diff --git a/predihood/classes/Data.py b/predihood/classes/Data.py
index 554947aa048fbc2b983390314b1cd3095f4d56fe..d6a09a9ac98ac7ed00b859d35614cd28470d5faa 100644
--- a/predihood/classes/Data.py
+++ b/predihood/classes/Data.py
@@ -1,8 +1,4 @@
 import logging
-log_format = "[%(levelname)s] - %(filename)s::%(lineno)d \t %(message)s"
-logging.basicConfig(level='DEBUG', format=log_format)
-import sys
-
 import numpy as np
 import os
 import pandas as pd
@@ -15,36 +11,41 @@ from predihood.config import FILE_CLEANED_DATA, FOLDER_DATASETS, ENVIRONMENT_VAR
     OLD_PREFIX
 from predihood.utility_functions import address_to_code, append_indicator, append_target
 
-pd.set_option('display.max_columns', 6)
 warnings.filterwarnings("ignore", category=RuntimeWarning)
+logging.basicConfig(level='DEBUG')
 
 
 class Data:
-    def __init__(self, normalize="density", filter=True):
+    """This class represents supervised data that is cleaned and filtered.
+    """
+
+    def __init__(self, normalization="density", filtering=True):
         """
         Constructor of the Data class. Initialize attributes.
 
         Args:
-            normalize: a string to indicate the choice for normalization ('density' for density, 'popu' for population and None to don't normalize)
-            filter: True or False to indicate if useless indicators will be rremoved or not
+            normalization: a string to indicate the choice to normalize indicators ('density' for density, 'population' for population and None to do not normalize)
+            filtering: True or False to indicate if useless indicators will be removed or not
         """
         self.old_path = FILE_CLEANED_DATA
-        self.dataset_path = os.path.join(FOLDER_DATASETS, 'data_'+str(normalize)+'.csv')
-        self.filtered_path = os.path.join(FOLDER_DATASETS, 'data_'+str(normalize)+'_filtered.csv')
+        self.dataset_path = os.path.join(FOLDER_DATASETS, 'data_' + str(normalization) + '.csv')
+        self.filtered_path = os.path.join(FOLDER_DATASETS, 'data_' + str(normalization) + '_filtered.csv')
         self.data = None
         self.indicators = None
-        self.normalize = normalize
-        self.filter = filter
+        self.normalization = normalization
+        self.filtering = filtering
 
         # retrieve indicators
         self.get_indicators()
         logging.debug("Starting with %d indicators", len(self.indicators))
         # these indicators are not relevant for the prediction
-        indicators_to_remove = ['IRIS', 'REG', 'DEP', 'UU2010', 'COM', 'LIBCOM', 'TRIRIS', 'GRD_QUART', 'LIBIRIS', 'TYP_IRIS', 'MODIF_IRIS', 'LAB_IRIS', 'LIB_IRIS', 'LIB_COM', 'CODGEO', 'LIBGEO']
+        indicators_to_remove = ['IRIS', 'REG', 'DEP', 'UU2010', 'COM', 'LIBCOM', 'TRIRIS', 'GRD_QUART', 'LIBIRIS',
+                                'TYP_IRIS', 'MODIF_IRIS', 'LAB_IRIS', 'LIB_IRIS', 'LIB_COM', 'CODGEO', 'LIBGEO']
         for indicator in indicators_to_remove:
             if indicator in self.indicators:
                 self.indicators.remove(indicator)
-        logging.debug("Descriptive indicators: %d. It remains %d indicators", len(indicators_to_remove), len(self.indicators))
+        logging.debug("Descriptive indicators: %d. It remains %d indicators", len(indicators_to_remove),
+                      len(self.indicators))
 
     def get_indicators(self):
         """
@@ -70,19 +71,20 @@ class Data:
         if not os.path.exists(self.dataset_path):
             self.create()
             self.do_normalize()
-            if self.filter: self.do_filter()
+            if self.filtering: self.do_filter()
         elif not os.path.exists(self.filtered_path):
-            if self.filter: self.do_filter()
+            if self.filtering: self.do_filter()
         else:
             self.read()
-        logging.debug("Finally, the dataset has %d columns including %d INSEE indicators", len(self.data.columns), len(self.indicators))
+        logging.debug("Finally, the dataset has %d columns including %d INSEE indicators", len(self.data.columns),
+                      len(self.indicators))
         logging.debug("The dataset has %d IRIS", len(self.data))
 
     def read(self):
         """
         Read the dataset stored in the CSV file (and get indicators form this dataset).
         """
-        if self.filter:
+        if self.filtering:
             self.data = pd.read_csv(self.filtered_path)
         else:
             self.data = pd.read_csv(self.dataset_path)
@@ -103,8 +105,8 @@ class Data:
         cols = []
         columns = ["address", "country"]
         columns.extend(ENVIRONMENT_VARIABLES)
-        cols_departure = [OLD_PREFIX+env for env in columns]
-        cols_arrival = [NEW_PREFIX+env for env in columns]
+        cols_departure = [OLD_PREFIX + env for env in columns]
+        cols_arrival = [NEW_PREFIX + env for env in columns]
 
         # get data for departure and arrival IRIS
         departures = data[cols_departure]  # [:4]
@@ -133,7 +135,8 @@ class Data:
                 coords_dep = model.get_coords_from_code(dep_code)
                 area_dep = area(coords_dep) / 1000000 if coords_dep is not None else None
                 dep_row.append(area_dep)  # compute its area
-                density = dep_iris["properties"]["raw_indicators"]["P14_POP"] / area_dep if area_dep is not None and area_dep > 0 else None
+                density = dep_iris["properties"]["raw_indicators"][
+                              "P14_POP"] / area_dep if area_dep is not None and area_dep > 0 else None
                 dep_row.append(density)
 
                 if dep_iris is not None:
@@ -145,11 +148,13 @@ class Data:
                     for target in cols_departure:
                         dep_row = append_target(row1, target, dep_row)
                     append_col = False
-                    raw_data.append(dep_row) if len(dep_row) > 0 else logging.error("IRIS", dep_code, "have encountered an error. It will not be added to the dataset.")
+                    raw_data.append(dep_row) if len(dep_row) > 0 else logging.error("IRIS", dep_code,
+                                                                                    "have encountered an error. It will not be added to the dataset.")
                 else:
                     null_iris += 1
                     # logging.debug("This IRIS is null. %d IRIS are null.", null_iris)
-            elif row1[OLD_PREFIX+'country'] == '' or row1[OLD_PREFIX+'country'] is None or row1[OLD_PREFIX+'country'] is np.nan:
+            elif row1[OLD_PREFIX + 'country'] == '' or row1[OLD_PREFIX + 'country'] is None or row1[
+                OLD_PREFIX + 'country'] is np.nan:
                 null_iris += 1
                 # logging.debug("This IRIS is null.", null_iris, "IRIS are null.")
             else:
@@ -162,7 +167,8 @@ class Data:
                 coords_arr = model.get_coords_from_code(arr_code)
                 area_arr = area(coords_arr) / 1000000 if coords_arr is not None else None
                 arr_row.append(area_arr)  # compute its area
-                density = arr_iris["properties"]["raw_indicators"]["P14_POP"] / area_arr if area_arr is not None and area_arr > 0 else None
+                density = arr_iris["properties"]["raw_indicators"][
+                              "P14_POP"] / area_arr if area_arr is not None and area_arr > 0 else None
                 arr_row.append(density)
 
                 if arr_iris is not None:
@@ -174,11 +180,13 @@ class Data:
                     for target in cols_arrival:
                         arr_row = append_target(row2, target, arr_row)
                     append_col = False
-                    raw_data.append(arr_row) if len(arr_row) > 0 else logging.error("IRIS", arr_code, "have encountered an error. It will not be added to the dataset.")
+                    raw_data.append(arr_row) if len(arr_row) > 0 else logging.error("IRIS", arr_code,
+                                                                                    "have encountered an error. It will not be added to the dataset.")
                 else:
                     null_iris += 1
                     # logging.debug("This IRIS is null. %d IRIS are null.", null_iris)
-            elif row2[NEW_PREFIX + 'country'] == '' or row2[NEW_PREFIX + 'country'] is None or row2[NEW_PREFIX + 'country'] is np.nan:
+            elif row2[NEW_PREFIX + 'country'] == '' or row2[NEW_PREFIX + 'country'] is None or row2[
+                NEW_PREFIX + 'country'] is np.nan:
                 null_iris += 1
                 # logging.debug("This IRIS is null. %d IRIS are null.", null_iris)
             else:
@@ -201,8 +209,10 @@ class Data:
         logging.debug("There are %d NaN columns", len(nan_columns))
         old_size = len(self.data.columns)
         self.data.drop(nan_columns, axis=1, inplace=True)
-        self.indicators = [indicator for indicator in self.indicators if indicator not in nan_columns]  # remove names of NaN columns in the list of indicators
-        logging.debug("New size without NaN columns: %d (old size: %d)", (len(self.data.columns) - 8), old_size - len(nan_columns))
+        self.indicators = [indicator for indicator in self.indicators if
+                           indicator not in nan_columns]  # remove names of NaN columns in the list of indicators
+        logging.debug("New size without NaN columns: %d (old size: %d)", (len(self.data.columns) - 8),
+                      old_size - len(nan_columns))
         # self.data.to_csv(self.dataset_path, index=None)  # index=None: avoid line numbering
 
     def filter_grouping(self):
@@ -223,7 +233,7 @@ class Data:
 
     def do_filter(self):
         """
-        Remove (filter) overly detailed indicators and constant columns from the dataset.
+        Remove (filter) too detailed indicators and constant columns from the dataset.
         """
         if self.data is None:
             self.data = pd.read_csv(self.dataset_path)
@@ -250,15 +260,16 @@ class Data:
             for column in row.iteritems():
                 col_name = column[0]
                 if col_name not in do_not_normalize:
-                    if self.normalize == "pop":
+                    if self.normalization == "population":
                         self.data.at[index, col_name] = row[col_name] / row['P14_POP']
-                    elif self.normalize == "density":
+                    elif self.normalization == "density":
                         density = row[self.data.columns.get_loc('DENSITY')]
                         self.data.at[index, col_name] = row[col_name] / density if density > 0 else 0
-                    elif self.normalize is None:
+                    elif self.normalization is None:
                         self.data.at[index, col_name] = row[col_name]
                     else:
-                        raise Exception("You must normalize by 'pop' or 'density'. Apply None to don't normalize.")
+                        raise Exception(
+                            "You must normalize by 'population' or 'density'. Apply None to don't normalize.")
         self.data.to_csv(self.dataset_path, index=None)  # index=None: avoid line numbering
 
     def fill_nan(self, method):
@@ -327,7 +338,8 @@ class Data:
                 coords = model.get_coords_from_code(postal_code)
                 area_iris = area(coords) / 1000000 if coords is not None else None  # in km^2 instead of m^2
                 row.append(area_iris)  # compute its area
-                density = iris["properties"]["raw_indicators"]["P14_POP"] / area_iris if area_iris is not None and area_iris > 0 else None
+                density = iris["properties"]["raw_indicators"][
+                              "P14_POP"] / area_iris if area_iris is not None and area_iris > 0 else None
                 row.append(density)
 
                 if iris is not None:
@@ -342,7 +354,8 @@ class Data:
                     # 2. append targets
                     row.extend(targets)
                     append_indicator = False
-                    raw_data.append(row) if len(row) > 0 else logging.error("IRIS", postal_code, "have encountered an error. It will not be added to the dataset.")
+                    raw_data.append(row) if len(row) > 0 else logging.error("IRIS", postal_code,
+                                                                            "have encountered an error. It will not be added to the dataset.")
                 else:
                     logging.debug("This IRIS is null.")
 
diff --git a/predihood/classes/Dataset.py b/predihood/classes/Dataset.py
index 6b8b418a135ce0db5b5df452fae5c6063cd12d2c..cf4a78021cb2265c5287f5cce46a9bb05fa05e46 100644
--- a/predihood/classes/Dataset.py
+++ b/predihood/classes/Dataset.py
@@ -126,5 +126,8 @@ class Dataset:
         data_env = pd.DataFrame(self.data[columns])
         data_env.to_csv(FILE_ENV)
 
+    def remove_rural_iris(self):
+        self.data = self.data[self.data.morphological_position != "Rural"]
+
     def __str__(self):
         return "Class Dataset: " + "train_size=" + str(self.train_size) + " test_size=" + str(self.test_size)
diff --git a/predihood/classes/MethodPrediction.py b/predihood/classes/MethodPrediction.py
index ca7f6fdacd3b5815b3490a1a594ed91ea7ebd2f4..03ed5fbd7d665d8cafcecaf15d691a91f2591bb8 100644
--- a/predihood/classes/MethodPrediction.py
+++ b/predihood/classes/MethodPrediction.py
@@ -43,7 +43,7 @@ class MethodPrediction(Method):
         iris_population = iris_object["properties"]["raw_indicators"]["P14_POP"]
         iris_indicators_values = []
         iris_indicators_names = []
-        if self.dataset.normalize == "density":
+        if self.dataset.normalization == "density":
             density = iris_population/iris_area
             for indicator in self.dataset.selected_indicators:
                 if indicator in iris_object["properties"]["raw_indicators"] and density > 0:
@@ -51,7 +51,7 @@ class MethodPrediction(Method):
                 else:
                     iris_indicators_values.append(0)
                 iris_indicators_names.append(indicator)
-        elif self.dataset.normalize == "pop":
+        elif self.dataset.normalization == "population":
             for indicator in self.dataset.selected_indicators:
                 # if indicator == "P14_POP": continue # skip this indicator because of normalisation # TODO
                 if indicator in iris_object["properties"]["raw_indicators"] and iris_population > 0:
@@ -69,7 +69,7 @@ class MethodPrediction(Method):
 
         df = pd.DataFrame([iris_indicators_values], columns=iris_indicators_names)
         self.prediction = self.classifier.predict(df)[0]
-        print(self.prediction)
+        # print(self.prediction)
 
     def plot(self):
         max_depths = np.linspace(1, 32, 32, endpoint=True)
diff --git a/predihood/classes/MethodSelection.py b/predihood/classes/MethodSelection.py
index d71620726d42e3dcc66019a04625ecf742364369..267e5b1c2db61fd1310d36507f5858cb81fdcf0b 100644
--- a/predihood/classes/MethodSelection.py
+++ b/predihood/classes/MethodSelection.py
@@ -70,8 +70,8 @@ class MethodSelection(Method):
                         self.best_indicators.append(column)
 
