diff --git a/datasets/checkout.csv b/datasets/checkout.csv
new file mode 100644
index 0000000..5e5f949
--- /dev/null
+++ b/datasets/checkout.csv
@@ -0,0 +1,41 @@
+user_id,page
+90,checkout_page
+88,checkout_page
+67,checkout_page
+61,checkout_page
+76,checkout_page
+55,checkout_page
+59,checkout_page
+26,checkout_page
+8,checkout_page
+19,checkout_page
+71,checkout_page
+22,checkout_page
+89,checkout_page
+76,checkout_page
+45,checkout_page
+81,checkout_page
+30,checkout_page
+32,checkout_page
+33,checkout_page
+90,checkout_page
+40,checkout_page
+94,checkout_page
+5,checkout_page
+3,checkout_page
+30,checkout_page
+49,checkout_page
+37,checkout_page
+50,checkout_page
+19,checkout_page
+36,checkout_page
+62,checkout_page
+15,checkout_page
+49,checkout_page
+39,checkout_page
+82,checkout_page
+64,checkout_page
+58,checkout_page
+81,checkout_page
+89,checkout_page
+84,checkout_page
diff --git a/datasets/home.csv b/datasets/home.csv
new file mode 100644
index 0000000..0d69c86
--- /dev/null
+++ b/datasets/home.csv
@@ -0,0 +1,61 @@
+user_id,page
+88,home_page
+66,home_page
+62,home_page
+88,home_page
+59,home_page
+51,home_page
+85,home_page
+79,home_page
+93,home_page
+64,home_page
+94,home_page
+79,home_page
+52,home_page
+95,home_page
+100,home_page
+67,home_page
+77,home_page
+82,home_page
+59,home_page
+85,home_page
+57,home_page
+83,home_page
+93,home_page
+77,home_page
+51,home_page
+55,home_page
+59,home_page
+87,home_page
+59,home_page
+55,home_page
+69,home_page
+88,home_page
+82,home_page
+78,home_page
+56,home_page
+92,home_page
+96,home_page
+52,home_page
+77,home_page
+84,home_page
+81,home_page
+95,home_page
+50,home_page
+53,home_page
+97,home_page
+93,home_page
+72,home_page
+85,home_page
+55,home_page
+89,home_page
+94,home_page
+73,home_page
+98,home_page
+76,home_page
+74,home_page
+70,home_page
+68,home_page
+50,home_page
+61,home_page
+61,home_page
diff --git a/datasets/location.csv b/datasets/location.csv
new file mode 100644
index 0000000..e1a09fe
--- /dev/null
+++ b/datasets/location.csv
@@ -0,0 +1,101 @@
+user_id,state,country
+1,Texas,United States
+2,Indiana,United States
+3,Georgia,United States
+4,Florida,United States
+5,Virginia,United States
+6,Oklahoma,United States
+7,Florida,United States
+8,Pennsylvania,United States
+9,Connecticut,United States
+10,Michigan,United States
+11,Texas,United States
+12,Texas,United States
+13,New York,United States
+14,South Carolina,United States
+15,Texas,United States
+16,Michigan,United States
+17,Florida,United States
+18,Texas,United States
+19,South Dakota,United States
+20,Michigan,United States
+21,South Carolina,United States
+22,New York,United States
+23,California,United States
+24,Georgia,United States
+25,California,United States
+26,Alabama,United States
+27,Washington,United States
+28,Texas,United States
+29,District of Columbia,United States
+30,Texas,United States
+31,Illinois,United States
+32,Texas,United States
+33,District of Columbia,United States
+34,Pennsylvania,United States
+35,Alaska,United States
+36,New York,United States
+37,Pennsylvania,United States
+38,California,United States
+39,Illinois,United States
+40,Indiana,United States
+41,Washington,United States
+42,California,United States
+43,South Carolina,United States
+44,New Mexico,United States
+45,Florida,United States
+46,Alaska,United States
+47,New York,United States
+48,Texas,United States
+49,North Carolina,United States
+50,Pennsylvania,United States
+51,Illinois,United States
+52,Texas,United States
+53,Alaska,United States
+54,Colorado,United States
+55,North Carolina,United States
+56,New York,United States
+57,Florida,United States
+58,New York,United States
+59,Nebraska,United States
+60,Ohio,United States
+61,Ohio,United States
+62,Ohio,United States
+63,Oklahoma,United States
+64,Oklahoma,United States
+65,Texas,United States
+66,Ohio,United States
+67,Texas,United States
+68,Texas,United States
+69,Texas,United States
+70,Florida,United States
+71,Washington,United States
+72,Nevada,United States
+73,Illinois,United States
+74,Florida,United States
+75,Arkansas,United States
+76,Oklahoma,United States
+77,Missouri,United States
+78,Utah,United States
+79,California,United States
+80,California,United States
+81,California,United States
+82,California,United States
+83,New York,United States
+84,Virginia,United States
+85,Indiana,United States
+86,Pennsylvania,United States
+87,Nevada,United States
+88,California,United States
+89,Texas,United States
+90,Kansas,United States
+91,Georgia,United States
+92,North Carolina,United States
+93,California,United States
+94,Pennsylvania,United States
+95,California,United States
+96,New York,United States
+97,Kentucky,United States
