Prarang: G2C

Prarang

Knowledge Webs

Samba AI Report

Date: October 22, 2025

Samba city, located in Jammu & Kashmir, has 2.6% of the state's population. It produces 5% of State's Potatoes production, 5% of State's Banana production, and 5% of State's Onion production. The nearest airport is Jammu Airport in Jammu, located 13 Km away.

Samba is the 699^th ranked city in population, out of 768 District Capitals (DHQs) of India. It is the capital of Samba District in Jammu and Kashmir State. Samba District is ranked 669^th in population and 706^th in area across India.

Out of 768 District Capitals/Districts of India, Samba is the 32^nd highest ranked in % of Household with Mobiles (%, Census 2011) . This indicates that economic condition of people in this district is better compared to people in other districts.

Samba is the 188^th highest ranked in Literacy (%, Census 2023)Estd out of 768 city/districts of India. This indicates a good ratio of educational institute to population.

Out of 768 District Capitals/Districts of India, Samba is the 189^th highest ranked in Sanctioned Police Force Number (NO, IPC 2020) . This implies that this district has a better police infrastructure compared to other districts.

% of Household with Mobiles (%, Census 2011)

% of Household with Mobiles (%, Census 2011)

Literacy (%, Census 2023)Estd

Literacy (%, Census 2023)Estd

Sanctioned Police Force Number (NO, IPC 2020)

Sanctioned Police Force Number (NO, IPC 2020)

Crime/1000 Pop (Ratio, NCRB 2022)

Crime/1000 Pop (Ratio, NCRB 2022)

City FB Users % of City Literate Population (%, FB 2025)

City FB Users % of City Literate Population (%, FB 2025)

Bank Deposit/Household (Lakhs, RBI SCB 2025)

Bank Deposit/Household (Lakhs, RBI SCB 2025)

# of Uninhabited Villages

# of Uninhabited Villages

Out of 768 District Capitals/Districts of India, Samba is the 48^th worst ranked in Crime/1000 Pop (Ratio, NCRB 2022) . This implies lesser effectiveness of law and order in this district compared to other districts.

The Average City FB Users % of City Literate Population (%, FB 2025) of Indian City (District Capitals)/Districts is 176. Samba is the 632^nd worst ranked City out of 768 City/Districts. This indicates lower facebook IDs in FB Advertising module for this town vis a vis other towns.

The Average Bank Deposit/Household (Lakhs, RBI SCB 2025) of Indian City (District Capitals)/Districts is 14. Samba is the 626^th worst ranked City out of 768 City/Districts. This implies that financial activities in this district are less compared to other districts.

Samba, # of Uninhabited Villages में 768 शहरों/जिलों में से 464^th सबसे खराब रैंक पर है। This indicates poor development in this district compared to other districts.

Samba City/District Metrics

Culture

Nature

Internet

Samba Nature Highlights

	Nature Metrics	% of India	Rank Out of 768	City / Districts Data
Ab. Prod (000' tonnes) Banana Production	Ab. Prod (000' tonnes) Banana Production	0.02%	18^th	6879
Number of Pony (20th Cattle Census)	Number of Pony (20th Cattle Census)	0.36%	46^th	8157
Number of Horse (20th Cattle Census)	Number of Horse (20th Cattle Census)	0.58%	48^th	8266
Number of Camel (20th Cattle Census)	Number of Camel (20th Cattle Census)	0.01%	108^th	3049
Ab. Prod (Lakh tonnes) Chickpea Production	Ab. Prod (Lakh tonnes) Chickpea Production	0.05%	117^th	2064
Ab. Prod (000' tonnes ) Potatoes Production	Ab. Prod (000' tonnes ) Potatoes Production	0.01%	123^rd	9797
Number of Mule (20th Cattle Census)	Number of Mule (20th Cattle Census)	0.06%	127^th	4126
Number of Sheep (20th Cattle Census)	Number of Sheep (20th Cattle Census)	0.06%	171^st	10729
Ab. Prod (000' Tonnes) Onion Production	Ab. Prod (000' Tonnes) Onion Production	0.02%	176^th	5944
Number of Donkey (20th Cattle Census)	Number of Donkey (20th Cattle Census)	0.05%	231^st	2006
Number of Total Poultry (20th Cattle Census)	Number of Total Poultry (20th Cattle Census)	0.04%	340^th	8931
Number of Bufflo (20th Cattle Census)	Number of Bufflo (20th Cattle Census)	0.03%	383^rd	9163
Number of Goat (20th Cattle Census)	Number of Goat (20th Cattle Census)	0.05%	431^st	3009
Number of Cattle (20th Cattle Census)	Number of Cattle (20th Cattle Census)	0.04%	497^th	10924
Number of Pig (20th Cattle Census)	Number of Pig (20th Cattle Census)	0.00%	553^rd	4009