             if TITLES: plt.title("Matrice de corrélation : filtrage = " + (
-                "Oui" if self.dataset.filter else "Non") + ", normalisation = " + (
-                                     "Pop" if self.dataset.normalize == 'pop' else "Densité" if self.dataset.normalize == 'density' else "0"))
+                "Oui" if self.dataset.filtering else "Non") + ", normalisation = " + (
+                                     "Pop" if self.dataset.normalization == 'population' else "Densité" if self.dataset.normalization == 'density' else "0"))
             if DEBUG: plt.show()
             self.parameters = {
                 "fig": fig
@@ -99,7 +99,7 @@ class MethodSelection(Method):
         elif self.name == "heat map":
             if not os.path.exists(FOLDER_FEATURE_SELECTION): os.makedirs(FOLDER_FEATURE_SELECTION)
             number = "F" + ("1" if self.dataset.data.filter else "0") + "N" + (
-                "P" if self.dataset.normalize == 'pop' else "D" if self.dataset.normalize == 'density' else "0")
+                "P" if self.dataset.normalization == 'population' else "D" if self.dataset.normalization == 'density' else "0")
             filename = os.path.join(FOLDER_FEATURE_SELECTION, "heatmap"+number+".png")
             self.params["fig"].savefig(filename)
         else:
diff --git a/predihood/generated_files/selected-indicators/primary10.csv b/predihood/generated_files/selected-indicators/primary10.csv
index 6216e8ef31abc1220aec4c68a7acdf66bbdf0109..26ec59a093f84b6a20f08094e7ca216652057b67 100644
--- a/predihood/generated_files/selected-indicators/primary10.csv
+++ b/predihood/generated_files/selected-indicators/primary10.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,P14_RP_100120M2,P14_RP_5PP,P14_RPMAISON_ACH45,C14_PMEN_CS1,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,DEC_EQ14,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_ACTOCC15P_ILT2
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,DEC_PTSA14,NB_B103,NB_F116,NB_D231,C14_PMEN_CS6,C14_MENSFAM,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_RPMAISON_ACH90,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PTSA14,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,P14_RSECOCC,C14_ACT1564_CS1
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_RP_ACH19,P14_RPAPPART_ACH45,C14_PMEN_MENSFAM,C14_MEN_CS8,P14_RP_GRAT,P14_RPAPPART_ACH90,C14_MENSFAM,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,P14_POP_ETR,NB_D243,P14_RSECOCC,P14_RP_ACH70,P14_RPMAISON_ACH70,P14_RP_M30M2,C14_PMEN_MENSFAM,,
+0,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH45,C14_PMEN_MENCOUPSENF,P14_RP_5PP,C14_MENCOUPAENF,P14_MAISON,P14_ANEM_RP_PROP,C14_MEN_CS7,P14_RPMAISON_ACH90,P14_NBPI_RPMAISON,P14_RP_100120M2,DEC_D114,P14_NPER_RP_PROP,C14_PMEN_CS1,P14_RPMAISON,,,,
+1,P14_POP0205,P14_SCOL0610,NB_D233,DEC_D614,P14_PMEN_ANEM10P,P14_POP_ETR,P14_RP_ACH19,C14_COUPAENF,DEC_EQ14,P14_SCOL1114,DENSITY,P14_PHORMEN,NB_F121,P14_ACTOCC1564,C14_PMEN_CS1,P14_RP_ACH90,P14_ACTOCC15P_ILT2,P14_NPER_RP_LOCHLMV,P14_NPER_RP_PROP
+2,P14_RP_ACH70,NB_F116,C14_PMEN_CS5,P14_RP_ACH45,NB_D231,NB_B103,DEC_D314,P14_RPMAISON_ACH90,DEC_PCHO14,DEC_PTSA14,P14_CHOM5564,C14_PMEN_CS6,C14_NE24F4P,C14_MENSFAM,P14_RPAPPART_ACH90,P14_RP_ACH90,,,
+3,C14_ACT1564_CS1,DEC_PIMP14,NB_D601,DEC_PTSA14,P14_RPAPPART_ACH19,P14_ACTOCC15P_ILT2P,P14_SCOL0610,P14_RP_VOIT2P,P14_POP_IMM,C14_POP15P_CS5,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,P14_SCOL1114,P14_RP_ACH90,C14_PMEN_CS1,P14_POP0610,P14_RPMAISON_ACH90,C14_ACTOCC15P_MAR
+4,P14_POP1524_PSEUL,C14_NE24F3,P14_RP_ACH19,P14_RPAPPART_ACH90,NB_A504,P14_RP_3040M2,P14_RPAPPART_ACH45,C14_PMEN_MENSFAM,C14_MEN_CS8,P14_NSAL15P_TP,P14_SCOL2529,P14_CHOM5564,C14_MENSFAM,P14_RPAPPART_ACH19,P14_ACTOCC15P_ILT3,P14_RP_GRAT,C14_ACTOCC15P_MAR,,
+5,P14_RP_ACH70,P14_RP_ACH19,NB_A503,P14_RSECOCC,C14_ACT1564_CS3,NB_D243,P14_RP_M30M2,DEC_PBEN14,C14_PMEN_MENSFAM,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NSAL15P_EMPLOY,P14_NBPI_RP_ANEM0002,P14_RPMAISON_ACH70,P14_RPAPPART_ACH19,P14_POP_ETR,P14_POP,,
diff --git a/predihood/generated_files/selected-indicators/primary100.csv b/predihood/generated_files/selected-indicators/primary100.csv
index 22659a12d693d122798d6a5c24f911349255ef11..b8ea4f3cdd2c5afe1f515a8a43844b9fd065d80f 100644
--- a/predihood/generated_files/selected-indicators/primary100.csv
+++ b/predihood/generated_files/selected-indicators/primary100.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,C14_PMEN_MENCOUPAENF,P14_SCOL1517,NB_B304,P14_NSAL15P_TP,P14_RP_120M2P,P14_NBPI_RPAPPART,P14_RP_5PP,P14_RP_PROP,P14_POP0205,C14_ACTOCC15P_MAR,P14_POP0610,NB_D213,NB_B202,P14_NSAL15P_EMPLOY,P14_AINACT1564,NB_B204,P14_RP_LOC,P14_LOGVAC,DEC_MED14,P14_RPAPPART,P14_POP0014,P14_CHOM1564,NB_A403,P14_SCOL1114,DEC_PCHO14,P14_PMEN_ANEM10P,C14_NE24F0,P14_ACTOCC1564,DEC_PTSA14,P14_RP_GRAT,P14_RP_VOIT2P,NB_D239,P14_RP_ACH45,P14_MEN_ANEM0509,DENSITY,C14_PMEN_MENSFAM,DEC_TP6014,DEC_EQ14,NB_A502,P14_POP5564,P14_PMEN_ANEM0509,P14_ACTOCC15P_ILT1,P14_RP_4P,P14_RP_CCCOLL,C14_PMEN_CS7,P14_RETR1564,NB_D233,P14_RP_3P,P14_APPART,DEC_D414,P14_CHOM2554,P14_NSCOL15P_DIPLMIN,P14_F1529,P14_RPMAISON_ACH45,P14_ANEM_RP_LOC,P14_RSECOCC,P14_POPMEN80P,P14_SCOL0610,C14_POP15P_CS1,C14_PMEN_CS5,P14_RP_3040M2,P14_RP_2P,P14_POP1517,P14_RP_ACH90,C509,NB_B303,C14_PMEN,C14_POP15P_CS2,P14_F3044,DEC_D614,C14_PMEN_CS1,P14_POP80P,DEC_Q114,P14_RPAPPART_ACH19,C14_PMEN_CS2,NB_A503,NB_A504,C14_ACTOCC1564_CS4,P14_POP2529,P14_RP_4060M2,P14_RP_100120M2,NB_D240,DEC_D714,DEC_D814,C14_ACTOCC1564_CS1,C14_ACTOCC15P_DROU,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH05,P14_RPAPPART_ACH70,NB_B309,C14_ACT1564_CS3,C14_MEN_CS1,P14_NPER_RP_GRAT,P14_ACTOCC15P_ILT4,P14_POP0002,NB_D602,C14_ACT1564_CS1,P14_ANEM_RP_GRAT,C14_ACTOCC15P_TCOM,P14_RPAPPART_ACH90,P14_RPAPPART_ACH11,C14_MEN_CS8,DEC_D214,P14_POP1524_PSEUL,P14_NPER_RP_LOCHLMV,P14_ACTOCC15P_ILT3,NB_A507,NB_B203,P14_POP65P,P14_SAL15P_EMPAID,P14_RP_1P,NB_D404,NB_G101,NB_A406,C14_ACTOCC15P_PAS,C14_PMEN_MENFAM,P14_RP_M30M2,P14_POP0305,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS8,C503,NB_E101,P14_ANEM_RP,NB_B301,NB_B102,C14_POP15P_CS3,DEC_D914,C14_PMEN_MENFAMMONO,P14_RPAPPART_ACHTOT,P14_SCOL2529,NB_F111,P14_RP_CINDELEC,P14_NSCOL15P_CAPBEP,P14_POP_ETR,P14_POP6579,C14_ACT1564_CS6,P14_POP75P,DEC_RD14,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,P14_RP_80100M2,C14_MENPSEUL,DEC_PTSA14,C14_NE24F4P,P14_SCOL1517,NB_A303,P14_POP0610,NB_A401,C14_MENCOUPAENF,DEC_EQ14,P14_NBPI_RPMAISON,C14_ACTOCC15P_MAR,NB_A301,C509,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2,C14_POP15P_CS2,C14_PMEN_CS6,DEC_PCHO14,P14_SCOL2529,DEC_D114,P14_RPMAISON_ACH70,P14_RPMAISON_ACHTOT,NB_A507,P14_NSCOL15P_DIPLMIN,P14_RPMAISON_ACH90,P14_POP1524_PSEUL,P14_RP_CCCOLL,P14_CHOM2554,P14_RP_4P,C14_ACT1564_CS5,NB_F114,C14_MENFSEUL,C14_MEN_CS7,NB_B308,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,C14_MEN_CS3,C101,P14_POP4054,P14_POP65P,C503,P14_RSECOCC,P14_ACTOCC5564,C14_ACTOCC1564_CS2,C14_MEN_CS6,P14_RP_120M2P,C14_NE24F3,P14_NSAL15P_TP,P14_PMEN_ANEM0509,NB_A504,DEC_GI14,C14_MEN_CS2,NB_D404,P14_POP15P,C14_MENCOUPSENF,P14_RPAPPART_ACH90,NB_A404,P14_AINACT1564,P14_RP_VOIT1P,C14_PMEN_CS4,C14_NE24F1,NB_A501,P14_RP_VOIT2P,P14_SCOL30P,P14_POP0014,P14_CHOM5564,NB_D213,P14_RPMAISON_ACH11,NB_A506,P14_MEN_ANEM10P,P14_APPART,NB_B101,C14_MENFAMMONO,P14_POP1529,P14_RPMAISON,NB_D210,P14_RPAPPART_ACH45,P14_POP1117,P14_POP4559,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_RPAPPART_ACH19,DEC_TP6014,P14_NPER_RP_GRAT,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1,C14_ACT1564_CS1,NB_D202,P14_ACTOCC15P_ILT4,P14_RPAPPART_ACH11,P14_POP0002,P14_RP_ACH11,C14_MEN_CS8,C14_PMEN_CS3,NB_F116,NB_D601,NB_A203,C702,P14_POP,P14_SAL15P_EMPAID,P14_RPMAISON_ACH19,NB_B103,C601,C14_FAMMONO,DEC_D214,NB_A405,DEC_D314,NB_A115,C14_ACT1564_CS3,P14_RP_ACH70,NB_D201,NB_A403,P14_RPAPPART_ACH70,DEC_PPEN14,C14_PMEN_CS8,C14_POP15P_CS3,P14_RPAPPART_ACH05,P14_RP_ACH45,P14_ACTOCC15P_TP,NB_B313,DEC_D714,C14_ACT1564_CS2,P14_ANEM_RP_LOCHLMV,P14_ETUD1564,P14_MAISON,NB_A206,NB_D709,NB_B206,C14_POP15P_CS6,NB_A505,NB_D243,DEC_RD14,C14_ACTOCC15P_PAS,NB_F111
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_EQ14,C14_FAMMONO,P14_POP0610,C101,P14_RPAPPART_ACH70,NB_B101,P14_ACTOCC15P_ILT4,NB_B302,C302,DEC_PPEN14,P14_NBPI_RP_ANEM10P,NB_B201,P14_NSAL15P_TP,P14_RP_2P,P14_ACTOCC15P_ILT1,P14_SCOL1517,NB_D231,NB_D201,NB_F103,C509,NB_G104,P14_POP_IMM,NB_D601,P14_NPER_RP_LOCHLMV,C14_MENCOUPSENF,C14_ACTOCC15P_PAS,DEC_PBEN14,P14_SCOL0610,C14_PMEN_MENCOUPAENF,NB_B202,P14_RPMAISON_ACH45,NB_A406,P14_POP0305,C14_MEN_CS7,NB_B204,P14_ANEM_RP_GRAT,P14_RPMAISON_ACH11,C14_MEN,P14_ANEM_RP,P14_RPMAISON_ACH70,P14_RP_100120M2,P14_POPMEN15P,C14_ACTOCC15P_MAR,P14_NSCOL15P_CAPBEP,P14_NBPI_RPAPPART,P14_RPMAISON_ACH05,P14_RP_VOIT2P,C14_POP15P_CS2,P14_POP0205,P14_ACTOCC1564,C14_PMEN,P14_RP_GRAT,P14_SAL15P_CDD,P14_RP_CCCOLL,NB_D605,DEC_PTSA14,P14_POP1114,C14_ACTOCC1564_CS3,C14_MEN_CS3,C14_PMEN_MENSFAM,NB_A504,NB_D233,P14_RP_6080M2,NB_D232,P14_RPAPPART_ACH05,P14_POP1524_PSEUL,P14_POP_ETR,C14_POP15P_CS5,P14_RP_SDB,P14_ACTOCC15P_ILT5,P14_ACTOCC15P_ILT3,NB_F117,P14_PMEN_ANEM0509,NB_B303,C14_PMEN_MENFAM,NB_D209,DEC_D614,P14_POP15P,NB_F303,NB_A401,NB_B103,NB_F116,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_A402,P14_RP_ACH19,C14_MEN_CS1,C14_NE24F3,NB_B307,NB_D243,NB_F304,P14_SAL15P_APPR,P14_SCOL2529,NB_F120,P14_RPAPPART_ACHTOT,DEC_PIMP14,P14_RP_3040M2,C14_ACTOCC15P_DROU,C14_ACTOCC15P_TCOM,NB_F111,DEC_D714,NB_D221,NB_A501,NB_B310,NB_D238,P14_RSECOCC,P14_RPAPPART_ACH11,P14_AINACT1564,P14_RP_1P,NB_A405,DEC_D214,P14_POP,NB_A404,NB_F112,DENSITY,NB_A301,C14_ACT1564_CS6,P14_ANEM_RP_LOCHLMV,P14_SAL15P_EMPAID,P14_RP_ACH11,P14_ACT5564,C14_POP15P_CS1,C601,C14_ACTOCC1564_CS2,NB_D210,NB_F114,NB_D237,P14_NSAL15P_AIDFAM,NB_A121,C201,P14_SAL15P_INTERIM,P14_NSCOL15P_BAC,P14_RPAPPART,P14_RP_120M2P,,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,DEC_PTSA14,C14_MEN_CS7,P14_RP_ACH70,P14_CHOM5564,P14_POP2539,C14_NE24F4P,P14_F3044,C14_ACTOCC1564_CS3,NB_B203,DENSITY,NB_A203,P14_POPMEN2554,NB_E101,NB_G104,DEC_EQ14,C14_PMEN_CS6,P14_NPER_RP_PROP,P14_NBPI_RPMAISON,C14_MENCOUPSENF,NB_G101,P14_POPMEN15P,P14_RPMAISON,C14_POP15P,P14_RSECOCC,DEC_D314,C14_MEN,P14_RP_120M2P,P14_SCOL0205,P14_POP1524_PSEUL,NB_D239,P14_RPMAISON_ACH70,P14_NSAL15P_TP,C14_MEN_CS3,P14_RPMAISON_ACH90,P14_ACTOCC1564,P14_NSCOL15P,P14_CHOM2554,P14_RP_SDB,C502,C14_ACTOCC1564_CS5,P14_POP15P_MARIEE,P14_PMEN_ANEM0509,P14_RP_5PP,C14_NE24F2,NB_F116,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM10P,NB_D233,NB_B201,DEC_PCHO14,P14_SCOL2529,P14_RP_80100M2,P14_NPER_RP_LOCHLMV,P14_RETR1564,DEC_D214,P14_ACTOCC15P_ILT1,P14_RP_VOIT1P,P14_POP_ETR,C14_ACTOCC1564_CS6,NB_B204,P14_RP_2P,P14_RP_4P,P14_SAL15P_CDI,NB_D236,P14_NSCOL15P_DIPLMIN,C14_MENSFAM,C14_ACT1564_CS4,C509,P14_ANEM_RP_LOCHLMV,P14_RPMAISON_ACH19,C14_PMEN_MENCOUPAENF,NB_A505,NB_B308,C14_PMEN_CS2,P14_RPMAISON_ACHTOT,P14_RP_6080M2,P14_POP1564,C14_PMEN_MENFAMMONO,C14_PMEN_CS5,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_MEN_ANEM0002,DEC_D114,NB_A401,P14_RPAPPART_ACH45,P14_RPAPPART_ACH05,NB_B302,P14_NSAL15P_AIDFAM,P14_APPART,P14_POP0014,DEC_Q114,P14_RP_ACH11,C14_ACTOCC15P_PAS,P14_PMEN_ANEM10P,C409,NB_D201,P14_RP_4060M2,C14_ACT1564_CS3,P14_AINACT1564,NB_D243,P14_SAL15P_APPR,NB_D709,P14_RP_M30M2,P14_NSAL15P,NB_A406,P14_ACTOCC15P_ILT4,C14_MEN_CS4,DEC_D614,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH70,P14_ACT1524,C14_POP15P_CS1,P14_RP_GRAT,NB_F114,NB_D703,DEC_D714,P14_INACT1564,P14_RP_ACH45,C14_PMEN_MENSFAM,NB_F117,NB_A301,DEC_RD14,DEC_MED14,P14_RPAPPART,C14_ACTOCC15P_TCOM,C14_MENFAM,C14_FAM,,,,,,,
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_PMEN_CS8,P14_RP_ACH70,C14_ACTOCC15P_TCOM,P14_RP_LOCHLMV,P14_ETUD1564,P14_RP_ACH19,P14_RPMAISON_ACH90,P14_RP_CINDELEC,P14_NSAL15P_EMPLOY,C14_MEN_CS8,C14_MENSFAM,P14_SAL15P_EMPAID,P14_RP_4P,P14_ACTOCC15P_ILT5,P14_RP_ACH45,P14_RPMAISON,P14_NPER_RP_PROP,P14_CHOM2554,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS3,P14_ACTOCC5564,P14_SCOL1114,P14_ACTOCC15P_ILT1,P14_RP_GRAT,C14_PMEN_MENCOUPAENF,P14_POP,P14_RP_M30M2,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH90,P14_SCOL0610,C14_MENHSEUL,P14_RPMAISON_ACH70,P14_SAL15P_INTERIM,P14_RPAPPART,P14_RP_4060M2,P14_NPER_RP_GRAT,P14_ANEM_RP_LOC,P14_NSCOL15P_DIPLMIN,P14_F3044,P14_RP_ACH11,P14_PMEN_ANEM0002,P14_RP_2P,C14_ACTOCC1564_CS6,P14_LOGVAC,C14_POP15P_CS3,P14_SCOL1824,C14_MENFSEUL,P14_POP15P_MARIEE,P14_RPAPPART_ACH11,P14_RP_ACH05,P14_ACTOCC15P_ILT2,C14_ACTOCC1564_CS2,DEC_PBEN14,P14_NSAL15P_INDEP,NB_A403,C14_ACT1564_CS6,C14_MENPSEUL,NB_A501,P14_SCOL1517,P14_POP75P,P14_POP0014,P14_RP_CCIND,P14_MAISON,P14_ANEM_RP_GRAT,C14_ACT1564_CS5,C14_NE24F2,C14_MEN_CS6,C14_PMEN_CS6,P14_RP_6080M2,C14_MEN_CS3,C14_MEN,P14_NBPI_RPMAISON,P14_ANEM_RP,P14_POP1114,P14_RPAPPART_ACH05,P14_RPMAISON_ACH45,P14_NBPI_RP_ANEM0204,P14_SAL15P_CDD,P14_RSECOCC,P14_APPART,P14_RP_1P,P14_PHORMEN,NB_A402,C14_NE24F4P,P14_NBPI_RPAPPART,DEC_PAUT14,C14_ACTOCC15P_DROU,P14_POP0305,NB_E101,NB_A203,NB_B204,DEC_EQ14,P14_ACTOCC15P_ILT4,C14_MENCOUPAENF,P14_SCOL30P,P14_SAL15P_APPR,P14_RP_LOC,P14_NSAL15P,DEC_D114,P14_ACTOCC1524,P14_NBPI_RP_ANEM0002,P14_POPMEN80P,DEC_PPEN14,P14_RPMAISON_ACH05,NB_A406,C14_MENCOUPSENF,P14_POP2529,P14_MEN_ANEM0509,NB_F116,C14_PMEN_MENFAMMONO,NB_D201,DENSITY,P14_RPMAISON_ACH11,DEC_PIMP14,,,,,,,,,,,,,,,,,,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,NB_B301,P14_NPER_RP_LOC,P14_ACTOCC15P_TP,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS2,P14_NSAL15P_INDEP,NB_A402,P14_AINACT1564,P14_RP_M30M2,P14_POP1524_PSEUL,P14_RP_4060M2,P14_CHOM1564,NB_A405,NB_A505,P14_SAL15P_EMPAID,DEC_D114,NB_E101,C14_ACTOCC1564_CS2,P14_RPMAISON_ACH11,C14_ACTOCC1564_CS6,C14_ACT1564_CS2,P14_NSCOL15P_SUP,NB_B302,NB_A504,P14_RP_ACH45,P14_RPMAISON_ACH19,C14_ACTOCC15P_TCOM,P14_NSAL15P,DEC_PCHO14,P14_POP6579,P14_ACTOCC15P_ILT2,P14_POP_IMM,NB_A401,C14_ACTOCC15P_DROU,NB_D243,NB_B202,NB_A403,C14_PMEN_MENSFAM,NB_D221,NB_D233,NB_D208,C14_ACTOCC15P_MAR,P14_RP_2P,P14_POP_ETR,P14_RPMAISON_ACH70,P14_ACTOCC1524,P14_RP_ACH05,P14_INACT1564,P14_RP_80100M2,P14_NPER_RP_GRAT,C14_ACT1564_CS6,NB_D201,P14_ACT5564,P14_RPAPPART_ACH90,C14_NE24F1,P14_PMEN_ANEM0509,P14_RPMAISON_ACH05,P14_POP15P_MARIEE,DEC_S80S2014,NB_A404,P14_POP0002,P14_RPAPPART_ACH70,NB_B308,P14_ACTOCC15P_ILT1,P14_POPMEN1524,P14_RPMAISON_ACH90,C14_PMEN_CS3,P14_ACT1524,NB_F113,DEC_RD14,P14_POP1517,P14_RP_CCIND,C14_POP15P_CS7,P14_LOGVAC,NB_B303,P14_RPAPPART,P14_CHOM5564,P14_ACTOCC15P_ILT5,C14_MEN_CS3,NB_B311,P14_RSECOCC,C14_POP15P_CS3,P14_RPMAISON_ACH45,P14_MEN_ANEM10P,P14_RP_GRAT,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT3,P14_PHORMEN,C14_MENSFAM,P14_SCOL30P,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH05,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,P14_RP_ACH90,C14_NE24F3,P14_RP_100120M2,P14_ACTOCC15P_ILT4,P14_NBPI_RPAPPART,C14_FAMMONO,C14_NE24F4P,P14_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,P14_SAL15P_APPR,P14_POP0610,C14_PMEN_CS6,C14_NE24F2,NB_A501,C14_PMEN_CS8,P14_MEN_ANEM0002,P14_RP_3040M2,C14_PMEN_CS5,C14_MENCOUPAENF,P14_POP15P,C14_ACTOCC1564_CS4,NB_B204,C14_POP15P_CS6,P14_SCOL1517,C14_PMEN_MENFAMMONO,C14_MEN_CS2,P14_RP_CINDELEC,C14_MENPSEUL,P14_SCOL0610,P14_POP5564,P14_CHOM1524,P14_ETUD1564,P14_PMEN_ANEM0002,NB_D232,P14_RPAPPART_ACH45,P14_POP1117,P14_F1529,,,,,,,,,,
