partitioning - Replace Windows 8.1 with Ubuntu Keeping Data in Different Partition

I have already searched to replace Windows with Ubuntu, I got it. The question I have right now in my mind is, is it possible to keep data in different partition and install ubuntu in windows partition.

Suppose,

I have 3 partitions of 500GB HDD,

C - Windows Installed, D - Local Data, E - Local Data,

I want to keep the data of D & E drive as it is, and want to install ubuntu in C without any error.

Thanks.