Samba Culture message.info.Highlights

Sr.No	संस्कृति आंकड़े	गिनती (Counts)	नाम
Princely State	Princely State	1	Kashtwar

Airports

	नाम	City	IATA Code	Distance
Airport Name	Jammu Airport	Jammu	IXJ	13 Km

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	No of Nurses	3392	37^th	8333
2	No of Community Health Centers	9	86^th	6830
3	No of Hospital Beds	1470	154^th	10769
4	No of Doctors	1795	234^th	4003
5	No of Total Hospitals	61	238^th	2260
6	No of Primary Health Centers	48	289^th	6339

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Better than India Average

Sr.No	Fields	India Average	Rank out of 768	City / District Data
1	GDP per Capita ('000', RBI SCB 2023)	118	126^th	5394
2	% of Households with Cars (%, Census 2011)	4	169^th	1281
3	% of Household with Mobiles (%, Census 2011)	51	32^nd	9482
4	Bank Credit - Bank Debit/No. of banks (Crore, RBI SCB 2025)	23	238^th	2069
5	No. of Banks/1000 Household (in 1000, RBI SCB 2025)	1	101^st	10123
6	House Ownership % of Households (%, Census 2011)	86	67^th	8838

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Households with rented houses (No, Census 2011)	37627	108^th	6076
2	Number of Households without TV, Internet, Radio, Computer, Mobile, Landline (No, Census 2011)	57099	129^th	7301
3	Number of Households without Internet (No, Census 2011)	20983	211^th	9314
4	Number of Households with Owned houses (No, Census 2011)	280805	212^th	4744
5	Number of Households with Mobile only (No, Census 2011)	174173	241^st	4534
6	Number of Households with Internet (No, Census 2011)	10634	250^th	5809
7	Number of Banks (No, RBI SCB Q1 2025)	190	262^nd	5465
8	Number of Households with TV, Computer/Laptop, Telephone/mobile phone and Scooter/ Car (No, Census 2011)	15680	279^th	1805
9	Number of Households with means of Transport as Scooter/ Motorcycle/Moped (No, Census 2011)	69577	293^rd	6969
10	GDP (Crores. RBI SCB 2023)	27789	294^th	8364
11	Number of Households with Television (No, Census 2011)	157504	312^th	2341
12	Number of Households with means of Transport as Car/ Jeep/Van (No, Census 2011)	15572	325^th	3284
13	Bank Credit (Crore, RBI SCB Q1 2025)	24430	327^th	3249
14	Bank Deposits (Crore, RBI SCB Q1 2025)	30899	364^th	1864
15	Bank Deposit-Bank Loans (Crores, RBI SCB 2025)	5533	479^th	4243
16	Bank Loans/Household (Lakhs, RBI SCB 2025)	11	590^th	10099
17	Bank Deposit/Household (Lakhs, RBI SCB 2025)	14	626^th	8582

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Sex-Ratio (1000) (%, Census 2011)	949	96^th	5678
2	Population per sq. km. (Km, Census 2011)	1023	360^th	9789
3	Decadal Growth Rate (2011) (%, Census 2011)	19	385^th	10837

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	# of PG Enrolments - Engg (No, AISHE 2021)	193	57^th	10790
2	# of Enrolment in Private and Government Colleges (No, AISHE 2021)	39460	62^nd	1178
3	# of Colleges (No, AISHE 2021)	57	63^rd	7556
4	# of Diploma (No, AISHE 2021)	3658	64^th	2813
5	# of UG Enrolments - Engg (No, AISHE 2021)	3322	68^th	3988
6	# of ITIS seats (No, AISHE 2021)	4319	69^th	7140
7	# of Bachelor's Enrolment (No, AISHE 2021)	44296	74^th	3988
8	# of Population (0-18) (No, Census 2011)	136937	75^th	5634
9	# of Total Enrolments (No, AISHE 2021)	49523	76^th	4438
10	# of PG Enrolments - Arts (No, AISHE 2021)	1484	77^th	7578
11	# of UG Enrolments - Arts (No, AISHE 2021)	11775	78^th	3978
12	# of UG Enrolments - Law (No, AISHE 2021)	593	83^rd	5250
13	# of UG Diploma Enrolments (No, AISHE 2021)	334	89^th	6193
14	# of Master's Enrolment (No, AISHE 2021)	6788	97^th	9743
15	Population (18-24) (Number, 2023)	208496	99^th	1740
16	# of Higher Education Enrolments % of Pop (No, UDISE 2023)	2	101^st	6056
17	# of PG Enrolments - Management (No, AISHE 2021)	684	121^st	7625
18	# of UG Enrolments - Management (No, AISHE 2021)	759	121^st	3313
19	# of Ph.D Enrolments (No, AISHE 2021)	258	149^th	6936
20	# of No. of Schools (No, UDISE 2023)	1915	151^st	7159
21	# of UG Enrolments - Medical (No, AISHE 2021)	416	156^th	1371
22	# of UG Enrolments - Teaching (No, AISHE 2021)	1920	163^rd	3647
23	# of PG Enrolments - Commerce (No, AISHE 2021)	442	172^nd	7874
24	# of UG Enrolments - Commerce (No, AISHE 2021)	5042	179^th	2875
25	Gross Enrolment Ratio (GER) in Higher Education (18-23 Years) (No, AISHE 2021)	29	303^rd	3179

