Prarang: G2C

Russia AI Report

Date: June 14, 2026

Russia is a large country with 1.8% of the world's population. It has 32 world heritage sites. It produces 12.9% Wheat, 15.1% Barley, 5.1% Potatoes, 1.7% Soyabean, and 1.4% Onions of the world. It is rich in resources and has 12.2% Oil, 15% Natural Gas, 5.5% Uranium, 3.9% Fluorite, 37.2% Diamonds, 1.5% Bauxite, 6.1% Copper, 8.4% Nickel, 5.5% Silver, and 3% Zinc of the world.

Russia is the 9^th ranked country in population and 1^st ranked in area out of 195 countries in the world. Please keep the country rank in perspective, for the highlights below.

Barley prod.

Diamond prod.

Natural Gas Prod.

Oil Prod.

Russia is the 1^st highest ranked in Barley prod. out of all the 195 countries.This is indicative of a more fertile land, suitable for producing high quantities of barley when compared to other countries.

Russia is the 1^st highest ranked in Diamond prod. out of all the 195 countries.This implies that the country has higher foreign earnings through Diamond exports or indicate higher economic growth potential.

The Average Natural Gas Prod. of 195 countries in the world is 43,738. Russia is the 2^nd highest ranked country out of 195 countries. This is indicative of a rich reserve of natural resources in comparison to other countries, and may be a huge exporter of such resources.

Russia is the 2^nd highest ranked in Oil Prod. out of all the 195 countries.This is indicative of a rich reserve of natural resources in comparison to other countries, and may be a huge exporter of such resources.

GDP Per Capita (USD)

Rice prod.

Employment in Agriculture

The Average GDP Per Capita (USD) of 195 countries in the world is 18,044. Russia is the 130^th worst ranked country out of 195 countries. This implies that this country is a developing country.

The Average Total No. of Pharmacists of 195 countries in the world is 19,528. Russia is the 143^rd worst ranked country out of 195 countries. This may indicate worse healthcare infrastructure investment by the country or may indicate lower population

Russia is the 154^th worst ranked in Rice prod. out of all the 195 countries.This is indicative of less focus on the production of rice, or scarcity of fertile land, or higher industrialisation as compared to other countries.

The Average Employment in Agriculture of 195 countries in the world is 5,314,003. Russia is the 161^st worst ranked country out of 195 countries. This may indicate that a significant portion of population is living in urban areas or simply imply that the country is developed

Culture

Nature

Internet

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Russian	# People	7,066,428	1	1128
2	Russian as a % of total Russian speakers	% People	0	1	1125
3	Armenian	# People	159,989	2	1127
4	Belarusian	# People	300,456	2	1130
5	Armenian as a % of total Armenian speakers	% People	0	2	1130
6	Belarusian as a % of total Belarusian speakers	% People	0	2	1130
7	Estonian as a % of total Estonian speakers	% People	0	2	1130
8	Georgian as a % of total Georgian speakers	% People	0	2	1125
9	Latvian as a % of total Latvian speakers	% People	0	2	1127
10	Ukrainian as a % of total Ukrainian speakers	% People	0	2	1130
11	Kazakh as a % of total Kazakh speakers	% People	0	3	1130
12	German as a % of total German speakers	% People	0	4	1128
13	Azerbaijani as a % of total Azerbaijani speakers	% People	0	5	1125
Below World Average
1	Uzbek as a % of total Uzbek speakers	% People	0	8	1235
2	Uzbek	# People	1,668,438	7	1235
3	Azerbaijani	# People	2,091,671	5	1235
4	German	# People	5,121,263	4	1231
5	Tajik	# People	768,248	4	1233
6	Tajik as a % of total Tajik speakers	% People	0	4	1234
7	Kazakh	# People	2,963,200	3	1235
8	Estonian	# People	115,398	2	1234
9	Georgian	# People	224,952	2	1234
10	Latvian	# People	110,341	2	1232

