Kathmandu Living Labs/Secondary Cities Indore

Project Overview

Secondary Cities (2C) is a field-based initiative of the Office of the Geographer at the US Department of State to map for resiliency, human security, and emergency preparedness. Partnerships are built up to create geospatial capacity, enhance understanding through data and mapping, and enable science-based decision making. To learn more about the 2C project, click here .

The City of Indore covers an area of 275 square km and has an estimated population of 2.8 million people (2017 estimate). It is a rapidly growing city and is the most densely inhabited city in the State of Madhya Pradesh (10,000 people/square km). Over the past decade, Indore has emerged as the business and education capital of the state. The rapid urban development has led to increased pressure on public utilities, including healthcare. Based on our conversations with the local and state governments, local people, NGOs, and universities it is clear that Indore faces tough challenges in managing its large population, and ensuring access to municipal services across the city. There is a pressing need to make updated spatial data available in the public domain and to assist the local government in measuring healthcare outreach to poorer sections of the society.

Project Partners

Kathmandu Living Labs is the regional project lead and they work in conjunction withAcropolis Group of Institutions (local implementation partner) on the ground. Technical guidance comes from the American Association of Geographersand Colorado State University.

Goals

2C Indore focuses on creating publicly accessible GIS databases of healthcare infrastructure and health risk zones in the Indore municipality. This project aims to improve access to health services for the urban poor and help fight the tide of malaria and other vector-borne illnesses through the creation of geo-referenced human geography data in Indore.

Timeframe

The project kicked off on the 1st of January, 2019 and ended on the 31st of December, 2019.

Collected Attributes

The primary attributes are the major defining characteristics of any physical feature. Secondary attributes are the additional information that can help to understand primary attributes more clearly. For example, Hospital is a primary attribute where its phone number, address, opening hours, etc. are its secondary attributes.

Primary Attributes

I. Health Facilities

a. Public Hospitals

b. Private Hospitals

c. Veterinary Hospitals

d. Dentists

e. Clinics

f. Pharmacy

g. Laboratories

h. AYUSH Centers

i. Anganwadis

j. Blood Bank

II. Public Facilities

a. Public Schools

b. Private Schools

c. Public Washrooms

d. Public Dustbins

e. ATMs

f. Fuel Stations

g. Bus Stops

h. Parks and Playgrounds

Taggings Used

For tagging different types of amenities under health facilities category:

Key	Value	Element	Description
amenity	hospital		Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
amenity	clinic		Private health service providers run by a doctor or a group of doctors.
amenity	pharmacy		Pharmacies are the health facilities where selling of drugs related to health sciences are done.
amenity	dentist		This health facility deals with diseases and conditions related to the oral cavity.
amenity	veterinary		This health facility deals with treatment related to animals.
healthcare	blood_bank		The health facility where blood is stored.
healthcare	laboratory		Laboratories are responsible for clinical pathology or radiology tests on clinical specimens to obtain information from the sample.

AYUSH centers are related to Ayurvedic/ Yoga/ Unani/ Siddha/ and homeopathy treatment. For AYUSH health care centers, we use:

Key	Value
amenity	hospital
hospital:type	ayush

For Anganwadi, we use:

Key	Value
amenity	social_facility
social_facility:for	child

Management Type of Health Facilities

Key	Value	Description
operator:type	government	These types of health facilities are run by the government.
operator:type	private	These types of health facilities are run by private groups.