+0,C14_PMEN_MENCOUPSENF,P14_RP_5PP,P14_RPAPPART_ACHTOT,P14_RP_3040M2,P14_RP_PROP,C14_PMEN_CS7,DEC_PTSA14,C14_ACTOCC1564_CS1,C14_ACT1564_CS6,P14_RP_VOIT2P,NB_A503,P14_POP1517,P14_POP0305,P14_ANEM_RP_PROP,NB_A507,P14_ACTOCC15P_ILT1,DEC_MED14,P14_POP75P,DEC_RD14,P14_NPER_RP_GRAT,P14_POPMEN80P,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_B303,NB_B203,P14_CHOM1564,C509,C14_PMEN_CS2,P14_RPAPPART,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_RP_4P,DEC_D714,DEC_D414,DEC_D914,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,NB_D239,P14_NPER_RP_PROP,P14_POP6579,NB_F111,P14_ANEM_RP_GRAT,NB_B202,C14_MEN_CS7,NB_B102,NB_B201,DEC_TP6014,P14_RPAPPART_ACH19,C14_POP15P_CS2,NB_A403,P14_SCOL1517,P14_RP_LOC,P14_POP1524_PSEUL,P14_PMEN_ANEM0509,NB_B304,P14_LOGVAC,C14_MENCOUPAENF,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,C14_PMEN_MENFAMMONO,P14_ANEM_RP,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_MEN_CS1,C14_PMEN_CS5,NB_D213,P14_SCOL1114,DEC_PCHO14,C14_PMEN_MENSFAM,DENSITY,P14_POP2529,P14_POP0002,P14_RPAPPART_ACH11,P14_RP_1P,P14_F1529,P14_NBPI_RP_ANEM0509,NB_B204,C503,P14_NSCOL15P_CAPBEP,C14_ACT1564_CS1,P14_POP5564,P14_ANEM_RP_LOCHLMV,P14_POP65P,P14_RPAPPART_ACH70,P14_RPMAISON_ACHTOT,P14_RP_120M2P,P14_RP_3P,NB_D233,P14_F3044,DEC_Q114,DEC_D614,P14_MEN_ANEM0509,NB_D602,P14_RP_CINDELEC,P14_APPART,C14_POP15P_CS1,P14_SCOL2529,P14_ACTOCC15P_ILT3,P14_POP0014,P14_RPMAISON,C14_ACTOCC1564_CS4,NB_B301,NB_G101,P14_ACTOCC1564,P14_RP_ACH90,C14_PMEN_CS1,DEC_D214,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,C14_POP15P_CS3,P14_NBPI_RPMAISON,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,NB_B309,NB_A406,NB_D404,C14_PMEN,NB_E101,DEC_D314,C14_MEN_CS8,DEC_D814,P14_POP0205,P14_SCOL0610,P14_MAISON,P14_RP_CCCOLL,NB_A504,C14_ACTOCC15P_DROU,P14_RPAPPART_ACH90,P14_POP_ETR,C14_PMEN_MENFAM,P14_RP_GRAT,NB_D240,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RP_2P,P14_RP_M30M2,P14_POP80P,C14_MENCOUPSENF,C14_PMEN_CS8,NB_A502,P14_RETR1564,C14_ACTOCC15P_PAS,C14_NE24F0,P14_ANEM_RP_LOC,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,
+1,P14_RP_3040M2,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_SAL15P_EMPAID,P14_RP_VOIT2P,P14_ACTOCC15P_TP,DEC_GI14,P14_POP0305,NB_A507,NB_A303,C14_ACTOCC1564_CS2,C14_FAMMONO,DEC_RD14,P14_NPER_RP_GRAT,C14_NE24F1,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_A404,C509,DEC_PPEN14,C14_PMEN_CS3,P14_RP_LOCHLMV,NB_B101,C14_MEN_CS6,DEC_D114,P14_CHOM2554,DEC_D714,P14_RP_4P,NB_D202,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,P14_NPER_RP_LOCHLMV,P14_NPER_RP_PROP,P14_POP,NB_F111,P14_ANEM_RP_GRAT,C14_MEN_CS7,NB_D601,DEC_TP6014,P14_RPAPPART_ACH19,C14_POP15P_CS2,C14_MEN_CS3,NB_A403,P14_SCOL1517,P14_POP1524_PSEUL,NB_A405,P14_PMEN_ANEM0509,C14_MENCOUPAENF,NB_A115,P14_ACTOCC5564,P14_POP1117,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,C601,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_SCOL1114,P14_SAL15P_CDI,NB_D213,DEC_PCHO14,P14_RPAPPART_ACH11,DENSITY,P14_POP4559,P14_POP0002,C14_MENFAMMONO,C702,P14_ACTOCC15P_ILT2,NB_A501,P14_RPAPPART_ACH45,P14_RP_1P,P14_NBPI_RP_ANEM0509,C503,C14_NE24F3,NB_A506,C14_ACT1564_CS1,NB_A203,P14_ANEM_RP_LOCHLMV,P14_ETUD1564,P14_POP65P,C14_ACT1564_CS5,P14_RPAPPART_ACH70,P14_CHOM1524,NB_D233,P14_RPMAISON_ACHTOT,P14_RP_120M2P,DEC_D614,C14_MEN_CS2,P14_POP4054,P14_POP_IMM,P14_MEN_ANEM10P,P14_APPART,C14_POP15P_CS1,P14_SCOL2529,C14_POP15P_CS6,C14_MENFSEUL,P14_POP0014,P14_RPMAISON,NB_A206,P14_PHORMEN,P14_RPMAISON_ACH11,NB_F121,NB_F114,P14_ACTOCC1564,P14_RP_ACH90,C14_PMEN_CS1,DEC_D214,P14_AINACT1564,P14_RPMAISON_ACH19,C14_POP15P_CS3,P14_RP_ACH45,P14_NBPI_RPMAISON,NB_B206,P14_RPMAISON_ACH70,NB_D404,P14_POP15P,C14_ACT1564_CS2,NB_D210,C14_MEN_CS8,DEC_D314,P14_POP0205,P14_SCOL0610,NB_B308,P14_MAISON,P14_RP_CCCOLL,C14_MENPSEUL,NB_A504,NB_A301,NB_B313,P14_RPAPPART_ACH90,P14_POP_ETR,P14_POP1529,C14_COUPAENF,P14_RP_80100M2,NB_D243,C14_PMEN_CS6,C14_MENCOUPSENF,C14_PMEN_CS8,NB_D709,C14_ACTOCC15P_PAS,NB_A401,NB_D201,P14_RP_VOIT1P,C14_PMEN_CS4,NB_A505,C14_ACTOCC15P_VOIT,NB_B103,P14_CHOM5564,P14_ACTOCC15P_ILT4,C101,P14_ACT1524,NB_F116,C14_ACTOCC15P_MAR
+2,P14_RPAPPART_ACHTOT,NB_G104,P14_RP_3040M2,P14_SAL15P_INTERIM,DEC_PTSA14,NB_B307,P14_SAL15P_CDD,C14_ACTOCC1564_CS3,C14_ACT1564_CS6,P14_RP_VOIT2P,P14_POP0305,P14_ACTOCC15P_ILT1,C14_ACTOCC1564_CS2,C14_FAMMONO,C302,P14_NPER_RP_GRAT,P14_POP1114,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_B303,NB_A404,DEC_PPEN14,C509,C14_MENSFAM,P14_RPAPPART,P14_RP_LOCHLMV,NB_B101,DEC_D114,C14_PMEN_MENCOUPAENF,C14_ACTOCC15P_MAR,DEC_D714,NB_D237,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,NB_D209,P14_RPMAISON_ACH05,P14_POP15P_MARIEE,NB_F111,P14_POP,NB_F103,P14_ANEM_RP_GRAT,NB_B202,C14_MEN_CS7,P14_ACT5564,NB_D601,P14_NSCOL15P_BAC,NB_B201,C14_MEN,C14_POP15P_CS2,C14_MEN_CS3,P14_NSCOL15P,P14_SCOL1517,P14_POP1524_PSEUL,NB_A405,P14_PMEN_ANEM0509,P14_RP_100120M2,P14_NBPI_RPAPPART,C14_POP15P_CS5,P14_ANEM_RP,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,C601,P14_RP_ACH70,P14_RPMAISON_ACH45,P14_RP_ACH19,C14_MEN_CS1,C14_PMEN_CS5,NB_F120,NB_D221,P14_SCOL1114,NB_D213,DEC_PCHO14,C14_PMEN_MENSFAM,P14_RP_6080M2,P14_RPAPPART_ACH11,DENSITY,P14_NSAL15P_AIDFAM,NB_A501,P14_RP_1P,NB_B310,NB_B204,C14_NE24F3,P14_NSCOL15P_CAPBEP,NB_D231,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_POPMEN15P,NB_F107,NB_D233,P14_RP_120M2P,NB_B302,DEC_D614,P14_POP_IMM,NB_F303,C14_POP15P_CS1,P14_SCOL2529,C14_ACTOCC15P_TCOM,NB_A121,P14_RP_SDB,P14_ACTOCC15P_ILT3,NB_F304,NB_A402,P14_PHORMEN,P14_RPMAISON_ACH11,C201,NB_F114,P14_ACTOCC1564,P14_RP_ACH90,NB_D238,DEC_D214,P14_AINACT1564,P14_RP_ACH45,P14_RPMAISON_ACH70,NB_F112,NB_A406,P14_POP15P,C14_PMEN,NB_D210,DEC_PIMP14,DEC_D314,P14_POP0205,P14_SCOL0610,P14_RP_CCCOLL,NB_A504,DEC_PBEN14,C14_ACTOCC15P_DROU,NB_A301,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_POP_ETR,C14_PMEN_MENFAM,P14_RP_GRAT,NB_D240,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RP_2P,NB_D243,C14_PMEN_CS6,NB_F117,C14_MENCOUPSENF,P14_RETR1564,C14_ACTOCC15P_PAS,NB_D201,NB_D232,NB_A401,NB_B103,P14_CHOM5564,C101,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,NB_F116,NB_D605,,,,
+3,C14_ACT1564_CS4,P14_RP_5PP,P14_SCOL0205,NB_G104,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_RP_VOIT2P,P14_POP0305,P14_ACTOCC15P_ILT1,P14_INACT1564,DEC_RD14,DEC_MED14,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,NB_B203,P14_NSCOL15P_DIPLMIN,C509,C14_PMEN_CS2,C14_MENSFAM,P14_RPAPPART,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_RP_4P,DEC_D714,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,NB_D239,P14_POP15P_MARIEE,P14_NPER_RP_PROP,NB_F111,C14_ACTOCC1564_CS5,NB_D703,C14_FAM,P14_POP1564,C14_MEN_CS7,NB_D601,NB_B201,P14_RPAPPART_ACH19,C14_MEN,C14_MEN_CS3,P14_NSCOL15P,P14_SCOL1517,P14_POP1524_PSEUL,P14_PMEN_ANEM0509,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,C14_POP15P_CS5,C14_PMEN_MENFAMMONO,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RP_ACH70,P14_RP_ACH19,C14_MEN_CS1,C14_PMEN_CS5,P14_SCOL1114,NB_D213,P14_SAL15P_CDI,DEC_PCHO14,P14_RP_6080M2,DENSITY,C14_PMEN_MENSFAM,P14_NSAL15P_AIDFAM,C14_POP15P,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH45,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0509,NB_B204,C14_MENFAM,NB_D236,P14_NSCOL15P_CAPBEP,NB_A203,C14_ACT1564_CS1,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_POPMEN15P,NB_D233,P14_RP_120M2P,P14_F3044,P14_RPMAISON_ACHTOT,NB_B302,DEC_Q114,P14_POP2539,P14_MEN_ANEM0509,P14_NSAL15P,DEC_D614,P14_POP_IMM,P14_APPART,C14_POP15P_CS1,P14_SCOL2529,P14_RP_SDB,P14_POP0014,P14_RPMAISON,NB_G101,NB_F114,P14_ACTOCC1564,DEC_D214,C14_PMEN_CS1,P14_RP_ACH90,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,P14_NBPI_RPMAISON,P14_RPMAISON_ACH70,C14_NE24F2,NB_A406,NB_E101,DEC_PIMP14,DEC_D314,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,NB_B308,C502,NB_A504,NB_A301,P14_POPMEN2554,P14_SAL15P_APPR,P14_POP_ETR,C14_PMEN_MENFAM,P14_RP_GRAT,C14_COUPAENF,P14_RP_2P,P14_RP_80100M2,NB_D243,P14_RP_M30M2,C14_PMEN_CS6,NB_F117,C14_MENCOUPSENF,NB_D709,P14_RETR1564,C14_ACTOCC15P_PAS,NB_A401,NB_D201,P14_RP_VOIT1P,NB_A505,C14_ACTOCC15P_VOIT,C14_ACTOCC1564_CS6,P14_CHOM5564,C409,C14_MEN_CS4,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_ACT1524,NB_F116,C14_ACTOCC15P_MAR,,,,,,,
+4,DEC_PAUT14,P14_RPAPPART_ACHTOT,P14_RP_3040M2,P14_SAL15P_INTERIM,P14_RP_ACH05,P14_SAL15P_CDD,C14_ACTOCC1564_CS3,C14_ACT1564_CS6,P14_POP0305,P14_ACTOCC15P_ILT1,C14_ACTOCC1564_CS2,P14_POP75P,P14_NPER_RP_GRAT,P14_MEN_ANEM0002,P14_POP1114,P14_POPMEN80P,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,DEC_PPEN14,C14_MENSFAM,C14_PMEN_CS3,P14_RP_LOCHLMV,P14_RPAPPART,C14_MEN_CS6,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_RP_4P,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,P14_POP15P_MARIEE,P14_NPER_RP_PROP,P14_RPMAISON_ACH05,P14_POP,P14_ANEM_RP_GRAT,P14_RPAPPART_ACH19,C14_MEN_CS3,C14_MEN,NB_A403,P14_SCOL1517,P14_POP1524_PSEUL,P14_RP_LOC,P14_LOGVAC,C14_MENCOUPAENF,P14_ACTOCC5564,P14_NBPI_RPAPPART,C14_PMEN_MENFAMMONO,P14_ANEM_RP,P14_RPAPPART_ACH05,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RPMAISON_ACH45,P14_SCOL1114,C14_PMEN_MENSFAM,P14_RPAPPART_ACH11,P14_RP_6080M2,P14_POP2529,DENSITY,P14_ACTOCC15P_ILT2,NB_A501,P14_RPAPPART_ACH45,P14_RP_1P,P14_NBPI_RP_ANEM0002,NB_B204,C14_NE24F3,NB_A203,P14_ETUD1564,P14_ANEM_RP_LOCHLMV,C14_ACT1564_CS5,P14_RPAPPART_ACH70,P14_ACTOCC1524,P14_CHOM1524,P14_RP_120M2P,P14_F3044,P14_NSAL15P,P14_MEN_ANEM0509,P14_POP_IMM,P14_RP_CINDELEC,P14_APPART,P14_SCOL2529,C14_MENFSEUL,P14_ACTOCC15P_ILT3,P14_POP0014,P14_RPMAISON,C14_MENHSEUL,NB_A402,P14_PHORMEN,P14_RPMAISON_ACH11,P14_RP_CCIND,P14_NBPI_RP_ANEM0204,C14_POP15P_CS3,P14_RP_ACH45,P14_NBPI_RPMAISON,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,P14_SCOL1824,C14_NE24F2,NB_A406,NB_E101,DEC_PIMP14,C14_MEN_CS8,P14_SCOL0610,P14_MAISON,P14_RP_CCCOLL,P14_PMEN_ANEM0002,C14_MENPSEUL,NB_A504,DEC_PBEN14,C14_ACTOCC15P_DROU,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_POP_ETR,P14_RP_GRAT,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RP_2P,P14_RP_M30M2,C14_PMEN_CS6,C14_MENCOUPSENF,C14_PMEN_CS8,NB_D201,P14_NSAL15P_INDEP,C14_ACTOCC1564_CS6,P14_CHOM5564,P14_ANEM_RP_LOC,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,NB_F116,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,,,,,,,,,,,,
+5,DEC_PAUT14,P14_RPAPPART_ACHTOT,P14_RP_3040M2,P14_SAL15P_INTERIM,P14_RP_ACH05,C14_ACTOCC1564_CS3,C14_ACT1564_CS6,P14_ACTOCC15P_TP,NB_A503,P14_POP1517,P14_POP0305,P14_ACTOCC15P_ILT1,P14_INACT1564,C14_ACTOCC1564_CS2,DEC_RD14,C14_FAMMONO,P14_NPER_RP_GRAT,C14_NE24F1,P14_MEN_ANEM0002,P14_RSECOCC,DEC_S80S2014,NB_A404,NB_B303,C14_PMEN_CS2,P14_CHOM1564,C14_MENSFAM,C14_PMEN_CS3,P14_RPAPPART,P14_RP_LOCHLMV,C14_MEN_CS6,DEC_D114,NB_F113,P14_RP_4060M2,P14_ACT1524,P14_POP0610,P14_RPMAISON_ACH90,C14_NE24F4P,P14_RPMAISON_ACH05,P14_POP6579,P14_POP15P_MARIEE,P14_POP,P14_ANEM_RP_GRAT,NB_B202,P14_ACT5564,P14_RPAPPART_ACH19,C14_MEN_CS3,NB_A403,P14_SCOL1517,P14_POP1524_PSEUL,NB_A405,P14_PMEN_ANEM0509,P14_LOGVAC,C14_MENCOUPAENF,P14_POP1117,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,C14_PMEN_MENFAMMONO,P14_RPAPPART_ACH05,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_PMEN_CS5,NB_D221,C14_POP15P_CS7,DEC_PCHO14,C14_PMEN_MENSFAM,P14_POP0002,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT2,NB_A501,P14_RPAPPART_ACH45,P14_F1529,P14_NBPI_RP_ANEM0002,NB_B204,C14_NE24F3,NB_D208,P14_POP5564,P14_ANEM_RP_LOCHLMV,P14_ETUD1564,P14_RPAPPART_ACH70,P14_ACTOCC1524,P14_CHOM1524,NB_D233,P14_RP_120M2P,NB_B302,P14_NSAL15P,C14_MEN_CS2,P14_POP_IMM,P14_MEN_ANEM10P,P14_RP_CINDELEC,P14_SCOL2529,C14_POP15P_CS6,P14_ACTOCC15P_ILT3,NB_A402,C14_ACTOCC1564_CS4,NB_B301,P14_PHORMEN,P14_RPMAISON_ACH11,P14_SAL15P_TP,P14_RP_ACH90,P14_AINACT1564,P14_RP_CCIND,P14_RPMAISON_ACH19,P14_RP_ACH45,C14_POP15P_CS3,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,C14_NE24F2,P14_POPMEN1524,P14_POP15P,NB_E101,C14_ACT1564_CS2,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,NB_B308,P14_PMEN_ANEM0002,C14_MENPSEUL,NB_A504,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_POP_ETR,NB_B311,P14_RP_GRAT,P14_ACTOCC15P_ILT5,P14_RP_2P,P14_NSCOL15P_SUP,P14_RP_80100M2,NB_D243,P14_RP_M30M2,C14_PMEN_CS6,C14_PMEN_CS8,NB_D232,NB_A401,NB_D201,NB_A505,P14_NPER_RP_LOC,P14_NSAL15P_INDEP,C14_ACTOCC1564_CS6,P14_CHOM5564,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/primary20.csv b/predihood/generated_files/selected-indicators/primary20.csv
index 7bd8730decddc6d7a0f672c617ae87e96db150ad..34a7ae2dbcf7040921e3bc55e3889ab88bc8ff8c 100644
--- a/predihood/generated_files/selected-indicators/primary20.csv
+++ b/predihood/generated_files/selected-indicators/primary20.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,P14_RP_100120M2,P14_RP_5PP,P14_RPMAISON_ACH45,C14_PMEN_CS1,P14_RP_PROP,NB_D240,C14_ACTOCC15P_MAR,P14_RP_120M2P,NB_A504,,,,,,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,DEC_EQ14,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH19,C14_ACTOCC15P_MAR,DEC_TP6014,C14_PMEN_CS4,P14_NPER_RP_GRAT,P14_RPMAISON_ACH90,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_PTSA14,NB_B103,NB_F116,NB_D231,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_G104,NB_A406,NB_B302,NB_D605,NB_A504,NB_A402,P14_RP_ACH19,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_RPMAISON_ACH90,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PTSA14,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,P14_RSECOCC,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_RP_80100M2,DEC_D314,P14_MEN_ANEM0002,DENSITY,DEC_D114,NB_E101,NB_F116
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,P14_RP_ACH19,C14_MEN_CS8,P14_RP_GRAT,P14_RPAPPART_ACH90,C14_MENSFAM,C14_PMEN_CS8,P14_SAL15P_EMPAID,P14_RSECOCC,P14_APPART,P14_RP_M30M2,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,P14_POP_ETR,NB_D243,P14_RSECOCC,P14_RPMAISON_ACH70,P14_RP_M30M2,C14_PMEN_MENSFAM,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC15P_DROU,P14_MEN_ANEM10P,P14_RP_GRAT,P14_NPER_RP_GRAT,P14_RPAPPART_ACH11,,,,,
+0,C14_PMEN_MENCOUPSENF,P14_RP_5PP,C14_MEN_CS7,DEC_D314,P14_RP_PROP,NB_B201,P14_MAISON,P14_RPMAISON_ACHTOT,P14_RP_120M2P,C14_MENCOUPAENF,P14_ANEM_RP_PROP,NB_A504,P14_RP_100120M2,P14_NBPI_RP_ANEM10P,P14_RPMAISON,NB_D240,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_COUPAENF,C14_MENCOUPSENF,DEC_D114,C14_PMEN_CS1,P14_RPMAISON_ACH19,P14_RPMAISON_ACH90,P14_NBPI_RPMAISON,P14_RPMAISON_ACH70,P14_NPER_RP_PROP,P14_NBPI_RP_ANEM0509,C14_ACTOCC15P_MAR,,,,,,,,,
+1,P14_ANEM_RP_GRAT,P14_RP_3040M2,DEC_TP6014,P14_RPAPPART_ACH19,P14_POP0205,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_CHOM1524,NB_D233,DEC_D614,P14_POP0305,P14_POP_IMM,C14_POP15P_CS1,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NPER_RP_GRAT,P14_POP_ETR,P14_MEN_ANEM0002,P14_RP_ACH19,C14_COUPAENF,DEC_EQ14,P14_SCOL1114,DENSITY,P14_PHORMEN,P14_RP_LOCHLMV,NB_F121,P14_ACTOCC1564,P14_RP_ACH90,C14_PMEN_CS1,P14_ACTOCC15P_ILT2,P14_NPER_RP_PROP,C14_PMEN_CS4,C14_ACTOCC15P_VOIT,P14_RPMAISON_ACH90,P14_RP_1P,P14_NPER_RP_LOCHLMV,P14_ACT1524,C14_ACTOCC15P_MAR
+2,NB_D231,NB_G104,NB_A406,DEC_D314,DEC_PTSA14,NB_F107,P14_NSCOL15P,NB_B302,NB_A504,P14_RPAPPART_ACH90,P14_NPER_RP_GRAT,P14_RP_ACH70,NB_D240,P14_RP_ACH19,C14_COUPAENF,C14_PMEN_CS5,P14_NSCOL15P_DIPLMIN,NB_A402,P14_SCOL1114,NB_D213,DEC_PCHO14,C14_PMEN_CS6,P14_RP_LOCHLMV,C14_MENSFAM,P14_PHORMEN,DEC_D114,P14_RETR1564,P14_RP_ACH90,P14_RP_ACH45,NB_B103,P14_RPMAISON_ACH90,P14_CHOM5564,C14_NE24F4P,P14_POP15P_MARIEE,NB_F116,NB_D605,,
+3,NB_E101,P14_NSCOL15P_CAPBEP,C14_ACT1564_CS1,DEC_PIMP14,DEC_D314,NB_D601,DEC_PTSA14,P14_RPAPPART_ACH19,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,P14_RP_VOIT2P,P14_SCOL1517,P14_MEN_ANEM0509,P14_POP0305,NB_A504,P14_POP_IMM,NB_F111,P14_RP_100120M2,C14_POP15P_CS5,C14_PMEN_MENFAM,P14_MEN_ANEM0002,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,C14_MEN_CS1,P14_RP_80100M2,P14_SCOL1114,NB_D213,DENSITY,DEC_D114,C14_PMEN_CS1,P14_RP_ACH90,C14_ACTOCC15P_VOIT,P14_POP0610,P14_RPMAISON_ACH90,NB_F116,C14_ACTOCC15P_MAR
+4,C14_NE24F3,P14_RP_3040M2,C14_MEN_CS8,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_CCCOLL,P14_POP1524_PSEUL,P14_RP_120M2P,NB_A504,P14_POP_IMM,P14_APPART,P14_SCOL2529,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RP_GRAT,P14_MEN_ANEM0002,P14_RP_ACH19,P14_RSECOCC,P14_RP_M30M2,C14_PMEN_MENSFAM,C14_MENSFAM,C14_PMEN_CS8,P14_RPAPPART_ACH45,P14_NSAL15P_TP,P14_CHOM5564,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,
+5,DEC_PAUT14,P14_ANEM_RP_GRAT,P14_SAL15P_INTERIM,P14_RPAPPART_ACH19,P14_POP0205,P14_RP_120M2P,NB_A503,P14_POP0305,C14_ACT1564_CS3,P14_MEN_ANEM10P,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_SCOL2529,P14_NPER_RP_GRAT,P14_POP_ETR,P14_RP_GRAT,P14_RP_ACH70,P14_RP_ACH19,P14_RSECOCC,P14_RPMAISON_ACH45,NB_D243,P14_RP_M30M2,C14_PMEN_MENSFAM,P14_RPAPPART_ACH11,C14_MEN_CS6,P14_SAL15P_TP,C14_POP15P_CS3,P14_NSAL15P_EMPLOY,P14_NBPI_RP_ANEM0002,P14_RPMAISON_ACH70,P14_NPER_RP_LOCHLMV,P14_POP,,,,,
diff --git a/predihood/generated_files/selected-indicators/primary30.csv b/predihood/generated_files/selected-indicators/primary30.csv
index bd08e08494298a892db0dc7f21cd5625ec95b247..d221bdece5fb04a8f6634e31d7608c658c976af7 100644
--- a/predihood/generated_files/selected-indicators/primary30.csv