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Pop. with access to Electricity (%)	% People	86	1	1127
2	# Cities>10M	# Cities	0	2	1125
3	# Cities>5M	# Cities	1	3	1127
4	# Cities>1M	# Cities	1	3	1127
5	# Cities>5M	# Cities	0	3	1125
6	# Cities>1M	# Cities	4	4	1130
7	# Cities>500000	# Cities	4	4	1130
8	# Cities>500000	# Cities	7	5	1126
9	# Cities>300000	# Cities	7	5	1126
10	# Cities>300000	# Cities	11	6	1127
11	# Cities>100000	# Cities	27	7	1129
12	# Cities>100000	# Cities	21	7	1128
13	Urban Population (2021)	# People	23,603,754	8	1125
14	Rural Pop.	# People	18,013,759	16	1129
15	Urban Population / Total Population % .	% People	60	60	1125
Below World Average
1	Rural Pop. /Total Pop. %	% People	40	136	1232
2	# Cities>10M	# Cities	1	4	1231

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Barley prod.	Tons	1,545,003	1	1128
2	Diamond prod.	Tons	11	1	1126
3	Forest Area.	Area	21,595,147	1	1127
4	Country forest area / Global Forest area %		0	1	1125
5	Barley Produced/Total Barley Produced.%	Weight	1	1	1128
6	Diamond Produced/Total Diamond Produced %	Weight	10	1	1127
7	Natural Gas Prod.	Million cubic meters	43,738	2	1127
8	Oil Prod.	Barrels/day	855,887	2	1126
9	Gold Prod.	Weight	125	2	1130
10	Natural Gas Produced/Total Natural Gas Produced %	Mass	5	2	1128
11	Oil Prodcuced/Total Oil Produced %		5	2	1129
12	Gold Produced/Total Gold Produced %.		4	2	1126
13	Wheat prod.	Tons	6,811,171	3	1126
14	Wheat Produced /Total Wheat Produced. %.	Weight	0	3	1128
15	Chicken Meat Production (in tonnes)	Weight	588,164	3	1125
16	Chicken Meat Production (% of Total Chicken Meat Production)	Percent	0	3	1129
17	Potatoes prod.	Tons	2,504,846	4	1126
18	Potatoes Produced /Total Potatoes Produced %	Weight	0	4	1129
19	Coal Production (in 1000 metric tons)	Weight	121,850	4	1129
20	Coal Production (% of Total Coal Production)	Percent	1	4	1127
21	Cow Milk Production (in tonnes)	Weight	3,855,383	5	1129
22	Cow Milk Production (% of Total Cow Milk Production)	Percent	0	5	1127
23	Uranium Produced/Total Uranium Produced %	Weight	5	6	1129
24	Iron Production (in 1000 metric tons)	Weight	33,258	6	1127
25	Iron Production (% of Total Iron Production)	Percent	2	6	1126
26	Honey prod.	Tons	15,393	7	1127
27	Soyabean prod.	Tons	3,572,369	7	1130
28	Honey Produced /Total Honey Produced %	Weight	0	7	1130
29	Soyabean Produced/Total Soyabean Produced %	Weight	1	7	1127
30	Cow Beef Production (in tonnes)	Weight	320,761	7	1128
31	Cow Beef Production (% of Total Cow Beef Production)	Percent	0	7	1125
32	Tree density .	Density	828	8	1126
33	Apple Production (in tonnes)	Weight	1,044,287	8	1128
34	Apple Production (% of Total Apple Production)	Percent	1	8	1129
35	Onion Produced/Total Onion Produced %	Weight	0	13	1126
36	Onion prod.	Tons	819,042	14	1126
37	Number of Cows	Count	8,697,624	18	1130
38	Cows (% of Total Cows)	Percent	0	18	1125
39	Goat Milk Production (in tonnes)	Weight	196,989	20	1125
40	Goat Milk Production (% of Total Goat Milk Production)	Percent	0	20	1130
41	Number of Trees	Count	15,642,617,148	33	1129
42	Tree density.	Density	22,685	46	1130
Below World Average
1	Bismuth Produced/Total Bismuth Produced %	Weight	14	7	1231
2	Tin Produced/Total Tin Produced in 2019	Weight	7	12	1234
3	Zinc Produced/Total Zinc Produced %.	Weight	9	7	1230
4	Silver Produced/Total Silver Produced %	Weight	9	6	1230
5	Nickel Produced/Total Nickel Produced %	Weight	14	3	1230
6	Copper Produced /Total Copper Produced %	Weight	9	4	1230
7	Bauxite Produced/Total Bauxite Produced %	Weight	7	8	1234
8	Flourite Produced/Total Flourite Produced %	Weight	4	4	1230
9	Orange Production (in tonnes)	Weight	618,959	110	1231
10	Rice prod.	Tons	6,920,442	42	1231
11	Rice Produced/Total Rice Produced.%	Weight	0	39	1234
12	Goat Meat Production (in tonnes)	Weight	46,111	41	1232
13	Goat Meat Production (% of Total Goat Meat Production)	Percent	0	41	1232
14	Tin prod.	Tons	23,069	12	1230
15	Bauxite prod.	Tons	29,969	8	1232
16	Silver prod.	Tons	1,980	6	1230
17	Zinc prod.	Tons	1,007,000	7	1235
18	Bismuth prod.	Tons	2,019	7	1233
19	Uranium prod.	Tons	3,187	6	1234
20	Flourite prod.	Tons	231,501	4	1232
21	Copper prod.	Tons	1,350	4	1231
22	Nickel prod.	Tons	376,142	3	1231

