{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Data Exploration: Migration in Europe" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "from functools import reduce\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "import matplotlib.patches as pat\n", "from matplotlib import cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Immigration & emigration overview\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", " | GEO/TIME | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Belgium | \n", ": | \n", ": | \n", "135281 | \n", "147377 | \n", "129477 | \n", "120078 | \n", "123158 | \n", "146626 | \n", "123702 | \n", "126703 | \n", "
1 | \n", "Bulgaria | \n", ": | \n", ": | \n", ": | \n", ": | \n", "14103 | \n", "18570 | \n", "26615 | \n", "25223 | \n", "21241 | \n", "25597 | \n", "
2 | \n", "Czechia | \n", "108267 | \n", "75620 | \n", "48317 | \n", "27114 | \n", "34337 | \n", "30124 | \n", "29897 | \n", "29602 | \n", "64083 | \n", "51847 | \n", "
3 | \n", "Denmark | \n", "57357 | \n", "51800 | \n", "52236 | \n", "52833 | \n", "54409 | \n", "60312 | \n", "68388 | \n", "78492 | \n", "74383 | \n", "68579 | \n", "
4 | \n", "Germany (until 1990 former territory of the FRG) | \n", "682146 | \n", "346216 | \n", "404055 | \n", "489422 | \n", "592175 | \n", "692713 | \n", "884893 | \n", "1543848 | \n", "1029852 | \n", "917109 | \n", "
5 | \n", "Estonia | \n", "3671 | \n", "3884 | \n", "2810 | \n", "3709 | \n", "2639 | \n", "4109 | \n", "3904 | \n", "15413 | \n", "14822 | \n", "17616 | \n", "
6 | \n", "Ireland | \n", "82592 | \n", "50604 | \n", "52339 | \n", "57292 | \n", "61324 | \n", "65539 | \n", "73519 | \n", "80792 | \n", "85185 | \n", "78499 | \n", "
7 | \n", "Greece | \n", "66529 | \n", "58613 | \n", "60462 | \n", "60089 | \n", "58200 | \n", "57946 | \n", "59013 | \n", "64446 | \n", "116867 | \n", "112247 | \n", "
8 | \n", "Spain | \n", "599075 | \n", "392962 | \n", "360705 | \n", "371331 | \n", "304053 | \n", "280772 | \n", "305454 | \n", "342114 | \n", "414746 | \n", "532132 | \n", "
9 | \n", "France | \n", "296608 | \n", "296970 | \n", "307111 | \n", "319816 | \n", "327431 | \n", "338752 | \n", "340383 | \n", "364221 | \n", "378115 | \n", "369964 | \n", "
10 | \n", "Croatia | \n", "16883 | \n", "13213 | \n", "8846 | \n", "8534 | \n", "8959 | \n", "10378 | \n", "10638 | \n", "11706 | \n", "13985 | \n", "15553 | \n", "
11 | \n", "Italy | \n", "534712 | \n", "442940 | \n", "458856 | \n", "385793 | \n", "350772 | \n", "307454 | \n", "277631 | \n", "280078 | \n", "300823 | \n", "343440 | \n", "
12 | \n", "Cyprus | \n", "21060 | \n", "22581 | \n", "20206 | \n", "23037 | \n", "17476 | \n", "13149 | \n", "9212 | \n", "15183 | \n", "17391 | \n", "21306 | \n", "
13 | \n", "Latvia | \n", "4678 | \n", "3731 | \n", "4011 | \n", "10234 | \n", "13303 | \n", "8299 | \n", "10365 | \n", "9479 | \n", "8345 | \n", "9916 | \n", "
14 | \n", "Lithuania | \n", "9297 | \n", "6487 | \n", "5213 | \n", "15685 | \n", "19843 | \n", "22011 | \n", "24294 | \n", "22130 | \n", "20162 | \n", "20368 | \n", "
15 | \n", "Luxembourg | \n", "17758 | \n", "15751 | \n", "16962 | \n", "20268 | \n", "20478 | \n", "21098 | \n", "22332 | \n", "23803 | \n", "22888 | \n", "24379 | \n", "
16 | \n", "Hungary | \n", "37652 | \n", "27894 | \n", "25519 | \n", "28018 | \n", "33702 | \n", "38968 | \n", "54581 | \n", "58344 | \n", "53618 | \n", "68070 | \n", "
17 | \n", "Malta | \n", "6043 | \n", "6161 | \n", "4275 | \n", "5465 | \n", "8256 | \n", "10897 | \n", "14454 | \n", "16936 | \n", "17051 | \n", "21676 | \n", "
18 | \n", "Netherlands | \n", "143516 | \n", "122917 | \n", "126776 | \n", "130118 | \n", "124566 | \n", "129428 | \n", "145323 | \n", "166872 | \n", "189232 | \n", "189646 | \n", "
19 | \n", "Austria | \n", "73772 | \n", "69295 | \n", "70978 | \n", "82230 | \n", "91557 | \n", "101866 | \n", "116262 | \n", "166323 | \n", "129509 | \n", "111801 | \n", "
20 | \n", "Poland | \n", "15275 | \n", "189166 | \n", "155131 | \n", "157059 | \n", "217546 | \n", "220311 | \n", "222275 | \n", "218147 | \n", "208302 | \n", "209353 | \n", "
21 | \n", "Portugal | \n", "29718 | \n", "32307 | \n", "27575 | \n", "19667 | \n", "14606 | \n", "17554 | \n", "19516 | \n", "29896 | \n", "29925 | \n", "36639 | \n", "
22 | \n", "Romania | \n", "138929 | \n", "135844 | \n", "149885 | \n", "147685 | \n", "167266 | \n", "153646 | \n", "136035 | \n", "132795 | \n", "137455 | \n", "177435 | \n", "
23 | \n", "Slovenia | \n", "30693 | \n", "30296 | \n", "15416 | \n", "14083 | \n", "15022 | \n", "13871 | \n", "13846 | \n", "15420 | \n", "16623 | \n", "18808 | \n", "
24 | \n", "Slovakia | \n", "8765 | \n", "6346 | \n", "5272 | \n", "4829 | \n", "5419 | \n", "5149 | \n", "5357 | \n", "6997 | \n", "7686 | \n", "7188 | \n", "
25 | \n", "Finland | \n", "29114 | \n", "26699 | \n", "25636 | \n", "29481 | \n", "31278 | \n", "31941 | \n", "31507 | \n", "28746 | \n", "34905 | \n", "31797 | \n", "
26 | \n", "Sweden | \n", "101171 | \n", "102280 | \n", "98801 | \n", "96467 | \n", "103059 | \n", "115845 | \n", "126966 | \n", "134240 | \n", "163005 | \n", "144489 | \n", "
27 | \n", "United Kingdom | \n", "590242 | \n", "566514 | \n", "590950 | \n", "566044 | \n", "498040 | \n", "526046 | \n", "631991 | \n", "631452 | \n", "588993 | \n", "644209 | \n", "
28 | \n", "Iceland | \n", "10288 | \n", "3921 | \n", "3948 | \n", "4073 | \n", "4960 | \n", "6406 | \n", "5368 | \n", "5635 | \n", "8710 | \n", "12116 | \n", "
29 | \n", "Liechtenstein | \n", "578 | \n", "584 | \n", "591 | \n", "650 | \n", "671 | \n", "696 | \n", "615 | \n", "657 | \n", "607 | \n", "645 | \n", "
30 | \n", "Norway | \n", "58123 | \n", "55953 | \n", "69214 | \n", "70337 | \n", "69908 | \n", "68313 | \n", "66903 | \n", "60816 | \n", "61460 | \n", "53351 | \n", "
31 | \n", "Switzerland | \n", "184297 | \n", "160623 | \n", "161778 | \n", "148799 | \n", "149051 | \n", "160157 | \n", "156282 | \n", "153627 | \n", "149305 | \n", "143377 | \n", "
