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Maths and statistics

108 topics

Maths and statistics

How many matches does a knockout tournament need?

A 127-player single-elimination tournament needs a schedule even though its opening bracket is not a neat power of two. Can you work out the number of matches without drawing every round? Look for something each completed match changes, then test whether byes affect the count.

2–3 min
Maths and statistics

The leap years the Gregorian calendar skips

Most people learn that a leap year happens every four years, yet the year 1900 had no February 29 while the year 2000 did. Because Earth's orbit takes slightly less than 365.25 days, the Gregorian calendar skips three leap years every four centuries to keep the calendar aligned with the seasons.

2–3 min
Maths and statistics

Counting possible tunes in a tiny musical world

A tiny musical universe with three notes and four positions already contains 81 possible note sequences. More notes, rhythms, or longer phrases make the count grow quickly. Yet a new sequence of symbols is not necessarily a new musical idea.

4–6 min
Maths and statistics

Can an average happiness curve tell your future?

A graph might show younger, middle-aged, and older respondents reporting different levels of happiness. That does not make the line a personal forecast. The groups contain different people with different histories, measured at one moment. Following the same individuals over time answers a different question, and even their average would not describe every individual future.

3–7 min
Maths and statistics

The four-digit subtraction routine that reaches 6174

Choose four decimal digits that are not all identical. Arrange them into the largest and smallest four-position numbers, subtract, and repeat, keeping leading zeros. The routine reaches 6174, where the next subtraction returns the same number.

3–7 min
Maths and statistics

Why can irregular buses make you wait longer?

Two services can have the same average gap between buses yet create different average waits. If passengers arrive steadily without consulting a timetable, more of them arrive during long gaps than short ones. Uneven service therefore gives the longest gaps extra weight in the passenger experience.

8–10 min
Maths and statistics

When can cooperation pay in a repeated game?

A tempting one-time betrayal can look different when the same two players will meet again. Repeated prisoner’s-dilemma games let cooperation, retaliation and forgiveness affect later payoffs. Which strategy succeeds depends on the other players and the rules of repetition.

5–7 min
Maths and statistics

Counting each pairing once in a round-robin tournament

Five entrants in a single round-robin tournament each have four opponents. That looks like 20 matches until you notice that A against B and B against A describe the same meeting. Counting each pair once gives 10 matches, a different question from how many rounds or days the event needs.

3–5 min
Maths and statistics

How can a tiling repeat its pieces without repeating its whole pattern?

A pattern can reuse the same few shapes without being a repeated wallpaper block. In a Penrose tiling, local arrangements recur, but no fixed translation reproduces the entire infinite pattern. The matching rules matter: simply giving someone the pieces is different from requiring the arrangements that make the tiling aperiodic.

5–7 min
Maths and statistics

Why do runners start at different points?

In a race that stays in separate lanes, the runner on the outside follows a longer curve. Staggered starts compensate for that geometry, with real tracks measured along specified running lines rather than simply along lane edges.

3–5 min
Maths and statistics

How far does the horizon move when you climb higher?

Climb higher above the sea and the horizon moves farther away, but not in direct proportion to your height. A tangent drawn to a spherical Earth gives a first estimate; the atmosphere can bend the real view.

3–7 min
Maths and statistics

How ranked-choice voting turns second choices into winners

Ranked ballots can transfer when a candidate is eliminated; some proportional systems also transfer surplus votes after a candidate is elected. A ranking can therefore matter beyond the first choice. Explore how different counting rules use those preferences, rather than assuming every ranked-choice system follows the same procedure.

5–7 min

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