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Judges Per 100K	People Per 100K	11	2	1126
2	Military Budget (in Billion $)	$ Billion	17	3	1130
3	Military Budget/Total World Military Budget %.	Percent	0	3	1125
4	Police Officers	# People	138,224	4	1126
5	Total Military Force	# People	362,682	5	1129
6	Military Force/Total World Military Force %.	% People	0	5	1130
7	Lawyers Per 100K	People Per 100K	137	14	1127
8	Military Force/Total Pop. %	% People	1	20	1130

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Female % of Total Pop.	% People	50	2	1125
2	Total Population	# People	42,357,833	9	1127
3	Female Population	# People	21,066,765	9	1127
4	Male Population	# People	21,291,067	10	1127
5	Total Births	# People	677,551	23	1128
6	Total Deaths	# People	321,991	6	1128
Below World Average
1	Male % of Total Pop.	% People	50	194	1233
2	Population Growth Rate (%)	% People	0	165	1233

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	INDs for Education (%)	% People	3	2	1127
2	GDP as a % of Total GDP	Percent	0	9	1125
3	GDP (Billions USD)	$ Billions	600	11	1126
4	FTAs in India	# People	51,254	13	1125
5	FTAs in India for Leisure (%)	% People	42	13	1130
6	INDs via Delhi Airport (%)	% People	38	14	1126
7	Export of Goods and Services (in Million $)	Amount	180,704	20	1129
8	Exports /Total Exports of the World %.		0	20	1125
9	Import of Goods and Services (in Million $)	Amount	173,515	22	1129
10	Imports/Total Imports of the World %.		0	23	1130
11	Import Ban(Number of products)	Count	12	33	1125
12	INDs via Ahmedabad Airport (%)	% People	1	33	1127
13	GDP Per Capita at PPP (USD)	$	30,199	43	1129
14	INDs for Business (%)	% People	25	72	1129
Below World Average
1	FDI / Total FDI of the World %.		0	188	1234
2	FDI (millions USD)	Amount	3,288	187	1235
3	INDs - Indian Diaspora (%)	% People	22	175	1232
4	INDs via Mumbai Airport (%)	% People	33	172	1235
5	INDs via Bengaluru Airport (%)	% People	5	151	1234
6	FTAs in India via Bengaluru (%)	% People	6	151	1233
7	FTAs in India - Indian Diaspora (%)	% People	14	143	1235
8	FTAs in India via Mumbai (%)	% People	23	166	1232
9	FTAs in India via Chennai (%)	% People	5	134	1231
10	FTAs in India via Hyderabad (%)	% People	3	120	1230
11	INDs via Kolkata Airport (%)	% People	2	96	1231
12	INDs for Leisure (%)	% People	46	149	1234
13	Imports /Total GDP of the Country %.		51	149	1231
14	Corporate Tax Rates in %	Rate	23	130	1231
15	FTAs in India via Cochin (%)	% People	3	109	1234
16	INDs via Chennai Airport (%)	% People	5	123	1235
17	INDs via Hyderabad Airport (%)	% People	3	110	1230
18	Exports/Total GDP of the Country %.		48	129	1232
19	FTAs in India via Kolkata (%)	% People	2	89	1231
20	INDs via Cochin Airport (%)	% People	3	86	1235
21	FTAs in India for Business (%)	% People	18	115	1230
22	INDs via Trivandrum Airport (%)	% People	1	44	1235
23	FTAs in India via Delhi (%)	% People	46	96	1232
24	INDs via Calicut Airport (%)	% People	1	31	1234
25	GDP Per Capita (USD)	$	18,044	66	1233
26	INDs from India	# People	158,494	33	1230

