commiting changes before starting to work on the report and Morgan re…

…commended features

.gitmodules

@@ -0,0 +1,3 @@
+[submodule "wiki"]
+	path = wiki
+	url = https://github.com/seekshreyas/obidroid.wiki.git

appFeatures.csv

@@ -299,9 +299,26 @@ hasPrivacy,revlength,revSent,hasDeveloperWebsite,hasDeveloperEmail,installRange,
 1,1554.0,-7.0,1,1,3000000.0,4.163,0.0
 0,990.0,7.0,1,1,300000.0,4.676,0.0
 1,1713.0,-3.0,1,1,7500000.0,4.397,0.0
-0,2087.0,-17.0,1,1,30000.0,3.203,0.0
+0,2087.0,-17.0,1,1,30000.0,3.225,0.0
 0,306.0,-1.0,1,1,3000.0,1.0,0.0
-0,461.0,-3.0,1,1,7500.0,3.314,0.0
+0,588.0,-6.0,1,1,30000.0,3.149,0.0
 0,843.0,-9.0,1,1,30000.0,1.951,0.0
-1,1281.0,-7.0,1,1,750000.0,2.058,0.0
+1,1281.0,-7.0,1,1,750000.0,2.062,0.0
 0,1002.0,-4.0,1,1,300.0,2.091,0.9
+1,1492.0,1.0,1,0,3000000.0,4.554,0.0
+1,1253.0,-4.0,1,1,30000000.0,4.522,0.0
+0,1210.0,-3.0,1,1,750000.0,4.054,0.0
+0,855.0,-9.0,1,1,750000.0,3.551,0.0
+1,955.0,-4.0,1,1,7500000.0,4.256,0.0
+1,219.0,1.0,1,1,3000000.0,4.117,0.0
+0,2388.0,13.0,1,1,30000.0,4.314,0.0
+1,1997.0,-10.0,1,1,3000000.0,3.987,0.0
+0,212.0,1.0,1,1,300000.0,4.111,0.0
+0,969.0,-6.0,1,1,300000.0,2.949,0.0
+0,1054.0,-1.0,0,1,300000.0,3.586,0.0
+1,775.0,1.0,1,1,30000.0,4.047,0.0
+0,1414.0,-9.0,0,1,300000.0,3.586,0.0
+1,516.0,-3.0,0,1,3000000.0,4.175,0.0
+1,934.0,4.0,1,1,30000000.0,4.424,0.0
+1,979.0,-9.0,1,1,300000000.0,4.535,0.0
+1,559.0,1.0,1,1,300000000.0,4.554,0.0

classifier.py

@@ -99,10 +99,10 @@ def featureExtractor(app):
     featDict['revSent'] = getReviewSentiment(tokenizedReviews, cl)
     featDict['hasDeveloperEmail'] = getDeveloperEmailState(app)
     featDict['hasDeveloperWebsite'] = getDeveloperWebsiteState(app)
-    # featDict['hasMultipleApps'] = getDeveloperHasMultipleApps(app)
+    featDict['hasMultipleApps'] = getDeveloperHasMultipleApps(app)
     featDict['installRange'] = getInstallRange(app)
-    # featDict['exclamationCount'] = getExclamationCount(app)
-    # featDict['adjectiveCount'] = getAdjectiveCount(posReviews)
+    featDict['exclamationCount'] = getExclamationCount(app)
+    featDict['adjectiveCount'] = getAdjectiveCount(posReviews)
 
     return featDict
 

docs/hw4.md

@@ -0,0 +1,6 @@
+HW4 Continued
+================
+
+## Q3: 
+
+__Use the stock market data of HW2. Do hierarchical clustering of the stocks in the SP500, based on their daily returns. Comment briefly on the results. Explain briefly how you would use the results of the hierarchical clustering to display the covariance matrix of the stock returns. (You can use a subset of the data of course; just say which subset)__

docs/malapps.txt

@@ -21,22 +21,22 @@ https://play.google.com/store/apps/details?id=tango.video.calling.guide
 https://play.google.com/store/apps/details?id=kik.android
 https://play.google.com/store/apps/details?id=com.whatsapp
 https://play.google.com/store/apps/details?id=com.antivirus
-https://play.google.com/store/apps/datails?id=goldenshorestechnologies.brightestflashlight.free
-https://play.google.com/store/apps/datails?id=kr.core.technology.wifi.hotspot
-https://play.google.com/store/apps/datails?id=com.tencent.mm
-https://play.google.com/store/apps/datails?id=com.glidetalk.glideapp
-https://play.google.com/store/apps/datails?id=com.appsverse.photon
-https://play.google.com/store/apps/datails?id=com.sec.chaton
-https://play.google.com/store/apps/datails?id=com.youmail.android.vvm
-https://play.google.com/store/apps/datails?id=com.moplus.moplusapp
-https://play.google.com/store/apps/datails?id=fr.telemaque.horoscope
-https://play.google.com/store/apps/datails?id=com.rockyou.horoscopes
-https://play.google.com/store/apps/datails?id=com.digitaloutcrop.mixology
-https://play.google.com/store/apps/datails?id=usol.org.vn.sexposition.activity
-https://play.google.com/store/apps/datails?id=com.facebook.katana
-https://play.google.com/store/apps/datails?id=in.tk.videocalling
-https://play.google.com/store/apps/datails?id=com.zoosk.zoosk
-https://play.google.com/store/apps/datails?id=com.match.android.matchmobile
-https://play.google.com/store/apps/datails?id=com.unearby.sayhi
-https://play.google.com/store/apps/datails?id=com.toccata.games.lostrobot
-https://play.google.com/store/apps/datails?id=com.tengriprod.activitytableforbabies
+# https://play.google.com/store/apps/datails?id=goldenshorestechnologies.brightestflashlight.free
+# https://play.google.com/store/apps/datails?id=kr.core.technology.wifi.hotspot
+# https://play.google.com/store/apps/datails?id=com.tencent.mm
+# https://play.google.com/store/apps/datails?id=com.glidetalk.glideapp
+# https://play.google.com/store/apps/datails?id=com.appsverse.photon
+# https://play.google.com/store/apps/datails?id=com.sec.chaton
+# https://play.google.com/store/apps/datails?id=com.youmail.android.vvm
+# https://play.google.com/store/apps/datails?id=com.moplus.moplusapp
+# https://play.google.com/store/apps/datails?id=fr.telemaque.horoscope
+# https://play.google.com/store/apps/datails?id=com.rockyou.horoscopes
+# https://play.google.com/store/apps/datails?id=com.digitaloutcrop.mixology
+# https://play.google.com/store/apps/datails?id=usol.org.vn.sexposition.activity
+# https://play.google.com/store/apps/datails?id=com.facebook.katana
+# https://play.google.com/store/apps/datails?id=in.tk.videocalling
+# https://play.google.com/store/apps/datails?id=com.zoosk.zoosk
+# https://play.google.com/store/apps/datails?id=com.match.android.matchmobile
+# https://play.google.com/store/apps/datails?id=com.unearby.sayhi
+# https://play.google.com/store/apps/datails?id=com.toccata.games.lostrobot
+# https://play.google.com/store/apps/datails?id=com.tengriprod.activitytableforbabies