diff --git a/README.md b/README.md
index 11afe02c..c740236e 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 [![OpenCollective](https://opencollective.com/libpostal/sponsors/badge.svg)](#sponsors)
 [![OpenCollective](https://opencollective.com/libpostal/backers/badge.svg)](#backers) 
 
-<span>&#x1f1e7;&#x1f1f7; <!-- Brasil --></span> <span>&#x1f1eb;&#x1f1ee; <!-- Finland --></span> :jp: <span>&#x1f1f3;&#x1f1ec; <!-- Nigeria --></span> <span>&#x1f1fd;&#x1f1f0; <!-- Kosovo --></span> <span>&#x1f1e7;&#x1f1e9; <!-- Bangladesh --></span> <span>&#x1f1f5;&#x1f1f1; <!-- Poland --></span> <span>&#x1f1fb;&#x1f1f3; <!-- Vietnam --></span> <span>&#x1f1e7;&#x1f1ea; <!-- Belgium --></span> <span>&#x1f1f2;&#x1f1e6; <!-- Morocco --></span> <span>&#x1f1fa;&#x1f1e6; <!-- Ukraine --></span> <span>&#x1f1ef;&#x1f1f2; <!-- Jamaica --></span> :ru: <span>&#x1f1ee;&#x1f1f3; <!-- India --></span> <span>&#x1f1f1;&#x1f1fb; <!-- Latvia --></span> <span>&#x1f1e7;&#x1f1f4; <!-- Bolivia --></span> :de: <span>&#x1f1f8;&#x1f1f3; <!-- Senegal --></span>  <span>&#x1f1e6;&#x1f1f2; <!-- Armenia --></span> :kr: <span>&#x1f1f3;&#x1f1f4; <!-- Norway --></span>  <span>&#x1f1f2;&#x1f1fd; <!-- Mexico --></span> <span>&#x1f1e8;&#x1f1ff; <!-- Czech Republic --></span> <span>&#x1f1f9;&#x1f1f7; <!-- Turkey --></span> :es: <span>&#x1f1f8;&#x1f1f8; <!-- South Sudan --></span> <span>&#x1f1ea;&#x1f1ea; <!-- Estonia --></span> <span>&#x1f1e7;&#x1f1ed; <!-- Bahrain --></span> <span>&#x1f1f3;&#x1f1f1; <!-- Netherlands --></span> :cn:  <span>&#x1f1f5;&#x1f1f9; <!-- Portugal --></span> <span>&#x1f1f5;&#x1f1f7; <!-- Puerto Rico --></span> :gb: <span>&#x1f1f5;&#x1f1f8; <!-- Palestine --></span> <span>&#x1f1f7;&#x1f1f4; <!-- Romania --></span><span>&#x1f1ec;&#x1f1ed; <!-- Ghana --></span><span>&#x1f1e8;&#x1f1ed; <!-- Switzerland --></span> <span>&#x1f1f2;&#x1f1fe; <!-- Malaysia --></span> <span>&#x1f1ed;&#x1f1f7; <!-- Croatia --></span> <span>&#x1f1ed;&#x1f1f9; <!-- Haiti --></span> :us: <span>&#x1f1ff;&#x1f1e6; <!-- South Africa --></span><span>&#x1f1f7;&#x1f1f8; <!-- Serbia --></span><span>&#x1f1e8;&#x1f1f1; <!-- Chile --></span> :it: <span>&#x1f1f0;&#x1f1ea; <!-- Kenya -->:fr:<span>&#x1f1e8;&#x1f1fa; <!-- Cuba --></span> <span>&#x1f1f8;&#x1f1f0; <!-- Lithuania --></span> <span>&#x1f1e6;&#x1f1f4; <!-- Angola --></span> <span>&#x1f1e9;&#x1f1f0; <!-- Denmark --></span> <span>&#x1f1f8;&#x1f1f3; <!-- Senegal --></span> <span>&#x1f1e6;&#x1f1f1; <!-- Albania --></span> <span>&#x1f1e8;&#x1f1f4; <!-- Colombia --></span> <span>&#x1f1ee;&#x1f1f1; <!-- Israel --></span> <span>&#x1f1ec;&#x1f1f9; <!-- Guatemala --></span> <span>&#x1f1e6;&#x1f1fa; <!