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Christian Population	# People	16,917,912	4	1125
2	Christian Pop./Total Christian Pop.%	% People	0	4	1125
3	# Oscar Wins – Best International Feature Film		2	4	1125
4	Share of Best International Feature Film Wins (% World)		3	4	1128
5	# Olympic Medals	Count	146	7	1129
6	Jewish Pop./Total Jewish Pop. %	% People	0	7	1130
7	World Heritage Sites	Count	7	9	1128
8	Islamic Population	# People	10,091,996	24	1129
9	Islamic Pop./Total Islamic Pop.%	% People	0	24	1127
10	Christian Pop./Total Pop.%	% People	42	55	1125
Below World Average
1	Islamic Pop./Total Pop.%	% People	22	74	1235
2	Jewish Pop./Total Pop.%	% People	0	20	1235
3	# Cannes Grand Prizes (Palme d'Or or Grand Prix)		4	11	1230
4	Share of Cannes Grand Prize Wins (% World)		3	11	1231
5	Jewish Population	# People	162,421	7	1234

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Total No. of Doctors	# People	78,648	4	1128
Below World Average
1	Dentist (per 10,000)	People per 10000	31	134	1231
2	Life Expectancy at Birth, both sexes	Age	73	101	1231
3	Dentist to doctor ratio	Ratio	3	58	1234
4	Total No. of Pharmacists	# People	19,528	53	1232

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Teachers in tertiary edu.	# People	80,879	5	1129
2	Teachers in secondary edu.	# People	201,153	6	1129
3	Enrolment in tertiary edu.(all programmes)	# People	1,420,982	7	1126
4	Total Literate Pop.	# People	34,678,001	7	1127
5	Enrolment in secondary edu.	# People	3,225,437	12	1129
6	Teachers in primary edu.	# People	112,672	13	1130
7	Enrolment in primary edu.	# People	3,831,465	20	1125
8	Literacy Rate (%)	% People	86	21	1126
Below World Average
1	# Students per teacher in secondary edu.	Ratio	57	168	1232
2	Enrolment in Primary Edu./ Total Literate Pop %.	% People	36	168	1234
3	Enrolment in Primary Edu./Total Pop %.	% People	27	167	1232
4	# Students per teacher in tertiary edu.	Ratio	58	97	1231
5	Enrolment in Secondary Edu./Total Literate Pop.	% People	28	148	1232
6	# Students per teacher in Primary edu.	Ratio	260	96	1233
7	Enrolment in Secondary Edu./Total Pop %.	% People	23	111	1231
8	Teachers as a % of Enrolment	% People	41	28	1232
9	Enrolment in Tertiary Edu/Total Literate Pop. %.	% People	9	44	1231
10	Enrolment in Tertiary Edu./ Total Pop. %.	% People	9	40	1232
11	# Total Teachers (Primary+Secondary+Tertiary)	# People	2,895,876	6	1234
12	# Total Students (Primary+Secondary+Tertiary)	# People	38,831,325	14	1232

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Formal Jobs	# People	10,605,934	5	1126
2	Labour Force Participation	# People	14,659,929	7	1126
3	Non-Agricultural Labour Force	# People	15,067,127	7	1129
4	Employment in Services	# People	10,251,634	8	1129
5	Total Labour Force (2021)	# People	20,641,663	9	1129
6	Wage & Salaried Workers / Total Labour Force %	% People	59	9	1128
7	Unemployed Labour Force.	# People	1,511,199	15	1128
8	Employment in Services /Total pop.%.	% People	25	45	1128
9	Non-Agri Labour force/Total Labour force %.	% People	76	50	1126
10	Total Labour Force/Total Pop.	% People	43	51	1129
11	Employment in Services / Total Labour Force %.	% People	57	54	1126
12	Employment in services/Total Labour force %.	% People	56	54	1125
Below World Average
1	Employment in Agri. / Total Labour Force % .	% People	23	129	1231
2	Employment in Agriculture/Total Labour force %.	% People	23	129	1233
3	Employment in Agriculture /Total Pop. %.	% People	9	125	1234
4	Unemployment Rate.	% People	6	106	1232
5	Employment in Agriculture	# People	5,314,003	35	1235

