Graphing Linear Equations

Hệ thống: Young Education
Khoá học: Linear Equations and Inequalities
Book: Graphing Linear Equations
Được in bởi: Guest user
Ngày: Thứ Hai, 9 tháng 11 2026, 4:40 PM

1. Review of the Coordinate Plane

Learning outcomes
  • I can identify the x-axis, y-axis, and origin.
  • I can locate and name the four quadrants.
  • I can plot ordered pairs accurately.
  • I can determine coordinates from a graph.
  • I can interpret points in real-world contexts.

Review of the Coordinate Plane

The coordinate plane is a two-dimensional system used to locate points using numbers. It allows us to describe exactly where an object or point is positioned relative to two perpendicular number lines.

The two number lines are called the:

  • x-axis — the horizontal axis
  • y-axis — the vertical axis

The axes intersect at a special point called the origin.

The coordinate plane is used throughout mathematics and science for graphing functions, displaying data, describing motion, mapping locations, and analyzing relationships between variables.

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The x-Axis

The x-axis is the horizontal number line.

Values increase as you move to the right and decrease as you move to the left.

For example:

  • x = 5 is 5 units to the right of the origin
  • x = −5 is 5 units to the left of the origin

The x-axis itself can be described by:

y = 0

Every point on the x-axis has a y-coordinate of zero.

Examples include:

(4, 0)

(−7, 0)

(12, 0)


The y-Axis

The y-axis is the vertical number line.

Values increase as you move upward and decrease as you move downward.

For example:

  • y = 4 is 4 units above the origin
  • y = −4 is 4 units below the origin

The y-axis can be described by:

x = 0

Every point on the y-axis has an x-coordinate of zero.

Examples include:

(0, 6)

(0, −3)

(0, 10)


The Origin

The x-axis and y-axis intersect at the origin.

The coordinates of the origin are:

(0, 0)

The origin is the reference point from which other positions are measured.

At the origin:

x = 0

and:

y = 0

The origin does not belong to any quadrant.


Ordered Pairs

A point on the coordinate plane is represented by an ordered pair:

(x, y)

The first number gives the horizontal position.

The second number gives the vertical position.

For example:

(4, 3)

means:

  • move 4 units to the right
  • move 3 units upward

The order matters.

(4, 3) and (3, 4) represent different points.


x Comes Before y

A useful rule is:

x first, y second

For:

(−5, 2)

x = −5

y = 2

Start at the origin.

Move:

5 units left

then:

2 units up

This locates the point (−5, 2).


Horizontal Movement

The x-coordinate tells you how far to move horizontally.

If x is:

  • positive → move right
  • negative → move left
  • zero → remain on the y-axis

Examples:

(6, 2) → 6 units right

(−6, 2) → 6 units left

(0, 2) → no horizontal movement


Vertical Movement

The y-coordinate tells you how far to move vertically.

If y is:

  • positive → move up
  • negative → move down
  • zero → remain on the x-axis

Examples:

(3, 5) → 5 units up

(3, −5) → 5 units down

(3, 0) → no vertical movement


Plotting an Ordered Pair

To plot:

(3, 4)

begin at:

(0, 0)

Then:

  1. move 3 units right
  2. move 4 units up
  3. mark the point

The x-coordinate is always used first.

A common phrase is:

"Across first, then up or down."


Plotting Negative Coordinates

Consider:

(−4, −2)

Start at the origin.

The x-coordinate is −4:

move 4 units left

The y-coordinate is −2:

move 2 units down

Mark the point.

The point lies in the lower-left part of the coordinate plane.


The Four Quadrants

The x-axis and y-axis divide the coordinate plane into four regions called quadrants.

They are numbered using Roman numerals:

  • Quadrant I
  • Quadrant II
  • Quadrant III
  • Quadrant IV

The quadrants are numbered counterclockwise, beginning in the upper-right region.

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4

Quadrant I

Quadrant I is the upper-right region.

In Quadrant I:

x is positive

y is positive

Sign pattern:

(+, +)

Examples:

(2, 5)

(7, 3)

(1, 9)


Quadrant II

Quadrant II is the upper-left region.

In Quadrant II:

x is negative

y is positive

Sign pattern:

(−, +)

Examples:

(−3, 5)

(−8, 2)

(−1, 7)


Quadrant III

Quadrant III is the lower-left region.

In Quadrant III:

x is negative

y is negative

Sign pattern:

(−, −)

Examples:

(−4, −6)

(−2, −9)

(−7, −1)


Quadrant IV

Quadrant IV is the lower-right region.

In Quadrant IV:

x is positive

y is negative

Sign pattern:

(+, −)

Examples:

(3, −4)

(8, −2)

(1, −6)


Remembering the Quadrant Signs

The signs follow this pattern:

Quadrant x y
I + +
II − +
III − −
IV + −

Beginning in Quadrant I and moving counterclockwise:

(+,+) → (−,+) → (−,−) → (+,−)


Points on the Axes

A point located directly on an axis is not in a quadrant.

For example:

(5, 0)

lies on the x-axis.

(0, −4)

lies on the y-axis.

(0, 0)

is the origin.

None of these points belongs to Quadrants I, II, III, or IV.


Identifying the Quadrant Without Plotting

You can determine the quadrant simply by looking at the signs.

Consider:

(−7, 4)

x is negative.

y is positive.

Sign pattern:

(−, +)

Therefore:

Quadrant II


Another Example

Consider:

(6, −9)

x is positive.

y is negative.

Sign pattern:

(+, −)

Therefore:

Quadrant IV


Determining Coordinates from a Graph

Sometimes a point is already plotted and you need to determine its coordinates.

To read the point:

  1. determine its horizontal position
  2. record this as x
  3. determine its vertical position
  4. record this as y
  5. write the coordinates as (x, y)

For example, suppose a point is:

  • 4 units left of the origin
  • 3 units above the origin

Then:

x = −4

y = 3

The point is:

(−4, 3)


Reading the Scale Carefully

Not every coordinate plane uses intervals of 1.

An axis might increase by:

2, 5, 10, 100, or another amount.

For example, suppose the x-axis is labelled:

0, 10, 20, 30, 40

A point at the third marked interval to the right of zero may represent:

x = 30

not x = 3.

Always check the scale before reading coordinates.


Plotting Several Points

Suppose we need to plot:

A = (2, 3)

B = (−3, 4)

C = (−4, −2)

D = (5, −3)

Their quadrants are:

Point Coordinates Quadrant
A (2, 3) I
B (−3, 4) II
C (−4, −2) III
D (5, −3) IV

Each point has a different combination of coordinate signs.


Comparing Points

Consider:

A = (3, 5)

B = (3, −2)

The points have the same x-coordinate.

Therefore, they are positioned on the same vertical line.

Now consider:

C = (−4, 6)

D = (2, 6)

These points have the same y-coordinate.

Therefore, they are positioned on the same horizontal line.


Same x-Coordinate

Points with the same x-coordinate line up vertically.

For example:

(4, 6)

(4, 2)

(4, −3)

all have:

x = 4

They lie on the vertical line:

x = 4


Same y-Coordinate

Points with the same y-coordinate line up horizontally.

For example:

(−5, 3)

(0, 3)

(7, 3)

all have:

y = 3

They lie on the horizontal line:

y = 3


Reflecting Across the x-Axis

Consider the point:

(3, 4)

Reflecting it across the x-axis changes the sign of the y-coordinate.

Therefore:

(3, 4) → (3, −4)

The x-coordinate stays the same.


Reflecting Across the y-Axis

Reflecting:

(3, 4)

across the y-axis changes the sign of the x-coordinate.

Therefore:

(3, 4) → (−3, 4)

The y-coordinate stays the same.

These patterns can help strengthen understanding of coordinate signs.


Reflecting Across Both Axes

If both coordinate signs change:

(3, 4) → (−3, −4)

The point moves to the opposite side of the origin.

Likewise:

(−5, 2) → (5, −2)


Coordinates and Direction

Coordinates can describe position relative to a reference point.

Suppose the origin represents a person's starting position.

Let:

  • positive x = east
  • negative x = west
  • positive y = north
  • negative y = south

Then:

(4, 3)

could represent:

4 km east and 3 km north of the starting point

while:

(−2, −5)

could represent:

2 km west and 5 km south

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9

Real-World Context: Maps

Coordinate systems are useful for locating objects on maps.

Suppose a park entrance is defined as:

(0, 0)

A playground is at:

(5, 2)

This could mean the playground is:

  • 5 grid units east
  • 2 grid units north

A pond at:

(−3, 4)

would be:

  • 3 grid units west
  • 4 grid units north

Coordinates provide a precise way to communicate location.


Real-World Context: Games

Many computer games use coordinate systems to track the positions of:

  • players
  • objects
  • enemies
  • targets
  • buildings

If a character moves from:

(2, 3)

to:

(5, 3)

the y-coordinate remains unchanged.

The character has moved horizontally.

The change in x is:

5 − 2 = 3

So the character moved 3 units to the right.


Real-World Context: Science

Coordinate planes are widely used in science.

For example, a graph might represent:

  • time on the x-axis
  • distance on the y-axis

A point:

(4, 20)

could mean:

At 4 seconds, the object has travelled 20 metres.

The meaning of a coordinate depends on the quantities represented by the axes.


Real-World Context: Temperature

Suppose:

x = time in hours

y = temperature in °C

The point:

(3, −5)

means:

After 3 hours, the temperature was −5°C.

In a real graph, the signs of coordinates describe values, not necessarily physical directions.


Coordinates Need Units and Labels

The point:

(4, 10)

has little real-world meaning without context.

It could represent:

  • 4 hours and 10 kilometres
  • 4 seconds and 10 metres
  • 4 items and $10
  • 4 weeks and 10 centimetres

Always examine the axis labels and units when interpreting coordinates.


Independent and Dependent Variables

When a coordinate plane is used to graph a relationship, the x-axis often represents the independent variable.

The y-axis often represents the dependent variable.

For example:

x = hours worked

y = money earned

The point:

(5, 90)

could mean:

After working 5 hours, a person earned $90.

This connects coordinate geometry with functions and linear relationships.


Coordinates in a Table

A table can represent points on a coordinate plane.

x y
−2 4
0 2
2 0
4 −2

Each row creates an ordered pair:

(−2, 4)

(0, 2)

(2, 0)

(4, −2)

These points can then be plotted on a coordinate plane.


Tables, Equations, and Coordinate Points

Suppose:

y = 2x + 1

A table might contain:

x y
−2 −3
−1 −1
0 1
1 3
2 5

Each row corresponds to a point:

(−2, −3)

(−1, −1)

(0, 1)

(1, 3)

(2, 5)

Plotting these points reveals the graph of the relationship.

This is why understanding the coordinate plane is essential for graphing equations.


Quadrants and Linear Graphs

A line may pass through several quadrants.

For example, consider:

y = x

 
 
 
246−2−4−61234−1−2−3−4−5−6
0,0
Give feedback

Positive x-values produce positive y-values, so those points lie in Quadrant I.

Negative x-values produce negative y-values, so those points lie in Quadrant III.

The line also passes through the origin.


Coordinates with Decimals and Fractions

Coordinates do not have to be whole numbers.

Examples include:

(2.5, 4)

(−1.5, 3.2)

(1/2, −3)

To plot these accurately, use the scale of the graph to locate values between marked numbers.

For example:

(2.5, 4)

lies halfway between x = 2 and x = 3, and at y = 4.


Distance Along an Axis

Suppose:

A = (−3, 4)

B = (5, 4)

Because both points have the same y-coordinate, the distance between them is horizontal.

Calculate the difference in x-values:

5 − (−3) = 8

Therefore, the points are:

8 units apart


Vertical Distance

Suppose:

C = (2, −4)

D = (2, 5)

Both points have the same x-coordinate.

Their vertical distance is:

5 − (−4) = 9

Therefore:

C and D are 9 units apart.


Moving Between Coordinates

Suppose an object begins at:

(−2, 3)

It moves:

  • 5 units right
  • 4 units down

Moving right changes x:

−2 + 5 = 3

Moving down changes y:

3 − 4 = −1

The new position is:

(3, −1)


Describing Movement

Suppose an object moves from:

(1, 2)

to:

(6, 5)

Horizontal change:

6 − 1 = 5

Vertical change:

5 − 2 = 3

Therefore, the movement is:

5 units right and 3 units up

This idea will later connect to slope, vectors, and displacement.


Determining an Unknown Coordinate

Suppose point A is:

(3, 7)

Point B lies directly below A.

Because the points are vertically aligned, B must also have:

x = 3

If B is 5 units below A:

y = 7 − 5

y = 2

Therefore:

B = (3, 2)


A Reliable Strategy for Plotting Points

When plotting an ordered pair:

  1. Identify x.
  2. Identify y.
  3. Start at the origin.
  4. Move horizontally according to x.
  5. Move vertically according to y.
  6. Mark the point.
  7. Label the point if required.
  8. Check the signs and scale.

