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MinimumPrice":169950.0,"Sold_Both_Auction_Private_Treaty_DetailedPosition10Price":285000,"For_Rent_Home_Lease_MedianPrice":320.0,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition80Price":611176,"Auction_Activity_AuctionClearanceRate":null,"SA22016ID":1648,"Sold_Both_Auction_Private_Treaty_DetailedPosition75Price":600000,"Sold_Both_Auction_Private_Treaty_DetailedPriceCalcRecordCount":55,"For_Rent_Home_Lease_EventCount":21,"For_Rent_Home_Lease_GeometricMeanPrice":308.3635,"Sold_Both_Auction_Private_Treaty_DetailedPosition60Price":490000,"Sold_Both_Auction_Private_Treaty_DetailedPosition85Price":750000,"Sold_Both_Auction_Private_Treaty_DetailedPosition45Price":441000,"For_Rent_Home_Lease_MinimumPrice":165.0,"For_Rent_Home_Lease_Position75Price":350,"For_Rent_Home_Lease_DetailedPosition50Price":320,"For_Sale_Both_Auction_Private_Treaty_MaximumPrice":1985000.0,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition60Price":514000,"Auction_Activity_AuctionSoldUnderHammerCount":null,"Sold_Both_Auction_Private_Treaty_DetailedPosition50Price":465000,"Sold_Both_Auction_Private_Treaty_DetailedPosition20Price":330000,"Sold_Both_Auction_Private_Treaty_AveragePrice":513731.8,"For_Rent_Home_Lease_DetailedPosition10Price":225,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition85Price":720000,"Sold_Private_Treaty_DiscountRecordCount":31,"Sold_Both_Auction_Private_Treaty_DetailedPosition90Price":795000,"Sold_Private_Treaty_DaysOnMarketRecordCount":45,"Auction_Activity_AuctionTotalReported":null,"For_Rent_Home_Lease_DetailedPosition90Price":370,"For_Rent_Home_Lease_DetailedPosition20Price":250,"Sold_Both_Auction_Private_Treaty_DetailedPosition15Price":325000,"For_Rent_Home_Lease_DetailedPosition65Price":340,"Gross_Rental_Yield":0.03578494,"Sold_Both_Auction_Private_Treaty_DetailedPosition30Price":405000,"Sold_Both_Auction_Private_Treaty_Position25Price":365000.0,"Auction_Activity_AuctionTotalSold":null,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition15Price":330000,"For_Sale_Both_Auction_Private_Treaty_Position75Price":590000,"Sold_Both_Auction_Private_Treaty_DetailedPosition80Price":600000,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition75Price":590000,"For_Rent_Home_Lease_DetailedPosition80Price":360,"For_Rent_Home_Lease_DetailedPosition45Price":320,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition65Price":533800,"Sold_Both_Auction_Private_Treaty_DetailedPosition40Price":417000,"For_Rent_Home_Lease_AveragePrice":317.381,"Sold_Both_Auction_Private_Treaty_GeometricMeanPrice":469670.1,"For_Rent_Home_Lease_DetailedPosition55Price":330,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition25Price":370000,"Sold_Both_Auction_Private_Treaty_DetailedPosition05Price":235000,"SA22016Name":"Yea","Sold_Both_Auction_Private_Treaty_MedianPrice":465000.0,"For_Rent_Home_Lease_DetailedPosition40Price":320,"Sold_Both_Auction_Private_Treaty_DetailedPosition65Price":515000,"For_Sale_Both_Auction_Private_Treaty_DetailedPriceCalcRecCount":86,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition50Price":470000,"For_Rent_Home_Lease_DetailedPosition95Price":380,"For_Rent_Home_Lease_StandardDeviationPrice":76.10487,"EndDate":"2020-01-30T13:00:00.000+0000","For_Rent_Home_Lease_Position25Price":270,"SA22016Code":204011062,"PropertyCategorisation":"House","DateYear":2020,"Sold_Both_Auction_Private_Treaty_DetailedPosition35Price":410000,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition30Price":385000,"Auction_Activity_AuctionListedCount":null,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition45Price":435000,"Sold_Private_Treaty_AverageDiscount":0.06369554,"Sold_Both_Auction_Private_Treaty_DetailedPosition25Price":365000,"Sold_Both_Auction_Private_Treaty_TotalPrice":2.83E7,"For_Sale_Both_Auction_Private_Treaty_MedianPrice":472500.0,"SA22016Pid":"SA2_16204011062","Sold_Both_Auction_Private_Treaty_MinimumPrice":180000.0,"Sold_Both_Auction_Private_Treaty_PriceCalculationRecordCount":55.0,"Auction_Activity_AuctionPostponedCount":null,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition35Price":410000,"For_Rent_Home_Lease_MaximumPrice":550.0,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition95Price":895000,"For_Sale_Both_Auction_Private_Treaty_GeometricMeanPrice":476552.7,"For_Rent_Home_Lease_DetailedPosition60Price":330,"For_Rent_Home_Lease_TotalPrice":6665.0,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition10Price":310000,"DateMonth":1,"Auction_Activity_AuctionSoldPriorCount":null,"Sold_Both_Auction_Private_Treaty_Position75Price":600000.0,"For_Rent_Home_Lease_DetailedPriceCalculationRecordCount":21,"State":"VIC","For_Rent_Home_Lease_DetailedPosition75Price":350,"For_Sale_Both_Auction_Private_Treaty_DetailedPosition55Price":481176,"Sold_Both_Auction_Private_Treaty_EventCount":56,"Sold_Both_Auction_Private_Treaty_DetailedPosition95Price":930000,"For_Sale_Both_Auction_Private_Treaty_EventCount":87},"id":"apm_sa2_2016_timeseries.fid--4956c171_1718c8f21ff_-3865"}]}
\ No newline at end of file
diff --git a/CouchDB/pull.sh b/CouchDB/pull.sh
new file mode 100644
index 0000000000000000000000000000000000000000..45a4dcd141e019ac091b458c4ac63e090f91ef56
--- /dev/null
+++ b/CouchDB/pull.sh
@@ -0,0 +1,16 @@
+export dbname='test'
+# export dbname='twitter'
+grunt couch-compile
+grunt couch-push
+
+export declare -a nodes=(172.26.133.58 172.26.132.78 172.26.133.15) #NEED TO AUTOMATE
+# export declare -a nodes=($1)
+export user=admin
+export pass=admin
+export masternode=`echo ${nodes} | cut -f1 -d' '`
+
+curl -XGET "http://${user}:${pass}@${masternode}:5984/twitter/
+_design/test/_view/sentcount?reduce=true&group_level=2"
+
+curl -XGET "http://admin:admin@172.26.133.58:5984/test/
+_design/test/_view/sentcount?group_level=1"
\ No newline at end of file
diff --git a/CouchDB/upload.sh b/CouchDB/upload.sh
index 9c4893ce5be86d284756cf845836163ad61cc019..a647e3c874af322347711dbddaf42b9c795b0494 100755
--- a/CouchDB/upload.sh
+++ b/CouchDB/upload.sh
@@ -9,10 +9,10 @@ export declare -a othernodes=`echo ${nodes[@]} | sed s/${masternode}//`
 export size=${#nodes[@]}
 
