In my free time I like to find an analyze publically available data, these projects are just a fun way that I like to build my skills.
Machine Learning and Statistics: a reconciliation
Machine Learning, P-values & Confidence Intervals
Show Me the Data! 10.19.2019
I did an analysis as a proof of concept regarding machine learning models and how one would calculate something analogous to a p-value in statistics. I also experimented a bit with non-parametric confidence intervals.
The Cat’s Meow
Classifying mammalian vocalizations using R
Show Me the Data! 10.06.2019
Click on the image below to be taken to a proof of concept.
Logarithmic Loss
Show Me the Data! 08.24.2019
Click on the image below to be taken to a general overview and exploratory analysis of Logarithmic Loss - an error term used in classification models.
Active NIH Grants
Show Me the Data! 08.04.2019
Below you can find an interactive dashboard that allows you to explore the top NIH grants (over $650k) by Institute, Organization and project name.
The 113th National Congress
Show Me the Data! 11.04.2018
I created an interactive dashboard that allows you to explore exactly what the 113th national congress was able to accomplish. There is an overview of bills proposed, by what party and the outcomes. There is also an analysis that examines the productivity of both bodies througout the year.
For a deeper dive, there is an exportable table that gives the details of the bills you segmented with the filters. Enjoy!
Tableau has a variety of sample public datasets to play around with. You can find them here.
Mixed Martial Analytics
Show Me the Data! 5.25.2017
An analaysis of UFC data from 1993-2016.
Original data can be found here. All R code for this and other projects can be found on my GitHub site.
Crime incidents in Portland, Oregon during 2014
Show Me the Data! 1.30.2017
The data presented in this document is public data and can be found here
This report focused on: Drug offenses, Assault, Robbery, DUIs, Sex offenses and Rape.
Where are all of the single people?
Show Me the Data! 1.30.2017
A friend of mine recently asked me what seemed like a fairly simple question: where are all of the single men? I was working with census data for my work, so I decided to look into it and share the results!
This document displays data taken from publicly available 2014 census records. Here is a link to get started with Census data here.
All of the data, R code and other information presented here can be found on my github site.