DBSCAN

DBSCAN is clustering algorithm.

Tech :hammer_and_wrench: Languages and Tools :

<div> <img src="https://github.com/devicons/devicon/blob/master/icons/python/python-original.svg" title="Python" alt="Python" width="40" height="40"/>&nbsp; <img src="https://github.com/devicons/devicon/blob/master/icons/jupyter/jupyter-original.svg" title="Jupyter Notebook" alt="Jupyter Notebook" width="40" height="40"/>&nbsp; <img src="https://assets.st-note.com/img/1670632589167-x9aAV8lmnH.png" title="Google Colab" alt="Google Colab" width="40" height="40"/>&nbsp; <img src="https://github.com/devicons/devicon/blob/master/icons/pandas/pandas-original.svg" title="Pandas" alt="Pandas" width="40" height="40"/>&nbsp; <img src="https://github.com/devicons/devicon/blob/master/icons/networkx/networkx-original.svg" title="Networkx" alt="Networkx" width="40" height="40"/>&nbsp; <img src="https://github.com/devicons/devicon/blob/master/icons/matplotlib/matplotlib-original.svg" title="MatPlotLib" alt="MatPlotLib" width="40" height="40"/>&nbsp; <img src="https://cdn.worldvectorlogo.com/logos/seaborn-1.svg" title="seaborn" alt="seaborn" width="40" height="40"/>&nbsp; </div>

Run the Notebook on Google Colab

You can easily run this code on google colab by just clicking this badge

About Dataset

we get dataset from a github repo

Result

true clustering :

<div display=flex align=center> <img src="/Images/1.png" width="800px"/> </div>

DBSCAN clustering :

<div display=flex align=center> <img src="/Images/2.png" width="800px"/> </div>

License

This project is licensed under the MIT License.