+98,Georgia,United States
+99,California,United States
+100,Texas,United States
diff --git a/datasets/payment_confirm.csv b/datasets/payment_confirm.csv
new file mode 100644
index 0000000..990cf7c
--- /dev/null
+++ b/datasets/payment_confirm.csv
@@ -0,0 +1,21 @@
+user_id,page
+85,payment_confirmation_page
+41,payment_confirmation_page
+10,payment_confirmation_page
+21,payment_confirmation_page
+60,payment_confirmation_page
+100,payment_confirmation_page
+70,payment_confirmation_page
+100,payment_confirmation_page
+6,payment_confirmation_page
+92,payment_confirmation_page
+64,payment_confirmation_page
+3,payment_confirmation_page
+59,payment_confirmation_page
+89,payment_confirmation_page
+36,payment_confirmation_page
+52,payment_confirmation_page
+31,payment_confirmation_page
+68,payment_confirmation_page
+62,payment_confirmation_page
+24,payment_confirmation_page
diff --git a/datasets/search.csv b/datasets/search.csv
new file mode 100644
index 0000000..2f87bfd
--- /dev/null
+++ b/datasets/search.csv
@@ -0,0 +1,61 @@
+user_id,page
+17,search_page
+5,search_page
+40,search_page
+6,search_page
+13,search_page
+12,search_page
+13,search_page
+27,search_page
+24,search_page
+3,search_page
+24,search_page
+5,search_page
+23,search_page
+24,search_page
+37,search_page
+18,search_page
+22,search_page
+38,search_page
+35,search_page
+7,search_page
+32,search_page
+14,search_page
+31,search_page
+34,search_page
+35,search_page
+32,search_page
+4,search_page
+4,search_page
+11,search_page
+9,search_page
+33,search_page
+9,search_page
+19,search_page
+11,search_page
+23,search_page
+5,search_page
+27,search_page
+1,search_page
+1,search_page
+34,search_page
+10,search_page
+34,search_page
+32,search_page
+24,search_page
+32,search_page
+30,search_page
+31,search_page
+18,search_page
+33,search_page
+18,search_page
+6,search_page
+15,search_page
+11,search_page
+22,search_page
+19,search_page
+11,search_page
+7,search_page
+40,search_page
+34,search_page
+23,search_page
diff --git a/datasets/user.csv b/datasets/user.csv
new file mode 100644
index 0000000..4587534
--- /dev/null
+++ b/datasets/user.csv
@@ -0,0 +1,101 @@
+user_id,device,gender,date
+1,Mobile,M,2018-12-13
+2,Mobile,F,2018-03-27
+3,Mobile,F,2019-02-18
+4,Mobile,M,2018-04-27
+5,Mobile,F,2018-10-12
+6,Mobile,M,2018-06-06
+7,Desktop,M,2019-01-31
+8,Mobile,M,2018-04-14
+9,Mobile,M,2018-07-16
+10,Desktop,F,2018-12-26
+11,Mobile,M,2019-02-05
+12,Desktop,M,2018-03-24
+13,Mobile,M,2018-07-03
+14,Desktop,M,2018-03-25
+15,Desktop,F,2018-08-12
+16,Mobile,M,2018-07-03
+17,Desktop,F,2018-05-21
+18,Mobile,F,2018-04-25
+19,Mobile,F,2019-01-04
+20,Desktop,F,2018-04-30
+21,Mobile,M,2018-04-09
+22,Desktop,F,2018-05-10
+23,Desktop,F,2018-06-27
+24,Mobile,F,2018-07-14
+25,Desktop,F,2018-07-17
+26,Desktop,F,2018-05-23
+27,Mobile,M,2018-10-28
+28,Desktop,F,2018-12-12
+29,Desktop,F,2018-06-30
+30,Mobile,M,2019-01-19
+31,Mobile,F,2018-04-03
+32,Mobile,F,2018-10-28
+33,Mobile,F,2018-12-18
+34,Desktop,F,2018-08-30
+35,Desktop,F,2018-07-31
+36,Desktop,F,2019-01-09
+37,Desktop,F,2018-07-20
+38,Desktop,M,2018-12-29
+39,Mobile,F,2018-11-19
+40,Desktop,M,2018-07-04
+41,Desktop,F,2019-02-10
+42,Mobile,F,2018-07-19
+43,Desktop,F,2018-12-06
+44,Desktop,M,2019-01-13
+45,Mobile,M,2018-08-04
+46,Mobile,M,2018-05-15
+47,Mobile,F,2018-06-15
+48,Mobile,M,2019-02-11
+49,Mobile,F,2019-02-16
+50,Desktop,F,2018-11-09
+51,Mobile,F,2019-02-21
+52,Mobile,F,2018-08-22
+53,Desktop,F,2018-05-19
+54,Mobile,M,2018-08-21
+55,Desktop,F,2018-11-08
+56,Mobile,M,2018-12-10
+57,Desktop,M,2018-06-22
+58,Desktop,F,2018-09-15
+59,Desktop,M,2018-10-06
+60,Mobile,M,2018-09-23
+61,Mobile,F,2018-10-27
+62,Mobile,F,2018-08-30
+63,Mobile,M,2018-11-16
+64,Desktop,M,2018-03-13
+65,Desktop,F,2018-03-29
+66,Mobile,M,2018-07-11
+67,Mobile,M,2018-12-04
+68,Mobile,M,2018-07-09
+69,Mobile,M,2018-11-29
+70,Mobile,F,2018-09-06
+71,Desktop,F,2019-02-18
+72,Desktop,M,2019-01-28
+73,Desktop,F,2018-12-25
+74,Mobile,F,2018-10-30
+75,Desktop,F,2018-04-02
+76,Desktop,M,2018-04-18
+77,Mobile,F,2019-02-08
+78,Desktop,M,2018-05-26
+79,Desktop,M,2018-07-31
+80,Desktop,M,2018-03-15
+81,Mobile,F,2018-11-18
+82,Mobile,M,2018-04-02
+83,Mobile,M,2018-10-12
+84,Desktop,M,2018-07-20
+85,Mobile,M,2018-02-28
+86,Desktop,M,2018-09-11
+87,Mobile,F,2018-03-05
+88,Mobile,F,2019-01-14
+89,Mobile,M,2018-04-18
+90,Desktop,M,2018-11-04
+91,Mobile,M,2019-02-21
+92,Desktop,M,2019-01-22
+93,Desktop,M,2019-01-22
+94,Desktop,F,2018-10-17
+95,Mobile,F,2018-12-03
+96,Mobile,M,2018-08-21
+97,Desktop,M,2018-12-04
+98,Mobile,F,2018-03-16
+99,Desktop,F,2019-02-07
+100,Mobile,M,2018-09-02
diff --git a/load.cql b/load.cql
index 67f4b1c..43ac4b8 100644
--- a/load.cql
+++ b/load.cql
@@ -1,6 +1,6 @@
 
