Language
- Official Language:
- 1. English : 5,800,000
- 2. Northern Sotho : 4,700,000
Mother Tongue : English
Literacy Rate (%) : 95
Country Capital | : | Pretoria |
---|---|---|
GDP Per Capita | : | 6,396 |
GDP Per Capita Rank | : | 105th/195 |
Life Expectancy | : | 66 |
Unemployment Rate | : | 32 |
Number of Internet Users | : | 47,530,029 |
Internet Users Rank | : | 23rd/195 |
Area | : | 1,220,807 |
Area Rank | : | 23rd/195 |
Total Population | : | 64,747 |
Total Population Rank | : | 24th/195 |
South Africa Highlights
South Africa is the 24th ranked country in population and 23rd ranked in area out of 195 countries in the world. Please keep the country rank in perspective, for the highlights below.
Better than World Average-
- 1. 3rdSouth Africa is the highest ranked in HIV Infections (Per 1000) out of 195 countries in the world.
- 2. 3rdThe average Flourite prod. of 195 countries in the world is 231,501. South Africa is the highest ranked country out of 195 countries. This implies that the country has a robust aluminium/steel/ceramics industry or may be a huge exporter of Flourite.
- 3. 3rdOut of the 195 countries in the world, South Africa is the highest ranked in Unemployed Labour Force. . This implies adequacy of job availability in this country when compared to other countries.
Worse than World Average-
- 1. South Africa is the 62nd worst ranked in Pharmacists (Per 10,000) out of 195 countries in the world. This may indicate worse healthcare infrastructure investment by the country or may indicate lower population.
- 2. The average GDP Per Capita (USD) of the countries in the world is 6,447. South Africa is the 91st worst-ranked country out of 195 countries. This implies that this country is a developing country.
- 3. Out of the 195 countries in the world, South Africa is the 94th worst ranked in Rice prod. . This is indicative of less focus on the production of rice, or scarcity of fertile land, or higher industrialisation as compared to other countries.
South Africa Metrics
Languages Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Northern Sotho | # People | 24,102 | 1 | 1129 | ||
2 | Sotho | # People | 33,988 | 1 | 1127 | ||
3 | Swazi | # People | 11,794 | 1 | 1125 | ||
4 | Tsonga | # People | 20,967 | 1 | 1127 | ||
5 | Tswana | # People | 36,401 | 1 | 1127 | ||
6 | Afrikaans as a % of total Afrikaans speakers | % People | 0 | 1 | 1128 | ||
7 | Northern Sotho as a % of total Northern Sotho speakers | % People | 0 | 1 | 1129 | ||
8 | Swazi as a % of total Swazi speakers | % People | 0 | 1 | 1125 | ||
9 | Tsonga as a % of total Tsonga speakers | % People | 0 | 1 | 1127 | ||
10 | Tswana as a % of total Tswana speakers | % People | 0 | 1 | 1128 | ||
11 | Zulu as a % of total Zulu speakers | % People | 0 | 1 | 1127 | ||
12 | Ndebele | # People | 20,528 | 2 | 1127 | ||
13 | Venda | # People | 15,384 | 2 | 1125 | ||
14 | Xhosa | # People | 12,820 | 2 | 1126 | ||
15 | Ndebele as a % of total Ndebele speakers | % People | 0 | 2 | 1126 | ||