32 | \n", "North Macedonia | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
33 | \n", "Turkey | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
34 | \n", "Belarus | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
35 | \n", "Bosnia and Herzegovina | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
36 | \n", "Moldova | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
37 | \n", "Russia | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
38 | \n", "San Marino | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
39 | \n", "United States | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
40 | \n", "Kyrgyzstan | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
41 | \n", "Tajikistan | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
42 | \n", "Uzbekistan | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
43 | \n", "Armenia | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
44 | \n", "Azerbaijan | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", ": | \n", "
\n", " | 2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
GEO/TIME | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
Belgium | \n", "NaN | \n", "NaN | \n", "135281.0 | \n", "147377.0 | \n", "129477.0 | \n", "120078.0 | \n", "123158.0 | \n", "146626.0 | \n", "123702.0 | \n", "126703.0 | \n", "
Bulgaria | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "14103.0 | \n", "18570.0 | \n", "26615.0 | \n", "25223.0 | \n", "21241.0 | \n", "25597.0 | \n", "
\n", " | 2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
Belgium | \n", "135281.0 | \n", "135281.0 | \n", "135281.0 | \n", "147377.0 | \n", "129477.0 | \n", "120078.0 | \n", "123158.0 | \n", "146626.0 | \n", "123702.0 | \n", "126703.0 | \n", "
Bulgaria | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "18570.0 | \n", "26615.0 | \n", "25223.0 | \n", "21241.0 | \n", "25597.0 | \n", "
Czechia | \n", "108267.0 | \n", "75620.0 | \n", "48317.0 | \n", "27114.0 | \n", "34337.0 | \n", "30124.0 | \n", "29897.0 | \n", "29602.0 | \n", "64083.0 | \n", "51847.0 | \n", "
Denmark | \n", "57357.0 | \n", "51800.0 | \n", "52236.0 | \n", "52833.0 | \n", "54409.0 | \n", "60312.0 | \n", "68388.0 | \n", "78492.0 | \n", "74383.0 | \n", "68579.0 | \n", "
Germany | \n", "682146.0 | \n", "346216.0 | \n", "404055.0 | \n", "489422.0 | \n", "592175.0 | \n", "692713.0 | \n", "884893.0 | \n", "1543848.0 | \n", "1029852.0 | \n", "917109.0 | \n", "
\n", " | 2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
Belgium | \n", "135281.0 | \n", "135281.0 | \n", "135281.0 | \n", "147377.0 | \n", "129477.0 | \n", "120078.0 | \n", "123158.0 | \n", "146626.0 | \n", "123702.0 | \n", "126703.0 | \n", "
Bulgaria | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "18570.0 | \n", "26615.0 | \n", "25223.0 | \n", "21241.0 | \n", "25597.0 | \n", "
Czechia | \n", "108267.0 | \n", "75620.0 | \n", "48317.0 | \n", "27114.0 | \n", "34337.0 | \n", "30124.0 | \n", "29897.0 | \n", "29602.0 | \n", "64083.0 | \n", "51847.0 | \n", "
Denmark | \n", "57357.0 | \n", "51800.0 | \n", "52236.0 | \n", "52833.0 | \n", "54409.0 | \n", "60312.0 | \n", "68388.0 | \n", "78492.0 | \n", "74383.0 | \n", "68579.0 | \n", "
Germany | \n", "682146.0 | \n", "346216.0 | \n", "404055.0 | \n", "489422.0 | \n", "592175.0 | \n", "692713.0 | \n", "884893.0 | \n", "1543848.0 | \n", "1029852.0 | \n", "917109.0 | \n", "
\n", " | 2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
Belgium | \n", "66013.0 | \n", "66013.0 | \n", "66013.0 | \n", "84148.0 | \n", "93600.0 | \n", "102657.0 | \n", "94573.0 | \n", "89794.0 | \n", "92471.0 | \n", "89690.0 | \n", "
Bulgaria | \n", "16615.0 | \n", "16615.0 | \n", "16615.0 | \n", "16615.0 | \n", "16615.0 | \n", "19678.0 | \n", "28727.0 | \n", "29470.0 | \n", "30570.0 | \n", "31586.0 | \n", "
Czechia | \n", "51478.0 | \n", "61782.0 | \n", "61069.0 | \n", "55910.0 | \n", "46106.0 | \n", "25894.0 | \n", "28468.0 | \n", "25684.0 | \n", "38864.0 | \n", "27316.0 | \n", "
Denmark | \n", "38356.0 | \n", "39899.0 | \n", "41456.0 | \n", "41593.0 | \n", "43663.0 | \n", "43310.0 | \n", "44426.0 | \n", "44625.0 | \n", "52654.0 | \n", "56403.0 | \n", "
Germany | \n", "737889.0 | \n", "286582.0 | \n", "252456.0 | \n", "249045.0 | \n", "240001.0 | \n", "259328.0 | \n", "324221.0 | \n", "347162.0 | \n", "533762.0 | \n", "560700.0 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2008 | \n", "73772.0 | \n", "
51 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "
83 | \n", "Austria | \n", "2010 | \n", "70978.0 | \n", "
115 | \n", "Austria | \n", "2011 | \n", "82230.0 | \n", "
147 | \n", "Austria | \n", "2012 | \n", "91557.0 | \n", "
\n", " | country | \n", "year | \n", "emigrants | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2008 | \n", "51563.0 | \n", "
51 | \n", "Austria | \n", "2009 | \n", "53244.0 | \n", "
83 | \n", "Austria | \n", "2010 | \n", "51651.0 | \n", "
115 | \n", "Austria | \n", "2011 | \n", "51197.0 | \n", "
147 | \n", "Austria | \n", "2012 | \n", "51812.0 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "
---|---|---|---|---|
0 | \n", "Austria | \n", "2008 | \n", "73772.0 | \n", "51563.0 | \n", "
1 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "
2 | \n", "Austria | \n", "2010 | \n", "70978.0 | \n", "51651.0 | \n", "
3 | \n", "Austria | \n", "2011 | \n", "82230.0 | \n", "51197.0 | \n", "
4 | \n", "Austria | \n", "2012 | \n", "91557.0 | \n", "51812.0 | \n", "
\n", " | Total | \n", "Family reasons | \n", "Education reasons | \n", "Work, job found before migrating | \n", "Work, no job found before migrating | \n", "International protection or asylum | \n", "Other | \n", "No response | \n", "
---|---|---|---|---|---|---|---|---|
Denmark | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
Ireland | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
Netherlands | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
