Data Catalogue

Grid Trends

Feature	Data Category	Description	Data Type	Unit
city	Location Details	Name of the city	String	None
district	Location Details	Name of the district	String	None
hash	Geospatial Data	Hash code (alphanumeric) of the grid	String	Precision Level
latitude	Geospatial Data	Latitiude of the Grid	Decimal	Degree
longitude	Geospatial Data	Longitude of the Grid	Decimal	Degree
pincode	Location Details	Number of the Pincode	String	None
pincode_category	Location Details	Name of the Pincode category	String	Metro/Urban/Semi Urban/Rural
state	Location Details	Name of the state	String	None
affluence	Demographic	Avg rental price (category) for a 2 BHK relative to District of the grid	Categorical	Very High/High/Moderate/Low/Very Low
affluence_pincode_level	Demographic	Avg rental price (category) for a 2 BHK relative to the Pincode of the grid	Categorical	Very High/High/Moderate/Low/Very Low
affluence_state_level	Demographic	Avg rental price (category) for a 2 BHK relative to State of the grid	Categorical	Very High/High/Moderate/Low/Very Low
HIG%	Demographic	Percentage value of High Income Group	Decimal	Percentage (%)
Income Type	Demographic	Overall monthly income type	Categorical	High/Medium/Low
LIG%	Demographic	Percentage value of Low Income Group	Decimal	Percentage (%)
MIG%	Demographic	Percentage value of Medium Income Group	Decimal	Percentage (%)
location_risk_label	Finance	Overall risk label of that grid	Categorical	High/Medium/Low
location_risk(high%)	Finance	Percentage value of High risk of that grid	Decimal	Percentage (%)
location_risk(low%)	Finance	Percentage value of Low risk of that grid	Decimal	Percentage (%)
location_risk(medium%)	Finance	Percentage value of Medium risk of that grid	Decimal	Percentage (%)
distance_from_highway	Accessibility	Distance from the nearest Highway road to the grid	String	Km
distance_from_major_road	Accessibility	Distance from the nearest major road to the grid	String	Km
hospital_&_clinic_hub	Accessibility	Public Medical services availment hotspots	Boolean	Yes/No
transit_hub	Accessibility	Public Transport availment hotspots	Boolean	Yes/No
airport_count	Amenities	No of Airport in a grid	Decimal	Numeric
airport_distance	Amenities	Distance of the nearest Airport from a grid	Decimal	km
apartment_complex_count	Amenities	No of Apartment complex in a grid	Decimal	Numeric
apartment_complex_distance	Amenities	Distance of the nearest Apartment complex from a grid	Decimal	km
atm_count	Amenities	No of ATM in a grid	Decimal	Numeric
atm_distance	Amenities	Distance of the nearest ATM from a grid	Decimal	km
auto_store_count	Amenities	No of Auto store in a grid	Decimal	Numeric
auto_store_distance	Amenities	Distance of the nearest Auto store from a grid	Decimal	km
bank_count	Amenities	No of Bank in a grid	Decimal	Numeric
bank_distance	Amenities	Distance of the nearest Bank from a grid	Decimal	km
bc_agent_count	Amenities	No of BC agent in a grid	Decimal	Numeric
bc_agent_distance	Amenities	Distance of the nearest BC agent from a grid	Decimal	km
beauty_parlour_count	Amenities	No of Beauty Parlour in a grid	Decimal	Numeric
beauty_parlour_distance	Amenities	Distance of the nearest Beauty Parlour from a grid	Decimal	km
cafe_count	Amenities	No of Cafe in a grid	Decimal	Numeric
cafe_distance	Amenities	Distance of the nearest Cafe from a grid	Decimal	km
clinic_count	Amenities	No of Clinic in a grid	Decimal	Numeric
clinic_distance	Amenities	Distance of the nearest Clinic from a grid	Decimal	km
clothing_store_count	Amenities	No of Clothing store in a grid	Decimal	Numeric
clothing_store_distance	Amenities	Distance of the nearest Clothing store from a grid	Decimal	km
diagnostic_centre_count	Amenities	No of Diagnostic Centre in a grid	Decimal	Numeric