16 | Sotho as a % of total Sotho speakers | % People | 0 | 2 | 1129 | ||
17 | Venda as a % of total Venda speakers | % People | 0 | 2 | 1129 | ||
18 | Xhosa as a % of total Xhosa speakers | % People | 0 | 2 | 1129 | ||
19 | English | # People | 3,175,743 | 10 | 1130 | ||
20 | English as a % of total English speakers | % People | 0 | 11 | 1127 | ||
Below World Average |
|||||||
1 | Standard Chinese | # People | 6,821,357 | 31 | 1235 | ||
2 | Swahili | # People | 104,667 | 16 | 1235 | ||
3 | Telugu | # People | 536,655 | 14 | 1233 | ||
4 | Telugu as a % of total Telugu speakers | % People | 0 | 12 | 1235 |
Culture Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Cricket Playing Nations (ICC Members) | Count | 1 | 1 | 1130 | ||
2 | Christian Population | # People | 11,885,917 | 14 | 1128 | ||
3 | Christian Pop./Total Christian Pop.% | % People | 0 | 14 | 1127 | ||
4 | World Heritage Sites | Count | 7 | 27 | 1125 | ||
5 | Christian Pop./Total Pop.% | % People | 42 | 66 | 1129 | ||
Below World Average |
|||||||
1 | Islamic Pop./Total Pop.% | % People | 22 | 124 | 1233 | ||
2 | Islamic Pop./Total Islamic Pop.% | % People | 0 | 76 | 1233 | ||
3 | Islamic Population | # People | 9,936,734 | 77 | 1233 | ||
4 | # Olympic Medals | Count | 157 | 36 | 1232 | ||
5 | # Oscar Wins – Best International Feature Film | 2 | 16 | 1235 | |||
6 | Share of Best International Feature Film Wins (% World) | 3 | 16 | 1235 | |||
7 | Jewish Pop./Total Pop.% | % People | 0 | 24 | 1232 | ||
8 | Jewish Population | # People | 78,295 | 11 | 1233 | ||
9 | Jewish Pop./Total Jewish Pop. % | % People | 0 | 11 | 1234 |
Nature Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Tree density. | Density | 9 | 1 | 1128 | ||
2 | Tree density . | Density | 8 | 1 | 1128 | ||
3 | Flourite prod. | Tons | 231,501 | 3 | 1129 | ||
4 | Flourite Produced/Total Flourite Produced % | Weight | 4 | 3 | 1127 | ||
5 | Coal Production (in 1000 metric tons) | Weight | 121,850 | 6 | 1125 | ||
6 | Coal Production (% of Total Coal Production) | Percent | 1 | 6 | 1130 | ||
7 | Iron Production (in 1000 metric tons) | Weight | 33,258 | 7 | 1126 | ||
8 | Iron Production (% of Total Iron Production) | Percent | 2 | 7 | 1125 | ||
9 | Cow Beef Production (in tonnes) | Weight | 320,761 | 12 | 1127 | ||
10 | Apple Production (in tonnes) | Weight | 1,044,287 | 12 | 1126 | ||
11 | Cow Beef Production (% of Total Cow Beef Production) | Percent | 0 | 12 | 1125 | ||
12 | Apple Production (% of Total Apple Production) | Percent | 1 | 12 | 1128 | ||
13 | Orange Production (in tonnes) | Weight | 618,959 | 13 | 1129 | ||
14 | Orange Production (% of Total Orange Production) | Percent | 0 | 13 | 1128 | ||
15 | Chicken Meat Production (in tonnes) | Weight | 588,164 | 14 | 1125 | ||
16 | Chicken Meat Production (% of Total Chicken Meat Production) | Percent | 0 | 14 | 1127 | ||
17 | Cows (% of Total Cows) | Percent | 0 | 15 | 1126 | ||
18 | Number of Cows | Count | 8,697,624 | 28 | 1128 | ||
19 | Number of Trees | Count | 15,642,617,148 | 30 | 1126 | ||
Below World Average |
|||||||