+++ b/predihood/generated_files/selected-indicators/primary30.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,C14_PMEN_MENCOUPAENF,P14_SCOL1517,NB_B304,P14_NSAL15P_TP,P14_RP_120M2P,P14_NBPI_RPAPPART,P14_RP_5PP,P14_RP_PROP,P14_POP0205,C14_ACTOCC15P_MAR,P14_RP_100120M2,P14_RPMAISON_ACH45,C14_PMEN_CS1,NB_D240,NB_A504,DEC_D714,P14_RP_ACH45,P14_RP_CCCOLL,DEC_D814,P14_RPAPPART,C14_ACTOCC1564_CS1,DEC_Q114,,,,,,,,,,,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,P14_RP_80100M2,C14_MENPSEUL,DEC_PTSA14,C14_NE24F4P,P14_SCOL1517,NB_A303,P14_POP0610,NB_A401,C14_MENCOUPAENF,DEC_EQ14,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH19,C14_ACTOCC15P_MAR,DEC_TP6014,C14_PMEN_CS4,P14_NPER_RP_GRAT,P14_RPMAISON_ACH90,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1,C14_ACT1564_CS1,NB_D202,P14_RP_120M2P,P14_RPAPPART_ACH45,P14_ACTOCC15P_ILT4,P14_RPAPPART_ACH11,P14_POP1524_PSEUL,P14_CHOM5564,P14_POP0002
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_EQ14,C14_FAMMONO,P14_POP0610,C101,P14_RPAPPART_ACH70,NB_B101,P14_ACTOCC15P_ILT4,NB_B302,C302,DEC_PPEN14,DEC_PTSA14,NB_B103,NB_F116,NB_D231,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_G104,NB_A406,NB_D605,NB_A504,NB_A402,P14_RP_ACH19,P14_RP_CCCOLL,NB_A401,C14_MEN_CS1,C14_NE24F3,NB_B307,NB_D243,NB_F304,,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,DEC_PTSA14,C14_MEN_CS7,P14_RP_ACH70,P14_CHOM5564,P14_POP2539,C14_NE24F4P,P14_F3044,C14_ACTOCC1564_CS3,NB_B203,P14_RPMAISON_ACH90,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,P14_RSECOCC,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_RP_80100M2,DEC_D314,P14_MEN_ANEM0002,DENSITY,DEC_D114,NB_E101,NB_F116,NB_A401,P14_POP_ETR,P14_NPER_RP_PROP,C14_PMEN_CS6,P14_RPAPPART_ACH45,P14_RP_2P,P14_SCOL2529,P14_RPAPPART_ACH05,
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_PMEN_CS8,P14_RP_ACH70,C14_ACTOCC15P_TCOM,P14_RP_LOCHLMV,P14_ETUD1564,P14_RP_ACH19,P14_RPMAISON_ACH90,P14_RP_CINDELEC,C14_MEN_CS8,P14_RP_GRAT,P14_RPAPPART_ACH90,C14_MENSFAM,P14_SAL15P_EMPAID,P14_RSECOCC,P14_APPART,P14_RP_M30M2,P14_RP_1P,P14_PHORMEN,NB_A402,P14_LOGVAC,P14_NPER_RP_GRAT,P14_POP,P14_RP_ACH45,,,,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,NB_B301,P14_NPER_RP_LOC,P14_ACTOCC15P_TP,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS2,P14_NSAL15P_INDEP,NB_A402,P14_AINACT1564,P14_RP_M30M2,P14_POP1524_PSEUL,P14_POP_ETR,NB_D243,P14_RSECOCC,P14_RPMAISON_ACH70,C14_PMEN_MENSFAM,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC15P_DROU,P14_MEN_ANEM10P,P14_RP_GRAT,P14_NPER_RP_GRAT,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT3,P14_CHOM5564,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH70,P14_RPMAISON_ACH11,P14_NSAL15P,P14_PHORMEN,,,,,,,
+0,C14_PMEN_MENCOUPSENF,P14_RP_5PP,C14_MEN_CS7,DEC_D314,P14_RP_PROP,C14_ACTOCC1564_CS1,NB_B201,DEC_D814,P14_POP0205,P14_MAISON,P14_RP_CCCOLL,P14_RPMAISON_ACHTOT,P14_SCOL1517,P14_RP_120M2P,DEC_Q114,NB_B304,C14_MENCOUPAENF,P14_ANEM_RP_PROP,NB_A504,P14_RP_100120M2,P14_NBPI_RPAPPART,P14_NBPI_RP_ANEM10P,P14_RPMAISON,NB_D240,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_COUPAENF,P14_RPAPPART,C14_MENCOUPSENF,DEC_D114,C14_PMEN_MENCOUPAENF,DEC_D714,C14_PMEN_CS1,P14_RPMAISON_ACH19,P14_RP_ACH45,P14_RPMAISON_ACH90,P14_NBPI_RPMAISON,P14_NSAL15P_TP,P14_RPMAISON_ACH70,P14_NPER_RP_PROP,P14_NBPI_RP_ANEM0509,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,
+1,P14_ANEM_RP_GRAT,P14_RP_3040M2,C14_ACT1564_CS1,DEC_PTSA14,DEC_TP6014,P14_RPAPPART_ACH19,P14_POP0205,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_CHOM1524,NB_D233,P14_SCOL1517,P14_RP_120M2P,P14_POP1524_PSEUL,DEC_D614,C14_MENPSEUL,P14_POP0305,C14_MENCOUPAENF,P14_POP_IMM,NB_A303,C14_POP15P_CS1,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NPER_RP_GRAT,P14_POP_ETR,P14_MEN_ANEM0002,P14_RP_ACH19,C14_COUPAENF,DEC_EQ14,P14_RP_80100M2,P14_SCOL1114,P14_RPAPPART_ACH11,DENSITY,P14_PHORMEN,P14_RP_LOCHLMV,NB_F121,P14_POP0002,P14_ACTOCC1564,NB_D202,P14_RP_ACH90,NB_A401,C14_PMEN_CS1,P14_NPER_RP_PROP,P14_ACTOCC15P_ILT2,C14_PMEN_CS4,C14_ACTOCC15P_VOIT,P14_POP0610,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_RP_1P,P14_CHOM5564,C14_NE24F4P,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_ACT1524,C14_ACTOCC15P_MAR
+2,C14_NE24F3,NB_D231,NB_G104,NB_A406,DEC_D314,DEC_PTSA14,NB_B307,P14_RPAPPART_ACH70,NB_F107,P14_NSCOL15P,P14_RP_CCCOLL,NB_B302,NB_A504,C14_FAMMONO,C302,P14_RPAPPART_ACH90,P14_NPER_RP_GRAT,NB_F304,P14_RP_ACH70,NB_D240,P14_RP_ACH19,C14_COUPAENF,C14_MEN_CS1,C14_PMEN_CS5,P14_NSCOL15P_DIPLMIN,DEC_EQ14,NB_A402,DEC_PPEN14,P14_SCOL1114,NB_D213,NB_D243,DEC_PCHO14,C14_PMEN_CS6,P14_RP_LOCHLMV,NB_B101,C14_MENSFAM,DEC_D114,P14_PHORMEN,P14_RETR1564,P14_RP_ACH90,NB_A401,P14_RP_ACH45,P14_POP0610,NB_B103,P14_RPMAISON_ACH90,P14_CHOM5564,C14_NE24F4P,P14_ACTOCC15P_ILT4,C101,P14_POP15P_MARIEE,NB_F116,NB_D605,,,,
+3,NB_E101,P14_NSCOL15P_CAPBEP,C14_MEN_CS7,C14_ACT1564_CS1,DEC_PIMP14,DEC_D314,NB_D601,DEC_PTSA14,P14_RPAPPART_ACH19,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_RP_VOIT2P,P14_SCOL1517,P14_F3044,P14_POP2539,P14_MEN_ANEM0509,P14_POP0305,NB_A504,P14_POP_IMM,NB_F111,P14_RP_100120M2,P14_SCOL2529,C14_POP15P_CS5,P14_POP_ETR,C14_PMEN_MENFAM,P14_RPAPPART_ACH05,P14_RP_ACH70,P14_MEN_ANEM0002,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,P14_RP_2P,C14_MEN_CS1,NB_B203,P14_RP_80100M2,P14_SCOL1114,NB_D213,C14_PMEN_CS6,DENSITY,DEC_D114,C14_PMEN_CS1,P14_RP_ACH90,NB_A401,C14_ACTOCC15P_VOIT,P14_POP0610,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_CHOM5564,C14_NE24F4P,P14_NPER_RP_PROP,NB_F116,P14_NBPI_RP_ANEM0509,C14_ACTOCC15P_MAR,
+4,C14_NE24F3,P14_RP_3040M2,C14_MEN_CS8,P14_ETUD1564,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_CCCOLL,P14_POP1524_PSEUL,P14_RP_120M2P,P14_LOGVAC,NB_A504,P14_POP_IMM,P14_RP_CINDELEC,P14_APPART,P14_SCOL2529,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_NPER_RP_GRAT,P14_RP_GRAT,P14_MEN_ANEM0002,P14_RP_ACH70,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,NB_A402,P14_RP_M30M2,P14_POP,C14_PMEN_MENSFAM,C14_MENSFAM,P14_RP_LOCHLMV,P14_PHORMEN,C14_PMEN_CS8,P14_RP_ACH45,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_RP_1P,P14_NSAL15P_TP,P14_CHOM5564,C14_ACTOCC15P_TCOM,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,,
+5,DEC_PAUT14,P14_ANEM_RP_GRAT,P14_SAL15P_INTERIM,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH19,P14_POP0205,P14_RPAPPART_ACH70,P14_RP_120M2P,NB_A503,P14_ACTOCC15P_TP,P14_POP1524_PSEUL,P14_NSAL15P,P14_POP0305,C14_ACT1564_CS3,P14_MEN_ANEM10P,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_SCOL2529,P14_NPER_RP_GRAT,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RP_GRAT,P14_RP_ACH70,P14_RP_ACH19,P14_RSECOCC,P14_RPMAISON_ACH45,P14_ACTOCC15P_ILT5,NB_A402,C14_PMEN_CS2,P14_RP_M30M2,NB_D243,C14_PMEN_MENSFAM,NB_B301,P14_RPAPPART_ACH11,P14_RPMAISON_ACH11,C14_MEN_CS6,P14_PHORMEN,P14_SAL15P_TP,P14_AINACT1564,C14_POP15P_CS3,P14_NPER_RP_LOC,P14_NSAL15P_INDEP,P14_NSAL15P_EMPLOY,P14_CHOM5564,P14_NBPI_RP_ANEM0002,P14_RPMAISON_ACH70,P14_NPER_RP_LOCHLMV,P14_POP,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/primary40.csv b/predihood/generated_files/selected-indicators/primary40.csv
index 1501768458fd0b25884553d587b118b4cf3bb9c5..3b068b13c5a5debf4eb2e554c03f8727e7f4aa09 100644
--- a/predihood/generated_files/selected-indicators/primary40.csv
+++ b/predihood/generated_files/selected-indicators/primary40.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,C14_PMEN_MENCOUPAENF,P14_SCOL1517,NB_B304,P14_NSAL15P_TP,P14_RP_120M2P,P14_NBPI_RPAPPART,P14_RP_5PP,P14_RP_PROP,P14_POP0205,C14_ACTOCC15P_MAR,P14_POP0610,NB_D213,NB_B202,P14_NSAL15P_EMPLOY,P14_AINACT1564,NB_B204,P14_RP_LOC,P14_LOGVAC,DEC_MED14,P14_RPAPPART,P14_RP_100120M2,P14_RPMAISON_ACH45,C14_PMEN_CS1,NB_D240,NB_A504,DEC_D714,P14_RP_ACH45,P14_RP_CCCOLL,DEC_D814,C14_ACTOCC1564_CS1,DEC_Q114,C14_ACTOCC15P_DROU,P14_PMEN_ANEM10P,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH05,P14_RPAPPART_ACH70,NB_A502,DEC_PCHO14,NB_D239,NB_B309,,,,,,,,,,,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,P14_RP_80100M2,C14_MENPSEUL,DEC_PTSA14,C14_NE24F4P,P14_SCOL1517,NB_A303,P14_POP0610,NB_A401,C14_MENCOUPAENF,DEC_EQ14,P14_NBPI_RPMAISON,C14_ACTOCC15P_MAR,NB_A301,C509,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2,C14_POP15P_CS2,C14_PMEN_CS6,DEC_PCHO14,P14_SCOL2529,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_RPAPPART_ACH19,DEC_TP6014,C14_PMEN_CS4,P14_NPER_RP_GRAT,P14_RPMAISON_ACH90,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1,C14_ACT1564_CS1,NB_D202,P14_RP_120M2P,P14_RPAPPART_ACH45,P14_ACTOCC15P_ILT4,P14_RPAPPART_ACH11,P14_POP1524_PSEUL,P14_CHOM5564,P14_POP0002,NB_A504,P14_RSECOCC,P14_RP_ACH11,C14_MEN_CS8,C14_PMEN_CS3,NB_F116,NB_D601,NB_A203,C702,C14_ACTOCC1564_CS2
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_EQ14,C14_FAMMONO,P14_POP0610,C101,P14_RPAPPART_ACH70,NB_B101,P14_ACTOCC15P_ILT4,NB_B302,C302,DEC_PPEN14,P14_NBPI_RP_ANEM10P,NB_B201,P14_NSAL15P_TP,P14_RP_2P,P14_ACTOCC15P_ILT1,P14_SCOL1517,NB_D231,NB_D201,NB_F103,C509,DEC_PTSA14,NB_B103,NB_F116,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_G104,NB_A406,NB_D605,NB_A504,NB_A402,P14_RP_ACH19,P14_RP_CCCOLL,NB_A401,C14_MEN_CS1,C14_NE24F3,NB_B307,NB_D243,NB_F304,NB_B303,P14_SAL15P_APPR,P14_SCOL2529,C14_POP15P_CS5,NB_F120,P14_RPAPPART_ACHTOT,DEC_PIMP14,P14_RP_3040M2,,,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,DEC_PTSA14,C14_MEN_CS7,P14_RP_ACH70,P14_CHOM5564,P14_POP2539,C14_NE24F4P,P14_F3044,C14_ACTOCC1564_CS3,NB_B203,DENSITY,NB_A203,P14_POPMEN2554,NB_E101,NB_G104,DEC_EQ14,C14_PMEN_CS6,P14_NPER_RP_PROP,P14_NBPI_RPMAISON,C14_MENCOUPSENF,P14_RPMAISON_ACH90,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,P14_RSECOCC,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_RP_80100M2,DEC_D314,P14_MEN_ANEM0002,DEC_D114,NB_F116,NB_A401,P14_POP_ETR,P14_RPAPPART_ACH45,P14_RP_2P,P14_SCOL2529,P14_RPAPPART_ACH05,NB_B302,P14_NSAL15P_AIDFAM,C14_MENSFAM,P14_APPART,P14_POP0014,DEC_Q114,P14_NPER_RP_LOCHLMV,,,,,,
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_PMEN_CS8,P14_RP_ACH70,C14_ACTOCC15P_TCOM,P14_RP_LOCHLMV,P14_ETUD1564,P14_RP_ACH19,P14_RPMAISON_ACH90,P14_RP_CINDELEC,P14_NSAL15P_EMPLOY,C14_MEN_CS8,C14_MENSFAM,P14_SAL15P_EMPAID,P14_RP_4P,P14_ACTOCC15P_ILT5,P14_RP_ACH45,P14_RPMAISON,P14_NPER_RP_PROP,P14_CHOM2554,P14_RP_GRAT,P14_RPAPPART_ACH90,P14_RSECOCC,P14_APPART,P14_RP_M30M2,P14_RP_1P,P14_PHORMEN,NB_A402,P14_LOGVAC,P14_NPER_RP_GRAT,P14_POP,P14_ANEM_RP_LOC,C14_NE24F4P,P14_NBPI_RPAPPART,P14_RPAPPART_ACHTOT,DEC_PAUT14,C14_ACTOCC15P_DROU,P14_RPAPPART_ACH05,P14_SCOL0610,,,,,,,,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,NB_B301,P14_NPER_RP_LOC,P14_ACTOCC15P_TP,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS2,P14_NSAL15P_INDEP,NB_A402,P14_AINACT1564,P14_RP_M30M2,P14_POP1524_PSEUL,P14_RP_4060M2,P14_CHOM1564,NB_A405,NB_A505,P14_SAL15P_EMPAID,DEC_D114,NB_E101,C14_ACTOCC1564_CS2,P14_RPMAISON_ACH11,C14_ACTOCC1564_CS6,P14_POP_ETR,NB_D243,P14_RSECOCC,P14_RPMAISON_ACH70,C14_PMEN_MENSFAM,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC15P_DROU,P14_MEN_ANEM10P,P14_RP_GRAT,P14_NPER_RP_GRAT,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT3,P14_CHOM5564,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH70,P14_NSAL15P,P14_PHORMEN,C14_MENSFAM,NB_A504,P14_SCOL30P,NB_B302,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH05,P14_RPAPPART_ACHTOT,P14_POP_IMM,,,,,,,,
+0,NB_B204,C14_PMEN_MENCOUPSENF,P14_RP_5PP,NB_B202,C14_MEN_CS7,DEC_D314,P14_RP_PROP,C14_ACTOCC1564_CS1,NB_B201,DEC_D814,P14_POP0205,P14_RPAPPART_ACH70,P14_MAISON,P14_RP_CCCOLL,P14_RPMAISON_ACHTOT,P14_SCOL1517,P14_RP_120M2P,P14_RP_LOC,DEC_Q114,NB_B304,P14_LOGVAC,C14_MENCOUPAENF,P14_ANEM_RP_PROP,NB_A504,C14_ACTOCC15P_DROU,P14_RP_100120M2,DEC_MED14,P14_NBPI_RPAPPART,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RPMAISON,NB_D240,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_COUPAENF,P14_ACTOCC15P_ILT5,NB_D213,DEC_PCHO14,P14_RPAPPART,C14_MENCOUPSENF,DEC_D114,NB_B309,C14_PMEN_MENCOUPAENF,DEC_D714,NB_A502,C14_PMEN_CS1,P14_AINACT1564,P14_RPMAISON_ACH19,P14_POP0610,P14_RP_ACH45,P14_RPMAISON_ACH90,P14_NBPI_RPMAISON,P14_NSAL15P_TP,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,NB_D239,P14_NPER_RP_PROP,P14_NBPI_RP_ANEM0509,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,
+1,P14_ANEM_RP_GRAT,P14_RP_3040M2,C14_ACT1564_CS1,NB_A203,C14_MEN_CS8,NB_D601,DEC_PTSA14,DEC_TP6014,P14_RPAPPART_ACH19,P14_POP0205,P14_SCOL0610,C14_ACTOCC1564_CS3,C14_POP15P_CS2,P14_CHOM1524,NB_D233,P14_SCOL1517,P14_RP_120M2P,P14_POP1524_PSEUL,DEC_D614,C14_MENPSEUL,P14_POP0305,C14_MENCOUPAENF,NB_A504,P14_POP_IMM,NB_A301,NB_A303,C14_POP15P_CS1,P14_RP_100120M2,P14_SCOL2529,C14_ACTOCC1564_CS2,P14_PMEN_ANEM10P,P14_NPER_RP_GRAT,P14_POP_ETR,P14_MEN_ANEM0002,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,DEC_EQ14,P14_RP_80100M2,C509,P14_SCOL1114,P14_SAL15P_CDI,DEC_PCHO14,C14_PMEN_CS6,DENSITY,P14_PHORMEN,P14_RP_LOCHLMV,NB_F121,P14_RPAPPART_ACH11,P14_POP0002,C14_PMEN_CS3,C702,P14_ACTOCC1564,NB_D202,P14_RP_ACH90,NB_A401,P14_ACTOCC15P_ILT2,P14_NPER_RP_PROP,C14_PMEN_CS1,C14_PMEN_CS4,C14_ACTOCC15P_VOIT,P14_POP0610,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_RP_1P,P14_NBPI_RPMAISON,P14_RP_ACH11,P14_CHOM5564,C14_NE24F4P,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_ACT1524,NB_F116,C14_ACTOCC15P_MAR
+2,C14_NE24F3,NB_F103,NB_D243,NB_D231,NB_G104,P14_RPAPPART_ACHTOT,NB_A406,DEC_PIMP14,P14_RP_3040M2,DEC_D314,DEC_PTSA14,NB_B201,NB_B307,P14_RPAPPART_ACH70,NB_F107,P14_NSCOL15P,P14_RP_CCCOLL,P14_SCOL1517,NB_B302,NB_A504,P14_ACTOCC15P_ILT1,P14_SCOL2529,C14_FAMMONO,C302,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_NPER_RP_GRAT,C14_POP15P_CS5,P14_NBPI_RP_ANEM10P,NB_F304,P14_RP_ACH70,NB_D240,P14_RP_ACH19,C14_COUPAENF,P14_RP_2P,C14_MEN_CS1,C14_PMEN_CS5,P14_NSCOL15P_DIPLMIN,DEC_EQ14,NB_B303,NB_A402,DEC_PPEN14,P14_SCOL1114,NB_D213,C509,DEC_PCHO14,C14_PMEN_CS6,P14_RP_LOCHLMV,NB_B101,C14_MENSFAM,DEC_D114,P14_PHORMEN,P14_RETR1564,P14_RP_ACH90,NB_D201,NB_A401,P14_RP_ACH45,P14_POP0610,NB_B103,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_CHOM5564,C14_NE24F4P,NB_F120,P14_ACTOCC15P_ILT4,C101,P14_POP15P_MARIEE,NB_F116,NB_D605,,,,,
+3,NB_E101,P14_NSCOL15P_CAPBEP,C14_MEN_CS7,NB_A203,NB_G104,DEC_PIMP14,C14_ACT1564_CS1,DEC_D314,NB_D601,DEC_PTSA14,P14_RPAPPART_ACH19,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_RP_VOIT2P,P14_SCOL1517,P14_F3044,NB_B302,DEC_Q114,P14_POP2539,P14_MEN_ANEM0509,P14_POP0305,NB_A504,P14_POP_IMM,NB_F111,P14_APPART,P14_POPMEN2554,P14_RP_100120M2,P14_SCOL2529,C14_POP15P_CS5,P14_POP_ETR,P14_POP0014,C14_PMEN_MENFAM,P14_RPAPPART_ACH05,P14_RP_ACH70,P14_MEN_ANEM0002,P14_RP_ACH19,P14_RSECOCC,C14_COUPAENF,P14_RP_2P,C14_MEN_CS1,DEC_EQ14,NB_B203,P14_RP_80100M2,P14_SCOL1114,NB_D213,C14_MENSFAM,C14_PMEN_CS6,DENSITY,C14_MENCOUPSENF,DEC_D114,P14_NSAL15P_AIDFAM,C14_PMEN_CS1,P14_RP_ACH90,NB_A401,C14_ACTOCC15P_VOIT,P14_POP0610,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_NBPI_RPMAISON,P14_CHOM5564,C14_NE24F4P,P14_NPER_RP_LOCHLMV,P14_NPER_RP_PROP,NB_F116,P14_NBPI_RP_ANEM0509,C14_ACTOCC15P_MAR,,,,,,
+4,DEC_PAUT14,C14_NE24F3,P14_RPAPPART_ACHTOT,P14_RP_3040M2,C14_MEN_CS8,P14_ETUD1564,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_CCCOLL,P14_POP1524_PSEUL,P14_RP_120M2P,P14_LOGVAC,NB_A504,P14_POP_IMM,P14_RP_CINDELEC,P14_APPART,C14_ACTOCC15P_DROU,P14_SCOL2529,P14_NBPI_RPAPPART,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_NPER_RP_GRAT,P14_RPAPPART_ACH05,P14_RP_GRAT,P14_RPMAISON,P14_MEN_ANEM0002,P14_RP_ACH70,P14_RP_ACH19,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RSECOCC,NB_A402,P14_RP_M30M2,P14_POP,C14_PMEN_MENSFAM,C14_MENSFAM,P14_RP_LOCHLMV,P14_PHORMEN,C14_PMEN_CS8,P14_CHOM2554,P14_RP_4P,P14_NPER_RP_PROP,P14_RP_ACH45,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_RP_1P,P14_NSAL15P_TP,P14_NSAL15P_EMPLOY,P14_CHOM5564,P14_ANEM_RP_LOC,C14_NE24F4P,C14_ACTOCC15P_TCOM,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,,
+5,DEC_PAUT14,P14_ANEM_RP_GRAT,NB_E101,P14_RPAPPART_ACHTOT,P14_SAL15P_INTERIM,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH19,P14_POP0205,P14_RPAPPART_ACH70,C14_ACTOCC1564_CS3,P14_RP_120M2P,NB_A503,P14_ACTOCC15P_TP,P14_POP1524_PSEUL,NB_A405,NB_B302,P14_NSAL15P,P14_POP0305,NB_A504,C14_ACT1564_CS3,P14_MEN_ANEM10P,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_POP_IMM,P14_SCOL2529,C14_ACTOCC1564_CS2,P14_NPER_RP_GRAT,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_RPAPPART_ACH05,P14_RP_GRAT,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RSECOCC,P14_RPMAISON_ACH45,P14_ACTOCC15P_ILT5,NB_A402,C14_PMEN_CS2,P14_RP_M30M2,P14_CHOM1564,NB_D243,C14_PMEN_MENSFAM,NB_B301,P14_RPAPPART_ACH11,P14_RPMAISON_ACH11,C14_MEN_CS6,DEC_D114,P14_PHORMEN,P14_RP_4060M2,C14_MENSFAM,P14_SAL15P_TP,P14_AINACT1564,NB_A505,C14_POP15P_CS3,P14_NPER_RP_LOC,P14_NSAL15P_INDEP,P14_NSAL15P_EMPLOY,C14_ACTOCC1564_CS6,P14_NBPI_RP_ANEM0002,P14_RPMAISON_ACH70,P14_CHOM5564,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,P14_POP,,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/primary50.csv b/predihood/generated_files/selected-indicators/primary50.csv
