diff --git a/README.md b/README.md
index 43d8753..3324783 100644
--- a/README.md
+++ b/README.md
@@ -7,9 +7,9 @@ Try it: http://these3words.herokuapp.com/
 
 Some interesting locations:
 
-* [Battery Park, NYC](http://these3words.herokuapp.com/nikaya-caput-mahon)
-* [Downtown San Francisco](http://these3words.herokuapp.com/stitt-budged-tower)
-* [Sydney, Australia](http://these3words.herokuapp.com/scone-scud-inbox)
+* [Battery Park, NYC](http://these3words.herokuapp.com/huai-sora-pelayo)
+* [Downtown San Francisco](http://these3words.herokuapp.com/smite-arends-nagler)
+* [Sydney, Australia](http://these3words.herokuapp.com/cuyler-propor-marias)
 
 This app was inspired by http://what3words.com/
 
@@ -24,7 +24,7 @@ example
 
     >>> three = these.three_words(CERN)
     >>> print three
-    'closet-chou-maurel' 
+    'turks-yunnan-salant'
     >>> these.decode(three)
     (46.232335567474365, 6.055419445037842)
 
@@ -103,7 +103,7 @@ brought to you by [@betatim][betatim] and [@kdungs][kdungs] productions
 
 [humanhash]: https://github.com/zacharyvoase/humanhash
 [geohash]: https://code.google.com/p/python-geohash/
-[cernmap]: http://these3words.herokuapp.com/closet-chou-maurel
+[cernmap]: http://these3words.herokuapp.com/turks-yunnan-salant
 [othercernmap]: http://these3words.herokuapp.com/spaghetti-carolina-kentucky-utah-seventeen-neptune
 [bottlepy]: http://bottlepy.org/
 [betatim]: https://twitter.com/betatim
diff --git a/app.py b/app.py
index d6b360a..c6ea366 100755
--- a/app.py
+++ b/app.py
@@ -11,6 +11,11 @@ from bottle import (
 import thesethreewords as these
 
 
+example_locs = [("sydney", (-33.867480754852295, 151.20700120925903)),
+                ("battery", (40.70329427719116, -74.0170168876648)),
+                ("san_fran", (37.790114879608154, -122.4202036857605))]
+example_locs = dict((name,these.three_words(pos)) for name,pos in example_locs)
+
 @get('/static/<filename:path>')
 def serve_static(filename):
     return static_file(filename, root='static')
@@ -18,7 +23,7 @@ def serve_static(filename):
 
 @get('/')
 def index():
-    return template('index', err=None)
+    return template('index', err=None, **example_locs)
 
 
 @get('/<threewords>')
@@ -28,7 +33,8 @@ def showMap(threewords):
         return template('map', lat=lat, lng=lng, threewords=threewords)
     except:
         return template('index',
-                        err="Could not find location {}".format(threewords))
+                        err="Could not find location {}".format(threewords),
+                        **example_locs)
 
 
 @get('/latlng/<lat:float>,<lng:float>')
@@ -38,7 +44,8 @@ def showMapFromLatLng(lat, lng):
         return template('map', lat=lat, lng=lng, threewords=threewords)
     except:
         return template('index',
-                        err="Could not find location {}".format(threewords))
+                        err="Could not find location {}".format(threewords),
+                        **example_locs)
 
 
 # API
diff --git a/views/index.html b/views/index.html
index 90a9c3d..b8b8c1f 100644
--- a/views/index.html
+++ b/views/index.html
@@ -28,12 +28,12 @@
       <p>
 	<ul class="lead">
 	  <li>Type in a location to find out the three words by which to remember it (try <i>1600 Pennsylvania avenue ...</i>)</li>
-	  <li>To find the location referenced by a set of three words given to you, type them in separated by a dash (try <i>scone-scud-inbox</i>)</li>
+	  <li>To find the location referenced by a set of three words given to you, type them in separated by a dash (try <i>{{ sydney }}</i>)</li>
 	  <li>Go straight to exploring the map by clicking the <i>Find on Map</i> button, it will take you to Sydney</li>
 	</ul>
       </p>
       <p id="input3wordsContainer">
-        <input type="text" class="form-control" id="input3words" placeholder="1600 Pennsylvania .. OR scone-scud-inbox">
+        <input type="text" class="form-control" id="input3words" placeholder="1600 Pennsylvania .. OR {{ sydney }}">
       </p>
       <p>
         <button id="button3words" class="btn btn-lg btn-primary">Find on Map</button>
@@ -41,9 +41,9 @@
       <p class="lead">
 	Some interesting locations to try out:
 	<ul class="lead">
-	  <li><a href="nikaya-caput-mahon">Battery Park, NYC</a></li>
-	  <li><a href="stitt-budged-tower">Downtown San Francisco</a></li>
-	  <li><a href="scone-scud-inbox">Sydney, Australia</a></li>
+	  <li><a href="{{ battery }}">Battery Park, NYC</a></li>
+	  <li><a href="{{ san_fran }}">Downtown San Francisco</a></li>
+	  <li><a href="{{ sydney }}">Sydney, Australia</a></li>
 	</ul>
       </p>
     </main>
@@ -54,7 +54,7 @@
 <script>
 (function () {
     var initialise = function () {
-      var default3words = 'scone-scud-inbox';
+      var default3words = '{{ sydney }}';
       var searchbox = new google.maps.places.SearchBox(
            (document.getElementById('input3words')));
 
