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data_cleaning

by benchflow-ai897173GitHub

Clean messy tabular datasets with deduplication, missing value imputation, outlier handling, and text processing. Use when dealing with dirty data that has duplicates, nulls, or inconsistent formatting.

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Claude Code
Claude Code
~/.claude/skills/
Codex CLI
Codex CLI
~/.codex/skills/
Gemini CLI
Gemini CLI
~/.gemini/skills/
O
OpenCode
~/.opencode/skills/
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OpenClaw
~/.openclaw/skills/
GitHub Copilot
GitHub Copilot
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Cursor
~/.cursor/skills/
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Windsurf
~/.codeium/windsurf/skills/
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Cline
~/.cline/skills/
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Roo Code
~/.roo/skills/
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Kiro
~/.kiro/skills/
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Junie
~/.junie/skills/
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Augment Code
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Warp
~/.warp/skills/
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Goose
~/.config/goose/skills/
SKILL.md

Data Cleaning Framework

Comprehensive, modular data cleaning framework for tabular datasets. Provides strategy-based cleaning operations including deduplication, missing value imputation, text processing, and outlier handling through a configurable pipeline.

API

from data_cleaning import CleaningStrategies, DataCleaningPipeline

Source: https://github.com/benchflow-ai/SkillsBench#tasks_no_script-trend-anomaly-causal-inference-environment-skills-data_cleaning

Content curated from original sources, copyright belongs to authors

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WORKS WITH

Claude Code
Claude
Codex CLI
Codex
Gemini CLI
Gemini
O
OpenCode
O
OpenClaw
GitHub Copilot
Copilot
Cursor
Cursor
W
Windsurf
C
Cline
R
Roo
K
Kiro
J
Junie
A
Augment
W
Warp
G
Goose