Thursday, October 08, 2026
STEM

Sorting, grouping, defragging…a visual working demo

Watching a sorting, grouping, or just a defragmentation process graphically is both educational and curiously satisfying. So, I created a Python script that sorts a set of randomly placed, randomly colored, ungrouped tiles on a board by colors so that all like-colored tiles are placed consecutively, adjacently. Think of it like the good old Windows […]

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STEM

Data cleansing challenge: non-ASCII characters

Non-ASCII characters can pose challenges in data cleansing for several reasons: Therefore, it’s a good practice to standardize or normalize text data to ASCII when possible, or ensure correct handling of non-ASCII characters. This helps to maintain data integrity and simplifies subsequent data processing tasks. Superscripts, subscripts, or “special” characters often look like ascii characters […]

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STEM

Find Superscripts, Subscripts, and Unicode in a text file (Python)

Occasionally, it becomes necessary to search for special characters like superscripts, subscripts, symbols, emojis, or any Unicode characters within a text document. This is crucial when working with data files that should not contain any such characters, unless they are explicitly required and managed. Most editors, including Word, lack a ‘Find’ feature that reveals all […]

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