diff --git a/words/google-ngram-list b/words/google-ngram-list
index 6ec018f..744d879 100644
--- a/words/google-ngram-list
+++ b/words/google-ngram-list
@@ -1,3 +1,27 @@
+refus
+sowler
+steyr
+tamari
+tawil
+zapf
+zelaya
+baska
+batey
+besar
+bolten
+cusses
+dtsch
+elac
+iesop
+immo
+isonzo
+jehuda
+kabaka
+kokko
+kuch
+larsan
+limbu
+naiads
 ombre
 penta
 planks
@@ -188,7 +212,6 @@ unrwa
 wender
 aisled
 bordes
-buttle
 crave
 craw
 dantas
@@ -452,7 +475,6 @@ sidley
 solidi
 tiptop
 wint
-xxxxxx
 alloa
 andj
 bribe
@@ -1011,7 +1033,6 @@ jiaoyu
 khare
 newdow
 notman
-nudity
 piazzi
 raheem
 rukh
@@ -2524,7 +2545,6 @@ vilar
 wigged
 zdenek
 adopts
-barf
 bassin
 carpe
 chefoo
@@ -3128,7 +3148,6 @@ kimchi
 kobal
 marke
 neils
-rapee
 remade
 seow
 sombre
@@ -3655,7 +3674,6 @@ liia
 maciej
 ninths
 pernod
-pron
 strato
 tacos
 tarter
@@ -10994,7 +11012,6 @@ bere
 byram
 caryn
 flier
-nudist
 resi
 shai
 tura
@@ -11587,7 +11604,6 @@ coos
 crated
 fortes
 loisy
-nipple
 pontic
 renie
 ativan
@@ -14679,7 +14695,6 @@ lukan
 nder
 okun
 omri
-xxxxx
 yuppie
 jemez
 severo
@@ -15672,7 +15687,6 @@ cocker
 gleich
 glueck
 maumee
-xxxx
 dunked
 ilona
 mino
@@ -22819,7 +22833,6 @@ otro
 reboot
 shrew
 mesmer
-xxxix
 mezzo
 vanya
 rizzo
@@ -23424,7 +23437,6 @@ ostrom
 negev
 sahel
 cued
-xxxvii
 quale
 mohun
 cowles
@@ -23440,7 +23452,6 @@ mersey
 hecate
 drusus
 narnia
-xxxvi
 flavia
 mercia
 maitre
@@ -23512,7 +23523,6 @@ sonja
 prynne
 gilson
 oudh
-xxxv
 uzbek
 qaida
 smit
@@ -23818,7 +23828,6 @@ cavour
 hellas
 samoan
 dhabi
-xxxiv
 rahner
 dabbed
 pawns
@@ -24722,10 +24731,8 @@ amen
 chats
 felons
 heroic
-xxxiii
 dickey
 madmen
-rapist
 alger
 sinha
 kama
@@ -24797,7 +24804,6 @@ jaunty
 kemal
 dykes
 willi
-xxxii
 bree
 bering
 fates
@@ -25595,7 +25601,6 @@ spiced
 orphan
 wholes
 tinker
-xxxi
 alarm
 croats
 lili
@@ -29919,7 +29924,6 @@ cette
 benton
 flat
 writer
-nude
 brenda
 stew
 connor
@@ -29971,7 +29975,6 @@ canaan
 pius
 docks
 severe
-raped
 pang
 ruskin
 guess
@@ -31273,7 +31276,6 @@ justly
 junior
 flock
 norm
-negro
 tanks
 waving
 wiped
@@ -31423,7 +31425,6 @@ keith
 purse
 cope
 beans
-rape
 calmly
 admire
 linda
@@ -31432,7 +31433,6 @@ sally
 along
 watson
 jason
-nazi
 holmes
 dashed
 gown
diff --git a/words/normalise-words.py b/words/normalise-words.py
index ab293a3..4f1fc4c 100644
--- a/words/normalise-words.py
+++ b/words/normalise-words.py
@@ -13,7 +13,9 @@ damn hell homo jerk jizz knobend knob end labia lmao lmfao muff nigger
 nigga omg penis piss poop prick pube pussy queer scrotum sex shit sh1t
 slut smegma spunk suicide tit tosser turd twat vagina wank whore wtf
 xxx sexual sexily sexist sexing sexta sextet sexier sexton sextus
-wessex sexism sussex sexes sexual""".split()
+wessex sexism sussex sexes sexual rapist rape raped rapee rapes nude
+nudist muff negro nazi nipple nudity lolita milf piss pissing porn
+pron pube pubes barf""".split()
 
 # Words that sound similar to others
 HOMOPHONES = """there their than then hear here capital capitol won to too lose
@@ -104,17 +106,20 @@ wile whine, wine whirl, whorl whirled, world whit, wit white, wight
 who's, whose woe, whoa wood, would yaw, yore, your, you're yoke, yolk
 you'll, yule""".replace(",", " ").lower().split()
 
-HANDPICKED = """buttel buttle wholes""".lower().split()
+HANDPICKED = """xxxiii buttel buttle wholes""".lower().split()
 
 wnl = stem.WordNetLemmatizer()
 
-REMOVE = HOMOPHONES + MORE_HOMOPHONES + RUDEWORDS
+REMOVE = HOMOPHONES + MORE_HOMOPHONES + RUDEWORDS + HANDPICKED
 REMOVE = set(wnl.lemmatize(R) for R in REMOVE)
 
 for line in fileinput.input():
     count, word = line.split()
     word = word.lower()
-        
+
+    if "xxx" in word:
+        continue
+    
     if word in REMOVE:
         continue