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api

Pushshift API

basic-python-html-socket

Basic socket generated in PyCharm that pulls the contents from an HTML file

basic-sql-regression

An example linear regression model I generated with Google BigQuery from the public data set 'Medicare'. Mostly a proof of concept, tools such as R would better fit this purpose.

basic-tableau

Basic demonstration of Tableau visualizations

cars-data-mlr

Data manipulation of the Cars data set found on Kaggle.

ctu-13-classification

Project to generate classification models that predict whether or not an IP address is a member of a Bot-Net.

esports-earnings-analysis

An analysis of esports earnings meant to build on my undergraduate senior thesis based on the same topic.

esports-earnings-queries-visualizations

An analysis of what factors most heavily impact professional esports earnings. Some insights will be derivative of my 2019-2020 thesis on Esports Economics.

fantasy-football-python

My first time working with Postman and the Sleeper API to extract JSON Files. This is not my primary Python Project, and is more of an exploratory analysis project that will take the backburner to my other work.

flask-app

Flask App deployed on Heroku

intermediate-advanced-mysql-demo

MySQL Demonstration including generation of common table expressions, a stored function, stored procedures, and triggers.

neilcollinsms.github.io

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

pandas-dataframe-manipulation-examples

Various pandas dataframe manipulation samples to save me the time of searching for solutions again later

paycheck-protection-program-analysis

This project aims to analyze trends in the Paycheck Protection Program and to generate predictive models based on demographics to predict the likelihood of receiving a loan.

publicly-accessible-data-example

security-assignments

student-score-predictions

Project aiming to generate regression models capable of predicting a student's final score in Math and in Portuguese.

tableau-demo-bestselling-books

Tableau demonstration utilizing Amazon's bestselling books from 2009-2019. Auxiliary analysis may be completed at a later time.

tableau-resume

Generating an interactive version of my professional resume in Tableau

teamfight-tactics-analysis

Analysis of Teamfight Tactics (Auto Chess game mode of League of Legends) High ELO matches (Platinum to Challenger).

unstructured-data-notebooks

Unstructured Notebooks aggregated into one repo for quick reference