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How COVID impacted CO2 emissions due to flights
Creating memorable and safe vacations using illness death counts
no time
An analysis of how reviews for attractions in Europe
Looking at frequency of Local, Interstate, and Long Distance travel in relation to deaths from various diseases.
Using US Airline Flight Routes and Fares 1993-2024
Analysis of the CO2 trends of domestic and international flights, as well as the dip between 2019-2020 in flight emissions.
We fetched travel reviews from an API from 8 different location and compared the sentiment of those reviews on location and weather
Have you ever wondered how well your county handled the COVID-19 pandemic relative to surrounding counties in regards to travel?
Using Google review data, we found the most optimal travel plan using what users reviewed the highest in 4 categories. We then built on that plan, suggesting activities based on user preferences.
Information that would be useful as a solo traveler in Europe
Experience personalized travel planning with our intelligent chatbot. Describe what you're looking for, and we'll instantly recommend the most relevant places to make your journey unforgettable.
Linking Aviation Emissions to Climate Impacts on At-Risk Communities
We analyzed customer review data by city to provide insights into the city's travel experiences. This included the generation of keywords from the reviews and sentiment involved.
Infectious diseases like Influenza, Pneumonia, and COVID-19 disrupt daily life and travel, prompting our studies to manage their future impact.
Examined the effects of traveling on the spread of respiratory diseases, particularly COVID-19
Google reviews are biased; we created a model to help correct it.
Data is useless unless cleaned, visualized, and interpreted. We developed a swift and accurate tool to display relevant air travel data for airports and airlines for users to use in decision making!
A Michelin-style journal providing data-driven insights to enhance tourist experiences and help businesses grow, using location clustering, sentiment analysis, and personalized recommendations.
We visualize global emissions per capita through dynamic, interactive maps, and predict future trends using machine learning, empowering data-driven climate action for a more sustainable world.
Utilizing user reviews, we created a recommendation algorithm, enabling accurate predictions of what tourists are likely to enjoy to create a smoother travelling experience.
AI powered travel itinerary generator
Can passengers use low airfare predictors to fly less expensively?
Using Google Reviews, we cluster traveler preferences to create personalized itineraries, predicting the perfect trip based on data. Tailored recommendations for smarter travel planning.
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