diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..c568586
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,11 @@
+# Variables
+nim = nim
+nim_flags =  c -d:useMalloc --mm:arc  -d:debug --maxLoopIterationsVM:20000000 --app:staticlib  --o:build/libzipfs-ld.a
+nim_file = nim/main
+
+# Default target
+all:./build/libzipfs-ld.a
+
+# Build target
+./build/libzipfs-ld.a:
+	nim $(nim_flags) $(nim_file)
diff --git a/build/libzipfs-ld.a b/build/libzipfs-ld.a
new file mode 100644
index 0000000..521fcc8
Binary files /dev/null and b/build/libzipfs-ld.a differ
diff --git a/build/zipfs-ld.h b/build/zipfs-ld.h
new file mode 100644
index 0000000..7055755
--- /dev/null
+++ b/build/zipfs-ld.h
@@ -0,0 +1,12 @@
+
+#include <bits/floatn-common.h>
+#include <stdbool.h>
+void zipfs_language_detector(
+    char** languages,
+    uint64_t languages_count,
+    char* input_string,
+    bool* successful,
+    uint64_t* length_output,
+    float** result_buffer_float,
+    char*** result
+);
diff --git a/ctest/a.out b/ctest/a.out
new file mode 100755
index 0000000..4ac2555
Binary files /dev/null and b/ctest/a.out differ
diff --git a/ctest/test.c b/ctest/test.c
new file mode 100644
index 0000000..68a4fdf
--- /dev/null
+++ b/ctest/test.c
@@ -0,0 +1,37 @@
+#include <stdint.h>
+#include <stdbool.h>
+#include <stdio.h>
+
+#include "./zipfs-ld.h"
+#include <stdlib.h>
+int main(){
+    char* languages[] = {"sv", "en", "de", "nl"};
+    char* test_string = " De vragen en manier waarop ze zijn opgesteld, zijn een nieuw niveau van slecht. . ";
+    uint64_t language_count = 3;
+    bool worked = false;
+    uint64_t length_output;
+    char** result;
+    float* float_result;
+    int i;
+    for (i = 0; i != 10; i++){
+        zipfs_language_detector(
+            languages,
+            language_count,
+            test_string,
+            &worked,
+            &length_output,
+            &float_result,
+            &result
+        );
+        int s = 0;
+        for (s = 0; s != length_output+1; s++){
+            printf("%s\n", result[s]);
+            printf("%f\n", float_result[s]);
+            free(result[s]);
+            printf("s: %i\n", s);
+        };
+        free(result);
+        free(float_result);
+    }
+
+}
diff --git a/data/.gitignore b/data/.gitignore
index 1626b0f..8b13789 100644
--- a/data/.gitignore
+++ b/data/.gitignore
@@ -1 +1 @@
-mostCommonWords.json
+
diff --git a/data/mostCommonWords.json b/data/mostCommonWords.json
new file mode 100644
index 0000000..8343d85
--- /dev/null
+++ b/data/mostCommonWords.json
@@ -0,0 +1 @@
+{"ta":["slim","slide","ectu","hority","gymnastics","fugue","ipl","bist","cyclopedia","ns","onferen","exact","spacecraft","ronment","eeri","ovae","ublicati","ristophe","rchive","dime","geohack","lectri","plough","electronic","chnolog","sda","rror","phical","cio","ountri","amaranthus","hemical","nox","ineeri","cientifi","chnolo","unan","ricinf","gott","ltip","chem","stanfo","mica","bx","nalini","cliffor","nology","achelo","definin","roperties"],"yi":["moria","leyenda","spritz","datal","nguill","الأسد","الملوك","nationalism","ostarrîchi","chivas","macnuen","esprit","esnude","tammúz","camino","monsie","siván","treisen","dengizi","brivla","yiddish","ewb","قابس","kitzbüheler","busters","wrap","sodome","héodor","jdn","huomenta","eauti","imu","łužica","poemos","owari","mathema","fry