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D3 Steamgraph of Migration into the United States
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| <!DOCTYPE html> | |
| <meta charset="utf-8"> | |
| <head> | |
| <title>Steamgraph of Migration into the United States</title> | |
| <script src="https://d3js.org/d3.v2.js"></script> | |
| <link href="https://fonts.googleapis.com/css?family=Titillium+Web" rel="stylesheet"> | |
| <style> | |
| body { | |
| font-family: 'Titillium Web', sans-serif; | |
| font-weight: 500; | |
| font-size: 12px; | |
| } | |
| .chart { | |
| background: #fff; | |
| } | |
| p { | |
| font-family: 'Titillium Web', sans-serif; | |
| font-size: 14px; | |
| } | |
| .axis path, .axis line { | |
| fill: none; | |
| stroke: #000; | |
| stroke-width: 1px; | |
| shape-rendering: crispEdges; | |
| } | |
| button { | |
| position: absolute; | |
| right: 50px; | |
| top: 10px; | |
| } | |
| .tooltip { | |
| line-height: 1; | |
| font-weight: bold; | |
| padding: 12px; | |
| background: rgba(0, 0, 0, 0.8); | |
| color: #fff; | |
| border-radius: 2px; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <h2> Steamgraph representation of the origin countries of migrants into the United States from 1990-2010 </h2> | |
| <div class="chart"> | |
| </div> | |
| <script> | |
| chart("steamgraph_migration.csv"); | |
| var datearray = []; | |
| function chart(csvpath) { | |
| var format = d3.time.format("%Y"); | |
| var thousands = d3.format(',') | |
| var margin = {top: 20, right: 100, bottom: 30, left: 100}; | |
| var width = document.body.clientWidth - margin.left - margin.right; | |
| var height = 500 - margin.top - margin.bottom; | |
| var tooltip = d3.select("body") | |
| .append("div") | |
| .attr("class", "remove") | |
| .style("position", "absolute") | |
| .style("z-index", "20") | |
| .style("visibility", "hidden") | |
| .style("top", "30px") | |
| .style("left", "205px"); | |
| var x = d3.time.scale() | |
| .range([0, width]); | |
| var y = d3.scale.linear() | |
| .range([height-10, 0]); | |
| var z = d3.scale.category20() | |
| var xAxis = d3.svg.axis() | |
| .scale(x) | |
| .orient("bottom") | |
| .ticks(d3.time.year.range, 5); | |
| var yAxis = d3.svg.axis() | |
| .scale(y); | |
| var yAxisr = d3.svg.axis() | |
| .scale(y); | |
| var stack = d3.layout.stack() | |
| .offset("silhouette") | |
| .values(function(d) { return d.values; }) | |
| .x(function(d) { return d.date; }) | |
| .y(function(d) { return d.value; }); | |
| var nest = d3.nest() | |
| .key(function(d) { return d.key; }); | |
| var area = d3.svg.area() | |
| .interpolate("cardinal") | |
| .x(function(d) { return x(d.date); }) | |
| .y0(function(d) { return y(d.y0); }) | |
| .y1(function(d) { return y(d.y0 + d.y); }); | |
| var svg = d3.select(".chart").append("svg") | |
| .attr("width", width + margin.left + margin.right) | |
| .attr("height", height + margin.top + margin.bottom) | |
| .append("g") | |
| .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
| var graph = d3.csv(csvpath, function(data) { | |
| data.forEach(function(d) { | |
| d.date = format.parse(d.date); | |
| d.value = +d.value; | |
| }); | |
| var layers = stack(nest.entries(data)); | |
| x.domain(d3.extent(data, function(d) { return d.date; })); | |
| y.domain([0, d3.max(data, function(d) { return d.y0 + d.y; })]); | |
| svg.selectAll(".layer") | |
| .data(layers) | |
| .enter().append("path") | |
| .attr("class", "layer") | |
| .attr("d", function(d) { return area(d.values); }) | |
| .style("fill", function(d, i) { return z(i); }); | |
| svg.append("g") | |
| .attr("class", "x axis") | |
| .attr("transform", "translate(0," + height + ")") | |
| .call(xAxis); | |
| svg.append("g") | |
| .attr("class", "y axis") | |
| .attr("transform", "translate(" + width + ", 0)") | |
| .call(yAxis.orient("right")); | |
| svg.append("g") | |
| .attr("class", "y axis") | |
| .call(yAxis.orient("left")); | |
| svg.selectAll(".layer") | |
| .attr("opacity", 1) | |
| .on("mouseover", function(d, i) { | |
| svg.selectAll(".layer").transition() | |
| .duration(250) | |
| .attr("opacity", function(d, j) { | |
| return j != i ? 0.2 : 1; | |
| })}) | |
| .on("mousemove", function(d, i) { | |
| mousex = d3.mouse(this); | |
| mousex = mousex[0]; | |
| var invertedx = x.invert(mousex); | |
| invertedx = invertedx.getFullYear(); | |
| var selected = (d.values); | |
| for (var k = 0; k < selected.length; k++) { | |
| datearray[k] = selected[k].date | |
| datearray[k] = datearray[k].getFullYear() | |
| } | |
| mousedate = datearray.indexOf(invertedx); | |
| pro = thousands(d.values[mousedate].value); | |
| date = format(d.values[mousedate].date); | |
| d3.select(this) | |
| .classed("hover", true) | |
| .attr("stroke", "black") | |
| .attr("stroke-width", "0.5px"), | |
| tooltip.html( "<p><strong> <span style='color:#0080FF'>Path: </strong>" + d.key + "<span style='color:#0080FF'><br><strong>Migrants: </strong></span>" + pro + "<span style='color:#0080FF'><strong><br>Date: </span></strong>" + date).style("visibility", "visible"); | |
| }) | |
| .on("mouseout", function(d, i) { | |
| svg.selectAll(".layer") | |
| .transition() | |
| .duration(250) | |
| .attr("opacity", "1"); | |
| d3.select(this) | |
| .classed("hover", false) | |
| .attr("stroke-width", "0px"), tooltip.html( "<strong> <span style='color:#0080FF'><p>" + d.key + "<br>" + d.date + "</p></span></strong>" ).style("visibility", "hidden"); | |
| }) | |
| var vertical = d3.select(".chart") | |
