Posts with tag: data science

Competition and Monopoly in the US Airline Industry
Planning for a trip could be stressful. Especially when it includes flying somewhere, finding the right flight ticket...
Improving Citi Bike Operations through Bike Rebalancing
Introduction The Citi Bike operations team faces a daily challenge—ensuring that a consistent supply of bikes is available...
Home Constructions Data in the US and Future Outlook
Connect on Linkedin! Visit my Github for source code Motivation Since the start of the pandemic (already year...
Creating an End-to-End Machine Learning Pipeline for a Nation-wide Homebuilder
Background A nation-wide home construction company in operation for over 50 years approached our data science team to...
The Rise of NYC 311 Noise Complaints: A Python Exploratory Data Analysis
Project GitHub | LinkedIn Key Takeaways Residential noise complaint volumes in NYC vary significantly between 2019, 2020 and...
A Dashboard Application for Data-driven House Flipping
Try the app here | GitHub repo | LinkedIn:   Moritz   Hao-Wei   Matthew   Oren Background and Business Objectives U.S....
How Do Economic Factors Influence National Park Visitation?
Background: Over 300 million visitors go to the US National Parks each year. The National Parks Services (NPS)...
New York City: Booms and Blooms
🗽 Introduction New York, New York The Big Apple, the city that never sleeps, Empire city, the Capital...
Can the Data from EA's FIFA Potential Rating System be Useful for Sports Betting?
Preface Anyone in sports betting or gambling all know that the odds are always against them, yet the...
Forecasting Zillow Rent Index in California
GitHub Authors: Karl Lundquist, Cherie Wang, David Kressley & Ayelet Hillel Introduction                This project was conducted in...
Predicting Housing Prices in Ames, Iowa
Introduction The real estate market is constantly changing with moving economic factors (supply, demand, cost of living index,...
Maths Behind Collaborative Recommendation System: A review of Goodreads Book dataset
Github | Linkedin Introduction Recommendation systems have gained huge popularity among eCommerce and online media in the last...
How Caring is Home Health Care?
An exploration of Home Health Agency data to determine factors associated with patient health outcomes Shiny App Motivation...
Think Productive, Be Social
Introduction As humans, we are profoundly social creatures; we long for meaningful connection with other individuals. Social connectedness...

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