Using exploratory analysis with R, I was able to generate a heatmap from a dataset of airline tickets. The redder the color, the more frequent the ticket is bought. This is useful in marketing knowing what customers are looking for. 

My notable 5 month long analytical project investigates crimes in the Northern Philadelphia area utilizing government data, Excel pivot tables, and Simply Analytics. The project also entails field study and observation. I create graphs, charts, and am able to see the patterns of crimes and explain the elements of crimes using demographics data such as high school drop-out rate, income, male to female ratio: 

Map of My Crime Study Site I generated

Crime Problems Export using Pivot Tables. The chart below shows the total numbers of crimes for 6 months in selected streets in North Philadelphia. 

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