From 81b3f78f4dfdde1fc6e803006972008b597db85e Mon Sep 17 00:00:00 2001 From: Markus Neusinger <2921697+MarkusNeusinger@users.noreply.github.com> Date: Sun, 22 Feb 2026 21:57:36 +0100 Subject: [PATCH 1/4] =?UTF-8?q?update(bump-basic):=20plotly=20=E2=80=94=20?= =?UTF-8?q?comprehensive=20quality=20review?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit F1 driver standings data, per-driver color dict, improved rank crossover patterns. --- plots/bump-basic/implementations/plotly.py | 62 ++++++++++++++-------- plots/bump-basic/metadata/plotly.yaml | 10 ++-- plots/bump-basic/specification.md | 1 + plots/bump-basic/specification.yaml | 4 +- 4 files changed, 48 insertions(+), 29 deletions(-) diff --git a/plots/bump-basic/implementations/plotly.py b/plots/bump-basic/implementations/plotly.py index 9d701fbd5f..1126421576 100644 --- a/plots/bump-basic/implementations/plotly.py +++ b/plots/bump-basic/implementations/plotly.py @@ -1,58 +1,74 @@ -""" pyplots.ai +"""pyplots.ai bump-basic: Basic Bump Chart -Library: plotly 6.5.0 | Python 3.13.11 -Quality: 92/100 | Created: 2025-12-23 +Library: plotly 6.5.2 | Python 3.14.3 +Quality: /100 | Updated: 2026-02-22 """ import plotly.graph_objects as go -# Data - Sports league standings over a season -entities = ["Team Alpha", "Team Beta", "Team Gamma", "Team Delta", "Team Epsilon"] -periods = ["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6"] +# Data - Formula 1 driver standings over a season +drivers = ["Verstappen", "Hamilton", "Norris", "Leclerc", "Piastri", "Sainz"] +races = ["Bahrain", "Jeddah", "Melbourne", "Suzuka", "Miami", "Imola", "Monaco", "Silverstone"] -# Rankings for each team across periods (1 = best) rankings = { - "Team Alpha": [3, 2, 1, 1, 2, 1], - "Team Beta": [1, 1, 2, 3, 3, 2], - "Team Gamma": [2, 3, 3, 2, 1, 3], - "Team Delta": [4, 4, 5, 4, 4, 4], - "Team Epsilon": [5, 5, 4, 5, 5, 5], + "Verstappen": [1, 1, 1, 1, 1, 2, 3, 2], + "Hamilton": [4, 3, 4, 3, 3, 3, 1, 1], + "Norris": [5, 5, 3, 4, 2, 1, 2, 3], + "Leclerc": [2, 2, 2, 2, 4, 4, 4, 4], + "Piastri": [3, 4, 5, 5, 5, 5, 5, 5], + "Sainz": [6, 6, 6, 6, 6, 6, 6, 6], } # Colors - Python Blue first, then colorblind-safe palette -colors = ["#306998", "#FFD43B", "#2ecc71", "#e74c3c", "#9b59b6"] +colors = { + "Verstappen": "#306998", + "Hamilton": "#e74c3c", + "Norris": "#2ecc71", + "Leclerc": "#f39c12", + "Piastri": "#9b59b6", + "Sainz": "#7f8c8d", +} # Create figure fig = go.Figure() -for i, (entity, ranks) in enumerate(rankings.items()): +for driver in drivers: + ranks = rankings[driver] + color = colors[driver] fig.add_trace( go.Scatter( - x=periods, + x=races, y=ranks, mode="lines+markers", - name=entity, - line={"width": 4, "color": colors[i]}, - marker={"size": 16, "color": colors[i]}, + name=driver, + line={"width": 4, "color": color}, + marker={"size": 14, "color": color, "line": {"width": 2, "color": "white"}}, + showlegend=False, ) ) + # End-of-line label + fig.add_annotation( + x=races[-1], y=ranks[-1], text=f" {driver}", showarrow=False, xanchor="left", font={"size": 16, "color": color} + ) # Layout with inverted Y-axis (rank 1 at top) fig.update_layout( title={"text": "bump-basic · plotly · pyplots.ai", "font": {"size": 28}}, - xaxis={"title": {"text": "Period", "font": {"size": 22}}, "tickfont": {"size": 18}}, + xaxis={"title": {"text": "Race", "font": {"size": 22}}, "tickfont": {"size": 18}}, yaxis={ - "title": {"text": "Rank", "font": {"size": 22}}, + "title": {"text": "Championship Position", "font": {"size": 22}}, "tickfont": {"size": 18}, - "autorange": "reversed", # Invert so rank 1 is at top + "autorange": "reversed", "tickmode": "linear", "tick0": 1, "dtick": 1, + "gridcolor": "rgba(0,0,0,0.08)", + "showgrid": True, }, - legend={"font": {"size": 18}, "x": 1.02, "y": 1, "xanchor": "left"}, + xaxis_showgrid=False, template="plotly_white", - margin={"r": 150}, # Extra margin for legend + margin={"r": 120}, ) # Save as PNG (4800x2700 px) diff --git a/plots/bump-basic/metadata/plotly.yaml