Public Hospitals

Primary Health Centers

Key	Value	Description
amenity	hospital	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
hospital:type	primary	Category of the hospital; generally smaller than the secondary and tertiary category.
operator:type	government	This type of facility is run by the government.
name	name of the hospital	Name of the hospital.
name:hi	name of the hospital in hindi	Hindi name of the hospital.
phone	number	Active phone number of the hospital.
website	website	Website of the hospital.
email	email address	The email address of the hospital.
opening_hours	Opening hours of the hospital	The opening hours of the hospital.
addr:city	Indore	Name of the city where the hospital is located.
addr:street	Street name	Name of the street where the hospital is located.
addr:housenumber	number	House number of the hospital.
personnel:count	number	The total number of staff working in the hospital.
capacity:beds	number	Beds capacity of the hospital.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.
affiliation	ASHA/ Integrated Child Development Services/Structure under IMC/ MAS	Affiliation of the hospital.
facility:opd	yes/no	Is the OPD service available or not?
facility:ipd	yes/no	Is the IPD service available or not?
facility:radiology_labs	yes/no	Is the radiology service available or not?
facility:pathology_labs	yes/no	Is the pathology service available or not?

Secondary Health Care Centers

Key	Value	Description
amenity	hospital	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
hospital:type	secondary	Category of the hospital; provides more specialized services than primary but less specialized than tertiary category.
operator:type	government	This type of facility is run by the government.
name	Name of the hospital	Name of the hospital.
name:hi	Name of the hospital in Hindi	Hindi name of the hospital.
phone	number	Active phone number of the hospital.
website	website	Website of the hospital.
email	email address	The email address of the hospital.
opening_hours	opening hours of the hospital	The opening hours of the hospital.
addr:city	Indore	Name of the city where the hospital is located.
addr:street	Street name	Name of the street where the hospital is located.
addr:housenumber	number	House number of the hospital.
personnel:count	number	The total number of staff working in the hospital.
capacity:beds	number	Beds capacity of the hospital.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.
facility:operating_theater	yes/no	Availability of operation theater or not?
facility:opd	yes/no	Is the OPD service available or not?
facility:ipd	yes/no	Is the IPD service available or not?
facility:radiology_labs	yes/no	Is the radiology service available or not?
facility:pathology_labs	yes/no	Is the pathology service available or not?
facility:ambulance	yes/no	Does the hospital provide ambulance service?
facility:ventilator	yes/no	Is the ventilator service available?
facility:delivery	c-section/normal	The available procedure for delivery.
facility:blood_bank	yes/no	Availability of blood bank or not?
healthcare:speciality	general/ audiologist/allergist/ anesthesiologist /cardiologist/ dentist/ dermatologist/ endocrinologist/ epidemiologist/ gynecologist/ immunologist/ infectious_disease_specialist/ internal_medicine_specialist/ medical_geneticist/ microbiologist/ neonatologist/ neurologist/ obstetrician/ oncologist/ orthopedic/ ophthalmologist/ ent/ specialist_pediatrician/ physiologist/ plastic_surgeon/ laparoscopic/ podiatrist/ psychiatrist/ radiologist/ rheumatologist/ urologist	Special facilities in the hospital.

Tertiary Health Care Centers

Key	Value	Description
amenity	hospital	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
hospital:type	tertiary	Category of the hospital; provides more specialized services than primary and secondary categories.
operator:type	government	This type of facility is run by the government.
name	Name of the hospital	Name of the hospital.
name:hi	Name of the hospital in Hindi	Hindi name of the hospital.
phone	number	Active phone number of the hospital.
website	website	Website of the hospital.
email	email address	The email address of the hospital.
opening_hours	opening hours of the hospital	The opening hours of the hospital.
addr:city	Indore	Name of the city where the hospital is located.
addr:street	Street name	Name of the street where the hospital is located.
addr:housenumber	number	House number of the hospital.
personnel:count	number	The total number of staff working in the hospital.
capacity:beds	number	Beds capacity of the hospital.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.
facility:operating_theater	yes/no	Availability of operation theater or not?
facility:opd	yes/no	Is the OPD service available or not?
facility:ipd	yes/no	Is the IPD service available or not?
facility:radiology_labs	yes/no	Is the radiology service available or not?
facility:pathology_labs	yes/no	Is the pathology service available or not?
facility:ambulance	yes/no	Does the hospital provide ambulance service?
facility:ventilator	yes/no	Is the ventilator service available?
facility:delivery	c-section/normal	The available procedure for delivery.
facility:blood_bank	yes/no	Availability of blood bank or not?
healthcare:speciality	general/ audiologist/allergist/ anesthesiologist /cardiologist/ dentist/ dermatologist/ endocrinologist/ epidemiologist/ gynecologist/ immunologist/ infectious_disease_specialist/ internal_medicine_specialist/ medical_geneticist/ microbiologist/ neonatologist/ neurologist/ obstetrician/ oncologist/ orthopedic/ ophthalmologist/ ent/ specialist_pediatrician/ physiologist/ plastic_surgeon/ laparoscopic/ podiatrist/ psychiatrist/ radiologist/ rheumatologist/ urologist	Special facilities in the hospital.

