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Madhubani AI Report

Date: July 26, 2025

Madhubani district in Bihar, has 4.3% to the state's population. It produces 6.8% of State's Rice production, 9.3% of State's Wheat production, 7.2% of State's Potatoes production, 2.3% of State's Sugarcane production, and 11.7% of State's Onion production(2.1% of India's production). The nearest airport is Jay Prakash Narayan International Airport in Patna, located 81 Km away.

Madhubani is the 398^th ranked city in population, out of 768 District Capitals (DHQs) of India. It is the capital of Madhubani District in Bihar State. Madhubani District is 20^th highest ranked in population and 366^th ranked in area, in India.

Out of 768 District Capitals/Districts of India, Madhubani is the 5^th highest ranked in No. of Banks/1000 Household (in 1000, RBI SCB 2024) . This indicates that banking infrastructure is stronger in this district compared to other districts.

Out of 768 District Capitals/Districts of India, Madhubani is the 24^th highest ranked in City FB Users % of City Literate Population (%, FB 2025) . This indicates higher facebook IDs in FB Advertising module for this town vis a vis other towns.

Madhubani is the 34^th highest ranked in District Pop 2011 out of 768 city/districts of India. This means that this district has a higher birth rate and/or higher attractiveness for migrants.

Madhubani is the 501^st highest ranked in Number of Missing Persons (NO, NCRB 2022) out of 768 city/districts of India. This indicates a safer district as compared to other districts.

No. of Banks/1000 Household (in 1000, RBI SCB 2024)

No. of Banks/1000 Household (in 1000, RBI SCB 2024)

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

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

District Pop 2011

District Pop 2011

Number of Missing Persons (NO, NCRB 2022)

Number of Missing Persons (NO, NCRB 2022)

Number of Murders (NO, NCRB 2022)

Number of Murders (NO, NCRB 2022)

Formal Jobs(Dist.),2023

Formal Jobs(Dist.),2023

Linkedin Audience Size(No, Linked in May, 2025)

Linkedin Audience Size(No, Linked in May, 2025)

No of Hospital Beds

No of Hospital Beds

Out of 768 District Capitals/Districts of India, Madhubani is the 55^th worst ranked in Number of Murders (NO, NCRB 2022) . This implies lesser effectiveness of law and order in this district compared to other districts.

Madhubani is the 619^th worst ranked in Formal Jobs(Dist.),2023 out of 768 city/districts of India. This implies low private sector growth.

The Average Linkedin Audience Size(No, Linked in May, 2025) of Indian City (District Capitals)/Districts is 135164. Madhubani is the 537^th worst ranked City out of 768 City/Districts. This indicates lower Linkedin IDs in Linkedin Advertising module for this town vis a vis other towns.

Out of 768 District Capitals/Districts of India, Madhubani is the 522^nd worst ranked in No of Hospital Beds . This indicates that health infrastructure in this district is poor than in other districts.

Madhubani City/District Metrics

Culture

Nature

Internet

Madhubani Nature Highlights

	Nature Metrics	% of India	Rank Out of 768	City / Districts Data
Ab. Prod (000' Tonnes) Onion Production	Ab. Prod (000' Tonnes) Onion Production	2.06%	1^st	4887
Ab. Prod (000' tonnes ) Potatoes Production	Ab. Prod (000' tonnes ) Potatoes Production	1.35%	21^st	2898
Ab. Prod (Mn Tonnes) Maize Production	Ab. Prod (Mn Tonnes) Maize Production	1.02%	29^th	9083
Number of Bufflo (20th Cattle Census)	Number of Bufflo (20th Cattle Census)	0.52%	47^th	7769
Number of Cattle (20th Cattle Census)	Number of Cattle (20th Cattle Census)	0.37%	54^th	10795
Ab. Prod (Mn tonn) Wheat Production	Ab. Prod (Mn tonn) Wheat Production	0.55%	70^th	7195
Ab. Prod (Mn tonnes) Rice Production	Ab. Prod (Mn tonnes) Rice Production	0.43%	76^th	6307
Ab. Prod (Lakh tonnes) Chickpea Production	Ab. Prod (Lakh tonnes) Chickpea Production	0.30%	76^th	10952
Number of Goat (20th Cattle Census)	Number of Goat (20th Cattle Census)	0.34%	77^th	1186
Ab. Prod (Mn Tonnes) Sugarcane Production	Ab. Prod (Mn Tonnes) Sugarcane Production	0.08%	93^rd	4158
Number of Pony (20th Cattle Census)	Number of Pony (20th Cattle Census)	0.07%	166^th	7757
Number of Pig (20th Cattle Census)	Number of Pig (20th Cattle Census)	0.09%	215^th	2073
Number of Donkey (20th Cattle Census)	Number of Donkey (20th Cattle Census)	0.02%	286^th	4828
Number of Horse (20th Cattle Census)	Number of Horse (20th Cattle Census)	0.05%	292^nd	8382
Number of Total Poultry (20th Cattle Census)	Number of Total Poultry (20th Cattle Census)	0.04%	359^th	2572
Number of Sheep (20th Cattle Census)	Number of Sheep (20th Cattle Census)	0.00%	408^th	5199

Madhubani Culture Highlights

Sr.No	Culture Metrics	Counts	Name

Airports

	Name	City	IATA Code	Distance
Airport Name	Jay Prakash Narayan International Airport	Patna	PAT	81 Km

No Data found.

