visualisation-with-llm 0.1.2

A library for data visualization with LLMs

Visualisation with LLM

Description

visualisation-with-llm is a library for automatic data visualization generation using Large Language Models (LLMs) like Google Gemini. It helps users upload datasets, define problems, and automatically generate, customize, and export visualizations.

Features

• Automatic Visualization Generation: Leverages LLMs to propose relevant visualizations based on dataset and user problem statement.
• Customization Options: Users can adjust visualization titles, axes, and chart types to meet their needs.
• Interactive Data Filtering: Allows users to filter data by column values before generating visualizations.
• Wide Range of Visualizations: Supports scatter plots, line charts, bar charts, histograms, boxplots, heatmaps, and more.
• Data Summarization: Automatically provides summary statistics of the dataset, including numeric and categorical details.
• Export Options: Users can download visualizations as PNG, datasets as CSV, and configurations as JSON files.
• Streamlit Web Interface: Built with Streamlit for an interactive and user-friendly web-based application.

Installation

To install the package, run:

pip install visualisation-with-llm