Remember:

x first, y second


A Reliable Strategy for Reading Coordinates

When reading a point from a graph:

  1. Locate the point.
  2. Trace vertically to determine x.
  3. Trace horizontally to determine y.
  4. Check the scale of each axis.
  5. Determine whether each coordinate is positive, negative, or zero.
  6. Write the ordered pair as (x, y).
  7. If the graph has context, include the meaning and units.

Common Mistakes

Reversing x and y

The point:

(3, 7)

means x = 3 and y = 7, not the other way around.

Moving vertically first and losing track of the coordinates

A reliable habit is:

horizontal x first, vertical y second.

Forgetting negative directions

Negative x means left.

Negative y means down.

Numbering the quadrants clockwise

Quadrants are numbered counterclockwise, starting in the upper-right.

Putting axis points into quadrants

Points on either axis are not located in a quadrant.

Calling (0, 0) Quadrant I

The origin does not belong to any quadrant.

Ignoring the graph's scale

One grid interval does not always equal one unit.

Assuming the axes always represent x and y without context

Real-world graphs may use labels such as time, distance, cost, temperature, or population.

Giving coordinates without interpreting them

In a contextual graph, explain what each coordinate represents and include units.


Key Terms

Coordinate plane — two-dimensional system used to locate points using horizontal and vertical coordinates.

Cartesian plane — another name for the coordinate plane.

x-axis — horizontal axis of the coordinate plane.

y-axis — vertical axis of the coordinate plane.

Origin — point (0, 0) where the two axes intersect.

Ordered pair — pair of coordinates written in the form (x, y).

x-coordinate — first value in an ordered pair, describing horizontal position.

y-coordinate — second value in an ordered pair, describing vertical position.

Quadrant — one of the four regions created by the x-axis and y-axis.

Quadrant I — region where x and y are both positive.

Quadrant II — region where x is negative and y is positive.

Quadrant III — region where x and y are both negative.

Quadrant IV — region where x is positive and y is negative.

Scale — value represented by each interval along an axis.

Coordinate — numerical value describing a position relative to an axis.

Plot — place a point at its correct position on a coordinate plane.

Independent variable — input variable, often represented on the horizontal axis.

Dependent variable — output variable, often represented on the vertical axis.


Key Takeaways

  • The coordinate plane uses two perpendicular number lines to locate points.
  • The x-axis is horizontal.
  • The y-axis is vertical.
  • The axes intersect at the origin, (0, 0).
  • Coordinates are written as ordered pairs in the form (x, y).
  • The x-coordinate is always written first.
  • Positive x-values are to the right of the origin.
  • Negative x-values are to the left.
  • Positive y-values are above the origin.
  • Negative y-values are below.
  • Quadrants are numbered counterclockwise beginning in the upper-right.
  • Quadrant I has sign pattern (+, +).
  • Quadrant II has sign pattern (−, +).
  • Quadrant III has sign pattern (−, −).
  • Quadrant IV has sign pattern (+, −).
  • Points on an axis do not belong to any quadrant.
  • The origin does not belong to any quadrant.
  • Points with the same x-coordinate are vertically aligned.
  • Points with the same y-coordinate are horizontally aligned.
  • Always check the scale before reading or plotting coordinates.
  • In real-world graphs, coordinates represent meaningful pairs of quantities.
  • Axis labels and units are necessary for interpreting points correctly.
  • Tables, equations, and graphs can all represent collections of ordered pairs.
  • Understanding coordinates provides a foundation for graphing functions, linear equations, transformations, vectors, and data.

Check Your Understanding

  1. What are the coordinates of the origin?
  2. Explain the difference between the x-axis and the y-axis.
  3. State the quadrant containing each point:

    A = (4, 7)
    B = (−3, 8)
    C = (−6, −2)
    D = (5, −9)

  4. Explain how you would plot the point (−4, 6).
  5. Explain how you would plot the point (3, −7).
  6. Does the point (0, 5) belong to a quadrant? Explain your answer.
  7. Does the point (−8, 0) belong to a quadrant? Where is it located?
  8. A point is 5 units left of the origin and 3 units below the origin. Write its coordinates and identify its quadrant.
  9. Point A is at (−2, 6). Reflect A across the y-axis. What are the coordinates of the reflected point?
  10. Point B is at (4, −5). Reflect B across the x-axis. What are the coordinates of the reflected point?
  11. An object begins at (−3, 2) and moves 7 units right and 5 units down. Determine its new coordinates.
  12. Points P = (−5, 4) and Q = (3, 4) lie on the same horizontal line. Determine the distance between them.
  13. A graph uses time in seconds on the x-axis and distance in metres on the y-axis. Explain the meaning of the point (6, 42).
  14. A map uses the origin as a town centre, with positive x representing east and positive y representing north. Interpret the location (−4, 7) in words.
  15. A student plots (−3, 5) by moving 3 units up and 5 units left. Explain the student's error, give the correct plotting procedure, and identify the quadrant containing the point.
 
 
 

2. Graphing from Tables

Learning outcomes
  • I can create tables of values from equations.
  • I can plot points from a table onto a coordinate plane.
  • I can identify patterns in tabulated data.
  • I can draw linear graphs from plotted points.
  • I can interpret information shown on a graph.

Graphing from Tables

A table of values is one of the most useful ways to move from an equation to a graph. A table shows selected input-output pairs, and each row can be written as an ordered pair and plotted on the coordinate plane.

For example, consider:

y = 2x + 1

Choose several values of x and calculate y.

x y
−2 −3
−1 −1
0 1
1 3
2 5

These rows give the points:

(−2, −3), (−1, −1), (0, 1), (1, 3), (2, 5)

When the points are plotted, they lie on a straight line.

This process connects three important representations:

equation → table → graph


Creating a Table from an Equation

Suppose:

y = 3x + 2

We can choose convenient values for x.

A common choice is:

−2, −1, 0, 1, 2

Now substitute each x-value into the equation.

For x = −2:

y = 3(−2) + 2

y = −6 + 2

y = −4

For x = −1:

y = 3(−1) + 2

y = −3 + 2

y = −1

For x = 0:

y = 3(0) + 2

y = 2

For x = 1:

y = 3(1) + 2

y = 5

For x = 2:

y = 3(2) + 2

y = 8

The completed table is:

x y
−2 −4
−1 −1
0 2
1 5
2 8

Turning Table Values into Ordered Pairs

Each row in a table corresponds to an ordered pair:

(x, y)

Using the previous table:

x y Ordered Pair
−2 −4 (−2, −4)
−1 −1 (−1, −1)
0 2 (0, 2)
1 5 (1, 5)
2 8 (2, 8)

These ordered pairs can be plotted directly on the coordinate plane.


Plotting the Points

To plot:

(2, 8)

start at the origin.

Move:

  • 2 units right
  • 8 units up

Then mark the point.

To plot:

(−2, −4)

move:

  • 2 units left
  • 4 units down

Remember:

x first, y second

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10

Drawing the Linear Graph

If the equation represents a linear relationship, the plotted points should form a straight-line pattern.

After plotting the points:

  1. check that they are positioned correctly
  2. place a ruler along the points
  3. draw a straight line through them
  4. extend the line where appropriate
  5. add arrows if the relationship continues beyond the displayed graph

The line represents all the points satisfying the equation, not just the points listed in the table.


Why We Connect the Points

Suppose the equation is:

y = 2x + 1

The table might contain only:

x = −2, −1, 0, 1, 2

But x could also equal:

0.5

1.7

−3.25

or many other values.

The line represents all of these possible values.

The table gives us enough selected points to construct the graph.


Continuous and Discrete Situations

We should not always connect points.

Consider:

y = 4x

If x represents time, x might take any value such as:

1.2 seconds

2.75 seconds

4.5 seconds

The relationship may be continuous, so connecting the points makes sense.

But suppose x represents the number of concert tickets purchased.

You might purchase:

1, 2, 3, or 4 tickets

but not:

2.6 tickets.

This situation is discrete.

The graph may therefore consist of separate points rather than one continuous line.


Choosing x-Values

When creating a table, choose x-values that make calculations and graphing convenient.

For:

y = 2x + 3

good choices might be:

−2, −1, 0, 1, 2

These values are:

  • small
  • easy to calculate
  • spread across both sides of zero

Including x = 0 is particularly useful because it reveals the y-intercept.


Including Zero

Suppose:

y = 4x − 5

If:

x = 0

then:

y = 4(0) − 5

y = −5

Therefore:

(0, −5)

is on the graph.

This immediately tells us that the y-intercept is:

−5


Graphing a Positive Linear Relationship

Consider:

y = 2x + 1

Create a table:

x y
−2 −3
−1 −1
0 1
1 3
2 5

The y-values increase by 2 whenever x increases by 1.

Therefore:

slope = 2

The graph rises from left to right.


Recognizing a Pattern in the Table

For:

y = 2x + 1

look at the changes:

x y
−2 −3
−1 −1
0 1
1 3
2 5

Changes in x:

+1, +1, +1, +1

Changes in y:

+2, +2, +2, +2

Therefore:

rate of change = 2/1 = 2

A constant rate of change is a key feature of a linear relationship.


Graphing a Negative Linear Relationship

Consider:

y = −3x + 4

Create a table:

x y
−2 10
−1 7
0 4
1 1
2 −2

As x increases by 1:

y decreases by 3.

Therefore:

slope = −3

The graph falls from left to right.

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5

Positive, Negative, and Zero Slope

The pattern in a table can reveal the direction of the graph.

Positive slope

As x increases, y increases.

Example:

y = 3x + 2

Negative slope

As x increases, y decreases.

Example:

y = −2x + 5

Zero slope

As x increases, y remains constant.

Example:

y = 4


Graphing a Horizontal Line

Consider:

y = 3

Create a table:

x y
−2 3
−1 3
0 3
1 3
2 3

Every point has the same y-coordinate.

The graph is a horizontal line passing through:

y = 3

Its slope is:

0


Checking for Linearity in a Table

Consider:

x y
0 4
1 7
2 10
3 13

The changes in y are:

+3, +3, +3

while x increases by 1 each time.

The rate is constant.

Therefore, the relationship is linear.


A Table That Is Not Linear

Consider:

x y
0 1
1 2
2 5
3 10
4 17

The changes in y are:

+1, +3, +5, +7

These are not constant.

Therefore, the relationship is not linear.

The plotted points would not lie on one straight line.


First Differences

When x-values increase by equal amounts, the changes between consecutive y-values are called first differences.

For a linear relationship, the first differences are constant.

Example:

x y
0 5
1 9
2 13
3 17

First differences:

9 − 5 = 4

13 − 9 = 4

17 − 13 = 4

Therefore:

constant first difference = 4

and the relationship is linear.


When x Does Not Increase by 1

Suppose:

x y
0 3
2 11
4 19
6 27

The y-values increase by 8.

But the x-values increase by 2.

Therefore:

m = Δy/Δx

m = 8/2

m = 4

The slope is 4, not 8.


Unequal x-Intervals

Consider:

x y
1 5
3 11
6 20
10 32

The changes in y are not equal because the changes in x are not equal.

Calculate the rate:

From the first to second row:

m = (11 − 5)/(3 − 1)

m = 6/2

m = 3

From the second to third:

m = (20 − 11)/(6 − 3)

m = 9/3

m = 3

The rate remains constant.

Therefore, the relationship is linear.


Finding an Equation from a Table

Suppose:

x y
0 6
1 10
2 14
3 18

The rate is:

4

Therefore:

m = 4

When x = 0:

y = 6

Therefore:

b = 6

The equation is:

y = 4x + 6

This shows how we can move in either direction:

equation → table → graph

or:

graph/table → equation


Verifying the Equation

For:

y = 4x + 6

check x = 3:

y = 4(3) + 6

y = 12 + 6

y = 18

The table also gives:

(3, 18)

so the equation agrees with the table.


Reading Information from a Graph

Once a graph has been drawn, we can use it to answer questions.

Suppose a graph represents:

d = 50t

where:

d = distance in kilometres

t = time in hours

The point:

(3, 150)

means:

After 3 hours, the object has travelled 150 km.

A graph is not simply a picture. Each point communicates information about the relationship.


Reading an Output from a Graph

Suppose you want to find y when:

x = 4

From the x-axis:

  1. locate x = 4
  2. move vertically to the graph
  3. move horizontally toward the y-axis
  4. read the corresponding y-value

This gives the output associated with x = 4.


Reading an Input from a Graph

Sometimes the output is known instead.

Suppose you want to know:

When is y = 15?