| .append("div") | |
| .attr("class", "remove") | |
| .style("position", "absolute") | |
| .style("z-index", "19") | |
| .style("width", "1px") | |
| .style("height", "380px") | |
| .style("top", "10px") | |
| .style("bottom", "30px") | |
| .style("left", "0px") | |
| .style("background", "#fff"); | |
| d3.select(".chart") | |
| .on("mousemove", function(){ | |
| mousex = d3.mouse(this); | |
| mousex = mousex[0] + 5; | |
| vertical.style("left", mousex + "px" )}) | |
| .on("mouseover", function(){ | |
| mousex = d3.mouse(this); | |
| mousex = mousex[0] + 5; | |
| vertical.style("left", mousex + "px")}); | |
| }); | |
| } | |
| </script> | |
| <h3>Quick Observations</h3> | |
| <p>Some trends I noticed from this view of the data at a cursory glance is that the mid-nineties seem to be a big boom for immigration into the United States from a greater variety of places compared to the other periods. Overall migration shrinks both in terms of absolute numbers and representation from different countries. The second piece of this trend might be explained by the dot-com bust and 9/11, a changed economic and political climate that seems to still be resonating today. Greater prosperity in many countries as the world stabilized after the end of the Cold War may have also reduced the incentive to move to the United States.</p> | |
| <p>Less dramatic observations are the ready increase of people arriving from Mexico, China, and India, likely coinciding with the need for labor skills from those countries. There are also some countries, such as the Phillippines and Vietnam that provide a remarkably consistent and constant flow of migrants, likely due to certain visa programs, such as family reunification, that strictly manage immigration numbers.</p> | |
| <h3>Credits and Callouts: </h3> | |
| <li>I used <a href="http://bl.ocks.org/WillTurman/4631136">Will Thurman's Interactive Steamgraph block</a> as a base.</li> | |
| <li>Data comes from the <a href="http://www.global-migration.info/">THE GLOBAL FLOW OF PEOPLE</a></li> | |
| <li>Current tooltip implementation isn't ideal since it's a date match, so the tooltip falls away past the year range of the data, which jumps five years per data point. You need to hover at the date tick marks to see the tooltip values that show country and number of people</li> | |
| <li>There are a bit too many values to show in this steamgraph alone and isn't the best use of visual encoding. I am working on a series of other charts to give more color to this story.</li> | |
| </body> | |
| </html> |
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| key | value | date | |
|---|---|---|---|
| Canada to United States | 1509 | 1990 | |
| United States to United States | 0 | 1990 | |
| Angola to United States | 0 | 1990 | |
| Burundi to United States | 797 | 1990 | |
| Benin to United States | 0 | 1990 | |
| Burkina Faso to United States | 0 | 1990 | |
| Botswana to United States | 0 | 1990 | |
| Central African Republic to United States | 0 | 1990 | |
| Ivory Coast to United States | 240 | 1990 | |
| Cameroon to United States | 770 | 1990 | |
| DR Congo to United States | 0 | 1990 | |
| Congo to United States | 0 | 1990 | |
| Comoros to United States | 0 | 1990 | |
| Cape Verde to United States | 0 | 1990 | |
| Djibouti to United States | 95 | 1990 | |
| Algeria to United States | 1498 | 1990 | |
| Egypt to United States | 54838 | 1990 | |
| Eritrea to United States | 5892 | 1990 | |
| Western Sahara to United States | 0 | 1990 | |
| Ethiopia to United States | 0 | 1990 | |
| Gabon to United States | 0 | 1990 | |
| Ghana to United States | 49 | 1990 | |
| Guinea to United States | 0 | 1990 | |
| Gambia to United States | 1584 | 1990 | |
| Guinea-Bissau to United States | 4 | 1990 | |
| Equatorial Guinea to United States | 0 | 1990 | |
| Kenya to United States | 14004 | 1990 | |
| Liberia to United States | 7623 | 1990 | |
| Libya to United States | 400 | 1990 | |
| Lesotho to United States | 2 | 1990 | |
| Morocco to United States | 9243 | 1990 | |
| Madagascar to United States | 36 | 1990 | |
| Mali to United States | 0 | 1990 | |
| Mozambique to United States | 0 | 1990 | |
| Mauritania to United States | 197 | 1990 | |
| Mauritius to United States | 167 | 1990 | |
| Malawi to United States | 1132 | 1990 | |
| Mayotte to United States | 0 | 1990 | |
| Namibia to United States | 0 | 1990 | |
| Niger to United States | 9 | 1990 | |
| Nigeria to United States | 15069 | 1990 | |
| Reunion to United States | 12 | 1990 | |
| Rwanda to United States | 4897 | 1990 | |
| Sudan to United States | 0 | 1990 | |
| Senegal to United States | 333 | 1990 | |
| Sierra Leone to United States | 3934 | 1990 | |
| Somalia to United States | 19006 | 1990 | |
| South Sudan to United States | 9131 | 1990 | |
| Sao Tome & Principe to United States | 0 | 1990 | |
| Swaziland to United States | 0 | 1990 | |
| Chad to United States | 0 | 1990 | |
| Togo to United States | 32 | 1990 | |
| Tunisia to United States | 510 | 1990 | |
| Tanzania to United States | 8 | 1990 | |
| Uganda to United States | 6330 | 1990 | |
| South Africa to United States | 0 | 1990 | |
| Zambia to United States | 8 | 1990 | |
| Zimbabwe to United States | 2722 | 1990 | |
| Albania to United States | 18081 | 1990 | |
| Austria to United States | 38 | 1990 | |
| Belgium to United States | 160 | 1990 | |
| Bulgaria to United States | 17705 | 1990 | |
| Bosnia & Herzegovina to United States | 51117 | 1990 | |
| Switzerland to United States | 96 | 1990 | |