Private Hospitals

Key	Value	Description
amenity	hospital	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
operator:type	private	This type of facility is run by the private group.
name	name of the hospital	Name of the hospital.
name:hi	name of the hospital in hindi	Hindi name of the hospital.
phone	number	Active phone number of the hospital.
website	website	Website of the hospital.
email	email address	The email address of the hospital.
opening_hours	opening hours of the hospital	The opening hours of the hospital.
addr:city	Indore	Name of the city where the hospital is located.
addr:street	Street name	Name of the street where the hospital is located.
addr:housenumber	number	House number of the hospital.
personnel:count	number	The total number of staff working in the hospital.
capacity:beds	number	Beds capacity of the hospital.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.
facility:operating_theater	yes/no	Availability of operation theater or not?
facility:opd	yes/no	Is the OPD service available or not?
facility:ipd	yes/no	Is the IPD service available or not?
facility:radiology_labs	yes/no	Is the radiology service available or not?
facility:pathology_labs	yes/no	Is the pathology service available or not?
facility:ambulance	yes/no	Does the hospital provide ambulance service?
facility:ventilator	yes/no	Is the ventilator service available?
facility:delivery	c-section/normal	The available procedure for delivery.
facility:blood_bank	yes/no	Availability of blood bank or not?
healthcare:speciality	general/ audiologist/allergist/ anesthesiologist /cardiologist/ dentist/ dermatologist/ endocrinologist/ epidemiologist/ gynecologist/ immunologist/ infectious_disease_specialist/ internal_medicine_specialist/ medical_geneticist/ microbiologist/ neonatologist/ neurologist/ obstetrician/ oncologist/ orthopedic/ ophthalmologist/ ent/ specialist_pediatrician/ physiologist/ plastic_surgeon/ laparoscopic/ podiatrist/ psychiatrist/ radiologist/ rheumatologist/ urologist	Special facilities in the hospital.

Clinics

Key	Value	Description
amenity	clinic	Private health service providers run by a doctor or a group of doctors.
operator:type	private	This type of facility is run by the private group.
name	name of the clinic	Name of the clinic.
name:hi	name of the clinic hindi	Hindi name of the clinic.
phone	number	Active phone number of the clinic.
website	website	Website of the clinic.
email	email address	The email address of the clinic.
opening_hours	opening hours of the clinic	The opening hours of the clinic.
personnel:count	number	The total number of staff working in the clinic.
capacity:beds	number	Beds capacity of the clinic.
healthcare:speciality	general/ audiologist/allergist/ anesthesiologist /cardiologist/ dentist/ dermatologist/ endocrinologist/ epidemiologist/ gynecologist/ immunologist/ infectious_disease_specialist/ internal_medicine_specialist/ medical_geneticist/ microbiologist/ neonatologist/ neurologist/ obstetrician/ oncologist/ orthopedic/ ophthalmologist/ ent/ specialist_pediatrician/ physiologist/ plastic_surgeon/ laparoscopic/ podiatrist/ psychiatrist/ radiologist/ rheumatologist/ urologist	Special facilities in the hospital.
addr:city	Indore	Name of the city where the clinic is located.
addr:street	street name	Name of the street where the clinic is located.
addr:housenumber	number	House number of the clinic.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Pharmacy