1 | Rice prod. | Tons | 5,090,580 | 102 | 1235 | ||
2 | Natural Gas Prod. | Million cubic meters | 216,389 | 77 | 1235 | ||
3 | Oil Prod. | Barrels/day | 4,369,531 | 86 | 1233 | ||
4 | Honey Produced /Total Honey Produced % | Weight | 0 | 77 | 1232 | ||
5 | Honey prod. | Tons | 16,211 | 77 | 1230 | ||
6 | Goat Meat Production (in tonnes) | Weight | 46,111 | 50 | 1234 | ||
7 | Goat Meat Production (% of Total Goat Meat Production) | Percent | 0 | 50 | 1234 | ||
8 | Barley prod. | Tons | 1,576,534 | 46 | 1231 | ||
9 | Sweet Potatoes prod. | Tons | 895,180 | 46 | 1235 | ||
10 | Barley Produced/Total Barley Produced.% | Weight | 1 | 46 | 1233 | ||
11 | Sweet Potatoes Produced/Total Sweet Potatoes Produced % | Weight | 0 | 45 | 1232 | ||
12 | Cotton Production (% of Total Cotton Production) | Percent | 1 | 40 | 1230 | ||
13 | Forest Area. | Area | 21,142,892 | 40 | 1235 | ||
14 | Country forest area / Global Forest area % | 0 | 39 | 1234 | |||
15 | Cotton Production (in 1000 480 lb. Bales) | Weight | 1,707 | 40 | 1230 | ||
16 | Wheat prod. | Tons | 6,698,590 | 39 | 1235 | ||
17 | Wheat Produced /Total Wheat Produced. %. | Weight | 0 | 38 | 1235 | ||
18 | Cow Milk Production (in tonnes) | Weight | 3,855,383 | 32 | 1234 | ||
19 | Cow Milk Production (% of Total Cow Milk Production) | Percent | 0 | 32 | 1230 | ||
20 | Onion prod. | Tons | 773,539 | 27 | 1233 | ||
21 | Onion Produced/Total Onion Produced % | Weight | 0 | 27 | 1230 | ||
22 | Potatoes Produced /Total Potatoes Produced % | Weight | 0 | 25 | 1234 | ||
23 | Potatoes prod. | Tons | 2,538,925 | 25 | 1232 | ||
24 | Sugarcane prod. | Tons | 52,039,862 | 13 | 1233 | ||
25 | Sugarcane Produced/Total Sugarcane Produced.% | Weight | 2 | 13 | 1234 | ||
26 | Soyabean prod. | Tons | 3,684,006 | 12 | 1235 | ||
27 | Soyabean Produced/Total Soyabean Produced % | Weight | 1 | 12 | 1233 | ||
28 | Uranium prod. | Tons | 2,516 | 11 | 1230 | ||
29 | Uranium Produced/Total Uranium Produced % | Weight | 5 | 11 | 1235 | ||
30 | Gold Prod. | Weight | 125 | 8 | 1230 | ||
31 | Gold Produced/Total Gold Produced %. | 4 | 8 | 1234 | |||
32 | Diamond prod. | Tons | 10 | 4 | 1232 | ||
33 | Diamond Produced/Total Diamond Produced % | Weight | 10 | 4 | 1230 |
Work Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Unemployment Rate. | % People | 7 | 2 | 1126 | ||
2 | Unemployed Labour Force. | # People | 1,511,199 | 3 | 1125 | ||
3 | Formal Jobs | # People | 10,605,934 | 18 | 1126 | ||
4 | Labour Force Participation | # People | 14,659,929 | 23 | 1129 | ||
5 | Total Labour Force (2021) | # People | 20,409,734 | 25 | 1127 | ||
6 | Employment in Services | # People | 10,251,634 | 25 | 1130 | ||
7 | Non-Agricultural Labour Force | # People | 15,067,127 | 25 | 1127 | ||
8 | Wage & Salaried Workers / Total Labour Force % | % People | 58 | 44 | 1125 | ||
9 | Employment in Services / Total Labour Force %. | % People | 56 | 74 | 1129 | ||
10 | Employment in services/Total Labour force %. | % People | 56 | 74 | 1125 | ||
11 | Employment in Services /Total pop.%. | % People | 25 | 74 | 1126 | ||
