diff --git a/predihood/classes/.~lock.manual_assessment.csv# b/predihood/classes/.~lock.manual_assessment.csv#
deleted file mode 100644
index ba7f48ed5a7452abeb757bc2086fd7fbfa9ed851..0000000000000000000000000000000000000000
--- a/predihood/classes/.~lock.manual_assessment.csv#
+++ /dev/null
@@ -1 +0,0 @@
-,nelly,MacBook-Pro.local,24.10.2020 14:06,file:///Users/nelly/Library/Application%20Support/LibreOffice/4;
\ No newline at end of file
diff --git a/predihood/classes/Data.py b/predihood/classes/Data.py
index 4b10e796110f2ccf9a6e663a6014841e3d094a55..9fa3eed22c08ae5a634929445f5c29b1ec9b7f35 100644
--- a/predihood/classes/Data.py
+++ b/predihood/classes/Data.py
@@ -10,7 +10,7 @@ from area import area
 from predihood import model
 from predihood.cleaning import clean
 from predihood.config import FILE_CLEANED_DATA, FOLDER_DATASETS, ENVIRONMENT_VARIABLES, FILE_GROUPING, NEW_PREFIX, \
-    OLD_PREFIX, FILE_MANUAL_ASSESSMENT
+    OLD_PREFIX, FILE_MANUAL_ASSESSMENT, FILE_MANUAL_ASSESSMENT_EXPERTS
 from predihood.utility_functions import address_to_code, append_indicator, append_target
 
 log = logging.getLogger(__name__)
@@ -87,6 +87,7 @@ class Data:
                 if self.filtering: self.apply_filtering()
             else:
                 self.read()
+        print(len(self.data))
 
     def read(self):
         """
@@ -313,8 +314,10 @@ class Data:
 
