{"id":5369,"date":"2015-07-25T07:21:05","date_gmt":"2015-07-25T06:21:05","guid":{"rendered":"http:\/\/emilkirkegaard.dk\/en\/?p=5369"},"modified":"2015-07-25T07:21:05","modified_gmt":"2015-07-25T06:21:05","slug":"approximate-string-matching-in-r","status":"publish","type":"post","link":"https:\/\/emilkirkegaard.dk\/en\/2015\/07\/approximate-string-matching-in-r\/","title":{"rendered":"Approximate string matching in R"},"content":{"rendered":"<p>In trying to merge some data, I was confronted with a problem of matching up strings where the author had mutilated them. He had done so in two ways: cutting them off at the 8th character or using personal abbreviations. The first one is relatively easy to deal with. The second one is not.<\/p>\n<p>So I looked around a bit and found that there are others who had similar problems:<\/p>\n<ul>\n<li>http:\/\/stats.stackexchange.com\/questions\/3425\/how-to-quasi-match-two-vectors-of-strings-in-r<\/li>\n<li>http:\/\/stackoverflow.com\/questions\/2231993\/merging-two-data-frames-using-fuzzy-approximate-string-matching-in-r<\/li>\n<\/ul>\n<p>The large table below shows the matching results. The leftmost column has the strings I need to match. The list to be matched against is the list of country and regional names and their ISO 3 abbreviations here: https:\/\/osf.io\/59dr7\/<\/p>\n<p>It looks like for most cases the shortened version worked fine. 165 of 193 matches were found all of which were correct.<\/p>\n<p>The agrep (with max distance = .1, the default), found a match in 175 cases, so only a little improvement there. But it gets worse, in many cases, it disagrees with the stricter matching method and gets it wrong. There is no case where it is correct over the simpler method. Strangely, in all 10 cases where the simple method failed, agrep got it right. But it got it wrong in the easier cases. In some cases, it is truly bizarre: given the string &#8220;United S&#8221;, it goes for &#8220;United Republic of Tanzania&#8221; instead of the much easier &#8220;United States&#8221;. Strangely, a common error is preferring a subset\/longer version over an exact match. No human would make this error. E.g. given &#8220;Moldova&#8221;, it prefers &#8220;Moldova, Republic&#8221; of over just &#8220;Moldova&#8221;.<\/p>\n<p>There are a number of different errors it makes. In the comments below I have noted the type of error (my judgment).<\/p>\n<p>For the moment, I would caution the use of this algorithm.<\/p>\n<table border=\"0\" cellspacing=\"0\">\n<colgroup width=\"79\"><\/colgroup>\n<colgroup width=\"143\"><\/colgroup>\n<colgroup width=\"85\"><\/colgroup>\n<colgroup width=\"212\"><\/colgroup>\n<colgroup width=\"247\"><\/colgroup>\n<colgroup width=\"212\"><\/colgroup>\n<colgroup span=\"2\" width=\"85\"><\/colgroup>\n<colgroup width=\"320\"><\/colgroup>\n<tbody>\n<tr>\n<td align=\"left\" height=\"17\"><strong>Country<\/strong><\/td>\n<td align=\"left\"><strong>Genetic_distance_SA<\/strong><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><strong>to_short_result<\/strong><\/td>\n<td align=\"left\"><strong>agrep_result<\/strong><\/td>\n<td align=\"left\"><strong>best_match<\/strong><\/td>\n<td align=\"left\"><strong>agreement<\/strong><\/td>\n<td align=\"left\"><strong>filled_in<\/strong><\/td>\n<td align=\"left\"><strong>comments<\/strong><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Norway<\/td>\n<td align=\"right\">1455.52<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Norway<\/td>\n<td align=\"left\">Norway<\/td>\n<td align=\"left\">Norway<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Norway<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Netherla<\/td>\n<td align=\"right\">1453.28<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Netherlands<\/td>\n<td align=\"left\">Netherlands<\/td>\n<td align=\"left\">Netherlands<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Netherlands<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Ireland<\/td>\n<td align=\"right\">1940.31<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Ireland<\/td>\n<td align=\"left\">Iceland<\/td>\n<td align=\"left\">Ireland<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Ireland<\/td>\n<td align=\"left\">prefers substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Liechste<\/td>\n<td align=\"right\">1511.83<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Liechtenstein<\/td>\n<td align=\"left\">Liechtenstein<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Liechtenstein<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Germany<\/td>\n<td align=\"right\">1484.92<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Germany<\/td>\n<td align=\"left\">Germany<\/td>\n<td align=\"left\">Germany<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Germany<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Sweeden<\/td>\n<td align=\"right\">1453.79<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Sweden<\/td>\n<td align=\"left\">Sweden<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Sweden<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Switzerl<\/td>\n<td align=\"right\">1557.96<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Switzerland<\/td>\n<td align=\"left\">Switzerland<\/td>\n<td align=\"left\">Switzerland<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Switzerland<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Iceland<\/td>\n<td align=\"right\">1932.36<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Iceland<\/td>\n<td align=\"left\">Iceland<\/td>\n<td align=\"left\">Iceland<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Iceland<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Denmark<\/td>\n<td align=\"right\">1472.52<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Denmark<\/td>\n<td align=\"left\">Denmark<\/td>\n<td align=\"left\">Denmark<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Denmark<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Belgium<\/td>\n<td align=\"right\">1940.31<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Belgium<\/td>\n<td align=\"left\">Belgium<\/td>\n<td align=\"left\">Belgium<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Belgium<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Austria<\/td>\n<td align=\"right\">1465.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Austria<\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"left\">Austria<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Austria<\/td>\n<td align=\"left\">prefers part deleted<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">France<\/td>\n<td align=\"right\">1896.22<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">France<\/td>\n<td align=\"left\">France<\/td>\n<td align=\"left\">France<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">France<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Slovenia<\/td>\n<td align=\"right\">1292.32<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Slovenia<\/td>\n<td align=\"left\">Slovenia<\/td>\n<td align=\"left\">Slovenia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Slovenia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Finland<\/td>\n<td align=\"right\">2420.3<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Finland<\/td>\n<td align=\"left\">Finland<\/td>\n<td align=\"left\">Finland<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Finland<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Spain<\/td>\n<td align=\"right\">1929.44<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Spain<\/td>\n<td align=\"left\">Saint Barth&lt;U+FFFD&gt;lemy<\/td>\n<td align=\"left\">Spain<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Spain<\/td>\n<td align=\"left\">no idea<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Italy<\/td>\n<td align=\"right\">1961.