Key	Value	Description
amenity	pharmacy	Pharmacies are the health facilities where selling of drugs related to health sciences are done.
name	name of the pharmacy	Name of the pharmacy.
name:hi	name of the pharmacy in hindi	Hindi name of the pharmacy.
phone	number	Active phone number of the pharmacy.
website	website	Website of the pharmacy.
email	email address	The email address of the pharmacy.
opening_hours	opening hours of the pharmacy	The opening hours of the pharmacy.
addr:city	Indore	Name of the city where the pharmacy is located.
addr:street	street name	Name of the street where the pharmacy is located.
addr:housenumber	number	House number of the pharmacy.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Dentists

Key	Value	Description
amenity	dentist	Pharmacies are the health facilities where selling of drugs related to health sciences are done.
name	name of the dentist	Name of the dentist.
name:hi	name of the dentist in hindi	Hindi name of the dentist.
phone	number	Active phone number of the dentist.
website	website	Website of the dentist.
email	email address	The email address of the dentist.
personnel:count	number	The total number of staff working in the dentist.
capacity:beds	number	The bed capacity of the dentist.
opening_hours	Time from opening to closing of the dentist	The opening hours of the dentist.
addr:city	Indore	Name of the city where the dentist is located.
addr:street	street name	Name of the street where the dentist is located.
addr:housenumber	number	House number of the dentist.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

AYUSH Health Care Centers

Key	Value	Description
amenity	hospital	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
hospital:type	ayush	Ayush centers are related to Ayurvedic, Yoga, Unani, Siddha, and Homeopathy treatment.
name	name of the AYUSH center	Name of the AYUSH center.
name:hi	name of the AYUSH center in hindi	Hindi name of the AYUSH center.
phone	number	Active phone number of the AYUSH center.
website	website	Website of the AYUSH center.
email	email address	The email address of the AYUSH center.
personnel:count	number	The total number of staff working in the AYUSH center.
capacity:beds	number	The bed capacity of the AYUSH center.
opening_hours	time from opening to closing of the AYUSH center	The opening hours of the AYUSH center.
facility:ayurveda	yes/no	Availability of ayurveda facility or not?
facility:yoga	yes/no	Availability of yoga facility or not?
facility:naturopathy	yes/no	Availability of naturopath facility or not?
facility:unani	yes/no	Availability of unani facility or not?
facility:siddha	yes/no	Availability of siddhafacility or not?
facility:homeopathy	yes/no	Availability of homeopathy facility or not?
addr:city	Indore	Name of the city where the AYUSH center is located.
addr:street	street name	Name of the street where the AYUSH center is located.
addr:housenumber	number	House number of the AYUSH center.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Laboratory

Key	Value	Description
healthcare	laboratory	Largest units in terms of health service providers and services range from normal to specialized treatments from skilled manpower.
name	name of the laboratory	Name of the laboratory.
name:hi	name of the laboratory in hindi	Hindi name of the laboratory.
phone	number	Active phone number of the laboratory.
website	website	Website of the laboratory.
email	email address	The email address of the laboratory.
opening_hours	time from opening to closing of the laboratory	The opening hours of the laboratory.
facility:blood_test	yes/no	Is blood test available in the lab?
facility:urine_test	yes/no	Is urine tested on the lab?
facility:stool_test	yes/no	Is stool tested on the lab?
facility:sonography	yes/no	Is sonography done on the lab?
facility:ct_scan	yes/no	Is ct_scan done on the lab?
collection_centre	yes/no	Is it a collection centre or not?
testing_centres	yes/no	Is it a testing centre or not?
facility:xray	yes/no	Is X-ray done on the lab?
addr:city	Indore	Name of the city where the laboratory is located.
addr:street	street name	Name of the street where the laboratory is located.
addr:housenumber	number	House number of the laboratory.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Anganwadi

