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numeric-format-normalization

Official

Standardize and clean large-scale Excel numeric data efficiently.

Data & Analytics#validation#data integrity#excel#data cleaning#parquet#numeric normalization
AuthorOpenSenseNova
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of inconsistent numerical formats and data quality issues within Excel files, ensuring accurate analysis and reporting by automating data cleaning and validation.

Core Features & Use Cases

  • Data Cleaning and Normalization: Removes empty or invalid entries and converts values to a uniform numeric format across large datasets.
  • Sum Calculation and Validation: Computes the total of target numerical columns and compares with specified summary data for consistency.
  • Use Case: A user wants to verify the total building area from a large Excel sheet against a summary report, ensuring data integrity before further analysis.

Quick Start

Use this Skill to clean, sum, and validate numerical data in an Excel file to maintain consistency and accuracy across large datasets.

Dependency Matrix

Required Modules

None required

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: numeric-format-normalization
Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#numeric-format-normalization

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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