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Italy<\/td>\n<td align=\"left\">Italy<\/td>\n<td align=\"left\">Italy<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Italy<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Luxembur<\/td>\n<td align=\"right\">1929.98<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Luxembourg<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Czech Re<\/td>\n<td align=\"right\">1524.73<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Czech Republic<\/td>\n<td align=\"left\">Czech Republic<\/td>\n<td align=\"left\">Czech Republic<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Czech Republic<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">U. K.<\/td>\n<td align=\"right\">1916.91<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">UK<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Greece<\/td>\n<td align=\"right\">1283.05<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Greece<\/td>\n<td align=\"left\">Greece<\/td>\n<td align=\"left\">Greece<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Greece<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Cyprus<\/td>\n<td align=\"right\">1288.53<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Cyprus<\/td>\n<td align=\"left\">Cyprus<\/td>\n<td align=\"left\">Cyprus<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Cyprus<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Estonia<\/td>\n<td align=\"right\">2302.86<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Estonia<\/td>\n<td align=\"left\">Estonia<\/td>\n<td align=\"left\">Estonia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Estonia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Slovakia<\/td>\n<td align=\"right\">1573.38<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Slovakia<\/td>\n<td align=\"left\">Slovakia<\/td>\n<td align=\"left\">Slovakia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Slovakia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Malta<\/td>\n<td align=\"right\">1912.52<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Malta<\/td>\n<td align=\"left\">Gibraltar<\/td>\n<td align=\"left\">Malta<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Malta<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Poland<\/td>\n<td align=\"right\">1905.67<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Poland<\/td>\n<td align=\"left\">Poland<\/td>\n<td align=\"left\">Poland<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Poland<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Lithuani<\/td>\n<td align=\"right\">2389.28<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Lithuania<\/td>\n<td align=\"left\">Lithuania<\/td>\n<td align=\"left\">Lithuania<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Lithuania<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Portugal<\/td>\n<td align=\"right\">1949.34<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Portugal<\/td>\n<td align=\"left\">Portugal<\/td>\n<td align=\"left\">Portugal<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Portugal<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Latvia<\/td>\n<td align=\"right\">2256.69<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Latvia<\/td>\n<td align=\"left\">Latvia<\/td>\n<td align=\"left\">Latvia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Latvia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Croatia<\/td>\n<td align=\"right\">1289.64<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Croatia<\/td>\n<td align=\"left\">Croatia<\/td>\n<td align=\"left\">Croatia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Croatia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Romania<\/td>\n<td align=\"right\">1928.4<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Romania<\/td>\n<td align=\"left\">Romania<\/td>\n<td align=\"left\">Romania<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Romania<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bulgaria<\/td>\n<td align=\"right\">1399.01<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bulgaria<\/td>\n<td align=\"left\">Bulgaria<\/td>\n<td align=\"left\">Bulgaria<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Bulgaria<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Serbia<\/td>\n<td align=\"right\">1421.01<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Serbia<\/td>\n<td align=\"left\">Serbia<\/td>\n<td align=\"left\">Serbia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Serbia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Russia<\/td>\n<td align=\"right\">1975.49<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Russia<\/td>\n<td align=\"left\">Russia<\/td>\n<td align=\"left\">Russia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Russia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Albania<\/td>\n<td align=\"right\">1301.47<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Albania<\/td>\n<td align=\"left\">Albania<\/td>\n<td align=\"left\">Albania<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Albania<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Macedoni<\/td>\n<td align=\"right\">1334.51<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Macedonia<\/td>\n<td align=\"left\">Macedonia<\/td>\n<td align=\"left\">Macedonia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Macedonia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Armenia<\/td>\n<td align=\"right\">1558.32<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Armenia<\/td>\n<td align=\"left\">Armenia<\/td>\n<td align=\"left\">Armenia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Armenia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Moldova<\/td>\n<td align=\"right\">1527.95<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Moldova<\/td>\n<td align=\"left\">Moldova, Republic of<\/td>\n<td align=\"left\">Moldova<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Moldova<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Botswana<\/td>\n<td align=\"right\">347.18<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Botswana<\/td>\n<td align=\"left\">Botswana<\/td>\n<td align=\"left\">Botswana<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Botswana<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">South Af<\/td>\n<td align=\"right\">0<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">South Africa<\/td>\n<td align=\"left\">South Africa<\/td>\n<td align=\"left\">South Africa<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">South Africa<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Ghana<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Ghana<\/td>\n<td align=\"left\">Ghana<\/td>\n<td align=\"left\">Ghana<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Ghana<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Eq Guine<\/td>\n<td align=\"right\">373.2<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Equatorial Guinea<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Congo<\/td>\n<td align=\"right\">452.