1)Since the variability at each x is not the same,there is

**non**constant variance.

2)The residuals are not randomly scattered as a grouping of some kind can be seen and therefore the assumption on residuals are independent is violated.

3)Since the residuals are scattered around 0 it can be concluded that the mean of the residuals is 0.

The residual plot is attached.

Please help me to interpret this