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analyze-csv

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Quickly understand CSV data insights and quality.

Data & Analytics#data quality#data validation#data analysis#statistics#csv
Authorsilva2kand
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Analyzes CSV files to deliver detailed schema, data quality assessments, and statistical summaries, aiding data review and validation.

Core Features & Use Cases

  • Schema Analysis: Identifies data types and column structures in datasets.
  • Data Quality Checks: Detects missing values, anomalies, and inconsistencies across columns.
  • Statistical Summaries: Provides key metrics such as mean, median, min, max for numeric data.
  • Use Case: A data analyst uploads a CSV with customer info to get insights on data health and irregularities before modeling.

Quick Start

Use analyze-csv to examine the structure and quality of your CSV file by specifying its path, for example, 'data/customers.csv'.

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: analyze-csv
Download link: https://github.com/silva2kand/silva-ide/archive/main.zip#analyze-csv

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