| Channel Islands to United States | 0 | 1990 | |
| Czech Republic to United States | 0 | 1990 | |
| Germany to United States | 697 | 1990 | |
| Denmark to United States | 4 | 1990 | |
| Spain to United States | 578 | 1990 | |
| Finland to United States | 0 | 1990 | |
| France to United States | 2883 | 1990 | |
| United Kingdom to United States | 1151 | 1990 | |
| Greece to United States | 63 | 1990 | |
| Croatia to United States | 61 | 1990 | |
| Hungary to United States | 3 | 1990 | |
| Ireland to United States | 0 | 1990 | |
| Iceland to United States | 1 | 1990 | |
| Italy to United States | 2588 | 1990 | |
| Luxembourg to United States | 4 | 1990 | |
| Macedonia to United States | 295 | 1990 | |
| Malta to United States | 0 | 1990 | |
| Montenegro to United States | 0 | 1990 | |
| Netherlands to United States | 435 | 1990 | |
| Norway to United States | 37 | 1990 | |
| Poland to United States | 22 | 1990 | |
| Portugal to United States | 0 | 1990 | |
| Romania to United States | 42443 | 1990 | |
| Serbia to United States | 0 | 1990 | |
| Slovakia to United States | 0 | 1990 | |
| Slovenia to United States | 0 | 1990 | |
| Sweden to United States | 38 | 1990 | |
| Armenia to United States | 32539 | 1990 | |
| Azerbaijan to United States | 2589 | 1990 | |
| Belarus to United States | 1572 | 1990 | |
| Estonia to United States | 1885 | 1990 | |
| Georgia to United States | 6910 | 1990 | |
| Kazakhstan to United States | 11467 | 1990 | |
| Kyrgyzstan to United States | 3834 | 1990 | |
| Lithuania to United States | 809 | 1990 | |
| Latvia to United States | 1025 | 1990 | |
| Moldova to United States | 2296 | 1990 | |
| Russia to United States | 1392 | 1990 | |
| Tajikistan to United States | 901 | 1990 | |
| Turkmenistan to United States | 0 | 1990 | |
| Ukraine to United States | 12713 | 1990 | |
| Uzbekistan to United States | 6203 | 1990 | |
| United Arab Emirates to United States | 3699 | 1990 | |
| Bahrain to United States | 505 | 1990 | |
| Cyprus to United States | 0 | 1990 | |
| Iraq to United States | 11512 | 1990 | |
| Israel to United States | 0 | 1990 | |
| Jordan to United States | 79 | 1990 | |
| Kuwait to United States | 61422 | 1990 | |
| Lebanon to United States | 0 | 1990 | |
| Oman to United States | 807 | 1990 | |
| Palestine to United States | 0 | 1990 | |
| Qatar to United States | 1921 | 1990 | |
| Saudi Arabia to United States | 18038 | 1990 | |
| Syria to United States | 1510 | 1990 | |
| Turkey to United States | 2362 | 1990 | |
| Yemen to United States | 0 | 1990 | |
| Afghanistan to United States | 0 | 1990 | |
| Bangladesh to United States | 48234 | 1990 | |
| Bhutan to United States | 7091 | 1990 | |
| India to United States | 202309 | 1990 | |
| Iran to United States | 0 | 1990 | |
| Sri Lanka to United States | 26244 | 1990 | |
| Maldives to United States | 227 | 1990 | |
| Nepal to United States | 4955 | 1990 | |
| Pakistan to United States | 36 | 1990 | |
| China to United States | 222772 | 1990 | |
| Hong Kong to United States | 26202 | 1990 | |
| Japan to United States | 25119 | 1990 | |
| South Korea to United States | 327767 | 1990 | |
| Macao to United States | 884 | 1990 | |
| Mongolia to United States | 3114 | 1990 | |
| North Korea to United States | 0 | 1990 | |
| Brunei to United States | 304 | 1990 | |
| Indonesia to United States | 46967 | 1990 | |
| Cambodia to United States | 0 | 1990 | |
| Laos to United States | 17390 | 1990 | |
| Myanmar to United States | 17650 | 1990 | |
| Malaysia to United States | 7858 | 1990 | |
| Philippines to United States | 302134 | 1990 | |
| Singapore to United States | 6206 | 1990 | |
| Thailand to United States | 340629 | 1990 | |
| Timor-Leste to United States | 0 | 1990 | |
| Vietnam to United States | 176055 | 1990 | |
| Australia to United States | 4289 | 1990 | |
| Fiji to United States | 8285 | 1990 | |
| Micronesia to United States | 1452 | 1990 | |
| Guam to United States | 122 | 1990 | |
| New Caledonia to United States | 23 | 1990 | |
| New Zealand to United States | 383 | 1990 | |
| Papua New Guinea to United States | 209 | 1990 | |
| French Polynesia to United States | 227 | 1990 | |
| Solomon Islands to United States | 36 | 1990 | |
| Tonga to United States | 3565 | 1990 | |
| Vanuatu to United States | 0 | 1990 | |
| Samoa to United States | 1561 | 1990 | |
| Aruba to United States | 0 | 1990 | |
| Argentina to United States | 5143 | 1990 | |
| Bahamas to United States | 4762 | 1990 | |
| Belize to United States | 8397 | 1990 | |
| Bolivia to United States | 13928 | 1990 | |
| Brazil to United States | 36230 | 1990 | |
| Barbados to United States | 392 | 1990 | |
| Chile to United States | 8 | 1990 | |
| Colombia to United States | 94014 | 1990 | |
| Costa Rica to United States | 18004 | 1990 | |
| Cuba to United States | 67165 | 1990 | |
| Dominican Republic to United States | 133791 | 1990 | |
| Ecuador to United States | 44937 | 1990 | |
| Guadeloupe to United States | 3970 | 1990 | |
| Grenada to United States | 3158 | 1990 | |
| Guatemala to United States | 320883 | 1990 | |
| French Guiana to United States | 134 | 1990 | |
| Guyana to United States | 28431 | 1990 | |
| Honduras to United States | 100510 | 1990 | |
| Haiti to United States | 82505 | 1990 | |
| Jamaica to United States | 87864 | 1990 | |
| Saint Lucia to United States | 3174 | 1990 | |
| Mexico to United States | 1850468 | 1990 | |
| Martinique to United States | 467 | 1990 | |
| Nicaragua to United States | 41413 | 1990 | |