Iceland | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
Liechtenstein | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | Family reasons | \n", "Education reasons | \n", "Work, job found before migrating | \n", "Work, no job found before migrating | \n", "International protection or asylum | \n", "Other | \n", "No response | \n", "Fam500k+ | \n", "Fam100k+ | \n", "
---|---|---|---|---|---|---|---|---|---|
Germany | \n", "3661.4 | \n", "396.4 | \n", "676.5 | \n", "1142.0 | \n", "733.0 | \n", "1238.5 | \n", "530.8 | \n", "True | \n", "True | \n", "
United Kingdom | \n", "3154.4 | \n", "974.4 | \n", "827.7 | \n", "1282.0 | \n", "318.2 | \n", "338.3 | \n", "32.1 | \n", "True | \n", "True | \n", "
Italy | \n", "2375.3 | \n", "114.0 | \n", "376.4 | \n", "2039.5 | \n", "23.6 | \n", "65.8 | \n", "7.6 | \n", "True | \n", "True | \n", "
France | \n", "3301.5 | \n", "473.8 | \n", "232.2 | \n", "500.1 | \n", "219.4 | \n", "219.5 | \n", "219.5 | \n", "True | \n", "True | \n", "
Spain | \n", "2068.3 | \n", "119.7 | \n", "534.8 | \n", "1552.1 | \n", "24.3 | \n", "360.7 | \n", "76.7 | \n", "True | \n", "True | \n", "
\n", " | Family reasons | \n", "Education reasons | \n", "Work, job found before migrating | \n", "Work, no job found before migrating | \n", "International protection or asylum | \n", "Other | \n", "No response | \n", "
---|---|---|---|---|---|---|---|
Germany | \n", "3661.4 | \n", "396.4 | \n", "676.5 | \n", "1142.0 | \n", "733.0 | \n", "1238.5 | \n", "530.8 | \n", "
United Kingdom | \n", "3154.4 | \n", "974.4 | \n", "827.7 | \n", "1282.0 | \n", "318.2 | \n", "338.3 | \n", "32.1 | \n", "
Italy | \n", "2375.3 | \n", "114.0 | \n", "376.4 | \n", "2039.5 | \n", "23.6 | \n", "65.8 | \n", "7.6 | \n", "
France | \n", "3301.5 | \n", "473.8 | \n", "232.2 | \n", "500.1 | \n", "219.4 | \n", "219.5 | \n", "219.5 | \n", "
Spain | \n", "2068.3 | \n", "119.7 | \n", "534.8 | \n", "1552.1 | \n", "24.3 | \n", "360.7 | \n", "76.7 | \n", "
\n", " | country | \n", "Reason | \n", "thousands | \n", "
---|---|---|---|
17 | \n", "Austria | \n", "Education reasons | \n", "77.2 | \n", "
8 | \n", "Austria | \n", "Family reasons | \n", "608.9 | \n", "
44 | \n", "Austria | \n", "International protection or asylum | \n", "109.7 | \n", "
62 | \n", "Austria | \n", "No response | \n", "39.0 | \n", "
53 | \n", "Austria | \n", "Other | \n", "39.0 | \n", "
\n", " | index | \n", "Family reasons | \n", "Education reasons | \n", "Work, job found before migrating | \n", "Work, no job found before migrating | \n", "International protection or asylum | \n", "Other | \n", "No response | \n", "Fam500k+ | \n", "Fam100k+ | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Germany | \n", "3661.4 | \n", "396.4 | \n", "676.5 | \n", "1142.0 | \n", "733.0 | \n", "1238.5 | \n", "530.8 | \n", "True | \n", "True | \n", "
1 | \n", "United Kingdom | \n", "3154.4 | \n", "974.4 | \n", "827.7 | \n", "1282.0 | \n", "318.2 | \n", "338.3 | \n", "32.1 | \n", "True | \n", "True | \n", "
2 | \n", "Italy | \n", "2375.3 | \n", "114.0 | \n", "376.4 | \n", "2039.5 | \n", "23.6 | \n", "65.8 | \n", "7.6 | \n", "True | \n", "True | \n", "
3 | \n", "France | \n", "3301.5 | \n", "473.8 | \n", "232.2 | \n", "500.1 | \n", "219.4 | \n", "219.5 | \n", "219.5 | \n", "True | \n", "True | \n", "
4 | \n", "Spain | \n", "2068.3 | \n", "119.7 | \n", "534.8 | \n", "1552.1 | \n", "24.3 | \n", "360.7 | \n", "76.7 | \n", "True | \n", "True | \n", "
\n", " | Unnamed: 0 | \n", "Unnamed: 1 | \n", "Unnamed: 2 | \n", "Unnamed: 3 | \n", "Unnamed: 4 | \n", "Unnamed: 5 | \n", "Unnamed: 6 | \n", "Unnamed: 7 | \n", "Unnamed: 8 | \n", "Unnamed: 9 | \n", "... | \n", "Unnamed: 68 | \n", "Unnamed: 69 | \n", "Unnamed: 70 | \n", "Unnamed: 71 | \n", "Unnamed: 72 | \n", "Unnamed: 73 | \n", "Unnamed: 74 | \n", "Unnamed: 75 | \n", "Unnamed: 76 | \n", "Unnamed: 77 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
3 | \n", "United Nations | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
4 | \n", "Population Division | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
300 | \n", "285 | \n", "Estimates | \n", "Bermuda | \n", "14 | \n", "60 | \n", "Country/Area | \n", "918 | \n", "37.256 | \n", "37.8 | \n", "38.437 | \n", "... | \n", "65.076 | \n", "64.737 | \n", "64.381 | \n", "64.038 | \n", "63.695 | \n", "63.36 | \n", "63.04 | \n", "62.763 | \n", "62.508 | \n", "62.273 | \n", "
301 | \n", "286 | \n", "Estimates | \n", "Canada | \n", "NaN | \n", "124 | \n", "Country/Area | \n", "918 | \n", "13733.4 | \n", "14078.4 | \n", "14445.5 | \n", "... | \n", "34539.2 | \n", "34922 | \n", "35296.5 | \n", "35664.3 | \n", "36026.7 | \n", "36382.9 | \n", "36732.1 | \n", "37074.6 | \n", "37411 | \n", "37742.2 | \n", "
302 | \n", "287 | \n", "Estimates | \n", "Greenland | \n", "26 | \n", "304 | \n", "Country/Area | \n", "918 | \n", "22.993 | \n", "23.466 | \n", "23.936 | \n", "... | \n", "56.555 | \n", "56.477 | \n", "56.412 | \n", "56.383 | \n", "56.378 | \n", "56.408 | \n", "56.473 | \n", "56.565 | \n", "56.66 | \n", "56.772 | \n", "
303 | \n", "288 | \n", "Estimates | \n", "Saint Pierre and Miquelon | \n", "2 | \n", "666 | \n", "Country/Area | \n", "918 | \n", "4.567 | \n", "4.609 | \n", "4.648 | \n", "... | \n", "6.323 | \n", "6.251 | \n", "6.168 | \n", "6.073 | \n", "5.992 | \n", "5.933 | \n", "5.885 | \n", "5.845 | \n", "5.821 | \n", "5.795 | \n", "
304 | \n", "289 | \n", "Estimates | \n", "United States of America | \n", "35 | \n", "840 | \n", "Country/Area | \n", "918 | \n", "158804 | \n", "160872 | \n", "163266 | \n", "... | \n", "311584 | \n", "314044 | \n", "316401 | \n", "318673 | \n", "320878 | \n", "323016 | \n", "325085 | \n", "327096 | \n", "329065 | \n", "331003 | \n", "
305 rows × 78 columns
