diff --git a/Prototyp/.ipynb_checkpoints/Prototype-checkpoint.ipynb b/Prototyp/.ipynb_checkpoints/Prototype-checkpoint.ipynb
index 70925802..e6d0b42d 100644
--- a/Prototyp/.ipynb_checkpoints/Prototype-checkpoint.ipynb
+++ b/Prototyp/.ipynb_checkpoints/Prototype-checkpoint.ipynb
@@ -241,7 +241,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "loading SentSeg Databases\n",
+      "loading SolveShorts Databases\n",
       "Creating the bag of words...\n",
       "\n",
       "dumping the data to hkl format..\n",
@@ -257,7 +257,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "6793c5121aaf498e8960726a40709e19",
+       "model_id": "82646fa586ba44aabc1608ec7a268b2c",
        "version_major": 2,
        "version_minor": 0
       },
@@ -315,6 +315,10 @@
     "import dill\n",
     "dill.load_session('voilastate.db')\n",
     "\n",
+    "#from SolveShorts import *\n",
+    "#print('loading SolveShorts Databases')\n",
+    "#solSh.load_DB_into_FASTsearch()\n",
+    "\n",
     "#import SentSeg\n",
     "#sent_seg = SentSeg.SentSeg('de')\n",
     "#print('loading SentSeg Databases')\n",
@@ -440,7 +444,7 @@
    "outputs": [],
    "source": [
     "import ipywidgets\n",
-    "out = 'Hier kommt der übersetzte Text raus.'\n",
+    "out = 'Hier kommt der übersetzte Text heraus.'\n",
     "\n",
     "TextFeld.add_class(\"thotext\")\n",
     "TextFelddouble.add_class(\"thotext\")\n",
@@ -470,7 +474,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c833de5ff5d340bbb1988584eee0c368",
+       "model_id": "9e547f27f67f484c9b455ead6f63afb2",
        "version_major": 2,
        "version_minor": 0
       },
@@ -607,7 +611,7 @@
     "        check = 1\n",
     "    \n",
     "    #print('sentences after cs', outsentences)\n",
-    "    #print(len(punctuations))\n",
+    "    print(len(punctuations))\n",
     "    \n",
     "    if FremdWB.value == True:\n",
     "        if check == 1:\n",
@@ -617,6 +621,7 @@
     "        outsentences, punctuations = fwb.fremdEintragAppend(insentences, punctuations)\n",
     "        #print('outsentences')\n",
     "        check = 1\n",
+    "    \n",
     "    if Medio.value == True:\n",
     "        if check == 1:\n",
     "            insentences = outsentences\n",
@@ -630,7 +635,7 @@
     "    \n",
     "    #print('sentences after fwb', outsentences)\n",
     "    \n",
-    "    #print(len(punctuations))\n",
+    "    print(len(punctuations))\n",
     "    \n",
     "    if check == 1:\n",
     "        out = ''\n",
@@ -669,12 +674,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "aa136a24ef044b4fb5d10f6c9278d35f",
+       "model_id": "0d27a028dcb449e2a2a6a7dfd25acd49",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "interactive(children=(Button(description='Übersetzen', style=ButtonStyle()), Output()), _dom_classes=('widget-…"
+       "interactive(children=(Button(description='Übersetzen in Leichte Sprache', style=ButtonStyle()), Output()), _do…"
       ]
      },
      "metadata": {},
@@ -690,7 +695,7 @@
     "\n",
     "#print(widgets.interact_manual.opts)\n",
     "\n",
-    "widgets.interact_manual.opts['manual_name']= 'Übersetzen'\n",
+    "widgets.interact_manual.opts['manual_name']= 'Übersetzen in Leichte Sprache'\n",
     "ola =  widgets.interact_manual(function)\n",
     "ola.widget.children[0].style.button_color = 'lightgreen'\n",
     "ola.widget.children[0].layout.height = '50px'\n",
@@ -709,12 +714,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1474be19da7a4b1bbd7fee229dd5a8ee",
+       "model_id": "564058b35ab743fabff90d4c49c5aac3",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "Textarea(value='', layout=Layout(height='180px', width='99%'), placeholder='Hier kommt der übersetzte Text rau…"
+       "Textarea(value='', layout=Layout(height='180px', width='99%'), placeholder='Hier kommt der übersetzte Text her…"
       ]
      },
      "metadata": {},
@@ -831,7 +836,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c2f3338821ae4ee59d205af8cb1083a8",
+       "model_id": "2e67ffb1c4ec4ddeb2c18935f4d0fdc4",
        "version_major": 2,
        "version_minor": 0
       },
@@ -857,7 +862,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1182e1d2f6c44b9ab0d50c9d388a2765",
+       "model_id": "f8e8a92efa8e41bbb3efe44c35c37ec1",
