009E73 in
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both renders'
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- 'Span fill colors are drawn from the Okabe-Ito palette (#D55E00 for crisis band,
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#E69F00 for bear market band) at 0.18 alpha — semi-transparent as specified'
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- Span labels ('Financial Crisis', 'Bear Market Zone') positioned inside bands with
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context-appropriate color, adding storytelling without annotation clutter
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- 'Clean KISS code structure: deterministic hardcoded data, inline JS embedding,
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correct Selenium screenshot pipeline'
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weaknesses:
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- 'Bear Market Zone label (#E69F00 amber) on the light yellow band in the light
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render has low contrast — amber text on near-white amber surface approaches illegibility;
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consider using INK or #D55E00 for the label color instead'
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- In the dark render, the overlap zone of both span bands (Financial Crisis × Bear
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Market Zone) becomes very dark brownish-black, reducing the visibility of the
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green line in that region; consider reducing span opacity to 0.12–0.14 for dark
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theme
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- LineSeries imported from highcharts_core.options.series.area instead of the conventional
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highcharts_core.options.series.line — code works but import path is non-idiomatic
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- 'Design excellence (13/20) leaves room for improvement: the chart is a well-configured
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Highcharts default without exceptional design touches such as custom annotation
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callouts, gradient span fills, or typographic hierarchy beyond font sizes'
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image_description: |-
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Light render (plot-light.png):
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Background: Warm off-white (#FAF8F1) — correct theme surface, not pure white
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Chrome: Title "span-basic · highcharts · anyplot.ai" in bold dark ink (#1A1A17), large and prominent. Subtitle "S&P 500 Index with Financial Crisis Period Highlighted" in secondary ink (#4A4A44). Y-axis label "Index Value (Points)" in dark ink, rotated vertically. X-axis tick labels "Q1 2007" through "Q4 2010" in secondary ink. Y-axis tick labels (600–1700) in secondary ink. All main chrome text clearly readable.
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Data: Green line (#009E73) — Okabe-Ito position 1 — with circular markers showing 16 quarterly data points from Q1 2007 through Q4 2010. Vertical span band (Financial Crisis, Q4 2007–Q1 2009) in salmon/light orange (rgba(213,94,0,0.18)) labeled "Financial Crisis" in #D55E00. Horizontal span band (Bear Market Zone, 600–1000 points) in light amber (rgba(230,159,0,0.18)) labeled "Bear Market Zone" in #E69F00.
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Legibility verdict: PASS for all main text. PARTIAL FAIL for "Bear Market Zone" label: #E69F00 amber text on the near-white amber band has low contrast — visible but not optimal.
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Dark render (plot-dark.png):
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Background: Warm near-black (#1A1A17) — correct dark theme surface, not pure black
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Chrome: Title, subtitle, and axis labels render in light/white text (INK token flipped to #F0EFE8). X-axis and y-axis tick labels are in light secondary text (INK_SOFT flipped to #B8B7B0). No dark-on-dark failures for main text elements.
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Data: Green line (#009E73) — identical to light render, confirming data colors are theme-independent. Vertical Financial Crisis band is a dark brownish-red (orange at 18% alpha on near-black) and remains distinct. Horizontal Bear Market Zone band is dark brownish-amber. The overlap zone of both bands becomes very dark brownish-black, mildly reducing green line visibility in the intersection area (Q4 2008–Q1 2009). "Financial Crisis" label in #D55E00 is visible. "Bear Market Zone" label in #E69F00 is visible against the dark background.
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Legibility verdict: PASS — all text readable on dark background, no dark-on-dark failures. Minor concern: span overlap zone creates a very dark region that reduces line contrast in the crisis+bear-market intersection.
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criteria_checklist:
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visual_quality:
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score: 28
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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 and appropriately scaled for 4800x2700
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canvas: title 72px, subtitle 48px, axis labels 44px, tick labels 32-36px.
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Readable in both light and dark renders.'
