diff --git a/data/dictionary/Demand.csv b/data/dictionary/Demand.csv
new file mode 100644
index 0000000..7020b53
--- /dev/null
+++ b/data/dictionary/Demand.csv
@@ -0,0 +1 @@
+lemma,poscode,surface
Demand,3,Demand
\ No newline at end of file
diff --git a/data/dictionary/Month+Dictionary_1514309997070.csv b/data/dictionary/Month+Dictionary_1514309997070.csv
new file mode 100644
index 0000000..04c37b7
--- /dev/null
+++ b/data/dictionary/Month+Dictionary_1514309997070.csv
@@ -0,0 +1,13 @@
+"lemma","poscode","surface"
+"January","3","January","Jan","Jan."
+"February","3","February","Feb","Feb."
+"March","3","March","Mar","Mar."
+"April","3","April","Apr","Apr."
+"May","3","May"
+"June","3","June","Jun","Jun."
+"July","3","July","Jul","Jul."
+"August","3","August","Aug","Aug."
+"September","3","September","Sep","Sep.","Sept","Sept."
+"October","3","October","Oct","Oct."
+"November","3","November","Nov","Nov."
+"December","3","December","Dec","Dec."
diff --git a/data/dictionary/Plant.csv b/data/dictionary/Plant.csv
new file mode 100644
index 0000000..c23f799
--- /dev/null
+++ b/data/dictionary/Plant.csv
@@ -0,0 +1,6 @@
+lemma,poscode,surface
+acrylonitrile plant,3,acrylonitrile plant
+plant in Kawasaki,3,"plant in Kawasaki, plant at Kawasaki,Kawasaki plant"
+plant in Niigata,3,"plant in Niigata,plant at Niigata,Mitsubishi Gas Chemical Co. plant, MGC plant"
+BASF plant at Berlin,3,"BASF plant at Berlin,BASF plant"
+Plant,3,"Plant,Plants,plant,plants"
\ No newline at end of file
diff --git a/data/dictionary/PlantDown.csv b/data/dictionary/PlantDown.csv
new file mode 100644
index 0000000..d0b0ff9
--- /dev/null
+++ b/data/dictionary/PlantDown.csv
@@ -0,0 +1 @@
+lemma,poscode,surface
Scheduled Maintenance,3,"Scheduled Maintenance,scheduled maintenance,Maintenance,maintenance,routine maintenance,regular maintenance"
Scheduled Plant Maintenance ,3,Scheduled Plant Maintenance 
Shutdown,3,"Shutdown, shut down"
Scheduled Shutdown,3,"Scheduled Shutdown,scheduled shutdown,scheduled shut down"
\ No newline at end of file
diff --git a/data/dictionary/Price.csv b/data/dictionary/Price.csv
new file mode 100644
index 0000000..3217cb8
--- /dev/null
+++ b/data/dictionary/Price.csv
@@ -0,0 +1 @@
+lemma,poscode,surface
Price,3,"Price,Prices"
\ No newline at end of file
diff --git a/data/dictionary/Product.csv b/data/dictionary/Product.csv
new file mode 100644
index 0000000..555bebb
--- /dev/null
+++ b/data/dictionary/Product.csv
@@ -0,0 +1,7 @@
+lemma,poscode,surface
+Methyl Methacrylate,3,"Methyl Methacrylate,methyl methacrylate,MMA,Methyl Methacrylate(MMA),methyl methacrylate(MMA)"
+polymethyl methacrylate,3,"polymethyl methacrylate,PMMA"
+Downstream,3,"Downstream,downstream polymethyl methacrylate,downstream polymethyl methacrylate(PMMA),downstream (PMMA)"
+Upstream,3,"Upstream,Crude Oil,Crude,crude"
+Petrochemical,3,"Petrochemical,petrochemical"
+Polymethyl Methacrylate,3,"Polymethyl Methacrylate,Polymethyl Methacrylate (PMMA),PMMA"
\ No newline at end of file
diff --git a/data/dictionary/Region.csv b/data/dictionary/Region.csv
new file mode 100644
index 0000000..5023911
--- /dev/null
+++ b/data/dictionary/Region.csv
@@ -0,0 +1,22 @@
+lemma,poscode,surface
+Asia,3,"Asia,Asian"
+Middle East,3,Middle East
+China,3,"China,Chinese"
+Thailand,3,"Thailand,Taiwan"
+Indonesia,3,Indonesia
+India,3,"India,Indian"
+North Asia,3,North Asia
+South East Asia,3,"South East Asia,Southeast Asia,South East"
+Malaysia,3,Malaysia
+South Korea,3,"South Korea,Korean"
+Europe,3,"Europe,European"
+Japan,3,Japan
+America,3,"America,American"
+Africa,3,"Africa,African"
+Canada,3,Canada
+Houston,3,Houston
+Pacific,3,Pacific
+Germany,3,Germany
+Domestic,3,Domestic
+US,3,"US, United States, United States of America"
+UK,3,"UK, United Kingdom,Britian,England"
\ No newline at end of file
diff --git a/data/dictionary/Supplier.csv b/data/dictionary/Supplier.csv
new file mode 100644
index 0000000..85cd352
--- /dev/null
+++ b/data/dictionary/Supplier.csv
@@ -0,0 +1,8 @@
+lemma,poscode,surface
+Mitsubishi,3,"Mitsubishi Chemical,Mitsubishi Chemical"
+INEOS Nitriles,3,INEOS Nitriles
+Asahi Kasei Corp,3,"Asahi Kasei Corp,Asahi Kasei "
+Mitsubishi Gas Chemical Co.,3,"Mitsubishi Gas Chemical Co.,Mitsubishi Gas Chemical Co (MGC)"
+BASF,3,BASF
+Spot,3,"Spot,spot"
+Producer,3,"Producer,producer"
\ No newline at end of file
diff --git a/data/dictionary/Supply.csv b/data/dictionary/Supply.csv
new file mode 100644
index 0000000..fbe9dae
--- /dev/null
+++ b/data/dictionary/Supply.csv
@@ -0,0 +1 @@
+lemma,poscode,surface
Supply,3,"Supply,supply"
\ No newline at end of file
diff --git a/doc/procurement.mp4.zip b/doc/procurement.mp4.zip
new file mode 100644
index 0000000..d5900e2
Binary files /dev/null and b/doc/procurement.mp4.zip differ