| Panama to United States | 3907 | 1990 | |
| Peru to United States | 105573 | 1990 | |
| Puerto Rico to United States | 70691 | 1990 | |
| Paraguay to United States | 3531 | 1990 | |
| El Salvador to United States | 228872 | 1990 | |
| Suriname to United States | 482 | 1990 | |
| Trinidad & Tobago to United States | 16868 | 1990 | |
| Uruguay to United States | 175 | 1990 | |
| Saint Vincent & Grenadines to United States | 3971 | 1990 | |
| Venezuela to United States | 25212 | 1990 | |
| Virgin Islands to United States | 2291 | 1990 | |
| Canada to United States | 190436 | 1995 | |
| United States to United States | 0 | 1995 | |
| Angola to United States | 2892 | 1995 | |
| Burundi to United States | 28 | 1995 | |
| Benin to United States | 129 | 1995 | |
| Burkina Faso to United States | 1506 | 1995 | |
| Botswana to United States | 304 | 1995 | |
| Central African Republic to United States | 287 | 1995 | |
| Ivory Coast to United States | 16646 | 1995 | |
| Cameroon to United States | 6037 | 1995 | |
| DR Congo to United States | 7895 | 1995 | |
| Congo to United States | 1799 | 1995 | |
| Comoros to United States | 12 | 1995 | |
| Cape Verde to United States | 7340 | 1995 | |
| Djibouti to United States | 0 | 1995 | |
| Algeria to United States | 8157 | 1995 | |
| Egypt to United States | 126877 | 1995 | |
| Eritrea to United States | 686 | 1995 | |
| Western Sahara to United States | 0 | 1995 | |
| Ethiopia to United States | 30222 | 1995 | |
| Gabon to United States | 158 | 1995 | |
| Ghana to United States | 18408 | 1995 | |
| Guinea to United States | 3654 | 1995 | |
| Gambia to United States | 6304 | 1995 | |
| Guinea-Bissau to United States | 59 | 1995 | |
| Equatorial Guinea to United States | 0 | 1995 | |
| Kenya to United States | 30231 | 1995 | |
| Liberia to United States | 0 | 1995 | |
| Libya to United States | 17766 | 1995 | |
| Lesotho to United States | 579 | 1995 | |
| Morocco to United States | 20572 | 1995 | |
| Madagascar to United States | 465 | 1995 | |
| Mali to United States | 550 | 1995 | |
| Mozambique to United States | 5924 | 1995 | |
| Mauritania to United States | 529 | 1995 | |
| Mauritius to United States | 865 | 1995 | |
| Malawi to United States | 1237 | 1995 | |
| Mayotte to United States | 0 | 1995 | |
| Namibia to United States | 1164 | 1995 | |
| Niger to United States | 1644 | 1995 | |
| Nigeria to United States | 72162 | 1995 | |
| Reunion to United States | 29 | 1995 | |
| Rwanda to United States | 0 | 1995 | |
| Sudan to United States | 67843 | 1995 | |
| Senegal to United States | 12302 | 1995 | |
| Sierra Leone to United States | 2664 | 1995 | |
| Somalia to United States | 20281 | 1995 | |
| South Sudan to United States | 0 | 1995 | |
| Sao Tome & Principe to United States | 29 | 1995 | |
| Swaziland to United States | 1631 | 1995 | |
| Chad to United States | 9 | 1995 | |
| Togo to United States | 0 | 1995 | |
| Tunisia to United States | 2546 | 1995 | |
| Tanzania to United States | 7697 | 1995 | |
| Uganda to United States | 73 | 1995 | |
| South Africa to United States | 18994 | 1995 | |
| Zambia to United States | 4463 | 1995 | |
| Zimbabwe to United States | 7493 | 1995 | |
| Albania to United States | 18069 | 1995 | |
| Austria to United States | 474 | 1995 | |
| Belgium to United States | 4132 | 1995 | |
| Bulgaria to United States | 21829 | 1995 | |
| Bosnia & Herzegovina to United States | 0 | 1995 | |
| Switzerland to United States | 11222 | 1995 | |
| Channel Islands to United States | 0 | 1995 | |
| Czech Republic to United States | 709 | 1995 | |
| Germany to United States | 135902 | 1995 | |
| Denmark to United States | 1171 | 1995 | |
| Spain to United States | 1355 | 1995 | |
| Finland to United States | 1372 | 1995 | |
| France to United States | 62050 | 1995 | |
| United Kingdom to United States | 162294 | 1995 | |
| Greece to United States | 4062 | 1995 | |
| Croatia to United States | 6637 | 1995 | |
| Hungary to United States | 1780 | 1995 | |
| Ireland to United States | 14423 | 1995 | |
| Iceland to United States | 455 | 1995 | |
| Italy to United States | 58601 | 1995 | |
| Luxembourg to United States | 577 | 1995 | |
| Macedonia to United States | 2452 | 1995 | |
| Malta to United States | 8 | 1995 | |
| Montenegro to United States | 281 | 1995 | |
| Netherlands to United States | 22406 | 1995 | |
| Norway to United States | 138 | 1995 | |
| Poland to United States | 61257 | 1995 | |
| Portugal to United States | 18386 | 1995 | |
| Romania to United States | 57966 | 1995 | |
| Serbia to United States | 62577 | 1995 | |
| Slovakia to United States | 544 | 1995 | |
| Slovenia to United States | 0 | 1995 | |
| Sweden to United States | 5537 | 1995 | |
| Armenia to United States | 35394 | 1995 | |
| Azerbaijan to United States | 10005 | 1995 | |
| Belarus to United States | 4078 | 1995 | |
| Estonia to United States | 3342 | 1995 | |
| Georgia to United States | 17743 | 1995 | |
| Kazakhstan to United States | 103445 | 1995 | |
| Kyrgyzstan to United States | 8468 | 1995 | |
| Lithuania to United States | 8776 | 1995 | |
| Latvia to United States | 10508 | 1995 | |
| Moldova to United States | 19118 | 1995 | |
| Russia to United States | 13742 | 1995 | |
| Tajikistan to United States | 15267 | 1995 | |
| Turkmenistan to United States | 5750 | 1995 | |
| Ukraine to United States | 91286 | 1995 | |
| Uzbekistan to United States | 38221 | 1995 | |
| United Arab Emirates to United States | 8277 | 1995 | |