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Congo<\/td>\n<td align=\"left\">Congo<\/td>\n<td align=\"left\">Congo<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Congo<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Kenya<\/td>\n<td align=\"right\">366.78<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Kenya<\/td>\n<td align=\"left\">Kenya<\/td>\n<td align=\"left\">Kenya<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Kenya<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Cameroon<\/td>\n<td align=\"right\">319.62<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Cameroon<\/td>\n<td align=\"left\">Cameroon<\/td>\n<td align=\"left\">Cameroon<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Cameroon<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Tanzania<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Tanzania<\/td>\n<td align=\"left\">Tanzania<\/td>\n<td align=\"left\">Tanzania<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Tanzania<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Nigeria<\/td>\n<td align=\"right\">342.24<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Nigeria<\/td>\n<td align=\"left\">Nigeria<\/td>\n<td align=\"left\">Nigeria<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Nigeria<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Uganda<\/td>\n<td align=\"right\">358.75<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Uganda<\/td>\n<td align=\"left\">Uganda<\/td>\n<td align=\"left\">Uganda<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Uganda<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Zambia<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Zambia<\/td>\n<td align=\"left\">Gambia<\/td>\n<td align=\"left\">Zambia<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Zambia<\/td>\n<td align=\"left\">prefers substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Sudan<\/td>\n<td align=\"right\">316.95<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Sudan<\/td>\n<td align=\"left\">Sudan<\/td>\n<td align=\"left\">Sudan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Sudan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Zimbabwe<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Zimbabwe<\/td>\n<td align=\"left\">Zimbabwe<\/td>\n<td align=\"left\">Zimbabwe<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Zimbabwe<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Ethiopia<\/td>\n<td align=\"right\">705.3<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Ethiopia<\/td>\n<td align=\"left\">Ethiopia<\/td>\n<td align=\"left\">Ethiopia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Ethiopia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Guinea<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Guinea<\/td>\n<td align=\"left\">Guinea<\/td>\n<td align=\"left\">Guinea<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Guinea<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">CentAfrR<\/td>\n<td align=\"right\">469.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Central African Republic<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SierraLe<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Sierra Leone<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mozambiq<\/td>\n<td align=\"right\">355.75<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mozambique<\/td>\n<td align=\"left\">Mozambique<\/td>\n<td align=\"left\">Mozambique<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Mozambique<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">CongoDR<\/td>\n<td align=\"right\">410.17<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Congo Republic of<\/td>\n<td align=\"left\">Congo Republic of<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Congo Republic of<\/td>\n<td align=\"left\">wrong but excuseable; Congo Democratic Republic<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Andorra<\/td>\n<td align=\"right\">1912.83<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Andorra<\/td>\n<td align=\"left\">Andorra<\/td>\n<td align=\"left\">Andorra<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Andorra<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Angola<\/td>\n<td align=\"right\">353.49<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Angola<\/td>\n<td align=\"left\">Angola<\/td>\n<td align=\"left\">Angola<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Angola<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Belarus<\/td>\n<td align=\"right\">1949.85<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Belarus<\/td>\n<td align=\"left\">Belarus<\/td>\n<td align=\"left\">Belarus<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Belarus<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Benin<\/td>\n<td align=\"right\">394.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Benin<\/td>\n<td align=\"left\">Benin<\/td>\n<td align=\"left\">Benin<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Benin<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bosnia<\/td>\n<td align=\"right\">1337.37<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bosnia<\/td>\n<td align=\"left\">Bosnia and Herzegovina<\/td>\n<td align=\"left\">Bosnia<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Bosnia<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">BurkinaF<\/td>\n<td align=\"right\">378.36<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Burkina Faso<\/td>\n<td align=\"left\">Burkina Faso<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Burkina Faso<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Burundi<\/td>\n<td align=\"right\">362.98<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Burundi<\/td>\n<td align=\"left\">Burundi<\/td>\n<td align=\"left\">Burundi<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Burundi<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Cape Ver<\/td>\n<td align=\"right\">963.09<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Cape Verde<\/td>\n<td align=\"left\">Cape Verde<\/td>\n<td align=\"left\">Cape Verde<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Cape Verde<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Chad<\/td>\n<td align=\"right\">537.81<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Chad<\/td>\n<td align=\"left\">Chad<\/td>\n<td align=\"left\">Chad<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Chad<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Comoros<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Comoros<\/td>\n<td align=\"left\">Comoros<\/td>\n<td align=\"left\">Comoros<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Comoros<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">IvoryCoa<\/td>\n<td align=\"right\">468.01<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Ivory Coast<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Djibouti<\/td>\n<td align=\"right\">750.88<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Djibouti<\/td>\n<td align=\"left\">Djibouti<\/td>\n<td align=\"left\">Djibouti<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Djibouti<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Eritrea<\/td>\n<td align=\"right\">665.96<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Eritrea<\/td>\n<td align=\"left\">Eritrea<\/td>\n<td align=\"left\">Eritrea<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Eritrea<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Gabon<\/td>\n<td align=\"right\">360.07<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Gabon<\/td>\n<td align=\"left\">Gabon<\/td>\n<td align=\"left\">Gabon<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Gabon<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Gambia<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Gambia<\/td>\n<td align=\"left\">Gambia<\/td>\n<td align=\"left\">Gambia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Gambia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Georgia<\/td>\n<td align=\"right\">1613.