Using https://www.kaggle.com/datasets/new-york-city/nyc-rat-sightings/data and R {ggplot2} provide a fascinating tale concealed inside the data. Using the database of rat sightings in New York City since 2010, In some way, describe the data. Next aggregate the data because there are more than 100,000 rows in the raw data (filter (), group by (), and summarize () will be your friends). Examine the number of sightings by borough, year, kind of house, etc., or a combination of these, such as the shift in sightings among the five boroughs from 2010 to 2016. Using the facts that weresummarized, create one suitable graphic. Compose a memo outlining the procedure. In the new visual, what narrative is ittrying to convey? How werethe CRAP principles implemented? How wasAlberto Cairo's five characteristics of great visualizations or Kieran Healy's principles of great visualizations applied? Show all the work!