12 | Total Labour Force/Total Pop. | % People | 43 | 88 | 1128 | ||
13 | Non-Agri Labour force/Total Labour force %. | % People | 76 | 94 | 1127 | ||
Below World Average |
|||||||
1 | Employment in Agri. / Total Labour Force % . | % People | 23 | 84 | 1233 | ||
2 | Employment in Agriculture/Total Labour force %. | % People | 23 | 84 | 1230 | ||
3 | Employment in Agriculture /Total Pop. %. | % People | 9 | 76 | 1231 | ||
4 | Employment in Agriculture | # People | 5,314,003 | 29 | 1232 |
Health Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | HIV Infections (Per 1000) | People Per 1,000 | 0 | 3 | 1129 | ||
2 | Doctors (Per 10,000) | People Per 10,000 | 7 | 125 | 1126 | ||
3 | No. of people HIV infected/Total pop. | # People | 5,202 | 1 | 1129 | ||
Below World Average |
|||||||
1 | Life Expectancy at Birth, both sexes | Age | 73 | 161 | 1230 | ||
2 | Pharmacists (Per 10,000) | People Per 10,000 | 4 | 134 | 1231 | ||
3 | Nurses to doctor ratio | Ratio | 46 | 127 | 1235 | ||
4 | Total No. of Pharmacists | # People | 19,528 | 68 | 1230 | ||
5 | Total Nursing | # People | 163,061 | 48 | 1231 | ||
6 | Nurses(per 10000) | People per 10000 | 164,032 | 48 | 1232 | ||
7 | Total No. of Doctors | # People | 78,648 | 44 | 1231 |
Urbanization Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | # Cities>5M | # Cities | 0 | 9 | 1130 | ||
2 | # Cities>5M | # Cities | 0 | 11 | 1125 | ||
3 | # Cities>1M | # Cities | 1 | 17 | 1125 | ||
4 | Urban Population (2021) | # People | 23,726,053 | 20 | 1127 | ||
5 | # Cities>1M | # Cities | 2 | 20 | 1128 | ||
6 | 1M+ Cities per 100000 ( 1M+ Cities/ Tot Pop.)* 100000 | 0 | 20 | 1129 | |||
7 | # Cities>500000 | # Cities | 5 | 24 | 1129 | ||
8 | # Cities>300000 | # Cities | 7 | 25 | 1126 | ||
9 | # Cities>500000 | # Cities | 4 | 25 | 1130 | ||
10 | # Cities>300000 | # Cities | 8 | 29 | 1125 | ||
11 | Rural Pop. | # People | 18,013,759 | 29 | 1125 | ||
12 | # Cities>100000 | # Cities | 21 | 31 | 1126 | ||
13 | # Cities>100000 | # Cities | 23 | 32 | 1128 | ||
14 | Urban Population / Total Population % . | % People | 60 | 77 | 1127 | ||
15 | Pop. with access to Electricity (%) | % People | 86 | 139 | 1130 | ||
16 | Pop. without Electricity access | # People | 3,455,508 | 26 | 1128 | ||
Below World Average |
|||||||
1 | Rural Pop. /Total Pop. % | % People | 40 | 119 | 1231 | ||
2 | 1M+ Cities Ratio ( 1M+ Cities/ # Cities> 100000) | 0 | 52 | 1233 |
Media Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | # Phone Numbers /Total Pop. % | Percent | 101 | 10 | 1125 | ||
2 | # Mobile phone numbers | Count | 40,393,496 | 17 | 1130 |
Internet Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | LinkedIn users | # People | 6,723,222 | 18 | 1126 | ||
2 | LinkedIn Users as a % of Total LinkedIn Users | % People | 0 | 18 | 1128 | ||
3 | Internet Users | # People | 28,408,774 | 23 | 1126 | ||
4 | Facebook users | # People | 6,811,338 | 30 | 1126 | ||
5 | Twitter users | # People | 2,940,933 | 30 | 1129 | ||
6 | Twitter Users as a % of Total Twitter Users | % People | 0 | 30 | 1130 | ||
