Howdy! No need for anything complicated.

Use excel to estimate a multi variable regression. Note: this assumes normality, homoskedasticity, linearity, independence of errors, etc in the dataset. However, I would assume given the dataset you have, these conditions are present.

For statistical significance, use the p-value. Less than or equal to .05 is usually the standard.