diff --git a/python-rtmbot-master/.DS_Store b/python-rtmbot-master/.DS_Store
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diff --git a/python-rtmbot-master/SentimentVisuals.png b/python-rtmbot-master/SentimentVisuals.png
new file mode 100644
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Binary files /dev/null and b/python-rtmbot-master/SentimentVisuals.png differ
diff --git a/python-rtmbot-master/bad_list.txt b/python-rtmbot-master/bad_list.txt
new file mode 100644
index 0000000..fddf41f
--- /dev/null
+++ b/python-rtmbot-master/bad_list.txt
@@ -0,0 +1,1703 @@
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+rump
+rumprammer
+ruski
+rusty trombone
+s hit
+s&m
+s.h.i.t.
+s.o.b.
+s_h_i_t
+s0b
+sadism
+sadist
+sambo
+sand nigger
+sandbar
+sandbar
+Sandler
+sandnigger
+sanger
+santorum
+sausage queen
+sausage queen
+scag
+scantily
+scat
+schizo
+schlong
+scissoring
+screw
+screwed
+screwing
+scroat
+scrog
+scrot
+scrote
+scrotum
+scrud
+scum
+seaman
+seamen
+seduce
+seks
+semen
+sex
+sexo
+sexual
+sexy
+sh!+
+sh!t
+sh1t
+s-h-1-t
+shag
+shagger
+shaggin
+shagging
+shamedame
+shaved beaver
+shaved pussy
+shemale
+shi+
+shibari
+shirt lifter
+shit
+s-h-i-t
+shit ass
+shit fucker
+shit fucker
+shitass
+shitbag
+shitbagger
+shitblimp
+shitbrains
+shitbreath
+shitcanned
+shitcunt
+shitdick
+shite
+shiteater
+shited
+shitey
+shitface
+shitfaced
+shitfuck
+shitfull
+shithead
+shitheads
+shithole
+shithouse
+shiting
+shitings
+shits
+shitspitter
+shitstain
+shitt
+shitted
+shitter
+shitters
+shitters
+shittier
+shittiest
+shitting
+shittings
+shitty
+shiz
+shiznit
+shota
+shrimping
+sissy
+skag
+skank
+skeet
+skullfuck
+slag
+slanteye
+slave
+sleaze
+sleazy
+slope
+slope
+slut
+slut bucket
+slut bucket
+slutbag
+slutdumper
+slutkiss
+sluts
+smartass
+smartasses
+smeg
+smegma
+smut
+smutty
+snatch
+sniper
+snowballing
+snuff
+s-o-b
+sod off
+sodom
+sodomize
+sodomy
+son of a bitch
+son of a motherless goat
+son of a whore
+son-of-a-bitch
+souse
+soused
+spac
+spade
+sperm
+spic
+spick
+spik
+spiks
+splooge
+splooge moose
+spooge
+spook
+spread legs
+spunk
+stfu
+stiffy
+stoned
+strap on
+strapon
+strappado
+strip
+strip club
+stroke
+stupid
+style doggy
+suck
+suckass
+sucked
+sucking
+sucks
+suicide girls
+sultry women
+sumofabiatch
+swastika
+swinger
+t1t
+t1tt1e5
+t1tties
+taff
+taig
+tainted love
+taking the piss
+tampon
+tard
+tart
+taste my
+tawdry
+tea bagging
+teabagging
+teat
+teets
+teez
+teste
+testee
+testes
+testical
+testicle
+testis
+threesome
+throating
+thrust
+thug
+thundercunt
+tied up
+tight white
+tinkle
+tit
+tit wank
+tit wank
+titfuck
+titi
+tities
+tits
+titt
+tittie5
+tittiefucker
+titties
+titty
+tittyfuck
+tittyfucker
+tittywank
+titwank
+toke
+tongue in a
+toots
+topless
+tosser
+towelhead
+tramp
+tranny
+transsexual
+trashy
+tribadism
+trumped
+tub girl
+tubgirl
+turd
+tush
+tushy
+tw4t
+twat
+twathead
+twatlips
+twats
+twatty
+twatwaffle
+twink
+twinkie
+two fingers
+two fingers with tongue
+two girls one cup
+twunt
+twunter
+ugly
+unclefucker
+undies
+undressing
+unwed
+upskirt
+urethra play
+urinal
+urine
+urophilia
+uterus
+uzi
+v14gra
+v1gra
+vag
+vagina
+vajayjay
+va-j-j
+valium
+venus mound
+veqtable
+viagra
+vibrator