","aufmachen","riso","ghtsee","manor","urity","clupea","winds","woody","xnet","propert","rtho","ulah","lh"],"he":["tcm","apple","diss","preface","raw","oloc","waze","holoc","antarctica","kiss","ambr","collec","cambr","wall","vod","ervie","ness","ted","lászló","philology","glaad","macmilla","virgini","ory","productions","wii","depe","ap","ntarctic","tain","politi","nsa","ynet","antarct","dirty","barber","ufc","hautes","arad","shape","id","arta","bucureşti","nothing","fox","voice","stern","msk","sica","scar"],"ny":["pereka","chedw","otchedw","anasiyan","otsut","zinthu","komwe","mavuto","bwino","dziwik","aphunzir","siyanasi","otsatir","otchedwa","yambiri","osiyanasiyan","atsopano","mtsogoleri","mtsogo","mayiko","katemera","zambiri","apezeka","oyambir","phunz","pamwa","sogoleri","aphunz","gwirizan","osiyanasiyana","tsatira","alandir","phunzi","matendawa","kateme","katemer","chachikulu","unzir","alandira","aperek","tchedwa","tsopano","mtsogoler","yoyamba","pamene","adziwik","ogoler","hunzir","ogoleri","matendaw"],"ur":["برنس","مشن","امنز","سفارت","ماخذ","داوواغ","رشل","متعال","وقوع","دلدل","مقامات","جذبات","طوفان","وااور","حوقل","جرمن","بنتا","زونز","الماجد","مارلن","تناسب","لادن","جانتا","حقدار","امانو","رنز","اختتام","معاملات","اآغاز","نافذ","وجاتا","محروم","ثبوت","صفحات","دارومدار","مصنوعات","ولنا","اجرام","تسر","اقتدار","منفرد","جاتا","تشدد","مندرجات","علامت","آج","خشوع","مطابقت","اضلاع","طرز"],"cs":["hrál","dále","během","příkla","mistrovstv","mezináro","později","mistrovství","istrovs","uvisejí","související","ství","říkl","která","další","ození","přík","narozen","visej","pozdě","místo","isejí","vodní","které","působ","původ","ástí","souvise","uvisejíc","místě","působi","ální","apříklad","mistrovst","ební","ející","trovst","apříkla","stoupi","ouvise","externí","tvoř","ůso","například","její","který","visejíc","uvise","narození","strovst"],"da":["lykkedes","næv","sætning","kendt","henvisn","begynd","dspill","fhæ","blive","bliver","envisn","udgivet","århundrede","floden","envisnin","blevet","blandt","yndte","ætni","yndt","findes","vandt","henvi","ælde","envisninger","begyndte","løbet","række","henvisninger","brugt","fodbold","henvisninge","spillede","gøre","rksomhed","ferencer","egyndt","henvis","indenfor","begyndt","forskellige","højere","erefter","orskelli","udover","egynd","dæk","envisni","desuden","henvisnin"],"mt":["bħal","storja","biex","zzjonijiet","nħa","ħruf","ngħa","reże","għruf","pajjiż","mhux","magħru","inħa","magħ","oħra","żmien","ġju","iżda","ħadd","ħand","madwar","ħaj","għal","tagħhom","bħala","għan","oġi","ħal","tiegħu","ħan","għru","żewġ","ħru","għand","kienu","ħafna","ingħ","għm","inħ","magħruf","agħru","għad","ingħa","għandu","dizzjo","tagħha","ngħ","oloġi","ġin","wkoll"],"sm":["ausetalia","faatasi","afaaso","aitaim","alafaasolopit","setete","faasol","maoaiga","aoao","amaoai","iunaite","usetali","nofoa","lolagi","talafaasolopito","aoaoga","auseta","tuaoi","galue","auina","lalolag","lautele","faavae","aofai","faava","faasolopito","itulagi","lalolagi","amaoa","vaega","nofoaga","ausetali","alafaasolopito","tausaga","amaoaig","aoai","faav","tamaoa","tamaoaiga","aoaig","usetal","aloaia","maoai","asolopit","faiga","auaig","alolag","alafaasol","asolopito","faitau"],"az":["muşdu","isələr","olmuşdu","müharibəsi","ətləri","qüvv","mühari","müharibə","qədər","mühar","çox","tərəfindən","olmuşdur","hüseyn","disələ","əsgəri","yerlə","uşdu","əlaqələr","ərəfind","disəl","yerləş","fində","aktyoru","adisələr","mişdi","görə","erləş","muşdur","müha","rəfindən","ühari","erlə","əfindən","əhərin","üharibəsi","tərəfin","ərəfin","lmuşd","ərəfində","ngiltə","indən","əsini","rləş","gürcüstan","müharib","tərəfind","xüsusi","uşdur","ildən"],"hi":["ndian","learned","painted","ntfs","upanis","ide","nsio","nsl","root","sansk","emotional","rammes","slat","encyc","ordea","ajay","palgra","diagram","munic","aphi","nishads","pain","sanskr","ynthes","drawing","naoh","pmos","ychology","nskrit","key","electrical","robotic","psyc","onary","environmenta","guages","ieee","vernment","complet","swat","sony","truths","ks","turner","ancial","promote","pru","bhubaneswar","ictiona","cloth"],"te":["isni","sometim","makers","buildings","ranslatio","bead","unaspirated","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\ No newline at end of file
diff --git a/data/training/dbtools/getbestwords.sql b/data/training/dbtools/getbestwords.sql
index 4c98082..2509d4d 100644
--- a/data/training/dbtools/getbestwords.sql
+++ b/data/training/dbtools/getbestwords.sql
@@ -2,4 +2,8 @@
 CREATE temporary TABLE tmptable AS
   SELECT DISTINCT(language) from WordScore;
 
-select tmptable.language from tmptable;
+  select tmptable.language, (select w.word from
+                          WordScore as w where w.language = tmptable.language
+                          group by w.RootWord order by w.score desc limit 30
+
+  ) as word from tmptable;
diff --git a/data/training/schema.sql b/data/training/schema.sql
index c505db7..b87c0e9 100644
--- a/data/training/schema.sql
+++ b/data/training/schema.sql
@@ -129,16 +129,16 @@ Create Table WordCountTable(
 );
 
 Create Table WordScore(
-    word string not null,
+    Word string not null,
     RootWord string not null,
-    language string not null,
-    occurrence int not null,
-    occurrencePerSample float not null,
-    isolationPercentage float not null,
-    score float not null,
-    stage string not null,
-    samples int not null,
-    unique(word)
+    Language string not null,
+    Occurrence int not null,
+    OccurrencePerSample float not null,
+    IsolationPercentage float not null,
+    Score float not null,
+    Stage string not null,
+    Samples int not null,
+    unique(Word)
 );
 
 
diff --git a/nim/main b/nim/main
new file mode 100755
index 0000000..a8daeed
Binary files /dev/null and b/nim/main differ
diff --git a/nim/main.nim b/nim/main.nim
index 0e1b80b..329e09a 100644
--- a/nim/main.nim
+++ b/nim/main.nim
@@ -148,7 +148,7 @@ proc neighborDistance(a : Table[Rune, float], b : Table[Rune, float]) : float =
     resultBuffer[i] = (cubic(abs(a[char]-distance)))
   return resultBuffer.foldl(a+b)
 
-proc doThing*(comparisonLangs : seq[string], sample : string,
+proc zipfsLanguageDetector*(comparisonLangs : seq[string], sample : string,
               wordCounter : TableRef[string, CountTable[string]] = nil,
               words : Table[string, HashSet[string]] = mostCommonWords) : Table[string, float] {.gcsafe.} =
   let deNoised = comparisonLangs.map(x => statistics[x])
@@ -244,6 +244,80 @@ proc doThing*(comparisonLangs : seq[string], sample : string,
     break
   if not hasAnyKeys:
     result["unknown"] = -1
+
+proc createCStringArray(a : openArray[string]  | seq[string]) : (ptr UncheckedArray[cstring], uint16) =