b/plots/bump-basic/metadata/plotly.yaml index e122819952..5124e4bc3b 100644 --- a/plots/bump-basic/metadata/plotly.yaml +++ b/plots/bump-basic/metadata/plotly.yaml @@ -1,16 +1,16 @@ library: plotly specification_id: bump-basic created: '2025-12-23T09:18:15Z' -updated: '2025-12-23T09:20:33Z' -generated_by: claude-opus-4-5-20251101 +updated: '2026-02-22T20:55:00+00:00' +generated_by: claude-opus-4-6 workflow_run: 20456607003 issue: 0 -python_version: 3.13.11 -library_version: 6.5.0 +python_version: '3.14.3' +library_version: '6.5.2' preview_url: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.png preview_thumb: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot_thumb.png preview_html: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.html -quality_score: 92 +quality_score: null impl_tags: dependencies: [] techniques: [] diff --git a/plots/bump-basic/specification.md b/plots/bump-basic/specification.md index e154f7a79c..8cbe102378 100644 --- a/plots/bump-basic/specification.md +++ b/plots/bump-basic/specification.md @@ -17,6 +17,7 @@ A bump chart visualizes how rankings change over time by plotting rank positions - `period` (categorical or time) - Time points for ranking snapshots - `rank` (integer) - Position at each period (1 = highest rank) - Size: 5-10 entities, 4-8 periods typical +- Example: Formula 1 driver standings over a 10-race season ## Notes diff --git a/plots/bump-basic/specification.yaml b/plots/bump-basic/specification.yaml index ddc9e8eb4b..17609d95e6 100644 --- a/plots/bump-basic/specification.yaml +++ b/plots/bump-basic/specification.yaml @@ -6,7 +6,7 @@ title: Basic Bump Chart # Specification tracking created: 2025-12-15T20:42:43Z -updated: 2025-12-15T20:42:43Z +updated: 2026-02-22T12:00:00Z issue: 982 suggested: MarkusNeusinger @@ -18,9 +18,11 @@ tags: data_type: - categorical - ordinal + - timeseries domain: - general features: - basic - ranking - temporal + - comparison From 71a3e8d9a4d78f08469df3bd068f97b83e2a3538 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 22 Feb 2026 21:02:51 +0000 Subject: [PATCH 2/4] chore(plotly): update quality score 88 and review feedback for bump-basic --- plots/bump-basic/implementations/plotly.py | 4 +- plots/bump-basic/metadata/plotly.yaml | 272 +++++++++++---------- 2 files changed, 148 insertions(+), 128 deletions(-) diff --git a/plots/bump-basic/implementations/plotly.py b/plots/bump-basic/implementations/plotly.py index 1126421576..0078e873b4 100644 --- a/plots/bump-basic/implementations/plotly.py +++ b/plots/bump-basic/implementations/plotly.py @@ -1,7 +1,7 @@ -"""pyplots.ai +""" pyplots.ai bump-basic: Basic Bump Chart Library: plotly 6.5.2 | Python 3.14.3 -Quality: /100 | Updated: 2026-02-22 +Quality: 88/100 | Updated: 2026-02-22 """ import plotly.graph_objects as go diff --git a/plots/bump-basic/metadata/plotly.yaml b/plots/bump-basic/metadata/plotly.yaml index 5124e4bc3b..183c5a518f 100644 --- a/plots/bump-basic/metadata/plotly.yaml +++ b/plots/bump-basic/metadata/plotly.yaml @@ -1,167 +1,179 @@ library: plotly specification_id: bump-basic created: '2025-12-23T09:18:15Z' -updated: '2026-02-22T20:55:00+00:00' +updated: '2026-02-22T21:02:51Z' generated_by: claude-opus-4-6 workflow_run: 20456607003 issue: 0 -python_version: '3.14.3' -library_version: '6.5.2' +python_version: 3.14.3 +library_version: 6.5.2 preview_url: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.png preview_thumb: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot_thumb.png preview_html: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.html -quality_score: null +quality_score: 88 impl_tags: dependencies: [] - techniques: [] + techniques: + - annotations + - html-export patterns: - - data-generation - iteration-over-groups dataprep: [] - styling: [] + styling: + - edge-highlighting + - grid-styling review: strengths: - - Excellent use of inverted Y-axis to show rank 1 at top (as required by spec) - - Clean, professional appearance with plotly_white template - - Good colorblind-safe palette