     def add_manually_assessed_iris(self):
         print("ADD MANUAL ASSESSMENT")
-        manually_assessed_iris = pd.read_csv(FILE_MANUAL_ASSESSMENT, header=0)
+        manually_assessed_iris = pd.read_csv(FILE_MANUAL_ASSESSMENT_EXPERTS, header=0)
+        print(len(self.data))
         self.data = self.data.append(manually_assessed_iris)
+        print(len(self.data))
         self.data["CODE"] = self.data["CODE"].astype(str)
         self.data.sort_values("CODE", inplace=True)
         self.fill_missing_values("median")
diff --git a/predihood/classes/iris-expertises-Fabien.csv b/predihood/classes/iris-expertises-Fabien.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67449068a9d73fb1c3b9db8fd3ae93b9d5fbe941
--- /dev/null
+++ b/predihood/classes/iris-expertises-Fabien.csv
@@ -0,0 +1,37 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+594780000,Houses,Housing,Countryside,Rural,North,Lower middle
+622130000,Houses,Housing,Countryside,Rural,North-East,Lower middle
+620010000,Houses,Housing,Countryside,Rural,North-East,Middle
+628010000,Houses,Housing,Countryside,Rural,North-East,Middle
+596650000,Houses,Housing,Countryside,Rural,North,Lower middle
+620410801,Mixed,Housing,Urban,Central,Centre,Upper middle
+626090000,Houses,Housing,Countryside,Rural,South,Lower middle
+627440000,Mixed,Housing,Forest,Peri-urban,South-East,Lower middle
+620410401,Mixed,Other activities,Forest,Urban,East,Middle
+141181601,Mixed,Other activities,Urban,Urban,Centre,Middle
+141181501,Mixed,Housing,Green areas,Urban,West,Lower
+144370106,Mixed,Other activities,Urban,Peri-urban,West,Middle
+143270101,Mixed,Other activities,Forest,Peri-urban,South-West,Middle
+141181201,Mixed,Other activities,Green areas,Urban,South,Lower middle
+141180201,Towers,Shopping,Urban,Central,Centre,Upper middle
+141180402,Towers,Other activities,Forest,Peri-urban,North-East,Middle
+141180102,Towers,Other activities,Green areas,Urban,Centre,Upper middle
+141180202,Mixed,Housing,Urban,Urban,Centre,Upper middle
+693860103,Houses,Housing,Green areas,Urban,South,Upper
+141182004,Towers,Shopping,Green areas,Urban,South,Lower middle
+141182006,Mixed,Housing,Green areas,Urban,South,Middle
+141182007,Towers,Housing,Green areas,Urban,South-East,Lower middle
+141181404,Towers,Other activities,Green areas,Urban,South,Middle
+141010000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+143830000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+144880101,Houses,Housing,Forest,Urban,South-West,Middle
+144880104,Houses,Housing,Green areas,Urban,South-West,Lower middle
+144880103,Houses,Housing,Green areas,Urban,South-West,Lower middle
+143650000,Houses,Housing,Countryside,Rural,South,Lower middle
+144070000,Houses,Housing,Countryside,Rural,South,Middle
+143270401,Towers,Shopping,Green areas,Urban,South-East,Lower
+143270102,Mixed,Housing,Green areas,Urban,South-East,Middle
+143270201,Housing estates,Housing,Urban,Urban,South-East,Lower
+143270302,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270602,Housing estates,Housing,Green areas,Urban,South-East,Lower
+143270603,Towers,Shopping,Urban,Urban,South-East,Lower middle
diff --git a/predihood/classes/iris-expertises-Fabien2.csv b/predihood/classes/iris-expertises-Fabien2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dc7c9d54e8596fc8549e9b31e3a3c4087e982c9
--- /dev/null
+++ b/predihood/classes/iris-expertises-Fabien2.csv
@@ -0,0 +1,65 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+141010000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+141180102,Towers,Other activities,Green areas,Urban,Centre,Upper middle
+141180201,Towers,Shopping,Urban,Central,Centre,Upper middle
+141180202,Mixed,Housing,Urban,Urban,Centre,Upper middle
+141180402,Towers,Other activities,Forest,Peri-urban,North-East,Middle
+141181201,Mixed,Other activities,Green areas,Urban,South,Lower middle
+141181404,Towers,Other activities,Green areas,Urban,South,Middle
+141181501,Mixed,Housing,Green areas,Urban,West,Lower
+141181601,Mixed,Other activities,Urban,Urban,Centre,Middle
+141182004,Towers,Shopping,Green areas,Urban,South,Lower middle
+141182006,Mixed,Housing,Green areas,Urban,South,Middle
+141182007,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270101,Mixed,Other activities,Forest,Peri-urban,South-West,Middle
+143270102,Mixed,Housing,Green areas,Urban,South-East,Middle
+143270201,Housing estates,Housing,Urban,Urban,South-East,Lower
+143270302,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270401,Towers,Shopping,Green areas,Urban,South-East,Lower
+143270602,Housing estates,Housing,Green areas,Urban,South-East,Lower
+143270603,Towers,Shopping,Urban,Urban,South-East,Lower middle
+143650000,Houses,Housing,Countryside,Rural,South,Lower middle
+143830000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+144070000,Houses,Housing,Countryside,Rural,South,Middle
+144370106,Mixed,Other activities,Urban,Peri-urban,West,Middle
+144880101,Houses,Housing,Forest,Urban,South-West,Middle
+144880103,Houses,Housing,Green areas,Urban,South-West,Lower middle
+144880104,Houses,Housing,Green areas,Urban,South-West,Lower middle
+173060101,Mixed,Housing,Green areas,Urban,South,Upper middle
+173060102,Mixed,Housing,Green areas,Urban,South,Upper middle
+340230101,Mixed,Housing,Green areas,Peri-urban,West,Middle
+341450101,Mixed,Shopping,Urban,Urban,South,Upper middle
+341540105,Housing subdivisions,Housing,Urban,Urban,Centre,Upper middle
+430480000,Houses,Housing,Countryside,Rural,Centre,Lower middle
+594780000,Houses,Housing,Countryside,Rural,North,Lower middle
+596650000,Houses,Housing,Countryside,Rural,North,Lower middle
+620010000,Houses,Housing,Countryside,Rural,North-East,Middle
+620410401,Mixed,Other activities,Forest,Urban,East,Middle
+620410801,Mixed,Housing,Urban,Central,Centre,Upper middle
+622130000,Houses,Housing,Countryside,Rural,North-East,Lower middle
+626090000,Houses,Housing,Countryside,Rural,South,Lower middle
+627440000,Mixed,Housing,Forest,Peri-urban,South-East,Lower middle
+628010000,Houses,Housing,Countryside,Rural,North-East,Middle
+631950000,Houses,Housing,Forest,Rural,Centre,Middle
+690340104,Mixed,Housing,Urban,Central,Centre,Upper middle
+690440000,Houses,Housing,Green areas,Peri-urban,West,Upper
+690690103,Mixed,Shopping,Urban,Urban,Centre,Middle
+690760000,Houses,Housing,Forest,Peri-urban,West,Upper
+691940101,Houses,Housing,Forest,Peri-urban,West,Upper
+691940102,Houses,Housing,Forest,Peri-urban,West,Upper
+692440201,Houses,Housing,Green areas,Peri-urban,West,Upper middle
+692440202,Mixed,Shopping,Urban,Peri-urban,East,Middle
+692500000,Houses,Housing,Forest,Peri-urban,West,Upper middle
+692660201,Mixed,Other activities,Green areas,Central,East,Lower middle
+692660302,Towers,Housing,Urban,Central,East,Lower
+692660403,Towers,Housing,Urban,Urban,Centre,Lower
+692660502,Towers,Shopping,Urban,Central,North,Lower
+692661802,Towers,Housing,Urban,Central,East,Lower
+693820204,Mixed,Shopping,Urban,Central,Centre,Upper
+693830301,Towers,Other activities,Urban,Central,Centre,Middle
+693860103,Houses,Housing,Green areas,Urban,South,Upper
+693870704,Towers,Housing,Urban,Central,Centre,Lower middle
+740100202,Mixed,Shopping,Green areas,Peri-urban,South,Middle
+751010105,Houses,Other activities,Green areas,Urban,Centre,Upper
+913770113,Mixed,Other activities,Urban,Central,Centre,Middle
+914770107,Mixed,Other activities,Forest,Peri-urban,East,Middle
diff --git a/predihood/classes/iris-expertises-FabienFranck.csv b/predihood/classes/iris-expertises-FabienFranck.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc0602e0b5eb15ed16ec1a519cfb4148012a2cb2
--- /dev/null
+++ b/predihood/classes/iris-expertises-FabienFranck.csv
@@ -0,0 +1,116 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+141010000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+141180102,Towers,Other activities,Green areas,Urban,Centre,Upper middle
+141180201,Towers,Shopping,Urban,Central,Centre,Upper middle
+141180202,Mixed,Housing,Urban,Urban,Centre,Upper middle
+141180402,Towers,Other activities,Forest,Peri-urban,North-East,Middle
+141181201,Mixed,Other activities,Green areas,Urban,South,Lower middle
+141181404,Towers,Other activities,Green areas,Urban,South,Middle
+141181501,Mixed,Housing,Green areas,Urban,West,Lower
+141181601,Mixed,Other activities,Urban,Urban,Centre,Middle
+141182004,Towers,Shopping,Green areas,Urban,South,Lower middle
+141182006,Mixed,Housing,Green areas,Urban,South,Middle
+141182007,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270101,Mixed,Other activities,Forest,Peri-urban,South-West,Middle
+143270102,Mixed,Housing,Green areas,Urban,South-East,Middle
+143270201,Housing estates,Housing,Urban,Urban,South-East,Lower
+143270302,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270401,Towers,Shopping,Green areas,Urban,South-East,Lower
+143270602,Housing estates,Housing,Green areas,Urban,South-East,Lower
+143270603,Towers,Shopping,Urban,Urban,South-East,Lower middle
+143650000,Houses,Housing,Countryside,Rural,South,Lower middle
+143830000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+144070000,Houses,Housing,Countryside,Rural,South,Middle
+144370106,Mixed,Other activities,Urban,Peri-urban,West,Middle
+144880101,Houses,Housing,Forest,Urban,South-West,Middle
+144880103,Houses,Housing,Green areas,Urban,South-West,Lower middle
+144880104,Houses,Housing,Green areas,Urban,South-West,Lower middle
+173060101,Mixed,Housing,Green areas,Urban,South,Upper middle
+173060102,Mixed,Housing,Green areas,Urban,South,Upper middle
+340230101,Mixed,Housing,Green areas,Peri-urban,West,Middle
+341450101,Mixed,Shopping,Urban,Urban,South,Upper middle
+341540105,Housing subdivisions,Housing,Urban,Urban,Centre,Upper middle
+430480000,Houses,Housing,Countryside,Rural,Centre,Lower middle
+594780000,Houses,Housing,Countryside,Rural,North,Lower middle
+596650000,Houses,Housing,Countryside,Rural,North,Lower middle
+620010000,Houses,Housing,Countryside,Rural,North-East,Middle
+620410401,Mixed,Other activities,Forest,Urban,East,Middle
+620410801,Mixed,Housing,Urban,Central,Centre,Upper middle
+622130000,Houses,Housing,Countryside,Rural,North-East,Lower middle
+626090000,Houses,Housing,Countryside,Rural,South,Lower middle
+627440000,Mixed,Housing,Forest,Peri-urban,South-East,Lower middle
+628010000,Houses,Housing,Countryside,Rural,North-East,Middle
+631950000,Houses,Housing,Forest,Rural,Centre,Middle
+690340104,Mixed,Housing,Urban,Central,Centre,Upper middle
+690440000,Houses,Housing,Green areas,Peri-urban,West,Upper
+690690103,Mixed,Shopping,Urban,Urban,Centre,Middle
+690760000,Houses,Housing,Forest,Peri-urban,West,Upper
+691940101,Houses,Housing,Forest,Peri-urban,West,Upper
+691940102,Houses,Housing,Forest,Peri-urban,West,Upper
+692440201,Houses,Housing,Green areas,Peri-urban,West,Upper middle
+692440202,Mixed,Shopping,Urban,Peri-urban,East,Middle
+692500000,Houses,Housing,Forest,Peri-urban,West,Upper middle
+692660201,Mixed,Other activities,Green areas,Central,East,Lower middle
+692660302,Towers,Housing,Urban,Central,East,Lower
+692660403,Towers,Housing,Urban,Urban,Centre,Lower
+692660502,Towers,Shopping,Urban,Central,North,Lower
+692661802,Towers,Housing,Urban,Central,East,Lower
+693820204,Mixed,Shopping,Urban,Central,Centre,Upper
+693830301,Towers,Other activities,Urban,Central,Centre,Middle
+693860103,Houses,Housing,Green areas,Urban,South,Upper
+693870704,Towers,Housing,Urban,Central,Centre,Lower middle
+740100202,Mixed,Shopping,Green areas,Peri-urban,South,Middle
+751010105,Houses,Other activities,Green areas,Urban,Centre,Upper
+913770113,Mixed,Other activities,Urban,Central,Centre,Middle
+914770107,Mixed,Other activities,Forest,Peri-urban,East,Middle
+410180101,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180201,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410180301,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180602,Houses,Housing,Green areas,Peri-urban,West,Middle
+410180701,Housing subdivisions,Housing,Forest,Peri-urban,East,Upper
+410180801,Houses,Housing,Green areas,Peri-urban,East,Middle
+410180901,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181001,Houses,Housing,Green areas,Peri-urban,East,Middle
+410181101,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410181102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181201,Houses,Housing,Green areas,Peri-urban,North-West,Middle
+410181202,Houses,Housing,Countryside,Peri-urban,North,Middle
+412120000,Houses,Housing,Countryside,Peri-urban,North-West,Middle
+422180102,Towers,Shopping,Urban,Central,Centre,Upper middle
+422180103,Towers,Shopping,Urban,Central,Centre,Upper
+422181304,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422181501,Towers,Shopping,Urban,Central,Centre,Middle
+422181502,Towers,Shopping,Urban,Central,Centre,Middle
+422182001,Mixed,Housing,Urban,Peri-urban,West,Lower middle
+422182002,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422182003,Housing estates,Housing,Green areas,Peri-urban,West,Lower middle
+422182005,Mixed,Housing,Green areas,Peri-urban,West,Lower middle
+690910102,Housing estates,Housing,Green areas,Peri-urban,North,Lower
+690910201,Houses,Housing,Urban,Urban,North,Lower
+690910202,Mixed,Other activities,Urban,Urban,North,Lower
+691360000,Mixed,Housing,Countryside,Rural,North,Middle
+691790000,Houses,Housing,Countryside,Rural,North,Middle
+692590104,Houses,Housing,Urban,Peri-urban,South-West,Lower middle
+692590301,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590302,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590303,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590402,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590403,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590501,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590502,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+693810101,Towers,Shopping,Urban,Central,Centre,Upper
+693820101,Towers,Shopping,Urban,Central,Centre,Upper
+693820102,Towers,Shopping,Urban,Central,Centre,Upper
+693860301,Towers,Housing,Urban,Central,Centre,Upper
+693860401,Towers,Housing,Urban,Central,Centre,Upper
+693860402,Towers,Shopping,Urban,Central,Centre,Upper
+693860403,Towers,Shopping,Urban,Central,Centre,Upper
+693860501,Towers,Housing,Urban,Central,Centre,Upper
+693860502,Towers,Housing,Urban,Central,Centre,Upper
+693860503,Towers,Housing,Urban,Central,Centre,Upper
+693880101,Towers,Shopping,Urban,Central,Centre,Upper middle
+693880102,Towers,Housing,Urban,Central,Centre,Upper middle
+693880203,Towers,Shopping,Urban,Central,Centre,Upper
+693890606,Housing estates,Housing,Green areas,Peri-urban,East,Lower
+693890607,Housing estates,Housing,Urban,Peri-urban,East,Lower
diff --git a/predihood/classes/iris-expertises-FabienFranckNelly.csv b/predihood/classes/iris-expertises-FabienFranckNelly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07ee64d9552b55daa911c55bc2a064f60092cc6e
--- /dev/null
+++ b/predihood/classes/iris-expertises-FabienFranckNelly.csv
@@ -0,0 +1,118 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+141010000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+141180102,Towers,Other activities,Green areas,Urban,Centre,Upper middle
+141180201,Towers,Shopping,Urban,Central,Centre,Upper middle
+141180202,Mixed,Housing,Urban,Urban,Centre,Upper middle
+141180402,Towers,Other activities,Forest,Peri-urban,North-East,Middle
+141181201,Mixed,Other activities,Green areas,Urban,South,Lower middle
+141181404,Towers,Other activities,Green areas,Urban,South,Middle
+141181501,Mixed,Housing,Green areas,Urban,West,Lower
+141181601,Mixed,Other activities,Urban,Urban,Centre,Middle
+141182004,Towers,Shopping,Green areas,Urban,South,Lower middle
+141182006,Mixed,Housing,Green areas,Urban,South,Middle
+141182007,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270101,Mixed,Other activities,Forest,Peri-urban,South-West,Middle
+143270102,Mixed,Housing,Green areas,Urban,South-East,Middle
+143270201,Housing estates,Housing,Urban,Urban,South-East,Lower
+143270302,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270401,Towers,Shopping,Green areas,Urban,South-East,Lower
+143270602,Housing estates,Housing,Green areas,Urban,South-East,Lower
+143270603,Towers,Shopping,Urban,Urban,South-East,Lower middle
+143650000,Houses,Housing,Countryside,Rural,South,Lower middle
+143830000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+144070000,Houses,Housing,Countryside,Rural,South,Middle
+144370106,Mixed,Other activities,Urban,Peri-urban,West,Middle
+144880101,Houses,Housing,Forest,Urban,South-West,Middle
+144880103,Houses,Housing,Green areas,Urban,South-West,Lower middle
+144880104,Houses,Housing,Green areas,Urban,South-West,Lower middle
+173060101,Mixed,Housing,Green areas,Urban,South,Upper middle
+173060102,Mixed,Housing,Green areas,Urban,South,Upper middle
+340230101,Mixed,Housing,Green areas,Peri-urban,West,Middle
+341450101,Mixed,Shopping,Urban,Urban,South,Upper middle
+341540105,Housing subdivisions,Housing,Urban,Urban,Centre,Upper middle
+430480000,Houses,Housing,Countryside,Rural,Centre,Lower middle
+594780000,Houses,Housing,Countryside,Rural,North,Lower middle
+596650000,Houses,Housing,Countryside,Rural,North,Lower middle
+620010000,Houses,Housing,Countryside,Rural,North-East,Middle
+620410401,Mixed,Other activities,Forest,Urban,East,Middle
+620410801,Mixed,Housing,Urban,Central,Centre,Upper middle
+622130000,Houses,Housing,Countryside,Rural,North-East,Lower middle
+626090000,Houses,Housing,Countryside,Rural,South,Lower middle
+627440000,Mixed,Housing,Forest,Peri-urban,South-East,Lower middle
+628010000,Houses,Housing,Countryside,Rural,North-East,Middle
+631950000,Houses,Housing,Forest,Rural,Centre,Middle
+690340104,Mixed,Housing,Urban,Central,Centre,Upper middle
+690440000,Houses,Housing,Green areas,Peri-urban,West,Upper
+690690103,Mixed,Shopping,Urban,Urban,Centre,Middle
+690760000,Houses,Housing,Forest,Peri-urban,West,Upper
+691940101,Houses,Housing,Forest,Peri-urban,West,Upper
+691940102,Houses,Housing,Forest,Peri-urban,West,Upper
+692440201,Houses,Housing,Green areas,Peri-urban,West,Upper middle
+692440202,Mixed,Shopping,Urban,Peri-urban,East,Middle
+692500000,Houses,Housing,Forest,Peri-urban,West,Upper middle
+692660201,Mixed,Other activities,Green areas,Central,East,Lower middle
+692660302,Towers,Housing,Urban,Central,East,Lower
+692660403,Towers,Housing,Urban,Urban,Centre,Lower
+692660502,Towers,Shopping,Urban,Central,North,Lower
+692661802,Towers,Housing,Urban,Central,East,Lower
+693820204,Mixed,Shopping,Urban,Central,Centre,Upper
+693830301,Towers,Other activities,Urban,Central,Centre,Middle
+693860103,Houses,Housing,Green areas,Urban,South,Upper
+693870704,Towers,Housing,Urban,Central,Centre,Lower middle
+740100202,Mixed,Shopping,Green areas,Peri-urban,South,Middle
+751010105,Houses,Other activities,Green areas,Urban,Centre,Upper
+913770113,Mixed,Other activities,Urban,Central,Centre,Middle
+914770107,Mixed,Other activities,Forest,Peri-urban,East,Middle
+410180101,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180201,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410180301,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180602,Houses,Housing,Green areas,Peri-urban,West,Middle
+410180701,Housing subdivisions,Housing,Forest,Peri-urban,East,Upper
+410180801,Houses,Housing,Green areas,Peri-urban,East,Middle
+410180901,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181001,Houses,Housing,Green areas,Peri-urban,East,Middle
+410181101,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410181102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181201,Houses,Housing,Green areas,Peri-urban,North-West,Middle
+410181202,Houses,Housing,Countryside,Peri-urban,North,Middle
+412120000,Houses,Housing,Countryside,Peri-urban,North-West,Middle
+422180102,Towers,Shopping,Urban,Central,Centre,Upper middle
+422180103,Towers,Shopping,Urban,Central,Centre,Upper
+422181304,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422181501,Towers,Shopping,Urban,Central,Centre,Middle
+422181502,Towers,Shopping,Urban,Central,Centre,Middle
+422182001,Mixed,Housing,Urban,Peri-urban,West,Lower middle
+422182002,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422182003,Housing estates,Housing,Green areas,Peri-urban,West,Lower middle
+422182005,Mixed,Housing,Green areas,Peri-urban,West,Lower middle
+690910102,Housing estates,Housing,Green areas,Peri-urban,North,Lower
+690910201,Houses,Housing,Urban,Urban,North,Lower
+690910202,Mixed,Other activities,Urban,Urban,North,Lower
+691360000,Mixed,Housing,Countryside,Rural,North,Middle
+691790000,Houses,Housing,Countryside,Rural,North,Middle
+692590104,Houses,Housing,Urban,Peri-urban,South-West,Lower middle
+692590301,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590302,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590303,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590402,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590403,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590501,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590502,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+693810101,Towers,Shopping,Urban,Central,Centre,Upper
+693820101,Towers,Shopping,Urban,Central,Centre,Upper
+693820102,Towers,Shopping,Urban,Central,Centre,Upper
+693860301,Towers,Housing,Urban,Central,Centre,Upper
+693860401,Towers,Housing,Urban,Central,Centre,Upper
+693860402,Towers,Shopping,Urban,Central,Centre,Upper
+693860403,Towers,Shopping,Urban,Central,Centre,Upper
+693860501,Towers,Housing,Urban,Central,Centre,Upper
+693860502,Towers,Housing,Urban,Central,Centre,Upper
+693860503,Towers,Housing,Urban,Central,Centre,Upper
+693880101,Towers,Shopping,Urban,Central,Centre,Upper middle
+693880102,Towers,Housing,Urban,Central,Centre,Upper middle
+693880203,Towers,Shopping,Urban,Central,Centre,Upper
+693890606,Housing estates,Housing,Green areas,Peri-urban,East,Lower
+693890607,Housing estates,Housing,Urban,Peri-urban,East,Lower
+31020000,Houses,Housing,Forest,Peri-urban,East,Middle
+13800000,Houses,Housing,Countryside,Rural,Centre,Lower middle
diff --git a/predihood/classes/iris-expertises-Franck.csv b/predihood/classes/iris-expertises-Franck.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef6fe42c5b3663205255e5a2d543e11173960d8a
--- /dev/null
+++ b/predihood/classes/iris-expertises-Franck.csv
@@ -0,0 +1,52 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+410180101,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180201,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410180301,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180602,Houses,Housing,Green areas,Peri-urban,West,Middle
+410180701,Housing subdivisions,Housing,Forest,Peri-urban,East,Upper
+410180801,Houses,Housing,Green areas,Peri-urban,East,Middle
+410180901,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181001,Houses,Housing,Green areas,Peri-urban,East,Middle
+410181101,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410181102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181201,Houses,Housing,Green areas,Peri-urban,North-West,Middle
+410181202,Houses,Housing,Countryside,Peri-urban,North,Middle
+412120000,Houses,Housing,Countryside,Peri-urban,North-West,Middle
+422180102,Towers,Shopping,Urban,Central,Centre,Upper middle
+422180103,Towers,Shopping,Urban,Central,Centre,Upper
+422181304,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422181501,Towers,Shopping,Urban,Central,Centre,Middle
+422181502,Towers,Shopping,Urban,Central,Centre,Middle
+422182001,Mixed,Housing,Urban,Peri-urban,West,Lower middle
+422182002,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422182003,Housing estates,Housing,Green areas,Peri-urban,West,Lower middle
+422182005,Mixed,Housing,Green areas,Peri-urban,West,Lower middle
+690910102,Housing estates,Housing,Green areas,Peri-urban,North,Lower
+690910201,Houses,Housing,Urban,Urban,North,Lower
+690910202,Mixed,Other activities,Urban,Urban,North,Lower
+691360000,Mixed,Housing,Countryside,Rural,North,Middle
+691790000,Houses,Housing,Countryside,Rural,North,Middle
+692590104,Houses,Housing,Urban,Peri-urban,South-West,Lower middle
+692590301,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590302,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590303,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590402,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590403,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590501,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590502,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+693810101,Towers,Shopping,Urban,Central,Centre,Upper
+693820101,Towers,Shopping,Urban,Central,Centre,Upper
+693820102,Towers,Shopping,Urban,Central,Centre,Upper
+693860301,Towers,Housing,Urban,Central,Centre,Upper
+693860401,Towers,Housing,Urban,Central,Centre,Upper
+693860402,Towers,Shopping,Urban,Central,Centre,Upper
+693860403,Towers,Shopping,Urban,Central,Centre,Upper
+693860501,Towers,Housing,Urban,Central,Centre,Upper
+693860502,Towers,Housing,Urban,Central,Centre,Upper
+693860503,Towers,Housing,Urban,Central,Centre,Upper
+693880101,Towers,Shopping,Urban,Central,Centre,Upper middle
+693880102,Towers,Housing,Urban,Central,Centre,Upper middle
+693880203,Towers,Shopping,Urban,Central,Centre,Upper
+693890606,Housing estates,Housing,Green areas,Peri-urban,East,Lower
+693890607,Housing estates,Housing,Urban,Peri-urban,East,Lower
diff --git a/predihood/classes/iris-expertises-Nelly.csv b/predihood/classes/iris-expertises-Nelly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..172610efcccf4b8ff4da6fa5d26efaaaf7e91e6d
--- /dev/null
+++ b/predihood/classes/iris-expertises-Nelly.csv
@@ -0,0 +1,31 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
+692440201,Houses,Housing,Green areas,Peri-urban,West,Upper middle
+690760000,Houses,Housing,Forest,Peri-urban,West,Upper
+31020000,Houses,Housing,Forest,Peri-urban,East,Middle
+692661802,Towers,Housing,Urban,Central,East,Lower
+692660302,Towers,Housing,Urban,Central,East,Lower
+692660201,Mixed,Other activities,Green areas,Central,East,Lower middle
+692440202,Mixed,Shopping,Urban,Peri-urban,East,Middle
+693830301,Towers,Other activities,Urban,Central,Centre,Middle
+693820204,Mixed,Shopping,Urban,Central,Centre,Upper
+631950000,Houses,Housing,Forest,Rural,Centre,Middle
+690440000,Houses,Housing,Green areas,Peri-urban,West,Upper
+693870704,Towers,Housing,Urban,Central,Centre,Lower middle
+430480000,Houses,Housing,Countryside,Rural,Centre,Lower middle
+341540105,Housing subdivisions,Housing,Urban,Urban,Centre,Upper middle
+914770107,Mixed,Other activities,Forest,Peri-urban,East,Middle
+913770113,Mixed,Other activities,Urban,Central,Centre,Middle
+173060102,Mixed,Housing,Green areas,Urban,South,Upper middle
+173060101,Mixed,Housing,Green areas,Urban,South,Upper middle
+341450101,Mixed,Shopping,Urban,Urban,South,Upper middle
+340230101,Mixed,Housing,Green areas,Peri-urban,West,Middle
+740100202,Mixed,Shopping,Green areas,Peri-urban,South,Middle
+751010105,Houses,Other activities,Green areas,Urban,Centre,Upper
+692660502,Towers,Shopping,Urban,Central,North,Lower
+692660403,Towers,Housing,Urban,Urban,Centre,Lower
+690340104,Mixed,Housing,Urban,Central,Centre,Upper middle
+691940102,Houses,Housing,Forest,Peri-urban,West,Upper
+691940101,Houses,Housing,Forest,Peri-urban,West,Upper
+692500000,Houses,Housing,Forest,Peri-urban,West,Upper middle
+690690103,Mixed,Shopping,Urban,Urban,Centre,Middle
+13800000,Houses,Housing,Countryside,Rural,Centre,Lower middle
diff --git a/predihood/classes/manual_assessment.csv b/predihood/classes/manual_assessment.csv
index 7a3c43a80587172e8fb86ab4184a73be65c2d3cf..905738e2fe998b8b169bb86e32005996a2276853 100644
--- a/predihood/classes/manual_assessment.csv
+++ b/predihood/classes/manual_assessment.csv
@@ -1,10 +1,136 @@
 CODE,AREA,DENSITY,P14_POP,P14_POP0002,P14_POP0305,P14_POP0610,P14_POP1117,P14_POP1824,P14_POP2539,P14_POP4054,P14_POP5564,P14_POP6579,P14_POP80P,P14_POP0014,P14_POP1529,P14_POP3044,P14_POP4559,P14_POP6074,P14_POP75P,P14_POP0019,P14_POP2064,P14_POP65P,P14_POPH,P14_H0014,P14_H1529,P14_H3044,P14_H4559,P14_H6074,P14_H75P,P14_H0019,P14_H2064,P14_H65P,P14_POPF,P14_F0014,P14_F1529,P14_F3044,P14_F4559,P14_F6074,P14_F75P,P14_F0019,P14_F2064,P14_F65P,C14_POP15P,C14_POP15P_CS1,C14_POP15P_CS2,C14_POP15P_CS3,C14_POP15P_CS4,C14_POP15P_CS5,C14_POP15P_CS6,C14_POP15P_CS7,C14_POP15P_CS8,C14_H15P,C14_H15P_CS1,C14_H15P_CS2,C14_H15P_CS3,C14_H15P_CS4,C14_H15P_CS5,C14_H15P_CS6,C14_H15P_CS7,C14_H15P_CS8,C14_F15P,C14_F15P_CS1,C14_F15P_CS2,C14_F15P_CS3,C14_F15P_CS4,C14_F15P_CS5,C14_F15P_CS6,C14_F15P_CS7,C14_F15P_CS8,P14_POP_FR,P14_POP_ETR,P14_POP_IMM,P14_PMEN,P14_PHORMEN,P14_LOG,P14_RP,P14_RSECOCC,P14_LOGVAC,P14_MAISON,P14_APPART,P14_RP_1P,P14_RP_2P,P14_RP_3P,P14_RP_4P,P14_RP_5PP,P14_NBPI_RP,P14_RPMAISON,P14_NBPI_RPMAISON,P14_RPAPPART,P14_NBPI_RPAPPART,P14_RP_M30M2,P14_RP_3040M2,P14_RP_4060M2,P14_RP_6080M2,P14_RP_80100M2,P14_RP_100120M2,P14_RP_120M2P,P14_RP_ACHTOT,P14_RP_ACH19,P14_RP_ACH45,P14_RP_ACH70,P14_RP_ACH90,P14_RP_ACH05,P14_RP_ACH11,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH19,P14_RPMAISON_ACH45,P14_RPMAISON_ACH70,P14_RPMAISON_ACH90,P14_RPMAISON_ACH05,P14_RPMAISON_ACH11,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH19,P14_RPAPPART_ACH45,P14_RPAPPART_ACH70,P14_RPAPPART_ACH90,P14_RPAPPART_ACH05,P14_RPAPPART_ACH11,P14_MEN,P14_MEN_ANEM0002,P14_MEN_ANEM0204,P14_MEN_ANEM0509,P14_MEN_ANEM10P,P14_PMEN_ANEM0002,P14_PMEN_ANEM0204,P14_PMEN_ANEM0509,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0204,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,P14_RP_PROP,P14_RP_LOC,P14_RP_LOCHLMV,P14_RP_GRAT,P14_NPER_RP,P14_NPER_RP_PROP,P14_NPER_RP_LOC,P14_NPER_RP_LOCHLMV,P14_NPER_RP_GRAT,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_ANEM_RP_LOC,P14_ANEM_RP_LOCHLMV,P14_ANEM_RP_GRAT,P14_RP_SDB,P14_RP_CCCOLL,P14_RP_CCIND,P14_RP_CINDELEC,P14_RP_ELEC,P14_RP_EAUCH,P14_RP_BDWC,P14_RP_CHOS,P14_RP_CLIM,P14_RP_TTEGOU,P14_RP_GARL,P14_RP_VOIT1P,P14_RP_VOIT1,P14_RP_VOIT2P,NB_B101,NB_B102,NB_B103,NB_B201,NB_B202,NB_B203,NB_B204,NB_B205,NB_B206,NB_B301,NB_B302,NB_B303,NB_B304,NB_B305,NB_B306,NB_B307,NB_B308,NB_B309,NB_B310,NB_B311,NB_B312,NB_B313,NB_B315,NB_B316,DEC_PIMP14,DEC_TP6014,DEC_Q114,DEC_MED14,DEC_Q314,DEC_EQ14,DEC_D114,DEC_D214,DEC_D314,DEC_D414,DEC_D614,DEC_D714,DEC_D814,DEC_D914,DEC_RD14,DEC_S80S2014,DEC_GI14,DEC_PTSA14,DEC_PCHO14,DEC_PBEN14,DEC_PPEN14,DEC_PAUT14,note,NB_D201,NB_D202,NB_D203,NB_D204,NB_D205,NB_D206,NB_D207,NB_D208,NB_D209,NB_D210,NB_D211,NB_D212,NB_D213,NB_D221,NB_D231,NB_D232,NB_D233,NB_D235,NB_D236,NB_D237,NB_D238,NB_D239,NB_D240,NB_D242,NB_D243,C401,C402,C403,C409,C501,C502,C503,C504,C505,C505_NB_INT,C509,C601,C602,C603,C604,C605,C605_NB_INT,C609,C701,C702,C101,C101_NB_CANT,C101_NB_EP,C101_NB_RPIC,C102,C102_NB_CANT,C102_NB_EP,C104,C104_NB_CANT,C104_NB_PELEM,C104_NB_EP,C104_NB_RPIC,C105,C105_NB_CANT,C105_NB_PELEM,C105_NB_EP,NB_F101,NB_F101_NB_AIREJEU,NB_F101_NB_COU,NB_F101_NB_ECL,NB_F102,NB_F102_NB_AIREJEU,NB_F102_NB_COU,NB_F102_NB_ECL,NB_F103,NB_F103_NB_AIREJEU,NB_F103_NB_COU,NB_F103_NB_ECL,NB_F104,NB_F104_NB_AIREJEU,NB_F104_NB_COU,NB_F104_NB_ECL,NB_F105,NB_F105_NB_AIREJEU,NB_F105_NB_COU,NB_F105_NB_ECL,NB_F106,NB_F106_NB_AIREJEU,NB_F106_NB_COU,NB_F106_NB_ECL,NB_F107,NB_F107_NB_AIREJEU,NB_F107_NB_COU,NB_F107_NB_ECL,NB_F108,NB_F108_NB_AIREJEU,NB_F108_NB_COU,NB_F108_NB_ECL,NB_F109,NB_F109_NB_AIREJEU,NB_F109_NB_COU,NB_F109_NB_ECL,NB_F110,NB_F110_NB_AIREJEU,NB_F110_NB_COU,NB_F110_NB_ECL,NB_F111,NB_F111_NB_AIREJEU,NB_F111_NB_COU,NB_F111_NB_ECL,NB_F112,NB_F112_NB_AIREJEU,NB_F112_NB_COU,NB_F112_NB_ECL,NB_F113,NB_F113_NB_AIREJEU,NB_F113_NB_COU,NB_F113_NB_ECL,NB_F114,NB_F114_NB_AIREJEU,NB_F114_NB_COU,NB_F114_NB_ECL,NB_F116,NB_F116_NB_AIREJEU,NB_F116_NB_COU,NB_F116_NB_ECL,NB_F117,NB_F117_NB_AIREJEU,NB_F117_NB_COU,NB_F117_NB_ECL,NB_F118,NB_F118_NB_AIREJEU,NB_F118_NB_COU,NB_F118_NB_ECL,NB_F119,NB_F119_NB_AIREJEU,NB_F119_NB_COU,NB_F119_NB_ECL,NB_F120,NB_F120_NB_AIREJEU,NB_F120_NB_COU,NB_F120_NB_ECL,NB_F121,NB_F121_NB_AIREJEU,NB_F121_NB_COU,NB_F121_NB_ECL,NB_F201,NB_F201_NB_AIREJEU,NB_F202,NB_F202_NB_AIREJEU,NB_F203,NB_F203_NB_AIREJEU,NB_F302,NB_F302_NB_SALLES,NB_F303,NB_F303_NB_SALLES,NB_F304,NB_F305,NB_A101,NB_A104,NB_A105,NB_A106,NB_A107,NB_A108,NB_A109,NB_A115,NB_A119,NB_A120,NB_A121,NB_A122,NB_A123,NB_A124,NB_A125,NB_A203,NB_A205,NB_A206,NB_A207,NB_A208,NB_A301,NB_A302,NB_A303,NB_A304,NB_A401,NB_A402,NB_A403,NB_A404,NB_A405,NB_A406,NB_A501,NB_A502,NB_A503,NB_A504,NB_A505,NB_A506,NB_A507,P14_POP1564,P14_POP1524,P14_POP2554,P14_H1564,P14_H1524,P14_H2554,P14_H5564,P14_F1564,P14_F1524,P14_F2554,P14_F5564,P14_ACT1564,P14_ACT1524,P14_ACT2554,P14_ACT5564,P14_HACT1564,P14_HACT1524,P14_HACT2554,P14_HACT5564,P14_FACT1564,P14_FACT1524,P14_FACT2554,P14_FACT5564,P14_ACTOCC1564,P14_ACTOCC1524,P14_ACTOCC2554,P14_ACTOCC5564,P14_HACTOCC1564,P14_HACTOCC1524,P14_HACTOCC2554,P14_HACTOCC5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middle
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middle
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subdivisions,Housing,Urban,Urban,Centre,Upper middle
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middle
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activities,Green areas,Central,East,Lower middle
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activities,Urban,Central,Centre,Middle
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middle
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areas,Peri-urban,South,Middle
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activities,Urban,Central,Centre,Middle
+914770107,5.554936081584857,1165.546991499207,6474.539037861623,143.86340900335364,160.8458291445517,270.6118596369884,564.7575520124062,1836.2138223323263,845.4355260906567,1162.7566254539147,652.4877444824034,646.9781864123794,190.58848329264237,882.7103328905738,2422.5871381930037,794.4383055321503,1243.347072338374,714.4925260614937,416.9636628460279,1335.4845586109193,4301.487809545682,837.5666697050217,3731.071144128513,431.32493191709074,1712.5679558470383,400.0969826213893,629.3060035957724,336.8329981411609,220.94227200606096,684.4798332043263,2619.142063089184,427.4492478350024,2743.46789373311,451.3854009734831,710.0191823459647,394.3413229107609,614.0410687426017,377.6595279203328,196.02139083996695,651.0047254065929,1682.345746456498,410.1174218700193,5579.8286509617865,4.32938475849271,100.02354369828868,1365.0585303693836,768.4968399680345,496.4360477862612,165.42581153629675,1008.5312664410498,1671.527226403979,3287.7461582021606,,82.87012692376106,891.654476356809,334.8070600415843,182.5251213526732,132.01849464294358,516.6290613697539,1147.2418175146354,2292.082492759626,4.32938475849271,17.15341677452763,473.4040540125745,433.6897799264502,313.91092643358803,33.40731689335317,491.9022050712959,524.2854088893437,5923.578812560294,550.9602253013288,830.5574245792585,5028.532529746193,1446.00650811543,2122.008998612141,1999.3578584847476,15.52663953002181,107.12450059737178,1469.3046043481936,642.5939850863019,48.88549101689242,183.77146826644545,329.1609083528971,460.4294617295441,977.1105291189684,8980.037553991024,1404.8852535903118,7160.207414477177,584.3621957167901,1790.9505516415709,49.47080427810754,86.76653186593927,195.75224635505563,321.36806467636643,470.97254099876704,446.2016825663516,428.82598774415993,1747.4210200773275,28.71541073461944,97.4738647552718,353.7227064260096,916.65122951133,285.71392759633306,65.14388105376364,1397.8238826745553,17.88060748147642,86.63906150212877,319.57143852660766,660.1263037813887,261.52734727513064,52.07912410782301,340.938367885787,10.83480325314302,10.83480325314302,34.15126789940195,252.19554097144865,19.85719556270971,13.06475694594063,1999.3578584847476,251.3953009110319,341.16774432174304,224.3736762803612,1182.421136971611,575.7973419014272,850.0964472094437,784.4418887316906,2818.196851903632,830.4684588673837,1184.6048673674886,1091.0221318972694,5873.942095858882,1404.4724365213704,588.8853949587486,265.57038090935464,6.00002700462834,5028.532529746193,3583.816399681792,1424.7160400489738,699.9518755428855,20.0000900154278,34201.392392727525,29575.735226945977,4554.656846226782,3689.68510794506,71.0003195547687,1956.9054116897912,490.7915044917633,1041.8575104187184,437.4641160343676,,,,,,,1540.0502549630737,1823.8524000550726,864.8701465536556,958.9822535014173,,1.0,,,,,1.0,,,1.0,,,,,,1.0,,,,,,1.0,,,79.83820784069695,9.711224965067537,20576.0,30142.0,41314.0,0.688010085594851,12270.0,18156.0,22768.0,26696.0,34250.0,38672.0,44662.0,54460.0,4.438467807660961,5.344574411087774,0.3042891788,69.0,2.0,2.7,21.2,5.1,,2.0,,,,,,,,,,1.0,,,,,3.0,1.0,,1.0,,,,,1.0,,,,,,,,3.0,,,,,,,,,,,,,,2.0,2.0,,,,,,1.0,1.0,,,,,,,,1.0,2.0,1.0,1.0,,,,,1.0,8.0,1.0,1.0,,,,,,,,,1.0,2.0,1.0,1.0,1.0,2.0,,1.0,1.0,1.0,,,,,,,,,,,2.0,6.0,,1.0,2.0,4.0,2.0,2.0,1.0,8.0,,1.0,1.0,2.0,1.0,1.0,,,,,,,,,1.0,1.0,,,,,,,1.0,1.0,1.0,1.0,1.0,4.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.0,,,,1.0,5.0,2.0,6.0,4.0,2.0,1.0,,,7.0,1.0,,1.0,4754.262035266027,2093.5821392390526,2008.1921515445715,2872.2969643764195,1513.523023080316,1037.3911393481808,321.3828019479229,1881.965070889608,580.0591161587366,970.8010121963906,331.1049425344805,2921.5109516023663,599.9185243916489,1911.7310128063143,409.8614144044029,1656.1529704662166,462.9644771995719,985.5400822404188,207.64841102622603,1265.3579811361496,136.95404719207704,926.190930565896,202.2130033781769,2743.2356868970564,528.1624718397997,1809.9020115724768,405.17120348478016,1559.8805136411756,424.2788465836588,927.9532560312908,207.64841102622603,1183.3551732558808,103.88362525614086,881.9487555411858,197.5227924585541,178.2752647053099,71.75605255184924,101.82900123383794,4.69021091962272,96.27245682504106,82.00280788026883,1832.7510836636611,1216.143993910203,616.6070897534579,1494.6400088449875,1081.0103160637743,413.6296927812131,216.9920081199296,107.59254034141412,109.39946777851544,121.11906669874382,27.54113750501441,93.57792919372943,2918.51093810005,4.32938475849271,94.6061420717172,1352.0632051892924,768.4968399680345,496.4360477862612,165.42581153629675,2747.23570490014,4.32938475849271,90.45911940568524,1331.7986127774964,717.3838676503118,459.8283492766554,143.43637103149848,2761.648413703719,1578.293240447838,1183.3551732558808,2499.5845222672506,1407.4037017706185,1092.1808204966324,262.0638914364684,170.88953867721972,91.17435275924866,326.6175926760391,282.5387272081858,85.78420222037877,196.754524987807,44.07886546785333,1910.956508142612,500.8138082613335,18.25979696148091,,69.55440890182406,129.3690328172856,125.4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activities,Forest,Peri-urban,East,Middle
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activities,Green areas,Urban,Centre,Upper middle
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middle
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53380717445365,23.476900600479,62.51598597091944,55.27469196931899,11.92596708424724,55.87621057339588,17.88895062637086,70.45226865970837,2.88773337905794,27.90531933302723,39.65921594762319,39.65921594762319,20.87044239743267,9.9226103146525,,,,2.98149177106181,11.92596708424724,14.90745885530905,142.8141356970076,,12.36815538897884,2.98149177106181,11.92596708424724,43.66309651033716,,5.96298354212362,160.70308632337844,24.64224189037072,33.12749975509339,20.75965486169764,82.1736898162167,72.8978137340347,8.85071692118156,8.85040642559847,2.98149177106181,52.21519861619286,87.80527258934374,15.79152496918916,24.27709332949492,17.77816309063583,29.95849120002384,,,,Towers,Other activities,Forest,Peri-urban,North-East,Middle
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activities,Green areas,Urban,South,Lower middle
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activities,Green areas,Urban,South,Middle
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activities,Urban,Urban,Centre,Middle
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er activities,Forest,Peri-urban,South-West,Middle
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areas,Urban,South-East,Middle
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estates,Housing,Urban,Urban,South-East,Lower
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areas,Urban,South-East,Lower middle
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estates,Housing,Green areas,Urban,South-East,Lower
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48366313759,7.76592156991611,,5.17728104661074,5.17728104661074,,,,Towers,Shopping,Urban,Urban,South-East,Lower middle
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estates,Housing,Urban,Peri-urban,North-East,Lower
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estates,Housing,Urban,Peri-urban,North-East,Lower
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subdivisions,Housing,Urban,Peri-urban,South-East,Middle
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estates,Housing,Urban,Peri-urban,North-East,Lower
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areas,Peri-urban,West,Middle
+410180701,14.65392950505521,186.1593717374693,2727.966310146242,64.510535828639,84.49014039827705,179.90269227276104,273.77578611261737,242.7350087309144,350.11860153961777,580.2615625011152,402.62817821217175,395.0133922780876,154.5304122720409,479.1729568667416,473.9039866366639,438.59244877515033,619.7007254004603,484.76584207802574,231.8303503892002,719.4965644666221,1458.9259411294915,549.5438045501285,1253.3982392948456,259.09104205022675,215.77966310448767,185.2516212736188,270.2095792060762,218.94729593386413,104.11903772657202,372.1610271490767,629.4336857421572,251.8035264036116,1474.568070851397,220.0819148165148,258.1243235321763,253.34082750153155,349.4911461943841,265.81854614416164,127.71131266262819,347.3355373175454,829.4922553873344,297.74027814651686,2253.8352730744064,,84.23490615416245,236.5151762929519,385.35064280772775,354.209671369804,205.14254063465123,631.375729410308,357.0066064048012,992.5180050817484,,64.29315902817228,128.78826574669176,167.44742359116728,55.85164387769858,171.56669956059386,286.1936262368847,118.37718704053992,1261.317267992658,,19.94174712599016,107.72691054626014,217.90321921656047,298.35802749210546,33.57584107405741,345.1821031734233,238.62941936426125,2618.570465664364,109.3958444818782,219.7444281014332,2698.2715666298345,29.694743516407566,1423.0074851951508,1266.279629345402,14.42120318580205,142.30665266394683,952.3966119067024,429.025933389603,75.85663177338374,112.166254636748,171.6510874188378,330.7509026977358,575.8547528186966,5594.25580324166,872.8862649936924,4492.323788020859,355.9874268528885,1059.3022938432714,64.36430724022372,47.11224417319222,111.3684119148096,247.030860099693,280.27544512703696,206.10491465873437,310.02344613171203,1254.0148773983465,121.55401790488936,30.93278554535861,235.34466410671996,340.7681486311563,446.2450108930991,79.1702503171231,860.621513046637,118.4435010976509,30.93278554535861,220.47114418463065,257.9470920960153,181.7424331870834,51.08455693589811,355.9874268528885,3.11051680723848,,14.87351992208929,75.62228907888402,234.2954076634517,28.085693381225,1266.279629345402,180.37573504935065,272.08699344392164,201.96481518835608,611.8520856637736,295.38540208677625,629.3952429743014,517.0087921756053,1256.4821293931516,531.0421073199597,1069.9181485889908,905.4910435531684,3087.8045037795414,764.368952077048,476.4142162837371,261.186286843671,25.49646098461674,2698.2715666298345,1688.120609586291,955.3719158394624,615.39808716738,54.77904120408119,18713.02423813341,15452.475428695989,2946.445636527714,2254.539285067138,314.1031729097062,1252.7573909265398,83.54804402193567,873.0275055956046,218.4213964233448,,,,,,,979.1171198191714,1181.4905984330605,659.6693188358121,521.8212795972486,,,,,,1.0,,,,,1.0,,,,,,,,,,,,,,69.89881956155143,14.572047670639222,15666.0,24458.0,35862.0,0.8257420884782075,9586.0,14040.0,17476.0,21182.0,27646.0,32854.0,39706.0,55612.0,5.801377008136866,7.695772300440467,0.3808733294,53.1,2.2,9.3,28.3,7.1,,2.0,,,,,,,,,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,1.0,,,,,,,,1.0,,,,,,,,2.0,2.0,1.0,,,,,,,,,,,1.0,1.0,,1.0,2.0,22.0,2.0,2.0,,,,,,,,,1.0,2.0,1.0,1.0,,,,,,,,,,,,,,,,,5.0,5.0,,,,,,,2.0,6.0,,2.0,1.0,1.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,1.0,3.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,,,1.0,1.0,3.0,1.0,,3.0,3.0,,,,3.0,1.0,,2.0,1699.249548729372,366.2412064764673,930.380164040733,742.5036708410072,165.00402428893008,407.714705088684,169.78494146339312,956.7458778883648,201.2371821875373,522.665458952049,232.84323674877865,1264.806970972889,129.00444375888313,885.9661667773847,249.83636043662108,576.4741498739108,66.1238877508667,396.4299296965109,113.9203324265332,688.3328210989782,62.880556008016434,489.5362370808739,135.91602801008787,1128.6608442096804,101.82992539600755,786.1898202177413,240.64109859593165,525.480187398342,54.38289757025375,357.176957401555,113.9203324265332,603.1806568113385,47.4470278257538,429.0128628161863,126.72076616939844,136.14612676320854,27.17451836287559,99.77634655964351,9.19526184068945,50.99396247556884,85.15216428763972,434.4425777564831,166.0295209670964,268.41305678938676,220.3667484110624,89.68487469737391,130.6818737136885,125.5946322994002,54.906645416215405,70.6879868831848,88.48119704602047,21.438000853507067,67.04319619251339,1265.1020272652363,,84.23490615416245,226.36345900690705,385.35064280772775,351.1661774965273,202.0320238274128,1131.8296393122775,,77.03838141100783,223.31996513363035,367.8318246438373,287.9728570200102,175.66661110379172,1141.8582980821045,535.6341473974892,606.2241506846151,991.4884351230684,422.918957980452,568.5694771426163,150.36986295903614,112.71518941703724,37.6546735419989,192.75827651847743,179.9742701478718,55.28868673110006,124.68558341677176,12.78400637060565,843.9929560607673,75.04128453888703,17.90992005809859,10.71824633910899,43.82602812620642,51.85922706289593,98.51063589614022,,793.7759870413049,348.0823110407995,253.38855710156503,54.63249707668817,40.06125686254629,,1145.0270931847017,40.16990577782172,38.0483248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subdivisions,Housing,Forest,Peri-urban,East,Upper
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areas,Peri-urban,East,Middle
+410180901,0.33767716998383396,8140.486243864427,2748.85635712047,143.7618250756402,180.9170429085267,329.03718882826627,332.8994844910065,223.3460508092153,499.1781870753407,382.0336436308701,262.01787006545266,289.41079501913435,106.254269217017,858.5537382598224,477.1748823870108,515.6548853190483,383.9660439088635,353.8503206446309,159.6564866010941,1061.7222423727003,1291.469050511618,395.66506423615135,1328.0833654345215,453.5375023649316,235.5040012760104,259.0192557662522,154.49530448990944,175.29404670557963,50.23325483183848,573.7922692730309,581.6985854753278,172.59251068616285,1420.7729916859482,405.0162358948908,241.6708811110004,256.6356295527961,229.47073941895408,178.5562739390513,109.42323176925561,487.9299730996696,709.7704650362901,223.07255354998847,1890.3026188606475,,22.2447576391692,9.52625612761073,61.48279620022624,246.90246856447007,393.2018037463984,432.7736062192264,724.1709303635466,874.54586306959,,15.9842932148848,3.19685864297696,37.75901322216236,38.06491887141717,327.7059556968464,185.220970038082,266.6138533832204,1015.7567557910576,,6.2604644242844,6.32939748463377,23.72378297806388,208.8375496930529,65.49584804955198,247.55263618114432,457.5570769803262,1515.521306609,1233.3350505114695,1057.4448322390551,2748.85635712047,,1022.0056213618964,950.9726755075084,3.19914636167927,67.8337994927089,82.65725689614133,933.021273610636,4.27139056235946,97.46537691832636,333.92591114777764,343.6862352963038,171.6237615827411,3506.7112560444457,81.58273132850051,397.2560394037802,863.0628533238887,3087.343711863165,6.81894787359692,19.22680208650199,201.1117126959956,379.92794610193295,258.1479106518504,70.33428350018909,15.40507259744146,940.9033947605934,,34.98623751288161,508.23055920323714,254.71482157715985,62.2067739718176,80.76500249549721,77.96064209788057,,6.43475425556493,34.07339123463093,26.33542105655778,5.77115306938496,5.34592248174196,856.6156618075937,,28.55148325731668,467.8300771134871,228.37940052060205,56.43562090243264,75.41908001375525,950.9726755075084,100.80735968258332,201.91724950475876,225.4528016340532,422.7952646861132,308.5915699818098,653.7958945838878,767.0105946157654,1019.4582979390068,388.9006164272683,708.0020029731065,818.2435656724451,1591.5650709716256,64.09752795264343,877.3101610871578,854.4612697700359,9.56498646770713,2748.85635712047,170.35373868291086,2546.5697634218495,2500.913017757217,31.93285501570936,12366.702511959324,1660.5416727116226,10665.226904227737,10316.600759747207,40.93393501996389,926.9557558279032,824.9794859230807,108.04055967574875,11.55660599321039,,,,,,,360.2103923159516,580.2405815468305,462.6114977092547,117.62908383757582,,2.0,,,,,,,1.0,,,,,,,,,,,1.0,,,1.0,,18.429661941112325,75.18567891830128,2862.0,6580.0,12126.0,1.40790273556231,122.0,1746.0,3604.0,4762.0,8958.0,10870.0,13748.0,18314.0,150.11475409836066,46.35374226615731,0.4785770567,55.5,11.5,0.6,31.1,1.3,,4.0,,,,,,,,,,,,,,,,2.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,1.0,,,,,2.0,2.0,,2.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,,,,,2.0,,,1.0,3.0,3.0,,,,2.0,1.0,,,3.0,,,1.0,1494.6375546244965,351.40785385283266,881.2118307062109,701.9533523834272,194.4960418685405,405.8169234295569,101.64038708532988,792.684202241069,156.9118119842922,475.394907276654,160.3774829801228,741.5443268412362,95.5150333964978,569.536359861541,76.4929335831974,414.6187066412764,65.4475530793597,307.62766184986,41.54349171205672,326.92562019995984,30.06748031713812,261.90869801168105,34.94944187114068,461.61559722455496,36.69218823573237,364.2195025870349,60.70390640178766,262.8050375178909,30.25512735065283,200.46604815195727,32.08386201528075,198.81055970666404,6.43706088507954,163.75345443507757,28.62004438650691,279.92872961668127,58.82284516076545,205.31685727450608,15.78902718140974,151.81366912338547,128.1150604932958,753.09322778326,287.3346457421508,465.75858204110915,185.63302592773064,93.2485857427541,92.38444018497653,93.31824041202066,37.06830298965271,56.24993742236795,474.14196144350876,157.01775700974403,317.1242044337647,741.5443268412362,,22.2447576391692,9.52625612761073,50.61652850836636,246.90246856447007,389.5797145157784,461.61559722455496,,12.78743457190784,9.52625612761073,35.83632675700847,163.90676806416357,239.5588117038643,472.4818649164148,273.6713052097508,198.81055970666404,452.35943400084005,257.8202648565355,194.53916914430457,20.12243091557474,15.85104035321528,4.27139056235946,117.7074531376517,113.502689006127,49.77160053361369,63.73108847251331,4.2047641315247,300.3097772757038,126.6034271839609,19.05020562570685,6.39602391546853,,6.39371728595392,12.65418171023832,1.0745319193825,326.6708875053996,145.81097741101522,109.75057990991024,24.27972076379808,11.78067673730689,,472.4818649164148,10.63951838708963,49.56169674686223,20.27343791514613,309.44607887230654,82.5611329950103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.0,,,,,,,,950.9726755075084,312.9758465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estates,Housing,Urban,Peri-urban,North-East,Lower
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areas,Peri-urban,East,Middle
+410181101,0.5699663432884519,2460.9612074326005,1402.6650603750925,51.65404141322729,58.54141455391677,71.7889661739954,77.4113863524185,73.5476774685338,218.1809525367668,195.3484699929033,163.99246757653844,337.7614641506746,154.43822015611744,222.38034799386008,166.4106960751247,230.38291672727263,207.6498895635266,319.66722949186993,256.1739805234384,274.4993493609365,635.9660267073639,492.1996843067921,600.2000616516814,96.04533759735364,52.67764392971557,119.15220670888532,85.87325314768738,139.5372851531352,106.91433511490426,114.46644935975296,279.8117567514866,205.92185554044184,802.464998723411,126.3350103965064,113.73305214540912,111.23071001838734,121.77663641583923,180.12994433873473,149.2596454085341,160.03290000118352,356.1542699558772,286.2778287663502,1180.2847123812323,,24.94951261142512,18.4620275392269,103.52421911863657,179.60510852787087,173.75233591978426,563.7532834458613,116.23822521842736,504.1547240543277,,12.47475630571256,6.0114273420446,53.50462399265951,30.14636470411112,128.04835129931527,249.4715894206829,24.49761098980176,676.1299883269046,,12.47475630571256,12.4506001971823,50.01959512597704,149.45874382375976,45.70398462046897,314.28169402517835,91.74061422862556,1301.15878827927,101.50627209582235,136.32011680396317,1402.6650603750925,,759.0041591390903,703.6066526925222,6.1130240141755,49.28448243239268,460.5915293044324,298.412629834658,21.09081210089283,39.96164805755949,200.79161036097392,240.78469385605175,200.9778883170441,2719.572993411436,442.1705264323707,1939.9547206029156,261.4361262601514,779.6182728085201,,8.96632460933017,106.94361047612152,195.1378420414019,244.11750051065437,108.00888828017798,40.43248677483619,703.6066526925222,,6.83840740498854,86.10701949824185,604.6234649113609,6.03776087793086,,442.1705264323707,,3.41920370249427,82.68781579574758,353.04353778148544,3.01996915264343,,261.4361262601514,,3.41920370249427,3.41920370249427,251.57992712987544,3.01779172528743,,703.6066526925222,39.18951249374407,108.12085935321537,92.21079319535164,464.0854876502111,90.59709532765092,259.8675113689996,233.14259833848465,819.0578553399572,139.06304986602245,371.1428385002861,314.78264927730345,1894.584455767824,463.4783452155207,237.17341020971588,218.32237550686747,2.95489726728557,1402.6650603750925,906.7471199173264,481.14345412133804,434.7850666622738,14.77448633642785,15665.899955332665,13117.873716750984,2542.1164440471084,2348.8000404289223,5.90979453457114,691.1194915732242,243.94087319782923,380.2647526750882,67.25238321951178,,,,,,,457.7967256832571,616.9875912849952,401.8493572119315,215.13823407306384,,,2.0,,,,,,,,,,,,,,,,,,,,,,60.17069701280228,19.128586609989373,13946.0,20268.0,27980.0,0.6924215512137359,8284.0,12324.0,15576.0,18158.0,23032.0,26198.0,29140.0,34536.0,4.1690004828585225,5.276603787463936,0.2835703086,35.5,2.9,1.3,57.4,2.9,,1.0,,,,,,,,,,,,,,,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,,,,,,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,1.0,1.0,2.0,2.0,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.0,,2.0,2.0,2.0,,1.0,,1.0,,,1.0,,,,688.0850280744403,110.56313796823171,413.5294225296701,298.23286851388593,36.8465783795106,189.67991502477568,71.70637510959963,389.8521595605544,73.71655958872113,223.8495075048944,92.28609246693884,497.27323456430025,52.44075921798405,367.399869823464,77.43260552285219,230.18552364384308,21.44325834239873,180.58562407208575,28.15664122935855,267.0877109204572,30.99750087558532,186.81424575137825,49.27596429349364,396.4024282114199,34.34358273384839,290.7393001042373,71.31954537333414,196.55923820659183,15.43183100035413,156.02729605163816,25.10011115459952,199.843190004828,18.91175173349426,134.71200405259916,46.21943421873461,100.8708063528804,18.09717648413566,76.66056971922669,6.11306014951806,33.62628543725125,67.24452091562917,190.81179351013995,68.04734487004283,122.76444864009716,46.04467956702995,15.40332003711187,30.64135952991808,80.54843471164166,43.54973388024108,36.99870083140058,64.2186792314684,9.094290952689889,55.12438827877851,497.27323456430025,,24.94951261142512,18.4620275392269,103.52421911863657,176.58513937522744,173.75233591978426,396.4024282114199,,24.94951261142512,18.4620275392269,88.01708884669522,121.4936169144032,143.48018229966942,396.4024282114199,196.55923820659183,199.843190004828,356.38593565473184,172.0718546030194,184.31408105171244,40.01649255668801,24.48738360357242,15.52910895311559,65.09027017540127,55.59674467286054,6.4391728551377,49.15757181772284,9.49352550254073,276.5394564880054,55.02275547130504,5.90979453457114,,18.91392916085026,21.56904725840245,18.44744529828556,,289.1203002160933,107.2821279953265,85.41330156719069,12.4118618477107,9.45696458042513,,396.4024282114199,3.05653007475903,30.54559925396196,21.54271372251619,323.2766237244618,17.98096143572086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,,,,,,,,,,,,,,,,,,,703.6066526925222,257.2291467078345,88.6921341127399,168.5370125950946,3.01996915264343,443.3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subdivisions,Housing,Urban,Peri-urban,South-East,Middle
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estates,Housing,Urban,Peri-urban,North-East,Lower
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estates,Housing,Urban,Peri-urban,West,Lower
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estates,Housing,Green areas,Peri-urban,West,Lower middle
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areas,Peri-urban,West,Lower middle
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middle
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activities,Forest,Urban,East,Middle
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estates,Housing,Green areas,Peri-urban,North,Lower
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activities,Urban,Urban,North,Lower
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estates,Housing,Urban,Peri-urban,South-West,Lower
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estates,Housing,Green areas,Peri-urban,South-West,Lower
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estates,Housing,Urban,Peri-urban,South-West,Lower
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estates,Housing,Green areas,Peri-urban,South-West,Lower
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estates,Housing,Urban,Peri-urban,South-West,Lower
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estates,Housing,Urban,Peri-urban,South-West,Lower
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estates,Housing,Urban,Peri-urban,South-West,Lower
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estates,Housing,Green areas,Peri-urban,East,Lower
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estates,Housing,Urban,Peri-urban,East,Lower
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middle
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middle
diff --git a/predihood/classes/manual_assessment_experts.csv b/predihood/classes/manual_assessment_experts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2818965856fd2ac2660a49bbb08d444376349d97
--- /dev/null
+++ b/predihood/classes/manual_assessment_experts.csv
@@ -0,0 +1,118 @@
+code,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
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+141010000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+141180102,Towers,Other activities,Green areas,Urban,Centre,Upper middle
+141180201,Towers,Shopping,Urban,Central,Centre,Upper middle
+141180202,Mixed,Housing,Urban,Urban,Centre,Upper middle
+141180402,Towers,Other activities,Forest,Peri-urban,North-East,Middle
+141181201,Mixed,Other activities,Green areas,Urban,South,Lower middle
+141181404,Towers,Other activities,Green areas,Urban,South,Middle
+141181501,Mixed,Housing,Green areas,Urban,West,Lower
+141181601,Mixed,Other activities,Urban,Urban,Centre,Middle
+141182004,Towers,Shopping,Green areas,Urban,South,Lower middle
+141182006,Mixed,Housing,Green areas,Urban,South,Middle
+141182007,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270101,Mixed,Other activities,Forest,Peri-urban,South-West,Middle
+143270102,Mixed,Housing,Green areas,Urban,South-East,Middle
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+143270302,Towers,Housing,Green areas,Urban,South-East,Lower middle
+143270401,Towers,Shopping,Green areas,Urban,South-East,Lower
+143270602,Housing estates,Housing,Green areas,Urban,South-East,Lower
+143270603,Towers,Shopping,Urban,Urban,South-East,Lower middle
+143650000,Houses,Housing,Countryside,Rural,South,Lower middle
+143830000,Housing subdivisions,Housing,Countryside,Peri-urban,North-East,Middle
+144070000,Houses,Housing,Countryside,Rural,South,Middle
+144370106,Mixed,Other activities,Urban,Peri-urban,West,Middle
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+144880103,Houses,Housing,Green areas,Urban,South-West,Lower middle
+144880104,Houses,Housing,Green areas,Urban,South-West,Lower middle
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+173060102,Mixed,Housing,Green areas,Urban,South,Upper middle
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+341450101,Mixed,Shopping,Urban,Urban,South,Upper middle
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+410180101,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410180201,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410180301,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
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+410180801,Houses,Housing,Green areas,Peri-urban,East,Middle
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+410181001,Houses,Housing,Green areas,Peri-urban,East,Middle
+410181101,Housing subdivisions,Housing,Urban,Peri-urban,South-East,Middle
+410181102,Housing estates,Housing,Urban,Peri-urban,North-East,Lower
+410181201,Houses,Housing,Green areas,Peri-urban,North-West,Middle
+410181202,Houses,Housing,Countryside,Peri-urban,North,Middle
+412120000,Houses,Housing,Countryside,Peri-urban,North-West,Middle
+422180102,Towers,Shopping,Urban,Central,Centre,Upper middle
+422180103,Towers,Shopping,Urban,Central,Centre,Upper
+422181304,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422181501,Towers,Shopping,Urban,Central,Centre,Middle
+422181502,Towers,Shopping,Urban,Central,Centre,Middle
+422182001,Mixed,Housing,Urban,Peri-urban,West,Lower middle
+422182002,Housing estates,Housing,Urban,Peri-urban,West,Lower
+422182003,Housing estates,Housing,Green areas,Peri-urban,West,Lower middle
+422182005,Mixed,Housing,Green areas,Peri-urban,West,Lower middle
+430480000,Houses,Housing,Countryside,Rural,Centre,Lower middle
+594780000,Houses,Housing,Countryside,Rural,North,Lower middle
+596650000,Houses,Housing,Countryside,Rural,North,Lower middle
+620010000,Houses,Housing,Countryside,Rural,North-East,Middle
+620410401,Mixed,Other activities,Forest,Urban,East,Middle
+620410801,Mixed,Housing,Urban,Central,Centre,Upper middle
+622130000,Houses,Housing,Countryside,Rural,North-East,Lower middle
+626090000,Houses,Housing,Countryside,Rural,South,Lower middle
+627440000,Mixed,Housing,Forest,Peri-urban,South-East,Lower middle
+628010000,Houses,Housing,Countryside,Rural,North-East,Middle
+631950000,Houses,Housing,Forest,Rural,Centre,Middle
+690340104,Mixed,Housing,Urban,Central,Centre,Upper middle
+690440000,Houses,Housing,Green areas,Peri-urban,West,Upper
+690690103,Mixed,Shopping,Urban,Urban,Centre,Middle
+690760000,Houses,Housing,Forest,Peri-urban,West,Upper
+690910102,Housing estates,Housing,Green areas,Peri-urban,North,Lower
+690910201,Houses,Housing,Urban,Urban,North,Lower
+690910202,Mixed,Other activities,Urban,Urban,North,Lower
+691360000,Mixed,Housing,Countryside,Rural,North,Middle
+691790000,Houses,Housing,Countryside,Rural,North,Middle
+691940101,Houses,Housing,Forest,Peri-urban,West,Upper
+691940102,Houses,Housing,Forest,Peri-urban,West,Upper
+692440201,Houses,Housing,Green areas,Peri-urban,West,Upper middle
+692440202,Mixed,Shopping,Urban,Peri-urban,East,Middle
+692500000,Houses,Housing,Forest,Peri-urban,West,Upper middle
+692590104,Houses,Housing,Urban,Peri-urban,South-West,Lower middle
+692590301,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590302,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590303,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590402,Housing estates,Housing,Green areas,Peri-urban,South-West,Lower
+692590403,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590501,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692590502,Housing estates,Housing,Urban,Peri-urban,South-West,Lower
+692660201,Mixed,Other activities,Green areas,Central,East,Lower middle
+692660302,Towers,Housing,Urban,Central,East,Lower
+692660403,Towers,Housing,Urban,Urban,Centre,Lower
+692660502,Towers,Shopping,Urban,Central,North,Lower
+692661802,Towers,Housing,Urban,Central,East,Lower
+693810101,Towers,Shopping,Urban,Central,Centre,Upper
+693820101,Towers,Shopping,Urban,Central,Centre,Upper
+693820102,Towers,Shopping,Urban,Central,Centre,Upper
+693820204,Mixed,Shopping,Urban,Central,Centre,Upper
+693830301,Towers,Other activities,Urban,Central,Centre,Middle
+693860103,Houses,Housing,Green areas,Urban,South,Upper
+693860301,Towers,Housing,Urban,Central,Centre,Upper
+693860401,Towers,Housing,Urban,Central,Centre,Upper
+693860402,Towers,Shopping,Urban,Central,Centre,Upper
+693860403,Towers,Shopping,Urban,Central,Centre,Upper
+693860501,Towers,Housing,Urban,Central,Centre,Upper
+693860502,Towers,Housing,Urban,Central,Centre,Upper
+693860503,Towers,Housing,Urban,Central,Centre,Upper
+693870704,Towers,Housing,Urban,Central,Centre,Lower middle
+693880101,Towers,Shopping,Urban,Central,Centre,Upper middle
+693880102,Towers,Housing,Urban,Central,Centre,Upper middle
+693880203,Towers,Shopping,Urban,Central,Centre,Upper
+693890606,Housing estates,Housing,Green areas,Peri-urban,East,Lower
+693890607,Housing estates,Housing,Urban,Peri-urban,East,Lower
+740100202,Mixed,Shopping,Green areas,Peri-urban,South,Middle
+751010105,Houses,Other activities,Green areas,Urban,Centre,Upper
+913770113,Mixed,Other activities,Urban,Central,Centre,Middle
+914770107,Mixed,Other activities,Forest,Peri-urban,East,Middle
\ No newline at end of file
diff --git a/predihood/config.py b/predihood/config.py
index ddc1f38e28575c6f2e3fe4d171ab6c88c9433f6c..3875ae4ad6d62ae834db6e235481738de641d519 100644
--- a/predihood/config.py
+++ b/predihood/config.py
@@ -21,6 +21,7 @@ FILE_ENV = os.path.join(FOLDER_DATASETS, "data.csv")
 FILE_SIMILARITIES = os.path.join(FOLDER_DATA, "similarities.csv")
 FILE_LIST_DISTRIBUTION = os.path.join(FOLDER_SELECTED_INDICATORS, "selection-distribution.csv")
 FILE_MANUAL_ASSESSMENT = os.path.join(FOLDER_CLASSES, "manual_assessment.csv")
+FILE_MANUAL_ASSESSMENT_EXPERTS = os.path.join(FOLDER_CLASSES, "iris-expertises-FabienFranckNelly.csv")
 