        "version_major": 2,
        "version_minor": 0
       },
diff --git a/Prototyp/DataBaseOneZeroshkldbFremd_WB1.hkl b/Prototyp/DataBaseOneZeroshkldbFremd_WB1.hkl
index b8950323..1e744cbc 100644
Binary files a/Prototyp/DataBaseOneZeroshkldbFremd_WB1.hkl and b/Prototyp/DataBaseOneZeroshkldbFremd_WB1.hkl differ
diff --git a/Prototyp/DataBaseOneZeroshkldbFremd_WB2.hkl b/Prototyp/DataBaseOneZeroshkldbFremd_WB2.hkl
index a1442e0f..c1c59733 100644
Binary files a/Prototyp/DataBaseOneZeroshkldbFremd_WB2.hkl and b/Prototyp/DataBaseOneZeroshkldbFremd_WB2.hkl differ
diff --git a/Prototyp/FremdWB.py b/Prototyp/FremdWB.py
index 041c800e..be44f6f4 100644
--- a/Prototyp/FremdWB.py
+++ b/Prototyp/FremdWB.py
@@ -176,8 +176,9 @@ class FremdWB(object):
 
                 #print('the endsentence',sentence)
             except:
-                print('konnte nicht' + str(sentence) + 'in FremdWB prozessieren..')
-                if sentence != outsentences[-1]:
+                #print('konnte nicht' + str(sentence) + 'in FremdWB prozessieren..')
+                #print('outsentence und co ', outsentences[-1], eintrag, sentence) 
+                if sentence != outsentences[-1] and alleeintraege[-1] != outsentences[-1]:
                     outsentences.append(sentence)
                 punctuations = oldpunctuations
         return outsentences, punctuations
diff --git a/Prototyp/Prototype.ipynb b/Prototyp/Prototype.ipynb
index 70925802..e6d0b42d 100644
--- a/Prototyp/Prototype.ipynb
+++ b/Prototyp/Prototype.ipynb
@@ -241,7 +241,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "loading SentSeg Databases\n",
+      "loading SolveShorts Databases\n",
       "Creating the bag of words...\n",
       "\n",
       "dumping the data to hkl format..\n",
@@ -257,7 +257,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "6793c5121aaf498e8960726a40709e19",
+       "model_id": "82646fa586ba44aabc1608ec7a268b2c",
        "version_major": 2,
        "version_minor": 0
       },
@@ -315,6 +315,10 @@
     "import dill\n",
     "dill.load_session('voilastate.db')\n",
     "\n",
+    "#from SolveShorts import *\n",
+    "#print('loading SolveShorts Databases')\n",
+    "#solSh.load_DB_into_FASTsearch()\n",
+    "\n",
     "#import SentSeg\n",
     "#sent_seg = SentSeg.SentSeg('de')\n",
     "#print('loading SentSeg Databases')\n",
@@ -440,7 +444,7 @@
    "outputs": [],
    "source": [
     "import ipywidgets\n",
-    "out = 'Hier kommt der übersetzte Text raus.'\n",
+    "out = 'Hier kommt der übersetzte Text heraus.'\n",
     "\n",
     "TextFeld.add_class(\"thotext\")\n",
     "TextFelddouble.add_class(\"thotext\")\n",
@@ -470,7 +474,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c833de5ff5d340bbb1988584eee0c368",
+       "model_id": "9e547f27f67f484c9b455ead6f63afb2",
        "version_major": 2,
        "version_minor": 0
       },
@@ -607,7 +611,7 @@
     "        check = 1\n",
     "    \n",
     "    #print('sentences after cs', outsentences)\n",
-    "    #print(len(punctuations))\n",
+    "    print(len(punctuations))\n",
     "    \n",
     "    if FremdWB.value == True:\n",
     "        if check == 1:\n",
@@ -617,6 +621,7 @@
     "        outsentences, punctuations = fwb.fremdEintragAppend(insentences, punctuations)\n",
     "        #print('outsentences')\n",
     "        check = 1\n",
+    "    \n",
     "    if Medio.value == True:\n",
     "        if check == 1:\n",
     "            insentences = outsentences\n",
@@ -630,7 +635,7 @@
     "    \n",
     "    #print('sentences after fwb', outsentences)\n",
     "    \n",
-    "    #print(len(punctuations))\n",
+    "    print(len(punctuations))\n",
     "    \n",
     "    if check == 1:\n",
     "        out = ''\n",
@@ -669,12 +674,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "aa136a24ef044b4fb5d10f6c9278d35f",
+       "model_id": "0d27a028dcb449e2a2a6a7dfd25acd49",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "interactive(children=(Button(description='Übersetzen', style=ButtonStyle()), Output()), _dom_classes=('widget-…"
+       "interactive(children=(Button(description='Übersetzen in Leichte Sprache', style=ButtonStyle()), Output()), _do…"
       ]
      },
      "metadata": {},
@@ -690,7 +695,7 @@
     "\n",
