• Indonesia Salary by region from 1997-2022 – Visually by running a bar chart

    How do I create a running bar chart using Google Colab? Even though there are many ways to create a similar visualization. I would like to present to you how I did it using a google collab. If you are not familiar with Google Colab. If you have ever used a word document on the…


  • Project 12: Optimizing Online Sports Retail Revenue

    1. Counting missing values Sports clothing and athleisure attire is a huge industry, worth approximately $193 billion in 2021 with a strong growth forecast over the next decade! In this notebook, we play the role of a product analyst for an online sports clothing company. The company is specifically interested in how it can improve revenue. We…


  • Project 9: Analysis of NYC Public School Test Results for SAT

    1. Inspecting the data Photo by Jannis Lucas on Unsplash. Every year, American high school students take SATs, which are standardized tests intended to measure literacy, numeracy, and writing skills. There are three sections – reading, math, and writing, each with a maximum score of 800 points. These tests are extremely important for students and colleges, as they…