\n", "\n", " | Unnamed: 2 | \n", "Unnamed: 3 | \n", "Unnamed: 4 | \n", "Unnamed: 5 | \n", "Unnamed: 6 | \n", "Unnamed: 7 | \n", "Unnamed: 8 | \n", "Unnamed: 9 | \n", "Unnamed: 10 | \n", "Unnamed: 11 | \n", "... | \n", "Unnamed: 68 | \n", "Unnamed: 69 | \n", "Unnamed: 70 | \n", "Unnamed: 71 | \n", "Unnamed: 72 | \n", "Unnamed: 73 | \n", "Unnamed: 74 | \n", "Unnamed: 75 | \n", "Unnamed: 76 | \n", "Unnamed: 77 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | \n", "Region, subregion, country or area * | \n", "Notes | \n", "Country code | \n", "Type | \n", "Parent code | \n", "1950 | \n", "1951 | \n", "1952 | \n", "1953 | \n", "1954 | \n", "... | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "2018 | \n", "2019 | \n", "2020 | \n", "
16 | \n", "WORLD | \n", "NaN | \n", "900 | \n", "World | \n", "0 | \n", "2.53643e+06 | \n", "2.58403e+06 | \n", "2.63086e+06 | \n", "2.67761e+06 | \n", "2.72485e+06 | \n", "... | \n", "7.04119e+06 | \n", "7.12583e+06 | \n", "7.21058e+06 | \n", "7.29529e+06 | \n", "7.3798e+06 | \n", "7.46402e+06 | \n", "7.54786e+06 | \n", "7.63109e+06 | \n", "7.71347e+06 | \n", "7.7948e+06 | \n", "
17 | \n", "UN development groups | \n", "a | \n", "1803 | \n", "Label/Separator | \n", "900 | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
18 | \n", "More developed regions | \n", "b | \n", "901 | \n", "Development Group | \n", "1803 | \n", "814819 | \n", "824004 | \n", "833720 | \n", "843788 | \n", "854060 | \n", "... | \n", "1.23956e+06 | \n", "1.24411e+06 | \n", "1.24845e+06 | \n", "1.25262e+06 | \n", "1.25662e+06 | \n", "1.26048e+06 | \n", "1.26415e+06 | \n", "1.26756e+06 | \n", "1.27063e+06 | \n", "1.2733e+06 | \n", "
19 | \n", "Less developed regions | \n", "c | \n", "902 | \n", "Development Group | \n", "1803 | \n", "1.72161e+06 | \n", "1.76003e+06 | \n", "1.79714e+06 | \n", "1.83382e+06 | \n", "1.87079e+06 | \n", "... | \n", "5.80164e+06 | \n", "5.88171e+06 | \n", "5.96213e+06 | \n", "6.04268e+06 | \n", "6.12317e+06 | \n", "6.20354e+06 | \n", "6.28371e+06 | \n", "6.36353e+06 | \n", "6.44284e+06 | \n", "6.52149e+06 | \n", "
5 rows × 76 columns
\n", "15 | \n", "Region, subregion, country or area * | \n", "Notes | \n", "Country code | \n", "Type | \n", "Parent code | \n", "1950 | \n", "1951 | \n", "1952 | \n", "1953 | \n", "1954 | \n", "... | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "2018 | \n", "2019 | \n", "2020 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | \n", "WORLD | \n", "NaN | \n", "900 | \n", "World | \n", "0 | \n", "2.53643e+06 | \n", "2.58403e+06 | \n", "2.63086e+06 | \n", "2.67761e+06 | \n", "2.72485e+06 | \n", "... | \n", "7.04119e+06 | \n", "7.12583e+06 | \n", "7.21058e+06 | \n", "7.29529e+06 | \n", "7.3798e+06 | \n", "7.46402e+06 | \n", "7.54786e+06 | \n", "7.63109e+06 | \n", "7.71347e+06 | \n", "7.7948e+06 | \n", "
17 | \n", "UN development groups | \n", "a | \n", "1803 | \n", "Label/Separator | \n", "900 | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
18 | \n", "More developed regions | \n", "b | \n", "901 | \n", "Development Group | \n", "1803 | \n", "814819 | \n", "824004 | \n", "833720 | \n", "843788 | \n", "854060 | \n", "... | \n", "1.23956e+06 | \n", "1.24411e+06 | \n", "1.24845e+06 | \n", "1.25262e+06 | \n", "1.25662e+06 | \n", "1.26048e+06 | \n", "1.26415e+06 | \n", "1.26756e+06 | \n", "1.27063e+06 | \n", "1.2733e+06 | \n", "
19 | \n", "Less developed regions | \n", "c | \n", "902 | \n", "Development Group | \n", "1803 | \n", "1.72161e+06 | \n", "1.76003e+06 | \n", "1.79714e+06 | \n", "1.83382e+06 | \n", "1.87079e+06 | \n", "... | \n", "5.80164e+06 | \n", "5.88171e+06 | \n", "5.96213e+06 | \n", "6.04268e+06 | \n", "6.12317e+06 | \n", "6.20354e+06 | \n", "6.28371e+06 | \n", "6.36353e+06 | \n", "6.44284e+06 | \n", "6.52149e+06 | \n", "
20 | \n", "Least developed countries | \n", "d | \n", "941 | \n", "Development Group | \n", "902 | \n", "195428 | \n", "199180 | \n", "203015 | \n", "206986 | \n", "211133 | \n", "... | \n", "856471 | \n", "876867 | \n", "897793 | \n", "919223 | \n", "941131 | \n", "963520 | \n", "986385 | \n", "1.00969e+06 | \n", "1.03339e+06 | \n", "1.05744e+06 | \n", "
5 rows × 76 columns
\n", "15 | \n", "1950 | \n", "1951 | \n", "1952 | \n", "1953 | \n", "1954 | \n", "1955 | \n", "1956 | \n", "1957 | \n", "1958 | \n", "1959 | \n", "... | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "2018 | \n", "2019 | \n", "2020 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Region, subregion, country or area * | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
WORLD | \n", "2.53643e+06 | \n", "2.58403e+06 | \n", "2.63086e+06 | \n", "2.67761e+06 | \n", "2.72485e+06 | \n", "2.77302e+06 | \n", "2.82244e+06 | \n", "2.87331e+06 | \n", "2.92569e+06 | \n", "2.97958e+06 | \n", "... | \n", "7.04119e+06 | \n", "7.12583e+06 | \n", "7.21058e+06 | \n", "7.29529e+06 | \n", "7.3798e+06 | \n", "7.46402e+06 | \n", "7.54786e+06 | \n", "7.63109e+06 | \n", "7.71347e+06 | \n", "7.7948e+06 | \n", "
UN development groups | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
More developed regions | \n", "814819 | \n", "824004 | \n", "833720 | \n", "843788 | \n", "854060 | \n", "864430 | \n", "874824 | \n", "885207 | \n", "895576 | \n", "905949 | \n", "... | \n", "1.23956e+06 | \n", "1.24411e+06 | \n", "1.24845e+06 | \n", "1.25262e+06 | \n", "1.25662e+06 | \n", "1.26048e+06 | \n", "1.26415e+06 | \n", "1.26756e+06 | \n", "1.27063e+06 | \n", "1.2733e+06 | \n", "
Less developed regions | \n", "1.72161e+06 | \n", "1.76003e+06 | \n", "1.79714e+06 | \n", "1.83382e+06 | \n", "1.87079e+06 | \n", "1.90859e+06 | \n", "1.94762e+06 | \n", "1.9881e+06 | \n", "2.03011e+06 | \n", "2.07363e+06 | \n", "... | \n", "5.80164e+06 | \n", "5.88171e+06 | \n", "5.96213e+06 | \n", "6.04268e+06 | \n", "6.12317e+06 | \n", "6.20354e+06 | \n", "6.28371e+06 | \n", "6.36353e+06 | \n", "6.44284e+06 | \n", "6.52149e+06 | \n", "