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	Internet Users	# People	28,543,790	6	1129
2	Int. Users / Total Pop.%	% People	69	37	1127
Below World Average
1	X (Twitter) Users as a % of Total Internet Users	% People	12	178	1233
2	X (Twitter) Users as a % of Total Population	% People	13	160	1230
3	X (Twitter) users	# People	1,789,045	60	1232
4	X (Twitter) Users as a % of Total X (Twitter) Users	% People	0	59	1234

Sr.	Title	Metric	World Average	Rank out of 195	Value
Above World Average
1	# Mobile phone numbers	Count	40,393,496	6	1125
2	# Phone Numbers /Total Pop. %	Percent	101	14	1128

Language

Official Language:
1. Russian : 116,499,000
2. German : 2,157,000

Mother Tongue : Russian

Literacy Rate (%) : 99.70

Basic Details

Country Capital	:	Moscow
GDP Per Capita	:	14,258
GDP Per Capita Rank	:	63^rd/195
Life Expectancy	:	73
Unemployment Rate	:	3
Number of Internet Users	:	132,281,388
Internet Users Rank	:	6^th/195
Area	:	16,375,438
Area Rank	:	1^st/195
Total Population	:	143,394,458
Total Population Rank	:	9^th/195

Continent: Asia

Cities with > 100K popln: 166

Sr.	City	Total City Population (2023)
1	Abakan	185,348
2	Almetyevsk	164,145
3	Angarsk	218,386
4	Arkhangelsk	298,617
5	Armavir	184,219
6	Artyom	108,690
7	Arzamas	103,997
8	Astrakhan	468,842
9	Balakovo	182,758
10	Balashikha	526,851
11	Barnaul	623,057
12	Bataysk	125,523
13	Belgorod	333,931
14	Berdsk	102,965
15	Berezniki	135,533
16	Biysk	181,678
17	Blagoveshchensk	240,572
18	Bratsk	221,244
19	Bryansk	375,669
20	Cheboksary	496,238
21	Chelyabinsk	1,182,517
22	Cherepovets	301,040
23	Cherkessk	112,789
24	Chita	333,679
25	Derbent	126,078
26	Dimitrovgrad	109,547
27	Dolgoprudny	119,957
28	Domodedovo	155,421
29	Dzerzhinsk	216,598
30	Elektrostal	143,182
31	Elista	102,428
32	Engels	223,333
33	Grozny	331,402
34	Irkutsk	611,215
35	Ivanovo	360,687
36	Izhevsk	620,591
37	Kaliningrad	489,735
38	Kaluga	333,954
39	Kamensk-Uralsky	162,177
40	Kamyshin	105,471
41	Kaspiysk	125,747
42	Kazan	1,314,685
43	Kemerovo	549,362
44	Khabarovsk	617,168
45	Khanty-Mansiysk	109,745
46	Khasavyurt	157,466
47	Khimki	257,006
48	Kirov	471,754
49	Kislovodsk	126,674
50	Kolomna	133,019
51	Komsomolsk-on-Amur	236,158
52	Kopeysk	146,125
53	Korolyov	226,936
54	Kostroma	265,965
55	Kovrov	130,327
56	Krasnodar	1,121,291
57	Krasnogorsk	188,850
58	Krasnoyarsk	1,196,913
59	Kurgan	305,505
60	Kursk	434,703
61	Kyzyl	128,149
62	Lipetsk	490,428
63	Lyubertsy	230,134
64	Magnitogorsk	409,255
65	Makhachkala	622,660
66	Maykop	139,687
67	Miass	147,449
68	Mikhaylovsk	112,793
69	Moscow	13,104,177
70	Murmansk	267,422
71	Murino	104,611
72	Murom	105,995
73	Mytishchi	266,436
74	Naberezhnye Chelny	545,750
75	Nakhodka	136,096
76	Nalchik	245,961
77	Nazran	124,086
78	Neftekamsk	133,300
79	Nefteyugansk	124,989
80	Nevinnomyssk	115,826
81	Nizhnekamsk	241,106
82	Nizhnevartovsk	287,095
83	Nizhny Novgorod	1,213,477
84	Nizhny Tagil	334,209
85	Noginsk	102,205
86	Norilsk	174,747
87	Novocheboksarsk	120,147
88	Novocherkassk	160,782
89	Novokuznetsk	533,565
90	Novomoskovsk	118,066
91	Novorossiysk	261,626
92	Novoshakhtinsk	101,708
93	Novosibirsk	1,635,338
94	Novy Urengoy	106,764