diagnostic_centre_distance	Amenities	Distance of the nearest Diagnostic Centre from a grid	Decimal	km
event_venue_count	Amenities	No of Event Venue in a grid	Decimal	Numeric
event_venue_distance	Amenities	Distance of the nearest Event Venue from a grid	Decimal	km
facility_count	Amenities	No of Facility in a grid	Decimal	Numeric
facility_distance	Amenities	Distance of the nearest Facility from a grid	Decimal	km
farmer_market_count	Amenities	No of Farmer Market in a grid	Decimal	Numeric
farmer_market_distance	Amenities	Distance of the nearest Farmer Market from a grid	Decimal	km
footfall	Amenities	Normalized footfall value in a grid (0-1 scale)	Decimal	Numeric (Normalized)
garage_count	Amenities	No of Garage in a grid	Decimal	Numeric
garage_distance	Amenities	Distance of the nearest Garage from a grid	Decimal	km
grocery_count	Amenities	No of Grocery in a grid	Decimal	Numeric
grocery_distance	Amenities	Distance of the nearest Grocery from a grid	Decimal	km
gym_count	Amenities	No of Gym in a grid	Decimal	Numeric
gym_distance	Amenities	Distance of the nearest Gym from a grid	Decimal	km
hospital_count	Amenities	No of Hospital in a grid	Decimal	Numeric
hospital_distance	Amenities	Distance of the nearest Hospital from a grid	Decimal	km
hospitality_count	Amenities	No of Hospitality in a grid	Decimal	Numeric
hospitality_distance	Amenities	Distance of the nearest Hospitality from a grid	Decimal	km
household_count	Amenities	No of Household in a grid	Decimal	Numeric
insurance_agent_count	Amenities	No of Insurance agent in a grid	Decimal	Numeric
insurance_agent_distance	Amenities	Distance of the nearest Insurance agent from a grid	Decimal	km
jewelry_store_count	Amenities	No of Jewelry store in a grid	Decimal	Numeric
jewelry_store_distance	Amenities	Distance of the nearest Jewelry store from a grid	Decimal	km
lic_agent_count	Amenities	No of LIC agent in a grid	Decimal	Numeric
lic_agent_distance	Amenities	Distance of the nearest LIC agent from a grid	Decimal	km
loan_agency_count	Amenities	No of Loan agency in a grid	Decimal	Numeric
loan_agency_distance	Amenities	Distance of the nearest Loan agency from a grid	Decimal	km
mall_count	Amenities	No of Mall in a grid	Decimal	Numeric
mall_distance	Amenities	Distance of the nearest Mall from a grid	Decimal	km
manufacturer_count	Amenities	No of Manufacturer in a grid	Decimal	Numeric
manufacturer_distance	Amenities	Distance of the nearest Manufacturer from a grid	Decimal	km
market_concentration	Amenities	Count of Markets in the grid	Decimal	Numeric
market_presence	Amenities	Presence of Market in the grid	Categorical	Low, Medium, High
money_transfer_service_count	Amenities	No of Money transfer service in a grid	Decimal	Numeric
money_transfer_service_distance	Amenities	Distance of the nearest Money transfer service from a grid	Decimal	km
office_presence	Amenities	Presence of Office in a grid	Categorical	Low, Medium, High
office_concentration	Amenities	No of Office in a grid	Decimal	Numeric
office_distance	Amenities	Distance of the nearest Office from a grid	Decimal	km
others_count	Amenities	No of Others in a grid	Decimal	Numeric
others_distance	Amenities	Distance of the nearest Others from a grid	Decimal	km
pet_store_count	Amenities	No of Pet store in a grid	Decimal	Numeric
pet_store_distance	Amenities	Distance of the nearest Pet store from a grid	Decimal	km
petrol_pump_count	Amenities	No of Petrol pump in a grid	Decimal	Numeric
petrol_pump_distance	Amenities	Distance of the nearest Petrol pump from a grid	Decimal	km
pharmacy_count	Amenities	No of Pharmacy in a grid	Decimal	Numeric
pharmacy_distance	Amenities	Distance of the nearest Pharmacy from a grid	Decimal	km