 // Assert that the USER nodes are unique by it's ID
-CREATE CONSTRAINT ON (u:User) ASSERT c.user_id IS UNIQUE;
+CREATE CONSTRAINT ON (u:User) ASSERT u.user_id IS UNIQUE;
 
 // Assert that the ENTRY nodes are unique by it's page name
 CREATE CONSTRAINT ON (e:Entry) ASSERT e.page IS UNIQUE;
@@ -8,13 +8,13 @@ CREATE CONSTRAINT ON (e:Entry) ASSERT e.page IS UNIQUE;
 // LOAD user data
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///ecommerce-funnel-analysis/user_table.csv' AS line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/user.csv' AS line
 WITH DISTINCT line , datetime(line.`date`).epochMillis as date
 
 CREATE (u:User { id: toInteger(line.`user_id`) })
 SET u.date = toInteger(date),
     u.device = line.`device`,
-    u.gender = line.`sex`
+    u.gender = line.`gender`
 
 // create search node 
 CREATE (e:Entry { page : 'search_page'})
@@ -22,8 +22,8 @@ CREATE (e:Entry { page : 'search_page'})
 // Load search page entry and create relationships 
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///ecommerce-funnel-analysis/search_page_table.csv' AS line
-WITH DISTINCT line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/search.csv' AS line
+WITH line
 
 MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'search_page'})
 MERGE (u)-[r:VISITED]->(e)
@@ -32,15 +32,15 @@ MERGE (u)-[r:VISITED]->(e)
 
