Data-science

Data Science EDA Package

This Python package includes functions assisting data scientists with various common tasks during the exploratory data analysis stage of a data science project. Its functions will help the data scientist to do preliminary analysis on common column types like numeric columns, categorical columns and text columns; it will also conduct several experimental clusterings on the dataset.

Hypothesis Testing Simply Explained

Basic concepts about hypothesis testing and its application in management

COVID-19 Data Portal

A dashboard visualizing COVID-19 statistics at both global and country scales using JHU CSSE COVID-19 Data, implemented using Python and Plotly Dash

Online Purchase Intention Prediction

Evaluate various machine learning models (LogisticRegression, SVC and RandomForestClassifier) for the best one to predict purchase intention on an e-commerce website