The data mining in this paper is intended for the analysis of the health behaviours of the residents of La Paz and Santa Cruz County in the state of Arizona. The analysis is expected to answer the question if most deaths in Arizona are caused by the poor life choices that people make rather than natural causes. If the outcome is about people being indulged more often in drugs and poor feeding behaviours, then the probability of the cause of death being life choices will be proven. La Paz is in the Western Part of Arizona with a population of 20, 489 according to the 2010 census. Santa Cruz is on the Southern part of Arizona with a population of 47, 420 as of 2010 census.
In the filed map above, Santa Cruz is ranked five in the overall ranking of health outcomes and La Paz s ranked 12. This shows Santa Cruz is at higher health risk than La Paz. The two geographic regions were ranked according to various health factors and below is a graph representing them.
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The problem being solved was if more deaths in Arizona are caused by the unhealthy life choices that people take. The graph has centred on two counties, and it is clear that natural causes are at a lower percentage of causing deaths. According to the graph, the rate at which these health factors are putting lives in danger is high. The data set is according to the County Health Rankings, and it proves that people need to put their health first for a long-lasting life. Residents in the two counties should reduce the rate of smoking and drinking because they are the factors that lead to more harm. According to the data, health behaviours reflect the life of a person and the health factors are choices that a person makes daily. Therefore good health factors lead to a better outcome than the ones shown by the above data.