 # curl -XPUT "http://${user}:${pass}@${masternode}:5984/twitter"
-curl -XPUT "http://${user}:${pass}@${masternode}:5984/richard_data"
+curl -XPUT "http://${user}:${pass}@${masternode}:5984/property-data"
 
 # curl -XPOST "http://${user}:${pass}@${masternode}:5984/twitter/_bulk_docs " --header "Content-Type: application/json" \
 #   --data @../twitter/data.json
 
-curl -XPOST "http://${user}:${pass}@${masternode}:5984/richard_data/_bulk_docs " --header "Content-Type: application/json" \
-  --data @../twitter/richard_data.json
+curl -XPOST "http://${user}:${pass}@${masternode}:5984/property-data/_bulk_docs " --header "Content-Type: application/json" \
+  --data @property-data.json
diff --git a/CouchDB/views/lib/scenario1/map.js b/CouchDB/views/lib/scenario1/map.js
new file mode 100644
index 0000000000000000000000000000000000000000..b0b2410964ca164f709a28e8986eb980bda71a86
--- /dev/null
+++ b/CouchDB/views/lib/scenario1/map.js
@@ -0,0 +1,8 @@
+function (doc) {
+  if(doc.sentiment[0]<0)
+    emit([doc.state,'negative'],1)
+  else if(doc.sentiment[0]>0)
+    emit([doc.state,'positive'],1)  
+  else 
+    emit([doc.state,'neutral'],1)
+}
\ No newline at end of file
diff --git a/CouchDB/views/lib/scenario1/reduce.js b/CouchDB/views/lib/scenario1/reduce.js
new file mode 100644
index 0000000000000000000000000000000000000000..768b109a205530bd2cbc3023d1b3ab36d0528204
--- /dev/null
+++ b/CouchDB/views/lib/scenario1/reduce.js
@@ -0,0 +1 @@
+_count
\ No newline at end of file
diff --git a/ansible/roles/cluster-build/tasks/main.yaml b/ansible/roles/cluster-build/tasks/main.yaml
index 3ce0e3726a5032a7800bd5691725e0f87979f194..3a8e66f6f54280957de181f91a61aa0cb3e4291e 100644
--- a/ansible/roles/cluster-build/tasks/main.yaml
+++ b/ansible/roles/cluster-build/tasks/main.yaml
@@ -27,6 +27,14 @@
   script: ./templates/install.sh
   register: build
 
+- name: Copy local.ini
+  become: yes
+  template:
+    src: local.ini
+    dest: local.ini
+    owner: "{{ ansible_user }}"
+    group: "{{ ansible_user }}"
+
 # - debug: var=build.stdout_lines
 