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Georgia<\/td>\n<td align=\"left\">Georgia<\/td>\n<td align=\"left\">Georgia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Georgia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Guinea-B<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Guinea-Bissau<\/td>\n<td align=\"left\">Guinea-Bissau<\/td>\n<td align=\"left\">Guinea-Bissau<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Guinea-Bissau<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Lesotho<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Lesotho<\/td>\n<td align=\"left\">Lesotho<\/td>\n<td align=\"left\">Lesotho<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Lesotho<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Liberia<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Liberia<\/td>\n<td align=\"left\">Liberia<\/td>\n<td align=\"left\">Liberia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Liberia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Malawi<\/td>\n<td align=\"right\">352.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Malawi<\/td>\n<td align=\"left\">Malawi<\/td>\n<td align=\"left\">Malawi<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Malawi<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mali<\/td>\n<td align=\"right\">430.58<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mali<\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"left\">Mali<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Mali<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mauritan<\/td>\n<td align=\"right\">681.23<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mauritania<\/td>\n<td align=\"left\">Mauritania<\/td>\n<td align=\"left\">Mauritania<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Mauritania<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Namibia<\/td>\n<td align=\"right\">419.32<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Namibia<\/td>\n<td align=\"left\">Namibia<\/td>\n<td align=\"left\">Namibia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Namibia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Niger<\/td>\n<td align=\"right\">315.05<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Niger<\/td>\n<td align=\"left\">Niger<\/td>\n<td align=\"left\">Niger<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Niger<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Rwanda<\/td>\n<td align=\"right\">364.26<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Rwanda<\/td>\n<td align=\"left\">Rwanda<\/td>\n<td align=\"left\">Rwanda<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Rwanda<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SaoTomeP<\/td>\n<td align=\"right\">339.89<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Sao Tome and Principe<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Senegal<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Senegal<\/td>\n<td align=\"left\">Senegal<\/td>\n<td align=\"left\">Senegal<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Senegal<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Seychell<\/td>\n<td align=\"right\">1709.06<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Seychelles<\/td>\n<td align=\"left\">Seychelles<\/td>\n<td align=\"left\">Seychelles<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Seychelles<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Somalia<\/td>\n<td align=\"right\">500.74<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Somalia<\/td>\n<td align=\"left\">Somalia<\/td>\n<td align=\"left\">Somalia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Somalia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Swazilan<\/td>\n<td align=\"right\">400.17<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Swaziland<\/td>\n<td align=\"left\">Swaziland<\/td>\n<td align=\"left\">Swaziland<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Swaziland<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Togo<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Togo<\/td>\n<td align=\"left\">Togo<\/td>\n<td align=\"left\">Togo<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Togo<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Ukraine<\/td>\n<td align=\"right\">1947.94<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Ukraine<\/td>\n<td align=\"left\">Ukraine<\/td>\n<td align=\"left\">Ukraine<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Ukraine<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Australi<\/td>\n<td align=\"right\">1971.39<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Australia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">United S<\/td>\n<td align=\"right\">1792.33<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">United States<\/td>\n<td align=\"left\">United Republic of Tanzania<\/td>\n<td align=\"left\">United States<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">United States<\/td>\n<td align=\"left\">bizarre<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">New Zeal<\/td>\n<td align=\"right\">2061.12<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">New Zealand<\/td>\n<td align=\"left\">New Zealand<\/td>\n<td align=\"left\">New Zealand<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">New Zealand<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Canada<\/td>\n<td align=\"right\">1958.73<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Canada<\/td>\n<td align=\"left\">Canada<\/td>\n<td align=\"left\">Canada<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Canada<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Japan<\/td>\n<td align=\"right\">2176.04<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Japan<\/td>\n<td align=\"left\">Japan<\/td>\n<td align=\"left\">Japan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Japan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Hong Kon<\/td>\n<td align=\"right\">2674.63<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Hong Kong<\/td>\n<td align=\"left\">Hong Kong<\/td>\n<td align=\"left\">Hong Kong<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Hong Kong<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Korea<\/td>\n<td align=\"right\">2399.11<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Korea<\/td>\n<td align=\"left\">Korea Democratic People&#8217;s Republic of<\/td>\n<td align=\"left\">Korea<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Korea<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Israel<\/td>\n<td align=\"right\">1539.63<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Israel<\/td>\n<td align=\"left\">Israel<\/td>\n<td align=\"left\">Israel<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Israel<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Singapor<\/td>\n<td align=\"right\">2459.04<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Singapore<\/td>\n<td align=\"left\">Singapore<\/td>\n<td