Question

relation between regression Coefficient and correlation

Answer 1

Correlation and linear regression are not the same. Correlation quantifies the degree to which two variables are related. Correlation does not fit a line through the data points. You simply are computing a correlation coefficient (r) that tells you how much one variable tends to change when the other one does.