Least developed countries | \n", "195428 | \n", "199180 | \n", "203015 | \n", "206986 | \n", "211133 | \n", "215486 | \n", "220061 | \n", "224862 | \n", "229882 | \n", "235106 | \n", "... | \n", "856471 | \n", "876867 | \n", "897793 | \n", "919223 | \n", "941131 | \n", "963520 | \n", "986385 | \n", "1.00969e+06 | \n", "1.03339e+06 | \n", "1.05744e+06 | \n", "
5 rows × 71 columns
\n", "\n", " | 1950 | \n", "1951 | \n", "1952 | \n", "1953 | \n", "1954 | \n", "1955 | \n", "1956 | \n", "1957 | \n", "1958 | \n", "1959 | \n", "... | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "2018 | \n", "2019 | \n", "2020 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
WORLD | \n", "2.53643e+06 | \n", "2.58403e+06 | \n", "2.63086e+06 | \n", "2.67761e+06 | \n", "2.72485e+06 | \n", "2.77302e+06 | \n", "2.82244e+06 | \n", "2.87331e+06 | \n", "2.92569e+06 | \n", "2.97958e+06 | \n", "... | \n", "7.04119e+06 | \n", "7.12583e+06 | \n", "7.21058e+06 | \n", "7.29529e+06 | \n", "7.3798e+06 | \n", "7.46402e+06 | \n", "7.54786e+06 | \n", "7.63109e+06 | \n", "7.71347e+06 | \n", "7.7948e+06 | \n", "
UN development groups | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
More developed regions | \n", "814819 | \n", "824004 | \n", "833720 | \n", "843788 | \n", "854060 | \n", "864430 | \n", "874824 | \n", "885207 | \n", "895576 | \n", "905949 | \n", "... | \n", "1.23956e+06 | \n", "1.24411e+06 | \n", "1.24845e+06 | \n", "1.25262e+06 | \n", "1.25662e+06 | \n", "1.26048e+06 | \n", "1.26415e+06 | \n", "1.26756e+06 | \n", "1.27063e+06 | \n", "1.2733e+06 | \n", "
Less developed regions | \n", "1.72161e+06 | \n", "1.76003e+06 | \n", "1.79714e+06 | \n", "1.83382e+06 | \n", "1.87079e+06 | \n", "1.90859e+06 | \n", "1.94762e+06 | \n", "1.9881e+06 | \n", "2.03011e+06 | \n", "2.07363e+06 | \n", "... | \n", "5.80164e+06 | \n", "5.88171e+06 | \n", "5.96213e+06 | \n", "6.04268e+06 | \n", "6.12317e+06 | \n", "6.20354e+06 | \n", "6.28371e+06 | \n", "6.36353e+06 | \n", "6.44284e+06 | \n", "6.52149e+06 | \n", "
Least developed countries | \n", "195428 | \n", "199180 | \n", "203015 | \n", "206986 | \n", "211133 | \n", "215486 | \n", "220061 | \n", "224862 | \n", "229882 | \n", "235106 | \n", "... | \n", "856471 | \n", "876867 | \n", "897793 | \n", "919223 | \n", "941131 | \n", "963520 | \n", "986385 | \n", "1.00969e+06 | \n", "1.03339e+06 | \n", "1.05744e+06 | \n", "
5 rows × 71 columns
\n", "\n", " | 2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
Belgium | \n", "10778 | \n", "10859 | \n", "10938 | \n", "11013 | \n", "11085 | \n", "11154 | \n", "11221 | \n", "11287 | \n", "11354 | \n", "11419 | \n", "
Bulgaria | \n", "7524 | \n", "7473 | \n", "7425 | \n", "7378 | \n", "7334 | \n", "7290 | \n", "7245 | \n", "7199 | \n", "7151 | \n", "7102 | \n", "
Czechia | \n", "10425 | \n", "10488 | \n", "10536 | \n", "10566 | \n", "10581 | \n", "10586 | \n", "10591 | \n", "10601 | \n", "10618 | \n", "10641 | \n", "
Denmark | \n", "5497 | \n", "5526 | \n", "5554 | \n", "5582 | \n", "5610 | \n", "5638 | \n", "5664 | \n", "5688 | \n", "5711 | \n", "5732 | \n", "
Germany | \n", "81065 | \n", "80899 | \n", "80827 | \n", "80855 | \n", "80972 | \n", "81174 | \n", "81450 | \n", "81787 | \n", "82193 | \n", "82658 | \n", "
\n", " | index | \n", "2008 | \n", "2011 | \n", "2014 | \n", "2017 | \n", "
---|---|---|---|---|---|
0 | \n", "Belgium | \n", "10778 | \n", "11013 | \n", "11221 | \n", "11419 | \n", "
1 | \n", "Bulgaria | \n", "7524 | \n", "7378 | \n", "7245 | \n", "7102 | \n", "
2 | \n", "Czechia | \n", "10425 | \n", "10566 | \n", "10591 | \n", "10641 | \n", "
3 | \n", "Denmark | \n", "5497 | \n", "5582 | \n", "5664 | \n", "5732 | \n", "
4 | \n", "Germany | \n", "81065 | \n", "80855 | \n", "81450 | \n", "82658 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "
---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "2008 | \n", "73772.0 | \n", "51563.0 | \n", "18168.0 | \n", "8341 | \n", "8.844503 | \n", "6.181873 | \n", "
1 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "16376.0 | \n", "8372 | \n", "8.276995 | \n", "6.359771 | \n", "
2 | \n", "Austria | \n", "2010 | \n", "70978.0 | \n", "51651.0 | \n", "16059.0 | \n", "8409 | \n", "8.440718 | \n", "6.142347 | \n", "
3 | \n", "Austria | \n", "2011 | \n", "82230.0 | \n", "51197.0 | \n", "14401.0 | \n", "8453 | \n", "9.727907 | \n", "6.056666 | \n", "
4 | \n", "Austria | \n", "2012 | \n", "91557.0 | \n", "51812.0 | \n", "15443.0 | \n", "8502 | \n", "10.768878 | \n", "6.094096 | \n", "
\n", " | country | \n", "2009 | \n", "2013 | \n", "2017 | \n", "
---|---|---|---|---|
0 | \n", "Belgium | \n", "348781.1 | \n", "392339.8 | \n", "439174.5 | \n", "
1 | \n", "Bulgaria | \n", "37317.7 | \n", "41858.1 | \n", "51663.0 | \n", "
2 | \n", "Czechia | \n", "148682.0 | \n", "157741.6 | \n", "191721.8 | \n", "
3 | \n", "Denmark | \n", "231278.0 | \n", "258742.7 | \n", "292806.1 | \n", "
4 | \n", "Germany | \n", "2445730.0 | \n", "2811350.0 | \n", "3244990.0 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "GDP | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "16376.0 | \n", "8372 | \n", "8.276995 | \n", "6.359771 | \n", "288044.0 | \n", "
1 | \n", "Austria | \n", "2010 | \n", "70978.0 | \n", "51651.0 | \n", "16059.0 | \n", "8409 | \n", "8.440718 | \n", "6.142347 | \n", "295896.6 | \n", "
2 | \n", "Austria | \n", "2011 | \n", "82230.0 | \n", "51197.0 | \n", "14401.0 | \n", "8453 | \n", "9.727907 | \n", "6.056666 | \n", "310128.7 | \n", "
3 | \n", "Austria | \n", "2012 | \n", "91557.0 | \n", "51812.0 | \n", "15443.0 | \n", "8502 | \n", "10.768878 | \n", "6.094096 | \n", "318653.0 | \n", "
4 | \n", "Austria | \n", "2013 | \n", "101866.0 | \n", "54071.0 | \n", "15368.0 | \n", "8556 | \n", "11.905797 | \n", "6.319659 | \n", "323910.2 | \n", "
year | \n", "country | \n", "2009 | \n", "2013 | \n", "2017 | \n", "
---|---|---|---|---|
0 | \n", "Austria | \n", "34.405638 | \n", "37.857667 | \n", "41.988411 | \n", "
1 | \n", "Belgium | \n", "32.119081 | \n", "35.174807 | \n", "38.459979 | \n", "
2 | \n", "Bulgaria | \n", "4.993671 | \n", "5.741852 | \n", "7.274430 | \n", "
