As moving forward in the blog, I assumed that the analysis for the Police Shooting as per the Washington Post is rely on the killing of people with the armed or unarmed and the race between the black and white. Moving forward in the project I am working on the analysis of the race based on the shootings happened in the eastern coast which is majorly counted in the record. There are some uneven dots in the region of Florida and the western coast of the country.

In todays class, I learned a new topic that is Monte-Carlo approximation, it is a statistical technique used for the data analysis to approximate numerical results through random sampling. When it is require to calculate intricate or high-dimensional integrals, assess probabilities, or make predictions in circumstances where obtaining analytical answers is challenging or impossible, Monte Carlo estimation is especially helpful.

Random sampling can be done in the analysis by considering the race between the black and white and could be equally divided and poll all the data in the sampling. Furthermore, professor has given the glimpse for the age distribution for people killed by police and we can calculate the p-value to get the exposure in for the analysis.