Start with:

y = 15

Then:

  1. locate 15 on the y-axis
  2. move horizontally to the graph
  3. move vertically toward the x-axis
  4. read the corresponding x-value

This determines the input that produces y = 15.


Interpreting the y-Intercept

Consider:

C = 5h + 20

where C is cost and h is time in hours.

At:

h = 0

C = 20

The graph therefore contains:

(0, 20)

This means there is an initial cost of:

$20

The y-intercept often represents a starting value.


Interpreting Slope

For:

C = 5h + 20

the slope is:

5

This means the cost increases by:

$5 per hour

On the graph, every increase of 1 unit horizontally corresponds to an increase of 5 units vertically.


Real-World Example: Taxi Cost

Suppose a taxi charges:

  • $6 starting fee
  • $3 per kilometre

Equation:

C = 3d + 6

Create a table:

Distance d (km) Cost C ($)
0 6
1 9
2 12
3 15
4 18
5 21

Plotting these points produces a straight-line pattern.

The graph shows:

  • starting cost = $6
  • rate of change = $3/km

Interpreting a Point in Context

Using the taxi graph, consider:

(4, 18)

The x-coordinate represents:

4 km

The y-coordinate represents:

$18

Therefore:

A 4 km taxi journey costs $18.

A good interpretation includes both quantities and their units.


Real-World Example: Water Tank

A tank initially contains:

300 L

and loses:

20 L each minute

Equation:

V = 300 − 20t

Create a table:

Time t (min) Volume V (L)
0 300
2 260
4 220
6 180
8 140
10 100

The graph decreases from left to right because the slope is negative.

The point:

(6, 180)

means:

After 6 minutes, 180 L remain in the tank.


Realistic Graphing Domains

Mathematically, the equation:

V = 300 − 20t

continues beyond the point where V = 0.

But negative water volume does not make physical sense.

Find when the tank reaches zero:

0 = 300 − 20t

20t = 300

t = 15

Therefore, a realistic graph should stop at:

(15, 0)

when modelling the actual tank.

Context can determine which part of a mathematical graph is meaningful.


Real-World Example: Savings

Suppose a student begins with:

$50

and saves:

$15 each week

Equation:

S = 15w + 50

Table:

Weeks w Savings S ($)
0 50
1 65
2 80
3 95
4 110
5 125

The graph rises steadily because the student saves at a constant rate.


Predicting Beyond the Table

A graph can help estimate values not shown in the original table.

Using:

S = 15w + 50

the table might stop at 5 weeks.

But the line continues.

At 8 weeks:

S = 15(8) + 50

S = 120 + 50

S = $170

This is an example of extrapolation because the prediction is beyond the original table values.


Estimating Between Table Values

Suppose a table contains:

Time Distance
2 20
4 40

If the relationship is continuous and linear, the graph allows us to estimate the value at:

x = 3

The corresponding value is:

y = 30

Estimating between known data values is called interpolation.


Graph Scale

Choosing a suitable scale is important.

Suppose the y-values are:

100, 200, 300, 400, 500

Using a scale of 1 unit per grid square would be impractical.

A better scale might be:

50 or 100 units per grid interval

The scale should:

  • include all important values
  • use the available graph space effectively
  • be easy to read
  • use consistent intervals
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12

Axes Do Not Need the Same Scale

The x-axis and y-axis may use different scales.

For example:

x-axis:

1 square = 1 hour

y-axis:

1 square = 50 km

This is completely acceptable.

However, each individual axis must use a consistent scale.


Labelling a Graph

A clear graph should normally include:

  • a meaningful title when appropriate
  • labelled x-axis
  • labelled y-axis
  • units
  • appropriate scale
  • accurately plotted points

For example:

Distance Travelled vs Time

x-axis:

Time trái tim

y-axis:

Distance (km)

These labels allow someone to interpret the graph without needing additional explanation.


Independent and Dependent Variables

The independent variable is usually placed on the x-axis.

The dependent variable is usually placed on the y-axis.

For example:

If distance depends on time:

x-axis = time

y-axis = distance

If cost depends on number of items:

x-axis = number of items

y-axis = cost


A Complete Graphing Process

Suppose:

y = −2x + 5

Choose:

x = −2, −1, 0, 1, 2

Calculate:

x y
−2 9
−1 7
0 5
1 3
2 1

Now:

  1. draw and label the axes
  2. choose an appropriate scale
  3. plot (−2, 9)
  4. plot (−1, 7)
  5. plot (0, 5)
  6. plot (1, 3)
  7. plot (2, 1)
  8. check that the points form a straight-line pattern
  9. draw the line through the points

The resulting graph has:

slope = −2

y-intercept = 5


Checking Your Graph

After plotting, ask:

Do the points follow the expected pattern?

If one point is far away from the others, check:

  • the substitution
  • arithmetic
  • coordinate order
  • signs
  • scale
  • plotting position

A single misplaced point often indicates a calculation or graphing error.


Using the Pattern to Detect Errors

Suppose:

y = 3x + 1

Your table is:

x y
0 1
1 4
2 7
3 11

The y-values should increase by 3.

But:

1 → 4 = +3

4 → 7 = +3

7 → 11 = +4

This suggests an error.

Check x = 3:

y = 3(3) + 1

y = 10

Therefore, the final value should be:

10

Pattern recognition provides a useful way to check calculations.


Comparing Two Graphs from Tables

Suppose:

Relationship A

x y
0 8
1 11
2 14
3 17

Relationship B

x y
0 2
1 7
2 12
3 17

Relationship A has:

slope = 3

intercept = 8

Relationship B has:

slope = 5

intercept = 2

A starts higher.

B increases faster.

At x = 3, both have:

y = 17

Their graphs intersect at:

(3, 17)


Why Tables Are Useful for Graphing

Tables provide a bridge between symbolic equations and visual graphs.

An equation such as:

y = −4x + 7

is symbolic.

A table converts it into specific points.

A graph then shows the overall relationship visually.

Therefore:

equation → values → coordinates → graph

Each representation gives a different view of the same mathematical relationship.


A Reliable Strategy for Graphing from an Equation

  1. Write the equation clearly.
  2. Create two columns labelled x and y.
  3. Choose useful x-values.
  4. Substitute each x-value into the equation.
  5. Calculate the corresponding y-value.
  6. Check for a consistent pattern.
  7. Write the rows as ordered pairs.
  8. Draw and label the coordinate axes.
  9. Choose an appropriate scale.
  10. Plot each point accurately.
  11. Check whether the points follow the expected pattern.
  12. If the relationship is continuous and linear, draw a straight line through the points.
  13. Interpret important points in context.

Common Mistakes

Reversing coordinates

A table row x = 2, y = 7 produces:

(2, 7)

not:

(7, 2)

Substituting incorrectly

For:

y = 3x − 2

and x = −2:

y = 3(−2) − 2

not:

3(2) − 2

Forgetting parentheses with negative values

Use:

3(−2)

to make the sign clear.

Using an inconsistent scale

Equal distances along an axis must represent equal numerical changes.

Assuming every table is linear

Check the rate of change before drawing a straight line.

Using Δy as the slope without checking Δx

Slope is:

m = Δy/Δx

Connecting points that should be discrete

If x represents whole objects, separate plotted points may be more appropriate.

Drawing a line before checking the points

Check the calculations first.

Ignoring graph labels and units

A graph without labels may be impossible to interpret correctly.

Extending a real-world graph beyond meaningful values

The mathematical equation may continue even when the real situation does not.


Key Terms

Table of values — organized list of corresponding input and output values.

Ordered pair — pair of coordinates written as (x, y).

Coordinate plane — two-dimensional system used to plot points.

Plot — place a point at its correct coordinate position.

Linear relationship — relationship with a constant rate of change.

Linear graph — straight-line graph representing a linear relationship.

Slope — rate of change of y relative to x.

y-intercept — value of y when x = 0.

Independent variable — input variable, usually shown on the x-axis.

Dependent variable — output variable, usually shown on the y-axis.

First difference — change between consecutive y-values when x-values are equally spaced.

Scale — numerical value represented by intervals along an axis.

Continuous data — values that can exist anywhere within an interval.

Discrete data — separate countable values.

Interpolation — estimating a value between known data points.

Extrapolation — predicting a value beyond the known data.


Key Takeaways

  • Tables connect equations to graphs by providing specific coordinate pairs.
  • Each row of an x-y table represents an ordered pair (x, y).
  • Equations can be used to calculate table values by substitution.
  • Including x = 0 often makes the y-intercept easy to identify.
  • Linear relationships have a constant rate of change.
  • When x increases by equal amounts, linear tables have constant first differences in y.
  • If x-intervals are unequal, use Δy/Δx to check the rate.
  • A positive slope produces a graph that rises from left to right.
  • A negative slope produces a graph that falls from left to right.
  • A zero slope produces a horizontal line.
  • Points from a linear relationship lie along one straight line.
  • Continuous linear relationships are normally represented by connecting the plotted points.
  • Discrete situations may require separate points instead of a continuous line.
  • Graph axes should be clearly labelled and use appropriate scales.
  • The independent variable is usually placed on the x-axis.
  • The dependent variable is usually placed on the y-axis.
  • Patterns in tables can help detect calculation errors.
  • Graphs can be used to estimate values between or beyond table entries.
  • Real-world coordinates should be interpreted using the quantities and units shown on the axes.
  • A mathematical graph may extend beyond the values that are realistic in a particular context.
  • Equations, tables, ordered pairs, and graphs are different representations of the same relationship.

Check Your Understanding

  1. Create a table for y = 2x + 3 using x = −2, −1, 0, 1, and 2.
  2. Write the ordered pairs represented by your table from Question 1.
  3. Describe how you would plot the point (−3, 5) on a coordinate plane.
  4. Create a table for y = −3x + 4 using x = −2, −1, 0, 1, and 2. Describe the pattern in the y-values.
  5. Consider the table:
x y
0 7
1 11
2 15
3 19

Determine the rate of change and write an equation representing the relationship.

  1. Determine whether this table represents a linear relationship. Explain your reasoning.
x y
0 2
1 5
2 10
3 17
4 26
  1. Consider:
x y
0 5
2 11
4 17
6 23

Calculate the slope. Explain why the change in y alone is not the slope.

  1. A student creates this table for y = 4x − 1:
x y
0 −1
1 3
2 7
3 12

Identify the error and correct the table.

  1. A taxi's cost is represented by C = 2.5d + 5, where d is distance in kilometres. Create a table for d = 0, 2, 4, 6, and 8 km and explain what the graph would look like.
  2. A water tank is represented by V = 240 − 20t, where V is volume in litres and t is time in minutes. Create a table using t = 0, 2, 4, 6, 8, 10, and 12. Describe the pattern and explain what the slope means.
  3. Using the water-tank relationship from Question 10, determine when the tank becomes empty. Explain why extending the graph beyond this point would not make sense in the real situation.
  4. A graph represents a cyclist's distance from home. The point (3, 45) lies on the graph, where the x-axis shows time in hours and the y-axis shows distance in kilometres. Interpret this point in context.
  5. Explain the difference between interpolation and extrapolation. Give an example of each using a table or graph.
  6. A relationship contains the points (0, 10), (2, 16), (4, 22), and (6, 28). Determine whether the points form a linear pattern, calculate the slope, find the equation, and predict y when x = 10.
  7. A student says, "If I have a table, I can always connect all the points with a straight line." Explain why this statement is incorrect. Discuss both non-linear relationships and the difference between continuous and discrete situations.
 

3. Slope and Rate of Change

Learning outcomes
  • I can define slope as a rate of change.
  • I can calculate slope using two points.
  • I can interpret positive, negative, zero, and undefined slopes.
  • I can compare rates of change between graphs.
  • I can explain the meaning of slope in real-world situations.

Slope and Rate of Change

Slope describes how quickly one variable changes compared with another. On a graph, slope tells us how steep a line is and whether it rises, falls, or remains horizontal as we move from left to right.

Slope is also a rate of change.

For example, if a cyclist travels 15 km farther from home every hour, the rate of change is:

15 km/h

If distance is plotted against time, the graph has a slope of:

15

Slope connects graphs with real-world rates such as:

  • speed
  • cost per item
  • pay per hour
  • temperature change per minute
  • water level change per second
  • population change per year

Understanding Rate of Change

A rate of change compares the change in one quantity with the change in another.

It can be written as:

rate of change = change in output / change in input

For coordinates:

slope = change in y / change in x

The symbol commonly used for slope is:

m

Therefore:

m = Δy/Δx

The symbol Δ means change in.

So:

  • Δy = change in y
  • Δx = change in x

Rise and Run

Slope is often described using:

slope = rise/run

The rise is the vertical change.

The run is the horizontal change.

