Datalore

Datalore is an AI-driven data analysis tool that integrates Anthropic's Claude API and multiple data analysis libraries. It provides an interactive interface that enables users to perform data analysis tasks using natural language commands.

Demand group:

" Datalore is suitable for professionals and researchers who need to perform data analysis, especially those who want to use natural language commands to simplify the data manipulation and analysis process."

Example of usage scenario:

Load sales data files and analyze them

Create a scatter plot of price versus quantity

Perform linear regression analysis of your data

Product features:

Natural language interaction for data analysis tasks

Integrate Anthropic’s Claude API for advanced language processing

Supports loading data from CSV, Excel, JSON and other file formats

Data preprocessing and cleaning

Exploratory Data Analysis (EDA) and Statistical Analysis

data visualization

Execute custom Python code for advanced operations

Conversation history management

Colored terminal output to enhance readability

Usage tutorial:

Clone the repository: git clone https://github.com/yourusername/ Datalore .git

Enter the warehouse directory: cd Datalore

Install required packages: pip install -r requirements.txt

Create a .env file in the project root directory and add the Anthropic API key: ANTHROPIC_API_KEY=your_api_key_here

Run the main script and follow the prompts to interact with AI data analyst Claude