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mixture_formatter

Official

Mix and merge multiple datasets for comprehensive data analysis.

Data & Analytics#data analysis#data integration#data preparation#data blending#dataset merging
Authorcas-bigdatalab
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of combining diverse datasets into a unified format for more powerful analysis and insights.

Core Features & Use Cases

  • Dataset Merging: Combines samples from multiple datasets based on specified weights or equal distribution.
  • Data Aggregation: Generates a new dataset that can be used for further analysis.
  • Use Case: Ideal for data scientists who need to blend data from different sources to create a single, coherent dataset for analysis.

Quick Start

Run the mixture_formatter skill to merge data from 'dataset1.jsonl' and 'dataset2.jsonl' with equal weights, and output to 'output.jsonl'.

Dependency Matrix

Required Modules

data_juicer

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: mixture_formatter
Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#mixture-formatter

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