Therefore:

m = rise/run

For example, if a line rises 6 units while moving 3 units to the right:

m = 6/3

m = 2

This means y increases by 2 units for every increase of 1 unit in x.

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8

Calculating Slope from Two Points

If two points are known:

(x₁, y₁) and (x₂, y₂)

the slope can be calculated using:

m = (y₂ − y₁)/(x₂ − x₁)

This formula compares the vertical change with the horizontal change.

A useful way to remember it is:

change in y over change in x


Worked Example: Finding Slope

Suppose a line passes through:

(2, 3) and (6, 11)

Calculate the changes.

Change in y:

11 − 3 = 8

Change in x:

6 − 2 = 4

Therefore:

m = 8/4

m = 2

The slope is:

2

This means y increases by 2 units for every increase of 1 unit in x.


Keeping the Point Order Consistent

When using the slope formula, the subtraction order must remain consistent.

Using:

(2, 3) and (6, 11)

we calculated:

m = (11 − 3)/(6 − 2)

But we could reverse both:

m = (3 − 11)/(2 − 6)

m = −8/−4

m = 2

Both methods give the same answer.

The mistake would be mixing the order:

(11 − 3)/(2 − 6)

because this would incorrectly produce:

8/−4 = −2


Slope from a Table

Consider:

x y
1 5
2 8
3 11
4 14

Each time x increases by:

1

y increases by:

3

Therefore:

m = 3/1

m = 3

The slope is the constant rate of change.


Slope When x Changes by More Than One

Consider:

x y
2 7
5 19
8 31
11 43

From the first two rows:

Δy = 19 − 7 = 12

Δx = 5 − 2 = 3

Therefore:

m = 12/3

m = 4

The slope is 4, not 12.

This is why we calculate:

Δy/Δx

rather than looking only at the change in y.


Unequal Intervals

Consider:

x y
1 7
3 13
8 28
12 40

The changes in x are not equal, so simply comparing consecutive y-values is not enough.

Between the first two points:

m = (13 − 7)/(3 − 1)

m = 6/2

m = 3

Between the next two:

m = (28 − 13)/(8 − 3)

m = 15/5

m = 3

The rate remains constant, so the relationship is linear.


Positive Slope

A line has a positive slope when it rises from left to right.

As x increases:

y increases

For example:

y = 3x + 2

has:

m = 3

This is a positive slope.

https://images.openai.com/static-rsc-4/1-VaVjj2FYxdckoWqYy6sbRhjh7_oySJ_aW3rlzBnBdEbJHpOKvK_tI-KGBToHhaiLQyC975Sm7MBxAGFeKt46DIFNTzIn6yn4_WkcL4yncVMk7LWyVWRATjB0-58fBof2yTnj8snnKDd0wAJdNiUC5O5idSgTtKGMK_unxteV1kq80YjQu_sDQfC7au_8YF?purpose=fullsize
 

Interpreting Positive Slope

Suppose a savings account increases by:

$25 each week

Then:

slope = 25 dollars/week

The positive slope means the amount of money increases as time passes.

A positive slope does not simply mean that the y-values themselves are positive.

It means that y increases as x increases.


Negative Slope

A line has a negative slope when it falls from left to right.

As x increases:

y decreases

For example:

y = −4x + 20

has:

m = −4

The negative sign describes the direction of change.


Interpreting Negative Slope

Suppose a tank loses:

8 L of water each minute

The rate of change is:

−8 L/min

The negative sign means the volume is decreasing.

If:

V = 100 − 8t

then the slope is:

−8


Zero Slope

A horizontal line has a slope of:

0

For example:

y = 5

Consider two points:

(2, 5)

and:

(8, 5)

Calculate:

m = (5 − 5)/(8 − 2)

m = 0/6

m = 0

There is no vertical change.


Interpreting Zero Slope

A zero slope means the dependent variable remains constant as the independent variable changes.

For example, suppose a machine maintains a temperature of:

20°C

for 30 minutes.

On a temperature-time graph, the line would be horizontal.

Its slope would be:

0°C/min

The temperature is not changing.


Undefined Slope

A vertical line has an undefined slope.

Consider:

(4, 2)

and:

(4, 9)

Calculate:

m = (9 − 2)/(4 − 4)

m = 7/0

Division by zero is undefined.

Therefore, the slope is:

undefined


Why Vertical Lines Have Undefined Slope

For a vertical line:

Δx = 0

There is vertical change but no horizontal change.

Because slope requires:

Δy/Δx

we would have to divide by zero.

Division by zero is undefined.

Therefore, every vertical line has an undefined slope.


The Four Types of Slope

Type Appearance Behaviour
Positive rises left to right y increases as x increases
Negative falls left to right y decreases as x increases
Zero horizontal y remains constant
Undefined vertical x remains constant

Recognizing these visually is an important graphing skill.


Comparing Positive Slopes

Consider:

Line A: m = 2

Line B: m = 5

Both slopes are positive.

Line B has the greater slope because:

5 > 2

For the same increase in x, Line B increases more quickly.

Line B therefore appears steeper.


Comparing Negative Slopes

Consider:

Line A: m = −2

Line B: m = −6

Both are negative, so both decrease from left to right.

Line B changes more rapidly because its slope has the larger absolute value:

|−6| > |−2|

However, numerically:

−2 > −6

This distinction matters.

Line B is steeper, but Line A has the greater numerical slope.


Steepness and Absolute Value

The steepness of a line is related to the absolute value of its slope.

Compare:

m = 1

m = 4

The line with m = 4 is steeper.

Compare:

m = −2

m = −7

The line with m = −7 is steeper because:

|−7| = 7

which is greater than:

|−2| = 2

The sign tells us the direction.

The absolute value tells us how rapidly the line changes.


Fractional Slopes

Slope does not have to be a whole number.

Suppose:

m = 2/3

This means:

  • rise 2
  • run 3

For every increase of 3 units in x, y increases by 2 units.

Equivalent rates include:

4/6

6/9

8/12

All simplify to:

2/3


Negative Fractional Slopes

Suppose:

m = −3/4

This can be interpreted as:

  • move 4 units right
  • move 3 units down

because:

rise = −3

run = 4

It could also be represented as:

rise = 3

run = −4

Both describe the same slope.


Finding Slope from a Graph

To calculate slope from a graph:

  1. choose two clear points on the line
  2. identify their coordinates
  3. calculate the vertical change
  4. calculate the horizontal change
  5. divide Δy by Δx
  6. simplify

Whenever possible, choose points that lie exactly on grid intersections.


Using a Slope Triangle

Suppose two points on a line are:

(1, 2) and (5, 8)

Horizontal change:

5 − 1 = 4

Vertical change:

8 − 2 = 6

This creates a right triangle with:

rise = 6

run = 4

Therefore:

m = 6/4

m = 3/2

A slope triangle makes the rise and run visible on the graph.

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https://images.openai.com/static-rsc-4/ZOk1eGWrdb3zT00EbwiVGD8dtizCa89vnpYEuD-mgJ5oOA0CoM7DGKsN-wriTWOTiQ-Fpn48cQzu1__yIKLDlu9qpXd73hoDg4P3uqioKt5yQ0BfmclrwcT_j2ulD8vxeUNiXmnr7PWibY-6Yi50Lx3LCB0CFqVsTkzK4bP-DhNI5qDiG8EkAXAFiz2FDkgV?purpose=fullsize
 
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7

Different Points Give the Same Slope

For a straight line, any two distinct points produce the same slope.

Suppose points on a line include:

(0, 1)

(2, 5)

(4, 9)

Using the first two:

m = (5 − 1)/(2 − 0)

m = 4/2

m = 2

Using the second and third:

m = (9 − 5)/(4 − 2)

m = 4/2

m = 2

This constant slope is what makes the relationship linear.


Slope and Linear Equations

Recall slope-intercept form:

y = mx + b

where:

m = slope

b = y-intercept

For:

y = 4x + 7

the slope is:

m = 4

For:

y = −3x + 10

the slope is:

m = −3

For:

y = 8

the slope is:

m = 0


Slope and Direct Variation

Direct variation has the form:

y = kx

The constant of variation k is also the slope.

For example:

y = 6x

has:

k = 6

and:

m = 6

The output increases by 6 units for every increase of 1 unit in the input.


Slope as a Unit Rate

Slope often represents a unit rate.

Suppose:

Time trái tim Distance (km)
1 70
2 140
3 210
4 280

The slope is:

m = (140 − 70)/(2 − 1)

m = 70/1

m = 70 km/h

The units of slope are:

y-units per x-unit


Units of Slope

Always consider the quantities on the axes.

If:

x = time in seconds

y = distance in metres

then slope has units:

metres/second

If:

x = number of items

y = cost in dollars

then slope has units:

dollars/item

If:

x = time in minutes

y = temperature in °C

then slope has units:

°C/min

Units help explain what the slope actually means.


Real-World Example: Constant Speed

Suppose a car's distance is represented by:

d = 80t

where:

d = distance in kilometres

t = time in hours

The slope is:

80

In context:

80 km/h

This means the car travels 80 additional kilometres for every additional hour.


Real-World Example: Hourly Pay

Suppose:

P = 22h + 50

where:

P = total pay in dollars

h = hours worked

The slope is:

22

This means:

$22/hour

The $50 is the starting amount, but it does not affect the rate of change.


Real-World Example: Temperature

Suppose a substance cools according to:

T = 90 − 4t

where:

T = temperature in °C

t = time in minutes

The slope is:

−4°C/min

This means the temperature decreases by 4°C every minute.

The negative slope communicates the decrease.


Real-World Example: Draining Water

A tank contains water according to:

V = 600 − 25t

where:

V = volume in litres

t = time in minutes

Slope:

−25 L/min

This means the tank loses 25 litres of water each minute.


Real-World Example: Cost

Suppose a printing company charges:

C = 0.20p + 5

where:

C = cost in dollars

p = number of pages

Slope:

0.20 dollars/page

The slope tells us the additional cost for each page.

The $5 is a fixed starting charge.


Interpreting Slope in Context

A complete interpretation should state:

  1. what is changing
  2. how much it changes
  3. for each unit of what other quantity
  4. whether it increases or decreases

Instead of saying:

"The slope is −5."

a stronger interpretation is:

"The water level decreases by 5 centimetres for every hour that passes."


Comparing Rates from Two Tables

Car A

Time trái tim Distance (km)
0 0
2 120
4 240

Slope:

m = 120/2

m = 60 km/h

Car B

Time trái tim Distance (km)
0 0
3 210
6 420

Slope:

m = 210/3

m = 70 km/h

Therefore, Car B has the greater rate of change.


Comparing Rates from Equations

Consider:

A: y = 3x + 8

B: y = 5x − 2

The slopes are:

A: 3

B: 5

Therefore, B increases more quickly.

The intercepts do not affect the comparison of their rates of change.


Comparing Rates from Different Representations

Suppose:

Relationship A

y = 4x + 10

Relationship B

x y
0 2
2 12
4 22

For A:

m = 4

For B:

m = (12 − 2)/(2 − 0)

m = 10/2

m = 5

Therefore, Relationship B has the greater rate of change.

This demonstrates why slope allows us to compare relationships even when they are presented differently.


Comparing Rates from Graphs

When comparing two graphs, visual steepness can provide a quick estimate.

However, calculating slope is more reliable.

Choose two points from each graph and calculate:

m = Δy/Δx

This is especially important if:

  • the slopes are close
  • the graph uses unusual intervals
  • the axes use different scales

Do not judge slope only by appearance.


Graph Scale Can Be Misleading

Two lines may appear to have different steepness simply because the graphs use different scales.

For example:

one graph might use:

1 square = 1 unit

while another uses:

1 square = 100 units

Therefore, visual steepness alone is not enough when comparing separate graphs.

Calculate the actual rates.


Slope Does Not Depend on the Intercept

Consider:

y = 3x + 2

and:

y = 3x + 10

Both have:

m = 3

Their graphs are different because their y-intercepts differ.

However, they have the same rate of change.

The lines are parallel.


Parallel Lines

Two non-vertical lines with the same slope but different intercepts are parallel.

For example:

y = 4x + 2

and:

y = 4x − 7

both have:

m = 4

They rise at the same rate and never intersect.


Horizontal and Vertical Lines

Horizontal lines have equations such as:

y = 5

Their slope is:

0

Vertical lines have equations such as:

x = 5

Their slope is:

undefined

This distinction is fundamental when analyzing graphs.


Determining a Missing Coordinate Using Slope

Suppose the slope between:

(2, 5) and (6, y)

is:

3

Use:

3 = (y − 5)/(6 − 2)

3 = (y − 5)/4

Multiply by 4:

12 = y − 5

y = 17

So the second point is:

(6, 17)


Determining a Missing x-Coordinate

Suppose the slope between:

(2, 4) and (x, 16)

is:

3

Then:

3 = (16 − 4)/(x − 2)

3 = 12/(x − 2)

Multiply:

3(x − 2) = 12

x − 2 = 4

x = 6


Average Rate of Change

For a straight line, the rate of change is constant.