+violet wand
+virgin
+vixen
+vjayjay
+vodka
+vomit
+vorarephilia
+voyeur
+vulgar
+vulva
+w00se
+wad
+wang
+wank
+wanker
+wankjob
+wanky
+wazoo
+wedgie
+weed
+weenie
+weewee
+weiner
+weirdo
+wench
+wet dream
+wetback
+wh0re
+wh0reface
+white power
+whiz
+whoar
+whoralicious
+whore
+whorealicious
+whorebag
+whored
+whoreface
+whorehopper
+whorehouse
+whores
+whoring
+wigger
+willies
+willy
+window licker
+wiseass
+wiseasses
+wog
+womb
+wop
+wrapping men
+wrinkled starfish
+wtf
+xrated
+x-rated
+xx
+xxx
+yaoi
+yeasty
+yellow showers
+yid
+yiffy
+yobbo
+zibbi
+zoophilia
+zubb
diff --git a/python-rtmbot-master/plugins/marvin_the_sentiment_analyser.py b/python-rtmbot-master/plugins/marvin_the_sentiment_analyser.py
index f13a6a3..e153559 100644
--- a/python-rtmbot-master/plugins/marvin_the_sentiment_analyser.py
+++ b/python-rtmbot-master/plugins/marvin_the_sentiment_analyser.py
@@ -1,6 +1,56 @@
 import Algorithmia
 import yaml
 import traceback
+import seaborn as sb
+import pandas as pd
+import numpy as np
+from io import BytesIO
+import os
+import requests 
+import matplotlib.pyplot as plt
+import seaborn as sns; sns.set(style="ticks", color_codes=True)
+from slackclient import SlackClient
+
+
+
+
+with open("bad_list.txt") as f:
+    bad_list_array = f.read().splitlines()
+
+def outputGraph(channel):
+
+
+    labels = 'positive', 'neutral', 'negative'
+    values  = [sentiment_averages["positive"], sentiment_averages["neutral"], sentiment_averages["negative"]]
+    fig1 = plt.figure() 
+    values = np.asarray(values)
+    fig1, ax1 = plt.subplots()
+    ax1.pie(values, labels=labels, autopct='%1.1f%%',
+        shadow=True, startangle=90)
+    plt.title('Sentiment Analysis Graph')
+
+    ax1.axis('equal')  # Equal aspect ratio ensures that pie is drawn as a circle.
+
+    fig1.savefig('SentimentVisuals.png')
+
+    curr_path = os.getcwd()
+    new_path = curr_path + '/SentimentVisuals.png'
+
+    my_file = {
+    'file' : (new_path, open(new_path, 'rb'), 'png')
+    }
+
+    payload={
+    "filename":"SentimentVisuals.png", 
+    "token":CONFIG["SLACK_TOKEN"], 
+    "channels":channel, 
+    }
+
+    r = requests.post("https://slack.com/api/files.upload", params=payload, files=my_file)
+
+
+# end of the addition
+
 
 CONFIG = yaml.load(file("rtmbot.conf", "r"))
 
@@ -22,7 +72,6 @@
     "total": 0,
 }
 
-
 def display_current_mood(channel):
     reply = ""
 
@@ -49,14 +98,24 @@ def process_message(data):
 
     # remove any odd encoding
     text = text.encode('utf-8')
+    words = text.split()
 
     if "current mood?" in text:
         return display_current_mood(data.get("channel", None))
 
+    if "bot function?" in text:
+        outputs.append([data["channel"], "this bot analyzes sentiments in the group"])
+    for i in range(len(words)):
+        if words[i] in bad_list_array:
+            outputs.append([data["channel"], "please refrain from using sensitive words!"])
 
+    if "show graph?" in text:
+        outputGraph(data.get("channel", None))
+        return
+        
     # don't log the bot replies!
     if data.get("subtype", "") == "bot_message":
-        return
+        return outputGraphs("channel", None)
 
     try:
         sentence = {