| Bahrain to United States | 1267 | 1995 | |
| Cyprus to United States | 0 | 1995 | |
| Iraq to United States | 18483 | 1995 | |
| Israel to United States | 3315 | 1995 | |
| Jordan to United States | 59055 | 1995 | |
| Kuwait to United States | 22615 | 1995 | |
| Lebanon to United States | 42686 | 1995 | |
| Oman to United States | 61640 | 1995 | |
| Palestine to United States | 17431 | 1995 | |
| Qatar to United States | 2716 | 1995 | |
| Saudi Arabia to United States | 298006 | 1995 | |
| Syria to United States | 32251 | 1995 | |
| Turkey to United States | 26069 | 1995 | |
| Yemen to United States | 19933 | 1995 | |
| Afghanistan to United States | 11470 | 1995 | |
| Bangladesh to United States | 110884 | 1995 | |
| Bhutan to United States | 2 | 1995 | |
| India to United States | 379890 | 1995 | |
| Iran to United States | 14459 | 1995 | |
| Sri Lanka to United States | 69781 | 1995 | |
| Maldives to United States | 433 | 1995 | |
| Nepal to United States | 8429 | 1995 | |
| Pakistan to United States | 73017 | 1995 | |
| China to United States | 276024 | 1995 | |
| Hong Kong to United States | 0 | 1995 | |
| Japan to United States | 128481 | 1995 | |
| South Korea to United States | 405106 | 1995 | |
| Macao to United States | 411 | 1995 | |
| Mongolia to United States | 3217 | 1995 | |
| North Korea to United States | 24 | 1995 | |
| Brunei to United States | 254 | 1995 | |
| Indonesia to United States | 85854 | 1995 | |
| Cambodia to United States | 0 | 1995 | |
| Laos to United States | 0 | 1995 | |
| Myanmar to United States | 0 | 1995 | |
| Malaysia to United States | 19463 | 1995 | |
| Philippines to United States | 506348 | 1995 | |
| Singapore to United States | 10032 | 1995 | |
| Thailand to United States | 754 | 1995 | |
| Timor-Leste to United States | 1853 | 1995 | |
| Vietnam to United States | 213914 | 1995 | |
| Australia to United States | 24881 | 1995 | |
| Fiji to United States | 15117 | 1995 | |
| Micronesia to United States | 9154 | 1995 | |
| Guam to United States | 144 | 1995 | |
| New Caledonia to United States | 124 | 1995 | |
| New Zealand to United States | 7093 | 1995 | |
| Papua New Guinea to United States | 627 | 1995 | |
| French Polynesia to United States | 510 | 1995 | |
| Solomon Islands to United States | 84 | 1995 | |
| Tonga to United States | 5466 | 1995 | |
| Vanuatu to United States | 408 | 1995 | |
| Samoa to United States | 5776 | 1995 | |
| Aruba to United States | 587 | 1995 | |
| Argentina to United States | 62432 | 1995 | |
| Bahamas to United States | 7369 | 1995 | |
| Belize to United States | 9950 | 1995 | |
| Bolivia to United States | 24241 | 1995 | |
| Brazil to United States | 77559 | 1995 | |
| Barbados to United States | 2530 | 1995 | |
| Chile to United States | 480 | 1995 | |
| Colombia to United States | 99108 | 1995 | |
| Costa Rica to United States | 18252 | 1995 | |
| Cuba to United States | 119330 | 1995 | |
| Dominican Republic to United States | 166103 | 1995 | |
| Ecuador to United States | 181469 | 1995 | |
| Guadeloupe to United States | 6223 | 1995 | |
| Grenada to United States | 4992 | 1995 | |
| Guatemala to United States | 366689 | 1995 | |
| French Guiana to United States | 589 | 1995 | |
| Guyana to United States | 41158 | 1995 | |
| Honduras to United States | 141732 | 1995 | |
| Haiti to United States | 101307 | 1995 | |
| Jamaica to United States | 77905 | 1995 | |
| Saint Lucia to United States | 1820 | 1995 | |
| Mexico to United States | 1518580 | 1995 | |
| Martinique to United States | 891 | 1995 | |
| Nicaragua to United States | 52495 | 1995 | |
| Panama to United States | 5561 | 1995 | |
| Peru to United States | 153372 | 1995 | |
| Puerto Rico to United States | 90687 | 1995 | |
| Paraguay to United States | 10559 | 1995 | |
| El Salvador to United States | 371550 | 1995 | |
| Suriname to United States | 2204 | 1995 | |
| Trinidad & Tobago to United States | 21745 | 1995 | |
| Uruguay to United States | 7417 | 1995 | |
| Saint Vincent & Grenadines to United States | 5119 | 1995 | |
| Venezuela to United States | 37433 | 1995 | |
| Virgin Islands to United States | 2494 | 1995 | |
| Canada to United States | 238 | 2000 | |
| United States to United States | 0 | 2000 | |
| Angola to United States | 0 | 2000 | |
| Burundi to United States | 2 | 2000 | |
| Benin to United States | 0 | 2000 | |
| Burkina Faso to United States | 3716 | 2000 | |
| Botswana to United States | 105 | 2000 | |
| Central African Republic to United States | 112 | 2000 | |
| Ivory Coast to United States | 32965 | 2000 | |
| Cameroon to United States | 14247 | 2000 | |
| DR Congo to United States | 321 | 2000 | |
| Congo to United States | 168 | 2000 | |
| Comoros to United States | 0 | 2000 | |
| Cape Verde to United States | 1 | 2000 | |
| Djibouti to United States | 4 | 2000 | |
| Algeria to United States | 0 | 2000 | |
| Egypt to United States | 38436 | 2000 | |
| Eritrea to United States | 0 | 2000 | |
| Western Sahara to United States | 0 | 2000 | |
| Ethiopia to United States | 69560 | 2000 | |
| Gabon to United States | 131 | 2000 | |
| Ghana to United States | 24211 | 2000 | |
| Guinea to United States | 16792 | 2000 | |
| Gambia to United States | 1933 | 2000 | |
| Guinea-Bissau to United States | 22 | 2000 | |
| Equatorial Guinea to United States | 0 | 2000 | |
| Kenya to United States | 18336 | 2000 | |
| Liberia to United States | 13907 | 2000 | |
| Libya to United States | 541 | 2000 | |
| Lesotho to United States | 0 | 2000 | |