police_station_count	Amenities	No of Police station in a grid	Decimal	Numeric
police_station_distance	Amenities	Distance of the nearest Police station from a grid	Decimal	km
political_count	Amenities	No of Political in a grid	Decimal	Numeric
political_distance	Amenities	Distance of the nearest Political from a grid	Decimal	km
popular_attraction_count	Amenities	No of Popular attraction in a grid	Decimal	Numeric
popular_attraction_distance	Amenities	Distance of the nearest Popular attraction from a grid	Decimal	km
religious_count	Amenities	No of Religious in a grid	Decimal	Numeric
religious_distance	Amenities	Distance of the nearest Religious from a grid	Decimal	km
restaurant_count	Amenities	No of Restaurant in a grid	Decimal	Numeric
restaurant_distance	Amenities	Distance of the nearest Restaurant from a grid	Decimal	km
school_count	Amenities	No of School in a grid	Decimal	Numeric
school_count	Amenities	No of School in a grid	Decimal	Numeric
school_distance	Amenities	Distance of the nearest School from a grid	Decimal	km
service_centre_count	Amenities	No of Service centre in a grid	Decimal	Numeric
service_centre_distance	Amenities	Distance of the nearest Service centre from a grid	Decimal	km
social_service_count	Amenities	No of Social service in a grid	Decimal	Numeric
social_service_distance	Amenities	Distance of the nearest Social service from a grid	Decimal	km
storage_count	Amenities	No of Storage in a grid	Decimal	Numeric
storage_distance	Amenities	Distance of the nearest Storage from a grid	Decimal	km
store_count	Amenities	No of Store in a grid	Decimal	Numeric
store_distance	Amenities	Distance of the nearest Store from a grid	Decimal	km
total_pois_count	Amenities	Total No of Pois in a grid	Decimal	Numeric
total_pois_density	Amenities	Density of Total No of Pois in a grid	Decimal	Numeric
transit_counts	Amenities	No of Transport stop in a grid	Decimal	Numeric
transport_stop_count	Amenities	No of Transport stop in a grid	Decimal	Numeric
transport_stop_distance	Amenities	Distance of the nearest Transport stop from a grid	Decimal	km
travel_agent_count	Amenities	No of Travel agent in a grid	Decimal	Numeric
travel_agent_distance	Amenities	Distance of the nearest Travel agent from a grid	Decimal	km
wholesaler_count	Amenities	No of Wholesaler in a grid	Decimal	Numeric
wholesaler_distance	Amenities	Distance of the nearest Wholesaler stop from a grid	Decimal	km

Pincode Trends

Feature	Data Category	Description	Type	Unit
city	Location Details	Name of the city	String	None
district	Location Details	Name of the district	String	None
pincode	Location Details	Number of the Pincode	String	None
pincode_category	Location Details	Name of the Pincode category	String	Metro/Urban/Semi Urban/Rural
state	Location Details	Name of the state	String	None
pincode_shape	Geospatial Data	Shape of the Pincode is a series of Latitude and Longitude	GeoJson Object	Json dictionary
average_ticket_size__country_level	Expenditure	Average Transaction amount relative to the Country	Categorical	Very High/High/Moderate/Low/Very Low
average_ticket_size_state_level	Expenditure	Average Transaction amount relative to the State	Categorical	Very High/High/Moderate/Low/Very Low
commercial_activity_country_level	Expenditure	Range of Commercial Acitivity relative to the Country	Categorical	Very High/High/Moderate/Low/Very Low
commercial_activity_state_level	Expenditure	Range of Commercial Acitivity relative to the State	Categorical	Very High/High/Moderate/Low/Very Low
digitization_index_country_level	Expenditure	Digitization Index reflects the amount of digital Transaction relative to Pan india	Categorical	Very High/High/Moderate/Low/Very Low