 # 2. define some constants
 TITLES = False  # set True to display titles on plots
diff --git a/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv b/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv
index 3d642020769f1de1d73bee32f1b65ef8289eba19..1aed05be24776b7f1f20d16bf4662a7617615cc6 100644
--- a/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv
+++ b/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv
@@ -1,278 +1,386 @@
-CODE,AREA,DENSITY,P14_POP,P14_POP0002,P14_POP0305,P14_POP0610,P14_POP1117,P14_POP1824,P14_POP2539,P14_POP4054,P14_POP5564,P14_POP6579,P14_POP80P,P14_POP0014,P14_POP1529,P14_POP3044,P14_POP4559,P14_POP6074,P14_POP75P,P14_POP0019,P14_POP2064,P14_POP65P,P14_F1529,P14_F3044,C14_POP15P,C14_POP15P_CS1,C14_POP15P_CS2,C14_POP15P_CS3,C14_POP15P_CS4,C14_POP15P_CS5,C14_POP15P_CS6,C14_POP15P_CS7,C14_POP15P_CS8,P14_POP_FR,P14_POP_ETR,P14_POP_IMM,P14_PMEN,P14_PHORMEN,P14_LOG,P14_RP,P14_RSECOCC,P14_LOGVAC,P14_MAISON,P14_APPART,P14_RP_1P,P14_RP_2P,P14_RP_3P,P14_RP_4P,P14_RP_5PP,P14_NBPI_RP,P14_RPMAISON,P14_NBPI_RPMAISON,P14_RPAPPART,P14_NBPI_RPAPPART,P14_RP_M30M2,P14_RP_3040M2,P14_RP_4060M2,P14_RP_6080M2,P14_RP_80100M2,P14_RP_100120M2,P14_RP_120M2P,P14_RP_ACHTOT,P14_RP_ACH19,P14_RP_ACH45,P14_RP_ACH70,P14_RP_ACH90,P14_RP_ACH05,P14_RP_ACH11,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH19,P14_RPMAISON_ACH45,P14_RPMAISON_ACH70,P14_RPMAISON_ACH90,P14_RPMAISON_ACH05,P14_RPMAISON_ACH11,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH19,P14_RPAPPART_ACH45,P14_RPAPPART_ACH70,P14_RPAPPART_ACH90,P14_RPAPPART_ACH05,P14_RPAPPART_ACH11,P14_MEN,P14_MEN_ANEM0002,P14_MEN_ANEM0204,P14_MEN_ANEM0509,P14_MEN_ANEM10P,P14_PMEN_ANEM0002,P14_PMEN_ANEM0204,P14_PMEN_ANEM0509,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0204,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,P14_RP_PROP,P14_RP_LOC,P14_RP_LOCHLMV,P14_RP_GRAT,P14_NPER_RP,P14_NPER_RP_PROP,P14_NPER_RP_LOC,P14_NPER_RP_LOCHLMV,P14_NPER_RP_GRAT,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_ANEM_RP_LOC,P14_ANEM_RP_LOCHLMV,P14_ANEM_RP_GRAT,P14_RP_SDB,P14_RP_CCCOLL,P14_RP_CCIND,P14_RP_CINDELEC,P14_RP_GARL,P14_RP_VOIT1P,P14_RP_VOIT1,P14_RP_VOIT2P,NB_B101,NB_B102,NB_B103,NB_B201,NB_B202,NB_B203,NB_B204,NB_B205,NB_B206,NB_B301,NB_B302,NB_B303,NB_B304,NB_B305,NB_B306,NB_B307,NB_B308,NB_B309,NB_B310,NB_B311,NB_B312,NB_B313,NB_B315,DEC_PIMP14,DEC_TP6014,DEC_Q114,DEC_MED14,DEC_Q314,DEC_EQ14,DEC_D114,DEC_D214,DEC_D314,DEC_D414,DEC_D614,DEC_D714,DEC_D814,DEC_D914,DEC_RD14,DEC_S80S2014,DEC_GI14,DEC_PTSA14,DEC_PCHO14,DEC_PBEN14,DEC_PPEN14,DEC_PAUT14,note,NB_D201,NB_D202,NB_D203,NB_D204,NB_D205,NB_D206,NB_D207,NB_D208,NB_D209,NB_D210,NB_D211,NB_D212,NB_D213,NB_D221,NB_D231,NB_D232,NB_D233,NB_D235,NB_D236,NB_D237,NB_D238,NB_D239,NB_D240,NB_D242,NB_D243,C401,C402,C403,C409,C501,C502,C503,C504,C509,C601,C602,C604,C609,C701,C702,C101,C104,C105,NB_F101,NB_F102,NB_F103,NB_F104,NB_F106,NB_F107,NB_F108,NB_F110,NB_F111,NB_F112,NB_F113,NB_F114,NB_F116,NB_F117,NB_F118,NB_F120,NB_F121,NB_F202,NB_F203,NB_F302,NB_F303,NB_F304,NB_F305,NB_A101,NB_A104,NB_A105,NB_A106,NB_A107,NB_A108,NB_A109,NB_A115,NB_A119,NB_A120,NB_A121,NB_A122,NB_A123,NB_A124,NB_A203,NB_A205,NB_A206,NB_A301,NB_A302,NB_A303,NB_A304,NB_A401,NB_A402,NB_A403,NB_A404,NB_A405,NB_A406,NB_A501,NB_A502,NB_A503,NB_A504,NB_A505,NB_A506,NB_A507,P14_POP1564,P14_POP1524,P14_POP2554,P14_ACT1564,P14_ACT1524,P14_ACT2554,P14_ACT5564,P14_ACTOCC1564,P14_ACTOCC1524,P14_ACTOCC2554,P14_ACTOCC5564,P14_CHOM1564,P14_CHOM1524,P14_CHOM2554,P14_CHOM5564,P14_INACT1564,P14_ETUD1564,P14_RETR1564,P14_AINACT1564,C14_ACT1564,C14_ACT1564_CS1,C14_ACT1564_CS2,C14_ACT1564_CS3,C14_ACT1564_CS4,C14_ACT1564_CS5,C14_ACT1564_CS6,C14_ACTOCC1564,C14_ACTOCC1564_CS1,C14_ACTOCC1564_CS2,C14_ACTOCC1564_CS3,C14_ACTOCC1564_CS4,C14_ACTOCC1564_CS5,C14_ACTOCC1564_CS6,P14_ACTOCC15P,P14_SAL15P,P14_NSAL15P,P14_ACTOCC15P_TP,P14_SAL15P_TP,P14_NSAL15P_TP,P14_SAL15P_CDI,P14_SAL15P_CDD,P14_SAL15P_INTERIM,P14_SAL15P_EMPAID,P14_SAL15P_APPR,P14_NSAL15P_INDEP,P14_NSAL15P_EMPLOY,P14_NSAL15P_AIDFAM,P14_ACTOCC15P_ILT1,P14_ACTOCC15P_ILT2P,P14_ACTOCC15P_ILT2,P14_ACTOCC15P_ILT3,P14_ACTOCC15P_ILT4,P14_ACTOCC15P_ILT5,C14_ACTOCC15P,C14_ACTOCC15P_PAS,C14_ACTOCC15P_MAR,C14_ACTOCC15P_DROU,C14_ACTOCC15P_VOIT,C14_ACTOCC15P_TCOM,C201,C301,C302,C303,C305,NB_D401,NB_D402,NB_D403,NB_D404,NB_D405,NB_D601,NB_D602,NB_D603,NB_D604,NB_D605,NB_D606,NB_D701,NB_D702,NB_D703,NB_D709,NB_E101,NB_E103,NB_E106,NB_G101,NB_G102,NB_G103,NB_G104,C14_MEN,C14_MENPSEUL,C14_MENHSEUL,C14_MENFSEUL,C14_MENSFAM,C14_MENFAM,C14_MENCOUPSENF,C14_MENCOUPAENF,C14_MENFAMMONO,C14_PMEN,C14_PMEN_MENPSEUL,C14_PMEN_MENHSEUL,C14_PMEN_MENFSEUL,C14_PMEN_MENSFAM,C14_PMEN_MENFAM,C14_PMEN_MENCOUPSENF,C14_PMEN_MENCOUPAENF,C14_PMEN_MENFAMMONO,P14_POP15P,P14_POP5579,P14_POPMEN15P,P14_POPMEN1524,P14_POPMEN2554,P14_POPMEN5579,P14_POPMEN80P,P14_POP1524_PSEUL,P14_POP15P_MARIEE,P14_POP15P_NONMARIEE,C14_MEN_CS1,C14_MEN_CS2,C14_MEN_CS3,C14_MEN_CS4,C14_MEN_CS5,C14_MEN_CS6,C14_MEN_CS7,C14_MEN_CS8,C14_PMEN_CS1,C14_PMEN_CS2,C14_PMEN_CS3,C14_PMEN_CS4,C14_PMEN_CS5,C14_PMEN_CS6,C14_PMEN_CS7,C14_PMEN_CS8,C14_FAM,C14_COUPAENF,C14_FAMMONO,C14_COUPSENF,C14_NE24F0,C14_NE24F1,C14_NE24F2,C14_NE24F3,C14_NE24F4P,P14_POP0205,P14_POP1114,P14_POP1517,P14_POP2529,P14_POP30P,P14_SCOL0205,P14_SCOL0610,P14_SCOL1114,P14_SCOL1517,P14_SCOL1824,P14_SCOL2529,P14_SCOL30P,P14_NSCOL15P,P14_NSCOL15P_DIPLMIN,P14_NSCOL15P_CAPBEP,P14_NSCOL15P_BAC,P14_NSCOL15P_SUP,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
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subdivisions,Housing,Countryside,Peri-urban,North,Upper middle
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subdivisions,Housing,Countryside,Peri-urban,East,Middle
-103620101,0.3840170997237575,5076.2812840010965,1949.3788160640927,1.50770487484285e-06,2.184107596343276e-06,3.745894077635784e-06,6.238366813374446e-06,6.960029424188918e-06,1.3056587970937277e-05,1.703645800894373e-05,1.1894807030703663e-05,7.742448960207349e-06,5.28289011819993e-06,1.0139487910597072e-05,1.626309048139271e-05,1.3723270113008226e-05,1.653908960745678e-05,1.1975693665275185e-05,7.008663097647254e-06,1.629713059195419e-05,4.632682520501576e-05,1.3025339078407276e-05,8.261904862366184e-06,6.845463806969599e-06,6.558742321645568e-05,4.5668429608583816e-07,1.7939645839199844e-06,6.556807596046013e-06,1.1711159493514345e-05,1.0372376878274255e-05,8.322690098131039e-06,1.6943107267476992e-05,9.430633003007212e-06,7.267177613728263e-05,2.9775187380946118e-06,4.289184333912343e-06,7.53388298686751e-05,3.10465006702128e-07,5.173095559150614e-05,4.318159353395743e-05,5.234228164734354e-07,8.025939241075283e-06,2.086345955619483e-05,3.0867496035311304e-05,2.2562833174368867e-06,8.407463425097182e-06,1.1962942352188493e-05,1.0061709452969653e-05,1.04931949862652e-05,0.00015515699160966763,1.8590061166766025e-05,8.645396336519695e-05,2.4591532367191392e-05,6.870302824447068e-05,1.7317873461480047e-06,3.4566433519565957e-06,8.966542245015074e-06,1.2973771735861232e-05,7.0817501297973785e-06,4.694557132149543e-06,4.276541593029588e-06,4.290332576898409e-05,1.0547459176903171e-05,1.0005538061519532e-05,1.0811929718572073e-05,6.348884687425286e-06,1.7807032514644927e-06,3.4088108730995474e-06,1.851558569987867e-05,6.071937773747147e-06,7.733699882972324e-06,2.1973975266648332e-06,3.569231008740706e-07,8.412479803119826e-07,1.31437943530831e-06,2.438774006910543e-05,4.475521403156021e-06,2.2718381785472072e-06,8.614532191907237e-06,5.991961586551215e-06,9.394552711525097e-07,2.094431437791237e-06,4.318159353395743e-05,8.11835129772048e-06,9.73227885920464e-06,7.85487370397645e-06,1.747608967305585e-05,1.472173802335573e-05,1.7234215864617842e-05,1.4789583312287714e-05,2.8593292668413808e-05,2.2870358086879464e-05,3.1907491482295296e-05,2.8840051279200038e-05,7.153909076129282e-05,2.2642896050011643e-05,2.0118234833340114e-05,3.280487379873164e-06,4.2046265060566585e-07,7.53388298686751e-05,4.333840437729189e-05,3.115950019017188e-05,6.126963204551241e-06,8.409253012113317e-07,0.0005766351160452357,0.0004460199337672185,0.0001289293575533854,3.7724968001862796e-05,1.6858247246320263e-06,4.192569619362729e-05,8.631099231255607e-06,2.5827892720497936e-05,7.748894032535696e-06,2.1421155055432558e-05,3.504688692116006e-05,2.5859018635937958e-05,9.187868285222104e-06,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,1.9403436174636762e-07,5.82103085239103e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,1.164206170478206e-07,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,7.761374469854706e-08,7.761374469854706e-08,7.761374469854706e-08,3.880687234927353e-08,2.260767334109055e-06,8.926337109579487e-07,0.0005147343548407643,0.0007853734826045978,0.0011505461514112621,3.141673073280451e-08,0.00026039411346362543,0.0004306786693322378,0.0005747297794927411,0.0006868816405821416,0.0008691187131343301,0.0010435167974719656,0.0012508231095617846,0.001623136242880715,2.4189809878997236e-07,3.2660893299655377e-07,1.4518385889815215e-08,2.1421393536798995e-06,1.358240532224574e-07,3.3373910220375245e-07,1.0827117385447316e-06,1.86272987276513e-07,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,1.164206170478206e-07,3.880687234927353e-08,1.5522748939709417e-07,1.164206170478206e-07,1.164206170478206e-07,3.880687234927353e-08,3.880687234927353e-08,5.82103085239103e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,7.761374469854706e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,5.82103085239103e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.880687234927353e-08,3.88068723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middle
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areas,Urban,East,Middle
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subdivisions,Housing,Forest,Peri-urban,South,Middle
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activities,Forest,Peri-urban,North,Middle
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper middle
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activities,Green areas,Urban,Centre,Middle
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subdivisions,Housing,Green areas,Peri-urban,North West,Middle
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subdivisions,Housing,Green areas,Peri-urban,South,Upper
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areas,Peri-urban,North,Upper
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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subdivisions,Other activities,Green areas,Peri-urban,East,Upper middle
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middle
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areas,Urban,South,Middle
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estates,Other activities,Urban,Central,West,Middle
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activities,Green areas,Urban,North,Upper middle
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activities,Green areas,Urban,South,Middle
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middle
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areas,Urban,West,Upper middle
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subdivisions,Housing,Forest,Peri-urban,North,Middle
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areas,Peri-urban,North East,Middle
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subdivisions,Housing,Forest,Peri-urban,North,Upper
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activities,Green areas,Urban,Centre,Middle
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estates,Shopping,Green areas,Urban,West,Lower
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper
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activities,Forest,Peri-urban,East,Upper middle
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subdivisions,Housing,Forest,Peri-urban,West,Upper
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East,Upper middle
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areas,Peri-urban,South East,Upper middle
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West,Middle
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activities,Green areas,Peri-urban,South,Upper middle
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areas,Peri-urban,South West,Upper middle
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estates,Housing,Green areas,Peri-urban,South,Lower middle
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areas,Peri-urban,South,Middle
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activities,Urban,Peri-urban,East,Middle
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subdivisions,Housing,Green areas,Peri-urban,East,Upper middle
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activities,Green areas,Peri-urban,North,Upper middle
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East,Upper middle
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areas,Central,Centre,Upper
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estates,Housing,Urban,Urban,North West,Middle
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subdivisions,Housing,Green areas,Peri-urban,South,Upper
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areas,Peri-urban,South West,Middle
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areas,Central,North,Lower
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subdivisions,Housing,Countryside,Peri-urban,West,Upper middle
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areas,Peri-urban,North East,Upper middle
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areas,Central,Centre,Upper middle
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activities,Forest,Peri-urban,North East,Upper middle
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East,Lower middle
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areas,Urban,Centre,Middle
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activities,Green areas,Urban,South West,Lower
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areas,Central,Centre,Middle
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activities,Green areas,Urban,North,Lower middle
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areas,Peri-urban,West,Upper middle
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areas,Peri-urban,North West,Lower middle
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areas,Peri-urban,North,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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East,Middle
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West,Upper middle
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subdivisions,Housing,Forest,Peri-urban,North,Upper middle
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areas,Urban,North East,Upper middle
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subdivisions,Housing,Countryside,Peri-urban,South,Middle
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activities,Green areas,Urban,Centre,Middle
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activities,Green areas,Peri-urban,East,Upper middle
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activities,Green areas,Peri-urban,West,Middle
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East,Upper middle
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middle
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activities,Green areas,Urban,North,Middle
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activities,Urban,Urban,East,Upper middle
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areas,Peri-urban,South West,Middle
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subdivisions,Other activities,Green areas,Peri-urban,East,Middle
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areas,Urban,South,Upper middle
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activities,Green areas,Urban,Centre,Middle
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West,Middle
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activities,Green areas,Peri-urban,North,Upper middle
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middle
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subdivisions,Other activities,Green areas,Peri-urban,West,Upper middle
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areas,Peri-urban,West,Middle
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activities,Green areas,Urban,South,Middle
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areas,Urban,North,Middle
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activities,Forest,Peri-urban,North,Upper
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activities,Green areas,Urban,Centre,Middle
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subdivisions,Housing,Forest,Peri-urban,South,Upper
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areas,Peri-urban,North East,Upper middle
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areas,Central,Centre,Upper middle
-681540107,0.7592505406883954,2503.06280603394,1900.4517888582807,8.798136187986614e-06,1.5703536620199135e-05,2.0001185934194372e-05,3.105655329399725e-05,2.026773315407424e-05,5.420167288657268e-05,6.510575793334187e-05,4.6285378200361336e-05,3.24609242785391e-05,9.447723117584415e-06,6.417544166337115e-05,4.781962004344338e-05,6.277357039824314e-05,6.10303221869082e-05,4.964388618351543e-05,1.7885761131369705e-05,8.106684563042277e-05,0.00018035310858030473,4.1908647396123505e-05,2.2658102527042387e-05,3.333642380104123e-05,0.00023895737344398823,1.264352000174229e-06,3.9033445374715895e-06,1.4223488492619906e-05,3.909602274426062e-05,4.1861462134629865e-05,4.1512153399070395e-05,6.0596444781062025e-05,3.776445735487388e-05,0.00028185987150104605,2.146873010580501e-05,3.695390762778686e-05,0.00029843393911956127,4.89466248728968e-06,0.00013726336962081422,0.00012594107767035866,1.7556892413004922e-06,9.566602709155089e-06,5.578782856092317e-05,8.106830700868516e-05,5.641591734390737e-06,5.877531785620541e-06,2.21677511935128e-05,3.797858569636126e-05,5.4275617260473316e-05,0.0005361101250696066,5.133925029732501e-05,0.00027679057693068667,7.41945933218277e-05,0.00025769061193409626,2.2363552342165125e-06,3.916471434576261e-06,3.559409995196846e-06,3.282568375201288e-05,4.7730141449150135e-05,2.1686178961513735e-05,1.3986836843692283e-05,0.00012535623087420368,9.412198108805669e-07,8.105862944387696e-07,3.1441972430641564e-05,7.089827671463006e-05,1.62113082866986e-05,5.052867336914117e-06,5.0754403501170053e-05,9.412198108805669e-07,4.333047012100679e-06,1.0033949202860831e-05,2.2262925464980222e-05,1.370646902921523e-05,3.809839993233195e-06,7.41945933218277e-05,6.115845264777848e-06,8.105862944387696e-07,2.140802322778073e-05,4.8228117198443915e-05,2.50483925748337e-06,1.2430273436809221e-06,0.00012594107767035866,1.306483896627313e-05,1.9692853917064734e-05,2.4587207873612455e-05,6.859617691340834e-05,2.9109247601361362e-05,5.12748997490641e-05,6.272759568516528e-05,0.00015532219608397057,4.887079287152076e-05,7.494839437615531e-05,9.337686546389194e-05,0.00031891407235803867,7.451738697019191e-05,5.101645664896082e-05,3.182001247895945e-05,4.0723405120592547e-07,0.00029843393911956127,0.00018976331491148165,0.00010744892205446188,7.697979077383612e-05,1.2217021536177765e-06,0.0019154355007821573,0.0014786957379342989,0.00043633252879665164,0.00028703406301848955,4.0723405120592547e-07,0.00012431602327350803,5.093907919569304e-05,5.089061932284424e-05,1.8553832783873274e-05,8.778702480845065e-05,0.00011436737334849254,6.15994975749337e-05,5.276787577355882e-05,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,3.1921736019315615e-07,2.394130201448671e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,4.788260402897342e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,1.0594026141410372e-05,2.634718330708174e-06,0.0023465668147798903,0.0035142639183664555,0.0048722145686281425,1.1470831836898228e-07,0.0014865952464195283,0.0021588670069863157,0.002560761663469499,0.003045652833602903,0.00398894013297368,0.004532567297382625,0.0051895166246601395,0.006747297342402743,7.244253105435626e-07,8.955080718879717e-07,4.992018827844528e-08,1.0374564206277577e-05,5.267086443187077e-07,4.309434362607609e-07,4.2455908905689785e-06,3.8306083223178733e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,4.788260402897342e-07,1.5960868009657808e-07,6.384347203863123e-07,7.980434004828905e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,2.394130201448671e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,3.1921736019315615e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,2.394130201448671e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.5960868009657808e-07,1.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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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areas,Urban,South East,Middle
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West,Upper middle
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areas,Urban,West,Upper middle
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activities,Urban,Urban,South,Lower
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middle
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areas,Peri-urban,South,Upper
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areas,Peri-urban,West,Upper middle
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areas,Urban,South East,Middle
-692590601,0.3262433755018314,13600.234488284472,4436.986407074349,1.1696069931823427e-06,1.1182085800427054e-06,2.0104219948300345e-06,2.2469390954967176e-06,2.5359294726304978e-06,5.099543627791216e-06,4.6076729464419495e-06,2.39816840701584e-06,1.896348203282859e-06,9.052305749089112e-07,5.805430309828755e-06,4.876878205760902e-06,5.133920763472458e-06,4.282509503787482e-06,2.491631860522695e-06,1.39769925225078e-06,7.309744377930642e-06,1.387674673950066e-05,2.8015787781917707e-06,2.5505645379424874e-06,2.5378934577750552e-06,1.818263958579432e-05,4.282710331569231e-08,4.779568724897538e-07,1.2358867057910486e-06,3.2923992285195588e-06,3.7782030308932e-06,2.660183030304179e-06,3.358276779474789e-06,3.379733938321789e-06,2.1109651202603872e-05,2.878418693019197e-06,4.002173980889209e-06,2.3988069895623074e-05,3.622197345606161e-07,1.1150711980740486e-05,1.0304318626421895e-05,1.2205213736753655e-07,7.243412169510536e-07,8.186080323186794e-07,1.026892793797039e-05,9.074139723162197e-07,1.4484884509355286e-06,3.4502279945773357e-06,3.12394927762134e-06,1.374238930971474e-06,3.4352895792819966e-05,8.186080323186794e-07,3.9049286998680255e-06,9.422534583651801e-06,3.0343175015176512e-05,5.375717050307181e-07,6.803020533888849e-07,2.6716027853001574e-06,3.3792408671349386e-06,2.239015815105914e-06,4.941542849299857e-07,3.024311155312993e-07,1.0139008433270184e-05,2.1979571507167383e-07,3.873169834412215e-07,3.6312445897279667e-06,3.7975624702201213e-06,6.091400418479725e-07,1.4939486329612261e-06,8.186080323186794e-07,1.7721095821240414e-07,2.609786428631316e-07,1.9557426466498313e-07,1.331667545085262e-07,2.2888837028203828e-07,1.0962584392058103e-07,9.257224390500086e-06,2.1979571507167383e-07,1.2633834057808992e-07,3.4356703250629835e-06,3.643587682049591e-06,3.555955011856326e-07,1.4762368265521138e-06,1.0304318626421895e-05,1.7225641532978506e-06,2.0142901742058587e-06,2.117476034305886e-06,4.449988264612302e-06,3.571767111728533e-06,4.747680814135945e-06,6.172833296462659e-06,9.495788673295934e-06,4.4274407934983995e-06,6.186008790339453e-06,7.1582809009539805e-06,1.6581165308028123e-05,3.9942290445717105e-06,6.170963559992764e-06,3.5725910247945702e-06,1.391260218574225e-07,2.3988069895623074e-05,9.638704062251598e-06,1.4119144120716485e-05,9.273032323745693e-06,2.302217126549893e-07,0.00013768543418163012,7.527026992918362e-05,6.074508489398609e-05,4.6810065553075826e-05,1.670079358460365e-06,1.0010096296062359e-05,5.257961291581854e-06,2.964632203799973e-06,1.706615996669219e-06,5.417435777890839e-06,7.48993820845955e-06,5.371105419702917e-06,2.1188327887566324e-06,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,1.0812775922584033e-08,1.0812775922584033e-08,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,1.6219163883876042e-08,5.406387961292016e-09,1.0812775922584033e-08,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,3.2710421691405735e-07,1.4065821552959422e-07,6.424951453199431e-05,0.00010570569741918149,0.00014363691535560625,4.060321236886863e-09,2.777802134511838e-05,5.465858228866228e-05,7.272673085530018e-05,9.04704961442606e-05,0.00011932979508163736,0.00013551652063774564,0.00015450375515780321,0.00019237009643869248,3.74406571503878e-08,4.327688469842927e-08,1.8108861571216778e-09,3.546590502607562e-07,1.8922357864522054e-08,9.190859534196425e-09,1.4218800338198e-07,1.5678525087746845e-08,5.406387961292016e-09,3.2438327767752084e-08,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,5.406387961292016e-09,1.0812775922584033e-08,1.0812775922584033e-08,1.6219163883876042e-08,5.406387961292016e-09,2.7031939806460076e-08,2.1625551845168066e-08,1.0812775922584033e-08,5.406387961292016e-09,1.0812775922584033e-08,8.109581941938023e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,8.109581941938023e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,1.0812775922584033e-08,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.406387961292016e-09,5.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activities,Green areas,Central,East,Upper middle
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activities,Urban,Urban,South East,Lower middle
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areas,Urban,East,Middle
-692660103,0.2539472229633904,22113.404399221967,5615.637637448839,3.5655433669804457e-07,3.9911376395231557e-07,5.01154258333969e-07,7.197262055216048e-07,2.2399303977195778e-06,2.8993495152728395e-06,1.805505626148112e-06,9.767161771041484e-07,1.0340169090213569e-06,5.517920287717489e-07,1.6270747036294095e-06,3.930111552833134e-06,2.2048131943374387e-06,1.6917272523791868e-06,1.1956705029257206e-06,8.344620124388291e-07,2.6193238040232773e-06,7.278726476727335e-06,1.585808937793106e-06,1.936047423276564e-06,1.0701473674371248e-06,9.84655961636476e-06,1.6199450288408008e-08,2.2976208389246186e-07,1.7931502871488504e-06,1.8233729918037578e-06,1.4684883141615217e-06,6.99950743820269e-07,1.7914882433105968e-06,2.040346952227303e-06,1.0506658787274575e-05,9.772004312691425e-07,1.2962391386374375e-06,1.1283451206972586e-05,2.0040801157113281e-07,6.906918584720338e-06,6.1447231279083034e-06,2.6180437442709404e-07,5.003910823849414e-07,1.3634649063167096e-07,6.7075404268972845e-06,1.2019232398739455e-06,1.5235094707425423e-06,1.5883533727572233e-06,1.2604626845008493e-06,5.704743600337435e-07,1.703627373537148e-05,1.3634649063167096e-07,4.785631477633235e-07,5.951758768308087e-06,1.6487954713743117e-05,1.1400505131370627e-06,4.87119012815851e-07,1.4006546569459552e-06,1.4612302874066617e-06,1.1357123199463015e-06,3.863449162790266e-07,1.3361142137744477e-07,5.924515944215759e-06,3.2130905848421457e-07,2.7105293209295284e-07,6.383444074107956e-07,1.8602024119338809e-06,1.9513311772660714e-06,8.822759570278424e-07,1.3634649063167096e-07,5.120138321599761e-08,2.779747477424859e-08,9.467668761132845e-09,3.719029476900327e-08,1.0715767738935782e-07,1.068966911128863e-08,5.7336895184377984e-06,2.4352126351226824e-07,2.4325545731870425e-07,6.26738804827405e-07,1.8122220643525999e-06,1.9427794419770403e-06,8.651724864497809e-07,6.1447231279083034e-06,1.4729643097664682e-06,1.8162275180738009e-06,7.147570901841732e-07,2.1407742098838618e-06,2.2361596915352116e-06,3.321023885091709e-06,1.5218705606609274e-06,4.2043970696847366e-06,2.9240749231885528e-06,4.432767757238756e-06,2.204969368744801e-06,7.474461686199374e-06,2.5471882838398483e-06,3.4966117421467478e-06,5.333402901038279e-07,1.009231019217078e-07,1.1283451206972586e-05,5.01635100260574e-06,6.130452425349876e-06,1.4982280767774243e-06,1.3664777901697087e-07,6.0045444175935445e-05,4.3391398265027936e-05,1.6254612606904502e-05,3.937924806266281e-06,3.994333040030086e-07,5.952978532474627e-06,1.4927251891605133e-06,2.181738173255315e-06,2.396605653993091e-06,4.080234380871204e-06,3.913172059475873e-06,3.226728146228484e-06,6.864439132473892e-07,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,6.134936026834232e-09,1.0224893378057052e-08,4.089957351222821e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,1.246659259740737e-07,4.761174933184679e-08,2.59139697773478e-05,4.290365261432739e-05,6.309168209996323e-05,1.772054924814845e-09,1.2977434675430012e-05,2.2241188075949704e-05,2.9529492075828772e-05,3.611023345394629e-05,5.04496239273335e-05,5.8359601444598425e-05,6.762335484511813e-05,8.202000472142246e-05,1.29246777058655e-08,1.6143908238163605e-08,7.127108285836812e-10,1.5112392412768327e-07,7.157425364639939e-09,5.112446689028526e-09,3.4764637485393985e-08,6.339433894395375e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,1.4314850729279877e-08,2.0449786756114106e-09,1.635982940489129e-08,6.134936026834232e-09,1.2269872053668466e-08,2.0449786756114106e-09,2.0449786756114106e-09,3.067468013417116e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,6.134936026834232e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,3.067468013417116e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,4.089957351222821e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.0449786756114106e-09,2.044978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estates,Shopping,Green areas,Central,East,Upper middle
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activities,Green areas,Urban,Centre,Middle
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areas,Peri-urban,South,Upper middle
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areas,Peri-urban,South East,Upper middle
-692900105,0.5454581108035806,4579.629765350508,2497.996199987933,7.280362125700866e-06,5.589836328214393e-06,7.3555465863508185e-06,9.929422285343997e-06,8.042822911918789e-06,2.9738535249090352e-05,2.095167853594294e-05,1.2790672193457754e-05,1.0411183904888794e-05,7.015225404685164e-06,2.6457078547101224e-05,2.2036125299352793e-05,2.7290652427557635e-05,2.0385135062295914e-05,1.2121416046653288e-05,1.081487814263301e-05,3.223850996336034e-05,6.944036625265957e-05,1.742640930957395e-05,1.1929272651217666e-05,1.352474956882042e-05,9.264820697849264e-05,3.777032788459686e-07,3.911294890339431e-06,4.144269290752106e-06,1.3878616909757468e-05,1.8782973666962283e-05,1.5161051824605336e-05,2.087935873531877e-05,1.5890641660757235e-05,0.0001053335769428991,1.3771708582694763e-05,2.2589208228415227e-05,0.00011910528552559386,3.194509336710893e-06,5.89325654701388e-05,5.4773525939853936e-05,6.576740039411305e-07,3.501365526343734e-06,4.279278975362978e-06,5.365084724320952e-05,2.6752949055436466e-06,8.03329323252813e-06,2.103971249171338e-05,1.545809266382396e-05,7.567132646244818e-06,0.0001828341672904719,4.104955450787716e-06,1.8468998068123645e-05,4.966613123749992e-05,0.00016312405395850428,1.7667776589432178e-06,3.324182953973425e-06,8.350935720701623e-06,2.7237253555694568e-05,1.0220427161693963e-05,2.3570458017810703e-06,1.5169030870660704e-06,5.427381290683933e-05,6.951801555826787e-07,1.3374483397783293e-06,1.8734852317302955e-05,7.945369423788878e-06,8.414392859664728e-06,1.7146569810721744e-05,4.104955450787716e-06,5.042393457605264e-07,5.208131444636061e-07,6.919140640621134e-07,2.0480997859379533e-06,3.3988911056351557e-07,9.668186146011943e-07,4.9214153406940844e-05,1.90940809822152e-07,8.166351953147231e-07,1.794746784832977e-05,5.8972696378509235e-06,8.026768546645674e-06,1.6335071368977604e-05,5.4773525939853936e-05,4.896476317198633e-06,1.769605730955453e-05,1.2538079030195986e-05,1.9642913282904786e-05,1.0908125130168738e-05,4.2272037146456536e-05,3.0277110716077967e-05,3.564801253289063e-05,1.433108944830332e-05,5.3518228988027784e-05,4.182031760392179e-05,7.3164531250219e-05,2.0919602601710133e-05,3.2629989002158485e-05,2.3257395092873712e-05,1.2239343359853178e-06,0.00011910528552559386,4.434170108467313e-05,7.2493418227711e-05,5.1695651787159996e-05,2.270166213209699e-06,0.0006509045687054835,0.00029605759117047907,0.00034107870839363393,0.0002872081706211179,1.3768269141370468e-05,5.333180679987132e-05,2.85672697759543e-05,2.2106694794052364e-05,3.4108887498941474e-06,2.8639415808411006e-05,4.083481055721156e-05,2.955528650312928e-05,1.1279524054082285e-05,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,7.152049642399528e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,2.3840165474665087e-07,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,2.1996174774967245e-06,1.6514209972685874e-06,0.0004491487175426903,0.0007601198359942218,0.0010667043639984149,3.87376518915898e-08,0.00023277537569462995,0.0003928859270224807,0.0005232439518379496,0.0006465452876729173,0.0008723593350489449,0.0009851709980750602,0.0011462351560218979,0.0013750053839167839,2.816479688481737e-07,3.391757259228368e-07,1.5624446278419777e-08,3.0944534786115296e-06,2.1456148927198579e-07,5.721639713919622e-08,1.3016730349167139e-06,1.0012869499359338e-07,4.768033094933019e-08,1.9072132379732075e-07,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,1.4304099284799059e-07,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,1.4304099284799059e-07,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,2.3840165474665087e-07,4.768033094933019e-08,4.768033094933019e-08,7.152049642399528e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,7.152049642399528e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,4.768033094933019e-08,9.536066189866038e-08,4.768033094933019e-08,4.768033094933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estates,Housing,Green areas,Urban,South East,Lower middle
