Pinned Repositories
Analyzing-CIA-Factbook-Data-Using-SQL
Using basic inline SQL techniques in Jupyter notebook to analyze CIA World Factbook data
api-post-test2
App-Profile-Recommendation
Analyzing data from the Google Play Store and the Apple App Store to recommend which type of app to create
Building-a-Spam-Filter-with-Naive-Bayes-Algorithm
Applying a multinomial Naive Bayes algorithm to create a spam filter that classifies SMS messages as spam/not-spam
Finding-the-Best-Markets-in-Which-to-Advertise
Using summary statistics and data visualization in python to determine which global markets to advertise in for an E-Commerce company
Interactive-Maps-to-Visualize-Worldwide-Obesity
Creating interactive world map visualizations using geopandas and bokeh libraries in python
Machine-Learning-to-Predict-Car-Prices
Supervised machine learning; training multivariate k-Nearest Neighbors models to predict car prices based on numerical features
Visualizing-the-World-Happiness-Reports-by-Region
Applying data visualization techniques; organizing, cleaning, and aggregating data from multiple sources; I determine how much happiness has changed over time in all regions of the world
Web-Scraping
A short demonstration of web scraping techniques in python using the requests library
stephentaul22's Repositories
stephentaul22/Visualizing-the-World-Happiness-Reports-by-Region
Applying data visualization techniques; organizing, cleaning, and aggregating data from multiple sources; I determine how much happiness has changed over time in all regions of the world
stephentaul22/Analyzing-CIA-Factbook-Data-Using-SQL
Using basic inline SQL techniques in Jupyter notebook to analyze CIA World Factbook data
stephentaul22/api-post-test2
stephentaul22/App-Profile-Recommendation
Analyzing data from the Google Play Store and the Apple App Store to recommend which type of app to create
stephentaul22/Building-a-Spam-Filter-with-Naive-Bayes-Algorithm
Applying a multinomial Naive Bayes algorithm to create a spam filter that classifies SMS messages as spam/not-spam
stephentaul22/Finding-the-Best-Markets-in-Which-to-Advertise
Using summary statistics and data visualization in python to determine which global markets to advertise in for an E-Commerce company
stephentaul22/Interactive-Maps-to-Visualize-Worldwide-Obesity
Creating interactive world map visualizations using geopandas and bokeh libraries in python
stephentaul22/Machine-Learning-to-Predict-Car-Prices
Supervised machine learning; training multivariate k-Nearest Neighbors models to predict car prices based on numerical features
stephentaul22/Web-Scraping
A short demonstration of web scraping techniques in python using the requests library
stephentaul22/Building-Fast-Queries-on-a-CSV
Implementing class objects, analyzing time complexity, and applying a binary search algorithm to determine useful information in a sample dataset.
stephentaul22/Cleaning-and-Analyzing-Employee-Exit-Surveys
Cleaning and analyzing employee exit surveys from DETE and TAFE (Australian organizations) using data engineering and data analysis
stephentaul22/Exploring-Ebay-Car-Sale-Data
Exploring car sale data on the Ebay Germany website
stephentaul22/Exploring-Hacker-News-Posts
Exploring and analyzing data on posts from HackerNews.com
stephentaul22/hello-world
First repository
stephentaul22/Investigating-COVID-19-Virus-Trends
Using R to analyze and compare COVID-19 trends among countries all over the globe
stephentaul22/Investigating-Movie-Ratings
Using statistical data analysis to investigate changes in Fandango (aka RottenTomatoes) 2015/2016 movie ratings
stephentaul22/Math9Project
stephentaul22/Mobile-App-for-Lottery-Addiction
Using mathematics, statistics, and data analysis to create a logical core for a hypothetical mobile lottery addiction app
stephentaul22/Star-Wars-Survey
stephentaul22/Using-PostgreSQL-to-Build-a-Crime-Reports-Database
Using PostgreSQL to build a database of crime reports and create user group privileges
stephentaul22/Using-SQL-for-Business-Analytics
Using SQL to answer specific business questions for a digital music media company
stephentaul22/Visualizing-Earnings-Based-on-College-Majors
Using scatter plots, bar plots, and scatter matrix plots in matplotlib to visualize college graduate data based on major field of study and other criteria
stephentaul22/Visualizing-the-Gender-Gap-in-College-Degrees
Applying matplotlib figures to visualize the gender gap in US colleges using data from the US Department of Education
stephentaul22/Winning-Jeopardy
Applying a chi-squared test and other statistical analysis techniques to determine the best strategy for winning Jeopardy!