 
 // create payment node 
-CREATE (e:Entry { page : 'payment_page'})
+CREATE (e:Entry { page : 'checkout_page'})
 
 // Create user and payment page relationship
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///ecommerce-funnel-analysis/payment_page_table.csv' AS line
-WITH DISTINCT line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/checkout.csv' AS line
+WITH line
 
-MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'payment_page'})
+MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'checkout_page'})
 MERGE (u)-[r:VISITED]->(e)
     ON MATCH SET r.visited_count = r.visited_count + 1
     ON CREATE SET r.visited_count = 1
@@ -52,7 +52,7 @@ CREATE (e:Entry { page : 'home_page'})
 // Create user and payment page relationship
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///ecommerce-funnel-analysis/home_page_table.csv' AS line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/home.csv' AS line
 WITH DISTINCT line
 
 MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'home_page'})
@@ -67,21 +67,20 @@ CREATE (e:Entry { page : 'payment_confirmation_page'})
 // Create user and payment ocnfirmation page relationship
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///ecommerce-funnel-analysis/payment_confirmation_table.csv' AS line
-WITH DISTINCT line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/payment_confirm.csv' AS line
+WITH line
 
-MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'payement_confirmation_page'})
+MATCH (u:User { id : toInteger(line.`user_id`)}), (e:Entry { page : 'payment_confirmation_page'})
 MERGE (u)-[r:VISITED]->(e)
     ON MATCH SET r.visited_count = r.visited_count + 1
     ON CREATE SET r.visited_count = 1
 
 
-// Add order's and total purchase data to user's nodes
 USING PERIODIC COMMIT
 LOAD CSV WITH HEADERS 
-FROM 'file:///user_order_purchase.csv' AS line
-WITH DISTINCT line
+FROM 'file:///Users/dhritiman/vm_shared_data/ecommerce-funnel-analysis/funnel/location.csv' AS line
+WITH line
 
-MATCH (u:User { id: toInteger(line.`user_id`) })
-SET u.total_orders = line.`total_orders`,
-    u.total_amount = line.`total_amount`
+MATCH (u:User { id : toInteger(line.`user_id`)})
+MERGE (u)-[r:VISITED]->(e)
+    ON MATCH SET r.state = line.`state` , r.country = line.`country`
\ No newline at end of file
diff --git a/node_rel_analysis.cql b/node_rel_analysis.cql
deleted file mode 100644
index f4259dc..0000000
--- a/node_rel_analysis.cql
+++ /dev/null
@@ -1,36 +0,0 @@
-
-// Count the number of users visited search page
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
-    RETURN count(distinct(r))
-
-// Count the number of users visited home page
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'home_page'})
-    RETURN count(distinct(r))
-
-// Count the number of users visited home page
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_page'})
-    RETURN count(distinct(r))
-
-// Returns distinct user's list who visited payment confirmation page
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
-    RETURN distinct(u) limit 1
-
-
-// List user's who visited search page as well as home page 
-MATCH (e1:Entry {page : 'search_page'})<-[r1:VISITED]-(u:User)-[r2:VISITED]->(e2:Entry { page : 'home_page'}) RETURN u
-
-// Group User's based on different properties for different page visits ::
-
-// 1. Search Page : 
-
-// 1.1. Gender Grouping
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
-    RETURN u.gender , count(u.gender) AS total
-
-// 1.2. Device Grouping
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
-    RETURN u.device , count(u.device) AS total
- 
-// 1.3. Device and Gender Grouping
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
-    RETURN u.device, u.gender , count(u) AS total ORDER BY count(u) DESC
diff --git a/payment.cql b/payment.cql
new file mode 100644
index 0000000..8523f38
--- /dev/null
+++ b/payment.cql
@@ -0,0 +1,16 @@
+// Total number of successfull payments
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
+    RETURN count(distinct(r))
+
+// Total number of successful payments based on gender and device
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
+    RETURN u.gender as gender , u.device as device , count(u) as total ORDER BY count(u) DESC
+
+// Total number of successful payments based on gender | device
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
+    RETURN u.gender as gender , count(u) as total ORDER BY count(u) DESC
+
+
+// Total number of successful payments based on location
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
+    RETURN r.state as state, r.country as country, count(u) as total ORDER BY count(u) DESC
diff --git a/payment_node_rel_analysis.cql b/payment_node_rel_analysis.cql
deleted file mode 100644
index 4803344..0000000
--- a/payment_node_rel_analysis.cql
+++ /dev/null
@@ -1,7 +0,0 @@
-// Total number of successful payments
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
-    RETURN count(distinct(r))
-
-// Total number of successful payments based on gender and device
-MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
-    RETURN u.gender as gender , u.device as device , count(u) as total ORDER BY count(u) DESC
diff --git a/user_node_analysis.cql b/user_node.cql
similarity index 51%
rename from user_node_analysis.cql
rename to user_node.cql
index b3bc878..32fd696 100644
--- a/user_node_analysis.cql
+++ b/user_node.cql
@@ -14,16 +14,4 @@ MATCH (u:User { gender : 'Male', platform : 'Mobile'}) RETURN count(u)
 MATCH (u:User) RETURN u.gender AS gender, count(u) AS total
 
