# Data Catalogue

## #

Grid TrendsFeature | 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 (%) |

marketarea% | Demographic | Percentage value of Market Area | Decimal | Percentage (%) |

MIG_% | Demographic | Percentage value of Medium Income Group | Decimal | Percentage (%) |

officearea% | Demographic | Percentage value of Office Area | Decimal | Percentage (%) |

residential_area% | Demographic | Percentage value of Residential Area | Decimal | Percentage (%) |

location_risk_label | Finance | Overall risk label of that grid | Categorical | High/Medium/Low |

locationrisk(high%) | Finance | Percentage value of High risk of that grid | Decimal | Percentage (%) |

locationrisk(low%) | Finance | Percentage value of Low risk of that grid | Decimal | Percentage (%) |

locationrisk(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 side 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 side 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 side 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 side 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 side 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 side 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 side 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 side a grid | Decimal | Numeric |

cafe_distance | Amenities | Distance of the nearest Cafe from a grid | Decimal | km |

clinic_count | Amenities | No of Clinic in side 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 side 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 side 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 side 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 side 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 side 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 side a grid | Decimal | Numeric |

garage_distance | Amenities | Distance of the nearest Garage from a grid | Decimal | km |

grocery_count | Amenities | No of Grocery in side a grid | Decimal | Numeric |

grocery_distance | Amenities | Distance of the nearest Grocery from a grid | Decimal | km |

gym_count | Amenities | No of Gym in side a grid | Decimal | Numeric |

gym_distance | Amenities | Distance of the nearest Gym from a grid | Decimal | km |

hospital_count | Amenities | No of Hospital in side a grid | Decimal | Numeric |

hospital_distance | Amenities | Distance of the nearest Hospital from a grid | Decimal | km |

hospitality_count | Amenities | No of Hospitality in side a grid | Decimal | Numeric |

hospitality_distance | Amenities | Distance of the nearest Hospitality from a grid | Decimal | km |

household_count | Amenities | No of Household in side a grid | Decimal | Numeric |

insurance_agent_count | Amenities | No of Insurance agent in side 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 side 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 side 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 side 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 side a grid | Decimal | Numeric |

mall_distance | Amenities | Distance of the nearest Mall from a grid | Decimal | km |

manufacturer_count | Amenities | No of Manufacturer in side a grid | Decimal | Numeric |

manufacturer_distance | Amenities | Distance of the nearest Manufacturer from a grid | Decimal | km |

money_transfer_service_count | Amenities | No of Money transfer service in side a grid | Decimal | Numeric |

money_transfer_service_distance | Amenities | Distance of the nearest Money transfer service from a grid | Decimal | km |

office_count | Amenities | No of Household in side a grid | Decimal | Numeric |

office_count | Amenities | No of Office in side a grid | Decimal | Numeric |

office_distance | Amenities | Distance of the nearest Office from a grid | Decimal | km |

others_count | Amenities | No of Others in side 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 side 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 side 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 side 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 side 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 side 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 side 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 side a grid | Decimal | Numeric |

religious_distance | Amenities | Distance of the nearest Religious from a grid | Decimal | km |

restaurant_count | Amenities | No of Restaurant in side a grid | Decimal | Numeric |

restaurant_distance | Amenities | Distance of the nearest Restaurant from a grid | Decimal | km |

school_count | Amenities | No of School in side a grid | Decimal | Numeric |

school_count | Amenities | No of School in side 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 side 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 side 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 side a grid | Decimal | Numeric |

storage_distance | Amenities | Distance of the nearest Storage from a grid | Decimal | km |

store_count | Amenities | No of Store in side 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 side a grid | Decimal | Numeric |

total_pois_density | Amenities | Density of Total No of Pois in side a grid | Decimal | Numeric |

transit_counts | Amenities | No of Transport stop in side a grid | Decimal | Numeric |

transport_stop_count | Amenities | No of Transport stop in side 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 side 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 side a grid | Decimal | Numeric |

wholesaler_distance | Amenities | Distance of the nearest Wholesaler stop from a grid | Decimal | km |

## #

POI FeaturesColumn Name | Column Description | Type |
---|

<<<<<<< HEAD | 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

## #

Pincode Features======= | brand_id | Unqiue & consistent ID that matches to the brand if this belongs to any particular brand | String | | brand_name | Indicates the brand name(s) associated with | List | | branded_value | Boolean Value indicates whether its branded or not | Boolean | | category_tags | POI category_tags for more details. | List | | city | The city of the point of interest. | String | | geometry_type | The geometric shape associated with this POI | String | | grid_id | Grid the POI is mapped to | String | | latitude | Latitude coordinate of the place of interest. | Float | | longitude | Longitude coordinate of the place of interest. | Float | | phone_number | The phone number of this POI | String | | place_id | Unique & Persistent ID uniquely defining the POI | String | | place_name | POI Name | String | | postal_code | The postal code of the place of interest. | String | | region | The state, province or county of the place of interest. See region for more details. | String | | street_address | Street address of the place of interest. | String | | sub_category | Label Indicating the Sub Category of the POI | String | | top_category | Label indicating the Main Category of the POI | String |

## #

Pincode Trendsd38e01f140a6ee0f2446ed35ddec9f48a067ea02

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 (%) |

buildingdensity% | Area Type | No of Buildings per 1000 population | Decimal | Percentage (%) |

marketarea% | Area Type | Percentage value of Market Area | Decimal | Percentage (%) |

office area_% | Area Type | Percentage value of Office Area | Decimal | Percentage (%) |

residentialarea% | Area Type | Percentage value of Residential 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 Sector MappingPOI 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 |