| Morocco to United States | 10769 | 2000 | |
| Madagascar to United States | 0 | 2000 | |
| Mali to United States | 725 | 2000 | |
| Mozambique to United States | 942 | 2000 | |
| Mauritania to United States | 0 | 2000 | |
| Mauritius to United States | 22 | 2000 | |
| Malawi to United States | 603 | 2000 | |
| Mayotte to United States | 0 | 2000 | |
| Namibia to United States | 0 | 2000 | |
| Niger to United States | 200 | 2000 | |
| Nigeria to United States | 72619 | 2000 | |
| Reunion to United States | 6 | 2000 | |
| Rwanda to United States | 39 | 2000 | |
| Sudan to United States | 17868 | 2000 | |
| Senegal to United States | 2569 | 2000 | |
| Sierra Leone to United States | 0 | 2000 | |
| Somalia to United States | 19887 | 2000 | |
| South Sudan to United States | 0 | 2000 | |
| Sao Tome & Principe to United States | 9 | 2000 | |
| Swaziland to United States | 309 | 2000 | |
| Chad to United States | 0 | 2000 | |
| Togo to United States | 47 | 2000 | |
| Tunisia to United States | 4 | 2000 | |
| Tanzania to United States | 9136 | 2000 | |
| Uganda to United States | 0 | 2000 | |
| South Africa to United States | 7440 | 2000 | |
| Zambia to United States | 92 | 2000 | |
| Zimbabwe to United States | 17696 | 2000 | |
| Albania to United States | 2187 | 2000 | |
| Austria to United States | 3 | 2000 | |
| Belgium to United States | 0 | 2000 | |
| Bulgaria to United States | 0 | 2000 | |
| Bosnia & Herzegovina to United States | 312 | 2000 | |
| Switzerland to United States | 7 | 2000 | |
| Channel Islands to United States | 0 | 2000 | |
| Czech Republic to United States | 2524 | 2000 | |
| Germany to United States | 143 | 2000 | |
| Denmark to United States | 0 | 2000 | |
| Spain to United States | 0 | 2000 | |
| Finland to United States | 0 | 2000 | |
| France to United States | 82 | 2000 | |
| United Kingdom to United States | 4092 | 2000 | |
| Greece to United States | 88 | 2000 | |
| Croatia to United States | 473 | 2000 | |
| Hungary to United States | 0 | 2000 | |
| Ireland to United States | 7 | 2000 | |
| Iceland to United States | 0 | 2000 | |
| Italy to United States | 6 | 2000 | |
| Luxembourg to United States | 1 | 2000 | |
| Macedonia to United States | 394 | 2000 | |
| Malta to United States | 0 | 2000 | |
| Montenegro to United States | 1992 | 2000 | |
| Netherlands to United States | 125 | 2000 | |
| Norway to United States | 61 | 2000 | |
| Poland to United States | 3 | 2000 | |
| Portugal to United States | 26 | 2000 | |
| Romania to United States | 0 | 2000 | |
| Serbia to United States | 1556 | 2000 | |
| Slovakia to United States | 787 | 2000 | |
| Slovenia to United States | 292 | 2000 | |
| Sweden to United States | 0 | 2000 | |
| Armenia to United States | 360 | 2000 | |
| Azerbaijan to United States | 0 | 2000 | |
| Belarus to United States | 2355 | 2000 | |
| Estonia to United States | 0 | 2000 | |
| Georgia to United States | 4334 | 2000 | |
| Kazakhstan to United States | 6149 | 2000 | |
| Kyrgyzstan to United States | 1060 | 2000 | |
| Lithuania to United States | 1608 | 2000 | |
| Latvia to United States | 85 | 2000 | |
| Moldova to United States | 10888 | 2000 | |
| Russia to United States | 159 | 2000 | |
| Tajikistan to United States | 1389 | 2000 | |
| Turkmenistan to United States | 597 | 2000 | |
| Ukraine to United States | 2560 | 2000 | |
| Uzbekistan to United States | 20783 | 2000 | |
| United Arab Emirates to United States | 7756 | 2000 | |
| Bahrain to United States | 1284 | 2000 | |
| Cyprus to United States | 0 | 2000 | |
| Iraq to United States | 11477 | 2000 | |
| Israel to United States | 220 | 2000 | |
| Jordan to United States | 29891 | 2000 | |
| Kuwait to United States | 3890 | 2000 | |
| Lebanon to United States | 728 | 2000 | |
| Oman to United States | 4758 | 2000 | |
| Palestine to United States | 5747 | 2000 | |
| Qatar to United States | 793 | 2000 | |
| Saudi Arabia to United States | 22598 | 2000 | |
| Syria to United States | 0 | 2000 | |
| Turkey to United States | 280 | 2000 | |
| Yemen to United States | 17732 | 2000 | |
| Afghanistan to United States | 0 | 2000 | |
| Bangladesh to United States | 84997 | 2000 | |
| Bhutan to United States | 0 | 2000 | |
| India to United States | 638048 | 2000 | |
| Iran to United States | 4671 | 2000 | |
| Sri Lanka to United States | 10454 | 2000 | |
| Maldives to United States | 1328 | 2000 | |
| Nepal to United States | 39399 | 2000 | |
| Pakistan to United States | 83620 | 2000 | |
| China to United States | 796005 | 2000 | |
| Hong Kong to United States | 58203 | 2000 | |
| Japan to United States | 63936 | 2000 | |
| South Korea to United States | 257579 | 2000 | |
| Macao to United States | 1868 | 2000 | |
| Mongolia to United States | 29 | 2000 | |
| North Korea to United States | 0 | 2000 | |
| Brunei to United States | 6698 | 2000 | |
| Indonesia to United States | 65445 | 2000 | |
| Cambodia to United States | 0 | 2000 | |
| Laos to United States | 0 | 2000 | |
| Myanmar to United States | 40901 | 2000 | |
| Malaysia to United States | 50379 | 2000 | |
| Philippines to United States | 429262 | 2000 | |
| Singapore to United States | 11601 | 2000 | |
| Thailand to United States | 20845 | 2000 | |
| Timor-Leste to United States | 146 | 2000 | |
| Vietnam to United States | 196708 | 2000 | |
| Australia to United States | 6388 | 2000 | |
| Fiji to United States | 13658 | 2000 | |
| Micronesia to United States | 7772 | 2000 | |
| Guam to United States | 16 | 2000 | |
