diff --git a/src/resources/tweet_spam_ham.csv b/src/resources/tweet_spam_ham.csv
index 9f73d9b..ad3b80e 100644
--- a/src/resources/tweet_spam_ham.csv
+++ b/src/resources/tweet_spam_ham.csv
@@ -2847,7 +2847,7 @@ spam,Prices in USD BTC 6 445 54 / 5 602 20BCH 316 17 / 273 06BTG 21 49 / 18 56DG
 spam,1H2019/05/08 2100 2019/05/08 2000LONG 18384 57 BTC +85 39 BTCSHORT 32423 37 BTC -23 78 BTCLS 36% vs 63% 36% vs 63%
 spam,1 $BTC 418 Tweets2 $TRX 194 Tweets3 $DOGE 70 Tweets4 $C20 57 Tweets5 $XRP 35 Tweets2019-05-09 0800 2019-05-09 0859COINTREND Twitter jp/
 ham,$BTC I see some sub penny traders now jumping up and down cause $BTC is at $6000 00 The key level psychologically is $10 000 00 I'll Feel a little more at ease when this level starts to consolidate
-spam,Doviz-------------------USD 6 1839EUR 6 9272GBP 8 0460--------------------------------------BTC-------------------Gobaba 40563 17BtcTurk 36697 00Koinim 36669 00Paribu 36700 00Koineks 37149 99
+spam,Doviz USD 6 1839EUR 6 9272GBP 8 0460 BTC Gobaba 40563 17BtcTurk 36697 00Koinim 36669 00Paribu 36700 00Koineks 37149 99
 spam,$BTCUSD 1 Hour UPTREND Continued 09-May-2019 004737 UTC $BTC cryptosignal crypto cryptocurrency bitcoin
 spam,2019/05/09 0900BTC 653707ETH 18667 6ETC 623 7BCH 31291 6XRP 32 7XEM 5 5LSK 185 8MONA 105 1 Bitcoin bitFlyer Coincheck
 spam,INVEST $1 BITCOIN OPPORTUNITY WORLDWIDE ? $1 and SET n Forget ! - $1 00 Find Out More htmlClassifiedAds INVEST BITCOIN OPPORTUNITY WORLDWIDE
@@ -2860,7 +2860,7 @@ ham,**** Crypto Alert Breaking****Bitcoin BREAKS $6 000 00! ! BTC is currently t
 spam,The largest exchange premiums & discounts seen by CrossCoinCo at 0015 UTC BTC vs BRL on Negociecoins is trading at a 5 3% premium to USD markets ETH vs UAH on Exmo is trading at a 4 2% discount to USD markets Visit
 spam,BTC $5982 46 Up +$0 26 +0 00% in the last hour bitcoin bitsmart
 spam,1666 761 1874May 9 2019 000900 UTC bitcoin
-spam,Doviz-------------------USD 6 1839EUR 6 9272GBP 8 0460--------------------------------------BTC-------------------Gobaba 40404 89BtcTurk 36493 00Koinim 36669 00Paribu 36450 00Koineks 36999 99
+spam,Doviz USD 6 1839EUR 6 9272GBP 8 0460 BTC Gobaba 40404 89BtcTurk 36493 00Koinim 36669 00Paribu 36450 00Koineks 36999 99
 ham,Hurry! 10 42% direct arbitrage in WAX If you buy WAX in BTC market from CoinDCX and sell it on Livecoin in BTC market you can make a maximum profit of 0 00
 spam,Bitcoin $6 029 08 v BitcoinCash $429 87 BTC/BCH 14 0 Avg Transaction fee for Bitcoin ~$1 66 v BitcoinCash ~$0 00 - 2019/05/09 0900JST
 ham,BTCUSD Market 1H timeframe on May 8 at 2300 UTC is Bullish cryptocurrency bitcoin btc crypto trading idea report technical analysis
@@ -2880,7 +2880,7 @@ ham,2017 Redux Bitcoin Marches Relentlessly Higher Eating Altcoins $6400 Next? v
 ham,Binance-Backed Crypto Bank Appoints Deutsche Bank Executive as New CEO bitcoin crypto cryptonews cryptomarket altcoin altcoins cryptos cryptocurrency mining btcminer cryptomining btc cryptomarket btc10k
 spam,XEM0 1$BTC
 spam,BTC3c7
-ham,""" We need to nip this bitcoin in the bud "" "
+ham,We need to nip this bitcoin in the bud
 ham,Indian Crypto Exchange Coinome Halts Services Citing Regulatory Pressure bitcoin
 spam,BitexGlobal XBX BitexPay BitexBank EZBITEX ZeusX ETH BTC CryptocurrencyExchange
 ham,cryptocached shilch_ Must be a coincidence that the level of knowledge you share on a new account is as if you have been living and breathing Bitcoin for years on end Also your posts u/cryptocached show you have beyond a normal level of knowledge Just like contrarian
diff --git a/src/tweets/__init__.py b/src/tweets/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/tweets/tweetFilter.py b/src/tweets/tweetFilter.py
index 60e43f3..457cbdf 100644
--- a/src/tweets/tweetFilter.py
+++ b/src/tweets/tweetFilter.py
@@ -15,6 +15,8 @@ from sklearn.metrics import classification_report, accuracy_score
 