For a relationship that is not linear, the rate may change.

We can still calculate the average rate of change between two points:

average rate of change = (change in y)/(change in x)

For example, suppose a moving object is at:

(2, 10)

and later at:

(6, 34)

Average rate:

m = (34 − 10)/(6 − 2)

m = 24/4

m = 6

This tells us the average change over that interval, even if the rate was not constant throughout.


Slope and Direction

The sign of the slope communicates direction:

m > 0

The relationship increases.

m < 0

The relationship decreases.

m = 0

The relationship remains constant.

m undefined

The graph is vertical.

This allows us to understand a graph quickly even before calculating exact values.


A Reliable Strategy for Finding Slope

When given two points:

  1. Write both points clearly.
  2. Label them (x₁, y₁) and (x₂, y₂).
  3. Calculate Δy.
  4. Calculate Δx.
  5. Divide Δy by Δx.
  6. Simplify the result.
  7. Determine whether the slope is positive, negative, zero, or undefined.
  8. Include units if the graph has context.
  9. Interpret the result in words.

A Reliable Strategy for Comparing Slopes

When comparing relationships:

  1. Identify how each relationship is represented.
  2. Find the slope of each one.
  3. Make sure the units are compatible.
  4. Compare the numerical values.
  5. Compare absolute values if discussing steepness.
  6. Identify whether each relationship increases, decreases, or remains constant.
  7. Interpret the comparison in context.

Common Mistakes

Using change in x over change in y

Slope is:

Δy/Δx

not:

Δx/Δy

Mixing subtraction order

If you calculate:

y₂ − y₁

you must also calculate:

x₂ − x₁

in the same point order.

Looking only at the change in y

A change of 12 in y does not mean the slope is 12 unless x changes by exactly 1.

Thinking every negative slope is smaller in steepness

A slope of −8 is steeper than −2 even though −8 is numerically smaller.

Thinking zero slope and undefined slope are the same

Horizontal line → zero slope.

Vertical line → undefined slope.

Saying a negative slope means y is negative

A negative slope means y decreases as x increases. The actual y-values may be positive or negative.

Ignoring units

A slope of 20 is much more meaningful when written as:

20 km/h

or:

$20/hour

Using the intercept as the rate of change

In:

y = 5x + 12

the slope is 5, not 12.

Comparing graph steepness without checking the scales

Different axis scales can make visual comparisons misleading.


Key Terms

Slope — measure of the rate of change of y compared with x.

Rate of change — amount one variable changes relative to another.

Rise — vertical change between two points.

Run — horizontal change between two points.

Δy — change in the y-values.

Δx — change in the x-values.

Positive slope — slope describing a line that rises from left to right.

Negative slope — slope describing a line that falls from left to right.

Zero slope — slope of a horizontal line.

Undefined slope — slope of a vertical line.

Slope triangle — right triangle used to show rise and run on a graph.

Unit rate — rate expressed for one unit of the independent variable.

Linear relationship — relationship with a constant rate of change.

y-intercept — point where a graph crosses the y-axis.

Parallel lines — lines in the same plane that do not intersect; non-vertical parallel lines have equal slopes.

Average rate of change — change in output divided by change in input over a specified interval.


Key Takeaways

  • Slope measures the rate of change between two variables.
  • Slope can be written as m = Δy/Δx.
  • Slope is also described as rise/run.
  • From two points, use m = (y₂ − y₁)/(x₂ − x₁).
  • The subtraction order must remain consistent.
  • Positive slope means y increases as x increases.
  • Negative slope means y decreases as x increases.
  • Zero slope represents a horizontal line.
  • Undefined slope represents a vertical line.
  • Larger absolute slope means a steeper line.
  • The sign of slope describes the direction of change.
  • The absolute value of slope describes how rapidly the quantities change.
  • For a linear relationship, any two distinct points on the line produce the same slope.
  • In y = mx + b, m represents slope.
  • The y-intercept does not determine the rate of change.
  • Non-vertical parallel lines have the same slope.
  • Slope often represents a meaningful real-world unit rate.
  • The units of slope are y-units per x-unit.
  • Tables, graphs, equations, and verbal descriptions can all be used to determine slope.
  • Graph scales must be considered before comparing apparent steepness.
  • For non-linear relationships, slope between two points represents an average rate of change over that interval.
  • A complete real-world interpretation of slope explains what changes, by how much, and for each unit of the other variable.

Check Your Understanding

  1. Define slope in your own words and explain why it is considered a rate of change.
  2. Calculate the slope between (2, 4) and (6, 12).
  3. Calculate the slope between (−3, 7) and (5, −1). State whether the slope is positive or negative.
  4. Find the slope between (−4, 3) and (2, 3). Explain what the result tells you about the graph.
  5. Find the slope between (6, −2) and (6, 9). Explain why the slope has this result.
  6. Determine the slope represented by the table:
x y
1 7
3 15
5 23
7 31
  1. A line has a rise of −12 and a run of 4. Determine its slope and describe the direction of the line.
  2. Compare slopes 3, 7, and −5. Which is numerically greatest? Which represents the steepest line?
  3. Compare slopes −2 and −8. Which slope is numerically greater? Which line would be steeper?
  4. A car travels from 40 km to 220 km from a starting point between t = 1 hour and t = 4 hours. Calculate its rate of change and include appropriate units.
  5. A tank contains 500 L at t = 0 minutes and 350 L at t = 6 minutes. Calculate the slope and interpret it in context.
  6. Relationship A is represented by y = 4x + 9. Relationship B passes through (2, 5) and (6, 25). Determine which relationship has the greater rate of change.
  7. A worker's total pay is represented by P = 24h + 75. Identify the slope and y-intercept. Explain what each value means in context.
  8. The slope between (3, 7) and (9, y) is 4. Determine the missing y-coordinate.
  9. Two students examine separate graphs. Line A appears steeper than Line B, so one student concludes that Line A must have the greater rate of change. Explain why this conclusion may be incorrect, describe how graph scales can affect appearance, and explain how the students could calculate and compare the actual rates.
 
 
 

4. Slope-Intercept Form

Learning outcomes
  • I can identify slope and y-intercept in an equation.
  • I can write equations in slope-intercept form.
  • I can graph equations using slope and intercept values.
  • I can determine the equation of a line from a graph.
  • I can interpret the meaning of slope and intercept in context.

Slope-Intercept Form

Slope-intercept form is one of the most useful ways to write the equation of a straight line because it immediately shows two important features:

y = mx + b

where:

  • m = slope
  • b = y-intercept
  • x = independent variable
  • y = dependent variable

The slope tells us the rate of change. The y-intercept tells us the value of y when x = 0.

For example:

y = 3x + 5

has:

  • slope = 3
  • y-intercept = 5

This means the line crosses the y-axis at (0, 5) and rises 3 units for every 1 unit it moves to the right.


Understanding y = mx + b

The equation:

y = mx + b

contains two pieces of information that completely determine a non-vertical straight line.

The value m determines:

  • direction
  • steepness
  • rate of change

The value b determines:

  • where the line crosses the y-axis
  • the starting value when x = 0

For:

y = 4x − 2

m = 4

b = −2

Therefore, the line has:

slope = 4

and:

y-intercept = (0, −2)


Identifying the Slope

In slope-intercept form, the slope is the coefficient of x.

Consider:

y = 7x + 3

The coefficient of x is:

7

Therefore:

m = 7

The line rises 7 units for every increase of 1 unit in x.


Identifying a Negative Slope

Consider:

y = −3x + 8

The coefficient of x is:

−3

Therefore:

m = −3

The line decreases by 3 units for every increase of 1 unit in x.

The graph falls from left to right.


Identifying a Fractional Slope

Consider:

y = (2/5)x + 4

The slope is:

m = 2/5

This can be interpreted as:

rise = 2

run = 5

So from one point on the line, move:

  • 5 units right
  • 2 units up

to find another point.


Identifying the y-Intercept

The y-intercept is the constant term in:

y = mx + b

Consider:

y = 5x + 9

The y-intercept is:

b = 9

Therefore, the line crosses the y-axis at:

(0, 9)

Remember that the y-intercept is a point on the y-axis, so its coordinate is:

(0, b)


A Negative y-Intercept

Consider:

y = 2x − 6

This can be viewed as:

y = 2x + (−6)

Therefore:

b = −6

The y-intercept is:

(0, −6)

The line crosses the y-axis below the origin.


Why b Gives the y-Intercept

Consider:

y = mx + b

At the y-axis:

x = 0

Substitute:

y = m(0) + b

y = b

Therefore, the line crosses the y-axis at:

(0, b)

This explains why b is called the y-intercept.


Reading Slope and Intercept Quickly

Consider:

y = 6x + 4

m = 6

b = 4

Consider:

y = −2x + 9

m = −2

b = 9

Consider:

y = (1/3)x − 7

m = 1/3

b = −7

Once an equation is in slope-intercept form, these values can usually be identified immediately.


When the Slope Is Not Written as a Fraction

Any whole number can be written as a fraction over 1.

For:

y = 4x + 2

the slope is:

4 = 4/1

This means:

rise = 4

run = 1

For:

y = −5x + 3

we can write:

−5 = −5/1

This can be interpreted as:

  • move 1 right
  • move 5 down

When There Is No Number Written Before x

Consider:

y = x + 4

The coefficient of x is understood to be:

1

Therefore:

m = 1

b = 4

Similarly:

y = −x + 6

means:

y = −1x + 6

Therefore:

m = −1

b = 6


When There Is No Constant Term

Consider:

y = 3x

This can be written as:

y = 3x + 0

Therefore:

m = 3

b = 0

The y-intercept is:

(0, 0)

The line passes through the origin.

This is also a direct variation.


Horizontal Lines

Consider:

y = 5

This can be thought of as:

y = 0x + 5

Therefore:

m = 0

b = 5

The graph is a horizontal line through:

(0, 5)

Every point on the line has y = 5.


Vertical Lines

A vertical line such as:

x = 4

cannot be written in slope-intercept form.

Why?

A vertical line has an undefined slope.

Slope-intercept form:

y = mx + b

requires a defined value of m.

Therefore, vertical lines are an important exception.


Graphing Using Slope-Intercept Form

Suppose:

y = 2x + 3

Identify:

m = 2

b = 3

First plot the y-intercept:

(0, 3)

Then interpret:

m = 2/1

From (0, 3):

  • move 1 unit right
  • move 2 units up

This gives:

(1, 5)

Repeat:

(2, 7)

Draw a straight line through the points.

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9

The Slope Triangle

A slope triangle shows the vertical and horizontal changes between two points.

For:

m = 3/2

we can use:

rise = 3

run = 2

Starting from the y-intercept:

  • move 2 units right
  • move 3 units up

This creates another point on the line.

The same pattern can be repeated because a linear relationship has a constant slope.


Graphing a Positive Slope

Consider:

y = 3x − 4

Identify:

m = 3 = 3/1

b = −4

Plot:

(0, −4)

Then move:

  • 1 right
  • 3 up

This gives:

(1, −1)

Again:

  • 1 right
  • 3 up

This gives:

(2, 2)

The graph rises from left to right.


Graphing a Negative Slope

Consider:

y = −2x + 5

Identify:

m = −2 = −2/1

b = 5

Plot:

(0, 5)

Then move:

  • 1 right
  • 2 down

This gives:

(1, 3)

Repeat:

(2, 1)

The line falls from left to right.

https://images.openai.com/static-rsc-4/IXEEmy44bDvYi7mvrzkwZVX76Vh-aNdtextszQ22m_EXZ1B1RFS2ZKlO0hwnMZmDi2cmPabaMXyIzLzH4PChlaZuTh0yPZDIb3OKYhAHEimYRTkN3gAYRgPpteT8RrHY4CjTPoIV5xPeXd2Tx2kFEn_-qYNFHzB3dz9XOHIUrUG0TUFEnydUfIy0u0fSG8PD?purpose=fullsize
 
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9

Graphing a Fractional Slope

Consider:

y = (3/4)x − 2

Identify:

m = 3/4

b = −2

Plot the y-intercept:

(0, −2)

Use the slope:

rise = 3

run = 4

Move:

  • 4 right
  • 3 up

This gives:

(4, 1)

Repeat the pattern to find more points.


Moving in the Opposite Direction

A slope of:

3/4

can also be represented by:

−3/−4

So instead of moving:

4 right and 3 up

you can move:

4 left and 3 down.

Starting from:

(0, −2)

this produces:

(−4, −5)

Both methods remain on the same line.