7 | Int. Users / Total Pop.% | % People | 70 | 108 | 1126 | ||
Below World Average |
|||||||
1 | FB Users / Total Int. Users %. | % People | 31 | 125 | 1230 | ||
2 | Facebook Users as a % of Total facebook Users | % People | 31 | 125 | 1233 | ||
3 | FB Users / Total Pop. %. | % People | 25 | 124 | 1232 | ||
4 | Facebook CPC in Rs. | Absolute | 5 | 117 | 1232 | ||
5 | Twitter Users as a % of Total Internet Users | % People | 14 | 105 | 1230 | ||
6 | Twitter Users as a % of Total Population | % People | 13 | 99 | 1235 | ||
7 | LinkedIn Users as a % of Total Population | % People | 32 | 73 | 1235 | ||
8 | LinkedIn Users as a % of Total Internet Users | % People | 36 | 68 | 1232 |
Governance Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Police Officers | # People | 138,224 | 22 | 1128 | ||
Below World Average |
|||||||
1 | Military Force/Total Pop. % | % People | 1 | 140 | 1235 | ||
2 | Military Force/Total World Military Force %. | % People | 0 | 71 | 1233 | ||
3 | Total Military Force | # People | 358,465 | 73 | 1230 | ||
4 | Judges Per 100K | People Per 100K | 11 | 66 | 1233 | ||
5 | Military Budget (in Billion $) | $ Billion | 15 | 51 | 1235 | ||
6 | Military Budget/Total World Military Budget %. | Percent | 0 | 50 | 1233 | ||
7 | Lawyers Per 100K | People Per 100K | 160 | 34 | 1230 |
Education Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Total Literate Pop. | # People | 34,678,001 | 23 | 1128 | ||
2 | Literacy Rate (%) | % People | 86 | 102 | 1128 | ||
Below World Average |
|||||||
1 | Enrolment in Tertiary Edu/Total Literate Pop. %. | % People | 9 | 108 | 1232 | ||
2 | Enrolment in Tertiary Edu./ Total Pop. %. | % People | 9 | 105 | 1230 | ||
3 | # Students per teacher in Primary edu. | Ratio | 260 | 74 | 1231 | ||
4 | Enrolment in Secondary Edu./Total Literate Pop. | % People | 28 | 72 | 1230 | ||
5 | Enrolment in Primary Edu./ Total Literate Pop %. | % People | 36 | 63 | 1235 | ||
6 | # Students per teacher in secondary edu. | Ratio | 57 | 58 | 1233 | ||
7 | Enrolment in Secondary Edu./Total Pop %. | % People | 23 | 57 | 1233 | ||
8 | Enrolment in Primary Edu./Total Pop %. | % People | 27 | 53 | 1234 | ||
9 | Teachers in secondary edu. | # People | 659,923 | 36 | 1232 | ||
10 | Enrolment in tertiary edu.(all programmes) | # People | 4,618,191 | 35 | 1230 | ||
11 | Enrolment in secondary edu. | # People | 9,727,510 | 23 | 1234 | ||
12 | Teachers in primary edu. | # People | 357,113 | 23 | 1235 | ||
13 | Enrolment in primary edu. | # People | 9,629,078 | 19 | 1231 | ||
14 | # Total Students (Primary+Secondary+Tertiary) | # People | 38,831,325 | 19 | 1234 |
Demographics Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Total Population (2025) | # People (In Thousands) | 42,003 | 24 | 1126 | ||
2 | Male Population (2025) | # People (In Thousands) | 21,226 | 24 | 1126 | ||
3 | Female Population (2025) | # People (In Thousands) | 20,993 | 24 | 1126 | ||
4 | Births | # People (In Thousands) | 681 | 24 | 1127 | ||