 from src.utils.jsonLogger import log
 
+from src.tweets.whitelistedWords import filterOutTweetsWithNoneWhitelistedWords
+
 # Global Metrics
 HB_NB_Precision = 0
 HB_NB_Recall = 0
@@ -22,8 +24,10 @@ HB_NB_F_Score = 0
 HB_NB_Accuracy = 0
 
 ## Logic
-def processTweet(tweet, gram = 2):
-    tweet = tweet.lower() #Lower cases
+def processTweet(text, gram = 2):
+    tweet = text.lower() #Lower cases
+
+    tweet = filterOutTweetsWithNoneWhitelistedWords(tweet)
 
     words = word_tokenize(tweet)    #Tokenise words in text
     words = [w for w in words if len(w) > 2]
diff --git a/src/tweets/whitelistedWords.py b/src/tweets/whitelistedWords.py
new file mode 100644
index 0000000..cccdefa
--- /dev/null
+++ b/src/tweets/whitelistedWords.py
@@ -0,0 +1,148 @@
+#!/usr/bin/env python
+
+whitelist = [
+    "bull",
+    "bear",
+    "bullish",
+    "bearish",
+    "up",
+    "down",
+    "high",
+    "low",
+    "higher",
+    "lower",
+    "absconded",
+    "maximalists",
+    "regulate",
+    "infamous",
+    "tradehigher",
+    "tradelower",
+    "revival",
+    "centralized",
+    "decentralized",
+    "centralised",
+    "decentralised",
+    "decentralization",
+    "decentralisation",
+    "centralization",
+    "centralisation",
+    "bans",
+    "hodl",
+    "ambiguity",
+    "revolutionize",
+    "revolutionise",
+    "consolidation",
+    "shorts",
+    "longs",
+    "long",
+    "short",
+    "shorting",
+    "grow",
+    "volatile",
+    "rally",
+    "rallying",
+    "noob",
+    "noobs",
+    "innovation",
+    "bottom",
+    "top",
+    "topped",
+    "bottomed",
+    "upwards",
+    "downwards",
+    "invest",
+    "raging",
+    "rocketing",
+    "swing",
+    "swinging",
+    "stake",
+    "whale",
+    "whales",
+    "lull",
+    "moon",
+    "choppy",
+    "buy",
+    "buying",
+    "sell",
+    "selling",
+    "startselling",
+    "stopselling",
+    "startbuying",
+    "stopbuying",
+    "bitcoin",
+    "btc",
+    "eth",
+    "xmr",
+    "xrp",
+    "ripple",
+    "block",
+    "reward",
+    "airdrop",
+    "drop",
+    "raise",
+    "stack",
+    "stake",
+    "invest",
+    "pull",
+    "push",
+    "token",
+    "sale",
+    "unhappy",
+    "happy",
+    "expert",
+    "novice"
+    "passed",
+    "mark",
+    "decline",
+    "incline",
+    "fees",
+    "crypto",
+    "wallet",
+    "price",
+    "history",
+    "reached",
+    "upward",
+    "downward",
+    "trading",
+    "mining",
+    "defi",
+    "finance",
+    "blockchain",
+    "interest",
+    "alt",
+    "alts",
+    "fiat",
+    "fiat",
+    "currency",
+    "currencies",
+    "wealth",
+    "hype",
+    "hyped",
+    "achievement",
+    "platform",
+    "incremental",
+    "increment",
+    "decrement",
+    "decremental",
+    "success",
+    "loss",
+    "win",
+    "lose",
+    "worth",
+    "strongest",
+    "weakest",
+    "strong",
+    "weak",
+    "trade",
+    "popping",
+    "sucking",
+    "shard",
+    "sharding",
+    "industry"
+]
+
+def filterOutTweetsWithNoneWhitelistedWords(text):
+    if any(x in text for x in whitelist):
+        return text
+    else:
+        log("Tweet [{}] did not contain any keywords for it to be considered crypto related", 'WARN')
\ No newline at end of file