with Python Blue as primary color - - Appropriate marker and line sizes for clear visibility - - Interactive HTML output alongside PNG leverages plotly strengths - - Data tells a compelling story with Team Alpha rise and Team Gamma brief lead in - Week 5 + - Perfect spec compliance with all required features (inverted Y-axis, distinct + colors, markers, connected lines) + - Excellent data choice with F1 championship context creating natural storytelling + through rank crossovers + - End-of-line labels instead of legend is a smart design decision that reduces clutter + - Clean well-structured code with deterministic data + - Subtle grid styling (y-axis only, low opacity) shows visual refinement weaknesses: - - Data is deterministic so seed is not technically needed, but consider adding np.random.seed - for consistency if random data is ever used - - Layout balance could be improved with legend placement closer to plot - image_description: 'The plot displays a bump chart showing sports league standings - over 6 weeks. The Y-axis shows ranks from 1 (top) to 5 (bottom) with rank 1 correctly - positioned at the top (inverted axis). The X-axis shows "Period" with Week 1 through - Week 6. Five teams are tracked with distinct colored lines and circular markers: - Team Alpha (blue #306998), Team Beta (yellow #FFD43B), Team Gamma (green #2ecc71), - Team Delta (red #e74c3c), and Team Epsilon (purple #9b59b6). The lines effectively - show ranking changes - Team Alpha rises from 3rd to 1st, Team Beta falls from - 1st to 2nd, Team Gamma has dynamic movement including briefly taking 1st in Week - 5. The title reads "bump-basic · plotly · pyplots.ai" at top left. The legend - is positioned to the right of the plot area. The background uses plotly_white - template with subtle grid lines.' + - Red-green color pair (Hamilton/Norris) is problematic for colorblind users as + lines cross frequently + - No visual hierarchy or emphasis to guide the viewer eye to the main story + - Could leverage more plotly-distinctive features like custom hover templates or + animation + image_description: 'The plot shows a bump chart tracking Formula 1 driver championship + standings over 8 races (Bahrain through Silverstone). The Y-axis is inverted with + rank 1 at the top, labeled "Championship Position". The X-axis shows race names + labeled "Race". Six drivers are plotted with distinct colored lines and large + circular markers with white edges: Verstappen (dark blue) starts P1 and drops + to P2 by Silverstone; Hamilton (red) rises from P4 to P1; Norris (green) peaks + at P1 mid-season then falls to P3; Leclerc (orange) declines from P2 to P4; Piastri + (purple) drops from P3 to P5; Sainz (gray) stays at P6 throughout. End-of-line + labels to the right identify each driver. The background is clean white with subtle + horizontal gridlines and no vertical gridlines. The title reads "bump-basic · + plotly · pyplots.ai".' criteria_checklist: visual_quality: - score: 36 - max: 40 + score: 29 + max: 30 items: - id: VQ-01 name: Text Legibility - score: 10 - max: 10 + score: 8 + max: 8 passed: true - comment: Title, axis labels, tick labels all clearly readable with appropriate - font sizes + comment: 'All font sizes explicitly set: title 28pt, axis titles 22pt, ticks + 18pt, annotations 16pt' - id: VQ-02 name: No Overlap - score: 8 - max: 8 + score: 6 + max: 6 passed: true - comment: No overlapping text elements, all labels clear + comment: No text overlap. End-of-line labels at different rank positions - id: VQ-03 name: Element Visibility - score: 8 - max: 8 + score: 6 + max: 6 passed: true - comment: Lines (width=4) and markers (size=16) are well-sized for the data - density + comment: Markers size 14 with white edge, lines width 4. Well-adapted for + 48 data points - id: VQ-04 name: Color Accessibility - score: 5 - max: 5 - passed: true - comment: Five distinct colors that are colorblind-friendly (blue, yellow, - green, red, purple) - - id: VQ-05 - name: Layout Balance