Domain $$Social Science Focus $$CreatingWebMapBusiness challenge$/$requirementYou are a data analyst in SanFrancisco$($SFO$)$ City IT Department. SFO Police has shared crime data fortheyear $2016.$ Data contains various incidents thathave happened throughout the year, along with the geolocationdataof the crime.You need to prepare effective webmaps to analyze and present the data. SFO Commissioner of Police will reassign the forces based on the density of various crime.Key issuesData should be displayed pictorially in a map to get the desired attention of top authorities. Considerations NONE Data volume Approx. $150$K records $$file Police$\_$Department$\_$Incidents$\_$Year$\_2016\_.$csv Additional information NA Business benefits SFO City Corporation is looking to mitigate thecrime rate based on the effective relocation of police personnel,thus reducingtheoverall security cost. Aproach to Solve You must use the fundamentals of Web Mapping and create three maps. Display the first $100$ records from the data. $1.$For the latest $7$ days of data,createaWebMap of crimes,categorized as ROBBERY. $2.$For the latest $15$ days of data,create aWebMap of crimes,categorized as FRAUD and GAMBLING. $3.$BONUS ASSIGNMENT$--$Displayheatmap for Divvy Bikes. Divvy Bikes runs bike rental servicesin Chicago,and their bike station geolocation data is shared. Refer to BikesHeatMap.py$,$Divvy$\_$Stations$\_2016\_$Q$3.$csv$,$andDivvy$\_$Stations$\_2016\_$Q$4.$csvEnhancements for codeYou can try these enhancements in code$1.$A lot of visual options are available forchangingthe map. $2.$Change the code to create a WebMap for $$BURGLARY$$forthe last $7$ days$3.$BONUS ASSIGNMENT$$Uncomment the code to see the changes