95	Noyabrsk	101,235
96	Obninsk	129,584
97	Odintsovo	186,172
98	Oktyabrsky	116,282
99	Omsk	1,110,836
100	Orekhovo-Zuyevo	105,542
101	Orenburg	539,236
102	Orsk	188,135
103	Oryol	296,633
104	Penza	492,376
105	Perm	1,027,153
106	Pervouralsk	112,860
107	Petropavlovsk-Kamchatsky	162,992
108	Petrozavodsk	235,793
109	Podolsk	312,400
110	Prokopyevsk	174,859
111	Pskov	189,315
112	Pushkino	111,738
113	Pyatigorsk	144,955
114	Ramenskoye	114,000
115	Reutov	113,140
116	Rostov-on-Don	1,135,968
117	Rubtsovsk	124,687
118	Ryazan	523,203
119	Rybinsk	173,910
120	Saint Petersburg	5,600,044
121	Salavat	147,296
122	Samara	1,163,645
123	Saransk	312,252
124	Saratov	891,898
125	Serpukhov	133,646
126	Severodvinsk	156,056
127	Seversk	105,797
128	Shakhty	222,489
129	Shchyolkovo	135,509
130	Smolensk	312,896
131	Sochi	446,599
132	Stary Oskol	218,340
133	Stavropol	550,147
134	Sterlitamak	279,174
135	Surgut	406,938
136	Syktyvkar	220,042
137	Syzran	163,303
138	Taganrog	242,327
139	Tambov	258,546
140	Tolyatti	674,630
141	Tomsk	551,504
142	Tula	466,609
143	Tver	414,756
144	Tyumen	855,618
145	Ufa	1,157,994
146	Ulan-Ude	436,138
147	Ulyanovsk	613,334
148	Ussuriysk	179,862
149	Veliky Novgorod	223,191
150	Vidnoye	103,957
151	Vladikavkaz	292,886
152	Vladimir	346,771
153	Vladivostok	597,237
154	Volgodonsk	165,567
155	Volgograd	1,025,662
156	Vologda	311,628
157	Volzhsky	316,544
158	Voronezh	1,051,995
159	Yakutsk	361,154
160	Yaroslavl	570,824
161	Yekaterinburg	1,539,371
162	Yessentuki	121,534
163	Yoshkar-Ola	283,469
164	Yuzhno-Sakhalinsk	180,467
165	Zhukovsky	110,507
166	Zlatoust	159,662

Q - Does Prarang do surveys to collect data? How does Prarang have such granular Country-level details which no private or public data source offers?
A - Prarang does not conduct surveys to gather data; instead, we rely on publicly available sources such as UN Population data, the CIA World Factbook, and private surveys whose results are accessible through news media and public websites. Our data classification follows a three-fold method rooted in Indian logic (Tarkashastra): Pramana (evidence-based data collection) involves gathering data from credible sources; Anumana (estimation and inference) uses modeling to draw inferences from the collected data; and Upamana (comparison) ranks countries through relative comparison, calculating the Samana (country average) to determine whether each country ranks above or below this benchmark. All data sources and estimation modeling methods are transparently detailed and accessible, with information available for each data field by clicking the "i" icon.

Q - Does Prarang take responsibility for the absolute data fields that someone buys from it, along with the calculation of the associated ranks?

A - Prarang does not do any surveys. It does data modeling & estimations based on 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 judgment of how and for what purpose and when they use the data that they download from this Prarang website.

Q - What is the frequency of data updates 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 World 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.