According to Wikipedia, Nigeria is considered to be a country with a high level of crime, ranking 17th among the least peaceful countries in the world, and during the first half of 2022, almost 6,000 people were killed by jihadists, kidnappers, bandits, or the Nigerian army.
Being able to tackle the rate of crime in the country is a big plus to the security of the nation. The ability of the security agency to have a clear understanding of the distribution of different crimes committed and also able to anticipate/predict possible crime outbursts will go a long way to tackling the security challenges of the nation.
Data collection and cleaning of data.
Exploratory Data Analysis and Data Preprocessing
Hyperparameter tunning and improvement of model accuracy.
Deployment of model.