Chemicals In Cosmetics

Did you know that there are over 12,000 chemicals used in cosmetics and personal care products? This dataset contains information on the chemicals used in cosmetics, including the name of the chemical, the company that manufactures it and the primary category it is used in

Chocolate Analysis

Chocolate is one of the most popular candies in the world. Each year,residents of the United states collectively eat more than 2 billion pounds. However, not all chocolate bars are created equal! The dataset contained expert ratings of over 1700 individual chocolate bars.

FIFA '21 Data cleaning challenge

Data cleaning is an essential step in data analysis. The 2022 FIFA World cup has generated a lot of data that needs to be cleaned before analysis. This challenge helped me understand the importance of data cleaning and its role in producing meaningful insights.

EntryLevel - Data Analysis Portfolio

After taking the "Data Analysis 1" course on Entrylevel.net,this capstone project was a requirement to getting a certfication . The capstone project consisted a "Udemy Project" and "Video games sales across major continents"