Hi, dreesarjan

You can use the gap option of the category axis object to control the gap between categories data and hence change the height of the bars. If the gap is bigger then the space to draw bars will be smaller and their height will be less. You can set your axes like this for a bar chart: 

Experiment with different values for the gap option and find the best for your case.

Cheers, Lazar