Graph Summarizer

A project focused on generating concise summaries of complex graphs to enhance data understanding and decision-making.

Overview

The Graph Summarizer project aims to simplify complex graph data into concise summaries, making it easier to visualize, understand, and make data-driven decisions.

About the Project

The tool is designed to take images of graphs, extract key information, and generate a PDF summary. This project currently supports bar graphs and line graphs, with plans to include other types of graphs in the future.

How It Works

  1. Input: Provide the path to the graph image.
  2. Processing: The tool extracts data from the graph and analyzes it.
  3. Output: A summary is generated and saved as a PDF.

Usage

Run the following command to summarize a bar graph:

python plot.py summarize bargraph.png bargraph

For a line graph:

python plot.py summarize linegraph.png linegraph

GitHub Repository

Explore the source code and contribute to the project on GitHub: View on GitHub

Sample Outputs

Above are the sample graphs, and below is the sample PDF generated for the bar graph.

Future Scope

  • Support for additional graph types (e.g., scatter plots, area graphs).
  • Extension to 3D and 4D graph summaries.

Tech Stack

  • Python