3 | \n", "Croatia | \n", "10.399770 | \n", "10.238354 | \n", "11.714371 | \n", "
4 | \n", "Cyprus | \n", "17.008652 | \n", "15.743657 | \n", "16.997201 | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "
---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "POLYGON ((-69.99694 12.57758, -69.93639 12.531... | \n", "
1 | \n", "Afghanistan | \n", "AFG | \n", "POLYGON ((71.04980 38.40866, 71.05714 38.40903... | \n", "
2 | \n", "Angola | \n", "AGO | \n", "MULTIPOLYGON (((11.73752 -16.69258, 11.73851 -... | \n", "
3 | \n", "Anguilla | \n", "AIA | \n", "MULTIPOLYGON (((-63.03767 18.21296, -63.09952 ... | \n", "
4 | \n", "Albania | \n", "ALB | \n", "POLYGON ((19.74777 42.57890, 19.74601 42.57993... | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "
---|---|---|---|
60 | \n", "Czech Republic | \n", "CZE | \n", "POLYGON ((14.39781 51.01311, 14.42582 51.02094... | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "
---|---|---|---|
60 | \n", "Czechia | \n", "CZE | \n", "POLYGON ((14.39781 51.01311, 14.42582 51.02094... | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | \n", "Austria | \n", "AUT | \n", "POLYGON ((15.16179 48.93722, 15.23807 48.95076... | \n", "73772.0 | \n", "69295.0 | \n", "70978.0 | \n", "82230.0 | \n", "91557.0 | \n", "101866.0 | \n", "116262.0 | \n", "166323.0 | \n", "129509.0 | \n", "111801.0 | \n", "
19 | \n", "Belgium | \n", "BEL | \n", "POLYGON ((4.81545 51.43107, 4.82268 51.41368, ... | \n", "135281.0 | \n", "135281.0 | \n", "135281.0 | \n", "147377.0 | \n", "129477.0 | \n", "120078.0 | \n", "123158.0 | \n", "146626.0 | \n", "123702.0 | \n", "126703.0 | \n", "
23 | \n", "Bulgaria | \n", "BGR | \n", "POLYGON ((22.91956 43.83422, 23.05255 43.84282... | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "14103.0 | \n", "18570.0 | \n", "26615.0 | \n", "25223.0 | \n", "21241.0 | \n", "25597.0 | \n", "
40 | \n", "Switzerland | \n", "CHE | \n", "POLYGON ((8.61744 47.75732, 8.62984 47.76280, ... | \n", "184297.0 | \n", "160623.0 | \n", "161778.0 | \n", "148799.0 | \n", "149051.0 | \n", "160157.0 | \n", "156282.0 | \n", "153627.0 | \n", "149305.0 | \n", "143377.0 | \n", "
59 | \n", "Cyprus | \n", "CYP | \n", "MULTIPOLYGON (((33.77399 34.98867, 33.77792 34... | \n", "21060.0 | \n", "22581.0 | \n", "20206.0 | \n", "23037.0 | \n", "17476.0 | \n", "13149.0 | \n", "9212.0 | \n", "15183.0 | \n", "17391.0 | \n", "21306.0 | \n", "
60 | \n", "Czechia | \n", "CZE | \n", "POLYGON ((14.39781 51.01311, 14.42582 51.02094... | \n", "108267.0 | \n", "75620.0 | \n", "48317.0 | \n", "27114.0 | \n", "34337.0 | \n", "30124.0 | \n", "29897.0 | \n", "29602.0 | \n", "64083.0 | \n", "51847.0 | \n", "
61 | \n", "Germany | \n", "DEU | \n", "MULTIPOLYGON (((6.74220 53.57836, 6.74952 53.5... | \n", "682146.0 | \n", "346216.0 | \n", "404055.0 | \n", "489422.0 | \n", "592175.0 | \n", "692713.0 | \n", "884893.0 | \n", "1543848.0 | \n", "1029852.0 | \n", "917109.0 | \n", "
64 | \n", "Denmark | \n", "DNK | \n", "MULTIPOLYGON (((11.25603 54.95458, 11.30348 54... | \n", "57357.0 | \n", "51800.0 | \n", "52236.0 | \n", "52833.0 | \n", "54409.0 | \n", "60312.0 | \n", "68388.0 | \n", "78492.0 | \n", "74383.0 | \n", "68579.0 | \n", "
71 | \n", "Spain | \n", "ESP | \n", "MULTIPOLYGON (((-17.88512 27.79792, -17.92642 ... | \n", "599075.0 | \n", "392962.0 | \n", "360705.0 | \n", "371331.0 | \n", "304053.0 | \n", "280772.0 | \n", "305454.0 | \n", "342114.0 | \n", "414746.0 | \n", "532132.0 | \n", "
72 | \n", "Estonia | \n", "EST | \n", "MULTIPOLYGON (((23.27019 57.78563, 23.25025 57... | \n", "3671.0 | \n", "3884.0 | \n", "2810.0 | \n", "3709.0 | \n", "2639.0 | \n", "4109.0 | \n", "3904.0 | \n", "15413.0 | \n", "14822.0 | \n", "17616.0 | \n", "
74 | \n", "Finland | \n", "FIN | \n", "MULTIPOLYGON (((22.44370 59.85147, 22.42774 59... | \n", "29114.0 | \n", "26699.0 | \n", "25636.0 | \n", "29481.0 | \n", "31278.0 | \n", "31941.0 | \n", "31507.0 | \n", "28746.0 | \n", "34905.0 | \n", "31797.0 | \n", "
77 | \n", "France | \n", "FRA | \n", "MULTIPOLYGON (((55.50131 -20.87322, 55.51401 -... | \n", "296608.0 | \n", "296970.0 | \n", "307111.0 | \n", "319816.0 | \n", "327431.0 | \n", "338752.0 | \n", "340383.0 | \n", "364221.0 | \n", "378115.0 | \n", "369964.0 | \n", "
81 | \n", "United Kingdom | \n", "GBR | \n", "MULTIPOLYGON (((-6.28751 49.91401, -6.29727 49... | \n", "590242.0 | \n", "566514.0 | \n", "590950.0 | \n", "566044.0 | \n", "498040.0 | \n", "526046.0 | \n", "631991.0 | \n", "631452.0 | \n", "588993.0 | \n", "644209.0 | \n", "
90 | \n", "Greece | \n", "GRC | \n", "MULTIPOLYGON (((24.13526 34.82176, 24.13526 34... | \n", "66529.0 | \n", "58613.0 | \n", "60462.0 | \n", "60089.0 | \n", "58200.0 | \n", "57946.0 | \n", "59013.0 | \n", "64446.0 | \n", "116867.0 | \n", "112247.0 | \n", "
99 | \n", "Croatia | \n", "HRV | \n", "MULTIPOLYGON (((16.93393 42.77094, 16.93637 42... | \n", "16883.0 | \n", "13213.0 | \n", "8846.0 | \n", "8534.0 | \n", "8959.0 | \n", "10378.0 | \n", "10638.0 | \n", "11706.0 | \n", "13985.0 | \n", "15553.0 | \n", "
101 | \n", "Hungary | \n", "HUN | \n", "POLYGON ((20.98149 48.51686, 21.00650 48.51815... | \n", "37652.0 | \n", "27894.0 | \n", "25519.0 | \n", "28018.0 | \n", "33702.0 | \n", "38968.0 | \n", "54581.0 | \n", "58344.0 | \n", "53618.0 | \n", "68070.0 | \n", "
107 | \n", "Ireland | \n", "IRL | \n", "MULTIPOLYGON (((-9.82409 51.63890, -9.81697 51... | \n", "82592.0 | \n", "50604.0 | \n", "52339.0 | \n", "57292.0 | \n", "61324.0 | \n", "65539.0 | \n", "73519.0 | \n", "80792.0 | \n", "85185.0 | \n", "78499.0 | \n", "
110 | \n", "Iceland | \n", "ISL | \n", "MULTIPOLYGON (((-20.26964 63.40913, -20.27953 ... | \n", "10288.0 | \n", "3921.0 | \n", "3948.0 | \n", "4073.0 | \n", "4960.0 | \n", "6406.0 | \n", "5368.0 | \n", "5635.0 | \n", "8710.0 | \n", "12116.0 | \n", "