Key	Value	Description
amenity	social_facility	A social facility is any place where social services are conducted.
social_facility:for	child	Services related to child are provided here.
operator:type	public/private	Is it operated by private or public group?
name	name of the anganwadi	Name of the anganwadi.
name:hi	name of the anganwadi in hindi	Hindi name of the anganwadi.
phone	number	Active phone number of the anganwadi.
website	website	Website of the anganwadi.
email	email address	The email address of the anganwadi.
opening_hours	time from opening to closing of the anganwadi	The opening hours of the anganwadi.
addr:city	Indore	Name of the city where the anganwadi is located.
addr:street	street name	Name of the street where the anganwadi is located.
addr:housenumber	number	House number of the anganwadi.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Blood Bank

Key	Value	Description
healthcare	blood_bank	Storage of blood is done in blood bank.
operator:type	public/private	Is it operated by private or public group?
name	name of the anganwadi	Name of the blood bank.
name:hi	name of the blood bank in hindi	Hindi name of the blood bank.
phone	number	Active phone number of the blood bank.
website	website	Website of the blood bank.
email	email address	The email address of the blood bank.
opening_hours	time from opening to closing of the blood bank	The opening hours of the blood bank.
facility:transfusion	yes/no	Is transfusion facility available or not?
facility:platelets	yes/no	Is platelets facility available in the blood bank?
facility:blood_packs	yes/no	Availability of blood packs?
addr:city	Indore	Name of the city where the blood bank is located.
addr:street	street name	Name of the street where the blood bank is located.
addr:housenumber	number	House number of the blood bank.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Mental and Rehabilitation Centers

Key	Value	Description
amenity	social_facility	A social facility is any place where social services are conducted.
social_facility:for	mental_health	People with mental health problems are served here.
operator:type	public/private	Is it operated by private or public group?
name	name of the anganwadi	Name of the blood bank.
name:hi	name of the facility in hindi	Hindi name of the facility.
phone	number	Active phone number of the facility.
website	website	Website of the facility.
email	email address	The email address of the facility.
opening_hours	time from opening to closing of the facility	The opening hours of the facility.
facility:rehabilitation	yes/no	Availability of rehabilitation service?
facility:psychotherapy	yes/no	Availability of psychotherapy service?
facility:psychiatry	yes/no	Availability of psychiatry service?
facility:trauma	yes/no	Availability of trauma service?
facility: de_addiction	Availability of de_addiction service?
addr:city	Indore	Name of the city where the facility is located.
addr:street	street name	Name of the street where the facility is located.
addr:housenumber	number	House number of the facility.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Veterinary

Key	Value	Description
amenity	veterinary	This health facility deals with treatment related to animals.
operator:type	public/private	Is it operated by private or public group?
name	name of the facility	Name of the facility.
name:hi	name of the facility in hindi	Hindi name of the facility.
phone	number	Active phone number of the facility.
website	website	Website of the facility.
email	email address	The email address of the facility.
opening_hours	time from opening to closing of the facility	The opening hours of the facility.
addr:city	Indore	Name of the city where the veterinary is located.
addr:street	street name	Name of the street where the veterinary is located.
addr:housenumber	number	House number of the veterinary.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

For tagging different types of amenities under public facilities category:

Public School

Key	Value	Description
amenity	school	This facility deals with educating people.
operator:type	public	This type of facility is run by the government.
name	name of the school	Name of the school.
name:hi	name of the schoolin hindi	Hindi name of the school.
phone	number	Active phone number of the school.
website	website	Website of the school.
email	email address	The email address of the school.
opening_hours	opening hours of the school	The opening hours of the school.
personnel:count	number	The total number of staff working in the school.
student:count	number	Number of students studying in the school.
isced_level	0-4	Level of school( Primary, Secondary, Lower Secondary, Pre school, Higher Secondary)
toilet:male	yes/no	Availability of male toilet in school or not?
toilet:female	yes/no	Availability of male toilet in school or not?
facility:computer_lab	yes/no	Availability of computer lab in the school ?
facility:science_lab	yes/no	Availability of science lab in the school ?
facility:playground	yes/no	Availability of playground in the school?
facility:library	yes/no	Availability of library in the school ?
facility:clinic	yes/no	Availability of clinic in the school ?
facility:doctor_on_call	yes/no	Availability of doctor on call in the school ?
addr:city	Indore	Name of the city where the school is located.
addr:street	Street name	Name of the street where the school is located.
addr:housenumber	number	House number of the school.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Private School

