Data visualization using graphics and plots at the beginning stage of analytics can help researchers to observe the pattern of data distribution and hence suggest the possible analytic strategies. In fact, there are a few guidelines that can be followed to produce a good graph which is capable to convey the message effectively. At the end of the day, audience will be able to choose and plot the right graph by looking at the size, properties and the types of data.