Vehicle Insurance Dataset. The dataset contains a substantial number of missing values for the categorical variables. Vehicle.the remaining variables contain miscellaneous vehicle characteristics, as well as other characteristics associated with the insurance policy.
Dataset explain for eda also covered methods. The target variable is a dollar amount of claims experienced for that vehicle in that year, and the explanatory variables contain information about the policy, on the vehicle (such as model and make, year and other miscellaneous vehicle characteristics), and a row and household identifier. In this data set we are predicting the insurance claim by each user, machine learning algorithms for regression analysis are used and data visualization are also performed to support analysis.