You are a Data Scientist with a housing agency in Boston MA, you have been given access to a previous dataset on housing prices derived from the U.S. Census Service to present insights to higher management. Based on your experience in Statistics, what information can you provide them to help with making an informed decision? Using the appropriate graphs and charts, generate basic statistics and visualizations that you think will be useful for the upper management to give them important insight given the question they are asking, in your graphs, include an explanation of each statistic.