invalid-data-cleaning
OfficialStreamline large Excel data cleaning and transformation.
AuthorOpenSenseNova
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies large-scale Excel data preprocessing by automating data validation and text cleaning, helping users improve data quality efficiently.
Core Features & Use Cases
- Excel Data Conversion: Checks total row count to decide whether to convert Excel files to Parquet format for faster processing.
- Text Cleaning with Regex: Cleans specific text columns by extracting only Chinese characters, removing special characters and numbers.
- Export and Download: Saves cleaned data as Excel files and provides direct download links, supporting data analysis, reporting, and data pipeline workflows.
Quick Start
Use the invalid-data-cleaning skill to process your large Excel datasets, clean Chinese text columns, and download the cleaned files for further analysis.
Dependency Matrix
Required Modules
pandasre
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: invalid-data-cleaning Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#invalid-data-cleaning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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