Step 4: For assessing whether the crime rates are increasing or decreasing over time, a 3 step method was followed. 1)Visualization 2) Summary statistics 3) ADF test
ADF result suggested that the series is stationary. But ADF is not a very strong test and the summary statistics suggested strongly that the series is decreasing. So we concluded that the crime rate per 1000 people in NYC is decreasing