Individual Profiling

Basic Parameters

Identifier	Data Category	Feature	Description	Granularity
Cust_ID	Capacity	Cust_ID	Unique Customer ID	Individual
Cust_ID	Capacity	Probable Home Location	Probable Home Location based on count of Location Pings	Individual
Cust_ID	Capacity	Highest Ping Count At Home Location Grid	Highest count of Location Pings at Home Location	Individual
Cust_ID	Capacity	Total Pings Count	Total Count of Location Pings	Individual
Cust_ID	Capacity	Pings From Abroad	Count of Location Pings from Coordinates falling out of the Indian Subcontinent Range	Individual
Cust_ID	Capacity	Home Location Grid Lat	Home Location Latitude	Individual
Cust_ID	Capacity	Home Location Long	Home Location Longitude	Individual
Cust_ID	Capacity	Home Location Grid Pincode	Home Location Pincode	Individual
Cust_ID	Capacity	Home Location Grid Pincode Category	Category of Pincode Home location lies in	Individual
Cust_ID	Capacity	Income Group	Category of Income Group within Customer's Home Location	Individual
Cust_ID	Capacity	Unique State Count	Count of Unique States from Location Pings	Individual
Cust_ID	Capacity	Unique District Count	Count of Unique District Pin-codes from Location Pings	Individual
Cust_ID	Capacity	Unique Metro Pincode Count	Count of Unique Metro Pincodes from Location Pings	Individual
Cust_ID	Capacity	Unique Rural Pincode Count	Count of Unique Rural Pincodes from Location Pings	Individual
Cust_ID	Capacity	Unique Semi Urban Pincode Count	Count of Unique Semi-Urban Pin-codes from Location Pings	Individual
Cust_ID	Capacity	Unique Urban Pincode Count	Count of Unique Urban Pin-codes from Location Pings	Individual
Cust_ID	Capacity	Unique Ping Count Metro%	Percentage of Count of unique Customer Ping from Metro Pincodes	Individual
Cust_ID	Capacity	Unique Ping Count Rural%	Percentage of Count of unique Customer Ping from a Rural Pincodes	Individual
Cust_ID	Capacity	Unique Ping Count Semi Urban%	Percentage of Count of unique Customer Ping from a Semi-Urban Pincodes	Individual
Cust_ID	Capacity	Unique Ping Count Urban%	Percentage of Count of unique Customer Ping from an Urban Pincodes	Individual
Cust_ID	Capacity	HIG%	Percentage of Customer Location Pings coming from the grids having High Income Group	Individual
Cust_ID	Capacity	MIG%	Percentage of Customer Location Pings coming from the grids having Medium Income Group	Individual
Cust_ID	Capacity	LIG%	Percentage of Customer Location Pings coming from the grids having Low Income Group	Individual
Cust_ID	Capacity	ATM count	Count of ATMs within a given radius around Home Location	Individual
Cust_ID	Capacity	Cafe count	Count of Cafes within a given radius around Home Location	Individual
Cust_ID	Capacity	Garage count	Count of garages within a given radius around Home Location	Individual
Cust_ID	Capacity	Petrol Pump count	Count of petrol pumps within a given radius around Home Location	Individual
Cust_ID	Capacity	Restaurant count	Count of Restaurant within a given radius around Home Location	Individual
Cust_ID	Capacity	School count	Count of schools within a given radius around Home Location	Individual
Cust_ID	Capacity	Auto Store count	Count of Auto store within a given radius around Home Location	Individual
Cust_ID	Capacity	Bank count	Count of Banks within a given radius around Home Location	Individual
Cust_ID	Capacity	Hospital count	Count of Hospitals within a given radius around Home Location	Individual
Cust_ID	Capacity	Mall count	Count of Malls within a given radius around Home Location	Individual
Cust_ID	Capacity	Office count	Count of Offices within a given radius around Home Location	Individual
Cust_ID	Capacity	Gym count	Count of Gyms within a given radius around Home Location	Individual
Cust_ID	Capacity	Transport Stop count	Count of Transport Stops within a given radius around Home Location	Individual
Cust_ID	Capacity	Airport count	Count of Airports within a given radius around Home Location	Individual
Cust_ID	Capacity	Doctor Clinic count	Count of Doctor Clinics within a given radius around Home Location	Individual
Cust_ID	Capacity	Home Location POI Count	Count of Places of Interest within Home Location	Individual
Cust_ID	Capacity	Grocery count	Count of Groceries within a given radius around Home Location	Individual
Cust_ID	Capacity	Pharmacy count	Count of Pharmacies within a given radius around Home Location	Individual
Cust_ID	Capacity	Wholesaler count	Count of Malls within a given radius around Home Location	Individual
Cust_ID	Capacity	Clothing Store count	Count of Clothing Stores within a given radius around Home Location	Individual
Cust_ID	Capacity	Jewellery Store count	Count of Jewelry Stores within a given radius around Home Location	Individual
Cust_ID	Capacity	Beauty Parlour count	Count of Beauty Parlours within a given radius around Home Location	Individual
Cust_ID	Capacity	Insurance Agent count	Count of Insurance Agents within a given radius around Home Location	Individual
Cust_ID	Capacity	Manufacturer count	Count of Manufacturers within a given radius around Home Location	Individual
Cust_ID	Capacity	Money Transfer Service count	Count of Money Transfer Services within a given radius around Home Location	Individual
Cust_ID	Capacity	BC Agent count	Count of BC Agents within a given radius around Home Location	Individual
Cust_ID	Capacity	Pet Store count	Count of Pet Stores within a given radius around Home Location	Individual
Cust_ID	Capacity	LIC Agent count	Count of LIC Agents within a given radius around Home Location	Individual
Cust_ID	Capacity	Popular Attraction count	Count of Popular attractions within a given radius around Home Location	Individual
Cust_ID	Capacity	Home Location Merchant Count	Count of Merchants within Home Location	Individual
Cust_ID	Capacity	Home Location Average Upi Transactions Count Quarterly	Average Count of UPI Transactions within Customer's Home Location	Individual
Cust_ID	Capacity	Home Location Pincode Non Delinquency %	Non Delinquency (no loan defaults above 3 months) % in the Home Location Pincode	Individual
Cust_ID	Capacity	Home Location Pincode High Delinquency %	High Delinquency (loan defaults above 3 months) % in the Home Location Pincode	Individual
Cust_ID	Capacity	Average Distance Of Other Pings From Highest Ping Location (Km)	Average distance of Location Pings from the Highest Ping Location	Individual
Cust_ID	Capacity	Confidence Score	Score calculated against the prediction done for the Home Location	Individual
Cust_ID	Capacity	Average Distance Of Other Pings From Highest Ping Location (Km)	Average distance of Location Pings from the Highest Ping Location	Individual

Use Cases

Customer Profiling parameters can be used for the following:

1. Individual Location Profiling for verification of Individual’s behavior