| New Caledonia to United States | 259 | 2000 | |
| New Zealand to United States | 2146 | 2000 | |
| Papua New Guinea to United States | 517 | 2000 | |
| French Polynesia to United States | 1 | 2000 | |
| Solomon Islands to United States | 18 | 2000 | |
| Tonga to United States | 1937 | 2000 | |
| Vanuatu to United States | 0 | 2000 | |
| Samoa to United States | 10 | 2000 | |
| Aruba to United States | 0 | 2000 | |
| Argentina to United States | 25251 | 2000 | |
| Bahamas to United States | 3275 | 2000 | |
| Belize to United States | 6143 | 2000 | |
| Bolivia to United States | 8869 | 2000 | |
| Brazil to United States | 85192 | 2000 | |
| Barbados to United States | 0 | 2000 | |
| Chile to United States | 10604 | 2000 | |
| Colombia to United States | 0 | 2000 | |
| Costa Rica to United States | 7974 | 2000 | |
| Cuba to United States | 77082 | 2000 | |
| Dominican Republic to United States | 89866 | 2000 | |
| Ecuador to United States | 0 | 2000 | |
| Guadeloupe to United States | 567 | 2000 | |
| Grenada to United States | 2170 | 2000 | |
| Guatemala to United States | 281174 | 2000 | |
| French Guiana to United States | 13 | 2000 | |
| Guyana to United States | 3073 | 2000 | |
| Honduras to United States | 129335 | 2000 | |
| Haiti to United States | 92782 | 2000 | |
| Jamaica to United States | 60529 | 2000 | |
| Saint Lucia to United States | 305 | 2000 | |
| Mexico to United States | 2677763 | 2000 | |
| Martinique to United States | 180 | 2000 | |
| Nicaragua to United States | 89242 | 2000 | |
| Panama to United States | 5650 | 2000 | |
| Peru to United States | 180295 | 2000 | |
| Puerto Rico to United States | 112625 | 2000 | |
| Paraguay to United States | 102 | 2000 | |
| El Salvador to United States | 329875 | 2000 | |
| Suriname to United States | 0 | 2000 | |
| Trinidad & Tobago to United States | 79 | 2000 | |
| Uruguay to United States | 12592 | 2000 | |
| Saint Vincent & Grenadines to United States | 2313 | 2000 | |
| Venezuela to United States | 12133 | 2000 | |
| Virgin Islands to United States | 330 | 2000 | |
| Canada to United States | 28 | 2005 | |
| United States to United States | 0 | 2005 | |
| Angola to United States | 0 | 2005 | |
| Burundi to United States | 0 | 2005 | |
| Benin to United States | 23 | 2005 | |
| Burkina Faso to United States | 1368 | 2005 | |
| Botswana to United States | 137 | 2005 | |
| Central African Republic to United States | 6 | 2005 | |
| Ivory Coast to United States | 18514 | 2005 | |
| Cameroon to United States | 19816 | 2005 | |
| DR Congo to United States | 225 | 2005 | |
| Congo to United States | 0 | 2005 | |
| Comoros to United States | 0 | 2005 | |
| Cape Verde to United States | 1427 | 2005 | |
| Djibouti to United States | 5 | 2005 | |
| Algeria to United States | 0 | 2005 | |
| Egypt to United States | 26385 | 2005 | |
| Eritrea to United States | 13 | 2005 | |
| Western Sahara to United States | 0 | 2005 | |
| Ethiopia to United States | 57079 | 2005 | |
| Gabon to United States | 159 | 2005 | |
| Ghana to United States | 41874 | 2005 | |
| Guinea to United States | 13927 | 2005 | |
| Gambia to United States | 1502 | 2005 | |
| Guinea-Bissau to United States | 15 | 2005 | |
| Equatorial Guinea to United States | 0 | 2005 | |
| Kenya to United States | 38282 | 2005 | |
| Liberia to United States | 1377 | 2005 | |
| Libya to United States | 229 | 2005 | |
| Lesotho to United States | 20 | 2005 | |
| Morocco to United States | 13310 | 2005 | |
| Madagascar to United States | 0 | 2005 | |
| Mali to United States | 407 | 2005 | |
| Mozambique to United States | 955 | 2005 | |
| Mauritania to United States | 17 | 2005 | |
| Mauritius to United States | 0 | 2005 | |
| Malawi to United States | 233 | 2005 | |
| Mayotte to United States | 0 | 2005 | |
| Namibia to United States | 0 | 2005 | |
| Niger to United States | 148 | 2005 | |
| Nigeria to United States | 103012 | 2005 | |
| Reunion to United States | 9 | 2005 | |
| Rwanda to United States | 0 | 2005 | |
| Sudan to United States | 40912 | 2005 | |
| Senegal to United States | 2519 | 2005 | |
| Sierra Leone to United States | 18 | 2005 | |
| Somalia to United States | 28767 | 2005 | |
| South Sudan to United States | 0 | 2005 | |
| Sao Tome & Principe to United States | 7 | 2005 | |
| Swaziland to United States | 0 | 2005 | |
| Chad to United States | 1895 | 2005 | |
| Togo to United States | 77 | 2005 | |
| Tunisia to United States | 5 | 2005 | |
| Tanzania to United States | 0 | 2005 | |
| Uganda to United States | 0 | 2005 | |
| South Africa to United States | 11519 | 2005 | |
| Zambia to United States | 1 | 2005 | |
| Zimbabwe to United States | 20637 | 2005 | |
| Albania to United States | 0 | 2005 | |
| Austria to United States | 0 | 2005 | |
| Belgium to United States | 0 | 2005 | |
| Bulgaria to United States | 0 | 2005 | |
| Bosnia & Herzegovina to United States | 1 | 2005 | |
| Switzerland to United States | 16 | 2005 | |
| Channel Islands to United States | 0 | 2005 | |
| Czech Republic to United States | 0 | 2005 | |
| Germany to United States | 68 | 2005 | |
| Denmark to United States | 0 | 2005 | |
| Spain to United States | 0 | 2005 | |
| Finland to United States | 0 | 2005 | |
| France to United States | 547 | 2005 | |
| United Kingdom to United States | 2196 | 2005 | |
| Greece to United States | 124 | 2005 | |
| Croatia to United States | 0 | 2005 | |
| Hungary to United States | 0 | 2005 | |
| Ireland to United States | 17 | 2005 | |
| Iceland to United States | 1 | 2005 | |