5 | Gender Ratio | Ratio of female per male, Country total female/ Country total male | 1 | 28 | 1127 | ||
6 | Female % of Total Pop. | % People | 50 | 38 | 1128 | ||
7 | Population Growth Rate (%) | % People | 0 | 83 | 1130 | ||
8 | Total Deaths | # People (In Thousands) | 319 | 22 | 1128 | ||
Below World Average |
|||||||
1 | Male % of Total Pop. | % People | 50 | 156 | 1234 | ||
2 | Density ( Pop/Land Area Ratio) | Density | 265 | 133 | 1232 |
Wealth Metrics
Sr. | Title | Metric | World Average | Rank out of 195 | Value | ||
---|---|---|---|---|---|---|---|
Above World Average |
|||||||
1 | Import Ban(Number of products) | Count | 12 | 27 | 1130 | ||
2 | FDI (millions USD) | Amount | 3,115 | 49 | 1126 | ||
3 | FDI / Total FDI of the World %. | 0 | 49 | 1129 | |||
4 | Corporate Tax Rates in % | Rate | 23 | 62 | 1125 | ||
Below World Average |
|||||||
1 | GDP Per Capita at PPP (USD) | $ | 30,228 | 159 | 1234 | ||
2 | Exports/Total GDP of the Country %. | 53 | 116 | 1231 | |||
3 | GDP Per Capita (USD) | $ | 6,447 | 105 | 1230 | ||
4 | Imports /Total GDP of the Country %. | 46 | 96 | 1234 | |||
5 | Import of Goods and Services (in Million $) | Amount | 183,299 | 41 | 1230 | ||
6 | Export of Goods and Services (in Million $) | Amount | 186,399 | 41 | 1231 | ||
7 | Imports/Total Imports of the World %. | 0 | 41 | 1231 | |||
8 | Exports /Total Exports of the World %. | 0 | 40 | 1234 | |||
9 | GDP (Billions USD) 2025 | $ Billions | 597 | 38 | 1234 | ||
10 | GDP as a % of Total GDP | Percent | 0 | 38 | 1230 | ||
11 | No. of Companies Listed in NYSE | Count | 65 | 17 | 1231 |
South Africa Language Details
Sr. | Language | % of people speaking the language in country. |
---|---|---|
1 | English | 8.96 % |
2 | Tswana | 7.63 % |
3 | Northern Sotho | 7.26 % |
4 | Sotho | 7.09 % |
5 | Tsonga | 6.31 % |
6 | Swazi | 3.55 % |
7 | Venda | 2.01 % |
8 | Ndebele | 1.96 % |
9 | Xhosa | 1.24 % |
10 | Standard Chinese | 0.03 % |
11 | Telugu | 0.01 % |
List of cities having more than 100K population in South Africa
Sr. | City | Total City Population (2023) |
---|---|---|
1 | Benoni | 178,997 |
2 | Bloemfontein | 523,767 |
3 | Botshabelo | 204,840 |
4 | Cape Town | 3,867,941 |
5 | Carletonville | 168,088 |
6 | Durban | 3,140,799 |
7 | East London | 333,245 |
8 | Embalenhle | 134,042 |
9 | Evaton | 682,611 |
10 | George | 177,445 |
11 | Johannesburg | 8,861,879 |
12 | Kimberley | 253,879 |
13 | Klerksdorp | 213,633 |
14 | Ladysmith | 134,944 |
15 | Mdantsane | 193,341 |
16 | Middelburg | 184,660 |
17 | Mthatha | 155,123 |
18 | Newcastle | 328,623 |
19 | Paarl | 222,877 |
20 | Pietermaritzburg | 535,717 |
21 | Polokwane | 256,360 |
22 | Port Elizabeth | 988,010 |
23 | Potchefstroom | 167,750 |
24 | Pretoria | 1,987,858 |
25 | Rustenburg | 351,621 |
26 | Sasolburg | 127,842 |
27 | Somerset West | 211,942 |
28 | Soshanguve | 820,824 |
29 | Stanger | 151,629 |
30 | Uitenhage | 273,834 |
31 | Vereeniging | 426,026 |
32 | Welkom | 237,871 |
33 | Witbank | 351,395 |
Frequently Asked Questions :
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.