City Wide Crime Statistics
Authors: Avin Ashok, Aswin Mukundan
Working with Shiny < 1 year
Abstract: The crime rate is ever-growing and so is technology. I thought of combining them to produce meaningful insights. Though, there is a plethora of work on nation-wide crime analysis, only few on city-wise record comparison. So, I found few data-sets from numerous open sources for this study. The objective of this analysis is to compare Newyork crime stats with that of LA's and find highest crime rate for different demographics like age, gender, education etc. Without further ado, let’s get started!
Full Description: City Wide Crime Statistics:
This dashboard helps to you analyze the crimes in New York and Los Angeles and give you a clear picture about how it affects US Crime and help you to locate crime on map. Here we do a comparison with New York and Los Angeles. We strongly believe that the crime rate also depends on the demographics of that place, so we have done a correlation between demographics and crime for both cities. This dashboard clearly shows you how demographics details affect crime.
City wide crime statistics mainly consists of 3 level of analysis divided into 3 sheets:
Home: This sheet is the landing page which gives you a clear picture about the US crime history and help you to analyze the historic crime rate in Los Angeles and New York. We have also added some historic details to help you analyze more on the story.
City wide crime analysis: This analysis is to compare average crimes in New York and Los Angeles to the average crime in US. This also do an analysis between crime and demographics for both the cities. This will give you a clear picture about the relation between crime and demographics.
a. This analysis consists of 3 tabs:
i. Locate Crime on Map: Helps you to locate crime on map and analyze its type.
ii. City Wide Crime Analysis: Compares crime between Los Angeles and New York and compares with average US Crime and shows the effect of the crime with demographics.
iii. Crime in 2k19: Helps you to analyze the crimes in 2019.
Demographic Analysis: This analysis is to show the demographic details for New York and Los Angeles and its changes over years. Analysis gives you an insight about the demographics of both cities.
a. This analysis consists of 2 tabs:
i. Los Angeles: Showing the demographics of Los Angeles.
ii. New York: Showing the demographics of New York.
**Use Google Chrome , Mozilla Firefox,Microsoft Edge for better result.
Keywords: Crime,City,Statistics,Analysis, Demographics,History,Science, Map, bar chart, Pyramid Chart, New York, Los Angeles,Dashboard, Do nut,Violin
Shiny app: https://avin1729.shinyapps.io/City_Wide_Crime_Statistics/
RStudio Cloud: https://rstudio.cloud/project/1095539