1.3.3 · D1Basic Data & Probability

Foundations — Line graphs and scatter plots — basic interpretation

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Before you can read line graphs and scatter plots, you must own every piece of vocabulary the parent note (parent topic) quietly assumes. Let's build each one from nothing, in an order where every idea leans on the one before it.


1. A number line — the first picture

The picture (figure below): a horizontal ruler with marked in orange in the middle. The magenta arrow points right and is labelled bigger; the violet arrow points left, labelled smaller. The single insight to carry away: a number's value is just where it sits on this road — nothing more.

Why the topic needs it: every axis of every graph is a number line. If you can find on a ruler, you can find "28°C" on a temperature axis.

Figure — Line graphs and scatter plots — basic interpretation

2. Two number lines make a plane — the coordinate grid

The picture: graph paper. The two rulers form a cross; the origin is dead centre where they meet.


3. A point and its coordinates —

The word ordered matters: and are different dots. The first number is always the across-value, the second always the up-value.

How to read the figure below: the magenta arrow shows the first move (4 steps right along x); the violet arrow shows the second move (5 steps up along y); the orange dot where they finish is the point . Key insight: a point is two moves from the origin, always across first, then up.

Why the topic needs it: the parent note writes things like meaning "studied 3 hours, scored 70". Every dot on a scatter plot and every marked point on a line graph is one ordered pair.

Figure — Line graphs and scatter plots — basic interpretation

4. Quadrants — what the signs of and mean

Once the two axes cross, they chop the sheet into four regions, called quadrants. Which region a point lands in is decided entirely by the signs (plus or minus) of its two coordinates.

How to read the figure below: each quadrant is tinted and labelled with its sign pair, and a sample dot sits in each so you can see left/right is governed by the sign of and up/down by the sign of . Points on an axis (one coordinate is ) belong to no quadrant — the origin sits on the fence between all four.

Figure — Line graphs and scatter plots — basic interpretation

5. Variables, independent and dependent

The picture: think "as x goes across, what does y do?" — the y-value depends on where you are along x.

Why the topic needs it: deciding which quantity goes on which axis is the very first step of reading any graph. Get it wrong and the story reverses.


6. Scale — the spacing on each ruler


7. The minus sign and (change)

Why the topic needs it: the parent note measures growth as — "how much y changed per step of x". That ratio is the whole idea of a rate.


8. Slope and intercept — the line's DNA

Before quoting the famous formula, let's earn it — see why every non-vertical straight line has this exact shape.

How to read the figure below: the magenta line is ; the orange dot on the y-axis marks (where the line starts); the violet steps show one across producing up — their ratio is . Insight: = where it starts, = how fast it rises.

Why the topic needs it: the "line of best fit" through a scatter plot is exactly such a line. If in "hours vs score", each extra hour is worth points on average. You meet this formally in 2.4.01-Linear-equations and 3.2.01-Functions-and-graphs.

Figure — Line graphs and scatter plots — basic interpretation

9. Trend, correlation, outlier — words for shapes

How to read the figure below: the violet dots form a cloud leaning upward, and the magenta arrow traces that lean — that upward lean is positive correlation. The lone orange dot floating high above the cloud is the outlier. Insight: correlation is the lean of the crowd; an outlier is a dot that ignores the crowd.

Figure — Line graphs and scatter plots — basic interpretation

How the foundations feed the topic

The flow chart below is a dependency map: read an arrow as "you need before makes sense." Start at the top (Number line) and follow the arrows down — every box only appears once everything feeding into it is already understood. Two streams (left = line graphs, right = scatter plots) both flow into the final box, interpret the story, which is the whole point of the topic. Use it to spot which earlier box to revisit if a later idea feels shaky.

Number line

Two axes make a plane

Point x y ordered pair

Quadrants and signs

Variables independent dependent

Scale on each axis

Line graph reads change over time

Scatter plot reads relationship

Delta and subtraction

Slope m and intercept c

Trend max min range

Correlation and outliers

Interpret the story

Related building blocks you may want handy: 1.3.01-Bar-charts-and-pie-charts, 1.3.02-Reading-and-interpreting-tables, and 1.3.04-Mean-median-mode-range.


Equipment checklist

Test yourself — cover the right side and answer before revealing.

On a number line, "bigger" means the number sits further to the…
right of .
Which axis is horizontal, and what usually goes on it?
The x-axis; the independent variable (often time).
What does the ordered pair tell you to do?
Move 3 right along x, then 70 up along y.
Is the same dot as ?
No — order matters; they are different points.
A point with signs sits in which quadrant?
Quadrant II (left and up).
Where does the point live?
The origin — on no quadrant, on the fence between all four.
The dependent variable lives on which axis?
The y-axis (its value depends on x).
Why must you always check whether a scale is evenly spaced?
Because non-uniform or logarithmic scales make steepness misleading.
What does the symbol mean in words?
The change in (new minus old ).
Write the statistics formula for range, and how it differs from a function's range.
, one number for spread; a function's range is the whole set of output values.
In , what do and stand for, and why does the formula work?
= slope (constant climb per step), = starting height at ; total height = start plus climb .
What is the slope of a horizontal line, and of a vertical line?
Horizontal: ; vertical: undefined (dividing by ).
Dots leaning downward as x increases show what kind of correlation?
Negative correlation.
Does correlation prove one variable causes the other?
No — a hidden third variable may drive both.