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Brown Datathon 2020

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  • Participants (72)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Allocation Model to predict Homebuyers
Allocation Model to predict Homebuyers

We incorporate external data on zip 5 level to aggregate with citizen bank's data and run an allocation model to predict homebuyers

Winner Winner
Wanxin Ye Kai Lu Zhangyi (David) Fan Weihao Zhou + 1
0 0
Graph Representations for Home Buyer Prediction
Graph Representations for Home Buyer Prediction

Using a graph neural network and external data from the Census Bureau and Zillow, we predict the number of home buyers for a given zip code

Winner Winner
Sal Balkus Jacob Zuliani Linda Nguyen Josue N Rivera
0 0
SIR Viral - nCoV-19 SIR Model with Migration
SIR Viral - nCoV-19 SIR Model with Migration

We created a simple SIR model with migration term and stochastics based on the immigration data in the US.

Winner Winner
Joon Kwon Jiancong Shen Thomas Phillipoff Caleb Sacks
1 0
Airline Outlook 2020
Airline Outlook 2020

What does the COVID-19 coronavirus outbreak mean for tourism to the United States and where is the next growth?

Winner Winner
Bonnie Nguyen Ziw96 Li jacquelynblum Blum Angela Jin
0 0
Singapore Slingers: Disease Awareness and Arrival Trends
Singapore Slingers: Disease Awareness and Arrival Trends

We hypothesize that public awareness of disease outbreaks correlates negatively to the number of arrivals from China into the US.

Winner Winner
Stephen Sun Desmond Cheong Jian Cong Loh
1 0
Predicting Stability after COVID-19
Predicting Stability after COVID-19

Based on Chinese tourism levels to the United States during the SARS outbreak, we created an ARIMA model to predict when tourism to the US will rebound to pre-COVID-19 levels.

Winner Winner
Trisha Ballakur Emma Dennis-Knieriem Jeremy Banuelos Kunal Lalwani
0 0
InsertionPOSPrediction
InsertionPOSPrediction

Calculate the similarity between input wikipiece and all base sentences. Find out the most similar one and the relevant insertion. Predict the possible part of speech combination accordindly.

Yingke Wang Serena Li TJ Perez
0 0
Coronavirus Impact on Travel to USA - Team HAM
Coronavirus Impact on Travel to USA - Team HAM

We modelled the impact of the SARS outbreak in 2003 on arrivals to the USA and used this model to predict the impact of the Coronavirus outbreak in the first half of 2020.

Hariz Johnson Artemas Wang
0 0
PredictHouseBuyer
PredictHouseBuyer

For each region in a given ZIP code area, predict whether there will be homebuyers or not.

HannahHa Han Sayan Samanta Nicholas Lim
1 0
SmartEdits
SmartEdits

Using the WikiAtomicEdits dataset, we have two goals - 1. Categorize the type of edits made . 2. Finding practical use - cases of the data set and building them.

Ashvini  Varatharaj Shyam Subramanian Adhitya Athyur Ganesh Nikhil Jonnavithula
0 0
Home Buyers
Home Buyers

Visualizing who could be home buyers within a zip-9

Isabel Abonitalla Richard Hill
0 0
Machine Learning to Build Machines
Machine Learning to Build Machines

A pipeline to predict Additive Manufacturing Parameters to overcome the problems of physics based simulations

Murali T S Ammaar Ahmed
1 0
SmartEstate - Analytics for Buying Homes
SmartEstate - Analytics for Buying Homes

Using the Citizen's Bank dataset, we analyzed how geography affects home buyers, integrating demographic and credit data for various consumer use cases.

George Hu GeneSiriviboon jason-crowley Crowley
0 0

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