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Week 04 Β· Scatter Plots and Lines of Fit

Monday

A cloud of dots
// Weeks of practice against laps run
⏱ about 20 min

Monday: A Cloud of Dots

A wall chart hangs in the center hallway, blank except for two labeled axes.

"Weeks of practice across, laps run up," Comet says. "One sticky note per runner. 8 runners in the log."

Wren reads from Nova's Run Log. "Ash, 1 week, 3 laps. Bo, 2 weeks, 4 laps." Comet presses each note into place.

The last note goes up. "Hal, 8 weeks, 9 laps." They step back.

"What do you notice?" Wren asks.

"The notes climb," Comet says. "More weeks, more laps, mostly. Not a perfect staircase, but a slope."

Nova hovers beside the chart and glows a faint diagonal band through the notes. "Would you like a hint? Two variables, one dot each."

"A scatter plot," Wren says. "Tomorrow we stretch a string through it and find the line."

Comet pins a string as the fit line across a sticky-note scatter plot while Wren measures one gap.

Two variables, one dot each

A scatter plot shows two quantitative variables at the same time. Each runner is one dot.

The dot's position across is that runner's weeks of practice. Its position up is that runner's laps.

The variable across, on the x-axis, is the explanatory variable. The crew uses it to explain or predict the other.

The variable up, on the y-axis, is the response variable. It is the thing the crew wants to predict.

Every number here is the crew's own made-up reading from Nova's Run Log, not a fact about any real runner.

RunnerWeeks of practiceLaps run
Ash13
Bo24
Cy34
Dee46
Eli56
Fay68
Gus79
Hal89
The crew's scatter plot: weeks of practice across, laps run up, 8 dots climbing from left to right.

A solved problem to study

Here is how Wren describes the crew's scatter plot in four short steps.

  1. Direction: as weeks of practice go up, laps go up too. The pattern is positive.
  2. Form: the dots lie close to a straight band, not a curve. The pattern is roughly linear.
  3. Strength: the dots stay near the band with small gaps. The pattern is fairly strong.
  4. Strays: no dot sits far from the band. Dee at 4 weeks and 6 laps is a little high, nothing more.

Direction, form, strength, strays. Say those four words every time you meet a new scatter plot.

READ THE SCATTER PLOT
  • Read the question.
  • Tap your answer.
As weeks of practice go up, what do the laps do on the crew's plot?
Which variable did the crew put on the x-axis, across?
The dots lie close to a straight band. Which word describes that form?
How many dots are on the crew's scatter plot?
How many laps did Eli run after 5 weeks of practice? Type the number.
WHY THIS EXERCISEReading one dot as a pair of numbers is the first skill. The whole plot is made of such pairs.
StatementTrue or false?
Each dot on a scatter plot stands for one runner and two numbers.?
The explanatory variable goes on the y-axis.?
9 - 3 = 6?
A positive pattern means the dots climb from left to right.?
WHY THIS EXERCISEGetting the axes right is what makes the slope mean something tomorrow.
Try it
Copy the crew's table onto graph paper. Draw the two axes and label them in the crew's units.
Plot the eight dots. Then say the four words: direction, form, strength, strays.
Draw the crew's scatter plot on axes labeled weeks of practice and laps run. Circle the dot for Dee.

A clear picture. Tomorrow Comet stretches a string through the dots, and Wren finds the line that fits best.