In recent years due to the rapid urbanization, there has been an increase in the population and thus the vehicle use. This has lead to an increase in the parking violation. Analyzing the parking violation data can help us in understanding the trends in context to, which type of parking infraction is issued at which location and at what time. There are several parameters on which this study can be extended which are presented in this paper. With the help of different Big Data frameworks mainly Pig, Hive, Spark and MapReduce the projects aims to analyze the different parking violations and understand the trend, and visualize the same in order to answers all the questions as in the research objective.