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Columbia Data Science Society Datathon Fall 2023

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  • Overview
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  • Participants (120)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

Sponsor Prizes
Decoding devices
Decoding devices

Introducing Decoding Devices powered by MAUDE, a game-changer in patient safety. Leveraging the extensive data within the FDA's MAUDE database, our innovative solution decodes critical insights.

Winner Winner
Nikhil Reddy Varimalla Arusarka Bose
6 2
Top NYC Schools
Top NYC Schools

Education

Winner Winner
Tianqi Liu Yalong Zhang Wenjie Bi
4 0
Bayes Eco-Fit: A Framework for Targeting Building Retrofits
Bayes Eco-Fit: A Framework for Targeting Building Retrofits

Building energy conservation measures are crucial to lower GE. Energy star score inadequately describes building-level performance. We provide a framework for practitioners to identify these targets.

Winner Winner
Pinqiao Wang Alex Friedman Eva Sharman Geonhee Han
4 0
Dynamic Pricing for New York Subway Fares
Dynamic Pricing for New York Subway Fares

Revolutionizing NYC's MTA with dynamic pricing: smoother rides by spreading demand and boosting revenue. Making commutes efficient and comfortable for all.

Winner Winner
Nghia Tri Nim Cheryl Yan Anik Dey Tengyu Song
18 0
Piercing Manhattan Skyline Responsibly
Piercing Manhattan Skyline Responsibly

We use data collected in the implementation of the 'Greener, Greater Buildings Plan' laws to analyse the compliance of existing and upcoming buildings to building emissions caps.

Winner Winner
Layanne El Assaad Nicholas Ding Yang Choong Tawab Safi
9 0
CDSS Hackathon 2023
CDSS Hackathon 2023

hackathon

Darren Tung Akshat Agrawal Yu Zheng Lim Shivani Singh
0 0
Empowering Students across NYC
Empowering Students across NYC

Our team has analyzed the root causes of educational inequality in NYC: poverty, crime and racial segregation, to empower students in NYC by addressing these problems directly.

Jean Law Max Mason JB-LBT Labit LW0214 Wu
9 1
Educational DataSet
Educational DataSet

What parameters influence Math and ELA test scores? Our goal is to understand which features are the more influential in helping NYC school working on these specific ones.

Austin Schaefer Roy Michael Madpis Ethan Olivier
0 0
NYC Subway Optimization
NYC Subway Optimization

NYC Subway Optimization

Jinyu Xu Jiankun Sun Hongyu Zhu shiyang zhang
11 4
Displays Around NYC Subway Stations
Displays Around NYC Subway Stations

Snazzy display on the way…

Joshua Barragan Veronica Lanuza
1 0
MediSafe: Analysing Safety of Medical Devices & Procedures
MediSafe: Analysing Safety of Medical Devices & Procedures

Motivation: There is a persistent problem of medical devices leading to adverse events. We aim to identify and analyze procedure/device-related errors in adverse events associated with medical device

Sai Rithvik Kanakamedala Saili Myana Rohan Poddar
28 0
Analysis of MTA Subway
Analysis of MTA Subway

Be the best!

Yixiao Yuan Xinjin Li Wendell Liu Yuchen Ge
5 0
Education Analysis
Education Analysis

Etc

Yalong Zhang
0 0
Drug Reaction | Lets Do it
Drug Reaction | Lets Do it

What factors tend to cause adverse drug reactions?

Jada Dixon Kanisha Arpit Shah Alena Chan RaiymbekKokteubay Kokteubay
6 0
Student Safety and Academic Performance
Student Safety and Academic Performance

Analysis of NYC Department of Education Math and ELA Schools cross-referenced with Annual Student Safety Reports

Samuel Gartenstein Shumail Sajjad
0 0
MTA, MTA
MTA, MTA

We want to predict subway demands and help MTA better allocate resources.

Jerry Chen Kittiya Thongpitak Yueqi Wu Pattarawadee Rattanasiwakoon
15 0
HRT DATA ANALYSIS
HRT DATA ANALYSIS

GOOD

Sunyi Zhang Boan Zhu Yujie Fan Haocheng Fang
0 0
Subway Ridership and Crime
Subway Ridership and Crime

In this project, we are predicting crime rates using NYC transit data. As a result, MTA can more effectively staff their stations, and metro users can be more well-informed / travel safer.

Nicole Angela Brye Dong Yoon Kim Abhik Biswas Akshit Bhalla
9 1
Navigating NYC's Transit Challenges
Navigating NYC's Transit Challenges

Keep New York moving forward, one ride at a time !!

Gokul Sunilkumar Rohan Sheelvant Naishadh Parmar Pooja Srinivasan
1 0
Make MTA Great Again
Make MTA Great Again

We've delved into MTA data, using stats to uncover issues and propose solutions for better public transit. Join us on this journey.

YounSooKimTech Kim Amanda Lin Jung A Lim
3 0
How to use Energy to help our environment
How to use Energy to help our environment

Team Members: Yuhan Liu, Yizhang Huang, Jiaqi Liu How to utilize a standardized Energy Use Intensity to compute the relatively electricity and natural gas consumption to achieve the emission goal.

Yuhan Liu Jiaqi Liu Yizhang Huang
2 0
MTA Commute Pal
MTA Commute Pal

MTA Commute Pal: Revolutionizing NYC subway travel with predictive analytics. Join us at the hackathon to transform public transportation and enhance daily commutes. Smoother rides await for New York!

Mohsin Chougale Shivam Shekhar Shikhar Johri
20 6
Enhancing NYC Building Sustainability
Enhancing NYC Building Sustainability

This Data Science project aims to leverage NYC's building data to provide insights and recommendations that promote sustainability in the city.

Andrew Xavier Kenneth M Bilal Gutu
3 0
Student Performance and Education Quality in NYC
Student Performance and Education Quality in NYC

We want to analyze student performance metrics from grade 3 to grade 8 with student features and use it to understand education quality in NYC from 2013 to 2017.

Chumei Wei Zhiyi Li
0 0

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