
PS3.11 Submission
This notebook is a submission for the Playground Series - Season 3, Episode 11 competition.

Comparison of Book Ratings
This notebook will look at the ratings I've given to the books I've read and compare them to the general concensus ratings that are Goodreads' Average Rating.

Vanguard Investor Fund Data EDA
This notebook will go through an EDA (Exploratory Data Analysis) of the fund data available on Vanguard Investor using the Vanguard Investor Fund Data dataset.

Displaying Bitcoin Block Data
This notebook will show example visualization of the data on the Bitcoin blockchain using the Bitcoin Block Data dataset. You can see the full project for data extraction and visualization on Github.

Loop Multiplication vs. Vectorization
This notebook seeks to visually explain the advantages of using Vectorization as opposed to Loop Multiplication due to the improved efficiency and faster run time.