Project:

1. Select an external dataset, one of which is from the website: Kaggle Dataset or UCI Machine learning

2. Perform appropriate these data science project flow:

a. data preprocessing: Clean and filter the data, convert the data from one format to another, extract and replace values, and split, merge,

and extract columns.

b. data exploration: inspect the data and its properties, compute descriptive statistics and test significant variables(correlation), gain some data

visualization through simple formatting of charts such as scatterplot, line charts or bar charts, etc.

3. The given solution is conducted using Python code (libraries such as Pandas, Numpy, Matplotlib and/or user-define function, etc.)