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Airbnb-Part B (Python- Interactive Map, Natural Language Processing)

Introduction from part A

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1) Neighborhoods

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2) Room types, Property type, & Number of people per booking

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1) Findings possibly illegal hotels

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2) Unwanted effects of professional hosts

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“We are a passionate team running a modern tech-enabled corp housing co that believes nicely furnished high end homes should be consistent, affordable and easy to book.”

“Zeus is reinventing corporate housing. We do this by providing a unique, hassle-free, and high-quality housing experience in each of our 1,400+ homes throughout the San Francisco Bay Area, Los Angeles, Washington” Zeus has become a permanent partner with Zeus “

“Stay where it counts. When you book a Loftium, you’re contributing to the local community. Each Loftium is home to a local resident who hosts and lives right on-site, making sure your experience is a delightful one. All spaces are designed with your comfort in mind! We’ve made check-in and communication a breeze, and each home provides a beautiful and cozy place to rest your head during your travels. Every Loftium home and host is unique, and you’ll always get a true neighborhood experience during your stay. Visit a new community and book a Loftium in any of our cities: Seattle, Portland, Denver, San Diego, Phoenix, Chicago, Atlanta, Dallas, Charlotte, or Orlando. We can’t wait for you to visit!”

1) Per neighborhood’s Average daily price, Review score and Safety index

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Seattle’s crime rate statistics (Source: Seattle Police department )