| Italy to United States | 4 | 2005 | |
| Luxembourg to United States | 0 | 2005 | |
| Macedonia to United States | 0 | 2005 | |
| Malta to United States | 0 | 2005 | |
| Montenegro to United States | 0 | 2005 | |
| Netherlands to United States | 141 | 2005 | |
| Norway to United States | 2 | 2005 | |
| Poland to United States | 1 | 2005 | |
| Portugal to United States | 116 | 2005 | |
| Romania to United States | 0 | 2005 | |
| Serbia to United States | 0 | 2005 | |
| Slovakia to United States | 2 | 2005 | |
| Slovenia to United States | 5 | 2005 | |
| Sweden to United States | 0 | 2005 | |
| Armenia to United States | 4 | 2005 | |
| Azerbaijan to United States | 0 | 2005 | |
| Belarus to United States | 0 | 2005 | |
| Estonia to United States | 0 | 2005 | |
| Georgia to United States | 778 | 2005 | |
| Kazakhstan to United States | 3347 | 2005 | |
| Kyrgyzstan to United States | 32 | 2005 | |
| Lithuania to United States | 0 | 2005 | |
| Latvia to United States | 0 | 2005 | |
| Moldova to United States | 2788 | 2005 | |
| Russia to United States | 181 | 2005 | |
| Tajikistan to United States | 521 | 2005 | |
| Turkmenistan to United States | 1 | 2005 | |
| Ukraine to United States | 0 | 2005 | |
| Uzbekistan to United States | 9373 | 2005 | |
| United Arab Emirates to United States | 11196 | 2005 | |
| Bahrain to United States | 0 | 2005 | |
| Cyprus to United States | 0 | 2005 | |
| Iraq to United States | 89 | 2005 | |
| Israel to United States | 167 | 2005 | |
| Jordan to United States | 18567 | 2005 | |
| Kuwait to United States | 2156 | 2005 | |
| Lebanon to United States | 1603 | 2005 | |
| Oman to United States | 730 | 2005 | |
| Palestine to United States | 1126 | 2005 | |
| Qatar to United States | 0 | 2005 | |
| Saudi Arabia to United States | 36710 | 2005 | |
| Syria to United States | 22566 | 2005 | |
| Turkey to United States | 0 | 2005 | |
| Yemen to United States | 20903 | 2005 | |
| Afghanistan to United States | 13781 | 2005 | |
| Bangladesh to United States | 128303 | 2005 | |
| Bhutan to United States | 0 | 2005 | |
| India to United States | 701242 | 2005 | |
| Iran to United States | 68345 | 2005 | |
| Sri Lanka to United States | 15766 | 2005 | |
| Maldives to United States | 1064 | 2005 | |
| Nepal to United States | 48919 | 2005 | |
| Pakistan to United States | 147652 | 2005 | |
| China to United States | 615536 | 2005 | |
| Hong Kong to United States | 21007 | 2005 | |
| Japan to United States | 3128 | 2005 | |
| South Korea to United States | 176430 | 2005 | |
| Macao to United States | 558 | 2005 | |
| Mongolia to United States | 10 | 2005 | |
| North Korea to United States | 0 | 2005 | |
| Brunei to United States | 5321 | 2005 | |
| Indonesia to United States | 65117 | 2005 | |
| Cambodia to United States | 22152 | 2005 | |
| Laos to United States | 0 | 2005 | |
| Myanmar to United States | 28118 | 2005 | |
| Malaysia to United States | 54160 | 2005 | |
| Philippines to United States | 373024 | 2005 | |
| Singapore to United States | 3738 | 2005 | |
| Thailand to United States | 68083 | 2005 | |
| Timor-Leste to United States | 1661 | 2005 | |
| Vietnam to United States | 172530 | 2005 | |
| Australia to United States | 308 | 2005 | |
| Fiji to United States | 4609 | 2005 | |
| Micronesia to United States | 7405 | 2005 | |
| Guam to United States | 120 | 2005 | |
| New Caledonia to United States | 374 | 2005 | |
| New Zealand to United States | 2665 | 2005 | |
| Papua New Guinea to United States | 325 | 2005 | |
| French Polynesia to United States | 5 | 2005 | |
| Solomon Islands to United States | 20 | 2005 | |
| Tonga to United States | 1525 | 2005 | |
| Vanuatu to United States | 1 | 2005 | |
| Samoa to United States | 7 | 2005 | |
| Aruba to United States | 0 | 2005 | |
| Argentina to United States | 28117 | 2005 | |
| Bahamas to United States | 4563 | 2005 | |
| Belize to United States | 3878 | 2005 | |
| Bolivia to United States | 11768 | 2005 | |
| Brazil to United States | 75163 | 2005 | |
| Barbados to United States | 0 | 2005 | |
| Chile to United States | 13056 | 2005 | |
| Colombia to United States | 28 | 2005 | |
| Costa Rica to United States | 7585 | 2005 | |
| Cuba to United States | 118560 | 2005 | |
| Dominican Republic to United States | 95233 | 2005 | |
| Ecuador to United States | 101 | 2005 | |
| Guadeloupe to United States | 900 | 2005 | |
| Grenada to United States | 2110 | 2005 | |
| Guatemala to United States | 196146 | 2005 | |
| French Guiana to United States | 343 | 2005 | |
| Guyana to United States | 5744 | 2005 | |
| Honduras to United States | 83578 | 2005 | |
| Haiti to United States | 133517 | 2005 | |
| Jamaica to United States | 76052 | 2005 | |
| Saint Lucia to United States | 494 | 2005 | |
| Mexico to United States | 1957397 | 2005 | |
| Martinique to United States | 164 | 2005 | |
| Nicaragua to United States | 82311 | 2005 | |
| Panama to United States | 2863 | 2005 | |
| Peru to United States | 194181 | 2005 | |
| Puerto Rico to United States | 104291 | 2005 | |
| Paraguay to United States | 0 | 2005 | |
| El Salvador to United States | 268935 | 2005 | |
| Suriname to United States | 164 | 2005 | |
| Trinidad & Tobago to United States | 168 | 2005 | |
| Uruguay to United States | 7926 | 2005 | |
| Saint Vincent & Grenadines to United States | 2205 | 2005 | |
| Venezuela to United States | 11808 | 2005 | |
| Virgin Islands to United States | 330 | 2005 |
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