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activities,Green areas,Urban,South East,Middle
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middle
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areas,Central,Centre,Upper middle
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areas,Central,North,Upper middle
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areas,Urban,West,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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areas,Urban,East,Upper middle
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activities,Green areas,Urban,Centre,Middle
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subdivisions,Housing,Countryside,Peri-urban,North,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North East,Middle
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activities,Green areas,Urban,South,Upper middle
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areas,Central,Centre,Upper middle
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activities,Green areas,Urban,Centre,Middle
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areas,Peri-urban,West,Upper middle
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areas,Central,East,Upper middle
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areas,Peri-urban,South,Upper middle
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East,Lower middle
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activities,Green areas,Peri-urban,East,Upper middle
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West,Upper middle
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areas,Peri-urban,North,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper middle
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areas,Central,Centre,Middle
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subdivisions,Other activities,Green areas,Peri-urban,North East,Upper middle
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areas,Urban,North East,Upper
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areas,Peri-urban,East,Middle
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subdivisions,Housing,Green areas,Urban,South East,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Lower middle
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subdivisions,Housing,Green areas,Peri-urban,East,Upper middle
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middle
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estates,Housing,Green areas,Urban,South,Lower
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areas,Peri-urban,West,Upper middle
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areas,Urban,North East,Middle
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estates,Housing,Urban,Urban,North,Lower middle
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estates,Housing,Urban,Urban,North West,Middle
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areas,Urban,North,Middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle,238367.9700572043
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subdivisions,Housing,Green areas,Peri-urban,North East,Middle,2294056.2291462114
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activities,Green areas,Urban,South,Upper middle,218146.3546868338
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diff --git a/predihood/generated_files/datasets/data_densitywith_assessment.csv b/predihood/generated_files/datasets/data_densitywith_assessment.csv
index e67a7c11add518a1590a90a0a18f79d00dcf44a6..3e7cb7c375ef5cf3881c53f52f182fb74cd90a60 100644
--- a/predihood/generated_files/datasets/data_densitywith_assessment.csv
+++ b/predihood/generated_files/datasets/data_densitywith_assessment.csv
@@ -1,278 +1,386 @@
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activities,Green areas,Urban,North,Upper middle,0.0002806496100011353
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activities,Green areas,Urban,South West,Lower,0.00020209405745653968
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activities,Green areas,Central,East,Upper middle,7.352814400820965e-05
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activities,Green areas,Central,East,Upper middle,6.205082887272958e-05
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subdivisions,Housing,Green areas,Peri-urban,North East,Middle,0.0038448943755069326
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subdivisions,Other activities,Green areas,Peri-urban,West,Upper middle,235560.66894078424
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle,238367.9700572043
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activities,Green areas,Urban,South,Upper middle,59978.73109389238
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activities,Green areas,Central,East,Upper middle,43870.56712249828
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activities,Urban,Urban,South East,Lower middle,169691.666069145
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activities,Green areas,Central,East,Upper middle,37022.6270469141
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle,302961.2508838244
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activities,Green areas,Urban,South,Upper middle,218146.3546868338
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activities,Green areas,Urban,Centre,Middle,15719.48714031671
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activities,Green areas,Urban,Centre,Middle,16161.279368207266
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activities,Green areas,Peri-urban,East,Upper middle,390526.457776135
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West,Upper middle,102020.0214677573
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subdivisions,Other activities,Green areas,Peri-urban,North East,Upper middle,89088.80917289984
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subdivisions,Housing,Green areas,Urban,South East,Upper middle,212011.77740348232
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subdivisions,Housing,Green areas,Peri-urban,North,Lower middle,1351327.7987221524
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diff --git a/predihood/generated_files/selected-indicators/list10.csv b/predihood/generated_files/selected-indicators/list10.csv
index 46070d80b896f0bcfc47a912eb600e8f7c5234dc..51dbaffe679845c17a1048dc2e7ae33d8cef4d44 100644
--- a/predihood/generated_files/selected-indicators/list10.csv
+++ b/predihood/generated_files/selected-indicators/list10.csv
@@ -1,6 +1,6 @@
-0,P14_MAISON,P14_NBPI_RPMAISON,P14_RPMAISON,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH45,C14_COUPAENF,P14_ACTOCC1564,P14_RP_5PP,P14_NBPI_RP_ANEM10P,P14_RP_120M2P,P14_RPMAISON_ACH19,P14_ANEM_RP_PROP,DEC_D314,C14_MEN_CS7,NB_D240,P14_RPMAISON_ACH70,,,,
-1,P14_SCOL0610,P14_SCOL1114,DENSITY,P14_POP5579,P14_RP_ACH19,P14_ANEM_RP_GRAT,P14_NPER_RP_LOCHLMV,P14_PHORMEN,NB_A203,P14_POP0002,P14_POP_ETR,DEC_EQ14,NB_D201,P14_NPER_RP_PROP,P14_RP_1P,P14_ACTOCC15P_ILT2,C14_PMEN_CS6,DEC_PTSA14,,
-2,P14_RPAPPART_ACH90,NB_D240,P14_NPER_RP_LOCHLMV,P14_RPAPPART_ACH11,NB_D231,P14_NSAL15P_TP,NB_F107,C14_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RSECOCC,C14_MEN_CS1,P14_RP_ACH90,P14_RP_100120M2,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH70,DEC_PTSA14,,,
-3,P14_SCOL1114,P14_SCOL0610,P14_RP_80100M2,P14_POP0610,P14_RPAPPART_ACH19,NB_E101,DENSITY,C14_NE24F4P,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,DEC_D314,P14_SCOL1517,P14_RP_ACH19,C14_POP15P_CS5,P14_POP_IMM,C14_ACTOCC15P_PAS,C14_ACTOCC15P_MAR,P14_ACTOCC15P_ILT2,P14_RP_ACH90,DEC_PTSA14
-4,P14_SAL15P_EMPAID,P14_NSAL15P_EMPLOY,P14_RP_CCCOLL,P14_SCOL2529,P14_RP_ACH19,P14_RP_3040M2,C14_PMEN_CS8,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,C14_MENSFAM,P14_ACTOCC15P_ILT3,C14_PMEN_MENSFAM,C14_ACTOCC15P_MAR,P14_CHOM5564,C14_ACTOCC15P_TCOM,P14_POP1524_PSEUL,P14_RPAPPART_ACH19,C14_MEN_CS8,,
-5,P14_SAL15P_APPR,P14_SCOL2529,P14_RP_ACH19,P14_ANEM_RP_GRAT,C14_ACTOCC1564_CS3,P14_RP_2P,P14_POP_ETR,P14_NSCOL15P_SUP,P14_RSECOCC,C14_MEN_CS6,NB_A503,NB_A402,P14_RP_ACH45,P14_RPMAISON_ACH19,P14_RP_ACH70,C14_ACT1564_CS3,C14_PMEN_CS6,P14_RPAPPART_ACH19,,
+0,P14_ACTOCC15P_ILT2,P14_RPMAISON_ACHTOT,P14_PMEN_ANEM0509,P14_MAISON,AREA,P14_RPMAISON,C14_PMEN_CS3,P14_POP,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_ACTOCC15P_ILT2P,C14_POP15P_CS3,P14_NBPI_RPMAISON,DENSITY,C14_ACTOCC15P_DROU,P14_ANEM_RP_PROP
+1,P14_RP_ACH45,P14_RP_ACH90,P14_RP_PROP,NB_A504,C14_PMEN_CS6,AREA,P14_NPER_RP_PROP,C14_PMEN_CS3,P14_POP,C14_ACT1564_CS3,C14_PMEN_MENSFAM,C14_POP15P_CS3,P14_APPART,P14_RP_LOCHLMV,DENSITY,P14_POP_IMM
+2,P14_POPMEN5579,DEC_D814,P14_RPMAISON_ACH90,AREA,C14_NE24F2,P14_NPER_RP_PROP,C14_MENSFAM,P14_POP,C14_PMEN_MENSFAM,DEC_Q114,DEC_D414,C14_PMEN_CS7,DENSITY,P14_POP1524_PSEUL,DEC_D114,P14_ANEM_RP_PROP
+3,C14_PMEN_MENFAM,P14_POP0610,P14_RPMAISON_ACH90,AREA,P14_POP1824,P14_RPAPPART_ACH19,P14_POP,C14_ACT1564_CS2,P14_ACTOCC15P_ILT2P,P14_APPART,P14_ANEM_RP_LOCHLMV,P14_NBPI_RPMAISON,DENSITY,P14_RP_ACH19,P14_RP_1P,P14_POP_IMM
+4,P14_NPER_RP_LOCHLMV,P14_ANEM_RP_LOC,AREA,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,P14_POP,P14_RPAPPART_ACH11,P14_POP1524_PSEUL,C14_POP15P_CS3,P14_ANEM_RP_LOCHLMV,P14_RP_CCCOLL,DENSITY,P14_RP_ACH19,,
+5,DEC_D814,DEC_D914,P14_NPER_RP_LOC,P14_RP_CINDELEC,AREA,P14_RPAPPART_ACH19,P14_POP,C14_PMEN_CS3,C14_PMEN_MENSFAM,C14_MEN_CS3,C14_MEN_CS8,P14_ANEM_RP_LOCHLMV,DENSITY,P14_RP_ACH19,P14_RP_1P,P14_POP_IMM
diff --git a/predihood/generated_files/selected-indicators/list100.csv b/predihood/generated_files/selected-indicators/list100.csv
index fb801aa6409831769c6af1ee35feb310869df7d9..7482ae9de2cff60f3d1e500ccd9af11b3ce36411 100644
--- a/predihood/generated_files/selected-indicators/list100.csv
+++ b/predihood/generated_files/selected-indicators/list100.csv
@@ -1,6 +1,6 @@
-0,P14_PMEN_ANEM0509,C14_ACTOCC1564_CS1,P14_ACTOCC15P_ILT4,P14_ANEM_RP,P14_RP_5PP,DEC_EQ14,C14_ACTOCC1564_CS6,P14_POP0610,C14_ACTOCC15P_VOIT,NB_E101,P14_RP_6080M2,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH05,C502,DEC_D314,P14_SCOL1517,P14_RP_GRAT,NB_B309,NB_A504,P14_RPMAISON_ACH70,C14_COUPAENF,P14_NPER_RP_LOCHLMV,P14_PMEN_ANEM10P,C14_PMEN_CS4,P14_RP_120M2P,C14_MENFAMMONO,NB_D202,NB_B203,C14_MEN_CS2,P14_RSECOCC,P14_ACTOCC5564,P14_NBPI_RP_ANEM10P,C503,P14_POP15P,P14_POP75P,P14_RP_100120M2,DEC_TP6014,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,C14_PMEN_CS5,P14_RPAPPART_ACH05,NB_B301,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,P14_RPMAISON,P14_SCOL2529,NB_B202,NB_D235,P14_POP_ETR,P14_POP0014,NB_B201,C14_MENCOUPAENF,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,C14_MEN_CS7,P14_ACTOCC15P_ILT5,P14_RP,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH45,P14_RPAPPART,C14_MENHSEUL,NB_G102,NB_D239,NB_B204,C701,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,P14_RPAPPART_ACH11,P14_RP_4P,C14_NE24F3,C14_ACTOCC15P_MAR,C14_NE24F0,DEC_S80S2014,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POP0002,DEC_D614,NB_D602,DEC_RD14,P14_ANEM_RP_LOCHLMV,P14_POP6579,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,NB_B304,NB_B102,P14_RPMAISON_ACH11,P14_RP_1P,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,NB_B315,NB_D205,P14_RP_ACH19,DEC_PAUT14,P14_AINACT1564,P14_F3044,NB_A406,P14_NPER_RP_LOC,NB_F111,C14_ACT1564_CS3,C14_PMEN_MENCOUPAENF,P14_RP_VOIT2P,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,C14_PMEN_CS8,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_SCOL1114,C14_POP15P_CS8,P14_POP0205,P14_RP_3040M2,C14_ACTOCC1564_CS4,P14_RPAPPART_ACHTOT,DEC_GI14,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_NSCOL15P_CAPBEP,NB_D240,NB_D221,DEC_D214,C14_FAMMONO,C14_NE24F4P,P14_ANEM_RP_GRAT,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,NB_A402,P14_RETR1564,C14_PMEN_MENCOUPSENF,C14_ACT1564_CS1,P14_F1529,C14_ACTOCC1564_CS2,P14_RP_3P,DEC_D114,P14_POPMEN80P,C14_MEN_CS5,P14_MAISON,P14_NBPI_RPMAISON,C14_MENCOUPSENF,P14_POP1117,P14_POP5564,DEC_D714,P14_RP_M30M2,P14_NSAL15P_TP,P14_ACTOCC1564,C14_MEN_CS3,P14_CHOM1524,NB_D213,P14_RP_ACH90,,,,,,,,
-1,P14_ACTOCC15P_ILT4,DEC_EQ14,C14_ACTOCC1564_CS6,NB_D605,C14_MEN,P14_POP0610,C14_ACTOCC15P_VOIT,NB_E101,P14_PMEN_ANEM0002,P14_ACTOCC15P_TP,DENSITY,C702,P14_ACTOCC15P_ILT3,NB_D201,P14_RPMAISON_ACH05,P14_SCOL1824,P14_RP_GRAT,P14_SCOL1517,NB_A504,C14_FAM,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_D709,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,C14_POP15P_CS5,P14_RP_ACH11,P14_PMEN_ANEM10P,NB_D233,P14_POP_IMM,C14_PMEN_CS4,P14_RP_120M2P,C14_ACTOCC1564_CS5,C301,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_POP0305,C503,C14_ACT1564_CS2,P14_RP_100120M2,C14_MENPSEUL,C14_ACT1564_CS5,DEC_TP6014,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,NB_A501,P14_RPAPPART_ACH05,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_RPMAISON,P14_SCOL2529,NB_D235,P14_POP_ETR,P14_SCOL30P,C14_MENCOUPAENF,P14_POP1524_PSEUL,C14_MEN_CS7,P14_RPMAISON_ACH90,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_SAL15P_INTERIM,P14_RPMAISON_ACH45,P14_SAL15P_CDD,C14_MENHSEUL,C14_ACTOCC1564_CS3,NB_A506,P14_ACT1524,P14_NBPI_RP_ANEM0509,NB_A301,NB_B206,NB_F114,P14_RPAPPART_ACH11,DEC_PPEN14,P14_RP_4P,P14_RP_CCIND,C14_ACTOCC15P_MAR,P14_CHOM5564,DEC_S80S2014,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POP0002,DEC_PBEN14,C14_PMEN_MENSFAM,DEC_RD14,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,NB_A404,NB_D604,NB_F121,NB_B308,P14_POP5579,NB_A405,C601,P14_PHORMEN,C101,P14_RP_1P,P14_ANEM_RP_PROP,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,NB_D601,P14_RP_ACH19,C14_MENFSEUL,C14_PMEN_MENFAMMONO,P14_AINACT1564,C509,P14_RP_2P,P14_NSCOL15P_SUP,C14_ACT1564_CS3,NB_A401,P14_MEN_ANEM0509,P14_NSAL15P,P14_RP_VOIT2P,P14_CHOM2554,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_POP65P,NB_F101,P14_MEN_ANEM0204,C14_POP15P_CS2,DEC_MED14,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_SCOL1114,P14_ACT2554,NB_A203,P14_POP0205,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NPER_RP_PROP,NB_A115,C14_PMEN_CS3,P14_POP1564,DEC_D214,NB_D232,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_A502,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,C14_PMEN_CS6,P14_SAL15P_CDI,NB_A403,P14_NBPI_RPMAISON,C14_MENCOUPSENF,P14_POP1117,NB_F103,P14_NSAL15P_TP,P14_ACTOCC1564,C14_MEN_CS3,P14_CHOM1524,C14_PMEN_CS7,NB_D243,DEC_PIMP14,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90
-2,C104,P14_ACTOCC15P_ILT4,P14_ANEM_RP,DEC_EQ14,C14_ACTOCC1564_CS6,NB_D605,C14_MEN,P14_POP0610,C14_ACTOCC15P_VOIT,P14_RP_6080M2,P14_PMEN_ANEM0002,DENSITY,P14_RPMAISON_ACHTOT,NB_B303,P14_ACTOCC15P_ILT3,P14_RPMAISON_ACH05,NB_D201,C14_MEN_CS1,P14_SCOL1824,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B302,C14_FAM,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,C14_POP15P_CS5,P14_RP_ACH11,DEC_Q314,P14_PMEN_ANEM10P,P14_POP_IMM,NB_D233,P14_RP_120M2P,NB_B101,NB_A121,P14_RSECOCC,P14_ACTOCC5564,P14_NBPI_RP_ANEM10P,P14_POP0305,P14_RP_100120M2,C14_ACT1564_CS5,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,P14_NSAL15P_AIDFAM,C14_PMEN_CS5,P14_RPAPPART_ACH05,P14_ACTOCC15P_ILT1,P14_RPMAISON,P14_SCOL2529,C14_ACT1564_CS4,NB_B201,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,C14_MEN_CS7,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_SAL15P_INTERIM,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_A506,NB_D239,NB_B204,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,NB_F120,P14_RPAPPART_ACH11,DEC_PPEN14,P14_RP_4P,C14_ACTOCC15P_MAR,P14_CHOM5564,C14_NE24F1,P14_NSCOL15P_DIPLMIN,P14_POP1114,P14_RPAPPART_ACH70,NB_D210,P14_POP0002,DEC_D614,C14_POP15P_CS1,NB_B306,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,NB_B313,P14_RP_ACH45,NB_A404,NB_G101,P14_RP_CCCOLL,P14_POPMEN5579,NB_D231,NB_B308,P14_SAL15P_EMPAID,C601,P14_PHORMEN,C101,P14_RPMAISON_ACH11,P14_RP_1P,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,NB_B315,NB_D601,P14_RP_ACH19,DEC_PAUT14,C509,P14_RP_2P,NB_F107,NB_A406,C14_MENSFAM,P14_NPER_RP_LOC,NB_F111,C14_ACT1564_CS3,NB_B103,P14_NSAL15P,P14_RP_VOIT2P,P14_CHOM2554,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,NB_D236,P14_SCOL1114,P14_POP0205,P14_RP_3040M2,DEC_D414,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,NB_D240,C14_PMEN_CS3,DEC_D214,P14_ANEM_RP_GRAT,C14_NE24F4P,DEC_PCHO14,NB_B310,NB_A402,P14_RPAPPART_ACH45,P14_RETR1564,C14_POP15P_CS3,C14_PMEN_CS6,C14_ACTOCC1564_CS2,NB_A403,NB_F113,DEC_D114,P14_ETUD1564,NB_F116,P14_RP_M30M2,P14_NSAL15P_TP,NB_F103,P14_ACTOCC1564,C14_MEN_CS3,C14_PMEN_CS2,NB_D243,DEC_PIMP14,NB_D213,P14_RP_ACH90,P14_POP,,
-3,DEC_EQ14,P14_RP_5PP,P14_RP_SDB,C14_ACTOCC1564_CS6,P14_POP0610,C14_ACTOCC15P_VOIT,P14_RP_4060M2,NB_E101,DENSITY,P14_RPMAISON_ACHTOT,C702,P14_ACTOCC15P_ILT3,C14_MEN_CS1,P14_SCOL1824,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B302,C14_FAM,P14_NSAL15P_INDEP,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_POP15P_CS5,P14_RP_ACH11,P14_PMEN_ANEM10P,P14_POP_IMM,C14_PMEN_MENFAM,C14_PMEN_CS4,P14_RP_120M2P,C14_ACTOCC1564_CS5,C14_PMEN,NB_B203,NB_A121,NB_A303,C301,NB_F303,P14_RSECOCC,P14_POP0305,P14_NBPI_RP_ANEM10P,C503,P14_RP_100120M2,C14_ACT1564_CS5,P14_SCOL0610,P14_RP_80100M2,P14_NSAL15P_AIDFAM,P14_APPART,C14_PMEN_CS5,C14_MEN_CS6,NB_A501,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_SCOL2529,NB_D235,C14_ACT1564_CS4,P14_POP_ETR,P14_POP0014,NB_A205,NB_B201,P14_SCOL30P,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,P14_RPMAISON_ACH45,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_D239,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,NB_A301,NB_A505,NB_F114,NB_G104,P14_POP2529,P14_RP_ACH05,P14_RP_4P,C14_NE24F3,P14_MEN_ANEM0002,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_NSCOL15P_DIPLMIN,P14_POP1114,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,P14_RP_ACH45,P14_CHOM1564,NB_G101,NB_D231,P14_POP2539,NB_B308,C601,C101,P14_RPMAISON_ACH11,P14_RP_1P,P14_NBPI_RPAPPART,NB_D601,P14_RP_ACH19,C14_PMEN_MENFAMMONO,DEC_PAUT14,P14_AINACT1564,C509,P14_F3044,C14_MENSFAM,P14_RP_2P,NB_F111,C14_PMEN_MENCOUPAENF,NB_A401,P14_MEN_ANEM0509,P14_NSAL15P,P14_RP_VOIT2P,C14_ACTOCC15P_PAS,P14_CHOM2554,C14_PMEN_CS1,P14_RP_VOIT1P,P14_NPER_RP_GRAT,NB_D236,DEC_PTSA14,P14_SCOL1114,P14_POPMEN2554,P14_POP0205,C14_ACTOCC1564_CS4,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_NSCOL15P_CAPBEP,NB_D232,DEC_D214,C14_NE24F4P,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,P14_RETR1564,C14_POP15P_CS3,C14_PMEN_CS6,P14_RP_3P,NB_F113,P14_ETUD1564,P14_POP4559,P14_POP15P_MARIEE,NB_F116,C14_MEN_CS5,C14_MENCOUPSENF,P14_RP_M30M2,P14_POP1117,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,C14_MEN_CS3,P14_CHOM1524,NB_D243,DEC_PIMP14,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90,,,,,
-4,P14_ACTOCC15P_ILT4,P14_ANEM_RP,C14_ACTOCC1564_CS6,P14_POP0610,P14_RP_4060M2,P14_MEN_ANEM10P,NB_E101,P14_PMEN_ANEM0002,P14_RPMAISON_ACHTOT,P14_ACTOCC15P_ILT3,P14_RPMAISON_ACH05,P14_SCOL1824,P14_RP_GRAT,NB_A504,P14_NSCOL15P,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,P14_RP_ACH11,P14_PMEN_ANEM10P,P14_POP_IMM,P14_RP_120M2P,P14_RSECOCC,P14_ACTOCC5564,P14_POP0305,P14_POP75P,C14_MENPSEUL,C14_ACT1564_CS5,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,C14_MEN_CS6,NB_A501,P14_RPAPPART_ACH05,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_RPMAISON,P14_SCOL2529,P14_POP_ETR,C14_MENCOUPAENF,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,P14_ACTOCC15P_ILT5,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_RPMAISON_ACH45,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,P14_POP1824,P14_RP_ACH70,NB_A505,P14_RPAPPART_ACH11,P14_POP2529,P14_RP_4P,C14_NE24F3,P14_RP_CCIND,P14_MEN_ANEM0002,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POPMEN1524,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,C14_ACTOCC15P,P14_PHORMEN,P14_RPMAISON_ACH11,P14_RP_1P,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,P14_RP_ACH19,C14_MENFSEUL,DEC_PAUT14,C14_MENSFAM,P14_RP_2P,P14_NSCOL15P_SUP,NB_A406,P14_POP80P,C14_ACT1564_CS3,C14_PMEN_MENCOUPAENF,P14_MEN_ANEM0509,P14_NSAL15P,C14_PMEN_CS8,P14_CHOM2554,P14_MEN_ANEM0204,P14_NPER_RP_GRAT,P14_SCOL1114,NB_A203,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_NSCOL15P_CAPBEP,NB_D221,C14_PMEN_CS3,DEC_D214,P14_ANEM_RP_GRAT,C14_NE24F4P,C14_NE24F2,P14_RPAPPART_ACH45,NB_A402,C14_POP15P_CS3,C14_PMEN_CS6,C14_ACT1564_CS1,P14_F1529,NB_A403,P14_ETUD1564,P14_RP_LOC,P14_POPMEN80P,P14_NBPI_RPMAISON,P14_RP_M30M2,P14_POP1117,P14_NSAL15P_TP,C14_MEN_CS3,P14_CHOM1524,C14_PMEN_CS2,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-5,C14_ACTOCC1564_CS6,P14_RP_4060M2,NB_E101,P14_PMEN_ANEM0002,P14_ACTOCC15P_TP,NB_B303,P14_ACTOCC15P_ILT3,NB_D201,P14_RPMAISON_ACH05,P14_SCOL1824,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_RPMAISON_ACH70,NB_B302,NB_D709,P14_NPER_RP_LOCHLMV,P14_RP_ACH11,DEC_Q314,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_POP_IMM,P14_RP_120M2P,C14_MENFAMMONO,C14_MEN_CS2,P14_RSECOCC,NB_A507,C14_ACT1564_CS2,P14_SAL15P_TP,P14_POP75P,P14_RP_100120M2,C14_MENPSEUL,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RP_80100M2,P14_RPAPPART_ACH90,C14_MEN_CS6,P14_RPAPPART_ACH19,P14_RPMAISON,P14_SCOL2529,NB_B202,NB_D235,C14_ACT1564_CS4,P14_POP_ETR,P14_SCOL30P,P14_POP1524_PSEUL,P14_ACTOCC15P_ILT5,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_RPMAISON_ACH45,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_F102,P14_LOG,P14_POP1824,NB_A301,P14_RP_ACH70,NB_A505,P14_POP2529,C14_NE24F3,P14_MEN_ANEM0002,P14_SCOL0205,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,P14_CHOM1564,NB_A404,P14_RP_CCCOLL,P14_SAL15P_EMPAID,NB_A405,P14_PHORMEN,P14_RPMAISON_ACH11,P14_NBPI_RPAPPART,P14_ANEM_RP_PROP,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,P14_RP_ACH19,DEC_PAUT14,P14_RP_2P,C14_POP15P_CS6,P14_NSCOL15P_SUP,NB_A406,C14_MENSFAM,NB_A503,P14_NPER_RP_LOC,P14_POP80P,C14_ACT1564_CS3,NB_A401,P14_NSAL15P,P14_RP_VOIT2P,C14_PMEN_CS8,P14_ANEM_RP_LOC,P14_CHOM2554,C14_ACTOCC15P_PAS,P14_RP_PROP,P14_POP4054,P14_NPER_RP_GRAT,C14_POP15P_CS8,P14_RP_3040M2,DEC_D414,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_RP_VOIT1,P14_NSCOL15P_CAPBEP,NB_D232,C14_PMEN_CS3,P14_ANEM_RP_GRAT,C14_NE24F4P,C14_FAMMONO,NB_A402,P14_RPMAISON_ACH19,P14_RPAPPART_ACH45,C14_POP15P_CS3,C14_PMEN_MENCOUPSENF,C14_PMEN_CS6,P14_F1529,C14_ACTOCC1564_CS2,P14_RP_3P,NB_A403,DEC_D114,P14_ETUD1564,P14_POPMEN80P,P14_RP_M30M2,P14_POP5564,DEC_D714,P14_NSAL15P_TP,C14_MEN_CS3,P14_CHOM1524,C14_PMEN_CS2,NB_D243,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,,,,,,,,,,,,,,,,,,,,
+0,P14_POP0002,P14_POPMEN2554,P14_RP_6080M2,P14_ACTOCC15P_ILT3,P14_NSAL15P_INDEP,P14_RPAPPART_ACH70,P14_RP_3040M2,P14_ANEM_RP,P14_NBPI_RP_ANEM10P,P14_POP0610,AREA,P14_POP1824,P14_NSCOL15P_SUP,P14_LOG,DENSITY,C14_MENPSEUL,P14_POP2539,P14_POPMEN5579,C14_NE24F4P,P14_RPMAISON,P14_POP,C14_NE24F3,P14_SCOL1824,DEC_D614,P14_POP1564,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_MEN_CS7,P14_SCOL1114,DEC_D814,DEC_D914,P14_NPER_RP_PROP,C14_ACTOCC15P_MAR,P14_APPART,P14_POP1529,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,C14_MENHSEUL,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_SAL15P_EMPAID,DEC_D414,P14_ACTOCC15P_ILT5,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_INACT1564,P14_ANEM_RP_PROP,P14_CHOM1564,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_MAISON,P14_RP_VOIT1P,P14_RP_ACH70,P14_POP2554,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_RP_PROP,C14_FAM,P14_POP15P_NONMARIEE,P14_NPER_RP_GRAT,P14_POP1524,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_POP15P_CS2,C14_MENFSEUL,C14_NE24F2,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,P14_ACTOCC1564,C14_ACT1564_CS5,P14_POP4559,C14_PMEN_CS5,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_NPER_RP_LOC,C14_PMEN_CS8,C14_PMEN_CS4,C14_ACTOCC15P,C14_MEN_CS6,P14_ACT1524,C14_PMEN_CS2,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH90,P14_POP5564,P14_NBPI_RPAPPART,C14_COUPAENF,C14_POP15P_CS5,C14_MENCOUPAENF,P14_ANEM_RP_GRAT,C14_ACTOCC15P_PAS,P14_POP30P,P14_RPAPPART_ACH05,P14_RP_GARL,C14_MEN_CS5,P14_POP0019,P14_ACT2554,P14_RP_LOC,C14_PMEN,C14_ACT1564_CS4,P14_NSCOL15P_CAPBEP,C14_PMEN_MENCOUPSENF,P14_POP0205,C14_POP15P_CS8,C14_ACTOCC1564_CS3,DEC_D314,P14_ACTOCC15P_TP,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT4,P14_SAL15P_APPR,P14_POP15P,C14_PMEN_MENCOUPAENF,DEC_D714,C14_MEN_CS3,DEC_Q314,P14_NSCOL15P,P14_PMEN_ANEM0204,P14_RPAPPART_ACH45,P14_RP_1P,P14_RPMAISON_ACH05,P14_CHOM2554,C14_MENSFAM,P14_RP_CCIND,C14_MEN_CS8,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC1564_CS2,C14_ACT1564_CS2,P14_RP_5PP,P14_SCOL1517,,,
+1,P14_POPMEN2554,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_ACTOCC15P_ILT3,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_SCOL0205,P14_RP_3040M2,C14_ACT1564_CS6,P14_ANEM_RP,P14_RP_3P,C14_MEN_CS4,P14_POP0610,AREA,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,P14_POP6074,P14_LOG,DENSITY,P14_POP0014,C14_MENPSEUL,P14_POPMEN1524,P14_POP2539,P14_POPMEN5579,P14_RPMAISON,P14_POP,C14_MENCOUPSENF,P14_SCOL1824,P14_MEN_ANEM0204,P14_POP1564,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,C14_ACTOCC1564,P14_POP4054,P14_SCOL1114,DEC_D814,DEC_D914,P14_NPER_RP_PROP,P14_POP0305,P14_NSCOL15P_DIPLMIN,P14_APPART,P14_RP_ACH05,P14_ACTOCC2554,DEC_D114,P14_NPER_RP_LOCHLMV,C14_POP15P_CS6,P14_RPAPPART_ACH19,P14_POP15P_MARIEE,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_PHORMEN,P14_ANEM_RP_PROP,P14_SCOL2529,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_RP_VOIT1P,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2P,P14_NBPI_RP_ANEM0509,P14_RP,P14_RP_M30M2,P14_AINACT1564,C14_PMEN_MENFAMMONO,P14_RP_PROP,C14_FAM,C14_ACTOCC1564_CS6,C14_FAMMONO,P14_POP1524,P14_RPAPPART_ACHTOT,P14_POP_FR,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_MENFSEUL,C14_POP15P_CS7,C14_ACT1564_CS3,P14_F1529,P14_RP_ACH11,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,C14_NE24F1,C14_ACT1564_CS5,P14_POP4559,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_NPER_RP_LOC,P14_RPMAISON_ACH70,C14_ACTOCC15P,DEC_MED14,C14_MEN_CS6,P14_RPAPPART,P14_RPMAISON_ACHTOT,C14_PMEN_CS2,P14_NBPI_RPAPPART,P14_RPMAISON_ACH90,P14_POP2064,C14_COUPAENF,P14_POP_ETR,C14_MENCOUPAENF,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_POP30P,P14_RPAPPART_ACH05,P14_ACTOCC15P,P14_RP_GARL,P14_POP0019,C14_POP15P_CS4,P14_RP_LOC,P14_POP65P,P14_NSCOL15P_CAPBEP,C14_POP15P_CS8,C14_ACTOCC1564_CS3,DEC_D314,P14_MEN_ANEM0509,P14_RPAPPART_ACH90,P14_POP15P,C14_PMEN_MENCOUPAENF,C14_MEN_CS3,DEC_Q314,P14_NSCOL15P,P14_RP_GRAT,P14_PMEN_ANEM0204,P14_RPAPPART_ACH45,DEC_PTSA14,P14_RP_1P,C14_MENSFAM,P14_RP_4060M2,P14_RPMAISON_ACH45,C14_POP15P_CS3,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,DEC_TP6014,,,
+2,P14_POP0002,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_RP_3040M2,P14_ANEM_RP,P14_POP0610,P14_NSAL15P,AREA,P14_POP1824,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,C14_MENPSEUL,P14_POPMEN1524,P14_POPMEN5579,P14_RP_VOIT2P,P14_RPMAISON,P14_POP,P14_SCOL1824,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_MEN_CS7,C14_ACTOCC1564,P14_ACTOCC1524,DEC_D914,P14_POPMEN80P,DEC_D814,P14_RP_4P,P14_POP1114,P14_NPER_RP_PROP,P14_F3044,C14_ACTOCC15P_MAR,P14_APPART,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_MENHSEUL,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_POP1517,P14_POP2529,DEC_D414,C14_PMEN_CS7,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_CCCOLL,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_POP2554,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2P,NB_F101,P14_RP_M30M2,P14_RP_PROP,P14_ACTOCC5564,C14_FAM,P14_POP15P_NONMARIEE,C14_NE24F0,C14_ACTOCC1564_CS6,P14_NPER_RP_GRAT,P14_RPAPPART_ACHTOT,P14_POP1524,P14_POPMEN15P,P14_POP_FR,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_NBPI_RP,P14_RP_ACH90,C14_POP15P_CS2,C14_NE24F2,C14_POP15P_CS7,C14_ACT1564_CS3,DEC_D214,P14_NSCOL15P_BAC,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_POP80P,P14_RP_ACH45,NB_A504,P14_POP5579,P14_NPER_RP_LOC,P14_SAL15P_CDD,P14_RPMAISON_ACH70,C14_PMEN_CS8,C14_PMEN_CS4,C14_ACTOCC15P,DEC_MED14,P14_ACT1524,P14_RPMAISON_ACHTOT,P14_RPAPPART,C14_PMEN_CS2,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_POP_ETR,C14_POP15P_CS5,P14_ANEM_RP_GRAT,C14_MENCOUPAENF,C14_ACTOCC1564_CS5,P14_ANEM_RP_LOC,P14_POP30P,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_MEN_CS5,P14_RP_LOC,C14_PMEN,P14_POP65P,P14_RP_ACHTOT,C14_POP15P_CS8,C14_PMEN_MENCOUPSENF,P14_POP0205,C14_ACTOCC1564_CS3,DEC_D314,P14_ACTOCC15P_TP,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT4,P14_RPMAISON_ACH11,P14_POP15P,C14_PMEN_MENCOUPAENF,DEC_D714,DEC_Q314,P14_NSCOL15P,C14_MEN_CS3,C14_ACTOCC15P_VOIT,P14_RPAPPART_ACH45,DEC_PTSA14,P14_RP_1P,P14_CHOM2554,C14_MENSFAM,P14_RP_CCIND,P14_SAL15P,C14_MEN_CS8,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,P14_RP_5PP,NB_B302
+3,P14_POPMEN2554,P14_RP_6080M2,P14_ACTOCC15P_ILT3,P14_PMEN,P14_NSAL15P_INDEP,P14_RPAPPART_ACH70,P14_SCOL0205,P14_NSAL15P_TP,P14_RP_3040M2,C14_ACT1564_CS6,P14_NBPI_RP_ANEM10P,P14_ANEM_RP,P14_RP_3P,P14_POP0610,P14_NSAL15P,AREA,P14_POP1824,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,DENSITY,C14_MENPSEUL,P14_POPMEN1524,P14_POP0014,P14_POP2539,C14_ACT1564,P14_POPMEN5579,P14_RPMAISON,P14_POP,C14_MENCOUPSENF,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,DEC_D814,DEC_D914,P14_ACTOCC1524,P14_NPER_RP_PROP,P14_POP0305,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_ACTOCC2554,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_POP15P_CS6,P14_RPAPPART_ACH19,P14_POP1517,P14_SAL15P_EMPAID,P14_POP2529,P14_POP15P_MARIEE,DEC_D414,P14_POP1117,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,P14_ANEM_RP_PROP,P14_SCOL2529,P14_ACTOCC15P_ILT2,P14_MAISON,C14_MEN_CS2,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_RP_VOIT1P,P14_RP_2P,P14_POP6579,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_AINACT1564,C14_PMEN_MENFAMMONO,P14_ACTOCC5564,P14_NPER_RP_GRAT,C14_ACTOCC1564_CS6,P14_POP1524,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,C14_MENFSEUL,C14_NE24F2,C14_ACT1564_CS3,P14_NSCOL15P_BAC,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_MENFAMMONO,P14_RP_CINDELEC,P14_ACTOCC1564,P14_RP_SDB,P14_SCOL0610,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_POP5579,P14_NPER_RP_LOC,C14_PMEN_CS8,C14_ACTOCC15P,DEC_MED14,P14_ACT1524,P14_RPMAISON_ACHTOT,P14_RPAPPART,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,C14_COUPAENF,P14_POP_ETR,P14_ACT5564,C14_POP15P_CS5,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,C14_MENCOUPAENF,C14_ACTOCC1564_CS5,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_RPAPPART_ACH05,P14_ACTOCC15P,C14_ACTOCC15P_TCOM,P14_ACT1564,P14_SCOL30P,C14_PMEN,P14_NSCOL15P_CAPBEP,C14_PMEN_MENCOUPSENF,C14_POP15P_CS8,P14_POP0205,DEC_D314,P14_RPAPPART_ACH90,P14_SAL15P_APPR,C14_PMEN_MENCOUPAENF,DEC_D714,DEC_Q314,C14_MEN_CS3,P14_NSCOL15P,C14_ACTOCC15P_VOIT,P14_PMEN_ANEM0204,P14_RPAPPART_ACH45,P14_RP_1P,P14_RP_CCIND,P14_SAL15P,P14_RP_4060M2,P14_RPMAISON_ACH45,C14_ACTOCC1564_CS2,C14_POP15P_CS3,C14_PMEN_MENSFAM,C14_ACT1564_CS2,P14_NBPI_RP_ANEM0204,P14_RP_5PP,P14_SCOL1517
