Posts within category: Student Works

Machine learning on Ames Housing Sale Price Prediction
Introduction Figure 1. Ames on Google map The purpose of this project was to build an accurate model...
Using Machine Learning Models to Predict Home Prices in Ames, Iowa
Introduction: What are the drivers of home prices? The neighborhood? The square-footage of the home? The amenities? In...
Asynchronous Web Scraping using Python
With more and more data being pushed online, the requirement of asynchronous web scraping services is at an all-time high....
Web Scraping Apple's App Store
Introduction & Motivation: Mobile phones have become ubiquitous nowadays that it would be archaic if you do not...
Data Analysis | How to Win Over the Blind Date
  In the era of online dating, I still appreciate the romance brought by a blind date. Two...
Trends Over Time in Greenhouse Gas Emissions Across the World
Introduction: Greenhouse gas emissions are a hot (no pun intended!) topic across the world. As the world experiences...
Global Literacy
This project is about the current education status around the world. It gives an insight to the global...
Predicting the Housing Market in Ames, Iowa
Housing is the fount of middle-class wealth accumulation. Owning one's own house is not only a dream for...
Regression Models and the Ames Housing Data Set
The Data The Ames, Iowa Housing Data Set, as compiled by Dr. Dean de Cock, is used as the...
ShinyWater: A Shiny app for molecular dynamics simulation and visualization of water-based systems
Introduction Data science techniques and tools are rapidly expanding, and thanks to the advent of high performance computing,...
Scraping the NYC Rental Market
Introduction     NYC is constantly flooded with advertisements for apartments and condos for a variety of openings...
Iowa house price prediction using machine learning
Introduction The total market size of has reached $33.3 trillion in 2018, an increase of $10.9 trillion from...
Murder Statistics in the United States
 I analyzed murder statistics in the United States from 1980 to 2014. First of all, the reason why...
Visualization of Red Tide in the Gulf of Mexico
The Red Tide Visualization App. (App is down for minor editing) offers a quick, interactive snapshot of harmful algae...

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