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Updated: Jan 7, 2021

Analysis and Predictions of Zillow Rental Index

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Get this [offer type] for [targeted persona] to solve your [persona's pain point].

In the fast-paced world of data science, you need a little more than technical skills to transition from being a student to being hired.

Updated: Dec 5, 2020

Data Science Courses on Udemy: Comparative Analysis

​While there's an abundance of many different course topics on Udemy, four...
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Updated: Oct 24, 2020

Predicting Profitability with Lending Club

Introduction: Lending Club is a peer to peer lending company that acts as...
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Updated: Oct 15, 2020

Predicting Horse Racing Outcomes

Background The horse racing community has been using quantitative data to...
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Updated: Aug 23, 2020

Starbucks Location Analysis

Since its inception in 1971 at Seattle’s Pike Place Market, Starbucks has...
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Updated: Jun 10, 2020

Flipping Through Ames with MASA: A Renovator’s Guide to Profit

Introduction House flipping, or buying a house and renovating it before...
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Updated: Jun 8, 2020

Upgrade Everything But the Kitchen Sink?

Introduction
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Updated: May 24, 2020

What's for Dinner? - a web scraping project

To do data analysis, we first need to have data. There is a vast amount of...
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Updated: May 18, 2020

Goodreads Data Analysis Project

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Updated: May 17, 2020

Market Research Analysis for Restaurant Expansion

Introduction In the modern age of globalization, international cuisines...
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Updated: May 3, 2020

NYC Jail (Rikers) COVID-19 Infection Rate Compared to NYC and NYS

 
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Updated: May 1, 2020

Effectiveness of sail racing handicaps

Background  Sailing is not only a way to enjoy a sunny, windy day but is a...
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Updated: Feb 27, 2020

An Analysis of Video Game Popularity.

Curiosity: Ever since I was little I have always enjoyed the sheer thrill...
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Updated: Feb 18, 2020

Scrapping google scholar. Toward Epistemological dynamics of Machine Learning.

When you want to become a datascientist, you may  face the same feeling as...
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Updated: Feb 16, 2020

Marketing Effectiveness Analysis

Background This project aims to help a CPG brand to discover the sales...
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Updated: Feb 6, 2020

R Shiny - Exploring Global Plastic Pollution

R shiny | Project Code | Linkedin | Github | Presentations |...
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Updated: Feb 3, 2020

Medicinal Herbs Analysis

Introduction We have been relying on and using herbs to perpetuate healthy...
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Updated: Feb 3, 2020

Scraping Tripadvisor: Finding the Best Bargains

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Updated: Jan 7, 2020

Community Support and Academic Performance -- What's The Connection?

The R Shiny application discussed in this article can be found here.
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Updated: Oct 21, 2019

Visualizing 20 years of IMF bailouts

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Updated: Oct 19, 2019

Uncovering What Makes a Great Running Shoe? Scraping Zappos

Motivation:
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Updated: Oct 18, 2019

StockX - Exploring the New Age of Reselling

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Updated: Sep 25, 2019

Scraping eBay using BeautifulSoup in Python

Even though Amazon is the leader in e-commerce marketplaces – eBay still...
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Updated: Aug 11, 2019

NYC Street Trees

Introduction How many trees are there in New York City? and what kind of...
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Updated: Jul 29, 2019

USNews Rankings Analysis

Introduction
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Updated: Jun 12, 2019

Regenerate the "Kitkat" to Predict House Prices

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Updated: Jun 7, 2019

Predicting Housing Prices in Ames, Iowa using Advanced Machine Learning Techniques

Introduction: Buying a house in today’s economy is an expensive...
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Updated: Jun 7, 2019

Visualizing Economic Freedom Index: 2014-2019

Economic freedom or economic liberty is the ability of people of a society...
Updated: Jun 3, 2019

Quantify Music and Audio

Introduction Music can be everywhere. When we are waking up, during...
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Updated: Jun 2, 2019

Energy generation trends under Trump: A web scraping project

Has the inauguration of President Donald Trump had an effect on US...
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Updated: Jan 23, 2019

Using NLP to Classify Articles about Intimate Partner Violence

Objective For my capstone project, I worked with a group of other students...
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Updated: Oct 22, 2018

Exploring Known Exoplanets with R Shiny

Background Exoplanet (meaning a planet that orbits a star other than the...
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Updated: Oct 20, 2018

Which Industry to Work For?

    The Goal - Find best industry to work for There are many factors that...
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Updated: Sep 24, 2018

Forecasting Cryptocurrency Price Trends

  1. Introduction
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Updated: Aug 30, 2018

Predicting House Prices with Machine Learning Models and Algorithms

Background Objective
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Updated: Aug 15, 2018

Stories from YouTube Trend Video

As more and more people start to watch and upload videos on the YouTube,...
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Updated: Jul 2, 2018

Credit Card Approval Analysis

Preface:  The decision of approving a credit card or loan is...
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Updated: May 18, 2018

NYC restaurants reviews and inspection scores

 
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Updated: May 12, 2018

Transactional Cost on High Frequency Trading

Special thanks to my great teammate, Qiang Ji.
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Updated: May 7, 2018

Meteorites

Meteors are small pieces of space debris that fall down on the Earth every...
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Updated: Feb 18, 2018

Cost of Living Estimator

Introduction
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Updated: Feb 6, 2018

From Visualizing NYC 2017 House Sales Data To Postulating Its Thermodynamics Theory

This project aims to (1) visualize the patterns of NYC 2017 house sales in...
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Updated: Feb 4, 2018

Exploratory Data Analysis of CRE Valuation Metrics

Introduction
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Updated: Dec 15, 2017

Team Machine Learning Project

A quick introduction
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Updated: Oct 17, 2017

Scraping Forbes and RateMyProfessors to Create a College Recommendation App

College Recommendation App I created a web application using data...
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Updated: Sep 19, 2017

Zillow Prize: Competing to Improve the Zestimate

Introduction
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Updated: Jun 27, 2017

Forecasting Economic Risk in the EU into 2020

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Updated: Jun 11, 2017

Kaggle's Allstate claims severity data challenge

Kaggle had a competition called Allstate claims severity. Allstate...
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Updated: May 21, 2017

Scraping Mobafire for the best champion.