+4,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_MEN_ANEM10P,P14_ACTOCC15P_ILT3,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_SCOL0205,P14_RP_3040M2,P14_NBPI_RP_ANEM10P,P14_RP_3P,P14_POP0610,AREA,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,P14_POP6074,DENSITY,P14_POP0014,P14_POP2539,P14_POPMEN5579,C14_NE24F4P,P14_RPMAISON,P14_POP,P14_CHOM5564,P14_SCOL1824,DEC_D614,P14_POP1564,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,C14_ACTOCC1564,DEC_D814,DEC_D914,P14_NPER_RP_PROP,P14_POP0305,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_RP_ACH05,DEC_D114,P14_ACTOCC2554,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,DEC_D414,P14_ACTOCC15P_ILT5,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_INACT1564,P14_ANEM_RP_PROP,P14_PHORMEN,P14_SCOL2529,P14_RP_2P,P14_ACTOCC15P_ILT2,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_POP6579,P14_POP2554,P14_ACTOCC15P_ILT2P,P14_POP75P,P14_RP_M30M2,P14_ACTOCC5564,P14_POP15P_NONMARIEE,P14_NPER_RP_GRAT,P14_RPAPPART_ACHTOT,P14_POP1524,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,C14_ACTOCC15P_DROU,P14_RP_ACH90,C14_PMEN_CS6,C14_POP15P_CS7,C14_ACT1564_CS3,P14_RP_ACH11,DEC_D214,P14_NSCOL15P_BAC,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,C14_NE24F1,P14_ACTOCC1564,P14_POP4559,C14_PMEN_CS5,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_RP_ACH45,P14_POP5579,P14_NPER_RP_LOC,C14_PMEN_CS8,P14_RP_120M2P,DEC_MED14,C14_MEN_CS6,P14_RPAPPART,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_POP2064,P14_POP5564,P14_POP_ETR,P14_ACT5564,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,P14_RP_GARL,C14_POP15P_CS4,P14_RP_LOC,P14_POP0205,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH90,DEC_D714,P14_RP_100120M2,DEC_Q314,C14_MEN_CS3,P14_RP_GRAT,P14_RPAPPART_ACH45,P14_RP_1P,C14_MENSFAM,C14_MEN_CS8,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RPMAISON_ACH45,C14_POP15P_CS3,P14_RP_80100M2,P14_ETUD1564,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,P14_RP_5PP,,,,,,,,,,,,,,,,,,
+5,C14_POP15P,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_MEN_ANEM10P,P14_ACTOCC15P_ILT3,DEC_Q114,P14_RPAPPART_ACH70,P14_RP_3040M2,C14_ACT1564_CS6,P14_NBPI_RP_ANEM10P,P14_ANEM_RP,P14_RP_3P,P14_NSAL15P,AREA,P14_POP1824,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,DENSITY,C14_ACT1564,P14_POPMEN1524,C14_MENPSEUL,P14_POP2539,P14_POP,P14_NSAL15P_EMPLOY,P14_SCOL1824,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,P14_POP4054,DEC_D814,DEC_D914,P14_RP_4P,P14_NPER_RP_PROP,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_POP1529,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_MENHSEUL,P14_RPMAISON_ACH19,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,C14_PMEN_CS7,P14_ANEM_RP_PROP,P14_PHORMEN,P14_SCOL2529,P14_RP_2P,P14_ACTOCC15P_ILT2,C14_MEN_CS2,P14_RP_ACH70,P14_RP_VOIT1P,P14_ACTOCC15P_ILT2P,P14_RP,P14_POP75P,P14_RP_M30M2,C14_PMEN_MENFAMMONO,P14_POP15P_NONMARIEE,C14_ACTOCC1564_CS6,P14_POPMEN15P,P14_POP_FR,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_MENFSEUL,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,P14_POP4559,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,P14_POP5579,P14_NPER_RP_LOC,P14_RPMAISON_ACH70,C14_PMEN_CS8,C14_PMEN_CS4,C14_ACTOCC15P,DEC_MED14,C14_MEN_CS6,P14_ACT1524,P14_RPAPPART,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_POP_ETR,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,C14_ACTOCC1564_CS5,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,P14_ACTOCC15P,C14_ACTOCC15P_TCOM,P14_RP_GARL,P14_ACT1564,P14_SCOL30P,P14_POP0019,P14_RP_LOC,C14_PMEN,P14_NSCOL15P_CAPBEP,P14_RP_ACHTOT,C14_POP15P_CS8,P14_POP0205,C14_ACTOCC1564_CS3,DEC_D314,P14_RPAPPART_ACH90,P14_SAL15P_APPR,DEC_D714,P14_RP_100120M2,C14_MEN_CS3,P14_NSCOL15P,DEC_Q314,C14_ACTOCC15P_VOIT,P14_RP_GRAT,P14_RPAPPART_ACH45,P14_RP_1P,P14_RPMAISON_ACH05,C14_MENSFAM,C14_MEN_CS8,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_POP15P_CS3,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,NB_B302,,,,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/list20.csv b/predihood/generated_files/selected-indicators/list20.csv
index 4dc95ed151d5f014e2fc5fc747fb8d3bf1e33132..f5c16d5495bed9e99e8ee3a706e518bd0262dcf8 100644
--- a/predihood/generated_files/selected-indicators/list20.csv
+++ b/predihood/generated_files/selected-indicators/list20.csv
@@ -1,6 +1,6 @@
-0,P14_POP0002,P14_RP_5PP,P14_NPER_RP_PROP,P14_RPAPPART_ACH05,P14_RP_CCCOLL,NB_D240,P14_RPMAISON,P14_RPMAISON_ACHTOT,NB_D235,P14_RPMAISON_ACH19,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,P14_RPMAISON_ACH90,DEC_D314,C14_MEN_CS7,C14_PMEN_MENCOUPSENF,P14_RPMAISON_ACH70,P14_RPMAISON_ACH45,C14_COUPAENF,DEC_PAUT14,NB_D239,DEC_D114,P14_RP_120M2P,P14_POPMEN80P,P14_MAISON,P14_NBPI_RPMAISON,C14_MENCOUPSENF,DEC_D714,P14_ACTOCC1564,P14_NBPI_RP_ANEM10P,C14_ACTOCC15P_MAR,P14_RP_PROP,P14_NPER_RP_GRAT,,,
-1,P14_SCOL0610,P14_SCOL1114,NB_A203,P14_POP0002,DEC_EQ14,P14_NPER_RP_PROP,P14_POP0610,NB_D604,NB_F121,P14_RPAPPART_ACH19,NB_E101,DENSITY,P14_POP5579,P14_ANEM_RP_GRAT,P14_PHORMEN,C101,P14_POP_ETR,NB_D201,DEC_PCHO14,P14_RP_1P,C14_MENCOUPAENF,P14_SCOL1517,C14_PMEN_CS6,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,P14_ACT1524,P14_RPAPPART_ACH11,P14_CHOM2554,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_ACTOCC15P_ILT2,P14_RP_100120M2,NB_D213,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14
-2,P14_RPAPPART_ACH90,C14_POP15P_CS1,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,NB_D231,NB_D240,P14_ANEM_RP_GRAT,C14_MEN_CS1,DEC_D314,P14_RPMAISON_ACH90,NB_A504,C14_PMEN_CS6,P14_POP,P14_RPMAISON_ACH70,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,P14_RP_2P,NB_F107,NB_B204,C14_MENSFAM,P14_RP_ACH70,P14_RPAPPART_ACH11,DEC_PPEN14,P14_NSAL15P_TP,P14_RPAPPART_ACH70,P14_RSECOCC,NB_D236,P14_RP_100120M2,NB_D213,P14_RP_ACH90,DEC_PTSA14,,,,
-3,P14_SCOL1114,P14_SCOL0610,P14_POPMEN2554,P14_RP_80100M2,P14_ACTOCC15P_ILT2P,P14_POP0610,C14_ACTOCC15P_VOIT,P14_POP2539,P14_RPAPPART_ACH19,NB_E101,DENSITY,C14_NE24F4P,NB_D235,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,DEC_D314,P14_SCOL1517,C14_PMEN_CS6,NB_D601,P14_RP_ACH19,C14_POP15P_CS5,P14_POP_IMM,NB_F111,P14_POP4559,C14_MENCOUPSENF,C14_ACTOCC15P_PAS,P14_ACTOCC1564,P14_RSECOCC,C14_ACTOCC15P_MAR,P14_ACTOCC15P_ILT2,P14_RP_ACH90,DEC_PTSA14,,,,
-4,P14_RP_3040M2,C14_PMEN_MENSFAM,P14_RP_CCCOLL,P14_RP_4060M2,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_SAL15P_EMPAID,P14_SCOL2529,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_SCOL1824,C14_ACTOCC15P_TCOM,C14_POP15P_CS3,P14_POP1524_PSEUL,P14_ACTOCC15P_ILT5,P14_NSAL15P_EMPLOY,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,C14_MENSFAM,P14_POP_IMM,P14_RP_120M2P,P14_ETUD1564,P14_RP_M30M2,C14_PMEN_CS8,C14_NE24F3,P14_CHOM1524,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_RPAPPART_ACH70,P14_POP,,,,
-5,P14_SAL15P_APPR,P14_ANEM_RP_LOCHLMV,C14_MEN_CS6,P14_NSCOL15P_CAPBEP,P14_RP_ACH45,P14_RP_CCCOLL,P14_RPAPPART_ACH19,P14_SAL15P_EMPAID,P14_SCOL2529,P14_ANEM_RP_GRAT,P14_PHORMEN,P14_POP_ETR,P14_ACTOCC15P_ILT3,NB_D201,P14_SCOL30P,NB_A402,P14_RPMAISON_ACH19,C14_ACTOCC15P_DROU,C14_PMEN_CS6,P14_RP_ACH19,C14_ACTOCC1564_CS3,P14_NPER_RP_LOCHLMV,P14_RP_2P,P14_NSCOL15P_SUP,NB_A503,P14_NPER_RP_LOC,NB_A301,P14_RP_ACH70,C14_ACT1564_CS3,C14_PMEN_CS8,P14_RSECOCC,P14_SAL15P_TP,P14_RP_CINDELEC,P14_POP,,
+0,C14_PMEN_MENCOUPSENF,P14_POP0205,P14_RPAPPART_ACH19,C14_ACTOCC1564_CS3,DEC_D414,P14_NBPI_RPMAISON,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,C14_PMEN_MENCOUPAENF,AREA,P14_POP1824,P14_ACTOCC15P_ILT2P,DENSITY,P14_RPMAISON_ACHTOT,P14_RPAPPART,P14_NBPI_RPAPPART,P14_RPMAISON,P14_POP,C14_NE24F3,P14_SCOL1824,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,C14_ACT1564_CS3,C14_ACTOCC15P_MAR,P14_RP_5PP,P14_SCOL1517,,
+1,C14_ACTOCC1564_CS3,P14_RP_3040M2,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RPAPPART_ACH90,P14_RP_CCCOLL,P14_RP_ACH45,P14_ACTOCC15P_ILT2,NB_A504,P14_PMEN_ANEM0509,P14_NPER_RP_LOC,P14_POP0610,AREA,C14_MEN_CS6,DENSITY,P14_RP_PROP,P14_RPMAISON_ACHTOT,P14_POP,C14_FAMMONO,C14_POP15P_CS3,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_RP_ACH90,C14_PMEN_CS6,P14_NPER_RP_PROP,C14_ACT1564_CS3,C14_PMEN_MENSFAM,P14_POP0019,P14_APPART,P14_POP_IMM,,,,,,
+2,C14_ACTOCC1564_CS3,DEC_Q114,P14_RPAPPART_ACH70,DEC_D414,C14_PMEN_CS7,P14_ANEM_RP,P14_POP1524_PSEUL,P14_ANEM_RP_PROP,P14_POP15P,P14_ACTOCC15P_ILT2,P14_RP_ACH45,P14_POP0610,AREA,DEC_Q314,P14_NSCOL15P,P14_ACTOCC15P_ILT2P,DENSITY,P14_POPMEN5579,P14_RP_VOIT2P,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,C14_MENSFAM,P14_POP,P14_SCOL1824,DEC_D614,C14_PMEN_MENFAM,DEC_D814,C14_NE24F2,P14_NPER_RP_PROP,C14_PMEN_MENSFAM,P14_APPART,DEC_D114,,,,
+3,P14_RP_VOIT1,C14_PMEN_MENCOUPSENF,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,DEC_D414,P14_NBPI_RPMAISON,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_MAISON,P14_POP0610,AREA,P14_POP1824,P14_MEN_ANEM0002,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,DENSITY,P14_RP_M30M2,P14_RP_1P,P14_ACT1524,C14_PMEN_MENFAMMONO,P14_RPMAISON_ACH90,P14_POP,P14_ANEM_RP_LOCHLMV,P14_LOGVAC,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,P14_NPER_RP_PROP,C14_ACTOCC15P_TCOM,C14_ACT1564_CS2,C14_ACTOCC15P_MAR,P14_APPART,P14_ACTOCC15P_ILT1,P14_POP_IMM
+4,P14_NPER_RP_LOCHLMV,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,P14_RP_CCCOLL,P14_RPAPPART_ACH90,P14_POP1524_PSEUL,P14_RP_ACH19,P14_RP_ACH45,P14_RP_ACH70,AREA,DENSITY,P14_RP_M30M2,P14_POP,C14_MEN_CS8,P14_POP_ETR,P14_RPAPPART_ACH11,C14_POP15P_CS3,P14_ANEM_RP_LOCHLMV,P14_NBPI_RP_ANEM0002,P14_RP_LOCHLMV,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_MAR,P14_RP_LOC,DEC_D114,,,,,,,,
+5,C14_MENHSEUL,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,DEC_Q114,DEC_D314,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_2P,P14_NPER_RP_LOC,AREA,DEC_D714,C14_MEN_CS3,DEC_Q314,P14_ACTOCC15P_ILT2P,DEC_MED14,C14_ACTOCC15P_VOIT,DENSITY,P14_RP_M30M2,P14_RP_1P,P14_ACT1524,P14_POP,C14_MEN_CS8,C14_POP15P_CS3,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOCHLMV,DEC_D814,DEC_D914,C14_PMEN_MENSFAM,P14_POP1529,P14_ACTOCC15P_ILT1,P14_POP_IMM,,,
diff --git a/predihood/generated_files/selected-indicators/list30.csv b/predihood/generated_files/selected-indicators/list30.csv
index d8774baa6b1ba0fce3de95c4aa60909a044865bd..78cae10179b744e6b6aaaab09b86bf01201e454d 100644
--- a/predihood/generated_files/selected-indicators/list30.csv
+++ b/predihood/generated_files/selected-indicators/list30.csv
@@ -1,6 +1,6 @@
-0,P14_POP0002,P14_APPART,P14_RP_5PP,P14_NPER_RP_PROP,P14_RPAPPART_ACH05,P14_RP_ACH45,P14_RP_CCCOLL,NB_D240,P14_RPMAISON,DEC_D214,P14_RPMAISON_ACHTOT,NB_B202,NB_D235,NB_B201,P14_RPMAISON_ACH05,P14_RPMAISON_ACH19,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,P14_RPMAISON_ACH90,DEC_D314,C14_MEN_CS7,C14_PMEN_MENCOUPSENF,P14_RPMAISON_ACH70,P14_RPMAISON_ACH45,P14_RP_ACH19,C14_COUPAENF,DEC_PAUT14,DEC_TP6014,NB_D239,P14_PMEN_ANEM10P,DEC_D114,NB_A406,P14_RP_120M2P,P14_POPMEN80P,P14_MAISON,P14_NBPI_RPMAISON,NB_B203,C14_MENCOUPSENF,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,P14_NBPI_RP_ANEM10P,C14_ACTOCC15P_MAR,P14_RP_PROP,P14_NSCOL15P_DIPLMIN,P14_NPER_RP_GRAT,DEC_PTSA14,,,,,,
-1,P14_SCOL0610,P14_SCOL1114,NB_A203,P14_POP0002,P14_RP_3040M2,P14_RP_LOCHLMV,DEC_EQ14,P14_NPER_RP_PROP,NB_A404,P14_RP_ACH90,P14_POP0610,NB_D604,NB_F121,P14_RPAPPART_ACH19,NB_E101,DENSITY,P14_POP5579,P14_SCOL2529,P14_ANEM_RP_GRAT,C14_NE24F4P,P14_PHORMEN,C101,P14_POP_ETR,C702,NB_D201,DEC_PCHO14,P14_RP_1P,C14_MENCOUPAENF,P14_POP1524_PSEUL,P14_SCOL1517,C14_PMEN_CS6,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,P14_PMEN_ANEM10P,NB_D233,P14_ACT1524,C14_ACT1564_CS3,P14_NSAL15P,C14_MENCOUPSENF,P14_RPAPPART_ACH11,P14_CHOM2554,C14_ACTOCC15P_PAS,P14_RSECOCC,P14_NBPI_RP_ANEM10P,C14_ACTOCC15P_MAR,P14_ACTOCC15P_ILT2,P14_RP_100120M2,NB_D213,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,,
-2,P14_SCOL1114,P14_RPAPPART_ACH90,C14_POP15P_CS1,P14_ANEM_RP,P14_RP_3040M2,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,P14_RP_ACH45,P14_POP0610,NB_D231,NB_D240,DENSITY,P14_ANEM_RP_GRAT,C14_NE24F4P,C14_MEN_CS1,NB_B310,P14_RETR1564,DEC_D314,P14_RPMAISON_ACH90,NB_A504,P14_SCOL1517,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B315,C14_PMEN_CS6,P14_NSAL15P_EMPLOY,P14_POP,NB_B302,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,P14_RP_2P,NB_F107,NB_B204,C14_MENSFAM,DEC_Q314,P14_RP_ACH70,P14_RPAPPART_ACH11,DEC_PPEN14,P14_NSAL15P_TP,P14_RPAPPART_ACH70,P14_RSECOCC,C14_PMEN_CS2,NB_D243,DEC_PIMP14,NB_D236,P14_RP_100120M2,NB_D213,P14_RP_ACH90,DEC_PTSA14,,
-3,P14_SCOL1114,P14_SCOL0610,P14_POPMEN2554,P14_RP_80100M2,P14_NSAL15P_AIDFAM,DEC_EQ14,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_CAPBEP,P14_POP0610,C14_ACTOCC15P_VOIT,P14_POP2539,P14_RPAPPART_ACH19,NB_E101,DENSITY,P14_SCOL2529,C14_NE24F4P,NB_D235,P14_POP_ETR,DEC_PCHO14,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,DEC_D314,P14_SCOL1517,C14_PMEN_CS6,P14_NSCOL15P,NB_D601,P14_RP_ACH19,C14_POP15P_CS5,NB_F113,P14_POP_IMM,C14_PMEN_MENFAM,NB_F111,P14_POP4559,NB_F116,C14_MENCOUPSENF,NB_G104,C14_ACTOCC15P_PAS,P14_CHOM2554,P14_ACTOCC1564,P14_RSECOCC,P14_POP0305,C14_ACTOCC15P_MAR,DEC_PIMP14,NB_D243,P14_ACTOCC15P_ILT2,P14_RP_100120M2,P14_RP_ACH90,DEC_PTSA14,,,,,
-4,P14_SCOL0610,P14_RPAPPART_ACH90,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,P14_RP_CCCOLL,P14_RP_4060M2,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_SAL15P_EMPAID,P14_SCOL2529,P14_PHORMEN,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RP_1P,P14_SCOL1824,C14_ACTOCC15P_TCOM,C14_POP15P_CS3,P14_POP1524_PSEUL,NB_A504,P14_ACTOCC15P_ILT5,P14_NSAL15P_EMPLOY,P14_F1529,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,C14_MENHSEUL,C14_MENSFAM,P14_POP_IMM,P14_RP_120M2P,P14_ETUD1564,P14_RP_M30M2,C14_PMEN_CS8,P14_NSAL15P_TP,C14_NE24F3,P14_RSECOCC,P14_MEN_ANEM0002,P14_CHOM1524,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_RPAPPART_ACH70,P14_POP,,,,,,,
-5,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_RP_LOCHLMV,P14_ANEM_RP_LOCHLMV,C14_MEN_CS6,P14_NSCOL15P_CAPBEP,P14_RP_ACH45,P14_RP_CCCOLL,P14_RPAPPART_ACH19,P14_PMEN_ANEM0002,P14_SAL15P_EMPAID,P14_SCOL2529,P14_ANEM_RP_GRAT,C14_NE24F4P,P14_PHORMEN,P14_POP_ETR,P14_ACTOCC15P_ILT3,NB_D201,P14_SCOL30P,NB_A402,P14_RPMAISON_ACH19,C14_POP15P_CS3,P14_POP1524_PSEUL,C14_ACTOCC15P_DROU,C14_PMEN_CS6,P14_ACTOCC15P_ILT5,P14_RPMAISON_ACH70,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_RP_ACH19,C14_ACTOCC1564_CS3,DEC_PAUT14,C14_MENHSEUL,P14_NPER_RP_LOCHLMV,P14_RP_2P,C14_POP15P_CS6,P14_NSCOL15P_SUP,NB_A403,P14_RP_ACH11,NB_A503,P14_NPER_RP_LOC,NB_A301,P14_RP_ACH70,C14_ACT1564_CS3,NB_A401,C14_PMEN_CS8,C14_ACTOCC15P_PAS,P14_RSECOCC,P14_MEN_ANEM0002,P14_SAL15P_TP,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP
+0,P14_NPER_RP_LOCHLMV,C14_PMEN_MENCOUPSENF,P14_POP0205,P14_RPAPPART_ACH19,C14_ACTOCC1564_CS3,DEC_D414,C14_PMEN_CS5,P14_NBPI_RPMAISON,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_CCCOLL,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,C14_PMEN_MENCOUPAENF,AREA,P14_POP1824,P14_ACTOCC15P_ILT2P,DENSITY,P14_ACT1524,C14_PMEN_CS2,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_NBPI_RPAPPART,P14_RPMAISON,P14_POP,P14_RP_CCIND,C14_NE24F3,P14_SCOL1824,DEC_D614,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,P14_ANEM_RP_LOCHLMV,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,DEC_D914,C14_MENFSEUL,C14_NE24F2,P14_RP_GARL,C14_ACT1564_CS3,C14_ACTOCC15P_MAR,P14_RP_5PP,P14_SCOL1517,C14_PMEN,,,
+1,P14_RSECOCC,C14_POP15P_CS8,C14_ACTOCC1564_CS3,P14_POP4559,DEC_D414,P14_RP_3040M2,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RPAPPART_ACH90,P14_RP_CCCOLL,P14_RP_ACH45,P14_ACTOCC15P_ILT2,NB_A504,P14_RP_3P,P14_PMEN_ANEM0509,P14_NPER_RP_LOC,P14_POP0610,AREA,C14_PMEN_MENCOUPAENF,P14_NBPI_RP_ANEM0509,C14_MEN_CS6,DENSITY,P14_AINACT1564,P14_RP_PROP,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_POPMEN5579,C14_MENSFAM,P14_POP,C14_FAMMONO,P14_RP_4060M2,C14_POP15P_CS3,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_ACTOCC1564,P14_POP4054,P14_RP_ACH90,P14_ANEM_RP_LOC,C14_PMEN_CS6,C14_ACTOCC15P_PAS,P14_NPER_RP_PROP,C14_ACT1564_CS3,C14_PMEN_MENSFAM,P14_POP0019,P14_APPART,DEC_D214,P14_RP_ACH05,P14_POP_IMM,,,
+2,P14_NPER_RP_LOCHLMV,P14_PMEN_ANEM0002,C14_POP15P_CS8,P14_POP15P_MARIEE,P14_PMEN,C14_ACTOCC1564_CS3,DEC_Q114,P14_RPAPPART_ACH70,DEC_D414,C14_PMEN_CS7,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_POP15P,P14_ACTOCC15P_ILT2,NB_A504,P14_RP_ACH45,P14_PMEN_ANEM0509,P14_POP0610,AREA,DEC_Q314,P14_NSCOL15P,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,DENSITY,P14_RP_M30M2,P14_RPAPPART_ACH45,P14_RP_1P,P14_POPMEN5579,P14_RP_VOIT2P,P14_RP_PROP,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,C14_MENSFAM,P14_POP,P14_SAL15P,P14_SCOL1824,DEC_D614,P14_ANEM_RP_LOCHLMV,C14_PMEN_MENFAM,DEC_D814,DEC_D914,C14_NE24F2,P14_NPER_RP_PROP,C14_PMEN_MENSFAM,P14_APPART,DEC_D214,DEC_D114,,
+3,P14_RP_VOIT1,C14_PMEN_MENCOUPSENF,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,P14_PMEN,P14_RPAPPART_ACH70,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_3040M2,P14_NBPI_RPMAISON,P14_ANEM_RP_PROP,P14_ANEM_RP,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,P14_POP0610,P14_RP_ACH70,AREA,P14_POP1824,P14_MEN_ANEM0002,C14_ACTOCC15P,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,P14_PMEN_ANEM0204,DENSITY,P14_RP_M30M2,P14_POPMEN1524,P14_RP_1P,P14_ACT1524,C14_PMEN_MENFAMMONO,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH90,P14_POP,P14_RP_4060M2,P14_POP_ETR,C14_ACTOCC1564_CS2,P14_ANEM_RP_LOCHLMV,P14_LOGVAC,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,P14_NPER_RP_PROP,C14_ACTOCC15P_TCOM,C14_ACT1564_CS2,C14_ACTOCC15P_MAR,P14_APPART,P14_NSCOL15P_BAC,P14_ACTOCC15P_ILT1,P14_POP_IMM
+4,P14_NPER_RP_LOCHLMV,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,P14_SCOL0205,P14_RP_CCCOLL,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RP_ACH19,P14_RPAPPART_ACH90,P14_ANEM_RP_PROP,P14_RP_ACH45,P14_ACTOCC15P_ILT2,P14_RP_ACH70,P14_NPER_RP_LOC,AREA,C14_PMEN_CS8,DENSITY,P14_RP_M30M2,P14_APPART,P14_RP_1P,P14_POP,C14_MEN_CS8,P14_POP_ETR,P14_RPAPPART_ACH11,DEC_D614,C14_POP15P_CS3,DEC_D114,P14_ANEM_RP_LOCHLMV,P14_NBPI_RP_ANEM0002,P14_LOGVAC,P14_RP_LOCHLMV,P14_ANEM_RP_LOC,P14_RP_ACH90,DEC_D814,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,P14_RP_GARL,C14_ACTOCC15P_MAR,P14_RP_LOC,P14_RP_ACH11,P14_ACTOCC15P_ILT1,,,,,,,,
+5,P14_RSECOCC,C14_MENHSEUL,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,DEC_Q114,C14_ACTOCC1564_CS3,DEC_D314,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_ACH45,P14_RP_2P,P14_NPER_RP_LOC,AREA,DEC_D714,C14_MEN_CS3,DEC_Q314,P14_ACTOCC15P_ILT2P,DEC_MED14,C14_ACTOCC15P_VOIT,P14_RP,DENSITY,P14_RP_M30M2,P14_RPAPPART_ACH45,P14_RP_1P,P14_ACT1524,P14_POP,C14_MEN_CS8,P14_POP_ETR,DEC_D114,DEC_D614,C14_POP15P_CS3,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOCHLMV,P14_NBPI_RP_ANEM0002,P14_LOGVAC,C14_PMEN_CS6,DEC_D814,DEC_D914,P14_RPAPPART_ACH05,C14_PMEN_MENSFAM,P14_SCOL30P,P14_POP1529,P14_ACTOCC15P_ILT1,P14_POP_IMM,,,,
diff --git a/predihood/generated_files/selected-indicators/list40.csv b/predihood/generated_files/selected-indicators/list40.csv
index 16478853989e3157dd2ecb51f6c499b1a52f47c8..b2f0b9de69aa1e36d4f02685e11fd01fc315c8c4 100644
--- a/predihood/generated_files/selected-indicators/list40.csv
+++ b/predihood/generated_files/selected-indicators/list40.csv
@@ -1,6 +1,6 @@
-0,P14_PMEN_ANEM0509,P14_POP0002,P14_APPART,P14_RP_5PP,P14_NPER_RP_PROP,P14_RPAPPART_ACH05,P14_RP_ACH45,P14_POP0610,P14_RP_CCCOLL,P14_ACTOCC15P_ILT1,NB_D240,NB_D221,P14_SAL15P_EMPAID,P14_RPMAISON,DEC_D214,P14_RPMAISON_ACHTOT,P14_SCOL2529,NB_B202,NB_D235,P14_POP0014,NB_B201,P14_RPMAISON_ACH05,P14_RPMAISON_ACH19,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,C14_MENCOUPAENF,P14_RETR1564,P14_RPMAISON_ACH90,DEC_D314,C14_MEN_CS7,C14_PMEN_MENCOUPSENF,P14_SCOL1517,P14_RPMAISON_ACH70,P14_RP,P14_LOGVAC,NB_B309,P14_RPMAISON_ACH45,P14_RP_ACH19,P14_RPAPPART,C14_COUPAENF,DEC_PAUT14,DEC_TP6014,NB_D239,P14_PMEN_ANEM10P,DEC_D114,NB_A406,P14_RP_120M2P,P14_POPMEN80P,P14_MAISON,P14_NBPI_RPMAISON,NB_B203,P14_POP1114,C14_MENCOUPSENF,P14_RP_VOIT2P,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,P14_NBPI_RP_ANEM10P,C14_ACTOCC15P_MAR,P14_RP_PROP,P14_NSCOL15P_DIPLMIN,P14_NPER_RP_GRAT,DEC_PTSA14,,,,
-1,P14_SCOL0610,P14_SCOL1114,NB_A203,P14_POP0002,P14_RP_3040M2,P14_RP_LOCHLMV,DEC_EQ14,P14_NPER_RP_PROP,C14_ACTOCC1564_CS6,NB_A404,P14_RP_ACH90,P14_POP0610,NB_D604,NB_F121,P14_RPAPPART_ACH19,NB_E101,DENSITY,P14_POP5579,P14_SCOL2529,P14_ANEM_RP_GRAT,C14_NE24F4P,P14_PHORMEN,C101,P14_POP_ETR,C702,NB_D201,DEC_PCHO14,P14_RP_1P,P14_SCOL1824,C14_MENCOUPAENF,P14_POP1524_PSEUL,P14_SCOL1517,C14_PMEN_CS6,P14_NSCOL15P,NB_D709,NB_D601,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,DEC_TP6014,NB_A506,P14_PMEN_ANEM10P,NB_D233,P14_POP_IMM,P14_ACT1524,C14_PMEN_CS4,P14_RP_120M2P,C14_ACT1564_CS3,P14_NSAL15P,C14_MENCOUPSENF,P14_RPAPPART_ACH11,P14_CHOM2554,C14_ACTOCC15P_PAS,P14_RPAPPART_ACH70,P14_ACTOCC1564,P14_RSECOCC,C14_MEN_CS3,P14_NBPI_RP_ANEM10P,C14_ACTOCC15P_MAR,P14_ACTOCC15P_ILT2,P14_RP_100120M2,NB_D213,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,,
-2,P14_SAL15P_APPR,P14_SCOL1114,P14_RPAPPART_ACH90,C14_POP15P_CS1,P14_ANEM_RP,P14_POP0002,P14_RP_3040M2,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,P14_RP_ACH45,P14_POP0610,NB_D231,NB_D240,P14_NPER_RP_GRAT,DENSITY,P14_SCOL2529,P14_ANEM_RP_GRAT,C14_NE24F4P,P14_ACTOCC15P_ILT3,C14_MEN_CS1,NB_B310,P14_RETR1564,DEC_D314,P14_RPMAISON_ACH90,NB_A504,P14_SCOL1517,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B315,C14_PMEN_CS6,P14_NSAL15P_EMPLOY,P14_POP,NB_B302,NB_D601,P14_SAL15P_INTERIM,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,NB_A403,P14_RP_2P,NB_F107,NB_B204,C14_MENSFAM,DEC_Q314,P14_RP_120M2P,P14_RP_ACH70,C14_ACT1564_CS3,NB_F116,NB_D210,P14_RPAPPART_ACH11,DEC_PPEN14,P14_NSAL15P_TP,P14_RPAPPART_ACH70,P14_ACTOCC1564,P14_RSECOCC,C14_PMEN_CS2,P14_NBPI_RP_ANEM10P,DEC_PIMP14,NB_D243,NB_D236,P14_RP_100120M2,NB_D213,C14_ACT1564_CS5,P14_NSCOL15P_DIPLMIN,P14_RP_ACH90,DEC_PTSA14
-3,P14_SCOL1114,P14_SCOL0610,P14_POPMEN2554,P14_RP_80100M2,P14_NSAL15P_AIDFAM,P14_POP0205,DEC_EQ14,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_CAPBEP,C14_ACTOCC1564_CS6,P14_POP0610,NB_D231,C14_ACTOCC15P_VOIT,P14_RP_4060M2,P14_POP2539,P14_RPAPPART_ACH19,NB_B308,NB_E101,DENSITY,P14_SCOL2529,C14_NE24F4P,NB_D235,P14_POP_ETR,C702,P14_POP0014,DEC_PCHO14,P14_RPAPPART_ACH45,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,DEC_D314,P14_SCOL1517,C14_PMEN_CS6,P14_NSCOL15P,NB_A504,NB_D601,P14_RP_ACH19,C14_COUPAENF,C14_POP15P_CS5,C509,NB_F113,P14_POP_IMM,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,NB_F111,P14_POP4559,NB_F116,C14_PMEN_MENCOUPAENF,NB_B203,C14_MENCOUPSENF,NB_G104,C14_ACTOCC15P_PAS,P14_CHOM2554,DEC_D714,P14_ACTOCC1564,P14_RSECOCC,P14_POP0305,C14_ACTOCC15P_MAR,DEC_PIMP14,NB_D243,P14_ACTOCC15P_ILT2,P14_RP_100120M2,NB_D213,P14_RP_ACH90,DEC_PTSA14,,,
-4,P14_SCOL1114,P14_SCOL0610,P14_RPAPPART_ACH90,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,P14_RP_CCCOLL,P14_RP_4060M2,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_MEN_ANEM10P,P14_SAL15P_EMPAID,P14_NPER_RP_GRAT,P14_SCOL2529,P14_PHORMEN,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RP_1P,P14_RPAPPART_ACH45,P14_SCOL1824,C14_ACTOCC15P_TCOM,C14_POP15P_CS3,P14_POP1524_PSEUL,C14_ACTOCC15P_DROU,NB_A504,P14_RP_GRAT,P14_ACTOCC15P_ILT5,P14_NSAL15P_EMPLOY,P14_F1529,P14_RPMAISON_ACH45,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,C14_MENHSEUL,C14_MENSFAM,P14_POP_IMM,P14_RP_120M2P,P14_POP1824,P14_ETUD1564,C14_ACT1564_CS3,NB_A505,P14_RP_M30M2,C14_PMEN_CS8,P14_NSAL15P_TP,C14_NE24F3,P14_RSECOCC,P14_ACTOCC5564,P14_CHOM1524,P14_RP_CCIND,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_MEN_ANEM0002,DEC_TP6014,P14_RPAPPART_ACH70,P14_POP,,,,,,,,
-5,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,C14_POP15P_CS8,P14_RP_LOCHLMV,P14_ANEM_RP_LOCHLMV,C14_MEN_CS6,P14_NSCOL15P_CAPBEP,P14_RP_ACH45,P14_RP_CCCOLL,P14_RPAPPART_ACH19,NB_E101,P14_PMEN_ANEM0002,P14_SAL15P_EMPAID,P14_NPER_RP_GRAT,P14_SCOL2529,P14_ANEM_RP_GRAT,C14_NE24F4P,P14_PHORMEN,P14_POP_ETR,P14_ACTOCC15P_ILT3,NB_D201,P14_SCOL30P,NB_A402,P14_RPMAISON_ACH19,C14_POP15P_CS3,P14_POP1524_PSEUL,C14_ACTOCC15P_DROU,C14_PMEN_CS6,P14_ACTOCC15P_ILT5,P14_RPMAISON_ACH70,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_F1529,P14_RP_ACH19,C14_ACTOCC1564_CS3,DEC_PAUT14,C14_MENHSEUL,NB_A403,P14_RP_2P,P14_RP_ACH11,P14_NSCOL15P_SUP,DEC_Q314,P14_NPER_RP_LOCHLMV,C14_POP15P_CS6,C14_MENSFAM,NB_A503,P14_NPER_RP_LOC,NB_A301,P14_RP_ACH70,C14_ACT1564_CS3,NB_A401,P14_POPMEN80P,P14_RP_M30M2,C14_PMEN_CS8,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_RSECOCC,P14_MEN_ANEM0002,C14_MEN_CS3,C14_PMEN_CS2,P14_SAL15P_TP,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,
+0,P14_RSECOCC,P14_NPER_RP_LOCHLMV,C14_PMEN_MENCOUPSENF,P14_POP0205,P14_RPAPPART_ACH19,C14_ACT1564_CS5,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH70,DEC_D414,C14_PMEN_CS5,P14_ACTOCC15P_TP,P14_NBPI_RPMAISON,C14_PMEN_CS3,P14_RP_ACH19,P14_SAL15P_APPR,P14_RP_CCCOLL,P14_ANEM_RP_PROP,P14_ANEM_RP,P14_POP1524_PSEUL,P14_ACTOCC15P_ILT2,NB_A504,P14_PMEN_ANEM0509,P14_MAISON,P14_RP_VOIT1P,C14_PMEN_MENCOUPAENF,AREA,P14_POP1824,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,DENSITY,P14_ACT1524,C14_PMEN_CS2,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_RP_PROP,P14_NBPI_RPAPPART,P14_RPMAISON_ACH90,P14_RPMAISON,P14_POP,P14_RP_CCIND,C14_MEN_CS8,C14_NE24F3,P14_SCOL1824,DEC_D614,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,P14_ANEM_RP_LOCHLMV,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_SCOL1114,P14_RP_ACH90,C14_PMEN_CS6,DEC_D214,DEC_D914,C14_MENFSEUL,C14_NE24F2,P14_NPER_RP_PROP,P14_RP_GARL,C14_ACT1564_CS3,C14_ACTOCC15P_MAR,P14_RP_5PP,P14_RP_LOC,P14_SCOL1517,C14_PMEN,P14_ACTOCC15P_ILT1
+1,P14_RSECOCC,P14_NPER_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,P14_PMEN_ANEM0002,C14_POP15P_CS8,C14_NE24F1,C14_ACTOCC1564_CS3,P14_POP4559,P14_RP_ACH11,C14_PMEN_CS5,DEC_D414,P14_RP_3040M2,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RPAPPART_ACH90,P14_RP_CCCOLL,P14_ANEM_RP_PROP,P14_RP_ACH45,P14_ACTOCC15P_ILT2,NB_A504,P14_RP_3P,P14_PMEN_ANEM0509,P14_NPER_RP_LOC,P14_POP0610,AREA,C14_PMEN_MENCOUPAENF,P14_POP15P,P14_NBPI_RP_ANEM0509,C14_MEN_CS6,DENSITY,P14_AINACT1564,P14_RP_PROP,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_POPMEN5579,P14_POP2064,C14_MENSFAM,P14_POP,C14_FAMMONO,P14_RP_4060M2,P14_SCOL1824,C14_POP15P_CS3,P14_POP1524,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_MENCOUPAENF,C14_PMEN_MENFAM,C14_ACTOCC1564,P14_POP4054,P14_RP_ACH90,P14_ANEM_RP_LOC,C14_PMEN_CS6,C14_ACTOCC15P_PAS,P14_NPER_RP_PROP,C14_ACT1564_CS3,C14_PMEN_MENSFAM,P14_POP0019,C14_POP15P_CS4,P14_APPART,DEC_D214,P14_RP_ACH05,DEC_D114,P14_POP_IMM,,,,
+2,P14_NPER_RP_LOCHLMV,P14_RP_6080M2,P14_PMEN_ANEM0002,C14_POP15P_CS8,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_PMEN,C14_ACTOCC1564_CS3,DEC_Q114,DEC_D314,P14_RPAPPART_ACH70,DEC_D414,C14_PMEN_CS7,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_ANEM_RP,P14_RP_3040M2,P14_ANEM_RP_PROP,P14_POP15P,P14_ACTOCC15P_ILT2,NB_A504,P14_RP_ACH45,P14_PMEN_ANEM0509,P14_POP0610,P14_RP_2P,AREA,P14_POP5579,DEC_Q314,C14_PMEN_CS4,P14_NSCOL15P,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,DENSITY,P14_RP_M30M2,P14_RPAPPART_ACH45,P14_RP_1P,P14_POP0014,P14_POPMEN1524,P14_POPMEN5579,P14_RP_VOIT2P,P14_RP_PROP,C14_PMEN_CS2,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,C14_MENSFAM,P14_POP,P14_SAL15P,C14_ACTOCC1564_CS6,P14_SCOL1824,DEC_D614,P14_RP_80100M2,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_PMEN_MENFAM,P14_ACTOCC1524,DEC_D814,DEC_D914,P14_RP_4P,C14_NE24F2,P14_NPER_RP_PROP,C14_PMEN_MENSFAM,P14_APPART,DEC_D214,DEC_D114,,
+3,P14_NPER_RP_LOCHLMV,C14_MENFAMMONO,P14_RP_VOIT1,P14_NSCOL15P_CAPBEP,C14_PMEN_MENCOUPSENF,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,P14_PMEN,P14_NSAL15P_INDEP,P14_RPAPPART_ACH70,DEC_D414,P14_POP1117,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_3040M2,P14_NBPI_RPMAISON,C14_ACT1564_CS6,P14_ANEM_RP_PROP,P14_ANEM_RP,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,P14_POP0610,P14_RP_ACH70,AREA,P14_POP1824,C14_MEN_CS3,P14_MEN_ANEM0002,C14_ACTOCC15P,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,P14_PMEN_ANEM0204,DENSITY,P14_RP_M30M2,P14_POPMEN1524,P14_RP_1P,P14_ACT1524,C14_PMEN_MENFAMMONO,P14_POP0014,P14_RPMAISON_ACHTOT,P14_RPAPPART,P14_RPMAISON_ACH90,P14_POP,P14_RP_4060M2,P14_POP1524,P14_RPAPPART_ACHTOT,C14_ACTOCC1564_CS2,P14_POP_ETR,P14_ANEM_RP_LOCHLMV,P14_ACTOCC2554,P14_LOGVAC,C14_PMEN_MENFAM,P14_PMEN_ANEM10P,P14_RP_ACH90,C14_PMEN_CS6,P14_NPER_RP_PROP,C14_ACTOCC15P_TCOM,P14_NSCOL15P_DIPLMIN,C14_ACT1564_CS2,P14_NBPI_RP_ANEM0204,C14_ACTOCC15P_MAR,P14_APPART,P14_NSCOL15P_BAC,C14_PMEN,P14_ACTOCC15P_ILT1,P14_POP_IMM
+4,P14_NPER_RP_LOCHLMV,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH70,DEC_D414,P14_SCOL0205,P14_RP_CCCOLL,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RP_ACH19,P14_RPAPPART_ACH90,P14_ANEM_RP_PROP,P14_RP_ACH45,P14_ACTOCC15P_ILT2,P14_RP_ACH70,P14_NPER_RP_LOC,AREA,P14_POP6579,C14_PMEN_CS8,DEC_Q314,DENSITY,P14_RP_M30M2,P14_APPART,P14_RP_1P,P14_RPMAISON_ACH90,P14_RPMAISON,P14_POP,P14_POP15P_NONMARIEE,C14_MEN_CS8,P14_POP_ETR,P14_RPAPPART_ACH11,DEC_D614,C14_POP15P_CS3,P14_SCOL1824,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,P14_RP_4060M2,P14_NBPI_RP_ANEM0002,DEC_D114,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOC,P14_RP_ACH90,DEC_D814,DEC_D214,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_POP15P_CS7,C14_ACT1564_CS3,P14_RP_GARL,C14_PMEN_MENSFAM,C14_ACTOCC15P_MAR,P14_RP_LOC,P14_RP_ACH11,P14_ACTOCC15P_ILT1,,,,,,,,,,
+5,P14_RSECOCC,P14_NPER_RP_LOCHLMV,C14_MENHSEUL,P14_RP_CINDELEC,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,DEC_Q114,C14_ACTOCC1564_CS3,DEC_D314,P14_RPAPPART_ACH70,DEC_D414,C14_PMEN_CS5,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,P14_ANEM_RP_PROP,P14_RP_ACH45,P14_RP_2P,P14_NPER_RP_LOC,P14_NSAL15P,AREA,P14_POP1824,DEC_D714,C14_MEN_CS3,DEC_Q314,P14_MEN_ANEM0002,P14_ACTOCC15P_ILT2P,DEC_MED14,C14_ACTOCC15P_VOIT,P14_RP,P14_ACTOCC15P_ILT1,DENSITY,P14_RP_M30M2,P14_RPAPPART_ACH45,P14_RP_1P,P14_ACT1524,P14_POP,C14_MEN_CS8,P14_POP_ETR,P14_RP_4060M2,DEC_D614,C14_POP15P_CS3,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOCHLMV,P14_NBPI_RP_ANEM0002,P14_LOGVAC,P14_ANEM_RP_LOC,C14_PMEN_CS6,DEC_D814,DEC_D914,C14_MENFSEUL,P14_RPAPPART_ACH05,P14_RP_GARL,C14_ACT1564_CS3,C14_PMEN_MENSFAM,P14_SCOL30P,P14_POP1529,DEC_D114,P14_POP_IMM,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/list50.csv b/predihood/generated_files/selected-indicators/list50.csv
index da999a160ba109becf43b0d797435e13c7ce0221..bf9f4a792bde75f5dd6830d0364a1fe58bd85b0e 100644
--- a/predihood/generated_files/selected-indicators/list50.csv
+++ b/predihood/generated_files/selected-indicators/list50.csv
@@ -1,6 +1,6 @@
-0,P14_PMEN_ANEM0509,P14_RP_5PP,P14_POP0610,NB_E101,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH05,DEC_D314,P14_SCOL1517,P14_RP_GRAT,NB_B309,NB_A504,P14_RPMAISON_ACH70,C14_COUPAENF,P14_PMEN_ANEM10P,P14_RP_120M2P,NB_B203,P14_NBPI_RP_ANEM10P,DEC_TP6014,P14_APPART,P14_RPAPPART_ACH05,P14_ACTOCC15P_ILT1,P14_RPMAISON,P14_SCOL2529,NB_B202,NB_D235,P14_POP0014,NB_B201,C14_MENCOUPAENF,P14_RPMAISON_ACH90,C14_MEN_CS7,P14_RP,P14_LOGVAC,P14_RPMAISON_ACH45,P14_RPAPPART,NB_D239,P14_RPAPPART_ACH11,P14_RP_4P,C14_ACTOCC15P_MAR,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_POP0002,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,P14_RP_ACH19,DEC_PAUT14,NB_A406,NB_F111,P14_RP_VOIT2P,P14_ANEM_RP_LOC,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_NSCOL15P_CAPBEP,NB_D240,NB_D221,DEC_D214,C14_NE24F4P,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,P14_RETR1564,C14_PMEN_MENCOUPSENF,DEC_D114,P14_POPMEN80P,C14_MEN_CS5,P14_MAISON,P14_NBPI_RPMAISON,C14_MENCOUPSENF,P14_RP_M30M2,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,P14_RP_ACH90,,,,,
