How has violence been growing in Rio de Janeiro?

Photo by Agustin Diaz Gargiulo on Unsplash

Why You Shouldn’t Use Pie Charts and How To Replace Them.

Photo by Priscilla Du Preez on Unsplash

Before We Start

Why You Shouldn’t Use Pie Charts


From a worldwide, Canadian and Brazilian perspective

Photo by Yohann LIBOT on Unsplash


An intro to Pandas Profiling.

Image by Pandas Profiling

Before we start

Easing your EDA


Understanding the Airbnb situation in Toronto by analyzing data handled for free by the company itself.

Image from UrbToronto, edited by me

Goal of the Project

  • Understand the popularity of Airbnb in Toronto.
  • Analyze the most expensive areas, most popular types of rooms, reviews and price/night average.
  • Show some of the Airbnb Legal Issues in Toronto.
  • Teach how to handle missing data and outliers.

Before we start…

Introduction to Airbnb


Easier than ever


The best option to be used as a data science notebook

Vinicius Porfirio Purgato

I’m a data scientist who loves to teach, learn and share my knowledge.

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