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Geographical Skills

Correlation and Spearman Rank

  • 3 things to know
  • All three components

Overview

Line of best fit, positive correlation and a negative correlation and residual on a scatter plot.

What you need to know

Answer each one before you reveal it.

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Key term

What does a scatter plot show?

Key term

Which variable goes on which axis of a scatter plot?

Key term

What is a line of best fit?

Questions from this subtopic

Each one with the model answer underneath.

  1. 1

    What does a scatter plot show?

    Model answer

    A scatter plot shows the relationship between two variables, one on each axis. Each point represents one pair of observations.

  2. 2

    Which variable goes on which axis of a scatter plot?

    Model answer

    The independent variable goes on the horizontal axis and the dependent on the vertical. The convention makes the direction of influence clear.

  3. 3

    What is a line of best fit?

    Model answer

    A line of best fit is a straight line drawn to pass as close as possible to all the points. The line summarises the trend and allows estimation.

  4. 4

    Describe a positive correlation and a negative correlation.

    Model answer

    A positive correlation means both variables rise together. A negative correlation means one rises as the other falls.

  5. 5

    What is a residual on a scatter plot?

    Model answer

    A residual is the vertical distance between a point and the line of best fit. Large residuals identify places that do not follow the general relationship.

  6. 6

    What does Spearman Rank measure?

    Model answer

    Spearman Rank measures the strength and direction of a relationship between two ranked variables. The coefficient produced lies between −1 and +1.

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