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Research skills

Make claims that your data can answer.

Research training starts before advanced mathematics. It starts with a question that can be tested and a record someone else could follow.

Skill 01

Form a testable question

State what quantity you expect to change, what you will measure, and what would count as surprising evidence.

Skill 02

Control variables

Change one parameter at a time before trying combinations. Otherwise, you cannot tell which cause produced the effect.

Skill 03

Read graphs as evidence

Record trends, scales and transitions—not merely screenshots. Ask whether the graph supports every part of your claim.

Skill 04

Know a model's limits

List its assumptions, then deliberately seek a condition where the conclusion may stop applying.

Skill 05

Keep a reproducible log

For each trial, record parameter values, initial conditions, an observation and an interpretation separately.

Skill 06

Communicate uncertainty

Distinguish what the data shows, what the model predicts, and what remains an open question.