-1,P14_ACTOCC15P_ILT4,DEC_EQ14,C14_ACTOCC1564_CS6,P14_POP0610,NB_E101,DENSITY,C702,P14_ACTOCC15P_ILT3,NB_D201,P14_RPMAISON_ACH05,P14_SCOL1824,P14_SCOL1517,P14_NSCOL15P,NB_D709,P14_NPER_RP_LOCHLMV,C14_COUPAENF,P14_PMEN_ANEM10P,NB_D233,P14_POP_IMM,C14_PMEN_CS4,P14_RP_120M2P,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_RP_100120M2,DEC_TP6014,P14_SCOL0610,P14_APPART,NB_A501,P14_RPAPPART_ACH19,P14_SCOL2529,P14_POP_ETR,C14_MENCOUPAENF,P14_POP1524_PSEUL,C14_MEN_CS7,P14_RPMAISON_ACH90,P14_NSAL15P_EMPLOY,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_A506,P14_ACT1524,P14_RPAPPART_ACH11,C14_ACTOCC15P_MAR,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POP0002,P14_ANEM_RP_LOCHLMV,NB_A404,NB_D604,NB_F121,NB_B308,P14_POP5579,NB_A405,P14_PHORMEN,C101,P14_RP_1P,NB_D601,P14_RP_ACH19,C14_ACT1564_CS3,P14_MEN_ANEM0509,P14_NSAL15P,P14_CHOM2554,C14_ACTOCC15P_PAS,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_SCOL1114,NB_A203,P14_RP_3040M2,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_A502,DEC_PCHO14,C14_PMEN_CS6,P14_SAL15P_CDI,C14_MENCOUPSENF,P14_POP1117,P14_ACTOCC1564,C14_MEN_CS3,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90,
-2,P14_ANEM_RP,P14_POP0610,DENSITY,P14_ACTOCC15P_ILT3,C14_MEN_CS1,DEC_D314,P14_SCOL1517,NB_A504,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B302,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,DEC_Q314,P14_POP_IMM,P14_RP_120M2P,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_RP_100120M2,C14_ACT1564_CS5,DEC_TP6014,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT1,P14_SCOL2529,P14_RPMAISON_ACH90,P14_NSAL15P_EMPLOY,P14_SAL15P_INTERIM,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_B204,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,P14_RPAPPART_ACH11,DEC_PPEN14,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_NSCOL15P_DIPLMIN,P14_POP1114,NB_D210,P14_RPAPPART_ACH70,P14_POP0002,C14_POP15P_CS1,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,NB_D231,P14_RP_1P,NB_B315,NB_D601,P14_RP_2P,NB_F107,C14_MENSFAM,C14_ACT1564_CS3,P14_RP_VOIT2P,P14_NPER_RP_GRAT,NB_D236,DEC_PTSA14,P14_SCOL1114,P14_RP_3040M2,P14_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,NB_D240,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_B310,NB_A402,P14_RETR1564,C14_PMEN_CS6,NB_A403,NB_F113,NB_F116,P14_NSAL15P_TP,NB_F103,P14_ACTOCC1564,C14_PMEN_CS2,NB_D243,DEC_PIMP14,NB_D213,P14_RP_ACH90,P14_POP,,
-3,DEC_EQ14,P14_RP_5PP,C14_ACTOCC1564_CS6,P14_POP0610,C14_ACTOCC15P_VOIT,P14_RP_4060M2,NB_E101,DENSITY,P14_RPMAISON_ACHTOT,C702,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_NSCOL15P,NB_B302,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_POP15P_CS5,P14_PMEN_ANEM10P,P14_POP_IMM,C14_PMEN_MENFAM,P14_RP_120M2P,NB_B203,C301,P14_RSECOCC,P14_POP0305,P14_RP_100120M2,P14_SCOL0610,P14_RP_80100M2,P14_NSAL15P_AIDFAM,NB_A501,P14_RPAPPART_ACH19,P14_SCOL2529,NB_D235,P14_POP_ETR,P14_POP0014,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,NB_G104,P14_POP2529,P14_RP_ACH05,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,NB_D231,P14_POP2539,NB_B308,NB_D601,P14_RP_ACH19,C509,P14_F3044,C14_MENSFAM,NB_F111,C14_PMEN_MENCOUPAENF,P14_RP_VOIT2P,C14_ACTOCC15P_PAS,P14_CHOM2554,NB_D236,DEC_PTSA14,P14_SCOL1114,P14_POPMEN2554,P14_POP0205,P14_NSCOL15P_CAPBEP,C14_NE24F4P,DEC_PCHO14,P14_RPAPPART_ACH45,C14_PMEN_CS6,NB_F113,P14_POP4559,NB_F116,C14_MENCOUPSENF,P14_RP_M30M2,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,NB_D243,DEC_PIMP14,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90
-4,P14_SCOL1114,P14_SCOL0610,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT4,P14_APPART,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,NB_A501,P14_RP_ACH45,P14_RP_CCCOLL,P14_RP_4060M2,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_MEN_ANEM10P,P14_SAL15P_EMPAID,P14_PMEN_ANEM0002,P14_NPER_RP_GRAT,NB_E101,P14_SCOL2529,P14_PHORMEN,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RP_1P,P14_RPAPPART_ACH45,P14_SCOL1824,C14_MENCOUPAENF,C14_ACTOCC15P_TCOM,C14_POP15P_CS3,P14_POP1524_PSEUL,C14_ACTOCC15P_DROU,NB_A504,P14_RP_GRAT,P14_ACTOCC15P_ILT5,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_F1529,P14_NSAL15P_INDEP,P14_RPMAISON_ACH45,P14_RP_ACH19,P14_NPER_RP_LOCHLMV,C14_ACTOCC1564_CS3,C14_MENHSEUL,DEC_TP6014,C14_MENSFAM,P14_RP_ACH11,P14_NSCOL15P_SUP,P14_POP_IMM,P14_RP_120M2P,P14_POP1824,P14_ETUD1564,C14_ACT1564_CS3,P14_RP_LOC,NB_A505,P14_RP_M30M2,C14_PMEN_CS8,P14_CHOM2554,P14_POP2529,P14_NSAL15P_TP,C14_NE24F3,P14_RSECOCC,P14_ACTOCC5564,P14_CHOM1524,P14_RP_CCIND,C14_ACTOCC15P_MAR,P14_CHOM5564,C14_MEN_CS3,P14_MEN_ANEM0002,C14_ACT1564_CS5,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POP,,,,,,,,,
-5,C14_ACTOCC1564_CS6,NB_E101,P14_PMEN_ANEM0002,NB_B303,P14_ACTOCC15P_ILT3,NB_D201,P14_RPMAISON_ACH70,NB_B302,P14_NPER_RP_LOCHLMV,P14_RP_ACH11,DEC_Q314,P14_RP_120M2P,P14_RSECOCC,C14_ACT1564_CS2,P14_SAL15P_TP,P14_RP_100120M2,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,C14_MEN_CS6,P14_RPAPPART_ACH19,P14_SCOL2529,P14_POP_ETR,P14_SCOL30P,P14_POP1524_PSEUL,P14_ACTOCC15P_ILT5,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,P14_LOG,NB_A301,P14_RP_ACH70,P14_MEN_ANEM0002,P14_POP1114,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,P14_PHORMEN,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,P14_RP_ACH19,DEC_PAUT14,P14_RP_2P,C14_POP15P_CS6,P14_NSCOL15P_SUP,C14_MENSFAM,NB_A503,P14_NPER_RP_LOC,C14_ACT1564_CS3,NB_A401,C14_PMEN_CS8,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_NPER_RP_GRAT,C14_POP15P_CS8,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_A402,P14_RPMAISON_ACH19,C14_POP15P_CS3,C14_PMEN_CS6,P14_F1529,C14_ACTOCC1564_CS2,NB_A403,DEC_D114,P14_POPMEN80P,P14_RP_M30M2,C14_MEN_CS3,C14_PMEN_CS2,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,,,
+0,P14_POP0002,P14_RP_6080M2,P14_RPAPPART_ACH70,P14_ANEM_RP,P14_POP0610,AREA,P14_POP1824,P14_NSCOL15P_SUP,DENSITY,P14_RPMAISON,P14_POP,C14_NE24F3,P14_SCOL1824,DEC_D614,P14_ANEM_RP_LOCHLMV,P14_SCOL1114,DEC_D814,DEC_D914,P14_NPER_RP_PROP,C14_ACTOCC15P_MAR,P14_APPART,P14_POP1529,P14_NPER_RP_LOCHLMV,P14_RPAPPART_ACH19,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_INACT1564,P14_ANEM_RP_PROP,P14_CHOM1564,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,P14_RP_VOIT1P,P14_ACTOCC15P_ILT2P,P14_RP_PROP,P14_POP1524,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,C14_MENFSEUL,C14_NE24F2,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_ACT1564_CS5,C14_PMEN_CS5,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,NB_A504,C14_MEN_CS6,P14_ACT1524,C14_PMEN_CS2,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_RP_GARL,P14_RP_LOC,C14_PMEN,C14_PMEN_MENCOUPSENF,P14_POP0205,C14_ACTOCC1564_CS3,P14_ACTOCC15P_TP,P14_SAL15P_APPR,C14_PMEN_MENCOUPAENF,DEC_D714,P14_RPAPPART_ACH45,P14_CHOM2554,P14_RP_CCIND,C14_MEN_CS8,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC1564_CS2,P14_RP_5PP,P14_SCOL1517
+1,P14_POPMEN2554,P14_PMEN_ANEM0002,P14_RP_3040M2,P14_ANEM_RP,P14_RP_3P,P14_POP0610,AREA,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,P14_POPMEN5579,P14_POP,P14_SCOL1824,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_ACTOCC1564,P14_POP4054,DEC_D914,P14_NPER_RP_PROP,P14_APPART,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,C14_POP15P_CS6,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_RP_VOIT1P,P14_NBPI_RP_ANEM0509,P14_AINACT1564,P14_RP_PROP,C14_FAMMONO,P14_POP1524,P14_RPAPPART_ACHTOT,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_ACT1564_CS3,P14_RP_ACH11,DEC_D214,P14_POP_IMM,P14_RSECOCC,C14_NE24F1,P14_POP4559,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_NPER_RP_LOC,DEC_MED14,C14_MEN_CS6,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH90,P14_POP2064,C14_COUPAENF,C14_MENCOUPAENF,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_POP0019,C14_POP15P_CS4,P14_NSCOL15P_CAPBEP,C14_POP15P_CS8,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH90,P14_POP15P,C14_PMEN_MENCOUPAENF,DEC_Q314,P14_RP_1P,C14_MENSFAM,P14_RP_4060M2,C14_POP15P_CS3,C14_PMEN_MENSFAM,,
+2,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_RP_3040M2,P14_ANEM_RP,P14_POP0610,AREA,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,P14_POPMEN1524,P14_POPMEN5579,P14_RP_VOIT2P,P14_POP,P14_SCOL1824,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_ACTOCC1524,DEC_D814,DEC_D914,P14_RP_4P,P14_NPER_RP_PROP,C14_ACTOCC15P_MAR,P14_APPART,DEC_D114,P14_NPER_RP_LOCHLMV,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_POP2529,DEC_D414,C14_PMEN_CS7,C14_PMEN_CS3,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_POP2554,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_RP_PROP,C14_ACTOCC1564_CS6,P14_NPER_RP_GRAT,C14_PMEN_MENFAM,P14_NBPI_RP,C14_POP15P_CS2,C14_NE24F2,DEC_D214,P14_NSCOL15P_BAC,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_POP5579,C14_PMEN_CS4,DEC_MED14,C14_PMEN_CS2,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_ANEM_RP_LOC,P14_POP30P,C14_ACTOCC15P_TCOM,P14_RP_ACHTOT,C14_POP15P_CS8,C14_ACTOCC1564_CS3,DEC_D314,P14_RPAPPART_ACH90,P14_RPMAISON_ACH11,P14_POP15P,DEC_Q314,P14_NSCOL15P,P14_RPAPPART_ACH45,P14_RP_1P,C14_MENSFAM,P14_SAL15P,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_PMEN_MENSFAM,,
+3,P14_ACTOCC15P_ILT3,P14_PMEN,P14_NSAL15P_INDEP,P14_RPAPPART_ACH70,P14_RP_3040M2,C14_ACT1564_CS6,P14_NBPI_RP_ANEM10P,P14_ANEM_RP,P14_POP0610,AREA,P14_POP1824,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,P14_POPMEN1524,P14_RPMAISON,P14_POP,P14_ANEM_RP_LOCHLMV,P14_LOGVAC,P14_NPER_RP_PROP,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_ACTOCC2554,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,DEC_D414,P14_POP1117,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_MAISON,C14_MEN_CS2,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_RP_2P,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,C14_PMEN_MENFAMMONO,P14_POP1524,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,C14_ACT1564_CS3,P14_NSCOL15P_BAC,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_MENFAMMONO,P14_ACTOCC1564,P14_NBPI_RPMAISON,C14_ACTOCC15P,DEC_MED14,P14_ACT1524,P14_RPMAISON_ACHTOT,P14_RPAPPART,P14_RPMAISON_ACH90,P14_POP_ETR,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_PMEN,P14_NSCOL15P_CAPBEP,C14_PMEN_MENCOUPSENF,DEC_D714,C14_MEN_CS3,P14_PMEN_ANEM0204,P14_RP_1P,P14_RP_CCIND,P14_RP_4060M2,C14_ACTOCC1564_CS2,C14_ACT1564_CS2,P14_NBPI_RP_ANEM0204
+4,P14_NPER_RP_LOCHLMV,P14_RSECOCC,P14_RP_CINDELEC,P14_RP_6080M2,C14_NE24F1,P14_ACTOCC15P_ILT3,P14_RPAPPART_ACH19,DEC_Q114,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH70,DEC_D414,P14_SCOL0205,P14_RP_CCCOLL,C14_PMEN_CS3,P14_POP1524_PSEUL,P14_RP_ACH19,P14_RPAPPART_ACH90,P14_ANEM_RP_PROP,P14_PHORMEN,P14_RP_ACH45,P14_ACTOCC15P_ILT2,P14_RP_ACH70,P14_NPER_RP_LOC,AREA,P14_POP6579,DEC_D714,C14_PMEN_CS8,P14_RP_120M2P,DEC_Q314,P14_ACTOCC15P_ILT2P,P14_NSCOL15P_SUP,DENSITY,P14_RP_M30M2,P14_RPAPPART_ACH45,P14_RP_1P,P14_APPART,P14_POPMEN5579,P14_ACTOCC5564,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_RPMAISON,P14_POP,P14_POP15P_NONMARIEE,P14_RPAPPART_ACHTOT,C14_MEN_CS8,P14_POP_ETR,P14_RPAPPART_ACH11,DEC_D614,C14_POP15P_CS3,P14_SCOL1824,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,P14_RP_4060M2,P14_NBPI_RP_ANEM0002,DEC_D114,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOC,P14_RP_ACH90,DEC_D814,DEC_D214,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_POP15P_CS7,C14_ACT1564_CS3,P14_RP_GARL,C14_PMEN_MENSFAM,C14_ACTOCC15P_MAR,P14_RP_LOC,P14_RP_ACH11,P14_ACTOCC15P_ILT1,,,,,,,,,,,
+5,C14_POP15P,P14_MEN_ANEM10P,P14_ACTOCC15P_ILT3,DEC_Q114,P14_RPAPPART_ACH70,P14_NBPI_RP_ANEM10P,P14_NSAL15P,AREA,P14_POP1824,P14_MEN_ANEM0002,DENSITY,P14_POPMEN1524,P14_POP,DEC_D614,P14_ANEM_RP_LOCHLMV,P14_LOGVAC,P14_POP4054,DEC_D814,DEC_D914,P14_POP1529,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_MENHSEUL,P14_RPAPPART_ACH19,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,P14_ANEM_RP_PROP,P14_RP_2P,P14_RP_ACH70,P14_ACTOCC15P_ILT2P,P14_RP,P14_RP_M30M2,P14_POP15P_NONMARIEE,P14_POPMEN15P,C14_PMEN_CS6,C14_MENFSEUL,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,P14_NPER_RP_LOC,DEC_MED14,C14_MEN_CS6,P14_ACT1524,P14_NBPI_RPAPPART,P14_POP_ETR,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,P14_RP_GARL,P14_SCOL30P,C14_ACTOCC1564_CS3,DEC_D314,DEC_D714,C14_MEN_CS3,P14_NSCOL15P,DEC_Q314,C14_ACTOCC15P_VOIT,P14_RPAPPART_ACH45,P14_RP_1P,C14_MENSFAM,C14_MEN_CS8,P14_RP_4060M2,C14_POP15P_CS3,C14_PMEN_MENSFAM,,,,,
diff --git a/predihood/generated_files/selected-indicators/list75.csv b/predihood/generated_files/selected-indicators/list75.csv
index 37f9b8950ec34b310709c3089efa4388e1c3839e..6d135b542e7d82dc090abb46803be9bb6c839a7f 100644
--- a/predihood/generated_files/selected-indicators/list75.csv
+++ b/predihood/generated_files/selected-indicators/list75.csv
@@ -1,6 +1,6 @@
-0,P14_PMEN_ANEM0509,P14_ACTOCC15P_ILT4,P14_ANEM_RP,P14_RP_5PP,DEC_EQ14,C14_ACTOCC1564_CS6,P14_POP0610,C14_ACTOCC15P_VOIT,NB_E101,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH05,C502,DEC_D314,P14_SCOL1517,P14_RP_GRAT,NB_B309,NB_A504,P14_RPMAISON_ACH70,C14_COUPAENF,P14_NPER_RP_LOCHLMV,P14_PMEN_ANEM10P,C14_PMEN_CS4,P14_RP_120M2P,NB_D202,NB_B203,P14_NBPI_RP_ANEM10P,P14_POP15P,P14_RP_100120M2,DEC_TP6014,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,P14_RPAPPART_ACH05,NB_B301,P14_ACTOCC15P_ILT1,P14_RPMAISON,P14_SCOL2529,NB_B202,NB_D235,P14_POP_ETR,P14_POP0014,NB_B201,C14_MENCOUPAENF,P14_RPMAISON_ACH90,C14_MEN_CS7,P14_ACTOCC15P_ILT5,P14_RP,P14_LOGVAC,P14_RPMAISON_ACH45,P14_RPAPPART,NB_D239,C701,P14_RP_ACH70,P14_RPAPPART_ACH11,P14_RP_4P,C14_NE24F3,C14_ACTOCC15P_MAR,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_POP0002,NB_D602,DEC_RD14,P14_POP6579,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,NB_B102,P14_ANEM_RP_PROP,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,NB_B315,P14_RP_ACH19,DEC_PAUT14,P14_F3044,NB_A406,NB_F111,C14_PMEN_MENCOUPAENF,P14_RP_VOIT2P,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_SCOL1114,DEC_GI14,P14_POP0205,P14_RP_3040M2,C14_ACTOCC1564_CS4,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NPER_RP_PROP,P14_NSCOL15P_CAPBEP,NB_D240,NB_D221,DEC_D214,C14_NE24F4P,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,P14_RETR1564,C14_PMEN_MENCOUPSENF,C14_ACT1564_CS1,P14_RP_3P,DEC_D114,P14_POPMEN80P,C14_MEN_CS5,P14_MAISON,P14_NBPI_RPMAISON,C14_MENCOUPSENF,P14_RP_M30M2,P14_POP5564,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,C14_MEN_CS3,NB_D213,P14_RP_ACH90,,,,,,,
-1,P14_ACTOCC15P_ILT4,DEC_EQ14,C14_ACTOCC1564_CS6,C14_MEN,P14_POP0610,C14_ACTOCC15P_VOIT,NB_E101,DENSITY,C702,P14_ACTOCC15P_ILT3,NB_D201,P14_RPMAISON_ACH05,P14_SCOL1824,P14_SCOL1517,NB_A504,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_D709,P14_NPER_RP_LOCHLMV,C14_COUPAENF,P14_PMEN_ANEM10P,NB_D233,P14_POP_IMM,C14_PMEN_CS4,P14_RP_120M2P,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_POP0305,C14_ACT1564_CS2,P14_RP_100120M2,C14_MENPSEUL,C14_ACT1564_CS5,DEC_TP6014,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,NB_A501,P14_RPAPPART_ACH05,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_RPMAISON,P14_SCOL2529,NB_D235,P14_POP_ETR,P14_SCOL30P,C14_MENCOUPAENF,P14_POP1524_PSEUL,C14_MEN_CS7,P14_RPMAISON_ACH90,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH45,P14_SAL15P_CDD,C14_MENHSEUL,C14_ACTOCC1564_CS3,NB_A506,P14_ACT1524,P14_NBPI_RP_ANEM0509,NB_A301,NB_F114,P14_RPAPPART_ACH11,P14_RP_4P,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POP0002,DEC_PBEN14,DEC_RD14,P14_ANEM_RP_LOCHLMV,NB_A404,NB_D604,NB_F121,NB_B308,P14_POP5579,NB_A405,P14_PHORMEN,C101,P14_RP_1P,C14_ACTOCC15P_TCOM,NB_D601,P14_RP_ACH19,C14_MENFSEUL,C14_PMEN_MENFAMMONO,P14_AINACT1564,P14_RP_2P,P14_NSCOL15P_SUP,C14_ACT1564_CS3,P14_MEN_ANEM0509,P14_NSAL15P,P14_RP_VOIT2P,P14_CHOM2554,C14_ACTOCC15P_PAS,P14_POP65P,DEC_MED14,P14_RP_PROP,P14_NPER_RP_GRAT,DEC_PTSA14,P14_SCOL1114,P14_ACT2554,NB_A203,P14_POP0205,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NPER_RP_PROP,C14_PMEN_CS3,DEC_D214,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_A502,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,C14_PMEN_CS6,P14_SAL15P_CDI,C14_MENCOUPSENF,P14_POP1117,P14_ACTOCC1564,C14_MEN_CS3,P14_CHOM1524,DEC_PIMP14,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90
-2,P14_ANEM_RP,DEC_EQ14,C14_MEN,P14_POP0610,C14_ACTOCC15P_VOIT,P14_RP_6080M2,DENSITY,NB_B303,P14_ACTOCC15P_ILT3,P14_RPMAISON_ACH05,C14_MEN_CS1,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_NSCOL15P,P14_RPMAISON_ACH70,NB_B302,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,P14_RP_ACH11,DEC_Q314,P14_PMEN_ANEM10P,P14_POP_IMM,P14_RP_120M2P,NB_B101,NB_A121,P14_RSECOCC,P14_NBPI_RP_ANEM10P,P14_RP_100120M2,C14_ACT1564_CS5,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,P14_NSAL15P_AIDFAM,C14_PMEN_CS5,P14_RPAPPART_ACH05,P14_ACTOCC15P_ILT1,P14_SCOL2529,NB_B201,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,C14_MEN_CS7,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_SAL15P_INTERIM,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_B204,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,P14_RPAPPART_ACH11,DEC_PPEN14,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_NSCOL15P_DIPLMIN,P14_POP1114,P14_RPAPPART_ACH70,NB_D210,P14_POP0002,DEC_D614,C14_POP15P_CS1,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,NB_A404,NB_G101,NB_D231,NB_B308,P14_SAL15P_EMPAID,C601,P14_PHORMEN,P14_RP_1P,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,NB_B315,NB_D601,P14_RP_ACH19,DEC_PAUT14,P14_RP_2P,NB_F107,C14_MENSFAM,NB_A406,NB_F111,C14_ACT1564_CS3,P14_NSAL15P,P14_RP_VOIT2P,P14_NPER_RP_GRAT,DEC_PTSA14,NB_D236,P14_SCOL1114,P14_POP0205,P14_RP_3040M2,DEC_D414,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,NB_D240,P14_ANEM_RP_GRAT,C14_NE24F4P,DEC_PCHO14,NB_B310,NB_A402,P14_RETR1564,C14_PMEN_CS6,C14_ACTOCC1564_CS2,NB_A403,NB_F113,DEC_D114,NB_F116,P14_NSAL15P_TP,NB_F103,P14_ACTOCC1564,C14_PMEN_CS2,NB_D243,DEC_PIMP14,NB_D213,P14_RP_ACH90,P14_POP,,
-3,DEC_EQ14,P14_RP_5PP,P14_RP_SDB,C14_ACTOCC1564_CS6,P14_POP0610,C14_ACTOCC15P_VOIT,P14_RP_4060M2,NB_E101,DENSITY,P14_RPMAISON_ACHTOT,C702,P14_ACTOCC15P_ILT3,DEC_D314,P14_SCOL1517,NB_A504,P14_RP_GRAT,P14_NSCOL15P,NB_B302,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_POP15P_CS5,P14_PMEN_ANEM10P,P14_POP_IMM,C14_PMEN_MENFAM,C14_PMEN_CS4,P14_RP_120M2P,C14_ACTOCC1564_CS5,NB_B203,NB_A121,C301,NB_F303,P14_RSECOCC,P14_POP0305,P14_NBPI_RP_ANEM10P,C503,P14_RP_100120M2,C14_ACT1564_CS5,P14_SCOL0610,P14_RP_80100M2,P14_NSAL15P_AIDFAM,C14_PMEN_CS5,NB_A501,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_SCOL2529,NB_D235,P14_POP_ETR,P14_POP0014,NB_B201,P14_SCOL30P,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,P14_RPMAISON_ACH45,P14_RPAPPART,C14_ACTOCC1564_CS3,NB_D239,P14_NBPI_RP_ANEM0509,P14_RP_ACH70,NB_A505,NB_F114,NB_G104,P14_POP2529,P14_RP_ACH05,P14_RP_4P,C14_NE24F3,P14_MEN_ANEM0002,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_NSCOL15P_DIPLMIN,P14_POP1114,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,NB_D231,P14_POP2539,NB_B308,C601,P14_RP_1P,NB_D601,P14_RP_ACH19,C509,P14_F3044,C14_MENSFAM,NB_F111,C14_PMEN_MENCOUPAENF,NB_A401,P14_MEN_ANEM0509,P14_NSAL15P,P14_RP_VOIT2P,C14_ACTOCC15P_PAS,P14_CHOM2554,C14_PMEN_CS1,NB_D236,DEC_PTSA14,P14_SCOL1114,P14_POPMEN2554,P14_POP0205,P14_RP_LOCHLMV,P14_NSCOL15P_CAPBEP,DEC_D214,C14_NE24F4P,DEC_PCHO14,P14_RPAPPART_ACH45,P14_RPMAISON_ACH19,P14_RETR1564,C14_POP15P_CS3,C14_PMEN_CS6,NB_F113,P14_POP4559,P14_POP15P_MARIEE,NB_F116,C14_MENCOUPSENF,P14_RP_M30M2,DEC_D714,P14_NSAL15P_TP,P14_ACTOCC1564,C14_MEN_CS3,NB_D243,DEC_PIMP14,P14_ACTOCC15P_ILT2,NB_D213,P14_RP_ACH90,,
-4,P14_ACTOCC15P_ILT4,P14_ANEM_RP,C14_ACTOCC1564_CS6,P14_POP0610,P14_RP_4060M2,P14_MEN_ANEM10P,NB_E101,P14_PMEN_ANEM0002,P14_RPMAISON_ACHTOT,P14_ACTOCC15P_ILT3,P14_SCOL1824,P14_RP_GRAT,NB_A504,P14_NSAL15P_INDEP,P14_NPER_RP_LOCHLMV,C14_COUPAENF,P14_RP_ACH11,P14_PMEN_ANEM10P,P14_POP_IMM,P14_RP_120M2P,P14_RSECOCC,P14_ACTOCC5564,P14_POP0305,P14_POP75P,C14_MENPSEUL,C14_ACT1564_CS5,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RPAPPART_ACH90,P14_APPART,C14_MEN_CS6,NB_A501,P14_ACTOCC15P_ILT1,P14_RPAPPART_ACH19,C14_MEN_CS8,P14_SCOL2529,P14_POP_ETR,C14_MENCOUPAENF,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,P14_ACTOCC15P_ILT5,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH45,C14_ACTOCC1564_CS3,C14_MENHSEUL,P14_POP1824,P14_RP_ACH70,NB_A505,P14_RPAPPART_ACH11,P14_POP2529,P14_RP_4P,C14_NE24F3,P14_RP_CCIND,P14_MEN_ANEM0002,C14_ACTOCC15P_MAR,P14_CHOM5564,P14_POP1114,P14_NSCOL15P_DIPLMIN,P14_RPAPPART_ACH70,P14_POPMEN1524,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,P14_PHORMEN,P14_RP_1P,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,P14_RP_ACH19,C14_MENFSEUL,C14_MENSFAM,P14_NSCOL15P_SUP,C14_ACT1564_CS3,P14_MEN_ANEM0509,P14_NSAL15P,C14_PMEN_CS8,P14_CHOM2554,P14_NPER_RP_GRAT,P14_SCOL1114,P14_RP_3040M2,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_ANEM_RP_GRAT,C14_NE24F4P,C14_NE24F2,P14_RPAPPART_ACH45,NB_A402,C14_POP15P_CS3,C14_PMEN_CS6,P14_F1529,NB_A403,P14_ETUD1564,P14_RP_LOC,P14_RP_M30M2,P14_NSAL15P_TP,C14_MEN_CS3,P14_CHOM1524,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,,,,,,,,,,,,,,,,,,,
-5,C14_ACTOCC1564_CS6,P14_RP_4060M2,NB_E101,P14_PMEN_ANEM0002,P14_ACTOCC15P_TP,NB_B303,P14_ACTOCC15P_ILT3,NB_D201,P14_SCOL1824,P14_RPMAISON_ACH70,NB_B302,NB_D709,P14_NPER_RP_LOCHLMV,P14_RP_ACH11,DEC_Q314,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_POP_IMM,P14_RP_120M2P,C14_MEN_CS2,P14_RSECOCC,C14_ACT1564_CS2,P14_SAL15P_TP,P14_POP75P,P14_RP_100120M2,C14_MENPSEUL,DEC_TP6014,P14_SAL15P_APPR,P14_SCOL0610,P14_RP_80100M2,P14_RPAPPART_ACH90,C14_MEN_CS6,P14_RPAPPART_ACH19,P14_SCOL2529,NB_B202,P14_POP_ETR,P14_SCOL30P,P14_POP1524_PSEUL,P14_ACTOCC15P_ILT5,P14_LOGVAC,P14_NSAL15P_EMPLOY,P14_NBPI_RP_ANEM0002,P14_SAL15P_INTERIM,P14_RPMAISON_ACH45,P14_RPAPPART,C14_ACTOCC1564_CS3,C14_MENHSEUL,NB_F102,P14_LOG,NB_A301,P14_RP_ACH70,P14_MEN_ANEM0002,P14_POP1114,C14_PMEN_MENSFAM,P14_ANEM_RP_LOCHLMV,P14_RP_ACH45,P14_RP_CCCOLL,P14_SAL15P_EMPAID,P14_PHORMEN,P14_RPMAISON_ACH11,P14_NBPI_RPAPPART,C14_ACTOCC15P_TCOM,C14_ACTOCC15P_DROU,P14_RP_ACH19,DEC_PAUT14,P14_RP_2P,C14_POP15P_CS6,P14_NSCOL15P_SUP,C14_MENSFAM,NB_A503,P14_NPER_RP_LOC,C14_ACT1564_CS3,NB_A401,P14_NSAL15P,C14_PMEN_CS8,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_NPER_RP_GRAT,C14_POP15P_CS8,P14_RP_3040M2,DEC_D414,P14_RPAPPART_ACHTOT,P14_RP_LOCHLMV,P14_RP_VOIT1,P14_NSCOL15P_CAPBEP,P14_ANEM_RP_GRAT,C14_NE24F4P,NB_A402,P14_RPMAISON_ACH19,C14_POP15P_CS3,C14_PMEN_CS6,P14_F1529,C14_ACTOCC1564_CS2,P14_RP_3P,NB_A403,DEC_D114,P14_ETUD1564,P14_POPMEN80P,P14_RP_M30M2,P14_POP5564,DEC_D714,C14_MEN_CS3,P14_CHOM1524,C14_PMEN_CS2,NB_D243,P14_ACTOCC15P_ILT2,P14_RP_CINDELEC,P14_POP,,,,,,,,,,,,,,,,
+0,P14_POP0002,P14_POPMEN2554,P14_RP_6080M2,P14_RPAPPART_ACH70,P14_RP_3040M2,P14_ANEM_RP,P14_POP0610,AREA,P14_POP1824,P14_NSCOL15P_SUP,P14_LOG,DENSITY,C14_MENPSEUL,P14_POP2539,P14_POPMEN5579,P14_RPMAISON,P14_POP,C14_NE24F3,P14_SCOL1824,DEC_D614,P14_ANEM_RP_LOCHLMV,P14_SCOL1114,DEC_D814,DEC_D914,P14_NPER_RP_PROP,C14_ACTOCC15P_MAR,P14_APPART,P14_POP1529,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RPAPPART_ACH19,DEC_D414,P14_ACTOCC15P_ILT5,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_INACT1564,P14_ANEM_RP_PROP,P14_CHOM1564,P14_ACTOCC15P_ILT2,P14_MAISON,P14_PMEN_ANEM0509,P14_RP_2P,P14_RP_VOIT1P,P14_POP2554,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_RP_PROP,P14_NPER_RP_GRAT,P14_POP1524,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_MENFSEUL,C14_NE24F2,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_ACT1564_CS5,C14_PMEN_CS5,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,C14_PMEN_CS4,C14_ACTOCC15P,C14_MEN_CS6,P14_ACT1524,C14_PMEN_CS2,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,C14_POP15P_CS5,P14_ANEM_RP_GRAT,C14_ACTOCC15P_PAS,P14_POP30P,P14_RP_GARL,P14_POP0019,P14_ACT2554,P14_RP_LOC,C14_PMEN,C14_ACT1564_CS4,C14_PMEN_MENCOUPSENF,P14_POP0205,C14_ACTOCC1564_CS3,DEC_D314,P14_ACTOCC15P_TP,P14_RPAPPART_ACH90,P14_SAL15P_APPR,P14_POP15P,C14_PMEN_MENCOUPAENF,DEC_D714,C14_MEN_CS3,P14_RPAPPART_ACH45,P14_RP_1P,P14_CHOM2554,P14_RP_CCIND,C14_MEN_CS8,P14_RP_80100M2,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC1564_CS2,C14_ACT1564_CS2,P14_RP_5PP,P14_SCOL1517,,,,,
+1,P14_POPMEN2554,P14_PMEN_ANEM0002,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_SCOL0205,P14_RP_3040M2,P14_ANEM_RP,P14_RP_3P,P14_POP0610,AREA,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,P14_LOG,DENSITY,P14_POP0014,C14_MENPSEUL,P14_POPMEN1524,P14_POP2539,P14_POPMEN5579,P14_POP,C14_MENCOUPSENF,P14_SCOL1824,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,C14_ACTOCC1564,P14_POP4054,DEC_D914,P14_NPER_RP_PROP,P14_POP0305,P14_APPART,P14_RP_ACH05,P14_ACTOCC2554,DEC_D114,P14_NPER_RP_LOCHLMV,C14_POP15P_CS6,P14_RPAPPART_ACH19,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_SCOL2529,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_RP_VOIT1P,P14_SAL15P_CDI,P14_NBPI_RP_ANEM0509,P14_ACTOCC15P_ILT2P,P14_AINACT1564,C14_PMEN_MENFAMMONO,P14_RP_PROP,C14_FAMMONO,P14_POP1524,P14_RPAPPART_ACHTOT,P14_POP_FR,C14_PMEN_MENFAM,P14_RP_ACH90,P14_NBPI_RP,C14_PMEN_CS6,C14_POP15P_CS7,C14_ACT1564_CS3,P14_F1529,P14_RP_ACH11,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_NE24F1,P14_POP4559,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_NPER_RP_LOC,C14_ACTOCC15P,DEC_MED14,C14_MEN_CS6,P14_RPAPPART,P14_RPMAISON_ACHTOT,P14_NBPI_RPAPPART,P14_RPMAISON_ACH90,P14_POP2064,C14_COUPAENF,C14_MENCOUPAENF,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_POP30P,P14_ACTOCC15P,P14_POP0019,C14_POP15P_CS4,P14_RP_LOC,P14_NSCOL15P_CAPBEP,C14_POP15P_CS8,C14_ACTOCC1564_CS3,DEC_D314,P14_RPAPPART_ACH90,P14_POP15P,C14_PMEN_MENCOUPAENF,C14_MEN_CS3,DEC_Q314,P14_NSCOL15P,P14_RP_GRAT,P14_RPAPPART_ACH45,P14_RP_1P,C14_MENSFAM,P14_RP_4060M2,C14_POP15P_CS3,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,DEC_TP6014,,,,
+2,P14_POP0002,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_RP_3040M2,P14_ANEM_RP,P14_POP0610,AREA,P14_POP1824,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,C14_MENPSEUL,P14_POPMEN1524,P14_POPMEN5579,P14_RP_VOIT2P,P14_RPMAISON,P14_POP,P14_SCOL1824,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,C14_MEN_CS7,C14_ACTOCC1564,P14_ACTOCC1524,DEC_D814,DEC_D914,P14_RP_4P,P14_NPER_RP_PROP,P14_F3044,C14_ACTOCC15P_MAR,P14_APPART,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_MENHSEUL,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_POP2529,DEC_D414,C14_PMEN_CS7,C14_PMEN_CS3,P14_RP_ACH19,P14_RP_CCCOLL,P14_ANEM_RP_PROP,P14_ACTOCC15P_ILT2,P14_RP_2P,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_POP2554,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_RP_PROP,P14_POP15P_NONMARIEE,C14_NE24F0,C14_ACTOCC1564_CS6,P14_NPER_RP_GRAT,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,P14_NBPI_RP,P14_RP_ACH90,C14_POP15P_CS2,C14_NE24F2,C14_POP15P_CS7,C14_ACT1564_CS3,DEC_D214,P14_NSCOL15P_BAC,P14_RSECOCC,P14_RP_CINDELEC,P14_POP1524_PSEUL,P14_RP_ACH45,NB_A504,P14_POP5579,C14_PMEN_CS8,C14_PMEN_CS4,C14_ACTOCC15P,DEC_MED14,P14_ACT1524,C14_PMEN_CS2,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_ANEM_RP_GRAT,P14_ANEM_RP_LOC,P14_POP30P,C14_ACTOCC15P_TCOM,P14_RP_LOC,P14_POP65P,P14_RP_ACHTOT,C14_POP15P_CS8,C14_PMEN_MENCOUPSENF,C14_ACTOCC1564_CS3,DEC_D314,P14_ACTOCC15P_TP,P14_RPAPPART_ACH90,P14_RPMAISON_ACH11,P14_POP15P,C14_PMEN_MENCOUPAENF,DEC_D714,DEC_Q314,P14_NSCOL15P,C14_MEN_CS3,C14_ACTOCC15P_VOIT,P14_RPAPPART_ACH45,P14_RP_1P,P14_CHOM2554,C14_MENSFAM,P14_RP_CCIND,P14_SAL15P,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_PMEN_MENSFAM,NB_B302,
+3,P14_POPMEN2554,P14_ACTOCC15P_ILT3,P14_PMEN,P14_NSAL15P_INDEP,P14_RPAPPART_ACH70,P14_RP_3040M2,C14_ACT1564_CS6,P14_NBPI_RP_ANEM10P,P14_ANEM_RP,P14_RP_3P,P14_POP0610,P14_NSAL15P,AREA,P14_POP1824,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,DENSITY,P14_POP0014,P14_POPMEN1524,C14_MENPSEUL,P14_POPMEN5579,P14_RPMAISON,P14_POP,C14_MENCOUPSENF,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_LOGVAC,DEC_D814,DEC_D914,P14_NPER_RP_PROP,P14_POP0305,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_ACTOCC2554,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,P14_POP1517,C14_POP15P_CS6,DEC_D414,P14_POP1117,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,P14_ANEM_RP_PROP,P14_SCOL2529,P14_ACTOCC15P_ILT2,P14_MAISON,C14_MEN_CS2,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_RP_VOIT1P,P14_RP_2P,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,C14_PMEN_MENFAMMONO,P14_NPER_RP_GRAT,C14_ACTOCC1564_CS6,P14_POP1524,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,C14_ACTOCC15P_DROU,C14_PMEN_MENFAM,P14_RP_ACH90,C14_PMEN_CS6,C14_MENFSEUL,C14_ACT1564_CS3,P14_NSCOL15P_BAC,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,C14_MENFAMMONO,P14_RP_CINDELEC,P14_ACTOCC1564,P14_SCOL0610,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_POP5579,P14_NPER_RP_LOC,C14_PMEN_CS8,C14_ACTOCC15P,DEC_MED14,P14_ACT1524,P14_RPMAISON_ACHTOT,P14_RPAPPART,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_POP_ETR,P14_ACT5564,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,C14_ACTOCC15P_PAS,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,C14_PMEN,P14_NSCOL15P_CAPBEP,C14_PMEN_MENCOUPSENF,C14_POP15P_CS8,P14_POP0205,P14_SAL15P_APPR,DEC_D714,C14_MEN_CS3,DEC_Q314,P14_PMEN_ANEM0204,P14_RP_1P,P14_RP_CCIND,P14_SAL15P,P14_RP_4060M2,C14_ACTOCC1564_CS2,C14_POP15P_CS3,C14_ACT1564_CS2,P14_NBPI_RP_ANEM0204,P14_RP_5PP
+4,P14_RP_6080M2,P14_MEN_ANEM10P,P14_ACTOCC15P_ILT3,P14_PMEN,DEC_Q114,P14_RPAPPART_ACH70,P14_SCOL0205,P14_RP_3P,P14_POP0610,AREA,P14_MEN_ANEM0002,P14_NSCOL15P_SUP,P14_POP6074,DENSITY,P14_POPMEN5579,C14_NE24F4P,P14_RPMAISON,P14_POP,P14_CHOM5564,P14_SCOL1824,DEC_D614,P14_POP1564,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,DEC_D814,DEC_D914,P14_NPER_RP_PROP,P14_NSCOL15P_DIPLMIN,C14_ACTOCC15P_MAR,P14_APPART,P14_RP_ACH05,DEC_D114,P14_ACTOCC2554,P14_NPER_RP_LOCHLMV,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,DEC_D414,P14_ACTOCC15P_ILT5,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_ANEM_RP_PROP,P14_PHORMEN,P14_SCOL2529,P14_RP_2P,P14_ACTOCC15P_ILT2,P14_PMEN_ANEM0509,P14_RP_ACH70,P14_POP6579,P14_ACTOCC15P_ILT2P,P14_RP_M30M2,P14_ACTOCC5564,P14_POP15P_NONMARIEE,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,P14_RP_ACH90,C14_PMEN_CS6,C14_POP15P_CS7,C14_ACT1564_CS3,P14_RP_ACH11,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,C14_NE24F1,P14_NBPI_RPMAISON,P14_POP1524_PSEUL,P14_RP_ACH45,P14_NPER_RP_LOC,C14_PMEN_CS8,P14_RP_120M2P,DEC_MED14,P14_RPAPPART,P14_RPMAISON_ACH90,P14_NBPI_RPAPPART,P14_POP_ETR,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,C14_ACTOCC15P_TCOM,P14_RP_GARL,C14_POP15P_CS4,P14_RP_LOC,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH90,DEC_D714,DEC_Q314,C14_MEN_CS3,P14_RP_GRAT,P14_RPAPPART_ACH45,P14_RP_1P,C14_MENSFAM,C14_MEN_CS8,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_POP15P_CS3,P14_ETUD1564,C14_PMEN_MENSFAM,P14_NBPI_RP_ANEM0204,,,,,,,,,,,,,,,
+5,C14_POP15P,P14_RP_6080M2,P14_PMEN_ANEM0002,P14_MEN_ANEM10P,P14_ACTOCC15P_ILT3,DEC_Q114,P14_RPAPPART_ACH70,P14_RP_3040M2,C14_ACT1564_CS6,P14_NBPI_RP_ANEM10P,P14_ANEM_RP,P14_NSAL15P,AREA,P14_POP1824,P14_MEN_ANEM0002,DENSITY,C14_ACT1564,P14_POPMEN1524,C14_MENPSEUL,P14_POP,P14_NSAL15P_EMPLOY,P14_SCOL1824,DEC_D614,P14_MEN_ANEM0204,P14_ANEM_RP_LOCHLMV,P14_RP_LOCHLMV,P14_LOGVAC,P14_POP4054,DEC_D814,DEC_D914,P14_APPART,P14_POP1529,P14_RP_ACH05,DEC_D114,P14_NPER_RP_LOCHLMV,P14_RP_VOIT1,C14_MENHSEUL,P14_RPMAISON_ACH19,P14_POP15P_MARIEE,P14_RPAPPART_ACH19,DEC_D414,P14_RP_CCCOLL,C14_PMEN_CS3,P14_RP_ACH19,P14_CHOM1524,P14_ANEM_RP_PROP,P14_RP_2P,P14_ACTOCC15P_ILT2,C14_MEN_CS2,P14_RP_ACH70,P14_ACTOCC15P_ILT2P,P14_RP,P14_RP_M30M2,C14_PMEN_MENFAMMONO,P14_POP15P_NONMARIEE,C14_ACTOCC1564_CS6,P14_POPMEN15P,P14_PMEN_ANEM10P,C14_PMEN_MENFAM,C14_PMEN_CS6,C14_MENFSEUL,C14_ACT1564_CS3,DEC_D214,P14_ACTOCC15P_ILT1,P14_POP_IMM,P14_RSECOCC,P14_RP_CINDELEC,P14_POP4559,C14_PMEN_CS5,P14_POP1524_PSEUL,P14_RP_ACH45,P14_NPER_RP_LOC,P14_RPMAISON_ACH70,C14_PMEN_CS8,C14_PMEN_CS4,C14_ACTOCC15P,DEC_MED14,C14_MEN_CS6,P14_ACT1524,P14_RPAPPART,P14_NBPI_RPAPPART,P14_POP_ETR,P14_ANEM_RP_GRAT,P14_NBPI_RP_ANEM0002,P14_ANEM_RP_LOC,P14_RPAPPART_ACH05,P14_ACTOCC15P,C14_ACTOCC15P_TCOM,P14_RP_GARL,P14_SCOL30P,P14_POP0019,C14_POP15P_CS8,C14_ACTOCC1564_CS3,DEC_D314,P14_RPAPPART_ACH90,P14_SAL15P_APPR,DEC_D714,P14_RP_100120M2,C14_MEN_CS3,P14_NSCOL15P,DEC_Q314,C14_ACTOCC15P_VOIT,P14_RPAPPART_ACH45,P14_RP_1P,P14_RPMAISON_ACH05,C14_MENSFAM,C14_MEN_CS8,P14_RP_4060M2,P14_RPAPPART_ACH11,P14_RP_80100M2,C14_POP15P_CS3,C14_PMEN_MENSFAM,NB_B302,,,,,
diff --git a/predihood/main.py b/predihood/main.py
index 7107833dd3449b717a91f2c627e6f342a4672f76..86f70cfde4f23d12f772fbeb61ccfbfb009d0e74 100755
--- a/predihood/main.py
+++ b/predihood/main.py
@@ -9,11 +9,13 @@ import logging
 import os
 import webbrowser
 import predihood.config
+import pandas as pd
 