+    let length = a.len()
+    var sum = 0
+    if length == 0:
+        let newArray = cast[ptr UncheckedArray[cstring]](create(cstring, 1))
+        return (newArray, 0)
+    for i in a:
+        sum+=i.len()
+    var newArray = cast[ptr UncheckedArray[cstring]](create(cstring, sum))
+
+    for i in 0 .. a.high:
+        newArray[i] = cstring a[i]
+    return (newArray, uint16 length-1)
+
+
 proc makeResult*(oldResult : Table[string, float]) : seq[(string, float)] =
   result = oldResult.pairs().toSeq()
   result.sort((x,y)=> cmp(x[1], y[1]))
+
+proc zipfs_language_detector*(languages : ptr UncheckedArray[cstring],
+                              languages_count : uint64,
+                              sample : cstring,
+                              successful : ptr bool,
+                              length_output : ptr uint64,
+                              result_buffer_float : ptr ptr UncheckedArray[float32],
+                              result : ptr ptr UncheckedArray[cstring]
+                              ) {.exportc.} =
+  echo "0.1"
+  let languages = languages.toOpenArray(0, int(languages_count)).toSeq().map(x=> $x)
+  let sample = $sample
+  echo "0.2"
+  let output = zipfsLanguageDetector(languages, sample)
+  echo "0.7"
+  let resultPairs = makeResult output
+  length_output[] = cuint(resultPairs.high)
+  echo "1"
+  successful[] = length_output[] == languages_count
+  echo "2"
+  result[] = cast[ptr UncheckedArray[cstring]](create(cstring, sizeof(cstring)*resultPairs.high))
+  var i = 0
+  echo "4"
+  for (language, _) in resultPairs:
+    var newCstring = cast[cstring](create(byte, language.high))
+    copyMem(newCstring, addr language[0], language.len)
+    result[][i] = newCstring
+    i+=1
+  echo "5"
+
+  let floatsize = sizeof(float32)*(int(length_output[])+2)
+  let floatResult = cast[ptr UncheckedArray[float32]](create(float32, floatsize))
+
+
+  for x in 0 .. resultPairs.high:
+    floatResult[x] = resultPairs[x][1]
+  echo "6"
+  result_buffer_float[] = floatResult
+  echo "7"
+#[let testLanguages  = createCStringArray(@["sv", "en"])
+var successful = false
+var lengthResult : cuint = 0
+var result : ptr UncheckedArray[cstring]
+var floatResult : ptr UncheckedArray[float32]
+
+zipfs_language_detector(
+  testLanguages[0],
+  cuint testLanguages[1],
+  cstring "the quick brown fox jumps over the lazy red dog",
+  addr successful,
+  addr lengthResult,
+  addr floatResult,
+  addr result)
+
+echo successful
+echo floatResult.toOpenArray(0, int(lengthResult)).toSeq()
+echo result.toOpenArray(0, int(lengthResult)).toSeq()
+#]#
diff --git a/nim/scoring b/nim/scoring
index 7bab42b..4c1dad7 100755
Binary files a/nim/scoring and b/nim/scoring differ
diff --git a/nim/scoring.nim b/nim/scoring.nim
index ced00d5..9197940 100644
--- a/nim/scoring.nim
+++ b/nim/scoring.nim
@@ -151,7 +151,7 @@ proc createWordScore*(words : Table[string, HashSet[string]], beFast = false) :
           continue
       fastCounter.inc(correctLanguage)
 
-    let result = makeResult doThing(languages, sample, wordCounter = wordCounts, words)
+    let result = makeResult zipfsLanguageDetector(languages, sample, wordCounter = wordCounts, words)
     let correct = result[0][0] == correctLanguage
     if correct:
       langToAccuracy[correctLanguage].correct+=1