align=\"left\">Singapore<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Singapore<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Qatar<\/td>\n<td align=\"right\">1733.83<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Qatar<\/td>\n<td align=\"left\">Qatar<\/td>\n<td align=\"left\">Qatar<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Qatar<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Hungary<\/td>\n<td align=\"right\">2432.96<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Hungary<\/td>\n<td align=\"left\">Hungary<\/td>\n<td align=\"left\">Hungary<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Hungary<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bahrain<\/td>\n<td align=\"right\">971.99<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bahrain<\/td>\n<td align=\"left\">Bahrain<\/td>\n<td align=\"left\">Bahrain<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Bahrain<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Chile<\/td>\n<td align=\"right\">2279.52<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Chile<\/td>\n<td align=\"left\">Chile<\/td>\n<td align=\"left\">Chile<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Chile<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Argentin<\/td>\n<td align=\"right\">1994.59<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Argentina<\/td>\n<td align=\"left\">Argentina<\/td>\n<td align=\"left\">Argentina<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Argentina<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Barbados<\/td>\n<td align=\"right\">468.02<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Barbados<\/td>\n<td align=\"left\">Barbados<\/td>\n<td align=\"left\">Barbados<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Barbados<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Uruguay<\/td>\n<td align=\"right\">1918.61<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Uruguay<\/td>\n<td align=\"left\">Uruguay<\/td>\n<td align=\"left\">Uruguay<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Uruguay<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Cuba<\/td>\n<td align=\"right\">1370.91<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Cuba<\/td>\n<td align=\"left\">Aruba<\/td>\n<td align=\"left\">Cuba<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Cuba<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Saudi Ar<\/td>\n<td align=\"right\">1468.3<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Saudi Arabia<\/td>\n<td align=\"left\">Saudi Arabia<\/td>\n<td align=\"left\">Saudi Arabia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Saudi Arabia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mexico<\/td>\n<td align=\"right\">2024.64<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mexico<\/td>\n<td align=\"left\">Mexico<\/td>\n<td align=\"left\">Mexico<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Mexico<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Malaysia<\/td>\n<td align=\"right\">1922.77<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Malaysia<\/td>\n<td align=\"left\">Malaysia<\/td>\n<td align=\"left\">Malaysia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Malaysia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Trinidad<\/td>\n<td align=\"right\">1024.1<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Trinidad and Tobago<\/td>\n<td align=\"left\">Trinidad and Tobago<\/td>\n<td align=\"left\">Trinidad and Tobago<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Trinidad and Tobago<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Kuwait<\/td>\n<td align=\"right\">1081.15<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Kuwait<\/td>\n<td align=\"left\">Kuwait<\/td>\n<td align=\"left\">Kuwait<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Kuwait<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Lebanon<\/td>\n<td align=\"right\">1543.46<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Lebanon<\/td>\n<td align=\"left\">Lebanon<\/td>\n<td align=\"left\">Lebanon<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Lebanon<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Venezuel<\/td>\n<td align=\"right\">1280.81<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Venezuela, Bolivarian Republic of<\/td>\n<td align=\"left\">Venezuela, Bolivarian Republic of<\/td>\n<td align=\"left\">Venezuela, Bolivarian Republic of<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Venezuela, Bolivarian Republic of<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mauritiu<\/td>\n<td align=\"right\">1792.48<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mauritius<\/td>\n<td align=\"left\">Mauritius<\/td>\n<td align=\"left\">Mauritius<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Mauritius<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Jamaica<\/td>\n<td align=\"right\">595.5<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Jamaica<\/td>\n<td align=\"left\">Jamaica<\/td>\n<td align=\"left\">Jamaica<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Jamaica<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Peru<\/td>\n<td align=\"right\">2096.08<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Peru<\/td>\n<td align=\"left\">Hviderusland<\/td>\n<td align=\"left\">Peru<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Peru<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Dominica<\/td>\n<td align=\"right\">521.08<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Dominica<\/td>\n<td align=\"left\">Dominica<\/td>\n<td align=\"left\">Dominica<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Dominica<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SaintLuc<\/td>\n<td align=\"right\">497.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Saint Lucia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Ecuador<\/td>\n<td align=\"right\">2228.58<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Ecuador<\/td>\n<td align=\"left\">Ecuador<\/td>\n<td align=\"left\">Ecuador<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Ecuador<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Brazil<\/td>\n<td align=\"right\">1875.81<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Brazil<\/td>\n<td align=\"left\">Brazil<\/td>\n<td align=\"left\">Brazil<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Brazil<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SaintVin<\/td>\n<td align=\"right\">395.9<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Saint Vincent<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Colombia<\/td>\n<td align=\"right\">1973.6<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Colombia<\/td>\n<td align=\"left\">Colombia<\/td>\n<td align=\"left\">Colombia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Colombia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Iran<\/td>\n<td align=\"right\">1945.07<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Iran<\/td>\n<td align=\"left\">France<\/td>\n<td align=\"left\">Iran<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Iran<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Tonga<\/td>\n<td align=\"right\">2390.38<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Tonga<\/td>\n<td align=\"left\">Tonga<\/td>\n<td align=\"left\">Tonga<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Tonga<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Turkey<\/td>\n<td align=\"right\">2167.95<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Turkey<\/td>\n<td