The video tutorial discusses how data can be misleading, starting with a warm-up on percentile ranks. It includes a TED Talk on misleading graphs in advertising and politics, followed by examples of deceptive graph practices. The tutorial also covers biased samples and incorrect statistics, concluding with an assignment to create a misleading graph for an advertisement.

What is the percentile rank of a student who scores the highest in a class?

• 100th percentile

• 50th percentile

• 75th percentile

• 99th percentile

How can a graph mislead viewers by manipulating the y-axis?

• By zooming in on a small portion

• By starting the graph at zero

• By using a consistent scale

• By using a logarithmic scale

What is a common technique used to mislead with line graphs over time?

• Cherry-picking data points

• Using a logarithmic scale

• Using a consistent x-axis scale

• Starting the graph at zero

Which graph interval makes it appear that prices are increasing more rapidly?

• Graph with intervals of 4

• Graph with intervals of 1

• Graph with intervals of 2

• Graph with intervals of 10

Why is graph A misleading in the annual snowfall example?

• It uses a logarithmic scale

• It uses a consistent scale

• It starts at zero

• It has a break in the scale

What is a potential issue with using voluntary response samples?

• They are always accurate

• They include all possible responses

• They can be biased

• They are always representative

How can an outlier affect the average in a data set?

• It has no effect

• It lowers the average

• It raises the average

• It makes the average more accurate

What is a more appropriate measure of center when data has outliers?

• Mode

• Range

• Median

• Mean

What should you consider when creating a misleading graph for an advertisement?

• Using accurate data without manipulation

• Making the graph as clear as possible

• Using a consistent scale

• Skewing the data to favor your product

Which tool is suggested for creating a misleading graph in the assignment?

• Microsoft Excel

• Google Jamboard

• Microsoft Word

• Adobe Photoshop