Graphing a Negative Fractional Slope

Consider:

y = −(2/3)x + 4

Plot:

(0, 4)

Since:

m = −2/3

you can move:

  • 3 right
  • 2 down

giving:

(3, 2)

Or move:

  • 3 left
  • 2 up

giving:

(−3, 6)

All three points lie on the same line.


A Reliable Graphing Method

For an equation in slope-intercept form:

  1. identify m
  2. identify b
  3. plot the y-intercept (0, b)
  4. write m as rise/run
  5. use the rise and run to locate another point
  6. repeat if useful
  7. check the points
  8. draw a straight line through them
  9. extend the line in both directions when appropriate

Writing an Equation from Slope and Intercept

Suppose:

slope = 4

y-intercept = 7

Start with:

y = mx + b

Substitute:

m = 4

b = 7

Therefore:

y = 4x + 7


Another Example

Suppose:

slope = −3

y-intercept = 5

Substitute into:

y = mx + b

The equation is:

y = −3x + 5


Writing an Equation with a Fractional Slope

Suppose:

m = 2/3

b = −4

Then:

y = (2/3)x − 4

This equation completely describes the line.


Determining an Equation from a Graph

To determine the equation of a line from a graph:

  1. identify the y-intercept
  2. choose another clear point on the line
  3. calculate the slope
  4. substitute m and b into y = mx + b
  5. check the equation using another point

For example, suppose a graph crosses the y-axis at:

(0, 2)

and contains:

(3, 8)

The slope is:

m = (8 − 2)/(3 − 0)

m = 6/3

m = 2

The intercept is:

b = 2

Therefore:

y = 2x + 2


When the y-Intercept Is Negative

Suppose a graph crosses the y-axis at:

(0, −5)

and contains:

(2, 1)

Calculate slope:

m = (1 − (−5))/(2 − 0)

m = 6/2

m = 3

Therefore:

y = 3x − 5


Finding the Equation from Two Points

Sometimes two points are known but the y-intercept is not immediately given.

Suppose the line passes through:

(2, 7)

and:

(5, 16)

First calculate slope:

m = (16 − 7)/(5 − 2)

m = 9/3

m = 3

Now use:

y = 3x + b

Substitute (2, 7):

7 = 3(2) + b

7 = 6 + b

b = 1

Therefore:

y = 3x + 1


Checking the Equation

Use the second point:

(5, 16)

Substitute:

16 = 3(5) + 1

16 = 15 + 1

16 = 16

The equation is verified.


Determining an Equation from a Table

Consider:

x y
0 4
1 7
2 10
3 13

The change in y is:

+3

for each:

+1 in x

Therefore:

m = 3

When x = 0:

y = 4

Therefore:

b = 4

The equation is:

y = 3x + 4


When x = 0 Is Not in the Table

Consider:

x y
2 9
4 15
6 21
8 27

Calculate slope:

m = (15 − 9)/(4 − 2)

m = 6/2

m = 3

Now use:

y = 3x + b

Substitute:

(2, 9)

9 = 3(2) + b

9 = 6 + b

b = 3

Therefore:

y = 3x + 3


Connecting Tables, Graphs, and Equations

Consider:

y = 2x + 5

Equation:

m = 2

b = 5

Table:

x y
0 5
1 7
2 9
3 11

Graph:

  • crosses the y-axis at (0, 5)
  • rises 2 for every movement of 1 to the right

All three representations show the same relationship.


Slope-Intercept Form and Direct Variation

Direct variation has the form:

y = kx

Slope-intercept form is:

y = mx + b

For direct variation:

b = 0

Therefore:

y = mx

and the graph passes through:

(0, 0)

For example:

y = 5x

has:

m = 5

b = 0

It is both linear and directly proportional.


Comparing Two Lines

Consider:

A: y = 2x + 8

B: y = 5x + 2

Line A:

m = 2

b = 8

Line B:

m = 5

b = 2

Therefore:

  • A has the greater y-intercept
  • B has the greater slope
  • A starts higher
  • B increases more quickly

Slope-intercept form makes these comparisons particularly easy.


Same Slope, Different Intercepts

Consider:

y = 3x + 2

and:

y = 3x − 6

Both have:

m = 3

Their y-intercepts are different.

Therefore, their graphs are parallel.

They increase at exactly the same rate but begin at different vertical positions.


Same Intercept, Different Slopes

Consider:

y = 2x + 4

and:

y = −3x + 4

Both cross the y-axis at:

(0, 4)

But their slopes differ.

The first line increases.

The second line decreases.

Therefore, the lines move away from their shared intercept in different directions.


Interpreting Slope in Context

Suppose:

C = 4d + 7

where:

C = taxi cost in dollars

d = distance in kilometres

The slope is:

4 dollars/km

This means the taxi cost increases by $4 for every kilometre travelled.


Interpreting the Intercept in Context

For:

C = 4d + 7

the intercept is:

7

At:

d = 0

C = 7

Therefore, the taxi charges a:

$7 starting fee

The intercept represents the initial value before any distance is travelled.

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8

Real-World Example: Hourly Pay

Suppose:

P = 20h + 50

where:

P = total pay

h = hours worked

Slope:

m = 20 dollars/hour

Interpretation:

The worker earns an additional $20 for each hour worked.

Intercept:

b = 50 dollars

Interpretation:

The worker begins with a $50 fixed payment or bonus.


Real-World Example: Water Tank

Suppose:

V = −15t + 300

where:

V = water volume in litres

t = time in minutes

Slope:

−15 L/min

This means the tank loses 15 L every minute.

Intercept:

300 L

This means the tank contains 300 L at:

t = 0


Real-World Example: Temperature

Suppose:

T = −2t + 24

where:

T = temperature in °C

t = time in hours

Slope:

−2°C/hour

The temperature decreases by 2°C each hour.

Intercept:

24°C

The initial temperature is 24°C.


Real-World Example: Savings

Suppose:

S = 35w + 120

where:

S = savings in dollars

w = number of weeks

Slope:

$35/week

The person saves an additional $35 each week.

Intercept:

$120

The person already had $120 at week zero.


Why Units Matter

Suppose an equation has:

m = 5

Without context, this tells us only the mathematical rate.

Depending on the variables, it might mean:

  • $5 per item
  • 5 km per hour
  • 5 L per minute
  • 5°C per hour
  • 5 people per year

The units of slope come from:

y-units/x-units

The intercept uses the same units as y.


When an Intercept May Not Be Realistic

Suppose:

P = 25a − 100

models profit P based on the number of items a sold.

Mathematically:

when a = 0:

P = −100

The intercept represents:

−$100

This could represent a fixed initial cost.

Sometimes the intercept is mathematically meaningful even when it is negative.

In other situations, x = 0 might fall outside the realistic domain, so the intercept may have little practical meaning.

Always interpret the equation within its context.


Rearranging into Slope-Intercept Form

Not every linear equation is initially written as:

y = mx + b

Consider:

2x + y = 7

Solve for y.

Subtract 2x:

y = −2x + 7

Now we can identify:

m = −2

b = 7


Another Rearranging Example

Consider:

3x + 2y = 10

Subtract 3x:

2y = −3x + 10

Divide everything by 2:

y = −(3/2)x + 5

Therefore:

m = −3/2

b = 5


Watch the Signs When Rearranging

Consider:

4x − y = 6

Subtract 4x:

−y = −4x + 6

Now divide everything by −1:

y = 4x − 6

Therefore:

m = 4

b = −6

A common mistake is forgetting that dividing by −1 changes the signs of every term.


Determining Whether an Equation Is in Slope-Intercept Form

Consider:

y = 5x − 3

Yes. It is already in:

y = mx + b

Consider:

2x + y = 8

No. It must first be rearranged.

Consider:

x = 4

No. This is a vertical line and cannot be expressed in slope-intercept form.


Finding an Unknown Value Using the Equation

Suppose:

y = 3x + 7

Find y when x = 6.

Substitute:

y = 3(6) + 7

y = 18 + 7

y = 25

Therefore:

(6, 25)

lies on the line.


Finding x from a Known y-Value

Suppose:

y = 4x + 5

and:

y = 29

Substitute:

29 = 4x + 5

Subtract 5:

24 = 4x

Divide by 4:

x = 6

Therefore:

(6, 29)

lies on the line.


Verifying a Point

Does:

(4, 13)

lie on:

y = 3x + 1?

Substitute:

13 = 3(4) + 1

13 = 12 + 1

13 = 13

Yes.

Therefore, the point lies on the line.


Detecting an Incorrect Equation

Suppose a graph appears to have:

slope = 2

y-intercept = −3

A student writes:

y = −3x + 2

The student has switched the slope and intercept.

The correct equation is:

y = 2x − 3

Always remember:

y = mx + b

m = slope

b = y-intercept


From Words to Slope-Intercept Form

Suppose:

"A gym charges a $30 registration fee and $12 per visit."

Let:

C = total cost

v = number of visits

Starting value:

30

Rate:

12 per visit

Therefore:

C = 12v + 30

This has exactly the same structure as:

y = mx + b


From Slope-Intercept Form to Words

Consider:

D = 75t + 20

Suppose D is distance in kilometres and t is time in hours.

A possible interpretation is:

"An object begins 20 km from the reference point and moves away at 75 km/h."

The slope gives the rate.

The intercept gives the initial position.


Comparing Representations

Slope and intercept can be identified from different representations.

Representation Slope y-Intercept
Equation coefficient of x constant term
Table Δy/Δx y when x = 0
Graph rise/run where line crosses y-axis
Words rate of change starting value

Being able to move between these representations is one of the main advantages of understanding slope-intercept form.


A Reliable Strategy for Graphing y = mx + b

  1. Make sure the equation is written as y = mx + b.
  2. Identify m.
  3. Identify b.
  4. Plot the y-intercept (0, b).
  5. Write the slope as a fraction.
  6. Use rise/run to locate another point.
  7. Repeat the slope pattern if needed.
  8. Check the coordinates.
  9. Draw a straight line through the points.
  10. Extend the line appropriately.

A Reliable Strategy for Finding an Equation from a Graph

  1. Locate the y-intercept.
  2. Record b.
  3. Choose another clear point on the line.
  4. Calculate rise and run.
  5. Find m.
  6. Write y = mx + b.
  7. Substitute m and b.
  8. Simplify the equation.
  9. Test another point from the graph.
  10. Check that the slope direction matches the graph.

Common Mistakes

Switching m and b

In:

y = 4x + 7

m = 4

b = 7

not the other way around.

Giving b instead of the y-intercept point

If b = 5, the y-intercept is:

(0, 5)

Missing an implied slope

In:

y = x + 3

m = 1

In:

y = −x + 3

m = −1

Forgetting that a whole-number slope has denominator 1

m = 4 means:

4/1

Moving the wrong direction for a negative slope

A negative slope can be shown by moving right and down.

Using the x-intercept instead of the y-intercept

The y-intercept occurs where:

x = 0

Reading slope only from visual steepness

Use rise/run or coordinates whenever possible.

Forgetting to solve for y first

In:

2x + y = 8

the slope is not 2.

Rearrange:

y = −2x + 8

so the slope is −2.

Forgetting to change all signs when dividing by a negative

Be especially careful when isolating y.

Trying to write a vertical line in slope-intercept form

Vertical lines have undefined slope and cannot be written as y = mx + b.

Ignoring context

Slope and intercept should be interpreted using appropriate quantities and units.


Key Terms

Slope-intercept form — linear equation written as y = mx + b.

Slope — rate of change represented by m.

y-intercept — point where a line crosses the y-axis.

Rate of change — change in y compared with change in x.

Rise — vertical change between points.

Run — horizontal change between points.

Coefficient — number multiplying a variable.

Constant term — term without a variable; b in slope-intercept form.

Positive slope — slope of a line that rises from left to right.

Negative slope — slope of a line that falls from left to right.

Zero slope — slope of a horizontal line.

Undefined slope — slope of a vertical line.

Linear equation — equation whose graph forms a straight line.

Initial value — starting value of the dependent variable, often represented by the y-intercept.

Parallel lines — non-intersecting lines with equal slopes.

Direct variation — proportional relationship of the form y = kx, equivalent to slope-intercept form with b = 0.


