Welcome to the repository! Here are collected plots for analysis of country's socio-economic status. It is aimed primarily for academia of Social Science, such as Economists, Sociologists and Political Scientists, but also can be applied in other places (for example, Marketing).
Looking at this bubble plot, you may notice that there is no linear relationship between income and life expectancy in Russia. The reason is due to some regions: for example, Causasian regions show high life expectancy at lower incomes whereas Siberian, Ural and Far Eastern regions experience opposite situation with higher incomes and lower life expectancies. When reducing these regions from our data set, we will see ordinary linear relationship where the more regions earn the longer they live.
Fig. 26. 3D Bubble Plot of Life Expectnacy Difference between Females, Income and Males and Fertility Rate
Region | Federal District | Fertility Rate | Difference | Income | Life Expectancy | Population |
---|---|---|---|---|---|---|
Adygea | Southern | 1.31 | 9.16 | 435.07 | 71.22 | 496934 |
Altai Krai | Siberian | 1.35 | 9.02 | 402.33 | 68.6 | 2163693 |
Amur | Far Eastern | 1.46 | 9.36 | 747.16 | 66.3 | 766912 |
Arkhangelsk | Northwestern | 1.49 | 10.75 | 760.29 | 69.6 | 978873 |
Astrakhan | Southern | 1.63 | 8.01 | 538.66 | 69.9 | 960142 |
Bashkortostan | Volga | 1.41 | 9.34 | 522.24 | 69.49 | 4091423 |
Belgorod | Central | 1.17 | 8.12 | 506.96 | 70.67 | 1540486 |
Bryansk | Central | 1.2 | 10.31 | 443.45 | 68.67 | 1169161 |
Buryatia | Siberian | 1.68 | 9.69 | 591.56 | 68.91 | 978588 |
Chechnya | North Caucasian | 2.74 | 4.75 | 361.99 | 73 | 1510824 |
Chelyabinsk | Ural | 1.47 | 9.43 | 549.82 | 69.16 | 3431224 |
Chukotka | Far Eastern | 1.66 | 8.7 | 1565.56 | 64.87 | 47490 |
Chuvashia | Volga | 1.42 | 10.51 | 439.56 | 69.99 | 1186909 |
Dagestan | North Caucasian | 1.73 | 4.89 | 380.96 | 76.59 | 3182054 |
Ingushetia | North Caucasian | 1.83 | 6.03 | 408.11 | 80.52 | 509541 |
Irkutsk | Siberian | 1.69 | 9.79 | 691.84 | 66.8 | 2370102 |
Ivanovo | Central | 1.37 | 9.83 | 387.16 | 69.02 | 927828 |
Jewish AO | Far Eastern | 1.62 | 8.85 | 616.3 | 66.12 | 150453 |
Kabardino-Balkaria | North Caucasian | 1.51 | 7.41 | 382.8 | 73.77 | 904200 |
Kaliningrad | Northwestern | 1.26 | 8.74 | 497.54 | 70.99 | 1029966 |
Kalmykia | Southern | 1.43 | 8.16 | 414.18 | 71.4 | 267133 |
Kaluga | Central | 1.34 | 9.81 | 565.12 | 69.16 | 1069904 |
Karachay-Cherkessia | North Caucasian | 1.3 | 8.07 | 381.6 | 73.47 | 469865 |
Karelia | Northwestern | 1.5 | 10.38 | 627.02 | 67.31 | 533121 |
Khakassia | Siberian | 1.54 | 9.43 | 588.49 | 68.49 | 534795 |
Khanty-Mansi AO | Ural | 1.67 | 7.22 | 1079.29 | 72.01 | 1711480 |
Kirov | Volga | 1.5 | 9.88 | 441.99 | 69.73 | 1153680 |
Komi | Northwestern | 1.53 | 9.6 | 774.88 | 68.32 | 737853 |
Kostroma | Central | 1.52 | 9.43 | 427.29 | 68.78 | 580976 |
