The first scatter diagram below shows a stronger linear relationship than the second scatter diagram.(Assume the scales on both scatter diagrams are the same.) 
Definitions:
Significance Level
The probability of rejecting the null hypothesis when it is true; a measure of the risk of incorrect rejection.
Coffee Shop
A type of establishment that primarily serves coffee, along with other beverages and light food items, often serving as a place for social interaction or personal work.
P-value
The probability of observing a test statistic as extreme as, or more extreme than, the value observed, under the assumption that the null hypothesis is true.
Test Statistic
A value calculated from sample data that is used to make decisions about a population parameter in hypothesis testing.
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