align=\"left\">Turkey<\/td>\n<td align=\"left\">Turkey<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Turkey<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Belize<\/td>\n<td align=\"right\">1481.26<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Belize<\/td>\n<td align=\"left\">Belize<\/td>\n<td align=\"left\">Belize<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Belize<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Tunisia<\/td>\n<td align=\"right\">203.38<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Tunisia<\/td>\n<td align=\"left\">Tunisia<\/td>\n<td align=\"left\">Tunisia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Tunisia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Jordan<\/td>\n<td align=\"right\">1539.63<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Jordan<\/td>\n<td align=\"left\">Jordan<\/td>\n<td align=\"left\">Jordan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Jordan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SriLanka<\/td>\n<td align=\"right\">1783.84<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Sri Lanka<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">DomRep<\/td>\n<td align=\"right\">1206.72<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Dominican Republic<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">W. Samoa<\/td>\n<td align=\"right\">2388.58<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">W. Samoa<\/td>\n<td align=\"left\">W. Samoa<\/td>\n<td align=\"left\">W. Samoa<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">W. Samoa<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Fiji<\/td>\n<td align=\"right\">2534.15<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Fiji<\/td>\n<td align=\"left\">Fiji<\/td>\n<td align=\"left\">Fiji<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Fiji<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">China<\/td>\n<td align=\"right\">2646.26<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">China<\/td>\n<td align=\"left\">China<\/td>\n<td align=\"left\">China<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">China<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Thailand<\/td>\n<td align=\"right\">2068.81<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Thailand<\/td>\n<td align=\"left\">Thailand<\/td>\n<td align=\"left\">Thailand<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Thailand<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Surinam<\/td>\n<td align=\"right\">1562.55<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Suriname<\/td>\n<td align=\"left\">Suriname<\/td>\n<td align=\"left\">Suriname<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Suriname<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Paraguay<\/td>\n<td align=\"right\">2243.61<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Paraguay<\/td>\n<td align=\"left\">Paraguay<\/td>\n<td align=\"left\">Paraguay<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Paraguay<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bolivia<\/td>\n<td align=\"right\">2410.22<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bolivia<\/td>\n<td align=\"left\">Bolivia, Plurinational State of<\/td>\n<td align=\"left\">Bolivia<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Bolivia<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Philipin<\/td>\n<td align=\"right\">2628.84<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Philipines<\/td>\n<td align=\"left\">Philipines<\/td>\n<td align=\"left\">Philipines<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Philipines<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Egypt<\/td>\n<td align=\"right\">1401.52<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Egypt<\/td>\n<td align=\"left\">Egypt<\/td>\n<td align=\"left\">Egypt<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Egypt<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Syria<\/td>\n<td align=\"right\">1590.05<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Syria<\/td>\n<td align=\"left\">Syria<\/td>\n<td align=\"left\">Syria<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Syria<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Honduras<\/td>\n<td align=\"right\">1979.74<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Honduras<\/td>\n<td align=\"left\">Honduras<\/td>\n<td align=\"left\">Honduras<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Honduras<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Indonesi<\/td>\n<td align=\"right\">2602.63<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Indonesia<\/td>\n<td align=\"left\">Indonesia<\/td>\n<td align=\"left\">Indonesia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Indonesia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">VietNam<\/td>\n<td align=\"right\">2264.3<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Viet Nam<\/td>\n<td align=\"left\">Viet Nam<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Viet Nam<\/td>\n<td align=\"left\">correct, but odd, vs. Vietnam<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Morocco<\/td>\n<td align=\"right\">191.55<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Morocco<\/td>\n<td align=\"left\">Morocco<\/td>\n<td align=\"left\">Morocco<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Morocco<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Guatemal<\/td>\n<td align=\"right\">2040.41<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Guatemala<\/td>\n<td align=\"left\">Guatemala<\/td>\n<td align=\"left\">Guatemala<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Guatemala<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Irak<\/td>\n<td align=\"right\">1625.4<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Irak<\/td>\n<td align=\"left\">Iran<\/td>\n<td align=\"left\">Irak<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Irak<\/td>\n<td align=\"left\">prefers substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">India<\/td>\n<td align=\"right\">1888.5<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">India<\/td>\n<td align=\"left\">India<\/td>\n<td align=\"left\">India<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">India<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Laos<\/td>\n<td align=\"right\">3012.42<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Laos<\/td>\n<td align=\"left\">Lao People&#8217;s Democratic Republic<\/td>\n<td align=\"left\">Laos<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Laos<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Pakistan<\/td>\n<td align=\"right\">1901.47<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Pakistan<\/td>\n<td align=\"left\">Pakistan<\/td>\n<td align=\"left\">Pakistan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Pakistan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Madagasc<\/td>\n<td align=\"right\">1678.96<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Madagascar<\/td>\n<td align=\"left\">Madagascar<\/td>\n<td align=\"left\">Madagascar<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Madagascar<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Papua<\/td>\n<td align=\"right\">3115.88<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Papua New Guinea<\/td>\n<td align=\"left\">Papua New Guinea<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Papua New Guinea<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Yemen<\/td>\n<td align=\"right\">1190.13<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Yemen<\/td>\n<td align=\"left\">Yemen<\/td>\n<td align=\"left\">Yemen<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Yemen<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Nepal<\/td>\n<td align=\"right\">2030.11<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Nepal<\/td>\n<td align=\"left\">Nepal<\/td>\n<td align=\"left\">Nepal<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Nepal<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">CookIsla<\/td>\n<td align=\"right\">2437.