diff --git a/Socialmetrica.package/NitterUser.class/instance/writeWordsFile.st b/Socialmetrica.package/NitterUser.class/instance/writeWordsFile.st
new file mode 100644
index 0000000..36a422c
--- /dev/null
+++ b/Socialmetrica.package/NitterUser.class/instance/writeWordsFile.st
@@ -0,0 +1,10 @@
+accessing
+writeWordsFile
+	| rawTweets output |
+	self tweets ifNil: [ ^ self ].
+	rawTweets := self tweets tweets.
+	output := '' writeStream.
+	rawTweets do: [ :current |  
+		output addAll: current words.
+	].
+	^ MarkupFile exportAsFileOn: FileLocator "usersStorage" containing: output. 
\ No newline at end of file
diff --git a/Socialmetrica.package/Tweet.class/instance/words.st b/Socialmetrica.package/Tweet.class/instance/words.st
index 698a2f8..cbc1e53 100644
--- a/Socialmetrica.package/Tweet.class/instance/words.st
+++ b/Socialmetrica.package/Tweet.class/instance/words.st
@@ -1,3 +1,5 @@
 utilities
 words
-	^ self text allRegexMatches: '\w*'
\ No newline at end of file
+	| rawWords |
+	rawWords := self textPreview  splitOn: Character space.
+	^ rawWords := rawWords collect: [ :word | word trimmed copyWithoutAll: #($. $, $" $“ $”) ]
\ No newline at end of file