anscom-netDepth-ultimate

A high-performance, multi-threaded network telemetry dashboard built with Python, CustomTkinter, and Matplotlib. Monitors 40+ metrics in real-time. -->> use soft1.py to run the code.

NetDepth Ultimate

NetDepth Ultimate is a professional-grade network analysis tool designed to visualize deep telemetry data. Unlike standard speed tests, NetDepth runs a dual-threaded engine that monitors connection stability, hardware health, and bandwidth throughput in real-time without freezing the UI.

My overview demo video explained: https://youtu.be/Okklr9g9bYw

System Design

NetDepth Ultimate is a professional-grade network analysis tool designed to visualize deep telemetry data. Unlike standard speed tests, NetDepth runs a dual-threaded engine that monitors connection stability, hardware health, and bandwidth throughput in real-time without freezing the UI.

⚠️NOTE:

🐍 Standard Libraries (Do NOT install these) These come pre-installed with Python. You do not need to do anything for them. threading (Runs code in parallel) socket (Network connections) time (Time delays) platform (OS detection) subprocess (Running system commands) re (Regular expressions/text searching) uuid (Getting MAC address) collections (Specifically deque for the moving graph buffer) datetime (Timestamps)

External Libraries (You MUST install these)

These are not included with Python by default.

Import Name	Pip Package Name	Usage
customtkinter	customtkinter	The modern, dark-mode GUI framework.
speedtest	speedtest-cli	Performs the upload/download bandwidth test. (⚠️ Note: Install speedtest-cli, not speedtest)
psutil	psutil	Fetches system stats like CPU, RAM, and network usage.
requests	requests	HTTP library used here to fetch Geo-IP data.
numpy	numpy	Math library used for calculating averages and standard deviation.
matplotlib	matplotlib	Used to draw the live moving graphs.

Key Features

Live Visualization

• Real-Time Graphs: Embedded Matplotlib charts tracking latency (ms) and bandwidth usage (MB/s) at 60 FPS.
• Statistical Analysis: Automatic calculation of Jitter, Standard Deviation (Stability), and Moving Averages (SMA-3/SMA-10).

Dual-Engine Architecture

1. Monitor Thread (24/7): Lightweight background loop checking generic latency, packet loss, and CPU/RAM health every second.
2. Audit Thread: On-demand heavy bandwidth stress testing (Download/Upload) via speedtest-cli.

Deep Telemetry (40+ Metrics)

• Identity: Internal/External IP, MAC Address, Hostname, ISP Organization.
• Geo-Location: City, Region, Timezone mapping.
• Hardware: Active Interface, CPU Load, RAM Usage, Thread Count.
• Connection: Bytes Sent/Recv, Live Data Rates, Error Packets, Drops.

Installation

Ensure you have Python installed. Clone the repository and install the dependencies:

git clone https://github.com/YOUR_USERNAME/NetDepth-Ultimate.git
cd NetDepth-Ultimate
pip install customtkinter speedtest-cli psutil requests matplotlib numpy