index 46704446eadb4d6e44a584170986f0711f825073..aa41ee5e698c61d32e6082d4d537cf3ab90b65db 100644
--- a/predihood/generated_files/selected-indicators/primary50.csv
+++ b/predihood/generated_files/selected-indicators/primary50.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,C14_PMEN_MENCOUPAENF,P14_SCOL1517,NB_B304,P14_NSAL15P_TP,P14_RP_120M2P,P14_NBPI_RPAPPART,P14_RP_5PP,P14_RP_PROP,P14_POP0205,C14_ACTOCC15P_MAR,P14_POP0610,NB_D213,NB_B202,P14_NSAL15P_EMPLOY,P14_AINACT1564,NB_B204,P14_RP_LOC,P14_LOGVAC,DEC_MED14,P14_RPAPPART,P14_POP0014,P14_CHOM1564,NB_A403,P14_SCOL1114,DEC_PCHO14,P14_PMEN_ANEM10P,C14_NE24F0,P14_ACTOCC1564,DEC_PTSA14,P14_RP_GRAT,P14_RP_100120M2,P14_RPMAISON_ACH45,C14_PMEN_CS1,NB_D240,NB_A504,DEC_D714,P14_RP_ACH45,P14_RP_CCCOLL,DEC_D814,C14_ACTOCC1564_CS1,DEC_Q114,C14_ACTOCC15P_DROU,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH05,P14_RPAPPART_ACH70,NB_A502,NB_D239,NB_B309,C14_ACT1564_CS3,C14_MEN_CS1,P14_NPER_RP_GRAT,P14_ACTOCC15P_ILT4,P14_POP0002,NB_D602,P14_RP_VOIT2P,C14_ACT1564_CS1,P14_ANEM_RP_GRAT,C14_ACTOCC15P_TCOM,,,,,,,,,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,P14_RP_80100M2,C14_MENPSEUL,DEC_PTSA14,C14_NE24F4P,P14_SCOL1517,NB_A303,P14_POP0610,NB_A401,C14_MENCOUPAENF,DEC_EQ14,P14_NBPI_RPMAISON,C14_ACTOCC15P_MAR,NB_A301,C509,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2,C14_POP15P_CS2,C14_PMEN_CS6,DEC_PCHO14,P14_SCOL2529,DEC_D114,P14_RPMAISON_ACH70,P14_RPMAISON_ACHTOT,NB_A507,P14_NSCOL15P_DIPLMIN,P14_RPMAISON_ACH90,P14_POP1524_PSEUL,P14_RP_CCCOLL,P14_CHOM2554,P14_RP_4P,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_RPAPPART_ACH19,DEC_TP6014,C14_PMEN_CS4,P14_NPER_RP_GRAT,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1,C14_ACT1564_CS1,NB_D202,P14_RP_120M2P,P14_RPAPPART_ACH45,P14_ACTOCC15P_ILT4,P14_RPAPPART_ACH11,P14_CHOM5564,P14_POP0002,NB_A504,P14_RSECOCC,P14_RP_ACH11,C14_MEN_CS8,C14_PMEN_CS3,NB_F116,NB_D601,NB_A203,C702,C14_ACTOCC1564_CS2,P14_SCOL30P,P14_APPART,P14_POP,P14_SAL15P_EMPAID,P14_RPMAISON_ACH19,C14_MEN_CS6,P14_RPMAISON,NB_B103
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_EQ14,C14_FAMMONO,P14_POP0610,C101,P14_RPAPPART_ACH70,NB_B101,P14_ACTOCC15P_ILT4,NB_B302,C302,DEC_PPEN14,P14_NBPI_RP_ANEM10P,NB_B201,P14_NSAL15P_TP,P14_RP_2P,P14_ACTOCC15P_ILT1,P14_SCOL1517,NB_D231,NB_D201,NB_F103,C509,NB_G104,P14_POP_IMM,NB_D601,P14_NPER_RP_LOCHLMV,C14_MENCOUPSENF,C14_ACTOCC15P_PAS,DEC_PBEN14,P14_SCOL0610,C14_PMEN_MENCOUPAENF,NB_B202,DEC_PTSA14,NB_B103,NB_F116,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_A406,NB_D605,NB_A504,NB_A402,P14_RP_ACH19,P14_RP_CCCOLL,NB_A401,C14_MEN_CS1,C14_NE24F3,NB_B307,NB_D243,NB_F304,NB_B303,P14_SAL15P_APPR,P14_SCOL2529,C14_POP15P_CS5,NB_F120,P14_RPAPPART_ACHTOT,DEC_PIMP14,P14_RP_3040M2,C14_ACTOCC15P_DROU,C14_ACTOCC15P_TCOM,NB_F111,P14_RP_GRAT,DEC_D714,NB_D221,,,,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,DEC_PTSA14,C14_MEN_CS7,P14_RP_ACH70,P14_CHOM5564,P14_POP2539,C14_NE24F4P,P14_F3044,C14_ACTOCC1564_CS3,NB_B203,DENSITY,NB_A203,P14_POPMEN2554,NB_E101,NB_G104,DEC_EQ14,C14_PMEN_CS6,P14_NPER_RP_PROP,P14_NBPI_RPMAISON,C14_MENCOUPSENF,NB_G101,P14_POPMEN15P,P14_RPMAISON,C14_POP15P,P14_RSECOCC,DEC_D314,C14_MEN,P14_RP_120M2P,P14_SCOL0205,P14_POP1524_PSEUL,P14_RPMAISON_ACH90,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_RP_80100M2,P14_MEN_ANEM0002,DEC_D114,NB_F116,NB_A401,P14_POP_ETR,P14_RPAPPART_ACH45,P14_RP_2P,P14_SCOL2529,P14_RPAPPART_ACH05,NB_B302,P14_NSAL15P_AIDFAM,C14_MENSFAM,P14_APPART,P14_POP0014,DEC_Q114,P14_NPER_RP_LOCHLMV,C14_PMEN_MENCOUPAENF,P14_RP_ACH11,C14_ACTOCC15P_PAS,P14_PMEN_ANEM10P,NB_A505,C409,P14_RPMAISON_ACH19,NB_D201,P14_RP_4060M2,,,,,
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_PMEN_CS8,P14_RP_ACH70,C14_ACTOCC15P_TCOM,P14_RP_LOCHLMV,P14_ETUD1564,P14_RP_ACH19,P14_RPMAISON_ACH90,P14_RP_CINDELEC,P14_NSAL15P_EMPLOY,C14_MEN_CS8,C14_MENSFAM,P14_SAL15P_EMPAID,P14_RP_4P,P14_ACTOCC15P_ILT5,P14_RP_ACH45,P14_RPMAISON,P14_NPER_RP_PROP,P14_CHOM2554,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS3,P14_ACTOCC5564,P14_SCOL1114,P14_ACTOCC15P_ILT1,P14_RP_GRAT,C14_PMEN_MENCOUPAENF,P14_POP,P14_RP_M30M2,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH90,P14_RSECOCC,P14_APPART,P14_RP_1P,P14_PHORMEN,NB_A402,P14_LOGVAC,P14_NPER_RP_GRAT,P14_ANEM_RP_LOC,C14_NE24F4P,P14_NBPI_RPAPPART,DEC_PAUT14,C14_ACTOCC15P_DROU,P14_RPAPPART_ACH05,P14_SCOL0610,P14_MAISON,P14_RPAPPART_ACH11,P14_POP0305,NB_E101,NB_A203,P14_RP_2P,C14_NE24F2,,,,,,,,,,,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,NB_B301,P14_NPER_RP_LOC,P14_ACTOCC15P_TP,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS2,P14_NSAL15P_INDEP,NB_A402,P14_AINACT1564,P14_RP_M30M2,P14_POP1524_PSEUL,P14_RP_4060M2,P14_CHOM1564,NB_A405,NB_A505,P14_SAL15P_EMPAID,DEC_D114,NB_E101,C14_ACTOCC1564_CS2,P14_RPMAISON_ACH11,C14_ACTOCC1564_CS6,C14_ACT1564_CS2,P14_NSCOL15P_SUP,NB_B302,NB_A504,P14_RP_ACH45,P14_RPMAISON_ACH19,C14_ACTOCC15P_TCOM,P14_NSAL15P,DEC_PCHO14,P14_POP6579,P14_POP_ETR,NB_D243,P14_RSECOCC,P14_RPMAISON_ACH70,C14_PMEN_MENSFAM,C14_POP15P_CS3,P14_RPMAISON_ACH45,C14_ACTOCC15P_DROU,P14_MEN_ANEM10P,P14_RP_GRAT,P14_NPER_RP_GRAT,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT3,P14_CHOM5564,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH70,P14_PHORMEN,C14_MENSFAM,P14_SCOL30P,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH05,P14_RPAPPART_ACHTOT,P14_POP_IMM,P14_PMEN_ANEM10P,P14_RP_ACH90,C14_NE24F3,P14_RP_100120M2,P14_ACTOCC15P_ILT4,P14_NBPI_RPAPPART,C14_FAMMONO,,,,,,,,,,
+0,C14_PMEN_MENCOUPSENF,P14_RP_5PP,P14_RP_PROP,C14_ACTOCC1564_CS1,DEC_PTSA14,P14_RP_VOIT2P,P14_ANEM_RP_PROP,DEC_MED14,P14_NPER_RP_GRAT,P14_CHOM1564,P14_RPAPPART,DEC_D114,C14_PMEN_MENCOUPAENF,DEC_D714,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,NB_D239,P14_NPER_RP_PROP,P14_ANEM_RP_GRAT,NB_B202,C14_MEN_CS7,NB_B201,NB_A403,P14_SCOL1517,P14_RP_LOC,NB_B304,P14_LOGVAC,C14_MENCOUPAENF,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_MEN_CS1,NB_D213,P14_SCOL1114,DEC_PCHO14,P14_POP0002,P14_NBPI_RP_ANEM0509,NB_B204,C14_ACT1564_CS1,P14_RPAPPART_ACH70,P14_RPMAISON_ACHTOT,P14_RP_120M2P,DEC_Q114,NB_D602,P14_POP0014,P14_RPMAISON,P14_ACTOCC1564,C14_PMEN_CS1,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,P14_NBPI_RPMAISON,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,NB_B309,DEC_D314,DEC_D814,P14_POP0205,P14_MAISON,P14_RP_CCCOLL,NB_A504,C14_ACTOCC15P_DROU,P14_RP_GRAT,NB_D240,P14_ACTOCC15P_ILT5,C14_COUPAENF,C14_MENCOUPSENF,NB_A502,C14_NE24F0,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,C14_ACTOCC15P_MAR,,,,,,,,,,,,
+1,P14_RP_3040M2,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_SAL15P_EMPAID,P14_POP0305,NB_A507,NB_A303,C14_ACTOCC1564_CS2,P14_NPER_RP_GRAT,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,C509,C14_PMEN_CS3,P14_RP_LOCHLMV,C14_MEN_CS6,DEC_D114,P14_CHOM2554,P14_RP_4P,NB_D202,P14_POP0610,P14_RPMAISON_ACH90,P14_RP_ACH11,C14_NE24F4P,P14_NPER_RP_PROP,P14_POP,P14_ANEM_RP_GRAT,NB_D601,DEC_TP6014,P14_RPAPPART_ACH19,C14_POP15P_CS2,P14_SCOL1517,P14_POP1524_PSEUL,C14_MENCOUPAENF,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_SCOL30P,P14_RP_ACH19,P14_SCOL1114,P14_SAL15P_CDI,DEC_PCHO14,P14_RPAPPART_ACH11,DENSITY,P14_POP0002,C702,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH45,P14_RP_1P,C14_ACT1564_CS1,NB_A203,P14_CHOM1524,NB_D233,P14_RPMAISON_ACHTOT,P14_RP_120M2P,DEC_D614,P14_POP_IMM,P14_APPART,C14_POP15P_CS1,P14_SCOL2529,P14_RPMAISON,P14_PHORMEN,NB_F121,P14_ACTOCC1564,P14_RP_ACH90,C14_PMEN_CS1,P14_RPMAISON_ACH19,P14_NBPI_RPMAISON,P14_RPMAISON_ACH70,C14_MEN_CS8,P14_POP0205,P14_SCOL0610,P14_RP_CCCOLL,C14_MENPSEUL,NB_A504,NB_A301,P14_POP_ETR,C14_COUPAENF,P14_RP_80100M2,C14_PMEN_CS6,NB_A401,C14_PMEN_CS4,C14_ACTOCC15P_VOIT,NB_B103,P14_CHOM5564,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_ACT1524,NB_F116,C14_ACTOCC15P_MAR
+2,P14_RPAPPART_ACHTOT,NB_G104,P14_RP_3040M2,DEC_PTSA14,NB_B307,P14_ACTOCC15P_ILT1,C14_FAMMONO,C302,P14_NPER_RP_GRAT,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_B303,DEC_PPEN14,C509,C14_MENSFAM,P14_RP_LOCHLMV,NB_B101,DEC_D114,C14_PMEN_MENCOUPAENF,DEC_D714,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,C14_NE24F4P,P14_POP15P_MARIEE,NB_F111,NB_F103,NB_B202,NB_D601,NB_B201,P14_NSCOL15P,P14_SCOL1517,C14_POP15P_CS5,P14_NBPI_RP_ANEM10P,P14_RP_ACH70,P14_RP_ACH19,C14_MEN_CS1,C14_PMEN_CS5,NB_F120,NB_D221,P14_SCOL1114,NB_D213,DEC_PCHO14,C14_NE24F3,NB_D231,P14_RPAPPART_ACH70,NB_F107,NB_B302,P14_POP_IMM,P14_SCOL2529,C14_ACTOCC15P_TCOM,NB_F304,NB_A402,P14_PHORMEN,P14_RP_ACH90,P14_RP_ACH45,NB_A406,DEC_PIMP14,DEC_D314,P14_SCOL0610,P14_RP_CCCOLL,NB_A504,DEC_PBEN14,C14_ACTOCC15P_DROU,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_RP_GRAT,NB_D240,C14_COUPAENF,P14_RP_2P,NB_D243,C14_PMEN_CS6,C14_MENCOUPSENF,P14_RETR1564,C14_ACTOCC15P_PAS,NB_D201,NB_A401,NB_B103,P14_CHOM5564,C101,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,NB_F116,NB_D605,,,,,,
+3,P14_SCOL0205,NB_G104,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_RP_VOIT2P,P14_POP0305,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,NB_B203,C14_MENSFAM,DEC_D114,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_POP0610,P14_RPMAISON_ACH90,P14_RP_ACH11,C14_NE24F4P,P14_NPER_RP_PROP,NB_F111,C14_MEN_CS7,NB_D601,P14_RPAPPART_ACH19,C14_MEN,P14_SCOL1517,P14_POP1524_PSEUL,P14_RP_100120M2,P14_PMEN_ANEM10P,C14_POP15P_CS5,P14_RPAPPART_ACH05,P14_RP_ACH70,P14_RP_ACH19,C14_MEN_CS1,P14_SCOL1114,NB_D213,DENSITY,P14_NSAL15P_AIDFAM,C14_POP15P,P14_RPAPPART_ACH45,P14_NBPI_RP_ANEM0509,P14_NSCOL15P_CAPBEP,NB_A203,C14_ACT1564_CS1,P14_POPMEN15P,P14_RP_120M2P,P14_F3044,NB_B302,DEC_Q114,P14_POP2539,P14_MEN_ANEM0509,P14_POP_IMM,P14_APPART,P14_SCOL2529,P14_POP0014,P14_RPMAISON,NB_G101,C14_PMEN_CS1,P14_RP_ACH90,P14_RPMAISON_ACH19,P14_NBPI_RPMAISON,NB_E101,DEC_PIMP14,DEC_D314,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,NB_A504,P14_POPMEN2554,P14_POP_ETR,C14_PMEN_MENFAM,C14_COUPAENF,P14_RP_2P,P14_RP_80100M2,C14_PMEN_CS6,C14_MENCOUPSENF,C14_ACTOCC15P_PAS,NB_A401,NB_D201,NB_A505,C14_ACTOCC15P_VOIT,P14_CHOM5564,C409,P14_NPER_RP_LOCHLMV,NB_F116,C14_ACTOCC15P_MAR,,,,,
+4,DEC_PAUT14,C14_NE24F3,NB_E101,P14_RPAPPART_ACHTOT,P14_RP_3040M2,NB_A203,C14_MEN_CS8,P14_ETUD1564,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH19,P14_RPAPPART_ACH70,P14_SCOL0610,C14_ACTOCC1564_CS3,P14_MAISON,P14_CHOM1524,P14_RP_CCCOLL,P14_POP1524_PSEUL,P14_RP_120M2P,P14_LOGVAC,P14_POP0305,NB_A504,P14_ACTOCC5564,P14_POP_IMM,P14_RP_CINDELEC,P14_APPART,C14_ACTOCC15P_DROU,P14_ACTOCC15P_ILT1,P14_SCOL2529,P14_NBPI_RPAPPART,P14_RPAPPART_ACH90,P14_ACTOCC15P_ILT3,P14_POP_ETR,P14_NPER_RP_GRAT,P14_RPAPPART_ACH05,P14_RP_GRAT,P14_RPMAISON,P14_MEN_ANEM0002,P14_RP_ACH70,P14_RP_ACH19,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RSECOCC,P14_RP_2P,NB_A402,P14_SCOL1114,P14_RP_M30M2,P14_POP,C14_PMEN_MENSFAM,C14_MENSFAM,P14_RP_LOCHLMV,C14_PMEN_CS3,P14_PHORMEN,C14_PMEN_CS8,P14_CHOM2554,P14_RPAPPART_ACH11,C14_PMEN_MENCOUPAENF,P14_RP_4P,P14_NPER_RP_PROP,P14_RP_ACH45,P14_RPAPPART_ACH45,P14_RPMAISON_ACH90,P14_RP_1P,P14_NSAL15P_TP,P14_NSAL15P_EMPLOY,P14_CHOM5564,P14_ANEM_RP_LOC,C14_NE24F4P,C14_ACTOCC15P_TCOM,C14_NE24F2,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,,,,,
+5,DEC_PAUT14,P14_RPAPPART_ACHTOT,P14_SAL15P_INTERIM,C14_ACTOCC1564_CS3,P14_ACTOCC15P_TP,NB_A503,P14_POP0305,C14_ACTOCC1564_CS2,C14_FAMMONO,P14_NPER_RP_GRAT,P14_RSECOCC,C14_PMEN_CS2,P14_CHOM1564,C14_MENSFAM,C14_MEN_CS6,DEC_D114,P14_RP_4060M2,P14_POP6579,P14_POP,P14_ANEM_RP_GRAT,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,NB_A405,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,P14_RPAPPART_ACH05,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RPMAISON_ACH45,DEC_PCHO14,C14_PMEN_MENSFAM,P14_RPAPPART_ACH11,P14_NBPI_RP_ANEM0002,C14_NE24F3,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_RP_120M2P,NB_B302,P14_NSAL15P,P14_MEN_ANEM10P,P14_POP_IMM,P14_SCOL2529,P14_ACTOCC15P_ILT3,NB_A402,NB_B301,P14_PHORMEN,P14_RPMAISON_ACH11,P14_SAL15P_TP,P14_RP_ACH90,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,C14_POP15P_CS3,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,NB_E101,C14_ACT1564_CS2,P14_POP0205,NB_A504,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_POP_ETR,P14_RP_GRAT,P14_ACTOCC15P_ILT5,P14_NSCOL15P_SUP,NB_D243,P14_RP_M30M2,NB_A505,P14_NPER_RP_LOC,P14_NSAL15P_INDEP,C14_ACTOCC1564_CS6,P14_CHOM5564,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,,,,,,,,,,
diff --git a/predihood/generated_files/selected-indicators/primary75.csv b/predihood/generated_files/selected-indicators/primary75.csv
index 3268bfbb570f1980db68b6f41e9ff0a1441f714e..92393271cb115757fdc83a365ff24ce4f13149af 100644
--- a/predihood/generated_files/selected-indicators/primary75.csv
+++ b/predihood/generated_files/selected-indicators/primary75.csv
@@ -1,6 +1,6 @@
-0,P14_NBPI_RPMAISON,P14_RPMAISON,C14_MEN_CS7,P14_RPMAISON_ACHTOT,DEC_D114,P14_NPER_RP_PROP,P14_RPMAISON_ACH90,C14_PMEN_MENCOUPSENF,C14_MENCOUPAENF,P14_ANEM_RP_PROP,P14_MAISON,C14_COUPAENF,C14_MENCOUPSENF,P14_NBPI_RP_ANEM10P,DEC_D314,NB_B201,P14_NBPI_RP_ANEM0509,P14_RPMAISON_ACH19,P14_RPMAISON_ACH70,P14_RP_ACH19,C14_PMEN_MENCOUPAENF,P14_SCOL1517,NB_B304,P14_NSAL15P_TP,P14_RP_120M2P,P14_NBPI_RPAPPART,P14_RP_5PP,P14_RP_PROP,P14_POP0205,C14_ACTOCC15P_MAR,P14_POP0610,NB_D213,NB_B202,P14_NSAL15P_EMPLOY,P14_AINACT1564,NB_B204,P14_RP_LOC,P14_LOGVAC,DEC_MED14,P14_RPAPPART,P14_POP0014,P14_CHOM1564,NB_A403,P14_SCOL1114,DEC_PCHO14,P14_PMEN_ANEM10P,C14_NE24F0,P14_ACTOCC1564,DEC_PTSA14,P14_RP_GRAT,P14_RP_VOIT2P,NB_D239,P14_RP_ACH45,P14_MEN_ANEM0509,DENSITY,C14_PMEN_MENSFAM,DEC_TP6014,DEC_EQ14,NB_A502,P14_POP5564,P14_PMEN_ANEM0509,P14_ACTOCC15P_ILT1,P14_RP_4P,P14_RP_CCCOLL,C14_PMEN_CS7,P14_RETR1564,NB_D233,P14_RP_3P,P14_APPART,DEC_D414,P14_CHOM2554,P14_NSCOL15P_DIPLMIN,P14_F1529,P14_RPMAISON_ACH45,P14_ANEM_RP_LOC,P14_RP_100120M2,C14_PMEN_CS1,NB_D240,NB_A504,DEC_D714,DEC_D814,C14_ACTOCC1564_CS1,DEC_Q114,C14_ACTOCC15P_DROU,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH05,P14_RPAPPART_ACH70,NB_B309,C14_ACT1564_CS3,C14_MEN_CS1,P14_NPER_RP_GRAT,P14_ACTOCC15P_ILT4,P14_POP0002,NB_D602,C14_ACT1564_CS1,P14_ANEM_RP_GRAT,C14_ACTOCC15P_TCOM,P14_POPMEN80P,P14_RPAPPART_ACH90,P14_RPAPPART_ACH11,C14_MEN_CS8,DEC_D214,P14_RP_4060M2,P14_POP1524_PSEUL,P14_NPER_RP_LOCHLMV,P14_ACTOCC15P_ILT3,NB_A507,NB_B203,P14_POP65P,P14_SAL15P_EMPAID,P14_RP_1P,NB_D404,NB_G101,NB_A406,C14_ACTOCC15P_PAS,C14_PMEN_MENFAM,P14_RP_M30M2,,,,,,,,,,
-1,P14_PHORMEN,DENSITY,P14_ACTOCC1564,P14_NPER_RP_PROP,C14_COUPAENF,P14_SCOL0610,P14_POP0205,P14_SCOL1114,NB_D233,P14_POP_ETR,P14_POP_IMM,P14_RP_3040M2,P14_ANEM_RP_GRAT,P14_MEN_ANEM0002,P14_ACT1524,C14_ACTOCC1564_CS3,P14_POP0305,P14_CHOM1524,C14_ACTOCC15P_VOIT,P14_RP_LOCHLMV,P14_RP_80100M2,C14_MENPSEUL,DEC_PTSA14,C14_NE24F4P,P14_SCOL1517,NB_A303,P14_POP0610,NB_A401,C14_MENCOUPAENF,DEC_EQ14,P14_NBPI_RPMAISON,C14_ACTOCC15P_MAR,NB_A301,C509,P14_SAL15P_CDI,P14_ACTOCC15P_ILT2,C14_POP15P_CS2,C14_PMEN_CS6,DEC_PCHO14,P14_SCOL2529,DEC_D114,P14_RPMAISON_ACH70,P14_RPMAISON_ACHTOT,NB_A507,P14_NSCOL15P_DIPLMIN,P14_RPMAISON_ACH90,P14_POP1524_PSEUL,P14_RP_CCCOLL,P14_CHOM2554,P14_RP_4P,C14_ACT1564_CS5,NB_F114,C14_MENFSEUL,C14_MEN_CS7,NB_B308,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,C14_MEN_CS3,C101,P14_POP4054,P14_POP65P,C503,P14_RSECOCC,P14_ACTOCC5564,C14_ACTOCC1564_CS2,C14_MEN_CS6,P14_RP_120M2P,C14_NE24F3,P14_NSAL15P_TP,P14_PMEN_ANEM0509,NB_A504,DEC_GI14,C14_MEN_CS2,NB_D404,P14_POP15P,NB_F121,P14_RP_ACH19,P14_RP_ACH90,DEC_D614,P14_NPER_RP_LOCHLMV,C14_PMEN_CS1,P14_PMEN_ANEM10P,P14_RPAPPART_ACH19,DEC_TP6014,C14_PMEN_CS4,P14_NPER_RP_GRAT,P14_RP_100120M2,P14_RP_1P,C14_POP15P_CS1,C14_ACT1564_CS1,NB_D202,P14_RPAPPART_ACH45,P14_ACTOCC15P_ILT4,P14_RPAPPART_ACH11,P14_CHOM5564,P14_POP0002,P14_RP_ACH11,C14_MEN_CS8,C14_PMEN_CS3,NB_F116,NB_D601,NB_A203,C702,P14_SCOL30P,P14_APPART,P14_POP,P14_SAL15P_EMPAID,P14_RPMAISON_ACH19,P14_RPMAISON,NB_B103,P14_RPAPPART_ACH90,P14_AINACT1564,C601,C14_FAMMONO,DEC_D214,NB_A405,DEC_D314,NB_A115,C14_ACT1564_CS3,P14_RP_ACH70,NB_A404,NB_D201,NB_A403,P14_RPAPPART_ACH70,DEC_PPEN14,C14_PMEN_CS8,C14_POP15P_CS3
