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A researcher found an association between a dog’s stride length and its speed: the longer a dog’s steps, the faster it goes. The predicted speed in meters per second,
What does the rate of change of the function tell you about the association between stride length and speed?
Is there an association between the weight of an animal’s body and the weight of the animal’s brain?
Use the data in the table to make a scatter plot. Are there any outliers?
| animal | body weight (kg) | brain weight (g) |
|---|---|---|
| cow | 465 | 423 |
| grey wolf | 36 | 120 |
| goat | 28 | 115 |
| donkey | 187 | 419 |
| horse | 521 | 655 |
| potar monkey | 10 | 115 |
| cat | 3 | 26 |
| giraffe | 529 | 680 |
| gorilla | 207 | 406 |
| human | 62 | 1,320 |
| rhesus monkey | 7 | 179 |
| kangaroo | 35 | 56 |
| sheep | 56 | 175 |
| jaguar | 100 | 157 |
| chimpanzee | 52 | 440 |
| pig | 192 | 180 |
Earlier, your class gathered data on the number of pages and weight of books.
Make a scatter plot for the number of pages and weight data, and describe any association.
People often collect data in two variables to investigate possible associations between two numerical variables and use the connections that they find to predict more values of the variables.
Data analysis usually follows these steps:
Although computational systems can help with data analysis by graphing the data, finding a function that might fit the data, and using that function to make predictions, it is important to understand the process and think about what is happening. A computational system may find a function that does not make sense or use a line when the situation suggests that a different model would be more appropriate.
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