🔍 SimNetX

A web application for analyzing multivariate data through similarity networks, with interactive visualizations and basic exploratory statistics.

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🚀 Features

• Upload and process multivariate datasets.
• Construct and interactively explore similarity networks.
• Interactive graph visualization using D3.js.
• Compute and display basic descriptive statistics.

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🛠️ Installation & Setup

Prerequisites

• .NET SDK (version 6.0 or later)
• Any modern browser (Chrome, Firefox, Edge)

Clone the repository

git clone https://github.com/yourusername/yourrepo.git
cd yourrepo

Build and run the server

dotnet build
dotnet run

Access the app

Open your browser and go to: http://app.olgen.cz/simnetx

▶️ Usage

1. Upload your dataset (CSV).
2. The app computes a similarity network from the data.
3. Explore the network interactively:
   • Zoom, pan, and hover for details.
   • Highlight clusters or specific attributes.
4. View basic exploratory statistics (e.g., distributions, summary tables).
5. Export results for further use.

📊 Example

Here’s an example of a similarity network generated by the app:

⚙️ Technologies Used

Server: C# (.NET Core / ASP.NET Core) Frontend: HTML, CSS, JavaScript Visualization: D3.js Data Handling: D3.js, Newtonsoft.Json