digitization_index_state_level	Expenditure	Digitization Index reflects the amount of digital Transaction relative to State	Decimal	Percentage (%)
economic_activity_country_level	Expenditure	Range of Economic Acitivity relative to the Country	Categorical	Very High/High/Moderate/Low/Very Low
economic_activity_state_level	Expenditure	Range of Economic Acitivity relative to the State	Categorical	Very High/High/Moderate/Low/Very Low
growth_in_digitization_index	Expenditure	Growth in Digitization Index reflects the increment of the digital Transactions	Decimal	INR
total_spends	Expenditure	Total amount of transactions	Categorical	Very High/High/Moderate/Low/Very Low
high_delinquency	Lending	% of loans not reimbursed within 120 day period	Decimal	Percentage (%)
high_risk_area_state_level	Lending	Range of High Risk Area based on the number of High Risk Grid in a pincode (relative to the Country)	Categorical	Very High/High/Moderate/Low/Very Low
high_risk_area_state_level	Lending	Range of High Risk Area based on the number of High Risk Grid in a pincode (relative to the State)	Categorical	Very High/High/Moderate/Low/Very Low
lending_activity_country_level	Lending	Loan related Acitvity related to the Country	Categorical	Very High/High/Moderate/Low/Very Low
lending_activity_state_level	Lending	Loan related Acitvity related to the State	Categorical	Very High/High/Moderate/Low/Very Low
lending_activity_value	Lending	Loan related Acitvity Value	Categorical	INR
low_risk_area_state_level	Lending	Range of Low Risk Area based on the number of Low Risk Grid in a pincode (relative to the Country)	Categorical	Very High/High/Moderate/Low/Very Low
low_risk_area_state_level	Lending	Range of Low Risk Area based on the number of Low Risk Grid in a pincode (relative to the State)	Categorical	Very High/High/Moderate/Low/Very Low
mid_delinquency	Lending	% of loans reimbursed within 120 day period	Decimal	Percentage (%)
non_delinquency	Lending	% of loans reimbursed within 90 day period	Decimal	Percentage (%)
building_density%	Area Type	No of Buildings per 1000 population	Decimal	Percentage (%)
high_density_market_area%	Area Type	Percentage value of High Density Market Area	Decimal	Percentage (%)
high_density_office area%	Area Type	Percentage value of High Density Office Area	Decimal	Percentage (%)
affluence_country_level	Demographic	Avg rental price (category) for a 2 BHK relative to Country	Categorical	Very High/High/Moderate/Low/Very Low
affluence_state_level	Demographic	Avg rental price (category) for a 2 BHK relative to State	Categorical	Very High/High/Moderate/Low/Very Low
area	Demographic	Area size of the Pincode	Decimal	Numeric
hig%	Demographic	Percentage value of High Income Group	Decimal	Percentage
households_count	Demographic	Total number of Households in the Pincode	Decimal	Numeric
income_type_country_level	Demographic	Overall monthly income type (relative to the Country)	Categorical	High/Medium/Low
income_type_state_level	Demographic	Overall monthly income type (relative to the State)	Categorical	Very High/High/Moderate/Low/Very Low
lig%	Demographic	Percentage value of Low Income Group	Decimal	Percentage
mig%	Demographic	Percentage value of Medium Income Group	Decimal	Percentage
population	Demographic	Total population of the Pincode	Decimal	Numeric
airport_count	Amenities	No of Airport in the pincode	Decimal	Numeric
airportdensity	Amenities	No of Airport in the pincode (per 1000 population)	Decimal	Numeric
apartment_complex_count	Amenities	No of Apartment complex in the pincode	Decimal	Numeric
apartment_complex_density	Amenities	No of Apartment complex in the pincode (per 1000 population)	Decimal	Numeric
atm_count	Amenities	No of ATM in the pincode	Decimal	Numeric