Key	Value	Description
amenity	school	This facility deals with educating people.
operator:type	private	This type of facility is run by the private group.
name	name of the school	Name of the school.
name:hi	name of the school in hindi	Hindi name of the school.
phone	number	Active phone number of the school.
website	website	Website of the school.
email	email address	The email address of the school.
opening_hours	opening hours of the school	The opening hours of the school.
personnel:count	number	The total number of staff working in the school.
student:count	number	Number of students studying in the school.
isced_level	0-4	Level of school( Primary, Secondary, Lower Secondary, Pre school, Higher Secondary)
toilet:male	yes/no	Availability of male toilet in school or not?
toilet:female	yes/no	Availability of male toilet in school or not?
facility:computer_lab	yes/no	Availability of computer lab in the school ?
facility:science_lab	yes/no	Availability of science lab in the school ?
facility:playground	yes/no	Availability of playground in the school?
facility:library	yes/no	Availability of library in the school ?
facility:clinic	yes/no	Availability of clinic in the school ?
facility:doctor_on_call	yes/no	Availability of doctor on call in the school ?
affiliation	CBSE/MPBOARD/ICSE	To which board is the school associated to?
affiliation:number	number	Affiliation number.
average_fee:amount	number	Average fee of the school.
addr:city	Indore	Name of the city where the school is located.
addr:street	Street name	Name of the street where the school is located.
addr:housenumber	number	House number of the school.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Public Washroom

Key	Value	Description
amenity	toilet	Toilets are sanitation facilities that allow the safe and convenient urination and defecation.
name	name of the facility	Name of the facility.
name:hi	name of the facility in hindi	Hindi name of the facility.
cleaning_schedule	daily/weekly/monthly	How often is the toilet is cleaned?
staff_on_site	yes/no	Is staff assigned for the toilet?
fee	yes/no	Is it free or not to use the toilet?
male	yes/no	Does the toilet facilitate separate male toilet?
female	yes/no	Does the toilet facilitate separate female toilet?
facility:water_supply	yes/no/irregular	Is water supply available in the facility?
addr:city	Indore	Name of the city where the washroom is located.
addr:street	Street name	Name of the street where the washroom is located.
addr:housenumber	number	House number of the school.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

ATM

Key	Value	Description
amenity	atm	Automated Teller Machine.
operator	text	Name of the bank.
name	name of the facility	Name of the facility.
name:hi	name of the facility in hindi	Hindi name of the facility.
machine:numbers	number	Number of machines in the booth.
barrier:personnel	yes/no	Availability of security guard in the booth.
cash:withdrawl_limit	number	Withdrawl limit in Indian Rupees.
addr:city	Indore	Name of the city where the ATM is located.
addr:street	Street name	Name of the street where the ATM is located.
addr:housenumber	number	House number of the ATM.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Dustbins

Key	Value	Description
amenity	waste_basket	Dustbins.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Recycling

Key	Value	Description
amenity	recycling	Recycling Center.
recycling_type	container	Container.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Parks

Key	Value	Description
leisure	park	A park is an open space for recreational purposes inside city.
name	name of the park	Name of the park.
name:hi	name of the park in hindi	Hindi name of the park.
facility:yoga_center	yes/no	Is yoga center available in the park?
facility:benches	yes/no	Is bench available in the park?
facility:jogging_tracks	yes/no	Is jogging tracks available in the park?
facility:toilets	yes/no	Is toilet available in the park?
facility:swings	yes/no	Is swings available in the park?
facility:waste_basket	yes/no	Is dustbins available in the park?
facility:acupressure_machines	yes/no	Is acupressure machine available in the park?
addr:city	Indore	Name of the city where the park is located.
addr:street	Street name	Name of the street where the park is located.
addr:housenumber	number	House number of the park.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Fuel Station

