diff --git a/sentistrength/__init__.py b/sentistrength/__init__.py
deleted file mode 100644
index 6afc30f..0000000
--- a/sentistrength/__init__.py
+++ /dev/null
@@ -1,58 +0,0 @@
-import subprocess
-import shlex
-import os.path
-import sys
-import pandas as pd
-from os import getcwd
-
-class PySentiStr:
-    def __init__(self):
-        pass
-        
-    def setSentiStrengthPath(self, ss_Path):
-        self.SentiStrengthLocation = ss_Path
-
-    def setSentiStrengthLanguageFolderPath(self, sslf_Path):
-        # Ensure it has a forward slash at the end
-        if sslf_Path[-1] != '/':
-            sslf_Path += '/'
-        self.SentiStrengthLanguageFolder = sslf_Path
-
-    def getSentiment(self, df_text, score='scale'):
-        if not hasattr(self, 'SentiStrengthLocation'):
-            assert False, "Set path using setSentiStrengthPath(path) function."
-
-        if not hasattr(self, 'SentiStrengthLanguageFolder'):
-            assert False, "Set path using setSentiStrengthLanguageFolderPath(path) function."
-
-        if type(df_text) != pd.Series:
-            df_text = pd.Series(df_text)
-        df_text = df_text.str.replace('\n','')
-        df_text = df_text.str.replace('\r','')
-        conc_text = '\n'.join(df_text)
-        p = subprocess.Popen(shlex.split("java -jar '" + self.SentiStrengthLocation + "' stdin sentidata '" + self.SentiStrengthLanguageFolder + "' trinary"),stdin=subprocess.PIPE,stdout=subprocess.PIPE,stderr=subprocess.PIPE)
-        b = bytes(conc_text.replace(" ","+"), 'utf-8')
-        stdout_byte, stderr_text = p.communicate(b)
-        stdout_text = stdout_byte.decode("utf-8")
-        stdout_text = stdout_text.rstrip().replace("\t"," ")
-        stdout_text = stdout_text.replace('\r\n','')
-        senti_score = stdout_text.split(' ')
-
-        try:
-            senti_score = list(map(float, senti_score))
-        except:
-            raise Exception(stdout_text)
-
-        senti_score = [int(i) for i in senti_score]
-        if score == 'scale': # Returns from -4 to 4
-            senti_score = [sum(senti_score[i:i+2]) for i in range(0, len(senti_score), 3)]
-        elif score == 'binary': # Return 1 if positive and -1 if negative
-            senti_score = [1 if senti_score[i] >= abs(senti_score[i+1]) else -1 for i in range(0, len(senti_score), 3)]
-        elif score == 'trinary': # Return Positive and Negative Score and Neutral Score
-            senti_score = [tuple(senti_score[i:i+3]) for i in range(0, len(senti_score), 3)]
-        elif score == 'dual': # Return Positive and Negative Score
-            senti_score = [tuple(senti_score[i:i+2]) for i in range(0, len(senti_score), 3)]
-        else:
-            return "Argument 'score' takes in either 'scale' (between -1 to 1) or 'binary' (two scores, positive and negative rating)"
-        return senti_score
-