CSci 39542 Syllabus    Resources    Coursework

Projects
CSci 39542: Introduction to Data Science
Department of Computer Science
Hunter College, City University of New York
Fall 2021

As part of the course, there was project focused on New York City, using the techniques and tools covered during the term.

The projects below are organized by theme, and included with consent of the authors:

Education & Social Justice

• CUNY Collaboration Network: A Co-Publications Graph of the Computer Science and Mathematics Departments (Alisa Leshchenko)
• NYC Food Insecurity data analysis and visualization (Alyona Karmazin)
• Analysis of the Crimes in New York City (Anthony Bi)
• Make Intersections Safer (Arslan Sajid)
• Security and Regulations (David Peikrishvili)
• The Advantage of Financial Aid (Diamilatou Barry)
• Crime in Queens: The Trend of Crime Historically and After the Covid-19 Outbreak (Andrew Alagna)
• Does NYC Citizens' Race, Income, and Neighborhood Has an Impact on Internet Availability? (Gregory Vasquez)
• COVID-19 Crime Trends (Danny You)
• Metro Muse (John Murphy)
• What Has Changed in Math Results in NYC (Dogukan Celik)
• Crimap Dashboard (Jimmy Wu)
• Crime in Parks and its Relevance to Borough-Wide Crime (John Ruan)
• Exploring Criminal Activity in the Bronx Vs. New York City Overall (Jorge Perez)
• Is it safe behind New York's most affordable apartments? (Jiaming Zheng)
• The Decline of Art Programs in NYC Schools? (Deshonte McLeod)
• Crime overview in the Bronx (Oscar Lara)
• Listing of social services in NYC (Roberto Velazquez.)
• Disproportion of NYC Litter Sanitation (Neil Kuldip)
• High School Matriculation & Attendance Based on Average Household Income of Neighborhood (Saqifur Rahman)
• Does Your Background Play A Role In Your Education? (Maninder Singh)
• Correlation between Crime Rates and Bail Reform in NYC (2018-2020) (Tien Ngoc Thuy Nguyen)
• Know NYC Parks: Analyzing and Visualizing NYC Parks Crimes Statistics (Luis Filion)
• Violations at Child Care Center (Melissa Jesmin)
• Who Speaks What Where in NYC? (Paul Grant)
• Ethnic Bias of Standardized Testing (Mandy Yu)

Health & Covid

• Does the vaccine help lower the growing case of covid 19 in New York? (Li Jun Li)
• Effects of Lockdown Lifting on Covid Cases in NYC (Alden Lee)
• Growth of Death in NYC (Andreas Constantinou)
• Potential correlations between Behavior risks and Cervical Cancer (Hoai Cao)
• An in-depth look into NYC open restaurant applications (Carlos Genis)
• COVID 19's Impact on the Chinatowns' of NYC (Panchita Lopez-Li)
• Can the Summer Youth Employment Program Potentially Rescue New York from its Economic Decline due to the COVID-19 pandemic? (Christopher Pineda)
• Exploration of COVID-19 Infection rates in NYC (Alan Yu)
• COVID-19 in New York City by Borough (Tristan Panora)
• Air Quality Control in New York City (Fausto David Llapa)
• Fire incidents per borough in NYC (Amiris Olivo)
• Fires in NYC (Kevin Fernandez)
• NYC Open Restauarants (Tahsin Provath)
• The Reality of Mental Health in NYC (Md Rakil Ahmed)
• Rodent Inspection rates and sanitary conditions of rooftop drinking water in NYC post-quarantine (Mohammad Sarker)
• Association and prediction of daily corona virus infection with vaccination accumulation. (Deye Lei)
• Does doctors mistake COVID as regular Flu disease? (Hao Ming Xiao)
• New York City's Environmental Footprint and COVID-19 (Ryan Chevarria)
• Reopening And Moving on From Covid (Richard Vazquez)
• Open Spaces (Layla Flight)
• Analysis of Covid and Police Activity in New York City (Stefan Kolev)
• Crimes Before & During Pandemic (Steven Hernandez)
• Crash Reducer Evaluation (Syed Hussain)
• The Impact of Wealth and Vaccine Availability on Acute Pneumonia Cases (Ahnaf Ahmad)
• Analysis of various causes of death by cultures (Zhi Dong Dong) Homelessness, Clinics, Effectiveness
• The Effect of the Lack of Health Clinics on Homelessness (Matthew Roberts)

Transportation & Infrastructure

• MTA turnstiles analysis. Do they actually gain or lose money ? (Leonardo Ridwan)
• Motor Vehicle Collisions - Whose Fault Is It? (Kevin Hinh)
• Where should New Yorkers live if 311 service complaints and rent prices are their biggest concerns? (Alisha Sunuwar)
• NYC household gas usage by borough (Carmen Wu)
• Pollution and Climate Change Effects on Energy Consumption (Rahul Batra)
• Farmers Market Consolidation (Raymond Naula)
• Parking Violation Mapping By Zip Code (Handy Ni)
• Traffic Reduction: Could Public Transit Replace Cars? (Anthony Augustin)
• The Pandemic That Caused a Decline in Ridership (Bill Leung)
• Collisions in NYC (Sabrina Chen)
• Finding the best bars/clubs/restaurants by neighborhood in NYC (Ruth Shalev)
• Disproportional Entertainment in NYC (Enrique Ovalles)
• Locations with Free Internet, Charging Port and a Bench (Fourcan Abdullah)
• The housing state of NYC (Iman Qureshi)
• An observation on how long it takes to fix streetlight in each borough (Ianne Jullia Casimbon)
• New York City Quarantine Analysis on Greenhouse Gas Emissions (Hilarion Reyes)
• Less for the Poor (Julianna Najarro)
• The 3 R's: Repair and Revolve the Recycling. Recycling Around the States. (Amogh Kalyan)
• NYC BICYCLE COLLISIONS (Irene Zhang)
• NYC Tree Map (Isaac Anzures)
• Saving The Bikers (Omar Khalil)
• Head Count MTA (Orion Browne)
• Knicks Nix Losing (Peter Leong)
• Potential Coastal Flooding of NYC as Sea Level Rises (Xiao Lin Guan)
• Zoning and its impact on the housing market (Robert Bangiyev)
• Changes in Precipitation Levels in NYC and Its Correlation With Global Land Temperature as Indicators of Climate Change (Saida Khamidova)
• Subway Accessible ATM (Saiman Tamang)
• NYC Park Maintenance (Sam Gustafsson)
• Climate Anomalies in NYC (Iris Shakya)
• Solar In NYC (Douglas Lee)
• NYC Tree Amount and Air Quality (Hamza Rashid)
• MTA Subway Entrances (Ulukbek Mambetov)
• Water Quality in NYC (Jakub Czachor)
• A Study of Gentrification (Matthew Herdzik) general, sports
• Does playing at MSG help the Knicks in the clutch? (Mashroor Ali)