 from flask import Flask, flash, render_template, request, send_from_directory
 from predihood import model
 from predihood.classes.Data import Data
 from predihood.classifiers_list import AVAILABLE_CLASSIFIERS
+from predihood.config import FILE_MANUAL_ASSESSMENT_EXPERTS
 from predihood.predict import compute_all_accuracies, predict_one_iris
 from predihood.utility_functions import signature, get_classifier, set_classifier, add_assessment_to_file
 from sklearn.utils._testing import ignore_warnings
@@ -263,6 +265,18 @@ def add_iris_to_csv():
     return json.dumps({"status": message})
 
 
+@app.route("/add_iris_file", methods=["GET"])
+def add_iris_file():
+    assessed_iris_file = pd.read_csv(FILE_MANUAL_ASSESSMENT_EXPERTS)
+    for index, row in assessed_iris_file.iterrows():
+        code_iris = str(row["code"]) if len(str(row["code"])) == 9 else "0"+str(row["code"])
+        assessed_values = []
+        for env in predihood.config.ENVIRONMENT_VALUES:
+            assessed_values.append(row[env])
+        add_assessment_to_file(code_iris, assessed_values)
+    return json.dumps({"status": "Your IRIS have been added."})
+
+
 @app.route("/get_preferred_language", methods=["GET"])
 def get_preferred_language():
     return json.dumps({"preferred_language": predihood.config.PREFERRED_LANGUAGE})
diff --git a/predihood/predict.py b/predihood/predict.py
index c97e79659985fcf5639fcfa8f6901161099e0a50..dbab57cb097dbd5828de4da9037e6579772f10d3 100644
--- a/predihood/predict.py
+++ b/predihood/predict.py
@@ -49,10 +49,10 @@ def compute_all_accuracies(data, clf, train_size, test_size, remove_outliers=Fal
     log.info("... Computing accuracies ...")
     train_size, test_size = check_train_test_percentages(train_size, test_size)
 
