Part 3

Write a short report summarising the variables in the two (processed) datasets from parts 1 and 2 through tables and plots with R including the following:

• A histogram showing the distribution of a variable of interest

• A plot of one or more variables with time on the x axis (e.g. month, year or date)

• A word cloud of the words in the name column of the listings table. You may follow the instructions and use the packages referred to in this link:

http://www.sthda.com/english/wiki/text-mining-and-word-cloud-fundamentals-in-r-5-simplesteps-you-should-know 

• A map showing the price of listings by colour (e.g. a dot plot or heat map – you will need to use an R package that can map geospatial data) 

Point out any interesting patterns (e.g. trends) you see from your plots and summaries