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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. X-axis category labels well-spaced. Span labels
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('Financial Crisis' top, 'Bear Market Zone' lower-left) positioned without
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collision.
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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: Line (lineWidth 6) and markers (radius 12) visible. Slight reduction
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in dark render where both span bands overlap, creating a dark region around
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the crisis trough.
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- id: VQ-04
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name: Color Accessibility
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score: 1
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max: 2
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passed: false
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comment: Bear Market Zone label (#E69F00 amber) on light amber band in light
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render has low contrast ratio. Okabe-Ito palette is CVD-safe overall, and
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no red-green only signal.
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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: Chart fills canvas well. Generous marginBottom (220px) and spacingTop
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(40px). Balanced layout with spans and labels clearly positioned.
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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: ''Index Value (Points)'' with units. X-axis: ''Quarter''
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descriptive. Subtitle provides additional context.'
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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: 'First (only) data series uses brand green #009E73. Span fills derived
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from Okabe-Ito (#D55E00 and #E69F00). Backgrounds: #FAF8F1 light / #1A1A17
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dark. All chrome tokens theme-adaptive.'
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design_excellence:
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score: 13
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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: 'Above well-configured library default: subtitle adds context, span
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colors from Okabe-Ito, warm theme palette throughout. Not yet ''strong design''
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level — no exceptional typographic hierarchy or artistic refinement.'
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- id: DE-02
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name: Visual Refinement
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score: 4
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max: 6
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passed: true
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comment: Subtle grid (rgba 10% opacity), theme-adaptive axis lines creating
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L-shape frame, generous margins. Good but not perfect polish.
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- id: DE-03
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name: Data Storytelling
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score: 4
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max: 6
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passed: true
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comment: Dual-span design creates a compelling narrative about the 2008 financial
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crisis. Visual hierarchy from overlapping bands guides the viewer to the
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crisis trough. Above default but not exceptional.
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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 span plot using Highcharts plotBands. Both vertical (time
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period) and horizontal (value threshold) spans implemented.
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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: Semi-transparent fill (alpha 0.18), vertical and horizontal spans,
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text labels within span regions, underlying data visible through spans.
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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-axis: quarters (time periods). Y-axis: S&P 500 index values. All
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16 data points visible. Min/max (600-1700) set appropriately.'
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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: ''span-basic · highcharts · anyplot.ai'' — correct format.
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Series named ''S&P 500'' with legend enabled.'
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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 span types (vertical + horizontal) with meaningful overlap,
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demonstrating all spec features including semi-transparency allowing underlying
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data to remain visible.
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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: S&P 500 during the 2008 financial crisis — real, historically grounded,
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neutral business/finance scenario. Not political or controversial.
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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: S&P 500 values (798-1527 range during 2007-2010) historically accurate.
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Crisis trough around 798-903 matches actual Q4 2008/Q1 2009 levels.
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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: imports → tokens → data → chart setup → export. No
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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: Hardcoded deterministic data — no random seed needed.
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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. Minor: LineSeries imported from highcharts_core.options.series.area
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instead of .line, but all imports are actually 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, readable code. Appropriate complexity for a dual-span Highcharts
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visualization. No fake UI elements.
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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 plot-{THEME}.png and plot-{THEME}.html. Correct Highcharts
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API usage.
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library_mastery:
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score: 9
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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: 5
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max: 5
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passed: true
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comment: Uses Chart with HighchartsOptions, LineSeries, plotBands on both
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axes — the canonical Highcharts approach. Correct Selenium pipeline for
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headless PNG export with inline JS.
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- id: LM-02
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name: Distinctive Features
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score: 4
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max: 5
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passed: true
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comment: plotBands with labels on both xAxis and yAxis is the Highcharts-native
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feature for span visualization — not easily replicated in other libraries
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without custom patches. Strong but not maximally creative.
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verdict: APPROVED
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impl_tags:
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dependencies:
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- selenium
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techniques:
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- html-export
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patterns: []
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dataprep: []
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styling:
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- alpha-blending

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