     "#print(widgets.interact_manual.opts)\n",
     "\n",
-    "widgets.interact_manual.opts['manual_name']= 'Übersetzen'\n",
+    "widgets.interact_manual.opts['manual_name']= 'Übersetzen in Leichte Sprache'\n",
     "ola =  widgets.interact_manual(function)\n",
     "ola.widget.children[0].style.button_color = 'lightgreen'\n",
     "ola.widget.children[0].layout.height = '50px'\n",
@@ -709,12 +714,12 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1474be19da7a4b1bbd7fee229dd5a8ee",
+       "model_id": "564058b35ab743fabff90d4c49c5aac3",
        "version_major": 2,
        "version_minor": 0
       },
       "text/plain": [
-       "Textarea(value='', layout=Layout(height='180px', width='99%'), placeholder='Hier kommt der übersetzte Text rau…"
+       "Textarea(value='', layout=Layout(height='180px', width='99%'), placeholder='Hier kommt der übersetzte Text her…"
       ]
      },
      "metadata": {},
@@ -831,7 +836,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c2f3338821ae4ee59d205af8cb1083a8",
+       "model_id": "2e67ffb1c4ec4ddeb2c18935f4d0fdc4",
        "version_major": 2,
        "version_minor": 0
       },
@@ -857,7 +862,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1182e1d2f6c44b9ab0d50c9d388a2765",
+       "model_id": "f8e8a92efa8e41bbb3efe44c35c37ec1",
        "version_major": 2,
        "version_minor": 0
       },
diff --git a/Prototyp/SolveShorts.py b/Prototyp/SolveShorts.py
index 7e412a09..16e7c898 100644
--- a/Prototyp/SolveShorts.py
+++ b/Prototyp/SolveShorts.py
@@ -91,14 +91,19 @@ class SolveShorts(object):
             doc = self.nlp(' '.join(sentence))
             #print('da sentence', sentence)
             newshorts = []
-            for word in sentence:
-                
+            wordcount = 0
+            for oriword in sentence:
+                wordcount += 1
+                if wordcount == len(sentence):
+                     word = oriword + '.'
+                else:
+                    word = oriword
                 newshort = []
                 prenewshort = []
                 punctcount = list(word).count('.')
                 #print(word, list(word), punctcount)
                 if punctcount > 1:
-                    replaceindex = sentence.index(word)
+                    replaceindex = sentence.index(oriword)
                     dacount = 0
                     for letter in list(word):
                         #print('letter in word split', letter)
@@ -153,11 +158,18 @@ class SolveShorts(object):
                                     interestingindex = m
                                     break
                         if len(sentence) - n <= 5 and n != len(sentence) - 1:
-                            for m in range((len(sentence) - n) - 1):
-                                #print(n, m, n+m+1, len(sentence))
-                                if sentence[n + m][-1] == '.' and sentence[n + m + 1][-1] != '.':
-                                    interestingindex = m
-                                    break
+                            for m in range((len(sentence) - n)):
+                                #print('oleolaolu',n, m, n+m+1, len(sentence))
+                                
+                                if m == (len(sentence) - n) - 1:
+                                    if sentence[n + m][-1] == '.':
+                                        interestingindex = m
+                                        break
+                                else:
+                                    
+                                    if sentence[n + m][-1] == '.' and sentence[n + m + 1][-1] != '.' :
+                                        interestingindex = m
+                                        break
 
                     #print(interestingindex, 'interestingindex')
                     if interestingindex == 0:
diff --git a/Prototyp/Verbesserungen/Input143.txt b/Prototyp/Verbesserungen/Input143.txt
new file mode 100644
index 00000000..0f65af11
--- /dev/null
+++ b/Prototyp/Verbesserungen/Input143.txt
@@ -0,0 +1,2 @@
+mit dem Rechtsmittel soll die mittlerweile seit 439 Tagen (Stand Dienstag) andauernde Prüfung nach mehrfach enttäuschten Versprechen gegenüber der Bürger-Ini auf juristischem Weg erzwungen werden .
