Monday, December 22, 2025
Education STEM

Color Codes Datafile and Dynamic, Interactive Patterns-Making (Python)

UPDATE: BONUS animation added at end of this post. In this post, I’ll demonstrate how to read color values (stored as Hex) from a data file and create dynamic patterns using those colors. Additionally, user can interact with it to choose different patterns, and even shuffle the same colors in different orders as they were […]

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Analytics Education STEM

Measuring and visualizing performance from raw transactions

Scenario We have transactional data for 3 months. We want to compare any month’s sales performance with our goals by category of products sold. The following information is available in one dataset: OrderID, Product, qty, price, date of order as they occurred. As we see below, they’re not tallied or grouped or sorted in any […]

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Analytics Education STEM

Organizing raw dataset to creating impactful, interactive visualizations (Excel, PowerBI)

In this post, I’ll walk through the steps starting with a raw dataset that’s organized differently from what I need, to reshaping the data using Excel formulas, and creating an interactive visualization using PowerBI, to publishing it online using PowerBI. Excel and PowerBI work hand-in-hand to solve such problems effectively, and efficiently. First, I’ll start […]

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Coding Education STEM

Interactive Text-To-Speech App with Presidents of USA (Python)

In this blog, I’ll discuss how to build an interactive lookup of data and have the results spoken back to you in human language. Specifically, I have a list of all POTUS to-date in a file (Excel, CSV, Text…they’ll work without any code design change). I want to be able to lookup the very first […]

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