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Tables, Charts, and Graphs
infoWhy this? Scatter graphs, conversion graphs, and stem-and-leaf diagrams support different forms of statistical and proportional reasoning. They enable us to identify relationships, make cautious predictions, convert quantities, and recover ordered data for summary measures.
scheduleWhy now? This unit revisits Year 8 correlation and lines of best fit with greater emphasis on prediction and reliability, while drawing on direct proportion and averages. It prepares us to interpret increasingly varied data displays and distinguish interpolation from extrapolation.
neurologyYou need to know
- A scatter graph plots paired data values as points, with the independent variable on the horizontal axis and the dependent variable on the vertical axis.
- A line of best fit is a straight line that shows the general trend of points on a scatter graph and usually has about as many points above the line as below it.
- Correlation describes the direction of association in a scatter graph: positive correlation rises left to right, negative correlation falls left to right, and no correlation shows no clear pattern.
- Correlation does not prove causation, because an association between two variables does not necessarily mean one causes the other.
- An outlier is a point that is far from the general pattern of the data and can affect a line of best fit and predictions.
- Interpolation means making a prediction within the range of the data shown, which is usually more reliable than extrapolation.
- Extrapolation means making a prediction outside the range of the data shown, which is less reliable because the pattern may not continue.
- A conversion graph shows the relationship between two measurement units, such as miles and kilometres, by plotting equivalent pairs of values.
- If one unit converts to another using a constant rate, the conversion graph is a straight line through the origin because 0 converts to 0.
- On a conversion graph, the gradient represents the conversion rate, which is how much the vertical-axis unit changes for each 1 unit on the horizontal axis.
- A stem-and-leaf diagram organises numerical data by splitting each value into a stem, consisting of the leading digit or digits, and a leaf, consisting of the final digit.
- In a stem-and-leaf diagram, leaves are written in ascending order for each stem so the data can be read quickly.
- A key in a stem-and-leaf diagram explains what the stems and leaves represent, for example, `3 | 7` means 37.
- The median is the middle value when the data is in order, or the mean of the two middle values if there is an even number of values.
- The mode is the most frequent value in a data set.
- The mean is found by adding all the data values and dividing by the number of values, i.e. `\text{mean}=\frac{\text{sum of values}}{\text{number of values}}`.
- The range is a simple measure of spread found by subtracting the smallest value from the largest value.
rocket_launchYou must be able to
- Plot paired data accurately on a scatter graph by choosing sensible equal scales, labelling axes with variable names and units, and plotting each point in the correct position.
- Draw a line of best fit using a ruler so it follows the trend and has a balanced spread of points above and below, without forcing the line through every point.
- Describe correlation from a scatter graph by stating the direction (positive, negative, or none) and commenting on strength (strong or weak) based on how tightly the points cluster.
- Make a prediction from a line of best fit by selecting a given value on one axis, moving to the line, then reading across to the other axis and quoting an estimated value to a sensible precision.
- Judge the reliability of a prediction by stating whether it is interpolation or extrapolation and by commenting on how scattered the points are and whether there are outliers.
- Construct a conversion graph by plotting known equivalent pairs, drawing the straight line trend (through the origin for constant-rate conversions), and using it to convert values by reading across between axes.
- Interpret a conversion graph by explaining what the axes represent and using the graph to estimate conversions, including reading intermediate values accurately from the scale.
- Draw a stem-and-leaf diagram from a list of numbers by choosing appropriate stems, writing leaves in ascending order, and including a clear key.
- Calculate basic averages from a stem-and-leaf diagram by reading off the ordered data to find the median and mode, and by listing all values to find the mean using `\text{mean}=\frac{\text{sum}}{n}`.