-2,C14_NE24F4P,P14_RP_ACH70,P14_RPMAISON_ACH90,P14_RPAPPART_ACH90,DEC_D314,P14_RP_ACH45,C14_PMEN_CS5,DEC_PCHO14,P14_CHOM5564,P14_RP_ACH90,P14_SCOL1114,P14_NSCOL15P,P14_RETR1564,NB_D213,P14_RP_LOCHLMV,C14_COUPAENF,P14_NPER_RP_GRAT,P14_NSCOL15P_DIPLMIN,P14_POP15P_MARIEE,DEC_D114,DEC_EQ14,C14_FAMMONO,P14_POP0610,C101,P14_RPAPPART_ACH70,NB_B101,P14_ACTOCC15P_ILT4,NB_B302,C302,DEC_PPEN14,P14_NBPI_RP_ANEM10P,NB_B201,P14_NSAL15P_TP,P14_RP_2P,P14_ACTOCC15P_ILT1,P14_SCOL1517,NB_D231,NB_D201,NB_F103,C509,NB_G104,P14_POP_IMM,NB_D601,P14_NPER_RP_LOCHLMV,C14_MENCOUPSENF,C14_ACTOCC15P_PAS,DEC_PBEN14,P14_SCOL0610,C14_PMEN_MENCOUPAENF,NB_B202,P14_RPMAISON_ACH45,NB_A406,P14_POP0305,C14_MEN_CS7,NB_B204,P14_ANEM_RP_GRAT,P14_RPMAISON_ACH11,C14_MEN,P14_ANEM_RP,P14_RPMAISON_ACH70,P14_RP_100120M2,P14_POPMEN15P,C14_ACTOCC15P_MAR,P14_NSCOL15P_CAPBEP,P14_NBPI_RPAPPART,P14_RPMAISON_ACH05,P14_RP_VOIT2P,C14_POP15P_CS2,P14_POP0205,P14_ACTOCC1564,C14_PMEN,P14_RP_GRAT,P14_SAL15P_CDD,P14_RP_CCCOLL,NB_D605,DEC_PTSA14,NB_B103,NB_F116,C14_PMEN_CS6,C14_MENSFAM,NB_D240,NB_F107,P14_PHORMEN,NB_A504,NB_A402,P14_RP_ACH19,NB_A401,C14_MEN_CS1,C14_NE24F3,NB_B307,NB_D243,NB_F304,NB_B303,P14_SAL15P_APPR,P14_SCOL2529,C14_POP15P_CS5,NB_F120,P14_RPAPPART_ACHTOT,DEC_PIMP14,P14_RP_3040M2,C14_ACTOCC15P_DROU,C14_ACTOCC15P_TCOM,NB_F111,DEC_D714,NB_D221,NB_A501,NB_B310,NB_D238,P14_RSECOCC,P14_RPAPPART_ACH11,P14_AINACT1564,P14_RP_1P,NB_A405,DEC_D214,P14_POP,P14_ACTOCC15P_ILT3,NB_A404,NB_F112,DENSITY,NB_A301,C14_ACT1564_CS6,P14_ANEM_RP_LOCHLMV,C14_MEN_CS3,P14_SAL15P_EMPAID,,,
-3,C14_ACTOCC15P_MAR,C14_COUPAENF,P14_POP_IMM,P14_RP_ACH19,P14_SCOL1114,P14_POP0610,P14_RPAPPART_ACH19,P14_RP_VOIT2P,NB_D601,P14_SCOL0610,P14_MEN_ANEM0509,P14_SCOL1517,NB_A504,P14_POP0205,C14_ACTOCC15P_VOIT,P14_NSCOL15P_CAPBEP,NB_D213,P14_POP0305,P14_RP_100120M2,C14_PMEN_MENFAM,P14_NBPI_RP_ANEM0509,DEC_PTSA14,C14_MEN_CS7,P14_RP_ACH70,P14_CHOM5564,P14_POP2539,C14_NE24F4P,P14_F3044,C14_ACTOCC1564_CS3,NB_B203,DENSITY,NB_A203,P14_POPMEN2554,NB_E101,NB_G104,DEC_EQ14,C14_PMEN_CS6,P14_NPER_RP_PROP,P14_NBPI_RPMAISON,C14_MENCOUPSENF,NB_G101,P14_POPMEN15P,P14_RPMAISON,C14_POP15P,P14_RSECOCC,DEC_D314,C14_MEN,P14_RP_120M2P,P14_SCOL0205,P14_POP1524_PSEUL,NB_D239,P14_RPMAISON_ACH70,P14_NSAL15P_TP,C14_MEN_CS3,P14_RPMAISON_ACH90,P14_ACTOCC1564,P14_NSCOL15P,P14_CHOM2554,P14_RP_SDB,C502,C14_ACTOCC1564_CS5,P14_POP15P_MARIEE,P14_PMEN_ANEM0509,P14_RP_5PP,C14_NE24F2,NB_F116,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM10P,NB_D233,NB_B201,DEC_PCHO14,P14_SCOL2529,P14_RP_80100M2,P14_NPER_RP_LOCHLMV,P14_RETR1564,C14_PMEN_CS1,C14_POP15P_CS5,DEC_PIMP14,P14_ACTOCC15P_ILT2P,P14_RP_ACH90,C14_ACT1564_CS1,NB_F111,C14_MEN_CS1,P14_MEN_ANEM0002,DEC_D114,NB_A401,P14_POP_ETR,P14_RPAPPART_ACH45,P14_RP_2P,P14_RPAPPART_ACH05,NB_B302,P14_NSAL15P_AIDFAM,C14_MENSFAM,P14_APPART,P14_POP0014,DEC_Q114,C14_PMEN_MENCOUPAENF,P14_RP_ACH11,C14_ACTOCC15P_PAS,P14_PMEN_ANEM10P,NB_A505,C409,P14_RPMAISON_ACH19,NB_D201,P14_RP_4060M2,C14_ACT1564_CS3,P14_AINACT1564,NB_D243,P14_SAL15P_APPR,NB_D709,DEC_D214,P14_RP_M30M2,P14_NSAL15P,NB_A406,P14_ACTOCC15P_ILT4,C14_MEN_CS4,DEC_D614,P14_ACTOCC15P_ILT2,,,,,,,,,
-4,C14_ACTOCC15P_MAR,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_3040M2,P14_NSAL15P_TP,P14_ACTOCC15P_ILT3,P14_SCOL2529,NB_A504,C14_NE24F3,P14_CHOM5564,P14_MEN_ANEM0002,P14_RPAPPART_ACH45,P14_RP_CCCOLL,P14_POP_ETR,C14_PMEN_MENSFAM,C14_ACTOCC1564_CS3,P14_CHOM1524,P14_RP_120M2P,P14_RPAPPART_ACH70,P14_POP_IMM,C14_COUPAENF,P14_NPER_RP_LOCHLMV,C14_PMEN_CS8,P14_RP_ACH70,C14_ACTOCC15P_TCOM,P14_RP_LOCHLMV,P14_ETUD1564,P14_RP_ACH19,P14_RPMAISON_ACH90,P14_RP_CINDELEC,P14_NSAL15P_EMPLOY,C14_MEN_CS8,C14_MENSFAM,P14_SAL15P_EMPAID,P14_RP_4P,P14_ACTOCC15P_ILT5,P14_RP_ACH45,P14_RPMAISON,P14_NPER_RP_PROP,P14_CHOM2554,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS3,P14_ACTOCC5564,P14_SCOL1114,P14_ACTOCC15P_ILT1,P14_RP_GRAT,C14_PMEN_MENCOUPAENF,P14_POP,P14_RP_M30M2,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH90,P14_SCOL0610,C14_MENHSEUL,P14_RPMAISON_ACH70,P14_SAL15P_INTERIM,P14_RPAPPART,P14_RP_4060M2,P14_NPER_RP_GRAT,P14_ANEM_RP_LOC,P14_NSCOL15P_DIPLMIN,P14_F3044,P14_RP_ACH11,P14_PMEN_ANEM0002,P14_RP_2P,C14_ACTOCC1564_CS6,P14_LOGVAC,C14_POP15P_CS3,P14_SCOL1824,C14_MENFSEUL,P14_POP15P_MARIEE,P14_RPAPPART_ACH11,P14_RP_ACH05,P14_ACTOCC15P_ILT2,C14_ACTOCC1564_CS2,DEC_PBEN14,P14_RSECOCC,P14_APPART,P14_RP_1P,P14_PHORMEN,NB_A402,C14_NE24F4P,P14_NBPI_RPAPPART,DEC_PAUT14,C14_ACTOCC15P_DROU,P14_RPAPPART_ACH05,P14_MAISON,P14_POP0305,NB_E101,NB_A203,C14_NE24F2,NB_B204,P14_ANEM_RP_GRAT,P14_POP75P,DEC_EQ14,P14_ACTOCC15P_ILT4,C14_MENCOUPAENF,P14_SCOL30P,NB_A501,P14_RPMAISON_ACH45,P14_SAL15P_APPR,P14_RP_LOC,P14_NSAL15P,P14_RP_6080M2,DEC_D114,,,,,,,,,,,,,,,,,,,,,,,
-5,P14_RP_ACH19,P14_RPAPPART_ACH19,C14_ACT1564_CS3,P14_SAL15P_INTERIM,P14_SCOL2529,P14_NBPI_RP_ANEM0002,NB_A503,DEC_PBEN14,P14_POP,P14_NSAL15P_EMPLOY,C14_MEN_CS6,DEC_PAUT14,P14_POP0305,P14_SAL15P_TP,P14_RP_ACH70,P14_RP_120M2P,P14_NPER_RP_LOCHLMV,P14_POP0205,NB_A301,P14_ANEM_RP_GRAT,NB_B301,P14_NPER_RP_LOC,P14_ACTOCC15P_TP,P14_ANEM_RP_LOCHLMV,C14_PMEN_CS2,P14_NSAL15P_INDEP,NB_A402,P14_AINACT1564,P14_RP_M30M2,P14_POP1524_PSEUL,P14_RP_4060M2,P14_CHOM1564,NB_A405,NB_A505,P14_SAL15P_EMPAID,DEC_D114,NB_E101,C14_ACTOCC1564_CS2,P14_RPMAISON_ACH11,C14_ACTOCC1564_CS6,C14_ACT1564_CS2,P14_NSCOL15P_SUP,NB_B302,NB_A504,P14_RP_ACH45,P14_RPMAISON_ACH19,C14_ACTOCC15P_TCOM,P14_NSAL15P,DEC_PCHO14,P14_POP6579,P14_ACTOCC15P_ILT2,P14_POP_IMM,NB_A401,C14_ACTOCC15P_DROU,NB_D243,NB_B202,NB_A403,C14_PMEN_MENSFAM,NB_D221,NB_D233,NB_D208,C14_ACTOCC15P_MAR,P14_RP_2P,P14_POP_ETR,P14_RPMAISON_ACH70,P14_ACTOCC1524,P14_RP_ACH05,P14_INACT1564,P14_RP_80100M2,P14_NPER_RP_GRAT,C14_ACT1564_CS6,NB_D201,P14_ACT5564,P14_RPAPPART_ACH90,C14_NE24F1,P14_RSECOCC,C14_POP15P_CS3,P14_RPMAISON_ACH45,P14_MEN_ANEM10P,P14_RP_GRAT,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT3,P14_CHOM5564,P14_ACTOCC15P_ILT5,P14_RPAPPART_ACH70,P14_PHORMEN,C14_MENSFAM,P14_SCOL30P,C14_ACTOCC1564_CS3,P14_RPAPPART_ACH05,P14_RPAPPART_ACHTOT,P14_PMEN_ANEM10P,P14_RP_ACH90,C14_NE24F3,P14_RP_100120M2,P14_ACTOCC15P_ILT4,P14_NBPI_RPAPPART,C14_FAMMONO,C14_MEN_CS3,C14_NE24F4P,P14_RP_LOCHLMV,P14_ACTOCC15P_ILT2P,P14_SAL15P_APPR,P14_POP0610,C14_PMEN_CS6,C14_NE24F2,NB_A501,C14_PMEN_CS8,P14_MEN_ANEM0002,P14_RP_3040M2,C14_PMEN_CS5,C14_MENCOUPAENF,P14_POP15P,,,,,,,,,,,,,,
+0,C14_PMEN_MENCOUPSENF,P14_RP_5PP,P14_RP_PROP,C14_PMEN_CS7,DEC_PTSA14,C14_ACTOCC1564_CS1,P14_RP_VOIT2P,P14_ANEM_RP_PROP,NB_A507,P14_ACTOCC15P_ILT1,DEC_MED14,P14_NPER_RP_GRAT,P14_POPMEN80P,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_B203,P14_CHOM1564,P14_RPAPPART,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_RP_4P,DEC_D714,DEC_D414,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,NB_D239,P14_NPER_RP_PROP,P14_ANEM_RP_GRAT,NB_B202,C14_MEN_CS7,NB_B201,DEC_TP6014,NB_A403,P14_SCOL1517,P14_RP_LOC,P14_POP1524_PSEUL,P14_PMEN_ANEM0509,NB_B304,P14_LOGVAC,C14_MENCOUPAENF,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_MEN_CS1,NB_D213,P14_SCOL1114,DEC_PCHO14,C14_PMEN_MENSFAM,DENSITY,P14_POP0002,P14_RPAPPART_ACH11,P14_RP_1P,P14_F1529,P14_NBPI_RP_ANEM0509,NB_B204,C14_ACT1564_CS1,P14_POP5564,P14_POP65P,P14_RPAPPART_ACH70,P14_RPMAISON_ACHTOT,P14_RP_120M2P,P14_RP_3P,NB_D233,DEC_Q114,P14_MEN_ANEM0509,NB_D602,P14_APPART,P14_ACTOCC15P_ILT3,P14_POP0014,P14_RPMAISON,NB_G101,P14_ACTOCC1564,C14_PMEN_CS1,DEC_D214,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,P14_NBPI_RPMAISON,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,NB_B309,NB_A406,NB_D404,DEC_D314,C14_MEN_CS8,DEC_D814,P14_POP0205,P14_MAISON,P14_RP_CCCOLL,NB_A504,C14_ACTOCC15P_DROU,P14_RPAPPART_ACH90,C14_PMEN_MENFAM,P14_RP_GRAT,NB_D240,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RP_M30M2,C14_MENCOUPSENF,NB_A502,P14_RETR1564,C14_ACTOCC15P_PAS,C14_NE24F0,P14_ANEM_RP_LOC,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,
+1,P14_RP_3040M2,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_SAL15P_EMPAID,DEC_GI14,P14_POP0305,NB_A507,NB_A303,C14_ACTOCC1564_CS2,C14_FAMMONO,P14_NPER_RP_GRAT,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_A404,C509,DEC_PPEN14,C14_PMEN_CS3,P14_RP_LOCHLMV,C14_MEN_CS6,DEC_D114,P14_CHOM2554,P14_RP_4P,NB_D202,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,P14_NPER_RP_LOCHLMV,P14_NPER_RP_PROP,P14_POP,P14_ANEM_RP_GRAT,C14_MEN_CS7,NB_D601,DEC_TP6014,P14_RPAPPART_ACH19,C14_POP15P_CS2,C14_MEN_CS3,NB_A403,P14_SCOL1517,P14_POP1524_PSEUL,NB_A405,P14_PMEN_ANEM0509,C14_MENCOUPAENF,NB_A115,P14_ACTOCC5564,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM10P,C601,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_SCOL1114,P14_SAL15P_CDI,DEC_PCHO14,P14_RPAPPART_ACH11,DENSITY,P14_POP0002,C702,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH45,P14_RP_1P,P14_NBPI_RP_ANEM0509,C503,C14_NE24F3,C14_ACT1564_CS1,NB_A203,P14_POP65P,C14_ACT1564_CS5,P14_RPAPPART_ACH70,P14_CHOM1524,NB_D233,P14_RPMAISON_ACHTOT,P14_RP_120M2P,DEC_D614,C14_MEN_CS2,P14_POP4054,P14_POP_IMM,P14_APPART,C14_POP15P_CS1,P14_SCOL2529,C14_MENFSEUL,P14_RPMAISON,P14_PHORMEN,NB_F121,NB_F114,P14_ACTOCC1564,P14_RP_ACH90,C14_PMEN_CS1,DEC_D214,P14_AINACT1564,P14_RPMAISON_ACH19,C14_POP15P_CS3,P14_NBPI_RPMAISON,P14_RPMAISON_ACH70,NB_D404,P14_POP15P,C14_MEN_CS8,DEC_D314,P14_POP0205,P14_SCOL0610,NB_B308,P14_RP_CCCOLL,C14_MENPSEUL,NB_A504,NB_A301,P14_RPAPPART_ACH90,P14_POP_ETR,C14_COUPAENF,P14_RP_80100M2,C14_PMEN_CS6,C14_PMEN_CS8,NB_A401,NB_D201,C14_PMEN_CS4,C14_ACTOCC15P_VOIT,NB_B103,P14_CHOM5564,P14_ACTOCC15P_ILT4,C101,P14_ACT1524,NB_F116,C14_ACTOCC15P_MAR
+2,P14_RPAPPART_ACHTOT,NB_G104,P14_RP_3040M2,DEC_PTSA14,NB_B307,P14_SAL15P_CDD,C14_ACT1564_CS6,P14_RP_VOIT2P,P14_POP0305,P14_ACTOCC15P_ILT1,C14_FAMMONO,C302,P14_NPER_RP_GRAT,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,NB_B303,NB_A404,DEC_PPEN14,C509,C14_MENSFAM,P14_RP_LOCHLMV,NB_B101,DEC_D114,C14_PMEN_MENCOUPAENF,C14_ACTOCC15P_MAR,DEC_D714,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,C14_NE24F4P,P14_RPMAISON_ACH05,P14_POP15P_MARIEE,NB_F111,P14_POP,NB_F103,P14_ANEM_RP_GRAT,NB_B202,C14_MEN_CS7,NB_D601,NB_B201,C14_MEN,C14_POP15P_CS2,C14_MEN_CS3,P14_NSCOL15P,P14_SCOL1517,NB_A405,P14_RP_100120M2,P14_NBPI_RPAPPART,C14_POP15P_CS5,P14_ANEM_RP,P14_NBPI_RP_ANEM10P,P14_RP_ACH70,P14_RPMAISON_ACH45,P14_RP_ACH19,C14_MEN_CS1,C14_PMEN_CS5,NB_F120,NB_D221,P14_SCOL1114,NB_D213,DEC_PCHO14,P14_RPAPPART_ACH11,DENSITY,NB_A501,P14_RP_1P,NB_B310,NB_B204,C14_NE24F3,P14_NSCOL15P_CAPBEP,NB_D231,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_POPMEN15P,NB_F107,NB_B302,P14_POP_IMM,P14_SCOL2529,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT3,NB_F304,NB_A402,P14_PHORMEN,P14_RPMAISON_ACH11,P14_ACTOCC1564,P14_RP_ACH90,NB_D238,DEC_D214,P14_AINACT1564,P14_RP_ACH45,P14_RPMAISON_ACH70,NB_F112,NB_A406,C14_PMEN,DEC_PIMP14,DEC_D314,P14_POP0205,P14_SCOL0610,P14_RP_CCCOLL,NB_A504,DEC_PBEN14,C14_ACTOCC15P_DROU,NB_A301,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_RP_GRAT,NB_D240,C14_COUPAENF,P14_RP_2P,NB_D243,C14_PMEN_CS6,C14_MENCOUPSENF,P14_RETR1564,C14_ACTOCC15P_PAS,NB_D201,NB_A401,NB_B103,P14_CHOM5564,C101,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,NB_F116,NB_D605,,,
+3,P14_RP_5PP,P14_SCOL0205,NB_G104,DEC_PTSA14,C14_ACTOCC1564_CS3,P14_RP_VOIT2P,P14_POP0305,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,NB_B203,C14_MENSFAM,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_POP0610,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,NB_D239,P14_POP15P_MARIEE,P14_NPER_RP_PROP,NB_F111,C14_ACTOCC1564_CS5,C14_MEN_CS7,NB_D601,NB_B201,P14_RPAPPART_ACH19,C14_MEN,C14_MEN_CS3,P14_NSCOL15P,P14_SCOL1517,P14_POP1524_PSEUL,P14_PMEN_ANEM0509,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,C14_POP15P_CS5,P14_NBPI_RP_ANEM10P,P14_RPAPPART_ACH05,P14_RP_ACH70,P14_RP_ACH19,C14_MEN_CS1,P14_SCOL1114,NB_D213,DEC_PCHO14,DENSITY,P14_NSAL15P_AIDFAM,C14_POP15P,P14_ACTOCC15P_ILT2,P14_RPAPPART_ACH45,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0509,P14_NSCOL15P_CAPBEP,NB_A203,C14_ACT1564_CS1,P14_POPMEN15P,NB_D233,P14_RP_120M2P,P14_F3044,NB_B302,DEC_Q114,P14_POP2539,P14_MEN_ANEM0509,P14_NSAL15P,DEC_D614,P14_POP_IMM,P14_APPART,P14_SCOL2529,P14_RP_SDB,P14_POP0014,P14_RPMAISON,NB_G101,P14_ACTOCC1564,C14_PMEN_CS1,P14_RP_ACH90,DEC_D214,P14_AINACT1564,P14_RPMAISON_ACH19,P14_NBPI_RPMAISON,P14_RPMAISON_ACH70,C14_NE24F2,NB_A406,NB_E101,DEC_PIMP14,DEC_D314,P14_POP0205,P14_ACTOCC15P_ILT2P,P14_SCOL0610,C502,NB_A504,P14_POPMEN2554,P14_SAL15P_APPR,P14_POP_ETR,C14_PMEN_MENFAM,C14_COUPAENF,P14_RP_2P,P14_RP_80100M2,NB_D243,P14_RP_M30M2,C14_PMEN_CS6,C14_MENCOUPSENF,NB_D709,P14_RETR1564,C14_ACTOCC15P_PAS,NB_A401,NB_D201,NB_A505,C14_ACTOCC15P_VOIT,P14_CHOM5564,C409,C14_MEN_CS4,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,NB_F116,C14_ACTOCC15P_MAR,,,,,,,,,
+4,DEC_PAUT14,P14_RPAPPART_ACHTOT,P14_RP_3040M2,P14_SAL15P_INTERIM,P14_RP_ACH05,C14_ACTOCC1564_CS3,P14_POP0305,P14_ACTOCC15P_ILT1,C14_ACTOCC1564_CS2,P14_POP75P,P14_NPER_RP_GRAT,P14_MEN_ANEM0002,P14_RSECOCC,DEC_EQ14,P14_NSCOL15P_DIPLMIN,C14_MENSFAM,C14_PMEN_CS3,P14_RP_LOCHLMV,P14_RPAPPART,DEC_D114,P14_CHOM2554,P14_RP_4060M2,C14_PMEN_MENCOUPAENF,P14_RP_4P,P14_RPMAISON_ACH90,P14_NSAL15P_TP,P14_RP_ACH11,C14_NE24F4P,P14_POP15P_MARIEE,P14_NPER_RP_PROP,P14_POP,P14_ANEM_RP_GRAT,P14_RPAPPART_ACH19,P14_POP1524_PSEUL,P14_RP_LOC,P14_LOGVAC,C14_MENCOUPAENF,P14_ACTOCC5564,P14_NBPI_RPAPPART,P14_RPAPPART_ACH05,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RPMAISON_ACH45,P14_SCOL1114,C14_PMEN_MENSFAM,P14_RPAPPART_ACH11,P14_RP_6080M2,P14_ACTOCC15P_ILT2,NB_A501,P14_RPAPPART_ACH45,P14_RP_1P,NB_B204,C14_NE24F3,NB_A203,P14_ETUD1564,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_CHOM1524,P14_RP_120M2P,P14_F3044,P14_NSAL15P,P14_POP_IMM,P14_RP_CINDELEC,P14_APPART,P14_SCOL2529,C14_MENFSEUL,P14_ACTOCC15P_ILT3,P14_RPMAISON,C14_MENHSEUL,NB_A402,P14_PHORMEN,C14_POP15P_CS3,P14_RP_ACH45,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,P14_SCOL1824,C14_NE24F2,NB_E101,C14_MEN_CS8,P14_SCOL0610,P14_MAISON,P14_RP_CCCOLL,P14_PMEN_ANEM0002,NB_A504,DEC_PBEN14,C14_ACTOCC15P_DROU,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_POP_ETR,P14_RP_GRAT,P14_ACTOCC15P_ILT5,C14_COUPAENF,P14_RP_2P,P14_RP_M30M2,C14_PMEN_CS8,C14_ACTOCC1564_CS6,P14_CHOM5564,P14_ANEM_RP_LOC,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,,,,,,,,,,
+5,DEC_PAUT14,P14_RPAPPART_ACHTOT,P14_RP_3040M2,P14_SAL15P_INTERIM,P14_RP_ACH05,C14_ACTOCC1564_CS3,C14_ACT1564_CS6,P14_ACTOCC15P_TP,NB_A503,P14_POP0305,P14_INACT1564,C14_ACTOCC1564_CS2,C14_FAMMONO,P14_NPER_RP_GRAT,C14_NE24F1,P14_MEN_ANEM0002,P14_RSECOCC,C14_PMEN_CS2,P14_CHOM1564,C14_MENSFAM,P14_RP_LOCHLMV,C14_MEN_CS6,DEC_D114,P14_RP_4060M2,P14_POP0610,C14_NE24F4P,P14_POP6579,P14_POP,P14_ANEM_RP_GRAT,NB_B202,P14_ACT5564,P14_RPAPPART_ACH19,C14_MEN_CS3,NB_A403,P14_POP1524_PSEUL,NB_A405,C14_MENCOUPAENF,C14_ACT1564_CS3,P14_RP_100120M2,P14_PMEN_ANEM10P,P14_NBPI_RPAPPART,P14_RPAPPART_ACH05,P14_SCOL30P,P14_RP_ACH70,P14_RP_ACH19,P14_RPMAISON_ACH45,C14_PMEN_CS5,NB_D221,DEC_PCHO14,C14_PMEN_MENSFAM,P14_RPAPPART_ACH11,P14_ACTOCC15P_ILT2,NB_A501,P14_NBPI_RP_ANEM0002,C14_NE24F3,NB_D208,P14_ANEM_RP_LOCHLMV,P14_RPAPPART_ACH70,P14_ACTOCC1524,NB_D233,P14_RP_120M2P,NB_B302,P14_NSAL15P,P14_POP_IMM,P14_MEN_ANEM10P,P14_SCOL2529,P14_ACTOCC15P_ILT3,NB_A402,NB_B301,P14_PHORMEN,P14_RPMAISON_ACH11,P14_SAL15P_TP,P14_RP_ACH90,P14_AINACT1564,P14_RPMAISON_ACH19,P14_RP_ACH45,C14_POP15P_CS3,P14_NSAL15P_EMPLOY,P14_RPMAISON_ACH70,C14_NE24F2,P14_POP15P,NB_E101,C14_ACT1564_CS2,P14_POP0205,P14_ACTOCC15P_ILT2P,NB_A504,DEC_PBEN14,NB_A301,C14_ACTOCC15P_DROU,P14_SAL15P_APPR,P14_RPAPPART_ACH90,P14_POP_ETR,P14_RP_GRAT,P14_ACTOCC15P_ILT5,P14_RP_2P,P14_NSCOL15P_SUP,P14_RP_80100M2,NB_D243,P14_RP_M30M2,C14_PMEN_CS6,C14_PMEN_CS8,NB_A401,NB_D201,NB_A505,P14_NPER_RP_LOC,P14_NSAL15P_INDEP,C14_ACTOCC1564_CS6,P14_CHOM5564,C14_ACTOCC15P_TCOM,P14_ACTOCC15P_ILT4,P14_NPER_RP_LOCHLMV,P14_SAL15P_EMPAID,C14_ACTOCC15P_MAR,,,,,,,,,,,,,,
diff --git a/predihood/main.py b/predihood/main.py
index 0bd2cabe39a49f0073d3169e9c94febd09be8167..d79b35353ff4e87fb00720fe4bd52349098f402f 100644
--- a/predihood/main.py
+++ b/predihood/main.py
@@ -46,15 +46,13 @@ def get_details_iris():
 