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Better than India Average

Sr.No	Fields	India Average	Rank out of 768	City / District Data
1	Sanctioned Police Force Number (NO, IPC 2020)	1416	189^th	2094
2	Crime/1000 Pop (Ratio, NCRB 2022)	1	48^th	8615

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Police Stations (NO, IPC 2020)	22	93^rd	3602
2	Number of Panchayats (Number , Census 2011)	745	300^th	7764
3	Number of Cyber Crimes (NO, NCRB 2022)	29	289^th	2068
4	Number of IPC Crimes (NO, NCRB 2022)	2654	328^th	5877
5	Number of Missing Persons (NO, NCRB 2022)	285	468^th	7924

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Internet Connections (No, TRAI June 2025)	423076	88^th	9201
2	English Speakers (Second Language + Third Language (No, Census 2011)	162759	156^th	2463
3	Urban Internet Pop/City Pop (%, TRAI June 2025)	146	171^st	10536
4	Number of Facebook Users. (Estimated Maximum)(No, September 2025)	149241	213^th	4102
5	Linkedin Audience Size(No, Linked in September, 2025)	147241	274^th	3592
6	City FB Users % of City Literate Population (%, FB 2025)	176	632^nd	8394

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Better than India Average

Sr.No	Fields	India Average	Rank out of 768	City / District Data
1	Literacy (%, Census 2023)Estd	78	188^th	10581

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Perso-Arabic Script (Urdu)	33190	58^th	6912
2	DHQ Mother Tongue Population (No, Census 2011)	254303	108^th	9853
3	English Multilingual Population	50193	151^st	6134
4	Gujarati Script	25953	283^rd	5539
5	Bengali Script	13153	304^th	4427
6	Telugu Script	39429	327^th	5967
7	Devnagri Script (Hindi)	137058	362^nd	7549
8	Assamese Script	3229	402^nd	8262
9	Odia Script	5442	407^th	1576
10	Tamil Script	23886	411^th	9472
11	Malayalam Script	6112	450^th	11023
12	Marathi Script	27903	503^rd	7433
13	Kannada Script	23603	513^th	8317
14	Gurumukhi Script (Punjabi)	10774	518^th	2419

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Dailies or Magazines (No, RNI 2022)	240	164^th	3115
2	Total Annual Newspaper Circulation (No, RNI 2022)	656764	232^nd	7977

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	# of Households with Main source of Lighting as Solar Energy	1508	127^th	3716
2	Number of households having latrine facility within the premises	156908	188^th	11095
3	Urban Population (Number , Census 2011)	531234	201^st	9077
4	Number of households (Number , Census 2011)	326286	203^rd	9131
5	# of Households with 1 married couple	228663	208^th	8465
6	# of Households with Main source of Lighting as Electricity	222703	284^th	5429
7	# of Inhabited Villages	777	299^th	6101
8	# of Households with Location of drinking water source within premises	154278	305^th	7613
9	Number of towns (Number , Census 2011)	10	368^th	2483
10	Urbanization (% , Census 2011)	26	373^rd	10697
11	# of Households that use LPG/PNG as fuel for Cooking	96340	388^th	6498
12	# of Uninhabited Villages	64	464^th	2219