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Cook Islands<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Macau<\/td>\n<td align=\"right\">2660.44<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Macau<\/td>\n<td align=\"left\">Macao<\/td>\n<td align=\"left\">Macau<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Macau<\/td>\n<td align=\"left\">prefers substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Marianas<\/td>\n<td align=\"right\">2437.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mariana Isl.<\/td>\n<td align=\"left\">Mariana Isl.<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Mariana Isl.<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Marshall<\/td>\n<td align=\"right\">2437.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Marshall Islands<\/td>\n<td align=\"left\">Marshall Islands<\/td>\n<td align=\"left\">Marshall Islands<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Marshall Islands<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">NCaledon<\/td>\n<td align=\"right\">2437.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">New Caledonia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Taiwan<\/td>\n<td align=\"right\">2673.71<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Taiwan<\/td>\n<td align=\"left\">Taiwan, Province of China<\/td>\n<td align=\"left\">Taiwan<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Taiwan<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">PuertoRi<\/td>\n<td align=\"right\">1654.5<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Puerto Rico<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Afghanis<\/td>\n<td align=\"right\">1962.74<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Afghanistan<\/td>\n<td align=\"left\">Afghanistan<\/td>\n<td align=\"left\">Afghanistan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Afghanistan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Algeria<\/td>\n<td align=\"right\">185.65<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Algeria<\/td>\n<td align=\"left\">Algeria<\/td>\n<td align=\"left\">Algeria<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Algeria<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Antigua\/<\/td>\n<td align=\"right\">491.84<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Antigua and Barbuda<\/td>\n<td align=\"left\">Antigua and Barbuda<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Antigua and Barbuda<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Azerbaij<\/td>\n<td align=\"right\">2190.35<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Azerbaijan<\/td>\n<td align=\"left\">Azerbaijan<\/td>\n<td align=\"left\">Azerbaijan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Azerbaijan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bahamas<\/td>\n<td align=\"right\">594.17<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bahamas<\/td>\n<td align=\"left\">Bahamas<\/td>\n<td align=\"left\">Bahamas<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Bahamas<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Banglade<\/td>\n<td align=\"right\">1897.24<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bangladesh<\/td>\n<td align=\"left\">Bangladesh<\/td>\n<td align=\"left\">Bangladesh<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Bangladesh<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Bhutan<\/td>\n<td align=\"right\">2082.28<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Bhutan<\/td>\n<td align=\"left\">Bhutan<\/td>\n<td align=\"left\">Bhutan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Bhutan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Brunei<\/td>\n<td align=\"right\">1904.48<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Brunei<\/td>\n<td align=\"left\">Brunei Darussalam<\/td>\n<td align=\"left\">Brunei<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Brunei<\/td>\n<td align=\"left\">prefers longer<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Burma<\/td>\n<td align=\"right\">2138.54<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Burma<\/td>\n<td align=\"left\">Burma<\/td>\n<td align=\"left\">Burma<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Burma<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Cambodia<\/td>\n<td align=\"right\">2254.37<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Cambodia<\/td>\n<td align=\"left\">Cambodia<\/td>\n<td align=\"left\">Cambodia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Cambodia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Costa Ri<\/td>\n<td align=\"right\">1938.1<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Costa Rica<\/td>\n<td align=\"left\">Costa Rica<\/td>\n<td align=\"left\">Costa Rica<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Costa Rica<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">El Salva<\/td>\n<td align=\"right\">1016.14<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">El Salvador<\/td>\n<td align=\"left\">El Salvador<\/td>\n<td align=\"left\">El Salvador<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">El Salvador<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Grenada<\/td>\n<td align=\"right\">537.25<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Grenada<\/td>\n<td align=\"left\">Grenada<\/td>\n<td align=\"left\">Grenada<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Grenada<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Guyana<\/td>\n<td align=\"right\">1379.76<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Guyana<\/td>\n<td align=\"left\">Guyana<\/td>\n<td align=\"left\">Guyana<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Guyana<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Haiti<\/td>\n<td align=\"right\">434.51<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Haiti<\/td>\n<td align=\"left\">Haiti<\/td>\n<td align=\"left\">Haiti<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Haiti<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Kazakhst<\/td>\n<td align=\"right\">2122.18<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Kazakhstan<\/td>\n<td align=\"left\">Kazakhstan<\/td>\n<td align=\"left\">Kazakhstan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Kazakhstan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Kiribati<\/td>\n<td align=\"right\">2281.44<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Kiribati<\/td>\n<td align=\"left\">Kiribati<\/td>\n<td align=\"left\">Kiribati<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Kiribati<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Korea (N<\/td>\n<td align=\"right\">2399.11<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Korea North<\/td>\n<td align=\"left\">Korea North<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Korea North<\/td>\n<td align=\"left\">correct<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Kyrgysta<\/td>\n<td