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Udacity Data Science Nanodegree — Capstone Project

Photo: Grand Warszawski / Shutterstock

** All code for this project is included in this Github repository **


Starbucks Corporation is an American multinational chain of coffeehouses and roasting reserves headquartered in Seattle, Washington. As the world’s largest coffeehouse chain, Starbucks operates more than 30,000 locations worldwide in more than 70 countries. To connect with its customer, Starbucks has a reward mobile application to send advertisements and offers.

Project Overview:

In this project, I will be analyzing data coming out of this app and try to find trends and relations between users information and offer data. …

Discover inner trends of Airbnb listings in New York.

New York — United States of America


In this article, I will be analyzing different aspects of Airbnb listings in New York. I will be working with the dateset that is available on Inside Airbnb up to July 7, 2020.

The code used for analysis is available on Github.

I will be looking into the following questions:

  • How does the price distribution in New York look like?
  • What are the different room types available and how does their price differ?
  • How does the area or neighborhood affect the price?
  • Does the “minimum night” requirement affect the price?

Shahed Mashni

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