 // Group user's by device and take it's count
-MATCH (u:User) RETURN u.device AS device, u.gender as gender, count(u) AS total ORDER BY count(u) DESC
-
-// List the users based on the total amount spent 
-MATCH (u:User) RETURN u.id , u.total_amount as total_amount_spent ORDER BY u.total_amount DESC
-
-// Total amount spent based on gender
-MATCH (u:User) RETURN  u.gender as gender , SUM(u.total_amount) as total_amount_spent
-
-// Total amount spent based on gender
-MATCH (u:User) RETURN  u.gender as gender , SUM(u.total_amount) as total_amount_spent
-
-// Average amount spent by any individual based on gender
-MATCH (u:User) RETURN  u.gender as gender , AVG(u.total_amount) as total_amount_spent
\ No newline at end of file
+MATCH (u:User) RETURN u.device AS device, u.gender as gender, count(u) AS total ORDER BY count(u) DESC
\ No newline at end of file
diff --git a/user_page_visists.cql b/user_page_visists.cql
new file mode 100644
index 0000000..af53435
--- /dev/null
+++ b/user_page_visists.cql
@@ -0,0 +1,75 @@
+// Count the number of users visited search page
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
+    RETURN count(distinct(r))
+
+// Count the number of users visited home page
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'home_page'})
+    RETURN count(distinct(r))
+
+// Count the number of users visited checkout page
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'checkout_page'})
+    RETURN count(distinct(r))
+
+// Count the number of users visited payment confirmation page
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'payment_confirmation_page'})
+    RETURN count(distinct(r))
+
+//Gender Grouping
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
+    RETURN u.gender , count(u.gender) AS total
+
+// Device Grouping
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
+    RETURN u.device , count(u.device) AS total
+ 
+// Device and Gender Grouping
+MATCH (u:User)-[r:VISITED]->(e:Entry { page : 'search_page'})
+    RETURN u.device, u.gender , count(u) AS total ORDER BY count(u) DESC
+
+
+// Number of user's that visisted both search and home page
+MATCH (e1:Entry { page : 'home_page'})<-[r2:VISITED]-(u:User)-[r1:VISITED]->(e2:Entry { page : 'search_page'}) RETURN count(distinct(u))
+
+// Number of user's that visisted both search and home page
+MATCH (e1:Entry { page : 'home_page'})<-[r2:VISITED]-(u:User)-[r1:VISITED]->(e2:Entry { page : 'checkout_page'}) RETURN count(distinct(u))
+
+// Number of user's that visisted search or home page and checkout page
+MATCH (e1:Entry)<-[r2:VISITED]-(u:User)-[r1:VISITED]->(e2:Entry)
+WHERE (e1.page = 'home_page' OR e1.page = 'search_page') AND e2.page = 'checkout_page'
+RETURN u
+
+// Number of users who vsisted home page and checkout page
+MATCH (e1:Entry)<-[r2:VISITED]-(u:User)-[r1:VISITED]->(e2:Entry)
+WHERE e1.page = 'home_page' AND e2.page <> 'checkout_page'
+RETURN count(u)
+
+// Number of users who visited checkout page but not payment confirmation page
+MATCH (u:User)-[:VISITED]->(:Entry { page : 'checkout_page'})
+WHERE NOT (u)-[:VISITED]->(:Entry { page : 'payment_confirmation_page'})
+RETURN count(u)
+
+
+// Grouping page visit's based on different attributes
+// 1. Page
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN e.page as page, count(u) as total_users
+
+// 2. Gender
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN u.gender as gender, count(u) as total_users
+
+// 3. Gender and page
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN u.gender as gender, e.page as page, count(u) as total_users
+
+// 4. Page and device
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN e.page as page, u.device  as platform , count(u) as total_users
+
+// 5. Page and location
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN e.page as page, r.state as state, r.country as country, count(u) as total_users ORDER BY count(u) DESC
+
+// 6. Location wise visits
+MATCH (u:User)-[r:VISITED]->(e:Entry)
+    RETURN r.state as state, r.country as country, count(u) as total_users