score: 3 - max: 5 + max: 4 + passed: false + comment: Red and green lines cross frequently, problematic for deuteranopia + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 passed: true - comment: Good overall balance, though right margin for legend takes notable - space + comment: Plot fills ~65% of canvas. Right margin accommodates end labels. + Balanced proportions - id: VQ-06 - name: Axis Labels - score: 1 - max: 2 - passed: true - comment: '"Period" and "Rank" are descriptive but lack units (though units - aren''t really applicable here)' - - id: VQ-07 - name: Grid & Legend - score: 1 + name: Axis Labels & Title + score: 2 max: 2 passed: true - comment: Grid is subtle, legend is well-placed but slightly distant from plot - area + comment: Descriptive labels. Units not applicable for ordinal rankings. Title + matches format + design_excellence: + score: 12 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 5 + max: 8 + passed: false + comment: Custom palette, plotly_white template, white-edged markers, end-of-line + labels. Above defaults but not publication-level + - id: DE-02 + name: Visual Refinement + score: 4 + max: 6 + passed: false + comment: Removed x-grid, custom y-grid opacity (0.08), adjusted margins. Shows + intentional refinement + - id: DE-03 + name: Data Storytelling + score: 3 + max: 6 + passed: false + comment: Data creates natural crossover interest. End labels help. No visual + emphasis on key narrative spec_compliance: - score: 25 - max: 25 + score: 15 + max: 15 items: - id: SC-01 name: Plot Type - score: 8 - max: 8 - passed: true - comment: Correct bump chart showing rank changes over time - - id: SC-02 - name: Data Mapping score: 5 max: 5 passed: true - comment: X=periods, Y=ranks correctly mapped - - id: SC-03 + comment: Correct bump chart with lines connecting rankings over time + - id: SC-02 name: Required Features - score: 5 - max: 5 + score: 4 + max: 4 passed: true - comment: Inverted Y-axis (rank 1 at top), distinct colors, dot markers, lines - connecting entities - - id: SC-04 - name: Data Range + comment: Inverted Y-axis, distinct colors, dot markers, connected lines all + present + - id: SC-03 + name: Data Mapping score: 3 max: 3 passed: true - comment: All ranks (1-5) and periods (Week 1-6) visible - - id: SC-05 - name: Legend Accuracy - score: 2 - max: 2 - passed: true - comment: Legend correctly identifies all five teams - - id: SC-06 - name: Title Format - score: 2 - max: 2 + comment: X = races, Y = rank positions. All data correctly mapped + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 passed: true - comment: Uses correct format "bump-basic · plotly · pyplots.ai" + comment: Title matches format. End-of-line labels serve as legend with correct + names data_quality: - score: 18 - max: 20 + score: 15 + max: 15 items: - id: DQ-01 name: Feature Coverage - score: 7 - max: 8 + score: 6 + max: 6 passed: true - comment: Shows rank changes, overtakes, stability (Team Delta stays 4th mostly); - could show more dramatic swaps + comment: Shows crossovers, stability, dramatic rises, declines, and tight + mid-pack competition - id: DQ-02 name: Realistic Context - score: 7 - max: 7 + score: 5 + max: 5 passed: true - comment: Sports league standings is a perfect, real-world bump chart use case + comment: F1 championship with real driver names and circuit names. Neutral + domain - id: DQ-03 name: Appropriate Scale score: 4 - max: 5 + max: 4 passed: true - comment: 5 teams over 6 weeks is appropriate; values are sensible + comment: 6 drivers, 8 races, rankings 1-6. Sensible for F1 championship code_quality: - score: 8 + score: 10 max: 10 items: - id: CQ-01 @@ -169,41 +181,49 @@ review: score: 3 max: 3 passed: true - comment: 'Simple linear structure: imports → data → plot → save' + comment: 'Clean linear flow: imports, data, colors, figure, loop, layout, + save' - id: CQ-02 name: Reproducibility - score: 0 - max: 3 - passed: false - comment: No random seed set (though data is deterministic, np.random