The video tutorial guides viewers through analyzing a data set related to Olivia's X-files watching habits. It covers creating a scatter plot, performing linear regression, and interpreting the correlation coefficient. The tutorial also explains how to use the best fit line for interpolation and extrapolation to predict the number of episodes watched on specific days.

What is the main focus of the data set discussed in the video?

• Olivia's cooking experiments

• Olivia's TV watching habits

• Olivia's daily exercise routine

• Olivia's reading schedule

What is the first step in analyzing the data set?

• Performing a linear regression

• Calculating the mean

• Creating a scatter plot

• Finding the median

In the context of the video, what does the x-axis represent in the scatter plot?

• Total episodes watched

• Days

• Number of seasons

• Time spent watching

What is the purpose of adding a trend line in the scatter plot?

• To change the color of the plot

• To perform a linear regression

• To highlight the highest data point

• To remove outliers

What does the equation y = 1.91x + 3.30 represent?

• The best fit line for the data

• The formula for calculating the mean

• The equation for a circle

• The formula for standard deviation

What does a high correlation coefficient indicate about the data?

• The data is random

• The data is non-linear

• The data is strongly linear

• The data is weakly linear

What does interpolation help determine in the context of the video?

• The maximum value in the data set

• The average of all data points

• A value between given data points

• A value outside the given data points

How many episodes are estimated to be watched by day 12 using interpolation?

• 26 episodes

• 34 episodes

• 30 episodes

• 20 episodes

What does extrapolation help determine in the context of the video?

• The mode of the data set

• A value within the given data points

• A value past the given data points

• The median of the data set

How many episodes are estimated to be watched by day 16 using extrapolation?

• 28 episodes

• 30 episodes

• 34 episodes

• 36 episodes