tempnetviz 0.1.0

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TempGraphViz

TempGraphViz is an interactive GUI designed for exploring, analyzing, and visualizing temporal graphs — graphs that evolve over time.

Installation & usage

You can install TempGraphViz with pip using:

pip install tempgraphviz

To start the GUI:

python -m tempgraphviz.main_gui

If you do not have Python installed, or prefer not to use it, you can download TempGraphViz as an executable here.

Quickstart

Your data should be stored in a single folder as .csv files, where each file represents the graph at a specific time point.

Steps to get started:

1. Click Open in the GUI to select the folder containing your .csv files.
2. Use the Sub-graph selector to choose one or multiple layers to visualize or analyze.
3. Adjust the layout and metrics to explore structural properties.
4. Optionally, apply a graph cut for better readability on large graphs.
5. Switch between Graph, Histogram, and Animation views to gain different insights.

Main Functionalities

Structure Visualization

Visualize temporal graphs as a 3D stack to see how connections evolve over time. You can compute various metrics to quantify node importance — important nodes will appear larger.

Metrics Distribution

Visualize how metrics evolve over time using histograms.

Temporal Layout

You can also display the results as a temporal layout.

Graph Animation

Animate the temporal evolution of your graph to better understand dynamics.

License

This project is licensed under the MIT License.