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[box-basic] seaborn implementation #220
Description
Activity
- added a parent issue
on Dec 6, 2025 Attempt 1/3
Technical Approach
- Imports:
import matplotlib.pyplot as plt, import numpy as np, import pandas as pd - Plot function:
sns.boxplot - Config: figsize=16, 9
Status
- PR: feat(seaborn): implement box-basic #299
- File:
plots/seaborn/boxplot/box-basic/default.py - Workflow: 19995639100
- Imports:
🧪 Test Results (PR #299)
Python:
📊 Plot Preview (Python 3.13)
seaborn (default) - UPDATE
Before After View version history (4 versions)
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🧪 Test Results (PR #299)
Python:
📊 Plot Preview (Python 3.13)
seaborn (default) - UPDATE
Before After View version history (5 versions)
🤖 Generated by gen-preview workflow
AI Review - Attempt 1/3
Quality Evaluation
Evaluator Score Verdict Claude 92/100 approve Criteria Checklist
- VQ-001: Axes labeled correctly ("Group" and "Value")
- VQ-002: Grid is subtle (alpha=0.3, dashed, y-axis only)
- VQ-003: Elements clear - boxes well-sized with appropriate line widths
- VQ-004: No overlap - clean layout with no label collisions
- VQ-005: Legend not needed (single categorical comparison)
- VQ-006: Colorblind safe - uses Set2 palette
- VQ-007: Image size correct (16:9 aspect ratio)
- VQ-008: Title present and centered
- CQ-001: Type hints present on all parameters
- CQ-002: Google-style docstring with Args, Returns, Raises, Example
- CQ-003: Input validation for empty data and missing columns
- CQ-004: Clear error messages showing available columns
- CQ-005: Magic numbers acceptable as style defaults
- CR-001: Data columns used correctly
- CR-002: Spec compliance - box plot with quartiles, whiskers, outliers
- CR-003: Edge cases handled properly
- Seaborn API 0.14+ compliant (hue with palette + legend=False)
Issues Found
None - implementation is clean and follows all guidelines.
Strengths
- Proper seaborn 0.14+ API usage with
hue=groups, palette='Set2', legend=False - Comprehensive input validation with helpful error messages
- Smart handling of many groups (rotation when >5 groups)
- Statistical annotations showing sample sizes (n=count)
- Clean visual styling with
sns.despine()
Verdict: APPROVED
- added a commit that references this issue
on Dec 6, 2025 Merged
seaborn implementation for
box-basichas been merged!
🚀 Auto-merged by pyplots CI
[box-basic] seaborn Implementation
Parent Issue: #203
Spec:
specs/box-basic.mdLibrary: seaborn
Feature Branch:
plot/box-basicAttempt History
Attempts will be documented below as comments.