112 | \n", "Italy | \n", "ITA | \n", "MULTIPOLYGON (((12.62127 35.49234, 12.61109 35... | \n", "534712.0 | \n", "442940.0 | \n", "458856.0 | \n", "385793.0 | \n", "350772.0 | \n", "307454.0 | \n", "277631.0 | \n", "280078.0 | \n", "300823.0 | \n", "343440.0 | \n", "
133 | \n", "Liechtenstein | \n", "LIE | \n", "POLYGON ((9.58120 47.05687, 9.56064 47.05240, ... | \n", "578.0 | \n", "584.0 | \n", "591.0 | \n", "650.0 | \n", "671.0 | \n", "696.0 | \n", "615.0 | \n", "657.0 | \n", "607.0 | \n", "645.0 | \n", "
136 | \n", "Lithuania | \n", "LTU | \n", "MULTIPOLYGON (((20.98894 55.29133, 20.98943 55... | \n", "9297.0 | \n", "6487.0 | \n", "5213.0 | \n", "15685.0 | \n", "19843.0 | \n", "22011.0 | \n", "24294.0 | \n", "22130.0 | \n", "20162.0 | \n", "20368.0 | \n", "
137 | \n", "Luxembourg | \n", "LUX | \n", "POLYGON ((6.03863 50.14841, 6.06137 50.15074, ... | \n", "17758.0 | \n", "15751.0 | \n", "16962.0 | \n", "20268.0 | \n", "20478.0 | \n", "21098.0 | \n", "22332.0 | \n", "23803.0 | \n", "22888.0 | \n", "24379.0 | \n", "
138 | \n", "Latvia | \n", "LVA | \n", "POLYGON ((25.33368 58.03181, 25.33988 58.03258... | \n", "4678.0 | \n", "3731.0 | \n", "4011.0 | \n", "10234.0 | \n", "13303.0 | \n", "8299.0 | \n", "10365.0 | \n", "9479.0 | \n", "8345.0 | \n", "9916.0 | \n", "
150 | \n", "Malta | \n", "MLT | \n", "MULTIPOLYGON (((14.56715 35.84561, 14.56178 35... | \n", "6043.0 | \n", "6161.0 | \n", "4275.0 | \n", "5465.0 | \n", "8256.0 | \n", "10897.0 | \n", "14454.0 | \n", "16936.0 | \n", "17051.0 | \n", "21676.0 | \n", "
168 | \n", "Netherlands | \n", "NLD | \n", "MULTIPOLYGON (((-68.23729 12.02680, -68.24254 ... | \n", "143516.0 | \n", "122917.0 | \n", "126776.0 | \n", "130118.0 | \n", "124566.0 | \n", "129428.0 | \n", "145323.0 | \n", "166872.0 | \n", "189232.0 | \n", "189646.0 | \n", "
169 | \n", "Norway | \n", "NOR | \n", "MULTIPOLYGON (((3.38258 -54.44931, 3.36451 -54... | \n", "58123.0 | \n", "55953.0 | \n", "69214.0 | \n", "70337.0 | \n", "69908.0 | \n", "68313.0 | \n", "66903.0 | \n", "60816.0 | \n", "61460.0 | \n", "53351.0 | \n", "
182 | \n", "Poland | \n", "POL | \n", "POLYGON ((19.00213 54.34492, 19.37721 54.37763... | \n", "15275.0 | \n", "189166.0 | \n", "155131.0 | \n", "157059.0 | \n", "217546.0 | \n", "220311.0 | \n", "222275.0 | \n", "218147.0 | \n", "208302.0 | \n", "209353.0 | \n", "
185 | \n", "Portugal | \n", "PRT | \n", "MULTIPOLYGON (((-16.02310 30.03229, -16.02302 ... | \n", "29718.0 | \n", "32307.0 | \n", "27575.0 | \n", "19667.0 | \n", "14606.0 | \n", "17554.0 | \n", "19516.0 | \n", "29896.0 | \n", "29925.0 | \n", "36639.0 | \n", "
190 | \n", "Romania | \n", "ROU | \n", "POLYGON ((26.72238 48.25977, 26.73313 48.27075... | \n", "138929.0 | \n", "135844.0 | \n", "149885.0 | \n", "147685.0 | \n", "167266.0 | \n", "153646.0 | \n", "136035.0 | \n", "132795.0 | \n", "137455.0 | \n", "177435.0 | \n", "
213 | \n", "Slovakia | \n", "SVK | \n", "POLYGON ((19.70632 49.38753, 19.72658 49.38887... | \n", "8765.0 | \n", "6346.0 | \n", "5272.0 | \n", "4829.0 | \n", "5419.0 | \n", "5149.0 | \n", "5357.0 | \n", "6997.0 | \n", "7686.0 | \n", "7188.0 | \n", "
214 | \n", "Slovenia | \n", "SVN | \n", "POLYGON ((16.34343 46.71418, 16.35728 46.71583... | \n", "30693.0 | \n", "30296.0 | \n", "15416.0 | \n", "14083.0 | \n", "15022.0 | \n", "13871.0 | \n", "13846.0 | \n", "15420.0 | \n", "16623.0 | \n", "18808.0 | \n", "
215 | \n", "Sweden | \n", "SWE | \n", "MULTIPOLYGON (((15.67530 56.12010, 15.68336 56... | \n", "101171.0 | \n", "102280.0 | \n", "98801.0 | \n", "96467.0 | \n", "103059.0 | \n", "115845.0 | \n", "126966.0 | \n", "134240.0 | \n", "163005.0 | \n", "144489.0 | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | \n", "Austria | \n", "AUT | \n", "POLYGON ((15.16179 48.93722, 15.23807 48.95076... | \n", "8.276995 | \n", "8.440718 | \n", "9.727907 | \n", "10.768878 | \n", "11.905797 | \n", "13.495299 | \n", "19.166052 | \n", "14.806105 | \n", "12.677288 | \n", "
\n", " | ADMIN | \n", "ISO_A3 | \n", "geometry | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | \n", "Austria | \n", "AUT | \n", "POLYGON ((15.16179 48.93722, 15.23807 48.95076... | \n", "0.240571 | \n", "0.239874 | \n", "0.265148 | \n", "0.287325 | \n", "0.314488 | \n", "0.348982 | \n", "0.483119 | \n", "0.362466 | \n", "0.301923 | \n", "
\n", " | country | \n", "year | \n", "asylum_apps | \n", "
---|
\n", " | 2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "2018 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
Belgium | \n", "21615.0 | \n", "26080.0 | \n", "31910.0 | \n", "28075.0 | \n", "21030.0 | \n", "22710.0 | \n", "44660.0 | \n", "18280.0 | \n", "18340.0 | \n", "22530.0 | \n", "
Bulgaria | \n", "855.0 | \n", "1025.0 | \n", "890.0 | \n", "1385.0 | \n", "7145.0 | \n", "11080.0 | \n", "20390.0 | \n", "19420.0 | \n", "3695.0 | \n", "2535.0 | \n", "
Czechia | \n", "1235.0 | \n", "775.0 | \n", "750.0 | \n", "740.0 | \n", "695.0 | \n", "1145.0 | \n", "1515.0 | \n", "1475.0 | \n", "1445.0 | \n", "1690.0 | \n", "
Denmark | \n", "3720.0 | \n", "5065.0 | \n", "3945.0 | \n", "6045.0 | \n", "7170.0 | \n", "14680.0 | \n", "20935.0 | \n", "6180.0 | \n", "3220.0 | \n", "3570.0 | \n", "
Germany | \n", "32910.0 | \n", "48475.0 | \n", "53235.0 | \n", "77485.0 | \n", "126705.0 | \n", "202645.0 | \n", "476510.0 | \n", "745155.0 | \n", "222560.0 | \n", "184180.0 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "GDP | \n", "GDP_pc | \n", "immigrants_per_GDP | \n", "emigrants_per_GDP | \n", "asylum_apps | \n", "asylum_accepted_outgoing | \n", "asylum_accepted_incoming | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "16376.0 | \n", "8372 | \n", "8.276995 | \n", "6.359771 | \n", "288044.0 | \n", "34.405638 | \n", "0.240571 | \n", "0.184847 | \n", "15780.0 | \n", "4632.0 | \n", "1313.0 | \n", "
