Pattern analysis
Pattern analysis is the identification of repeating relationships in data, behavior or events.
Definition
Pattern analysis involves looking for repeatable relationships in data, behaviors, emotions or events. It helps you move from a single observation to an inference about a trend, cycle, or mechanism. However, the key is to distinguish significant signal from random noise, check sample size, and avoid overinterpreting correlation as causation.
Key ideas
- Powtarzalność jako wskazówka
- Sygnał kontra szum
- Wnioski oparte na trendzie
Practice and life
For 30 days, write down stressful situations and reactions. Every week, look for repetitions: time of day, context and people.
Common misunderstanding
It is a mistake to draw conclusions too early on a small sample. It is also common to overinterpret random correlations and ignore data that does not fit the expected pattern.
Questions for self-reflection
- Jaki wzorzec powtarza się najczęściej?
- Czy mam wystarczająco danych, by ufać temu wnioskowi?
- Jaka jedna interwencja może przerwać niekorzystny schemat?