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Week 04 · Scatter Plots and Lines of Fit

Friday

Lines that fall
// Weeks of practice against laps run
⏱ about 20 min

Friday: Lines That Fall

"New chart," Wren says. "Warm-up minutes across, lap time up. 7 runners from the log."

Comet plots the dots. "They go down. More warm-up, faster lap. What do you notice?"

"A negative slope," Wren says. "-0.38. Each extra warm-up minute goes with about 0.4 fewer minutes of lap time."

"And the intercept is 9.68," Comet says. "A lap time of about 9.68 minutes with no warm-up at all, by the line."

Nova projects both charts side by side, one rising and one falling. "Would you like a hint? The sign of the slope tells the direction."

"Positive climbs, negative falls," Comet says. "Same tools, opposite story."

"Our fun run poster can show both," Wren says. "Practice helps, warm-up helps, and a line says by how much."

Lines in the everyday world

Lines of fit show up anywhere two numbers move together: a steady walk, a growing plant, a draining tank.

The slope's sign tells the direction. Positive means y rises with x. Negative means y falls as x rises.

The slope's size tells the rate, in the data's units. The intercept tells the starting level at x = 0.

Always ask whether the intercept means anything. Zero strides, zero seconds makes sense. Zero weeks of practice is a stretch.

RunnerWarm-up minutesLap time in minutes
Ash29
Bo48
Cy58
Dee67
Eli87
Fay106
Gus125
Warm-up minutes against lap time: seven dots falling from left to right with a line of slope about -0.38.

The crew's falling line is lap time = -0.38 × warm-up minutes + 9.68. Every number is the crew's own Run Log reading.

A FALLING LINE
  • Read the question.
  • Tap your answer.
A scatter plot, Warm-up and lap time, warm-up minutes across and lap time in minutes up, with 7 points and a fitted line of slope about -0.38.The crew's points are (2, 9), (4, 8), (5, 8), (6, 7), (8, 7), (10, 6), (12, 5). What is the slope of the least-squares line? (Round to 2 places.)
The least-squares line has slope -0.4. What does the slope mean here?
The line is lap time = -0.38 × warm-up minutes + 9.68. What does it predict after 7 warm-up minutes? (Round to 1 place.)
Ash warmed up 2 minutes and ran a 9-minute lap. What is Ash's residual from the line? (Round to 1 place.)
WHICH CONCLUSION IS JUSTIFIED?
  • Read the question.
  • Tap your answer.
The warm-up line falls. Which sentence reads the slope correctly?
The practice line's intercept is 1.89 laps. Which reading is the careful one?
Which of these is the explanatory variable on the warm-up chart?
On the warm-up chart, what is the sign of the slope? Type positive or negative.
WHY THIS EXERCISEThe sign of the slope is the first thing to read off any line of fit.
StatementTrue or false?
A negative slope means y falls as x rises.?
The intercept always has a real-world meaning.?
9 - 5 = 4?
A line of fit describes a tendency in the data, not a rule for every case.?
WHY THIS EXERCISEReading a line carefully is the difference between a fair summary and a wild claim.
Try it
Find two numbers in your home that move together, like minutes a tap runs and cups filled.
Collect five pairs and plot them. Does the line rise or fall? What does its slope mean?
Draw the warm-up scatter plot with its falling line. Mark the intercept on the y-axis.

A full week of lines. Tomorrow is Track Day: a family scatter plot and a line of fit from your own home.

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