 @app.route('/algorithms.html', methods=["GET"])
 def get_algorithms_page():
-    # algorithms = ["DecisionTreeClassifier", "RandomForestRegressor", "KNeighborsClassifier", "SVC"]
-    # classifiers = [{"name": "DecisionTreeClassifier", "f1measure": 0.99}, {"name": "SVC", "f1measure": 0.95}, {"name": "RandomForestRegressor", "f1measure": 0.80}]
-    return render_template('algorithms.html')  # , algorithms=algorithms) #, classifiers=classifiers)
+    return render_template('algorithms.html')
 
 
 @app.route('/getClassifiers', methods=["GET"])
 def get_classifiers():
     """
-    Get list of avaiable classifiers (stored in AVAILABLE_CLASSIFIERS).
+    Get list of available classifiers (stored in AVAILABLE_CLASSIFIERS).
     :return: a list containing the names of the available classifiers.
     """
     return {"clfs": list(AVAILABLE_CLASSIFIERS.keys())}
@@ -80,6 +78,7 @@ def run_algorithm():
     train_size = parameters["train_size"]
     test_size = parameters["test_size"]
     remove_outliers = parameters["remove_outliers"]
+    remove_rural = parameters["remove_rural"]
 
     # 1. create an instance of classifier and tune it with user's parameters
     clf = get_classifier(clf_name)
@@ -89,7 +88,7 @@ def run_algorithm():
     # 2. run expe on data
     data = Data(normalize="density", filter=True)
     data.init_all_in_one()
-    accuracies = expe4(data, clf, train_size, test_size, remove_outliers)
+    accuracies = expe4(data, clf, train_size, test_size, remove_outliers, remove_rural)
     return {"results": accuracies, "tops_k": TOPS_K}
 