+die Volks-Initiative klagt seit Mai gegen die lange Prüfdauer ihres Anliegens, große Wohnungskonzerne gegen Entschädigungen zu vergesellschaften und spricht von Verschleppung .
diff --git a/Prototyp/Verbesserungen/Output143.txt b/Prototyp/Verbesserungen/Output143.txt
new file mode 100644
index 00000000..d7ee4c7e
--- /dev/null
+++ b/Prototyp/Verbesserungen/Output143.txt
@@ -0,0 +1,3 @@
+mit dem Rechtsmittel soll die mittlerweile seit 439 Tagen (Stand Dienstag) andauernde Pruefung nach mehrfach enttaeuschten Versprechen gegenueber der Buerger-Ini auf juristischem Weg erzwungen werden .
+die Volks-Initiative klagt seit Mai gegen die lange Pruefdauer ihres Anliegens .
+Grosse Wohnungskonzerne gegen Entschaedigungen zu vergesellschaften und spricht von Verschleppung .
diff --git a/Prototyp/Verbesserungen/Verbesserungen143.txt b/Prototyp/Verbesserungen/Verbesserungen143.txt
new file mode 100644
index 00000000..4011899d
--- /dev/null
+++ b/Prototyp/Verbesserungen/Verbesserungen143.txt
@@ -0,0 +1,5 @@
+mit dem Rechtsmittel soll die Pruefung nach mehrfach enttaeuschten Versprechen gegenueber der Buerger-Ini auf juristischen Weg erzwungen werden .
+die Pruefung dauert mittlerweile seit 439 Tagen an .
+die Volks-Initiative klagt seit Mai gegen die lange Pruefdauer ihres Anliegens .
+ihr Anliegen ist Grosse Wohnungskonzerne gegen Entschaedigungen zu vergesellschaften .
+und die Volks-Initiative spricht von Verschleppung .
diff --git a/Prototyp/Verbesserungen/indexDerVerbesserungen.txt b/Prototyp/Verbesserungen/indexDerVerbesserungen.txt
index 83248fb9..aa59885c 100644
--- a/Prototyp/Verbesserungen/indexDerVerbesserungen.txt
+++ b/Prototyp/Verbesserungen/indexDerVerbesserungen.txt
@@ -1 +1 @@
-142
\ No newline at end of file
+143
\ No newline at end of file
diff --git a/Prototyp/__pycache__/FremdWB.cpython-35.pyc b/Prototyp/__pycache__/FremdWB.cpython-35.pyc
index a4630b77..ccbcdc56 100644
Binary files a/Prototyp/__pycache__/FremdWB.cpython-35.pyc and b/Prototyp/__pycache__/FremdWB.cpython-35.pyc differ
diff --git a/Prototyp/__pycache__/SolveShorts.cpython-35.pyc b/Prototyp/__pycache__/SolveShorts.cpython-35.pyc
index 747d0252..b734f0f0 100644
Binary files a/Prototyp/__pycache__/SolveShorts.cpython-35.pyc and b/Prototyp/__pycache__/SolveShorts.cpython-35.pyc differ
diff --git a/Prototyp/bagofwordshkldbFremd_WB1.pkl b/Prototyp/bagofwordshkldbFremd_WB1.pkl
index 046aaad7..8b0ee7f1 100644
Binary files a/Prototyp/bagofwordshkldbFremd_WB1.pkl and b/Prototyp/bagofwordshkldbFremd_WB1.pkl differ
diff --git a/Prototyp/bagofwordshkldbFremd_WB2.pkl b/Prototyp/bagofwordshkldbFremd_WB2.pkl
index 91425417..f5f7354f 100644
Binary files a/Prototyp/bagofwordshkldbFremd_WB2.pkl and b/Prototyp/bagofwordshkldbFremd_WB2.pkl differ
diff --git a/Prototyp/voilastate.db b/Prototyp/voilastate.db
index 5a539940..4ecac697 100644
Binary files a/Prototyp/voilastate.db and b/Prototyp/voilastate.db differ