atm_density	Amenities	No of ATM in the pincode (per 1000 population)	Decimal	Numeric
auto_store_count	Amenities	No of Auto store in the pincode	Decimal	Numeric
auto_store_density	Amenities	No of Auto store in the pincode (per 1000 population)	Decimal	Numeric
bank_count	Amenities	No of Bank in the pincode	Decimal	Numeric
bank_density	Amenities	No of Bank in the pincode (per 1000 population)	Decimal	Numeric
bc_agent_count	Amenities	No of BC agent in the pincode	Decimal	Numeric
bc_agent_density	Amenities	No of BC agent in the pincode (per 1000 population)	Decimal	Numeric
beauty_parlour_count	Amenities	No of Beauty Parlour in the pincode	Decimal	Numeric
beauty_parlour_density	Amenities	No of Beauty Parlour in the pincode (per 1000 population)	Decimal	Numeric
cafe_count	Amenities	No of Cafe in the pincode	Decimal	Numeric
cafe_density	Amenities	No of Cafe in the pincode (per 1000 population)	Decimal	Numeric
clinic_count	Amenities	No of Clinic in the pincode	Decimal	Numeric
clinic_density	Amenities	No of Clinic in the pincode (per 1000 population)	Decimal	Numeric
clothing_store_count	Amenities	No of Clothing store in the pincode	Decimal	Numeric
clothing_store_density	Amenities	No of Clothing store in the pincode (per 1000 population)	Decimal	Numeric
commercial_retail_count	Amenities	No of POIS in the Commercial-Retail sector	Decimal	Numeric
commercial_retail_density	Amenities	No of POIS in the Commercial-Retail sector (per 1000 population)	Decimal	Numeric
commercial_services_count	Amenities	No of POIS in the Commercial-Services sector	Decimal	Numeric
commercial_services_density	Amenities	No of POIS in the Commercial-Services sector (per 1000 population)	Decimal	Numeric
diagnostic_centre_count	Amenities	No of Diagnostic Centre in the pincode	Decimal	Numeric
diagnostic_centre_density	Amenities	No of Diagnostic Centre in the pincode (per 1000 population)	Decimal	Numeric
event_venue_count	Amenities	No of Event Venue in the pincode	Decimal	Numeric
event_venue_density	Amenities	No of Event Venue in the pincode (per 1000 population)	Decimal	Numeric
facility_count	Amenities	No of Facility in the pincode	Decimal	Numeric
facility_density	Amenities	No of Facility in the pincode (per 1000 population)	Decimal	Numeric
farmer_market_count	Amenities	No of Farmer Market in the pincode	Decimal	Numeric
farmer_market_density	Amenities	No of Farmer Market in the pincode (per 1000 population)	Decimal	Numeric
finance_count	Amenities	No of POIS in the Finance sector	Decimal	Numeric
finance_density	Amenities	No of POIS in the Finance sector (per 1000 population)	Decimal	Numeric
garage_count	Amenities	No of Garage in the pincode	Decimal	Numeric
garage_density	Amenities	No of Garage in the pincode (per 1000 population)	Decimal	Numeric
grocery_count	Amenities	No of Grocery in the pincode	Decimal	Numeric
grocery_density	Amenities	No of Grocery in the pincode (per 1000 population)	Decimal	Numeric
gym_count	Amenities	No of Gym in the pincode	Decimal	Numeric
gym_density	Amenities	No of Gym in the pincode (per 1000 population)	Decimal	Numeric
healthcare_count	Amenities	No of POIS in the Healthcare sector	Decimal	Numeric
healthcare_density	Amenities	No of POIS in the Healthcare sector (per 1000 population)	Decimal	Numeric
hospital_count	Amenities	No of Hospital in the pincode	Decimal	Numeric
hospital_density	Amenities	No of Hospital in the pincode (per 1000 population)	Decimal	Numeric
hospitality_count	Amenities	No of Hospitality in the pincode	Decimal	Numeric
hospitality_count	Amenities	No of POIS in the Hospitality sector	Decimal	Numeric
hospitality_density	Amenities	No of Hospitality in the pincode (per 1000 population)	Decimal	Numeric
hospitality_density	Amenities	No of POIS in the Hospitality sector (per 1000 population)	Decimal	Numeric
