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LLM Automation in Data Analysis

Official repo for "How Effectively Do LLMs Automate Data Analysis? A Comparative Study with ChatGPT's Data Analyst, Grok, and Qwen"

Assets

  1. Prompts used: here
  2. Chat history: here
  3. Generated code: here

Schema

.
β”œβ”€β”€ chat/                                
β”‚   β”œβ”€β”€ Academic Records from UFCG/      
β”‚   β”‚   β”œβ”€β”€ ChatGPTs Data Analyst/          
β”‚   β”‚   β”œβ”€β”€ Grok/
β”‚   β”‚   └── Qwen/
β”‚   β”‚ 
β”‚   β”œβ”€β”€ HIV/                             
β”‚   β”‚   β”œβ”€β”€ ChatGPTs Data Analyst/
β”‚   β”‚   β”œβ”€β”€ Grok/
β”‚   β”‚   └── Qwen/
β”‚   β”‚
β”‚   └── Sicor/                           
β”‚       β”œβ”€β”€ ChatGPTs Data Analyst/
β”‚       β”œβ”€β”€ Grok/
β”‚       └── Qwen/
β”‚
β”œβ”€β”€ code/                                 

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Official repo for "How Effectively Do LLMs Automate Data Analysis? A Comparative Study with ChatGPT's Data Analyst, Grok, and Qwen"

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