Tally the words in a text

P42.from-paper-to-notebook.01 · Audience: guest, language-pro, it-ml · Prerequisites: Choosing with if

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Here is a task you have almost certainly done by hand: go through a text and count how often each word appears. On paper you add a gate mark under each word and count the marks at the end — slow, and one missed mark spoils the count. This is the capstone of the discipline: everything you have learned, turned on a real job. This first module does the word tally — a loop and a dictionary, working together.

Step 1 / 3 — The paper way, and why it is slow

ⓘ Concept: Counting by hand does not scale

To tally words on paper you keep a mark beside each word and add one every time it reappears, then total the marks. It works for a short note. For a transcript it is slow, and a single missed or double mark makes the final count wrong with no way to tell. The notebook does the same counting — but exactly, and instantly.

Why it matters — Seeing the manual task clearly is what makes the notebook version feel worth learning: you are automating something you already know how to do.

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🎓 Practice ladder

1 graded rung · ~7 min

Your turn: fill in the loop so the dictionary tallies every word in the text. The frequency table is built for you. Press Run.

Explorer rung — tally the words

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