Population : 12,700 | Population Rank : 699^th

Area (KM²): 913 | Area Rank : 706^th

Worse than India Average

Sr.No	Fields	India Average	Worst Rank out of 768	City / District Data
1	# of Companies,2023	1876	82^nd	1448
2	Informal Jobs(DHQ),2023	56813	92^nd	8327
3	Informal Jobs(Dist.),2023	626770	104^th	3833
4	State Govt Jobs(Formal) DHQ,2023	14249	184^th	8171
5	Formal Jobs(DHQ),2023	37084	193^rd	8764
6	State Govt Jobs(Formal) Dist.,2023	23664	264^th	9947
7	Formal Jobs(Dist.),2023	25014	274^th	4426

LANGUAGES
City (District Capitals)/DHQ

1. Dogri : 10,689
2. English Multilingual Population : 3,043
3. Hindi : 1,222

Number Of Languages spoken by more then 30K Population : 0

BASIC DETAILS

City (District Capitals)/DHQ Population :	:	12,700
City (District Capitals)/DHQ Population (Rank)	:	699^th
District Area (km²)	:	913
District Area (Rank)	:	706^th
No.of Towns in District	:	6
No. of Villages in District	:	376

Q - Why is all Prarang India comparative analysis being done for 768 Districts & their respective D.H.Q. (District Head Quarter) towns?
A - The Indian geography has historically been measured by " Districts". Today, it is politically managed by States & U.T.s ( Union Territories) but the unit of measurement ( Census baseline) continues to focus on the District, for over 150 years now. " All India" thus is a sum of the district parts i.e. sum of 768 districts currently ( which were 640 districts only, when the last Census took place in 2011). Contrary to popular perception, most data being reported at a State & U.T. level, is not being aggregated from underlying data at an urban (towns) & rural(villages) level. India has approx. 9000 towns & 600000 villages, segregated into 768 districts, each with its respective DHQ (District Head Quarter) town. Except for the largest 20 towns ( Metropolitan agglomerations) where some detailed data is gathered by the Central Government census, only basic demographic details are available for India's cities. Detailed survey results of the District are the most important data points, used to model & estimate the City & State level information in India. The 768 DHQ ( District Head Quarter) towns & 8 Union Territories, are the important Urban metrics available in India, for comparative analysis. Big data of a big & diverse country.

Q - Does Prarang do surveys to collect data ? How does Prarang have such granular district level details which no private or public data source offers ?
A - Prarang does not do surveys to collect data. We mostly use Public sources of data - both government census, surveys, reports and private surveys whose results are available in news media & public websites. We follow a three-fold Indian logic ( Tarkashastra) method of information/data classification - We collect Pramana ( Evidence based i.e. Census, Reliable Surveys etc) data & then do Anumana ( Estimation modelling ) to Geo tag fill data in the residual Districts/DHQ (District HQ), to ensure data completion for "All India". We then do Upamana ( comparison) i.e. rank all districts/DHQs for a relative comparison. For each data field, the Samana ( Country Average) is calculated to again rank all districts/DHQs on Rank Above or Rank Below the Samana/Average. All our data sources, and our estimation modeling methods are transparently shared on each data field title , and can be accessed by clicking on the "i" icon.

Q - What data does Prarang offer for free & what do we have to pay for ? How do we pay & will an invoice with GST details be available on payment ?
A - All Upamana ( comparison ranks of India locations) is available for free. Currently, ranks for each of the 768 India districts/DHQs ,in over 350+ data fields , are available on Prarang Analytics. There are 3 India Analytic products ( India Market Planner, India Ad Planner & India Development Planner) with respective Standard data-field available for free comparison & free sharing, for a limited period of time. But one can optionally add any of the additional data fields ( absolute data) & juxtapose them for download against the standard data-fields, for a charge. Depending on how many Cities/Districts & how many optional data-fields are selected, your cart will reflect the total amount required to be paid. Payment can be done using the payment gateway, in the final step. An invoice with GST details will be auto-generated on successful payment.

Q - Does Prarang take responsibility for the absolute data fields which we buy from it, along with the calculation of the associated ranks ?
A - Prarang does not do any surveys. It does data modelling & estimations on the basis of the third- party census & surveys, already in the public domain. It also shares the source of the data it uses. Users need to make their own judgement of how, for what purpose & when they use the data which they download from this Prarang website.

Q - What is the frequency of data update on various data-fields of Prarang analytics ?
A - We are continuously on the lookout for market announcements of new surveys & new data. You can expect important government survey results to be live on our website, within 30 to 45 days after appearing in press/media. We model on spreadsheets & update our SQL databases, after data validation. Many government sources are following a regular frequency (Eg. RBI (Reserve Bank of India) data, TRAI (Telecom Regulatory Authority of India) etc) however, many other data-fields including GDP by State & Crime Rates by State, are not being reported at a regular frequency.