diff --git a/scripts/cleanWordCSV.py b/scripts/cleanWordCSV.py
new file mode 100644
index 0000000..08120eb
--- /dev/null
+++ b/scripts/cleanWordCSV.py
@@ -0,0 +1,41 @@
+import re
+import csv
+
+def isWord(w: str) -> bool:
+	"""
+	Checks if a word is considered valid for the purposes of Chatman
+	"""
+
+	if len(w) * 2 > 500:
+		return False
+
+	character_count = 0
+	for character in w:
+		if re.match(r"[A-Za-z\-]", character):
+			character_count += 1
+	if character_count // len(w) * 100 < 50:
+		return False
+
+	return True
+
+
+def main():
+	filename = input("Input File: ")
+	output_file = input("Output File: ")
+	final_words = []
+	with open(filename, "r") as csv_file:
+		reader = csv.reader(csv_file)
+		for row in reader:
+			if len(row) == 0:
+				continue
+			word = row[0].strip()
+			if isWord(word):
+				final_words.append(word)
+		# for line in f.readlines():
+		# 	word = line.strip().strip("\"")
+	with open(output_file, "w+") as output:
+		output.write("\n".join(final_words))
+
+
+if __name__ == "__main__":
+	main()
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