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synthetic-data-demo

Official

Generate synthetic data & dashboards

Data & Analytics#data visualization#dashboard#data generation#streamlit#synthetic data#snowflake
Authorevolvconsulting
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the creation of realistic synthetic datasets and interactive Streamlit dashboards, enabling rapid prototyping and data exploration without relying on sensitive production data.

Core Features & Use Cases

  • Synthetic Data Generation: Creates diverse datasets for various industries (finance, logistics, healthcare, e-commerce, etc.) with customizable record counts.
  • Automated Dashboard Creation: Deploys interactive Streamlit dashboards directly to Snowflake for immediate data visualization and analysis.
  • Use Case: A data analyst needs to build a fraud detection model but lacks sample data. They can use this Skill to generate a realistic transaction dataset with fraud labels and a dashboard to explore patterns.

Quick Start

Generate synthetic data for financial fraud detection with 10,000 records in the '/Users/carolusholman/projects/fraud_demo' directory.

Dependency Matrix

Required Modules

None required

Components

scriptsreferencesassets

💻 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: synthetic-data-demo
Download link: https://github.com/evolvconsulting/coco-hol/archive/main.zip#synthetic-data-demo

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