-    data_not_filtered = Data(normalization="density", filtering=False)
+    data_not_filtered = Data(normalization="density", filtering=False, add_assessment=data.add_assessment)
     data_not_filtered.init_all_in_one()
 
-    lists = retrieve_lists()
+    lists = retrieve_lists(add_assessment=data.add_assessment)
     results = {}
     for j, env in enumerate(ENVIRONMENT_VARIABLES):
         if predihood.config.PREFERRED_LANGUAGE == "french":
diff --git a/predihood/selection.py b/predihood/selection.py
index 3dc258927aae81106158cef6f145ad660d1ae5eb..6a5a2725f067a354dc8c2c6c6b5a83d4e6d5ab97 100644
--- a/predihood/selection.py
+++ b/predihood/selection.py
@@ -27,7 +27,7 @@ def generate_all_data():
     data.init_all_in_one()
 
 
-def retrieve_lists(top_k=None):
+def retrieve_lists(add_assessment=False, top_k=None):
     """
     Get all lists generated for each top-k or for the given top-k if provided.
 
@@ -41,17 +41,17 @@ def retrieve_lists(top_k=None):
 
     if top_k:
         # a top-k is specified, so the list of indicators of size top-k is retrieved
-        lst = retrieve_one_list(top_k)
+        lst = retrieve_one_list(add_assessment, top_k)
         lists[str(top_k)] = lst
     else:
         # no top-k is provided, so all lists form 10 to 100 indicators are retrieved
         for top_k in TOPS_K:
-            lst = retrieve_one_list(top_k)
+            lst = retrieve_one_list(add_assessment, top_k)
             lists[str(top_k)] = lst
     return lists
 
 
-def retrieve_one_list(top_k):
+def retrieve_one_list(add_assessment, top_k):
     """
     Retrieve the list of selected INSEE indicators corresponding to the given top-k.
 
@@ -61,7 +61,7 @@ def retrieve_one_list(top_k):
     Returns:
         a list containing indicators of the list of size top-k
     """
-    if not os.path.exists(os.path.join(FOLDER_SELECTED_INDICATORS, "list" + str(top_k) + ".csv")): generate_lists()
+    if not os.path.exists(os.path.join(FOLDER_SELECTED_INDICATORS, "list" + str(top_k) + ".csv")): generate_lists(add_assessment)
     indicators_csv = pd.read_csv(os.path.join(FOLDER_SELECTED_INDICATORS, "list" + str(top_k) + ".csv"), header=None)
     lst = json.loads(indicators_csv.drop(indicators_csv.columns[0], axis=1).to_json(orient="index"))
     list_temp = {}
@@ -70,7 +70,7 @@ def retrieve_one_list(top_k):
     return list_temp
 
 
-def generate_lists():
+def generate_lists(add_assessment=False):
     """
     Generates lists of INSEE indicators that are relevant for prediction.
     This selection process is based on:
@@ -79,10 +79,10 @@ def generate_lists():
     - taking into account the diversity of categories of INSEE indicators based on a hierarchy of these indicators
     """
     # 1. Create data
-    data = Data(normalization="density", filtering=True)
+    data = Data(normalization="density", filtering=True, add_assessment=add_assessment)
     data.init_all_in_one()
 
-    # 2. Run heat map and get fully correlated indicators by using a correlation matrtix
+    # 2. Run heat map and get fully correlated indicators by using a correlation matrix
     dataset = Dataset(data, "building_type", "unsupervised")
     dataset.init_all_in_one()
     heat_map = MethodSelection(name="heat map", dataset=dataset, parameters={"method": "spearman"})