infrastructure_count	Amenities	No of POIS in the Infrustructure sector	Decimal	Numeric
infrastructure_density	Amenities	No of POIS in the Infrustructure sector (per 1000 population)	Decimal	Numeric
insurance_agent_count	Amenities	No of Insurance agent in the pincode	Decimal	Numeric
insurance_agent_density	Amenities	No of Insurance agent in the pincode (per 1000 population)	Decimal	Numeric
jewelry_store_count	Amenities	No of Jewelry store in the pincode	Decimal	Numeric
jewelry_store_density	Amenities	No of Jewelry store in the pincode (per 1000 population)	Decimal	Numeric
lic_agent_count	Amenities	No of LIC agent in the pincode	Decimal	Numeric
lic_agent_density	Amenities	No of LIC agent in the pincode (per 1000 population)	Decimal	Numeric
loan_agency_count	Amenities	No of Loan agency in the pincode	Decimal	Numeric
loan_agency_density	Amenities	No of Loan agency in the pincode (per 1000 population)	Decimal	Numeric
mall_count	Amenities	No of Mall in the pincode	Decimal	Numeric
mall_density	Amenities	No of Mall in the pincode (per 1000 population)	Decimal	Numeric
manufacturer_count	Amenities	No of Manufacturer in the pincode	Decimal	Numeric
manufacturer_density	Amenities	No of Manufacturer in the pincode (per 1000 population)	Decimal	Numeric
money_transfer_service_count	Amenities	No of Money transfer service in the pincode	Decimal	Numeric
money_transfer_service_density	Amenities	No of Money transfer service in the pincode (per 1000 population)	Decimal	Numeric
office_count	Amenities	No of Office in the pincode	Decimal	Numeric
office_density	Amenities	No of Office in the pincode (per 1000 population)	Decimal	Numeric
others_count	Amenities	No of Others in the pincode	Decimal	Numeric
others_count	Amenities	No of POIS in the Others sector	Decimal	Numeric
others_density	Amenities	No of Others in the pincode (per 1000 population)	Decimal	Numeric
others_density	Amenities	No of POIS in the Others sector (per 1000 population)	Decimal	Numeric
pet_store_count	Amenities	No of Pet store in the pincode	Decimal	Numeric
pet_store_density	Amenities	No of Pet store in the pincode (per 1000 population)	Decimal	Numeric
petrol_pump_count	Amenities	No of Petrol pump in the pincode	Decimal	Numeric
petrol_pump_density	Amenities	No of Petrol pump in the pincode (per 1000 population)	Decimal	Numeric
pharmacy_count	Amenities	No of Pharmacy in the pincode	Decimal	Numeric
pharmacy_density	Amenities	No of Pharmacy in the pincode (per 1000 population)	Decimal	Numeric
police_station_count	Amenities	No of Police station in the pincode	Decimal	Numeric
police_station_density	Amenities	No of Police station in the pincode (per 1000 population)	Decimal	Numeric
political_count	Amenities	No of Political in the pincode	Decimal	Numeric
political_density	Amenities	No of Political in the pincode (per 1000 population)	Decimal	Numeric
popular_attraction_count	Amenities	No of Popular attraction in the pincode	Decimal	Numeric
popular_attraction_density	Amenities	No of Popular attraction in the pincode (per 1000 population)	Decimal	Numeric
religious_count	Amenities	No of Religious in the pincode	Decimal	Numeric
religious_density	Amenities	No of Religious in the pincode (per 1000 population)	Decimal	Numeric
restaurant_count	Amenities	No of Restaurant in the pincode	Decimal	Numeric
restaurant_density	Amenities	No of Restaurant in the pincode (per 1000 population)	Decimal	Numeric
school_count	Amenities	No of School in the pincode	Decimal	Numeric
school_density	Amenities	No of School in the pincode (per 1000 population)	Decimal	Numeric
service_centre_count	Amenities	No of Service centre in the pincode	Decimal	Numeric
