You can also just change the preferred network type to 2G.
Its not as fine-grained as throttling your bandwidth via the PC but its a lot simpler to implement.

On Android 5 Lollipop go to:
- Settings
- More
- Cellular Networks
- Preferred network type
You’ll notice the change to a slower GPRS network as an E icon on the top status bar of the screen.