Key	Value	Description
amenity	fuel	A retail type facility where motor vehicles are refueled.
name	name of the fuel station	Name of the fuel station.
name:hi	name of the fuel station in hindi	Hindi name of the fuel station.
phone	number	Phone number of the fuel station.
personnel:count	number	Number of people working in the fuel station.
opening_hours	opening hours of the station	How long does the fuel station opens up?
operator:type	HP/Bharat_Petroleum/Indian_Oil/Reliance/Essar	Who operates the fuel station?
fuel:petrol	yes/no	Is petrol available in the station?
fuel:diesel	yes/no	Is diesel available in the station?
fuel:nitrogen_filling	yes/no	Is nitrogen available in the station?
fuel:cng_gas	yes/no	Is CNG gas available in the station?
facility:air_filling	yes/no	Is air filling facility available in the station?
facility:mechanic	yes/no	Is mechanic available in the station?
addr:city	Indore	Name of the city where the fuel station is located.
addr:street	Street name	Name of the street where the fuel station is located.
addr:housenumber	number	House number of the fuel station.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Bus Stop

Key	Value	Description
highway	bus_stop	Bus stops on the highway.
name	text	Name of the bus stop.
name:hi	text	Hindi name of the bus stop.
connectivity	local/intercirt/interstate	Type of routes the bus stop connects to.
route_number	integer	Route number of the highway in which bus stop lies.
addr:city	Indore	Name of the city where the bus stop is located.
addr:street	Street name	Name of the street where the bus stop is located.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Indore Municipal Corporation (IMC) ZOnal Office

Key	Value	Description
office	government	Government Offices.
name	text	Name of the IMC Zonal Office.
name:hi	text	Hindi name of the IMC Zonal Office.
personnel:count	integer	Number of staff working in the office.
phone	number	Active phone number of the office.
website	website	Website of the office.
email	email address	Email Address of the office.
opening_hours	Time from opening to closing of the office	The opening hours of the office.
addr:city	Indore	Name of the city where the office is located.
addr:street	Street name	Name of the street where the office is located.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

HMO Office

Key	Value	Description
office	government	Government Offices.
name	text	Name of the HMO Office.
name:hi	text	Hindi name of the HMO Office.
personnel:count	integer	Number of staff working in the office.
phone	number	Active phone number of the office.
website	website	Website of the office.
email	email address	Email Address of the office.
opening_hours	Time from opening to closing of the office	The opening hours of the office.
addr:city	Indore	Name of the city where the HMO office is located.
addr:street	Street name	Name of the street where the HMO office is located.
source	2C_Indore Field Survey 2019	Source of the data collected in the field.

Results

The following are the final numbers of features collected in the field and mapped in OpenStreetMap.

Amenities	POIs Collected	Public Hospitals	22
Veterinary Hospitals	18
Private Hospitals	175
Private Clinics	858
Dental Clinics	235
Pharmacies	824
Laboratories	110
Anganwadis	175
AYUSH Centers	91
Public Schools	141
Private Schools	94
Public Washrooms	357
Public Wastebins	964
ATMs	590
Fuel Stations	70
Bus Stops	87
Parks and Playgrounds	527

Total Building Traced	304733
Total Distance covered on field	4300 km

Contact Details

You can contact the team through User:Gaurav Thapa, Regional Project Manager.
You can contact User:Aditya Awasthi and User:Devansh Jain, Local Project Manager of the project.
Other mappers active in this project are: User:Manoj Thapa,User:Ro Sun, User: Rabin Ojha, User: Aastha Hurkat,User: BhaveshR, User:anantjain, User:Atharv, User:booklover21, User:Lavish56sharma, User:ShivamG, User: Simrann, User:VaibhaviM, User:Autumn spring and User: Demonstrate Man.

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