Thursday, December 04, 2025
Analytics Education STEM

Analyzing 10 Years of Patriots Performance: NFL

Love em or hate em, New England Patriots is a team to reckon with. They’ve implemented numerous creative and suspicious internal strategies that most  other teams would love to copy or at least understand. Well, I cannot expose those details as they’re not available anywhere. What is available however is their scores and stats. So, […]

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Analytics Coding Education STEM

Tracking Actual vs. My Predictions 4/29/20

Back in March 2020, I did some predictive modeling using simple math and Excel where I presented 3 scenarios: Likely, Best-case, Worst-case. You can read the original blog here: What-If Models (COVID-19): Results Let’s take a look at today’s latest data from WHO and compare my Model 1: Likely Scenario numbers. We’ll compare the USA […]

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Analytics Education STEM

How close were my initial models?

How close were my initial models? Let’s compare with today’s data. Take a look back on my educated-guess-but-not-official models that I created back in March 22, 2020: What-If Models (COVID-19): Results Today’s numbers for USA from WHO are (on 4/1/2020): # of confirmed cases (infected): 163,199 and confirmed deaths: 2,850 My four models were agnostic […]

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Analytics Break Coding Education STEM

Selected movies: searchable, sort-able for utility and fun

Today, I present a web application with a list of selected movies (about 3,000 titles) I extracted using developer APIs from IMDB and OMDB databases using my Python app. After extraction in the app, I reshape the data according to my needs and then export programmatically to XLSX format (for Excel). Which is then wrapped […]

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