We will have the following.
First, we will have that the graph generated from the data will be:
Then, we will have the following:
a) Using the least squares linear regression method we will have that the line of best fit will be given by:
![y=0.12694x-7.2283](https://img.qammunity.org/2023/formulas/mathematics/high-school/pi34vx6pc7bc9lrgwiuy1kobxvp14n0hym.png)
This can be seeing as follows:
c) Now, we will have that the approximation for the hourly wage in 2025 will be:
![\begin{gathered} f(125)=0.12694(125)-7.2283\Rightarrow f(125)=8.6392 \\ \\ \Rightarrow f(125)\approx8.64 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/high-school/ivygh2yczuhsdhq3uc44mvn0r9pfawyk5e.png)
So, the approximate hourly wage in 2025 will be $8.64.