A correlation coefficient of 0.019 indicates a very weak or almost non-existent linear relationship between the variables. Therefore, using a line of best fit to make predictions based on this data set may not be very accurate.
In such a scenario, it would be challenging to have confidence in the accuracy of the predicted value. It is recommended to use caution when making predictions based on a weak correlation coefficient since the predicted value may be far from the actual value.