Certainly! Here’s a revised version of your text with grammatical and spelling corrections:
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The job stayers scatter plot makes sense, as job stayers saw a trend of median pay increases, and the regression showed a positive slope. Simply put, this makes sense, as one would expect employees at a job to receive an increase in pay each year. This pay increase could be due to several factors, including increased experience, skills, or