\n", " | country | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "GDP | \n", "GDP_pc | \n", "immigrants_per_GDP | \n", "emigrants_per_GDP | \n", "asylum_apps | \n", "asylum_accepted_outgoing | \n", "asylum_accepted_incoming | \n", "250k+ | \n", "50k+ | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4 | \n", "Cyprus | \n", "159541.0 | \n", "128535.0 | \n", "11726.0 | \n", "10273 | \n", "140.153953 | \n", "111.826015 | \n", "169472.3 | \n", "148.561578 | \n", "8.408607 | \n", "6.945920 | \n", "22285.0 | \n", "48.0 | \n", "597.0 | \n", "False | \n", "False | \n", "
14 | \n", "Ireland | \n", "605093.0 | \n", "653568.0 | \n", "344522.0 | \n", "41588 | \n", "130.661141 | \n", "141.587784 | \n", "1889902.8 | \n", "407.817655 | \n", "2.922393 | \n", "3.319156 | \n", "17705.0 | \n", "2380.0 | \n", "1404.0 | \n", "False | \n", "False | \n", "
25 | \n", "Romania | \n", "1338046.0 | \n", "1789463.0 | \n", "1746033.0 | \n", "181212 | \n", "66.494560 | \n", "88.896998 | \n", "1328163.0 | \n", "66.110154 | \n", "9.209726 | \n", "12.307166 | \n", "17070.0 | \n", "1430.0 | \n", "5387.0 | \n", "False | \n", "False | \n", "
20 | \n", "Malta | \n", "105171.0 | \n", "48184.0 | \n", "10910.0 | \n", "3825 | \n", "245.048880 | \n", "112.787062 | \n", "74198.9 | \n", "173.919521 | \n", "12.046597 | \n", "5.766017 | \n", "15975.0 | \n", "306.0 | \n", "4628.0 | \n", "False | \n", "False | \n", "
19 | \n", "Luxembourg | \n", "187959.0 | \n", "100126.0 | \n", "17300.0 | \n", "4884 | \n", "344.973515 | \n", "183.540802 | \n", "420936.4 | \n", "772.681705 | \n", "4.015598 | \n", "2.135868 | \n", "14775.0 | \n", "3623.0 | \n", "978.0 | \n", "False | \n", "False | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "GDP | \n", "GDP_pc | \n", "immigrants_per_GDP | \n", "emigrants_per_GDP | \n", "asylum_apps | \n", "asylum_accepted_outgoing | \n", "asylum_accepted_incoming | \n", "asylum_accepted_incoming_per_capita | \n", "asylum_accepted_incoming_per_GDP | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "16376.0 | \n", "8372 | \n", "8.276995 | \n", "6.359771 | \n", "288044.0 | \n", "34.405638 | \n", "0.240571 | \n", "0.184847 | \n", "15780.0 | \n", "4632.0 | \n", "1313.0 | \n", "156.832298 | \n", "4558.331366 | \n", "
1 | \n", "Austria | \n", "2010 | \n", "70978.0 | \n", "51651.0 | \n", "16059.0 | \n", "8409 | \n", "8.440718 | \n", "6.142347 | \n", "295896.6 | \n", "35.188084 | \n", "0.239874 | \n", "0.174558 | \n", "11045.0 | \n", "2895.0 | \n", "1483.0 | \n", "176.358663 | \n", "5011.885909 | \n", "
2 | \n", "Austria | \n", "2011 | \n", "82230.0 | \n", "51197.0 | \n", "14401.0 | \n", "8453 | \n", "9.727907 | \n", "6.056666 | \n", "310128.7 | \n", "36.688596 | \n", "0.265148 | \n", "0.165083 | \n", "14420.0 | \n", "2531.0 | \n", "1136.0 | \n", "134.390157 | \n", "3662.995395 | \n", "
3 | \n", "Austria | \n", "2012 | \n", "91557.0 | \n", "51812.0 | \n", "15443.0 | \n", "8502 | \n", "10.768878 | \n", "6.094096 | \n", "318653.0 | \n", "37.479769 | \n", "0.287325 | \n", "0.162597 | \n", "17415.0 | \n", "3084.0 | \n", "1319.0 | \n", "155.139967 | \n", "4139.298861 | \n", "
4 | \n", "Austria | \n", "2013 | \n", "101866.0 | \n", "54071.0 | \n", "15368.0 | \n", "8556 | \n", "11.905797 | \n", "6.319659 | \n", "323910.2 | \n", "37.857667 | \n", "0.314488 | \n", "0.166932 | \n", "17500.0 | \n", "4659.0 | \n", "1846.0 | \n", "215.755026 | \n", "5699.110432 | \n", "
year | \n", "country | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "2017 | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "156.832298 | \n", "176.358663 | \n", "134.390157 | \n", "155.139967 | \n", "215.755026 | \n", "135.345328 | \n", "247.752938 | \n", "195.495598 | \n", "269.078127 | \n", "
1 | \n", "Belgium | \n", "71.185192 | \n", "62.442860 | \n", "117.860710 | \n", "217.861976 | \n", "407.566792 | \n", "274.307103 | \n", "125.897050 | \n", "240.443896 | \n", "239.075226 | \n", "
2 | \n", "Bulgaria | \n", "19.269370 | \n", "8.619529 | \n", "19.788561 | \n", "32.724298 | \n", "147.187929 | \n", "545.065562 | \n", "564.661759 | \n", "954.272130 | \n", "484.511405 | \n", "
3 | \n", "Croatia | \n", "9.675190 | \n", "9.704251 | \n", "9.738001 | \n", "9.778813 | \n", "9.822264 | \n", "49.118684 | \n", "40.642722 | \n", "721.720532 | \n", "163.318986 | \n", "
4 | \n", "Cyprus | \n", "30.965392 | \n", "30.575540 | \n", "53.380783 | \n", "99.559471 | \n", "120.734908 | \n", "69.444444 | \n", "68.965517 | \n", "18.803419 | \n", "30.534351 | \n", "
\n", " | country | \n", "year | \n", "illegally_pres | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2009 | \n", "17145.0 | \n", "
\n", " | country | \n", "year | \n", "leave_order | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2009 | \n", "10625.0 | \n", "
\n", " | country | \n", "year | \n", "refused_border | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2009 | \n", "645.0 | \n", "
\n", " | country | \n", "year | \n", "illegal_returned | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2009 | \n", "6410.0 | \n", "
\n", " | country | \n", "year | \n", "illegal_returned_thirdcountry | \n", "
---|---|---|---|
19 | \n", "Austria | \n", "2009 | \n", "4975.0 | \n", "
\n", " | country | \n", "year | \n", "immigrants | \n", "emigrants | \n", "reporting_country_emi | \n", "pop_in_thous | \n", "immigrants_per_capita | \n", "emigrants_per_capita | \n", "GDP | \n", "GDP_pc | \n", "... | \n", "asylum_apps | \n", "asylum_accepted_outgoing | \n", "asylum_accepted_incoming | \n", "asylum_accepted_incoming_per_capita | \n", "asylum_accepted_incoming_per_GDP | \n", "illegally_pres | \n", "leave_order | \n", "refused_border | \n", "illegal_returned | \n", "illegal_returned_thirdcountry | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Austria | \n", "2009 | \n", "69295.0 | \n", "53244.0 | \n", "16376.0 | \n", "8372 | \n", "8.276995 | \n", "6.359771 | \n", "288044.0 | \n", "34.405638 | \n", "... | \n", "15780.0 | \n", "4632.0 | \n", "1313.0 | \n", "156.832298 | \n", "4558.331366 | \n", "17145.0 | \n", "10625.0 | \n", "645.0 | \n", "6410.0 | \n", "4975.0 | \n", "
1 rows × 22 columns
\n", "