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[scatter-basic] seaborn implementation #241
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.scatterplot - Config: figsize=16, 9, color=#306998
Status
- PR: feat(seaborn): implement scatter-basic #353
- File:
plots/seaborn/scatterplot/scatter-basic/default.py - Workflow: 19995640490
- Imports:
🧪 Test Results (PR #353)
Python:
📊 Plot Preview (Python 3.13)
seaborn (default) - UPDATE
Before After View version history (2 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 ("X Value", "Y Value")
- VQ-002: Grid is subtle (alpha=0.3)
- VQ-003: Elements clear (appropriate size=30, alpha=0.6)
- VQ-004: No overlap issues
- VQ-005: Legend N/A (single series, no hue mapping)
- VQ-006: Colorblind safe (steelblue)
- VQ-007: Image size correct (16:9 aspect ratio)
- VQ-008: Title centered and clear
- CQ-001: Type hints present (full typing)
- CQ-002: Docstring complete (Args, Returns, Raises, Example)
- CQ-003: Input validation (empty data, columns, numeric types)
- CQ-004: Clear error messages (lists available columns)
- CQ-005: No magic numbers (all exposed as parameters)
- CR-001: Data accurate
- CR-002: Spec compliance
- CR-003: Edge cases handled
Issues Found
None - implementation meets all quality criteria.
Strengths
- Excellent input validation: Checks for empty data, missing columns, and non-numeric data types
- Complete docstring: Google-style with all required sections including Example
- Clean visual output: Subtle grid, appropriate point size and transparency for scatter data
- Library-specific best practices: Uses axes-level API (
sns.scatterplotwithax=ax) per seaborn guidelines - Flexible parameters: All styling options exposed with sensible defaults
AI Feedback for Next Attempt
No issues found - implementation is production ready.
Verdict: APPROVED
- added a commit that references this issue
on Dec 7, 2025 Merged
seaborn implementation for
scatter-basichas been merged!
🚀 Auto-merged by pyplots CI
[scatter-basic] seaborn Implementation
Parent Issue: #207
Spec:
specs/scatter-basic.mdLibrary: seaborn
Feature Branch:
plot/scatter-basicAttempt History
Attempts will be documented below as comments.