Key Takeaways

  • Slope-intercept form is y = mx + b.
  • The value m represents the slope.
  • The value b represents the y-intercept.
  • The y-intercept occurs at (0, b).
  • Slope represents the rate of change.
  • Positive slopes rise from left to right.
  • Negative slopes fall from left to right.
  • Zero slope produces a horizontal line.
  • Vertical lines have undefined slope and cannot be written in slope-intercept form.
  • Whole-number slopes can be written over 1 to show rise/run.
  • Fractional slopes directly show a rise/run pattern.
  • To graph from slope-intercept form, plot the y-intercept first and then use the slope.
  • A line can be written in slope-intercept form when its slope and y-intercept are known.
  • If two points are known, calculate the slope and then determine b.
  • Tables can be used to determine both slope and intercept.
  • Equations may need to be rearranged to isolate y before m and b can be identified.
  • Lines with the same slope and different intercepts are parallel.
  • Direct variation is the special case in which b = 0.
  • In real situations, slope usually represents a rate such as dollars/hour, km/h, or L/min.
  • The y-intercept often represents a starting amount, initial condition, or fixed charge.
  • The intercept should only be interpreted within the realistic domain of the situation.
  • Tables, graphs, equations, and verbal descriptions can all communicate the same slope and intercept.

Check Your Understanding

  1. Identify the slope and y-intercept of:

y = 5x + 8

  1. Identify the slope and y-intercept of:

y = −3x − 4

  1. Identify m and b in:

y = (2/5)x + 7

Then describe how you could use them to graph the line.

  1. Determine the slope and y-intercept of:

y = −x + 6

  1. Write an equation in slope-intercept form with:

m = 4

and:

b = −7

  1. Write an equation for a line with slope −3/2 and y-intercept (0, 5).
  2. Describe how you would graph:

y = 2x − 3

using only its slope and y-intercept.

  1. A line crosses the y-axis at (0, 4) and also passes through (3, 13). Calculate its slope and write its equation in slope-intercept form.
  2. Determine the equation of the line passing through (2, 5) and (6, 17).
  3. Write this equation in slope-intercept form and identify m and b:

2x + y = 9

  1. Write this equation in slope-intercept form:

3x + 2y = 12

Then identify its slope and y-intercept.

  1. A taxi company's cost is represented by:

C = 2.75d + 6

where d is distance in kilometres. Explain the meaning of both 2.75 and 6, including appropriate units.

  1. A tank's water volume is represented by:

V = −18t + 450

where V is measured in litres and t in minutes. Identify and interpret the slope and intercept. What does the negative slope tell you?

  1. Two lines are represented by:

A: y = 4x + 9

B: y = 4x − 3

Compare their slopes and y-intercepts. Explain what their graphs would look like relative to each other.

  1. A student looks at a graph and determines that its y-intercept is −2. The graph also contains the points (3, 4) and (6, 10). Determine the slope, write the equation in slope-intercept form, verify that all the information is consistent, and explain how you would graph the line using only m and b.
 
 
 

5. Graphing Real-World Relationships

Learning outcomes
  • I can represent real-world data using linear graphs.
  • I can interpret trends shown on graphs.
  • I can create equations from graphical information.
  • I can make predictions using linear models.
  • I can evaluate the reasonableness of graphical conclusions.

Graphing Real-World Relationships

Graphs are powerful tools for representing relationships between quantities in the real world. They allow us to see how one variable changes as another variable changes.

Linear graphs are especially useful when a quantity changes at a constant rate.

Examples include:

  • money earned at a constant hourly rate
  • distance travelled at constant speed
  • water entering or leaving a tank at a constant rate
  • savings increasing by the same amount each week
  • temperature changing steadily over time
  • costs that include a fixed fee and a constant charge per unit

A linear model can often be written as:

y = mx + b

where:

  • m represents the rate of change
  • b represents the starting or initial value

The important skill is not simply drawing the graph. We must also understand what the graph means in the real situation.


Variables in Real-World Graphs

A graph normally compares two variables.

The independent variable is usually placed on the x-axis.

The dependent variable is usually placed on the y-axis.

For example, suppose we are studying the distance travelled by a car.

We might use:

x-axis = time in hours

y-axis = distance in kilometres

Distance depends on how much time has passed, so time is the independent variable and distance is the dependent variable.


Labels and Units Matter

A real-world graph should clearly identify what each axis represents.

For example:

x-axis: Time trái tim

y-axis: Distance (km)

Without labels, the point:

(3, 180)

has little meaning.

With the labels, we can interpret it:

After 3 hours, the car has travelled 180 km.

Always include units when interpreting real-world graphs.


Representing Real-World Data

Suppose a cyclist travels at a constant speed of:

20 km/h

The data might be:

Time trái tim Distance (km)
0 0
1 20
2 40
3 60
4 80
5 100

These values can be plotted as coordinate pairs:

(0, 0)

(1, 20)

(2, 40)

(3, 60)

(4, 80)

(5, 100)

Because the cyclist travels at a constant rate, the points form a straight-line pattern.


Finding the Rate of Change

The rate of change can be calculated using:

m = Δy/Δx

Using:

(1, 20)

and:

(4, 80)

we get:

m = (80 − 20)/(4 − 1)

m = 60/3

m = 20

In context:

m = 20 km/h

The cyclist travels an additional 20 km for every hour.


Writing the Equation

The graph passes through:

(0, 0)

so:

b = 0

The slope is:

m = 20

Using:

y = mx + b

we get:

d = 20t

where:

d = distance in kilometres

t = time in hours

The equation, table, and graph all represent the same real-world relationship.


Interpreting the Slope

In a real-world graph, slope should be interpreted using the quantities and units on the axes.

For a distance-time graph:

slope = kilometres/hour

For a cost-items graph:

slope = dollars/item

For a volume-time graph:

slope = litres/minute

For a temperature-time graph:

slope = °C/hour

A complete interpretation explains both the numerical value and its meaning.

Instead of:

"The slope is 15."

write:

"The distance increases by 15 km for every hour that passes."


Interpreting the y-Intercept

The y-intercept represents the value of y when:

x = 0

In real-world situations, it often represents the starting value.

For example:

C = 4d + 8

where:

C = taxi cost

d = distance travelled

The y-intercept is:

8

This means:

The taxi costs $8 before any distance is travelled.

It could represent a starting or booking fee.


Real-World Example: Taxi Fare

Suppose a taxi charges:

  • $6 starting fee
  • $2.50 per kilometre

The equation is:

C = 2.5d + 6

Create a table:

Distance (km) Cost ($)
0 6.00
2 11.00
4 16.00
6 21.00
8 26.00
10 31.00

The graph would be a straight line with:

slope = 2.5 dollars/km

and:

y-intercept = $6

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7

Interpreting Points on the Taxi Graph

Consider:

(6, 21)

The x-coordinate represents distance.

The y-coordinate represents cost.

Therefore:

A 6 km taxi journey costs $21.

A good interpretation names both variables and includes the appropriate units.


Identifying Trends

A trend describes the general pattern shown by data.

A graph may show:

  • an increasing trend
  • a decreasing trend
  • no change
  • a changing or non-linear trend

For a linear graph, the trend has a constant rate of change.


Increasing Trends

A graph that rises from left to right has a positive slope.

This means that as x increases:

y increases

Examples include:

  • savings increasing over time
  • distance increasing with time
  • earnings increasing with hours worked
  • total cost increasing with items purchased

The steeper the line, the greater the rate of increase, assuming the graph scales are the same.


Decreasing Trends

A graph that falls from left to right has a negative slope.

This means that as x increases:

y decreases

Examples include:

  • water draining from a tank
  • fuel being consumed
  • a candle becoming shorter
  • temperature decreasing during cooling
  • battery charge decreasing with use
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7

No Change

A horizontal graph has:

slope = 0

This means the dependent variable remains constant.

For example, suppose the water level in a container remains at:

50 cm

for several minutes.

The graph would be horizontal.

The rate of change is:

0 cm/min


Creating an Equation from a Graph

Suppose a graph contains:

(0, 10)

and:

(4, 30)

First calculate slope:

m = (30 − 10)/(4 − 0)

m = 20/4

m = 5

The y-intercept is:

10

Therefore:

y = 5x + 10

If the graph represents money earned over time, the equation might be:

E = 5t + 10

The context determines the variable names and units.


Creating an Equation When the Intercept Is Not Obvious

Suppose a line contains:

(2, 11)

and:

(6, 23)

Calculate slope:

m = (23 − 11)/(6 − 2)

m = 12/4

m = 3

Use:

y = 3x + b

Substitute:

(2, 11)

11 = 3(2) + b

11 = 6 + b

b = 5

Therefore:

y = 3x + 5


Real-World Example: Savings

Suppose Mia begins with:

$120

and saves:

$30 each week

The equation is:

S = 30w + 120

where:

S = savings

w = weeks

The graph has:

slope = $30/week

and:

y-intercept = $120


Making Predictions

Once we have a linear model, we can use it to predict values.

Using:

S = 30w + 120

predict Mia's savings after 12 weeks.

S = 30(12) + 120

S = 360 + 120

S = $480

The model predicts that Mia will have $480 after 12 weeks.


Interpolation

Interpolation means estimating a value within the range of known data.

Suppose data has been collected between:

0 and 10 hours.

Estimating the value at:

6.5 hours

would be interpolation.

Interpolation is often reasonably reliable when the data follows a strong linear pattern.


Extrapolation

Extrapolation means predicting a value outside the range of known data.

Suppose measurements were collected between:

0 and 10 hours.

Predicting the value at:

25 hours

would be extrapolation.

Extrapolation is generally less reliable because the original trend may not continue indefinitely.


Why Extrapolation Can Be Risky

Suppose a plant grows approximately:

2 cm/week

during its first six weeks.

It would be unreasonable to assume that it will continue growing at exactly 2 cm/week forever.

Environmental conditions may change.

Growth may slow.

The plant may reach maturity.

Therefore, a linear model that works well over one interval may become inaccurate when extended too far.


Real-World Example: Draining Tank

A tank initially contains:

500 L

and drains at:

25 L/min

Equation:

V = 500 − 25t

where:

V = volume in litres

t = time in minutes

The slope is:

−25 L/min

The intercept is:

500 L


Predicting When the Tank Is Empty

Set:

V = 0

Then:

0 = 500 − 25t

25t = 500

t = 20

The model predicts that the tank becomes empty after:

20 minutes


Recognizing the Model's Limit

If we substitute:

t = 30

we get:

V = 500 − 25(30)

V = 500 − 750

V = −250 L

Mathematically, the equation produces:

−250 L

But a tank cannot contain negative water.

Therefore, the model is only realistic until:

t = 20 minutes

A mathematically correct calculation can still produce an unreasonable real-world conclusion.


Domain Restrictions

A domain restriction limits the x-values that make sense in a real situation.

For the draining tank:

0 ≤ t ≤ 20

This means the model applies from the start until the tank becomes empty.

Real-world graphs often have more restricted domains than their mathematical equations.


Discrete and Continuous Data

Some real-world relationships are continuous.

Examples:

  • time
  • distance
  • temperature
  • mass
  • volume

These quantities can take values between whole numbers.

Other situations are discrete.

Examples:

  • number of students
  • number of cars
  • number of books
  • number of tickets

You might buy:

3 tickets

or:

4 tickets

but normally not:

3.6 tickets

This affects how the graph should be interpreted.


Real-World Example: Ticket Sales

Suppose tickets cost:

$12 each

Revenue is:

R = 12n

where:

n = number of tickets

Possible points include:

(0, 0)

(1, 12)

(2, 24)

(3, 36)

Because tickets are counted as whole objects, the meaningful values of n are whole numbers.

Although the equation forms a mathematical line, the realistic situation consists of discrete points.


Comparing Two Real-World Models

Suppose two phone plans have costs:

Plan A: C = 4d + 20

Plan B: C = 2d + 40

Plan A has:

slope = 4

intercept = 20

Plan B has:

slope = 2

intercept = 40

Plan A starts cheaper but increases more quickly.

Plan B starts more expensive but increases more slowly.


Finding the Break-Even Point

Set the costs equal:

4d + 20 = 2d + 40

Subtract 2d:

2d + 20 = 40

Subtract 20:

2d = 20

d = 10

Find the cost:

C = 4(10) + 20

C = 60

The plans have the same cost at:

(10, 60)

This point is called the intersection or break-even point.


Interpreting an Intersection

The intersection of two graphs represents a point where both relationships have the same:

  • x-value
  • y-value

For the phone plans:

(10, 60)

means:

At 10 units of usage, both plans cost $60.

Before and after the intersection, one plan may be more economical than the other.


Comparing Trends

Suppose two savings graphs have slopes:

Plan A:

25 dollars/week

Plan B:

40 dollars/week

Plan B has the greater rate of increase.

However, this does not necessarily mean Plan B always has more money.

Plan A might have started with a much larger amount.

Both slope and intercept should be considered.


Graphs and Predictions

Graphs can be used to make predictions by:

  • reading values directly
  • extending a linear trend
  • using an equation developed from the graph

Equations usually provide more precise predictions than visually estimating from a graph.

Graphs are especially useful for understanding the overall pattern.