is imported - but not used) + score: 2 + max: 2 + passed: true + comment: All data hardcoded and deterministic - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: Only plotly.graph_objects imported, which is used + comment: Only plotly.graph_objects imported and used - id: CQ-04 - name: No Deprecated API - score: 1 - max: 1 - passed: true - comment: Uses current plotly API - - id: CQ-05 - name: Output Correct + name: Code Elegance score: 2 max: 2 passed: true - comment: Saves as plot.png and plot.html - library_features: - score: 5 - max: 5 + comment: Clean loop for traces and annotations. Dictionary-based data. Appropriate + complexity + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: Saves plot.png at 4800x2700. Also saves HTML. Current API + library_mastery: + score: 7 + max: 10 items: - - id: LF-01 - name: Uses distinctive library features - score: 5 + - id: LM-01 + name: Idiomatic Usage + score: 4 max: 5 passed: true - comment: Uses go.Scatter with mode="lines+markers", proper plotly_white template, - interactive HTML export, and autorange="reversed" for Y-axis inversion - verdict: APPROVED + comment: Proper Graph Objects usage with go.Figure, go.Scatter, add_trace, + add_annotation, update_layout + - id: LM-02 + name: Distinctive Features + score: 3 + max: 5 + passed: false + comment: HTML export with built-in interactivity is distinctive. Annotation + system is plotly-specific. Missing advanced features like custom hover templates + verdict: REJECTED From 86eebd0db47334848304c28950effad6b8d09761 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 22 Feb 2026 21:06:17 +0000 Subject: [PATCH 3/4] fix(plotly): address review feedback for bump-basic Attempt 1/3 - fixes based on AI review --- plots/bump-basic/implementations/plotly.py | 43 +++++++++++++++------- 1 file changed, 30 insertions(+), 13 deletions(-) diff --git a/plots/bump-basic/implementations/plotly.py b/plots/bump-basic/implementations/plotly.py index 0078e873b4..e474fbbf0c 100644 --- a/plots/bump-basic/implementations/plotly.py +++ b/plots/bump-basic/implementations/plotly.py @@ -1,7 +1,6 @@ -""" pyplots.ai +"""pyplots.ai bump-basic: Basic Bump Chart Library: plotly 6.5.2 | Python 3.14.3 -Quality: 88/100 | Updated: 2026-02-22 """ import plotly.graph_objects as go @@ -20,16 +19,22 @@ "Sainz": [6, 6, 6, 6, 6, 6, 6, 6], } -# Colors - Python Blue first, then colorblind-safe palette +# Colorblind-safe palette — Python Blue first, teal replaces green to avoid red-green issue colors = { "Verstappen": "#306998", "Hamilton": "#e74c3c", - "Norris": "#2ecc71", + "Norris": "#17becf", "Leclerc": "#f39c12", "Piastri": "#9b59b6", - "Sainz": "#7f8c8d", + "Sainz": "#95a5a6", } +# Visual hierarchy — emphasize dynamic storylines, mute static ones +rank_changes = {d: max(r) - min(r) for d, r in rankings.items()} +line_widths = {d: 5 if rank_changes[d] >= 3 else 3 if rank_changes[d] >= 2 else 2 for d in drivers} +marker_sizes = {d: 16 if rank_changes[d] >= 3 else 12 if rank_changes[d] >= 2 else 10 for d in drivers} +opacities = {d: 1.0 if rank_changes[d] >= 3 else 0.8 if rank_changes[d] >= 2 else 0.45 for d in drivers} + # Create figure fig = go.Figure() @@ -42,20 +47,29 @@ y=ranks, mode="lines+markers", name=driver, - line={"width": 4, "color": color}, - marker={"size": 14, "color": color, "line": {"width": 2, "color": "white"}}, + line={"width": line_widths[driver], "color": color}, + marker={"size": marker_sizes[driver], "color": color, "line": {"width": 2, "color": "white"}}, + opacity=opacities[driver], showlegend=False, + hovertemplate="%{text}