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	No of District Hospital	1	52^nd	9668
2	No of Doctors	1795	206^th	8301
3	No of Primary Health Centers	48	84^th	7628
4	No of Total Hospitals	61	89^th	10344
5	No of Sub Divisional Hospital	2	212^th	6803
6	No of Community Health Centers	9	130^th	9799

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	No of Nurses	3392	302^nd	3716
2	No of Hospital Beds	1470	522^nd	9937

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Bank Deposit-Bank Loans (Crores, RBI SCB 2024)	5533	187^th	6170
2	Bank Credit - Bank Debit/No. of banks (Crore, RBI SCB 2024)	23	258^th	10780
3	Bank Loans/Household (Lakhs, RBI SCB 2024)	11	36^th	10307
4	No. of Banks/1000 Household (in 1000, RBI SCB 2024)	1	5^th	5746
5	Bank Deposit/Household (Lakhs, RBI SCB 2024)	14	16^th	1881
6	House Ownership % of Households (%, Census 2011)	86	14^th	9623

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Households with rented houses (No, Census 2011)	37627	24^th	10382
2	Number of Households with Television (No, Census 2011)	157504	30^th	2554
3	Number of Households with TV, Computer/Laptop, Telephone/mobile phone and Scooter/ Car (No, Census 2011)	15680	36^th	7122
4	Number of Households with means of Transport as Car/ Jeep/Van (No, Census 2011)	15572	40^th	7074
5	Number of Households with Internet (No, Census 2011)	10634	49^th	9736
6	GDP per Capita ('000', RBI SCB 2023)	118	58^th	7486
7	Number of Households with means of Transport as Scooter/ Motorcycle/Moped (No, Census 2011)	69577	66^th	4919
8	Number of Households without Internet (No, Census 2011)	20983	82^nd	9171
9	Number of Households with Owned houses (No, Census 2011)	280805	82^nd	2140
10	Number of Households with Mobile only (No, Census 2011)	174173	83^rd	4400
11	Number of Households without TV, Internet, Radio, Computer, Mobile, Landline (No, Census 2011)	57099	89^th	5524
12	% of Households with Cars (%, Census 2011)	4	101^st	8226
13	% of Household with Mobiles (%, Census 2011)	51	336^th	3220
14	Bank Credit (Crore, RBI SCB Q3 2024)	23154	362^nd	11057
15	GDP (Crores. RBI SCB 2023)	27789	474^th	4204
16	Bank Deposits (Crore, RBI SCB Q3 2024)	28688	481^st	7428
17	Number of Banks (No, RBI SCB Q3 2024)	183	501^st	11139

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Decadal Growth Rate (2011) (%, Census 2011)	19	144^th	6811

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Sex-Ratio (1000) (%, Census 2011)	949	245^th	8785
2	Population per sq. km. (Km, Census 2011)	1023	520^th	10027

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	# of No. of Schools (No, UDISE 2023)	1915	66^th	9403

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Gross Enrolment Ratio (GER) in Higher Education (18-23 Years) (No, AISHE 2021)	29	7^th	2523
2	# of Colleges (No, AISHE 2021)	57	18^th	6779
3	# of UG Enrolments - Law (No, AISHE 2021)	593	38^th	11147
4	# of Master's Enrolment (No, AISHE 2021)	6788	44^th	2348
5	# of UG Diploma Enrolments (No, AISHE 2021)	334	47^th	4624
6	# of Population (0-18) (No, Census 2011)	136937	57^th	8555
7	# of Ph.D Enrolments (No, AISHE 2021)	258	57^th	6653
8	# of Total Enrolments (No, AISHE 2021)	49523	63^rd	5558
9	# of PG Enrolments - Engg (No, AISHE 2021)	193	69^th	5216
10	# of Diploma (No, AISHE 2021)	3658	74^th	3128
11	# of UG Enrolments - Engg (No, AISHE 2021)	3322	79^th	7122
12	# of UG Enrolments - Medical (No, AISHE 2021)	416	89^th	1831
13	# of PG Enrolments - Arts (No, AISHE 2021)	1484	94^th	11061
14	# of UG Enrolments - Arts (No, AISHE 2021)	11775	95^th	11096
15	# of UG Enrolments - Teaching (No, AISHE 2021)	1920	103^rd	7800
16	# of Bachelor's Enrolment (No, AISHE 2021)	44296	107^th	7118
17	# of Enrolment in Private and Government Colleges (No, AISHE 2021)	39460	112^th	5520
18	# of PG Enrolments - Management (No, AISHE 2021)	684	121^st	4372
19	# of UG Enrolments - Management (No, AISHE 2021)	759	121^st	9094
20	Population (18-24) (Number, 2023)	208496	124^th	7190
21	# of PG Enrolments - Commerce (No, AISHE 2021)	442	145^th	6893
22	# of UG Enrolments - Commerce (No, AISHE 2021)	5042	146^th	8228
23	# of ITIS seats (No, AISHE 2021)	4319	175^th	1210

