Whereas & On the Other Hand
Summer/Winter: use whereas
The weather is hot in the summer, whereas in the winter it is cold.
Mice/Elephants: use on the other hand
Mice are small. Elephants, on the other hand, are big.
Trains/Cars: use whereas
Trains run on tracks, whereas cars drive on the road.