align=\"right\">2143.13<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Kyrgyzstan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Libya<\/td>\n<td align=\"right\">185.65<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Libya<\/td>\n<td align=\"left\">Libano<\/td>\n<td align=\"left\">Libya<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Libya<\/td>\n<td align=\"left\">prefers subset, deletion, insertion over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Maldives<\/td>\n<td align=\"right\">1836.17<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Maldives<\/td>\n<td align=\"left\">Maldives<\/td>\n<td align=\"left\">Maldives<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Maldives<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Micrones<\/td>\n<td align=\"right\">2437.7<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Micronesia, Federated States of<\/td>\n<td align=\"left\">Micronesia, Federated States of<\/td>\n<td align=\"left\">Micronesia, Federated States of<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Micronesia, Federated States of<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Mongolia<\/td>\n<td align=\"right\">2542.15<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Mongolia<\/td>\n<td align=\"left\">Mongolia<\/td>\n<td align=\"left\">Mongolia<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Mongolia<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Nicaragu<\/td>\n<td align=\"right\">1856.28<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Nicaragua<\/td>\n<td align=\"left\">Nicaragua<\/td>\n<td align=\"left\">Nicaragua<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Nicaragua<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Oman<\/td>\n<td align=\"right\">1594.25<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Oman<\/td>\n<td align=\"left\">Cayman Islands<\/td>\n<td align=\"left\">Oman<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Oman<\/td>\n<td align=\"left\">prefers subset + substitution over exact<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Panama<\/td>\n<td align=\"right\">1809.12<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Panama<\/td>\n<td align=\"left\">Panama<\/td>\n<td align=\"left\">Panama<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Panama<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">SKittsNe<\/td>\n<td align=\"right\">469.61<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Saint Kitts and Nevis<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Solomon<\/td>\n<td align=\"right\">3050.76<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Solomon Islands<\/td>\n<td align=\"left\">Solomon Islands<\/td>\n<td align=\"right\">FALSE<\/td>\n<td align=\"left\">Solomon Islands<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Tajikist<\/td>\n<td align=\"right\">2000.53<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Tajikistan<\/td>\n<td align=\"left\">Tajikistan<\/td>\n<td align=\"left\">Tajikistan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Tajikistan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">TimorLes<\/td>\n<td align=\"right\">2602.63<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Timor\u2013Leste<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Turkmeni<\/td>\n<td align=\"right\">2212.49<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Turkmenistan<\/td>\n<td align=\"left\">Turkmenistan<\/td>\n<td align=\"left\">Turkmenistan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Turkmenistan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">UArabEm<\/td>\n<td align=\"right\">1286.35<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\"><\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">United Arab Emirates<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Uzbekist<\/td>\n<td align=\"right\">2193.47<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Uzbekistan<\/td>\n<td align=\"left\">Uzbekistan<\/td>\n<td align=\"left\">Uzbekistan<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Uzbekistan<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<tr>\n<td align=\"left\" height=\"17\">Vanuatu<\/td>\n<td align=\"right\">2385.83<\/td>\n<td align=\"left\"><\/td>\n<td align=\"left\">Vanuatu<\/td>\n<td align=\"left\">Vanuatu<\/td>\n<td align=\"left\">Vanuatu<\/td>\n<td align=\"right\">TRUE<\/td>\n<td align=\"left\">Vanuatu<\/td>\n<td align=\"left\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p><strong>The R code:<\/strong><\/p>\n<pre>gn = read.csv(\"genetic_distance.csv\", encoding = \"UTF-8\", stringsAsFactors = F)\r\ngn$abbrev = as_abbrev(gn$Country)\r\n\r\ntrans = read.csv(\"countrycodes.csv\", sep=\";\", encoding = \"UTF-8\", stringsAsFactors = F)\r\ntrans$shorter = str_sub(trans$Names, 1, 8)\r\n\r\nintersect(trans$shorter, gn$Country)\r\n\r\nmatches = data.frame(source_names = gn$Country,\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 to_short = pmatch (gn$Country, trans$shorter)\r\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 )\r\n\r\nagrep(gn$Country[4], trans$shorter)\r\n\r\nbest_matches = matrix(nrow = nrow(gn))\r\nfor (idx in seq_along(gn$Country)) {\r\n\u00a0 match_idx = agrep(gn$Country[idx], trans$shorter, max.distance = .1, useBytes = T)\r\n\u00a0 #skip on no match\r\n\u00a0 if (length(match_idx) == 0) next\r\n\u00a0 #insert match\r\n\u00a0 best_matches[idx] = match_idx\r\n}\r\n\r\nmatches$agrep = best_matches\r\n\r\nmatches$to_short_result = trans[matches$to_short, \"Names\"]\r\nmatches$agrep_result = trans[matches$agrep, \"Names\"]\r\n\r\nfor (idx in 1:nrow(matches)) {\r\n\u00a0 if (!is.na(matches[idx, \"to_short_result\"])) {\r\n\u00a0\u00a0\u00a0 matches[idx, \"best_match\"] = matches[idx, \"to_short_result\"]\r\n\u00a0 }\r\n\u00a0 if (is.na(matches[idx, \"to_short_result\"])) {\r\n\u00a0\u00a0\u00a0 matches[idx, \"best_match\"] = matches[idx, \"agrep_result\"]\r\n\u00a0 }\r\n}\r\n\r\n#output\r\nwrite.table(matches, \"clipboard\", na = \"\", sep = \"\\t\")<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>In trying to merge some data, I was confronted with a problem of matching up strings where the author had mutilated them. He had done so in two ways: cutting them off at the 8th character or using personal abbreviations. The first one is relatively easy to deal with. The second one is not. So [&hellip;]<\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,1660],"tags":[2197,2195,2198,2196,1979,2194],"class_list":["post-5369","post","type-post","status-publish","format-standard","hentry","category-computer","category-linguisticslanguage","tag-approximate","tag-matching","tag-natural-language-processing","tag-partial","tag-r","tag-string","entry"],"_links":{"self":[{"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/posts\/5369","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/comments?post=5369"}],"version-history":[{"count":1,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/posts\/5369\/revisions"}],"predecessor-version":[{"id":5370,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/posts\/5369\/revisions\/5370"}],"wp:attachment":[{"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/media?parent=5369"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/categories?post=5369"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/emilkirkegaard.dk\/en\/wp-json\/wp\/v2\/tags?post=5369"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}