Data Analysis and Visualization Service:
• First, I will assess the data set and check for any missing values or necessary modifications using R and Python.
• Second, I will clean the data set if required.
• Third, I will do required analysis and tests such as: hypotheses test to check the difference between two years.
• Finally, I will visualize the results using MatPlotLib library in Python.