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Doug Rizio
Doug Rizio

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Published in Web Mining [IS688, Spring 2021]

·May 20, 2021

A Summary of Articles for Web Mining [IS688, Spring 2021]

Here is a brief overview of each of the articles I wrote for my Web Mining class at NJIT, taught by Professor Cody Buntain. An Exploratory Data Analysis (EDA) on the CDC’s COVID-19 Data in the Tri-State Area In this first article, we explore a dataset of Coronavirus cases and deaths in New York, New Jersey, and Connecticut, obtained from the Center for Disease…

Data Science

3 min read

Data Science

3 min read


Published in Analytics Vidhya

·May 13, 2021

Can We Use Twitter to Track COVID-caused Unemployment in the USA?

A Comparative Analysis of 3 Separate Datasets — By Doug Rizio, Trishala Suryavanshi, Mohammed Yahya, and Varun Garg COVID-19, the novel Coronavirus. First detected in late December of 2019 as a viral outbreak in Wuhan China, this mysterious new disease with pneumonia-like symptoms quickly spread throughout the rest of Mainland China and ultimately infected every major population center…

Is 688 Spr 21 Final

25 min read

Can We Use Twitter to Track COVID-caused Unemployment in the USA?
Can We Use Twitter to Track COVID-caused Unemployment in the USA?
Is 688 Spr 21 Final

25 min read


Published in Nerd For Tech

·May 8, 2021

Building a Reddit Recommendation System

With Collaborative Filtering, Implicit Data Collection, K Nearest Neighbors, and Cosine Similarity — Reddit — AKA, “The Front Page of the Internet.” Just over 15 years ago, Reddit began as a small and little-known website made by college students, featuring anonymous forums or “subreddits” for topics mostly related to science and programming. …

Is 688 Spr 21 A 05

15 min read

Building a Reddit Recommendation System
Building a Reddit Recommendation System
Is 688 Spr 21 A 05

15 min read


Published in Nerd For Tech

·May 5, 2021

What Makes a Politician Popular on Social Media?

K-Means Clustering on Twitter Politicians — When social media platforms like Facebook and Twitter were first created a decade and a half ago, few could have predicted how influential they would ultimately become in shaping the political landscape of the modern world. [1] Today, however, just about every politician or public figure recognizes the importance of…

Is 688 Spr 21 A 04

16 min read

What Makes a Politician Popular on Social Media?
What Makes a Politician Popular on Social Media?
Is 688 Spr 21 A 04

16 min read


Published in Analytics Vidhya

·Apr 21, 2021

COVID Tweets — Finding Similar Twitter Users in the First Days of the Pandemic

Introduction Even in the earliest days of the Coronavirus pandemic, many people took to social media platforms like Twitter to share their thoughts about the deadly disease. Questions about COVID’s spread in China, concerns about its rate of mortality, debates about government responses, and conspiracy theories about its origins were just…

Coronavirus

17 min read

COVID Tweets — Finding Similar Twitter Users in the First Days of the Pandemic
COVID Tweets — Finding Similar Twitter Users in the First Days of the Pandemic
Coronavirus

17 min read


Published in Nerd For Tech

·Mar 10, 2021

What Twitter Friends Can Tell Us About the CDC — A Social Media Network Analysis

Introduction Social media platforms have become some of the most popular technologies of the decade. Over 72% of Americans use some type of social media as of 2019, with a significant amount of people visiting the platforms every single day, and large numbers of users spending several hours on them daily…

Is 688 Spr 21 A 02

21 min read

What Friends of Friends on Twitter Can Tell Us About the CDC — A Social Media Network Analysis
What Friends of Friends on Twitter Can Tell Us About the CDC — A Social Media Network Analysis
Is 688 Spr 21 A 02

21 min read


Published in Geek Culture

·Feb 6, 2021

An Exploratory Data Analysis (EDA) on the CDC’s COVID-19 Data in the Tri-State Area

Disclaimer: this EDA studies the total numbers of COVID-19 cases and deaths in each state, not cases and deaths per capita. Its primary purpose is to make observations on general trends in the changes of cases and deaths over time. The Crisis of Coronavirus Next to the presidential election, COVID-19 was undoubtedly the most…

Is 688 Spr 21 A 01

16 min read

An Exploratory Data Analysis (EDA) on COVID-19 in the Tri-State Area
An Exploratory Data Analysis (EDA) on COVID-19 in the Tri-State Area
Is 688 Spr 21 A 01

16 min read

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Doug Rizio

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