-- Australia --></span><span>&#x1f1f5;&#x1f1ed; <!-- Philippines --></span> <span>&#x1f1e6;&#x1f1f9; <!-- Austria --></span> <span>&#x1f1f1;&#x1f1e8; <!-- St Lucia --></span>  <span>&#x1f1ee;&#x1f1f8; <!-- Iceland --><span>&#x1f1ee;&#x1f1e9; <!-- Indonesia --></span></span><span>&#x1f1e6;&#x1f1ea; <!-- UAE --></span> </span><span>&#x1f1f8;&#x1f1f0; <!-- Slovakia --></span><span>&#x1f1f9;&#x1f1f3; <!-- Tunisia --></span> 
+<span>&#x1f1e7;&#x1f1f7;</span> <span>&#x1f1eb;&#x1f1ee;</span> :jp: <span>&#x1f1f3;&#x1f1ec;</span> <span>&#x1f1fd;&#x1f1f0; </span> <span>&#x1f1e7;&#x1f1e9; </span> <span>&#x1f1f5;&#x1f1f1; </span> <span>&#x1f1fb;&#x1f1f3; </span> <span>&#x1f1e7;&#x1f1ea; </span> <span>&#x1f1f2;&#x1f1e6; </span> <span>&#x1f1fa;&#x1f1e6; </span> <span>&#x1f1ef;&#x1f1f2; </span> :ru: <span>&#x1f1ee;&#x1f1f3; </span> <span>&#x1f1f1;&#x1f1fb; </span> <span>&#x1f1e7;&#x1f1f4; </span> :de: <span>&#x1f1f8;&#x1f1f3; </span>  <span>&#x1f1e6;&#x1f1f2; </span> :kr: <span>&#x1f1f3;&#x1f1f4; </span>  <span>&#x1f1f2;&#x1f1fd; </span> <span>&#x1f1e8;&#x1f1ff; </span> <span>&#x1f1f9;&#x1f1f7; </span> :es: <span>&#x1f1f8;&#x1f1f8; </span> <span>&#x1f1ea;&#x1f1ea; </span> <span>&#x1f1e7;&#x1f1ed; </span> <span>&#x1f1f3;&#x1f1f1; </span> :cn:  <span>&#x1f1f5;&#x1f1f9; </span> <span>&#x1f1f5;&#x1f1f7; </span> :gb: <span>&#x1f1f5;&#x1f1f8; </span> <span>&#x1f1f7;&#x1f1f4; </span><span>&#x1f1ec;&#x1f1ed; </span><span>&#x1f1e8;&#x1f1ed; </span> <span>&#x1f1f2;&#x1f1fe; </span> <span>&#x1f1ed;&#x1f1f7; </span> <span>&#x1f1ed;&#x1f1f9; </span> :us: <span>&#x1f1ff;&#x1f1e6; </span><span>&#x1f1f7;&#x1f1f8; </span><span>&#x1f1e8;&#x1f1f1; </span> :it: <span>&#x1f1f0;&#x1f1ea; :fr:<span>&#x1f1e8;&#x1f1fa; </span> <span>&#x1f1f8;&#x1f1f0; </span> <span>&#x1f1e6;&#x1f1f4; </span> <span>&#x1f1e9;&#x1f1f0; </span> <span>&#x1f1f8;&#x1f1f3; </span> <span>&#x1f1e6;&#x1f1f1; </span> <span>&#x1f1e8;&#x1f1f4; </span> <span>&#x1f1ee;&#x1f1f1; </span> <span>&#x1f1ec;&#x1f1f9; </span> <span>&#x1f1e6;&#x1f1fa; </span><span>&#x1f1f5;&#x1f1ed; </span> <span>&#x1f1e6;&#x1f1f9; </span> <span>&#x1f1f1;&#x1f1e8; </span>  <span>&#x1f1ee;&#x1f1f8; <span>&#x1f1ee;&#x1f1e9; </span></span><span>&#x1f1e6;&#x1f1ea; </span> </span><span>&#x1f1f8;&#x1f1f0; </span><span>&#x1f1f9;&#x1f1f3; </span> 
 
 libpostal is a C library for parsing/normalizing street addresses around the world using statistical NLP and open data. This [introductory blog post](https://medium.com/@albarrentine/statistical-nlp-on-openstreetmap-b9d573e6cc86) is a good overview of the research and thought process that went in.