Kurgan | Ural | 1.68 | 10.19 | 438.46 | 68.29 | 776661 |
Kursk | Central | 1.29 | 8.85 | 499.09 | 68.56 | 1082458 |
Leningrad | Northwestern | 0.87 | 9.51 | 623.34 | 70.17 | 2000997 |
Lipetsk | Central | 1.2 | 9.41 | 485.19 | 68.58 | 1143224 |
Magadan | Far Eastern | 1.43 | 10.03 | 1360.58 | 67.41 | 136085 |
Mari El | Volga | 1.41 | 11.18 | 430.09 | 69.46 | 677097 |
Mordovia | Volga | 1.03 | 8.11 | 436.91 | 70.24 | 783552 |
Moscow | Central | 1.33 | 9.07 | 737.57 | 70.35 | 8524665 |
Moscow City | Central | 1.42 | 6.94 | 1249.13 | 74.55 | 13010112 |
Murmansk | Northwestern | 1.47 | 9.13 | 1005.29 | 68.29 | 667744 |
Nenets AO | Northwestern | 1.84 | 10.83 | 1191.59 | 69.39 | 41434 |
Nizhny Novgorod | Volga | 1.31 | 10.16 | 483.85 | 68.93 | 3119115 |
North Ossetia | North Caucasian | 1.59 | 8.38 | 394.68 | 72.47 | 687357 |
Novgorod | Northwestern | 1.32 | 10.32 | 494.79 | 67.64 | 583387 |
Novosibirsk | Siberian | 1.49 | 9.61 | 553.34 | 69.19 | 2797176 |
Omsk | Siberian | 1.52 | 8.97 | 497.24 | 69.02 | 1858798 |
Orenburg | Volga | 1.46 | 8.57 | 485.87 | 68.21 | 1862767 |
Oryol | Central | 1.21 | 9.77 | 434.26 | 68.97 | 713374 |
Penza | Volga | 1.19 | 9.58 | 441.73 | 69.97 | 1266348 |
Primorsky Krai | Far Eastern | 1.43 | 9.47 | 678.8 | 68.61 | 1845165 |
Pskov | Northwestern | 1.33 | 9.82 | 420.9 | 67.69 | 599084 |
Rostov | Southern | 1.25 | 7.87 | 470.3 | 69.79 | 4200729 |
Ryazan | Central | 1.14 | 9.35 | 484.23 | 68.61 | 1102810 |
Saint Petersburg | Northwestern | 1.28 | 8.07 | 886.79 | 72.51 | 5601911 |
Sakha | Far Eastern | 1.62 | 8.82 | 1113.66 | 69.98 | 995686 |
Sakhalin | Far Eastern | 1.81 | 9.69 | 1160.59 | 68.42 | 466609 |
Samara | Volga | 1.33 | 9.24 | 507.43 | 69.33 | 3172925 |
Saratov | Volga | 1.11 | 8.34 | 465.51 | 69.08 | 2442575 |
Smolensk | Central | 1.08 | 9.55 | 438.74 | 68 | 888421 |
Sverdlovsk | Ural | 1.56 | 10.08 | 590.4 | 68.79 | 4268998 |
Tambov | Central | 1.22 | 8.92 | 411.67 | 69.88 | 982991 |
Tatarstan | Volga | 1.43 | 9.33 | 580.1 | 71.28 | 4004809 |
Tomsk | Siberian | 1.24 | 9.33 | 617.69 | 69.7 | 1062666 |
Tula | Central | 1.15 | 9.8 | 531.12 | 68.97 | 1501214 |
Tuva | Siberian | 2.51 | 8.2 | 593.44 | 66.88 | 336651 |
Tver | Central | 1.3 | 10.23 | 490.58 | 67.87 | 1230171 |
Tyumen | Ural | 1.72 | 9.45 | 1099.71 | 70.14 | 1601940 |
Udmurtia | Volga | 1.43 | 10.84 | 488.14 | 69.99 | 1452914 |
Ulyanovsk | Volga | 1.32 | 9.69 | 443.69 | 69.05 | 1196745 |
Vladimir | Central | 1.16 | 9.82 | 485.58 | 68.11 | 1348134 |
Volgograd | Southern | 1.14 | 8.44 | 453.44 | 69.96 | 2500781 |
Vologda | Northwestern | 1.41 | 10.53 | 577.55 | 69.08 | 1142827 |
Voronezh | Central | 1.23 | 9.52 | 496.07 | 69.49 | 2308792 |
Yamalo-Nenets AO | Ural | 1.92 | 7.32 | 1739.92 | 71.7 | 510490 |
Yaroslavl | Central | 1.31 | 10.47 | 499.99 | 69.07 | 1209811 |
Zabaykalsky Krai | Siberian | 1.69 | 9.26 | 646.57 | 66.82 | 1004125 |