For Anaconda go to C:\Users\USERNAME\Anaconda3\Scripts
Change these files pip-script.py and pip.exe to pip3-script.py and pip3.exe.
Then add these variables to your system variables.
Voila..!! Your Job is done. Now to install use pip2 for 2.7 and pip3 for anaconda version.