alviandk/datscience

My Data Science Exercise

DatScience

My Data Science Exercise

This project is for upgrading my skillset in data science. It was created with popular data science library in python universe including scikit, matplotlib, pandas, etc.

Installation

• clone this repo to your computer https://github.com/alviandk/DatScience.git.
• go to the DatScience directory and install the requirement pip install -r requirements.txt.
• run the server with the command jupyter notebook
• open in browser http://localhost:8888/tree
• select one of jupyter notebook file (.ipynb extension)

Some of implementations:

• KMean Clustering of Vaccinate Data in All Provinces of Indonesia

KMean Clustering of Vaccinate Data in All Provinces of Indonesia

• The raw data is from public health Office of Indonesia year 2016

• The provinces are clustered into 4 cluster

• Each total of cluster is visualized using pie chart