%{x}: P%{y}", + text=[driver] * len(races), ) ) # End-of-line label fig.add_annotation( - x=races[-1], y=ranks[-1], text=f" {driver}", showarrow=False, xanchor="left", font={"size": 16, "color": color} + x=races[-1], + y=ranks[-1], + text=f" {driver}" if rank_changes[driver] >= 3 else f" {driver}", + showarrow=False, + xanchor="left", + font={"size": 16, "color": color}, + opacity=opacities[driver], ) # Layout with inverted Y-axis (rank 1 at top) fig.update_layout( - title={"text": "bump-basic · plotly · pyplots.ai", "font": {"size": 28}}, - xaxis={"title": {"text": "Race", "font": {"size": 22}}, "tickfont": {"size": 18}}, + title={"text": "bump-basic · plotly · pyplots.ai", "font": {"size": 28}, "x": 0.02, "xanchor": "left"}, + xaxis={"title": {"text": "Race", "font": {"size": 22}}, "tickfont": {"size": 18}, "showgrid": False}, yaxis={ "title": {"text": "Championship Position", "font": {"size": 22}}, "tickfont": {"size": 18}, @@ -63,12 +77,15 @@ "tickmode": "linear", "tick0": 1, "dtick": 1, - "gridcolor": "rgba(0,0,0,0.08)", + "gridcolor": "rgba(0,0,0,0.06)", + "gridwidth": 1, "showgrid": True, + "zeroline": False, }, - xaxis_showgrid=False, template="plotly_white", - margin={"r": 120}, + margin={"r": 130, "t": 80, "l": 80, "b": 70}, + plot_bgcolor="rgba(0,0,0,0)", + hoverlabel={"font_size": 16}, ) # Save as PNG (4800x2700 px) From f0742f7612ffd43c9b15f04acc68b740227014dd Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 22 Feb 2026 21:12:42 +0000 Subject: [PATCH 4/4] chore(plotly): update quality score 91 and review feedback for bump-basic --- plots/bump-basic/implementations/plotly.py | 3 +- plots/bump-basic/metadata/plotly.yaml | 154 ++++++++++----------- 2 files changed, 79 insertions(+), 78 deletions(-) diff --git a/plots/bump-basic/implementations/plotly.py b/plots/bump-basic/implementations/plotly.py index e474fbbf0c..2be7f640ef 100644 --- a/plots/bump-basic/implementations/plotly.py +++ b/plots/bump-basic/implementations/plotly.py @@ -1,6 +1,7 @@ -"""pyplots.ai +""" pyplots.ai bump-basic: Basic Bump Chart Library: plotly 6.5.2 | Python 3.14.3 +Quality: 91/100 | Updated: 2026-02-22 """ import plotly.graph_objects as go diff --git a/plots/bump-basic/metadata/plotly.yaml b/plots/bump-basic/metadata/plotly.yaml index 183c5a518f..73ebe9ca30 100644 --- a/plots/bump-basic/metadata/plotly.yaml +++ b/plots/bump-basic/metadata/plotly.yaml @@ -1,7 +1,7 @@ library: plotly specification_id: bump-basic created: '2025-12-23T09:18:15Z' -updated: '2026-02-22T21:02:51Z' +updated: '2026-02-22T21:12:41Z' generated_by: claude-opus-4-6 workflow_run: 20456607003 issue: 0 @@ -10,11 +10,12 @@ library_version: 6.5.2 preview_url: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.png preview_thumb: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot_thumb.png preview_html: https://storage.googleapis.com/pyplots-images/plots/bump-basic/plotly/plot.html -quality_score: 88 +quality_score: 91 impl_tags: dependencies: [] techniques: - annotations + - hover-tooltips - html-export patterns: - iteration-over-groups @@ -24,33 +25,32 @@ impl_tags: - grid-styling review: strengths: - - Perfect spec compliance with all required features (inverted Y-axis, distinct - colors, markers, connected lines) - - Excellent data choice with F1 championship context creating natural storytelling - through rank crossovers - - End-of-line labels instead of legend is a smart design decision that reduces clutter - - Clean well-structured code with deterministic data - - Subtle grid styling (y-axis only, low opacity) shows visual refinement + - Excellent visual hierarchy system based on rank dynamism (line width, marker size, + opacity, bold labels) + - Clean end-of-line labeling instead of traditional legend — optimal for bump charts + - Thoughtful colorblind-safe palette with explicit consideration for accessibility + - Perfect spec compliance with all required features present + - Data tells a clear story with realistic F1 context + - Dual output (PNG + interactive HTML) leverages Plotly strengths weaknesses: - - Red-green color pair (Hamilton/Norris) is problematic for colorblind users as - lines cross frequently - - No visual hierarchy or emphasis to guide the viewer eye to the main story - - Could leverage more plotly-distinctive features like custom hover templates or - animation - image_description: 'The plot shows a bump chart tracking Formula 1 driver championship - standings over 