service_centre_density	Amenities	No of Service centre in the pincode (per 1000 population)	Decimal	Numeric
social_service_count	Amenities	No of Social service in the pincode	Decimal	Numeric
social_service_density	Amenities	No of Social service in the pincode (per 1000 population)	Decimal	Numeric
storage_count	Amenities	No of Storage in the pincode	Decimal	Numeric
storage_density	Amenities	No of Storage in the pincode (per 1000 population)	Decimal	Numeric
store_count	Amenities	No of Store in the pincode	Decimal	Numeric
store_density	Amenities	No of Store in the pincode (per 1000 population)	Decimal	Numeric
total_pois_count	Amenities	Total Number of POIS in the Pincode	Decimal	Numeric
total_pois_density	Amenities	Number of POIs per 1000 population	Decimal	Numeric
transit_count	Amenities	No of POIs in the Transist sector	Decimal	Numeric
transit_density	Amenities	No of POIs in the Transist sector (per 1000 population)	Decimal	Numeric
transport_stop_count	Amenities	No of Transport stop in the pincode	Decimal	Numeric
transport_stop_density	Amenities	No of Transport stop in the pincode (per 1000 population)	Decimal	Numeric
travel_agent_count	Amenities	No of Travel agent in the pincode	Decimal	Numeric
travel_agent_density	Amenities	No of Travel agent in the pincode (per 1000 population)	Decimal	Numeric
utilities_count	Amenities	No of POIS in the Utilities sector	Decimal	Numeric
utilities_density	Amenities	No of POIS in the Utilities sector (per 1000 population)	Decimal	Numeric
wholesaler_count	Amenities	No of Wholesaler in the pincode	Decimal	Numeric
wholesaler_density	Amenities	No of Wholesaler in the pincode (per 1000 population)	Decimal	Numeric

POI Features

Column Name	Column Description	Type
placeId	Unique & Persistent ID uniquely defining the POI	String
placeName	POI Name	String
brandedValue	Boolean Value indicates whether the POI is branded or not	Boolean
brandId	Unqiue & consistent ID of the brand associated with the POI	String
brandName	Indicates the brand name associated with the POI	List
phoneNumber	The phone number of the POI	String
streetAddress	Street address of the POI	String
pincode	The pin code of the POI	String
city	The city of the POI	String
state	The state of the POI	String
type	Label indicating the type of the POI	String
subType	Label indicating the sub-type of the POI	String
poiSector	The Sector associated with the POI	String
tags	The POI type tags associated with the POI	List
gridHash	Grid the POI is mapped to	String
geometry	The geometric shape and coordinated of the POI	Point Geometry

POI Sector Mapping

POI TYPE	Sector Name
airport	transport
apartment_complex	infrastructure
atm	financial_institution
auto_store	commercial_retail
bank	financial_institution
bc_agent	financial_agent
beauty_parlour	utilities
cafe	utilities
clinic	healthcare
clothing_store	commercial_retail
diagnostic_centre	healthcare
event_venue	others
facility	others
farmer_market	commercial_retail
garage	commercial_services
grocery	commercial_retail
gym	infrastructure
hospital	healthcare
hospitality	hospitality
insurance_agent	financial_agent
jewelry_store	commercial_retail
lic_agent	financial_agent
loan_agency	financial_agent
mall	infrastructure
manufacturer	commercial_retail
money_transfer_service	financial_agent
office	infrastructure
others	others
pet_store	commercial_retail
petrol_pump	infrastructure
pharmacy	commercial_retail
police_station	infrastructure
political	others
popular_attraction	others
religious	hospitality
restaurant	commercial_retail
school	infrastructure
service_centre	commercial_services
social_service	hospitality
storage	commercial_retail
store	commercial_retail
transport_stop	transport
travel_agent	commercial_services
wholesaler	commercial_retail