Claims Analysis

This is the amount from the dataset showing the claimed amount at different months paid by the insurers.

Hour of the day vs Number of Accidents in R Shiny & ggplot

The below graph show no. of accidents that occurred during each hour of the day with respect to different collisions.

Rear-end collisions often result from drivers failing to pay attention to the road or following too closely.

Front-impact collisions—when the front end of a vehicle hits another vehicle or something on the side of the road, like a tree or telephone pole.

Rollover accidents happen under a wide range of circumstances and are more likely to cause catastrophic injuries.

The three most common ways a car can be involved in an accident are. The first occurs when a driver loses control of his or her car and collides with a stationary object (a single-vehicle accident). The second is when the vehicle collides with another vehicle. The third type of collision occurs when numerous cars collide, as in chain-reaction accidents.

Here from the Sankey chart we can see that the total loss of the vehicle was caused by Multi-vehicle and single-vehicle collisions only. Minor damages include vehicle theft and parked car events, as well as single and multiple vehicle crashes, but the numbers are small for Single & multiple collisions