text-normalization-and-large-file-processing
OfficialStreamline Excel data cleaning and large file processing.
AuthorOpenSenseNova
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the standardization and cleaning of text data within Excel files, reducing manual efforts in data preprocessing.
Core Features & Use Cases
- Text Standardization: Cleans and normalizes Chinese text by removing extraneous characters and prefixes.
- Numeric Conversion: Converts inconsistent textual numeric fields into integers for analysis.
- Large File Handling: Efficiently processes big Excel files and outputs cleaned data ready for downstream applications.
- Use Case: Prepare raw data export from a Chinese e-commerce platform by removing prefixes and extracting Chinese names to ensure consistent data analysis.
Quick Start
Use the text-normalization skill to clean and normalize Chinese names and numeric fields in your Excel file, then download the processed file for your analysis.
Dependency Matrix
Required Modules
pandasnumpyopenpyxl
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: text-normalization-and-large-file-processing Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#text-normalization-and-large-file-processing Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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