E-sports have gained a lot of popularity in the last few years. League of...
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Updated: Apr 14, 2017

Global Life Expectancy Explorer: What happened when the floor dropped out?

Robert Frost, one of the great American poets of the early twentieth...
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Updated: Apr 5, 2017

Event-Driven Stock Prediction

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Updated: Apr 2, 2017

Predict where you would go for your next travel destination

Introduction
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Updated: Mar 30, 2017

likePredict: A product to predict "likes" of an Instagram Post

Instagram “likes” Impose a Problem.
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Updated: Feb 20, 2017

New York City Menu Items - Web Scraping

Introduction
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Updated: Feb 18, 2017

2016 in songs on Germany's most popular radio station

Introduction This post is about the second of the four projects we are...
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Updated: Feb 17, 2017

"Jeopardy!" Sabermetrics

America's Favorite Trivia Game “Jeopardy!” is America's longest-running...
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Updated: Jan 7, 2017

NINKASI: Beer Recommender System

Click here for the Ninkasi Web App
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Updated: Dec 21, 2016

National Park Web Scraping

Contributed by Wann-Jiun Ma. He is currently attending the NYC Data...
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Updated: Dec 5, 2016

Kaggle: Predicting Allstate Auto Insurance Severity Claims

Introduction
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Updated: Dec 4, 2016

Kaggle: Allstate Insurance

Background For this project our dataset was selected for us. Since it was...
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Updated: Nov 21, 2016

Metrics and Missingness in High School

Introduction Parents greatly value their children's education, and heavily...
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Updated: Nov 6, 2016

Explorify: Visualize Your Playlists

The digital age has fundamentally changed the way we consume media, and in...
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Updated: Nov 6, 2016

HospiView: Visualizing Hospital Associated Infections

Introduction Hospital Associated Infection (HAI) typically result in...
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Updated: Oct 22, 2016

Clicks and Grades: Relationship Between Student Interactions With A Virtual Learning Environment and Outcomes

Introduction The recent growth in online courses has led to an increase in...
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Updated: Sep 23, 2016

Predicting The Road Accident Fatality Likelihood

Introduction:
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Updated: Sep 22, 2016

The Restaurant Dilemma: Personalized Recommendations for Groups of People

You want to go out to eat with a friend but sifting through restaurant...
Updated: Aug 8, 2016

Analysis on 20 years US Air Traffic by Airports from 1990 to 2009

Introduction: This project is linked to my last project which is...
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Updated: Aug 6, 2016

From the Vine to the Bottle: a California Wine App in Shiny

Contributed by Tyler Knutson. He is currently enrolled in the NYC Data...
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Updated: Jul 22, 2016

Visualizing the relationship between infant mortality rates & resource availability

Introduction We know that war and civil unrest account for a significant...
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Updated: Jul 2, 2016

Predicting Events During a Hockey Game

Contributed by Steven Ginsberg.He is currently in the NYC Data Science...
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Updated: Jun 30, 2016

Caterpillar Tube Assembly Pricing

Contributed by by Adam Cone and Ismael Cruz. They are currently in the NYC...
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Updated: Jun 30, 2016

Network Intrusion Detection

Project initiated by Joseph Wang and contributed equally by Wanda Wang,...
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Updated: Jun 29, 2016

NYC Vision Zero - Has this initiative improved the overall road safety ?

 
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Updated: Jun 10, 2016

Higgs Boson Machine Learning Challenge

Contributed by by Belinda Kanpetch, Taraqur Rahman, Steven Ginzberg and...
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Updated: May 16, 2016

FHFA Home Mortgage Data Insights

Contributed by Radhey Shyam. He  is currently in the NYC Data Science...
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Updated: May 13, 2016

Cultural Institutions of New York City

Contributed by Rob Castellano. He  is currently in the NYC Data Science...
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Updated: Mar 22, 2016

Forest Cover Type Machine Learning Study

Contributed by Aravind Kolumum Raja and Thomas Kolasa. They are currently...
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Updated: Mar 22, 2016

Take Me Out to the Ballgame: Predicting MLB Attendance (with Web Scraping & Shiny)

Contributed by Michael Todisco. He is currently in the NYC Data Science...
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Updated: Mar 7, 2016

Networks of Film Makers

Contributed by Christopher Redino. He is currently in the NYC Data Science...
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Updated: Feb 16, 2016

Investigating Airport Connectedness

Contributed by Sricharan Maddineni. He is currently in the NYC Data...
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Updated: Dec 6, 2015

Restaurant Reviews as Foodborne Illness Indicators

Contributed by Brain Saindon. He took NYC Data Science Academy 12 week...
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Updated: Oct 8, 2015

Homelessness in America

Photo credit: nkbimages vis Getty Images
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Updated: Jul 22, 2015

Best Values for Grocery Shopping

Best Values for Grocery Shopping. Price analysis at Keyfood, CTown and...
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Updated: Jul 15, 2015

R And The Search For Another Earth

R And The Search For Another Earth Intro
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Updated: Mar 30, 2015

NYC School Performance, Poverty and Class size Analysis

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Updated: May 19, 2014

Figuring Out American Politics: So Easy, A Computer Can Do It

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