8 races (Bahrain through Silverstone). The Y-axis is inverted with - rank 1 at the top, labeled "Championship Position". The X-axis shows race names - labeled "Race". Six drivers are plotted with distinct colored lines and large - circular markers with white edges: Verstappen (dark blue) starts P1 and drops - to P2 by Silverstone; Hamilton (red) rises from P4 to P1; Norris (green) peaks - at P1 mid-season then falls to P3; Leclerc (orange) declines from P2 to P4; Piastri - (purple) drops from P3 to P5; Sainz (gray) stays at P6 throughout. End-of-line - labels to the right identify each driver. The background is clean white with subtle - horizontal gridlines and no vertical gridlines. The title reads "bump-basic · - plotly · pyplots.ai".' + - Sainz line at 0.45 opacity is borderline too faded for comfortable viewing + - Axis labels lack units (though inherently N/A for categorical/ordinal data) + - Could leverage more advanced Plotly features (animation, range slider) for stronger + library mastery + image_description: The plot displays a bump chart of Formula 1 championship standings + across 8 races (Bahrain through Silverstone) for 6 drivers. Verstappen (dark blue) + holds rank 1 through Miami before dropping. Hamilton (red) starts at P4 and climbs + to P1 by Silverstone. Norris (teal/cyan) rises dramatically from P5 to P1 at Imola + before settling at P3. Leclerc (orange) starts at P2 and gradually falls to P4. + Piastri (purple) and Sainz (gray) remain in the lower positions and are visually + de-emphasized with thinner lines and lower opacity. The Y-axis is inverted with + rank 1 at top. End-of-line labels identify each driver on the right margin. Title + reads "bump-basic · plotly · pyplots.ai" top-left. Background is clean white with + very subtle horizontal gridlines on the y-axis only. White marker borders add + polish. Bold labels mark the most dynamic drivers (Hamilton, Norris). criteria_checklist: visual_quality: - score: 29 + score: 28 max: 30 items: - id: VQ-01 @@ -58,66 +58,68 @@ review: score: 8 max: 8 passed: true - comment: 'All font sizes explicitly set: title 28pt, axis titles 22pt, ticks - 18pt, annotations 16pt' + comment: 'All font sizes explicitly set: title 28pt, axis titles 22pt, tick + fonts 18pt, annotations 16pt, hover labels 16pt' - id: VQ-02 name: No Overlap score: 6 max: 6 passed: true - comment: No text overlap. End-of-line labels at different rank positions + comment: No text overlap. End-of-line labels well-separated at distinct rank + positions - id: VQ-03 name: Element Visibility - score: 6 + score: 5 max: 6 passed: true - comment: Markers size 14 with white edge, lines width 4. Well-adapted for - 48 data points + comment: Visual hierarchy with varying widths (2-5) and marker sizes (10-16). + Sainz at 0.45 opacity is quite faded - id: VQ-04 name: Color Accessibility - score: 3 + score: 4 max: 4 - passed: false - comment: Red and green lines cross frequently, problematic for deuteranopia + passed: true + comment: Colorblind-safe palette with teal replacing green to avoid red-green + issues - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: Plot fills ~65% of canvas. Right margin accommodates end labels. - Balanced proportions + comment: Good margins with r=130 for labels. Plot fills canvas well with balanced + whitespace - id: VQ-06 name: Axis Labels & Title - score: 2 + score: 1 max: 2 passed: true - comment: Descriptive labels. Units not applicable for ordinal rankings. Title - matches format + comment: Descriptive labels (Race, Championship Position) but no units — N/A + for categorical/ordinal data design_excellence: - score: 12 + score: 16 max: 20 items: - id: DE-01 name: Aesthetic Sophistication - score: 5 + score: 6 max: 8 - passed: false - comment: Custom palette, plotly_white template, white-edged markers, end-of-line - labels. Above defaults but not publication-level + passed: true + comment: Custom palette, visual hierarchy via line width/marker size/opacity, + end-of-line