---
language:
- en
license: apache-2.0
task_categories:
- image-to-text
- feature-extraction
tags:
- graph
- visualization
- diagram
---
# Random Graphs

## Dataset Description

Over 20 000 randomly generated directed graphs with labels and formatting assigned at random.

## Key Features

- **Generation method:** Erdős–Rényi random graph model  
- **Vertices:** 2 to 15 per graph  
- **Edge probability:** Uniformly random between 0.0 and 1.0  
- **Labels:** Sampled from the [agentlans/noun-phrases](https://huggingface.co/datasets/agentlans/noun-phrases) dataset  

## Dataset Structure

Each entry includes:
  - `image`: PNG rendering of the graph  
  - `dot`: Graphviz DOT source code  
  - `lisp`: S-expression structure of vertices and edges  

## Limitations

- Graphs are randomly generated and do not reflect real-world structures.  
- Graphs and labels may appear nonsensical or visually unappealing.  

## Licence

Apache License 2.0