 # - debug: var=ansible_default_ipv4.address
diff --git a/ansible/roles/cluster-build/templates/local.ini b/ansible/roles/cluster-build/templates/local.ini
new file mode 100644
index 0000000000000000000000000000000000000000..fd0c77ea4f71d2666949204a6539b17cd552cc2d
--- /dev/null
+++ b/ansible/roles/cluster-build/templates/local.ini
@@ -0,0 +1,8 @@
+[cors]
+credentials: true
+headers: accept, authorization, content-type, origin, referer, cache-control,          x-requested-with
+methods: GET,PUT,POST,HEAD,DELETE
+origins: *
+
+[httpd]
+enable_cors = true
\ No newline at end of file
diff --git a/ansible/roles/cluster-build/templates/run.sh b/ansible/roles/cluster-build/templates/run.sh
index c2aae402daa529c8e41af606b131bdc93b6a029e..9d3317479a50dc6213db294a79a78447f32cebf3 100644
--- a/ansible/roles/cluster-build/templates/run.sh
+++ b/ansible/roles/cluster-build/templates/run.sh
@@ -1,4 +1,5 @@
 #!/usr/bin/env bash
+sudo service docker restart
 
 echo "== Set variables =="
 export user=admin
@@ -14,6 +15,11 @@ if [ ! -z $(sudo docker ps -a -q) ]
     sudo docker rm -f $(sudo docker ps -a -q) #REMOVE ALL - DELETE
 fi
 
+if [ ! -z $(sudo docker network ls) ] 
+  then
+    sudo docker network rm -f $(sudo docker network ls) #REMOVE ALL - DELETE
+fi
+
 echo "== Pull image =="
 sudo docker pull ibmcom/couchdb3:${VERSION}
 
@@ -44,6 +50,7 @@ echo "== Start the containers (and wait a bit while they boot): =="
 sudo docker start couchdb${node}
 
 echo "== Change vm.args =="
+sudo docker cp local.ini couchdb${node}:/local.ini
 # for cont in "${conts[@]}"; do sudo docker cp edit-vm.sh couchdb:/edit-vm.sh; done
 # for cont in "${conts[@]}"; do sudo docker exec -u root -it ${cont} chmod u+x edit-vm.sh; done
 echo "cd /opt/couchdb/etc/;echo ${NOOENAME} >> vm.args"
@@ -53,8 +60,16 @@ sudo docker exec -u root -it couchdb${node} /bin/sh -c "export cookie=${cookie};
 sudo docker exec -u root -it couchdb${node} /bin/sh -c "cd /opt/couchdb/etc/;sed -it 's/max 9100/max 9200/g' vm.args;exit"
 # for cont in "${conts[@]}"; do sudo docker exec -u root -it ${cont} bash edit-vm.sh; done
 #sudo docker exec -it couchdb bash
+# sudo docker exec -u root -it couchdb${node} /bin/sh -c "cd /opt/couchdb/etc/;cat /dev/null > local.ini"
+sudo docker exec -u root -it couchdb${node} /bin/sh -c "cd /opt/couchdb/etc/;rm -rf local.ini"
+sudo docker exec -u root -it couchdb${node} /bin/sh -c "mv local.ini /opt/couchdb/etc/;exit"
+
+# sudo docker exec -u root -it couchdb${node} /bin/sh -c "cd /opt/couchdb/etc/;/init.d/couchdb restart"
+
+# curl -X POST http://admin:admin@172.26.133.58:5984/_restart -H "Content-Type: application/json"
 
 #TESTS
 # erl -name couchdb@172.26.132.234 -setcookie 'brumbrum' -kernel inet_dist_listen_min 9100 -kernel inet_dist_listen_max 9100
 # erl -name couchdb@172.26.133.31 -setcookie 'brumbrum' -kernel inet_dist_listen_min 9100 -kernel inet_dist_listen_max 9100
 # net_kernel:connect_node(couchdb@172.26.133.27).
+
diff --git a/twitter/.data.json.icloud b/twitter/.data.json.icloud
deleted file mode 100644
index 314c5864a6828d908853c7faacaeba2f5e557276..0000000000000000000000000000000000000000
Binary files a/twitter/.data.json.icloud and /dev/null differ
diff --git a/twitter/data.json b/twitter/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..c93bff9c0849efe3c86c6e75e75f85aacf825385
--- /dev/null
+++ b/twitter/data.json
@@ -0,0 +1,93531 @@
+{
+  "new_edits": false,
+  "docs": [
+    {
+      "_id": "51f39676462cca21859bd92d8e000f24",
+      "_rev": "1-c9f6dd432eab992ca35ea0e82fa8fa48",
+      "oldid": "4eb37efb3de67c4eca000000",
+      "favorited": false,
+      "in_reply_to_user_id": 85224059,
+      "contributors": null,
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diff --git a/twitter/language/views/useimpact/map.js b/twitter/language/views/useimpact/map.js
deleted file mode 100644
index 37e1fcbec2c9f1601c0e291710449cb85fce4603..0000000000000000000000000000000000000000
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\ No newline at end of file