Using Python and Data we analyze the top Offensive Skill Players in the NFL from 1999–2019

Image from Pexels


Our main metric will be Fantasy Football points as a way to score player performance, in addition we will be standardizing and normalizing the data to eliminate the effect of a defense’s performance had on these players. Meaning players who only put up large statistics against weak opponents will not have an advantage against players who faced tougher opposition.


Looks at the most popular tech stacks of 2020 and the frameworks they consist of.

Photo by LagosTechie on Unsplash

Tech Stacks are considered the backbone of any application. However, it’s not just as simple as downloading or installing this stack and moving on. There is no Tech Stack organizations packaging and delivering them as a single package, rather you must find and install the parts of your stack individually.

This process of building out a tech stack has the disadvantage of a slightly higher learning curve, requiring would be developers to learn about the required infrastructure of an application before the begin building to ensure they have all the required parts. The advantage of this process however is that…

A brief overview and breakdown of the different database systems

Photo by Chris Liverani on Unsplash

Whether you’re an experienced developer or just getting started the world of Databases can often be confusing and overwhelming. You have spent many hours learning your preferred programming language but now that you want to begin building projects you are at a loss.

Do fall back on some common data storage that you find in your different tutorials and lessons? Do you store all that data locally in JSONs? Maybe you fall back on the old reliable SQL for all your projects.

Although at first glance you may not know where to start, once you begin learning about different databases…

A brief overview covering the basics of Tkinter, python’s standard GUI library, and how to build a basic GUI.


The Python binding for Tk is known as Tkinter and it will be the library we will focus on in this introduction. Tkinter has since become the standard for GUI creation in Python however there are numerous alternatives including: PyQt, PySide, PyGame, wxPython and PyGTK.


  • Window: The general rectangular area that…

James Denbow

Motivated and versatile Computer Science graduate with a large amount of experience and passion for leadership.

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