diff --git a/Facts b/Facts
index 77d461b..4280429 100644
--- a/Facts
+++ b/Facts
@@ -11,3 +11,10 @@ from
 (select section,webURL from articles group by section,webURL) as t1 LEFT OUTER JOIN
 comments c ON c.assetURL=t1.webURL
 group by section
+
+
+U.S.	77302
+World	72599
+Sports	49454
+Business Day	39859
+Arts	15226
diff --git a/Queries.txt b/Queries.txt
index 59246fe..5f117b1 100644
--- a/Queries.txt
+++ b/Queries.txt
@@ -62,3 +62,16 @@ from
 (select section,webURL from articles group by section,webURL) as t1 LEFT OUTER JOIN
 comments c ON c.assetURL=t1.webURL where section is not NULL
 group by section
+
+
+
+Section wise sentiment count
+select section,count(*) as total,COUNT(CASE WHEN cs.gender = 'male' then 1 ELSE NULL END) as "Male_Count",
+    COUNT(CASE WHEN cs.gender = 'male' and cs.sentiment=-1 then 1 ELSE NULL END) as "Male_Negative",
+    COUNT(CASE WHEN cs.gender = 'male' and cs.sentiment=1 then 1 ELSE NULL END) as "Male_Positive",
+    COUNT(CASE WHEN cs.gender = 'male' and cs.sentiment=0 then 1 ELSE NULL END) as "Male_Neutral",
+    COUNT(CASE WHEN cs.gender = 'female' then 1 ELSE NULL END) as "Female_Count",
+    COUNT(CASE WHEN cs.gender = 'female' and cs.sentiment=-1 then 1 ELSE NULL END) as "Female_Negative",
+    COUNT(CASE WHEN cs.gender = 'female' and cs.sentiment=1 then 1 ELSE NULL END) as "Female_Positive",
+    COUNT(CASE WHEN cs.gender = 'female' and cs.sentiment=0 then 1 ELSE NULL END) as "Female_Neutral"
+     from articles a,comments c,CommentSent cs where c.commentID=cs.commentID and a.webURL=c.assetURL and section in ('U.S.','World','Sports','Business Day','Arts')  group by section
diff --git a/femaleSentiments b/femaleSentiments
new file mode 100644
index 0000000..e69de29
diff --git a/sentimentAnalysisFemale.py b/sentimentAnalysisFemale.py
index f15bf39..a270044 100644
--- a/sentimentAnalysisFemale.py
+++ b/sentimentAnalysisFemale.py
@@ -4,32 +4,41 @@
 db = sqlite3.connect('../commentsData.db')
 c = db.cursor()
 
-c.execute("select commentBody,g.gender from comments c,commenterGender g where c.userID=g.userID and\
+
+c.execute("CREATE TABLE IF NOT EXISTS CommentSent (commentID int,sentiment int,gender text,PRIMARY KEY (commentID))")
+
+
+c.execute("select commentBody,g.gender,commentID from comments c,commenterGender g where c.userID=g.userID and\
             c.username=g.username and gender='female' ")
 
-malePositive=0
-maleNegative=0
-maleNeutral=0
-femalPositive=0
-femaleNegative=0
-femaleNeutral=0
-progress=0
+sqlstat="insert into CommentSent values(?,?,?)"
 
-f=open("femaleSentiments","w")
+progress=0
 
 
 for t in c.fetchall():
     progress+=1
     comment=t[0]
     gen=t[1]
+    comID=t[2]
     com=TextBlob(comment)
 
     polar=com.sentiment.polarity
-
+    sent=0
     if gen == 'female':
-        f.write(str(polar)+"\n")
+        if polar <= -0.2:
+            sent=-1
+        elif polar >= 0.2:
+            sent=1
+        else:
+            sent=0
+
+        c.execute(sqlstat,(comID,sent,'female'))
           
     if progress%10000==0:
         print progress," Comments processed"
-f.close()
+
+db.commit()
+db.close()
+
 
diff --git a/sentimentAnalysisMale.py b/sentimentAnalysisMale.py
index 02bde73..9174f35 100644
--- a/sentimentAnalysisMale.py
+++ b/sentimentAnalysisMale.py
@@ -4,32 +4,38 @@
 db = sqlite3.connect('../commentsData.db')
 c = db.cursor()
 
-c.execute("select commentBody,g.gender from comments c,commenterGender g where c.userID=g.userID and\
-            c.username=g.username and gender='male' ")
+c.execute("CREATE TABLE IF NOT EXISTS CommentSent (commentID int,sentiment int,gender text,PRIMARY KEY (commentID))")
 
-malePositive=0
-maleNegative=0
-maleNeutral=0
-femalPositive=0
-femaleNegative=0
-femaleNeutral=0
-progress=0
+c.execute("select commentBody,g.gender,commentID from comments c,commenterGender g where c.userID=g.userID and\
+            c.username=g.username and gender='male' ")
 
-f=open("maleSentiments","w")
+sqlstat = "insert into CommentSent values(?,?,?)"
 
+progress = 0
 
 for t in c.fetchall():
-    progress+=1
-    comment=t[0]
-    gen=t[1]
-    com=TextBlob(comment)
+    progress += 1
+    comment = t[0]
+    gen = t[1]
+    comID = t[2]
+    com = TextBlob(comment)
+
+    polar = com.sentiment.polarity
+    sent = 0
+    if gen == 'male':
+        if polar <= -0.2:
+            sent = -1
+        elif polar >= 0.2:
+            sent = 1
+        else:
+            sent = 0
 
-    polar=com.sentiment.polarity
+        c.execute(sqlstat, (comID, sent, 'male'))
+
+    if progress % 10000 == 0:
+        print progress, " Comments processed"
+
+db.commit()
+db.close()
 
-    if gen == 'male':
-        f.write(str(polar)+"\n")
-          
-    if progress%10000==0:
-        print progress," Comments processed"
-f.close()