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PyTravel's main objectives are:
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Analyze tourism data to report trends to the marketing team
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Provide clients with flight and hotel options for their next trip
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Provide up-to-date information on COVID-19 travel restrictions
You will find three directories that address each of these objectives if you follow the path:
resources/exploration_cleanup_notebooks/
Here's a breakdown of the solutions we provide.
- What has been the trend of international travel?
- Where in the world do tourists travel the most? Continent?
- Which countries did the most tourists travel to between the years 1995 - 2019?
- How does 2020 travel compare to travel in 2019 and thus far in 2021?
- How has COVID-19 affected international travel from the United States?
- What are some of the travel restrictions that have been implemented due to COVID-19?
The Trip Planner Notebook generates two text files for flight and hotel quotes, and a client-focused dashboard.
What are the flight options available for the client's intended destination?
- A text file named
flights_output.txtwith detailed flight quote(s) information- A bar plot with price for any and all quotes retrieved by the API
What is the hotel availability in the destination of interest?
- A scatter plot map with the number of hotels in a given city
What are some of the hotel options? How do these compare to each other in price and quality?
- A text file named
hotels_output.txtwith detailed information for 20 hotels in the area
- A scatter plot of pricing vs. review scores for hotels in the location of choice
How can we compare hotel locations with other points of reference?
- An interactive map with location, price and review score data for 20 hotels