Exact Values and Estimated Values

Suppose a graph suggests that:

x = 7

corresponds to approximately:

y = 42

If the graph is drawn from an exact equation, the equation may provide a more precise value.

Graphs may be limited by:

  • line thickness
  • plotting accuracy
  • graph scale
  • reading error

Therefore, graphical values are often described as estimates unless exact coordinates are clearly known.


Data Does Not Always Form a Perfect Line

Real-world measurements often contain variation.

For example:

Time trái tim Temperature (°C)
0 10
1 12
2 15
3 16
4 19
5 21

The values do not increase by exactly the same amount every hour.

However, they show a general increasing trend.

A linear model may still be useful if the data points are reasonably close to a straight-line pattern.

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12

Linear Models and Real Data

A linear model is a straight-line equation used to approximate a relationship.

The data itself may not be perfectly linear.

A model attempts to capture the general pattern.

For example:

T = 2.2h + 10

might approximate temperature data.

The equation can then be used to:

  • describe the trend
  • estimate values
  • make predictions
  • compare rates

But the predictions should not automatically be treated as exact measurements.


Line of Best Fit

When real data points do not lie exactly on one line, a line of best fit may be used to represent the general trend.

A good line of best fit passes through the middle of the data pattern rather than attempting to connect every point.

The line can then be used to estimate the relationship between the variables.


Correlation and Causation

If two variables show a relationship on a graph, this does not automatically mean that one variable causes the other.

For example, both:

  • ice cream sales
  • swimming activity

may increase during hot weather.

A graph could show a relationship between them.

But buying ice cream does not necessarily cause people to swim.

A third factor—temperature—may influence both.

This is why graphical conclusions must be evaluated carefully.


Positive Correlation

A data set shows positive correlation when larger x-values tend to be associated with larger y-values.

The data generally rises from left to right.

Examples might include:

  • study time and test performance
  • height and arm span
  • advertising and sales under some conditions

Positive correlation does not necessarily prove causation.


Negative Correlation

A data set shows negative correlation when larger x-values tend to be associated with smaller y-values.

Examples might include:

  • speed and travel time for a fixed distance
  • age of some products and resale value
  • time and remaining fuel during steady consumption

Again, the relationship must be interpreted in context.


No Clear Correlation

Sometimes the points show no obvious upward or downward pattern.

In this case, there may be:

little or no correlation

A linear model may not be useful.

Forcing a straight-line model onto data with no meaningful linear trend can produce misleading conclusions.


Evaluating Whether a Linear Model Is Appropriate

Before using a linear model, ask:

  • Does the data show an approximately straight-line pattern?
  • Is the rate reasonably constant?
  • Is the prediction within or far beyond the measured data?
  • Does the predicted value make physical sense?
  • Are there natural limits?
  • Are the units appropriate?
  • Is the data continuous or discrete?
  • Are there unusual points affecting the trend?

A model should be mathematically useful and reasonable in context.


Outliers

An outlier is a data point that lies unusually far from the general pattern.

Suppose most values follow a steady increasing trend but one point is much higher than expected.

Possible reasons include:

  • measurement error
  • recording error
  • unusual conditions
  • genuine variation

An outlier should not automatically be deleted.

Instead, investigate why it differs from the rest of the data.


Graph Scale and Misleading Conclusions

The appearance of a graph can change dramatically depending on its scale.

A small change can appear enormous if the y-axis covers a very narrow range.

The same change may appear tiny if the y-axis covers a very large range.

When evaluating a graph, examine:

  • axis labels
  • units
  • minimum and maximum values
  • interval sizes
  • whether an axis begins at zero
  • whether part of an axis has been omitted
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8

A Truncated Axis

A graph does not always need to begin at zero.

Sometimes starting near the data values helps reveal small changes.

However, this can also make differences appear larger than they really are.

For example, values:

98, 99, 100, 101

may look dramatically different on a graph ranging from:

97 to 102

but much less dramatic on a graph ranging from:

0 to 110.

Always examine the scale before drawing conclusions.


Evaluating a Prediction

Suppose a business has increased sales by approximately:

$5,000 per month

for six months.

A linear model predicts continued growth for the next 20 years.

Is that conclusion reasonable?

Probably not without additional evidence.

Markets change.

Businesses encounter limits.

Prices change.

Competitors enter the market.

A model that works over six months may not remain valid for decades.


Mathematical Accuracy vs Real-World Reasonableness

A prediction can be mathematically correct according to a model but unrealistic in context.

For example:

A child grows 6 cm in one year.

A model that assumes:

6 cm/year forever

would predict an enormous adult height after many decades.

The arithmetic is correct.

The model assumption is not.

This distinction is essential when using mathematics to describe the real world.


Interpreting Negative Values

Suppose a model predicts:

−20 customers

A negative customer count is impossible.

This suggests that:

  • the model has been extended too far
  • the domain should be restricted
  • a different model may be required

Always ask whether the output is physically or logically possible.


Evaluating Discrete Predictions

Suppose a model predicts that a school needs:

4.6 buses

A school cannot normally use 0.6 of a bus.

If all students must be transported, the result would need to be interpreted as:

5 buses

Real-world interpretation sometimes requires more than simply reporting the calculated decimal.


Reliability of Interpolation and Extrapolation

In general:

Interpolation is usually more reliable than extrapolation.

Why?

Interpolation stays within the region where data has already been observed.

Extrapolation assumes the pattern continues beyond the observed data.

The farther we extrapolate, the greater the risk that conditions will change.


A Complete Worked Example

A water tank initially contains:

100 L

Water enters at a constant rate of:

12 L/min

Equation:

V = 12t + 100

where:

V = volume in litres

t = time in minutes

Create a table:

Time (min) Volume (L)
0 100
2 124
4 148
6 172
8 196
10 220

The slope is:

12 L/min

The y-intercept is:

100 L

The point:

(6, 172)

means:

After 6 minutes, the tank contains 172 L.


Evaluating the Tank Model

Suppose the tank can hold a maximum of:

250 L

Find when the model reaches this capacity.

250 = 12t + 100

150 = 12t

t = 12.5

The tank reaches capacity after:

12.5 minutes

The equation could mathematically predict larger volumes after this time.

However, if the tank overflows, the model no longer accurately describes the amount of water inside the tank.

The realistic domain of the model must therefore consider the tank's capacity.


From Graph to Equation to Prediction

A powerful modelling process is:

graph → slope and intercept → equation → prediction → evaluation

For example:

  1. examine a graph
  2. calculate the rate of change
  3. identify the starting value
  4. write y = mx + b
  5. use the equation to predict a value
  6. decide whether that prediction makes sense

The final step is essential.

Mathematical modelling is not complete until the result is interpreted.


A Reliable Strategy for Analyzing Real-World Graphs

When analyzing a real-world linear relationship:

  1. Identify the variables.
  2. Check the axis labels.
  3. Check the units.
  4. Check the scales.
  5. Identify the overall trend.
  6. Determine whether the relationship appears linear.
  7. Choose two useful points.
  8. Calculate the slope.
  9. Interpret the slope with units.
  10. Identify the y-intercept.
  11. Interpret the intercept in context.
  12. Write a linear equation if appropriate.
  13. Use the model to make predictions.
  14. Decide whether the prediction is interpolation or extrapolation.
  15. Check whether the result is realistic.
  16. Identify any domain restrictions or limitations.

Common Mistakes

Ignoring units

A slope of 20 is incomplete in a real-world problem if it should be:

20 km/h

or:

$20/week

Describing the slope without context

"The slope is −5" is less informative than:

"The temperature decreases by 5°C each hour."

Confusing slope and intercept

Slope describes change.

Intercept describes the value when x = 0.

Assuming every trend is linear

Some relationships curve, level off, accelerate, or fluctuate.

Connecting every data point

Real measured data may vary. A line of best fit is often more useful than connecting each point.

Assuming correlation proves causation

Variables can be related without one directly causing the other.

Extrapolating too far

A trend observed over a short period may not continue indefinitely.

Ignoring physical limits

Negative populations, negative volumes, or values above maximum capacity may be impossible.

Ignoring graph scale

A graph can visually exaggerate or minimize differences.

Treating predictions as exact measurements

A model provides estimates based on assumptions.

Ignoring discrete quantities

Predictions involving people, buses, tickets, or other countable objects may need appropriate whole-number interpretation.


Key Terms

Real-world relationship — mathematical connection between quantities observed or defined in a practical situation.

Linear relationship — relationship with a constant rate of change.

Linear model — straight-line equation used to represent or approximate a relationship.

Independent variable — input variable, usually placed on the x-axis.

Dependent variable — output variable, usually placed on the y-axis.

Slope — rate of change of the dependent variable relative to the independent variable.

y-intercept — value of the dependent variable when the independent variable equals zero.

Trend — general direction or pattern shown by data.

Prediction — estimate of an unknown or future value based on a model or pattern.

Interpolation — estimating a value within the range of observed data.

Extrapolation — predicting a value outside the range of observed data.

Domain — set of possible or meaningful input values.

Domain restriction — limitation placed on input values because of mathematical or real-world conditions.

Continuous data — data that can take any value within an interval.

Discrete data — data consisting of separate countable values.

Line of best fit — line used to represent the overall linear trend in a set of data.

Correlation — relationship or association between two variables.

Positive correlation — general tendency for y to increase as x increases.

Negative correlation — general tendency for y to decrease as x increases.

Outlier — data point unusually far from the overall pattern.

Break-even point — point where two quantities, often costs or revenues, are equal.


Key Takeaways

  • Real-world relationships can often be represented using graphs.
  • Linear graphs model situations with approximately constant rates of change.
  • The x-axis normally represents the independent variable.
  • The y-axis normally represents the dependent variable.
  • Axis labels, scales, and units are essential for interpreting real-world graphs.
  • Slope represents the rate at which one quantity changes relative to another.
  • The units of slope are y-units per x-unit.
  • Positive slope represents an increasing trend.
  • Negative slope represents a decreasing trend.
  • Zero slope represents no change.
  • The y-intercept often represents an initial or starting value.
  • A linear equation can be created from a graph by determining its slope and intercept.
  • Linear models can be used to make predictions.
  • Interpolation predicts within the observed data range.
  • Extrapolation predicts beyond the observed data range.
  • Extrapolation is generally less reliable than interpolation.
  • Real data does not always fall exactly on a straight line.
  • A line of best fit can approximate an overall linear trend.
  • Correlation does not automatically mean causation.
  • Graph scale can influence how dramatic a trend appears.
  • Predictions should always be evaluated for real-world reasonableness.
  • Mathematical models have limitations and should only be used within appropriate conditions.
  • A mathematically correct answer may still be unrealistic in context.
  • Good mathematical modelling includes representing, calculating, predicting, interpreting, and evaluating.

Check Your Understanding

  1. A graph shows time in hours on the x-axis and distance in kilometres on the y-axis. Explain what a slope of 65 means in context.
  2. A taxi fare graph has a y-intercept of $7. What does this most likely represent?
  3. A savings account begins with $200 and increases by $25 each week. Write a linear equation and explain the meaning of its slope and intercept.
  4. A line passes through (0, 8) and (5, 28). Calculate the slope and write its equation in slope-intercept form.
  5. A tank initially contains 400 L and loses 20 L each minute. Create an equation modelling the volume of water remaining after t minutes.
  6. Using your model from Question 5, determine when the tank becomes empty. Explain why the model should not be used to predict the tank's volume after this time.
  7. A cyclist's distance is represented by d = 18t + 5. Interpret both 18 and 5 in a possible real-world context.
  8. A model was created using data collected between x = 0 and x = 20. Explain the difference between predicting y when x = 12 and predicting y when x = 50. Which prediction would generally be more reliable?
  9. Two phone plans are represented by A = 3x + 15 and B = 2x + 30. Determine where the two plans have the same cost and interpret the intersection in context.
  10. A student says, "This graph rises from left to right, so the two variables must have a cause-and-effect relationship." Explain why this conclusion is not necessarily correct.
  11. A company records sales for six months and observes an approximately linear increase of $4,000 per month. Explain why using the same model to predict sales 30 years later could be unreliable.
  12. A linear model predicts that a school will require 3.4 buses for a trip. Explain how this result should be interpreted if every student must have transportation.
  13. A graph of temperature against time has a slope of −2.5°C/min and a y-intercept of 80°C. Write an equation for the relationship and explain both values in context.
  14. A graph shows values increasing from 98 to 102, but the y-axis begins at 97 instead of 0. Explain how this choice of scale could affect a viewer's impression of the change.
  15. A water tank initially contains 150 L, fills at 10 L/min, and has a maximum capacity of 500 L. Write a linear model, determine when the tank reaches capacity, explain the meaningful domain of the model, and discuss why continuing the linear graph beyond that point could lead to an unreasonable conclusion.