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Number of Police Stations (NO, IPC 2020)	22	56^th	9983
2	Number of Murders (NO, NCRB 2022)	24	55^th	4094
3	Number of IPC Crimes (NO, NCRB 2022)	2654	127^th	3314
4	Crime/1000 Pop (Ratio, NCRB 2022)	1	321^st	8798
5	Murder/Lakh Pop (Ratio, NCRB 2022)	1	362^nd	10758

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Panchayats (Number , Census 2011)	745	64^th	6260
2	Number of Cyber Crimes (NO, NCRB 2022)	29	469^th	10340
3	Number of Missing Persons (NO, NCRB 2022)	285	501^st	4147

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Number of Facebook Users. (Estimated Maximum)(No, May 2025)	172612	52^nd	7597
2	City FB Users % of City Literate Population (%, FB 2025)	106	24^th	3188

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	English Speakers (Second Language + Third Language (No, Census 2011)	162759	272^nd	10639
2	Urban Internet Pop/City Pop (%, TRAI December 2024)	122	282^nd	8084
3	Number of Internet Connections (No, TRAI 2024)	411790	341^st	4958
4	Linkedin Audience Size(No, Linked in May, 2025)	135164	537^th	10981

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Script Pools # < 30, 000	1	243^rd	2916

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Literacy (%, Census 2023)Estd	78	59^th	1223
2	English Multilingual Population	50193	154^th	8110
3	Marathi Script	27903	165^th	6605
4	Latin Script (English)	2647	194^th	5688
5	Odia Script	5442	226^th	5971
6	Bengali Script	13153	285^th	6612
7	DHQ Mother Tongue Population (No, Census 2011)	254303	373^rd	5859
8	Gurumukhi Script (Punjabi)	10774	459^th	7325
9	Devnagri Script (Hindi)	137058	544^th	1310
10	Perso-Arabic Script (Urdu)	33190	630^th	3864

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Number of Dailies or Magazines (No, RNI 2022)	240	348^th	10237
2	Number of Theatres (No, BOC 2020)	22	383^rd	8897
3	Total Annual Newspaper Circulation (No, RNI 2022)	656764	447^th	8457

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	# of Households with Main source of Lighting as Electricity	222703	28^th	8661
2	Number of households having latrine facility within the premises	156908	40^th	3258
3	# of Households that use LPG/PNG as fuel for Cooking	96340	46^th	6736
4	# of Inhabited Villages	777	64^th	3543
5	Number of households (Number , Census 2011)	326286	68^th	10295
6	# of Households with 1 married couple	228663	72^nd	2741
7	# of Households with Location of drinking water source within premises	154278	97^th	6332
8	# of Households with Main source of Lighting as Solar Energy	1508	136^th	2660
9	# of Uninhabited Villages	64	283^rd	10932
10	# of Households that use Electricity as fuel for Cooking	566	430^th	5684

Population: 75,000 | Population Rank: 398^th

Area (KM²): 3,501 | Area Rank: 366^th

Better than India Average-

Sr.	Fields	India Average	Rank out of 768	City / District Data
1	Informal Jobs(Dist.),2023	626770	35^th	8640

Worse than India Average-

Sr.	Fields	India Average	Worst Rank out of 768	City / District Data
1	Informal Jobs(DHQ),2023	56813	330^th	9500
2	# of Companies,2023	1876	355^th	10299
3	State Govt Jobs(Formal) DHQ,2023	14249	429^th	5096
4	Formal Jobs(DHQ),2023	37084	437^th	5675
5	State Govt Jobs(Formal) Dist.,2023	23664	608^th	9267
6	Formal Jobs(Dist.),2023	25014	619^th	2137

languages
City (district capitals)/DHQ

1. Maithili : 43,370
2. Urdu : 20,481
3. Hindi : 11,576

Number Of Languages spoken by more then 30K Population : 1

Basic Details

City (District Capitals)/DHQ Population :	:	75,000
City(District Capitals)/DHQ Population (Rank)	:	398^th
District Area (km²)	:	3,501
District Area (Rank)	:	366^th
No.of Towns in District	:	0
No. of Villages in District	:	30

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.