labels, white marker borders. Strong intentional design - id: DE-02 name: Visual Refinement - score: 4 + score: 5 max: 6 - passed: false - comment: Removed x-grid, custom y-grid opacity (0.08), adjusted margins. Shows - intentional refinement + passed: true + comment: plotly_white template, x-grid hidden, y-grid at 0.06 opacity, transparent + background, generous margins, marker edge highlights - id: DE-03 name: Data Storytelling - score: 3 + score: 5 max: 6 - passed: false - comment: Data creates natural crossover interest. End labels help. No visual - emphasis on key narrative + passed: true + comment: Visual hierarchy through opacity/width/size guides viewer to Hamilton/Norris + storylines. Static drivers appropriately muted spec_compliance: score: 15 max: 15 @@ -127,27 +129,26 @@ review: score: 5 max: 5 passed: true - comment: Correct bump chart with lines connecting rankings over time + comment: Correct bump chart showing rankings over time with connected lines - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Inverted Y-axis, distinct colors, dot markers, connected lines all - present + comment: Inverted y-axis, distinct colors, dot markers, connecting lines, + entity labels all present - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: X = races, Y = rank positions. All data correctly mapped + comment: X=races, Y=rank. All data visible on axes - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: Title matches format. End-of-line labels serve as legend with correct - names + comment: Title in correct format. End-of-line labels replace legend appropriately data_quality: score: 15 max: 15 @@ -157,21 +158,21 @@ review: score: 6 max: 6 passed: true - comment: Shows crossovers, stability, dramatic rises, declines, and tight - mid-pack competition + comment: Shows rank changes, stability, stagnation, overtakes, convergence + and divergence - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: F1 championship with real driver names and circuit names. Neutral - domain + comment: F1 driver standings with real driver/circuit names. Neutral sports + topic - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: 6 drivers, 8 races, rankings 1-6. Sensible for F1 championship + comment: 6 drivers, 8 races within spec recommendation. Rankings 1-6 correct code_quality: score: 10 max: 10 @@ -181,33 +182,32 @@ review: score: 3 max: 3 passed: true - comment: 'Clean linear flow: imports, data, colors, figure, loop, layout, - save' + comment: Clean Imports → Data → Plot → Save flow. No functions or classes - id: CQ-02 name: Reproducibility score: 2 max: 2 passed: true - comment: All data hardcoded and deterministic + comment: Fully deterministic hardcoded data, no random elements - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: Only plotly.graph_objects imported and used + comment: Single import plotly.graph_objects, fully used - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: Clean loop for traces and annotations. Dictionary-based data. Appropriate - complexity + comment: Dictionary-based visual hierarchy is clean and purposeful. No fake + UI - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: Saves plot.png at 4800x2700. Also saves HTML. Current API + comment: Saves plot.png (4800x2700 via scale=3) and plot.html. Current API library_mastery: score: 7 max: 10 @@ -217,13 +217,13 @@ review: score: 4 max: 5 passed: true - comment: Proper Graph Objects usage with go.Figure, go.Scatter, add_trace, - add_annotation, update_layout + comment: Proper go.Figure, go.Scatter, add_annotation, update_layout. Appropriate + Graph Objects approach - id: LM-02 name: Distinctive Features score: 3 max: 5 - passed: false - comment: HTML export with built-in interactivity is distinctive. Annotation - system is plotly-specific. Missing advanced features like custom hover templates - verdict: REJECTED + passed: true + comment: Custom hovertemplate with P-format, interactive HTML export. Plotly-specific + interactive features + verdict: APPROVED