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Renāte Šnore 131RIC033
- gada 16. decembris
Summary of Gapminder Data Set
Head of Data Set
## # A tibble: 6 x 6
## country continent year lifeExp pop gdpPercap
## <fct> <fct> <int> <dbl> <int> <dbl>
## 1 Afghanistan Asia 1952 28.8 8425333 779.
## 2 Afghanistan Asia 1957 30.3 9240934 821.
## 3 Afghanistan Asia 1962 32.0 10267083 853.
## 4 Afghanistan Asia 1967 34.0 11537966 836.
## 5 Afghanistan Asia 1972 36.1 13079460 740.
## 6 Afghanistan Asia 1977 38.4 14880372 786.Summary of Data Set
## country continent year lifeExp
## Afghanistan: 12 Africa :624 Min. :1952 Min. :23.60
## Albania : 12 Americas:300 1st Qu.:1966 1st Qu.:48.20
## Algeria : 12 Asia :396 Median :1980 Median :60.71
## Angola : 12 Europe :360 Mean :1980 Mean :59.47
## Argentina : 12 Oceania : 24 3rd Qu.:1993 3rd Qu.:70.85
## Australia : 12 Max. :2007 Max. :82.60
## (Other) :1632
## pop gdpPercap
## Min. :6.001e+04 Min. : 241.2
## 1st Qu.:2.794e+06 1st Qu.: 1202.1
## Median :7.024e+06 Median : 3531.8
## Mean :2.960e+07 Mean : 7215.3
## 3rd Qu.:1.959e+07 3rd Qu.: 9325.5
## Max. :1.319e+09 Max. :113523.1
## Tail of Data Set
## # A tibble: 6 x 6
## country continent year lifeExp pop gdpPercap
## <fct> <fct> <int> <dbl> <int> <dbl>
## 1 Zimbabwe Africa 1982 60.4 7636524 789.
## 2 Zimbabwe Africa 1987 62.4 9216418 706.
## 3 Zimbabwe Africa 1992 60.4 10704340 693.
## 4 Zimbabwe Africa 1997 46.8 11404948 792.
## 5 Zimbabwe Africa 2002 40.0 11926563 672.
## 6 Zimbabwe Africa 2007 43.5 12311143 470.There are 141 countries and 6 continents included. The countries and continents are listed below.
Additionally, the table includes data from 1952 to 2007, for every 5 years.
## [1] Afghanistan Albania
## [3] Algeria Angola
## [5] Argentina Australia
## [7] Austria Bahrain
## [9] Bangladesh Belgium
## [11] Benin Bolivia
## [13] Bosnia and Herzegovina Botswana
## [15] Brazil Bulgaria
## [17] Burkina Faso Burundi
## [19] Cambodia Cameroon
## [21] Canada Central African Republic
## [23] Chad Chile
## [25] China Colombia
## [27] Comoros Congo, Dem. Rep.
## [29] Congo, Rep. Costa Rica
## [31] Cote d'Ivoire Croatia
## [33] Cuba Czech Republic
## [35] Denmark Djibouti
## [37] Dominican Republic Ecuador
## [39] Egypt El Salvador
## [41] Equatorial Guinea Eritrea
## [43] Ethiopia Finland
## [45] France Gabon
## [47] Gambia Germany
## [49] Ghana Greece
## [51] Guatemala Guinea
## [53] Guinea-Bissau Haiti
## [55] Honduras Hong Kong, China
## [57] Hungary Iceland
## [59] India Indonesia
## [61] Iran Iraq
## [63] Ireland Israel
## [65] Italy Jamaica
## [67] Japan Jordan
## [69] Kenya Korea, Dem. Rep.
## [71] Korea, Rep. Kuwait
## [73] Lebanon Lesotho
## [75] Liberia Libya
## [77] Madagascar Malawi
## [79] Malaysia Mali
## [81] Mauritania Mauritius
## [83] Mexico Mongolia
## [85] Montenegro Morocco
## [87] Mozambique Myanmar
## [89] Namibia Nepal
## [91] Netherlands New Zealand
## [93] Nicaragua Niger
## [95] Nigeria Norway
## [97] Oman Pakistan
## [99] Panama Paraguay
## [101] Peru Philippines
## [103] Poland Portugal
## [105] Puerto Rico Reunion
## [107] Romania Rwanda
## [109] Sao Tome and Principe Saudi Arabia
## [111] Senegal Serbia
## [113] Sierra Leone Singapore
## [115] Slovak Republic Slovenia
## [117] Somalia South Africa
## [119] Spain Sri Lanka
## [121] Sudan Swaziland
## [123] Sweden Switzerland
## [125] Syria Taiwan
## [127] Tanzania Thailand
## [129] Togo Trinidad and Tobago
## [131] Tunisia Turkey
## [133] Uganda United Kingdom
## [135] United States Uruguay
## [137] Venezuela Vietnam
## [139] West Bank and Gaza Yemen, Rep.
## [141] Zambia Zimbabwe
## 142 Levels: Afghanistan Albania Algeria Angola Argentina ... Zimbabwe## [1] Asia Europe Africa Americas Oceania
## Levels: Africa Americas Asia Europe Oceania## [1] 1952 1957 1962 1967 1972 1977 1982 1987 1992 1997 2002 2007There are no missing values
## [1] 0Description of Gapminder Data Set
Excerpt of the Gapminder data on life expectancy, GDP per capita, and population by country. Source http://www.gapminder.org/data/
country factor with 142 levels
continent factor with 5 levels
year ranges from 1952 to 2007 in increments of 5 years
lifeExp life expectancy at birth, in years
pop population
gdpPercap GDP per capita (US$, inflation-adjusted)
## [1] 1704## [1] 6Vizualization of Gapminder
Conclusion
Gapminder is a data set without missing values, it consists of 1704 rows and 6 columns of data. For modelling with this dataset predictive modelling could be applied.