 
@@ -105,12 +104,6 @@ def predict_iris():
     return {"predictions": predictions}
 
 
-@app.route('/countAll', methods=["GET"])
-def count_all():
-    res = model.count_all()
-    return {"total": res}
-
-
 @app.route('/getIrisPolygon', methods=["GET"])
 def get_iris_for_polygon():
     lat1 = float(request.args['lat1'])
diff --git a/predihood/predict.py b/predihood/predict.py
index a8c08d5270853a9a043e1b5a991d74fcdebb600a..5025f4c01361871192f8ef7d8731908846c614b2 100644
--- a/predihood/predict.py
+++ b/predihood/predict.py
@@ -320,7 +320,9 @@ def expe3(data):
 
 
 @ignore_warnings(category=ConvergenceWarning)
-def expe4(data, clf, train_size, test_size, remove_outliers=False):
+def expe4(data, clf, train_size, test_size, remove_outliers=False, remove_rural=False):
+    print(clf.get_params())
+    print(clf)
     logging.debug("---------- EXPE 4 ----------")
     train_size, test_size = check_dataset_size(train_size, test_size)
 
@@ -329,13 +331,14 @@ def expe4(data, clf, train_size, test_size, remove_outliers=False):
 
     lists = get_selected_indicators_lists()
     results = {}
-    predictions = {}
     for j, env in enumerate(ENVIRONMENT_VARIABLES):
         results[env] = OrderedDict()
         logging.debug("--- %s ---", env)
 
         dataset = Dataset(data_not_filtered, env, selected_indicators=data_not_filtered.indicators, train_size=train_size, test_size=test_size, outliers=remove_outliers, _type='supervised')
         dataset.init_all_in_one()
+        if remove_rural:
+            dataset.remove_rural_iris()
 
         mean_classifier = 0.0
         algo = MethodPrediction(name="", dataset=dataset, classifier=clf)
@@ -343,27 +346,27 @@ def expe4(data, clf, train_size, test_size, remove_outliers=False):
         algo.compute_performance()
         results[env]["accuracy_none"] = algo.accuracy
         results[env]["accuracies"] = OrderedDict()
-        logging.debug("accuracy for %s without filtering: %f", env, algo.accuracy)
-        predictions[env] = []
+        logging.info("accuracy for %s without filtering: %f", env, algo.accuracy)
         for top_k, lst in lists.items():
             dataset = Dataset(data, env, selected_indicators=lst[env], train_size=train_size, test_size=test_size, outliers=remove_outliers, _type='supervised')
             dataset.init_all_in_one()
+            if remove_rural:
+                dataset.remove_rural_iris()
             algo2 = MethodPrediction(name='', dataset=dataset, classifier=clf)
             # logging.debug("size of X_train: %d", len(algo2.dataset.X_train.columns))
             # logging.debug(algo2.dataset.X_train.columns)
             algo2.fit()
             algo2.compute_performance()
-            predictions[env].append(algo2.predict("060440102"))
             # algo2.plot()
             mean_classifier += algo2.accuracy
             results[env]["accuracies"][str(top_k)] = algo2.accuracy
-            logging.debug("accuracy for %s with %d: %f", env, top_k, algo2.accuracy)
-        logging.debug("means:", results[env])
+            logging.info("accuracy for %s with %s: %f", env, top_k, algo2.accuracy)
+        print("means:", results[env])
         mean_classifier /= len(CLASSIFIERS)
         results[env]["mean"] = mean_classifier
-        logging.debug("mean for classifier: %f", mean_classifier)
+        logging.info("mean for classifier: %f", mean_classifier)
     results = OrderedDict(results)
-    logging.debug(results)
+    logging.info(results)
     return results
 
 
@@ -372,7 +375,7 @@ def expe5(data, clf, train_size, test_size, remove_outliers=False):
     Like expe 4 but with indicators selected by distribution.
     :return:
     """
-    logging.debug("---------- EXPE 4 ----------")
+    logging.debug("---------- EXPE 5 ----------")
     train_size, test_size = check_dataset_size(train_size, test_size)
 
     data_not_filtered = Data(normalize="density", filter=False)
@@ -472,21 +475,21 @@ if __name__ == '__main__':
     # Create data
     # data = Data(normalize=None, filter=False)
     # data.init_all_in_one()
-    #
+
     # data = Data(normalize="density", filter=False)
     # data.init_all_in_one()
-    #
-    # data = Data(normalize="pop", filter=False)
-    # data.init_all_in_one()
-    #
-    # data = Data(normalize=None, filter=True)
+
+    # data = Data(normalize="population", filter=False)
     # data.init_all_in_one()
-    #
+
     data = Data(normalize="density", filter=True)
     data.init_all_in_one()
-    predict_k_means(data, "692440102")
-    #
-    # data = Data(normalize="pop", filter=True)
+
+    # data = Data(normalize="density", filter=True)
+    # data.init_all_in_one()
+    # predict_k_means(data, "692440102")
+
+    # data = Data(normalize="population", filter=True)
     # data.init_all_in_one()
 
     # # Run expes on data
@@ -495,3 +498,6 @@ if __name__ == '__main__':
     # expe3(data)
     # expe4(data, RandomForestClassifier(), 0.8, 0.2)
     # expe5(data, RandomForestClassifier(), 0.8, 0.2)
+
+    # # run expe on data without rural iris
+    expe4(data, RandomForestClassifier(), 0.8, 0.2, False, False)
diff --git a/predihood/selection.py b/predihood/selection.py
index 77c09569a4fd2d3c18420980d5f607dc62ef9d4d..d42ee246505f7236ef84e878ce2759190341d9a0 100644
--- a/predihood/selection.py
+++ b/predihood/selection.py
@@ -33,7 +33,7 @@ def generate_all_data():
     """
     data = Data(normalize="density", filter=True)
     data.init_all_in_one()
-    data = Data(normalize="pop", filter=True)
+    data = Data(normalize="population", filter=True)
     data.init_all_in_one()
     data = Data(normalize=None, filter=True)
     data.init_all_in_one()
@@ -114,15 +114,32 @@ def generate_lists():
             best_indicators_FI_RF = fi_rf.best_indicators
 
             # c. merge best indicators from ET and RF
-            primary_FI = best_indicators_FI_ET  # [indicator[0] for indicator in best_indicators_FI_ET]
-            indic_ET = [best_indicators_FI_ET[i][0] for i in range(len(best_indicators_FI_ET))]
-            for i in range(len(best_indicators_FI_RF)):
-                # [['indic1', score1], ['indic2', score2], ...]
-                index_indicator_in_ET = indic_ET.index(best_indicators_FI_RF[i][0]) if best_indicators_FI_RF[i][0] in indic_ET else -1
-                if index_indicator_in_ET >= 0:
-                    primary_FI[index_indicator_in_ET][1] += best_indicators_FI_RF[i][1]
-                else:
-                    primary_FI.append(best_indicators_FI_RF[i])
+            best_indicators_FI_ET.extend(best_indicators_FI_RF)
+            all_selected_indicators = best_indicators_FI_ET  # all selected indicators, i.e. union between RF and ET
+            keys = set([element[0] for element in all_selected_indicators])  # store indicators' names selected
+            merged_indicators_temp = { key: 0 for key in keys }
+
+            for i in range(len(all_selected_indicators)):
+                indicator = all_selected_indicators[i]
+                merged_indicators_temp[indicator[0]] += indicator[1]  # adding score
+
+            # transform it into a list of sublists, e.g. [[indicator1, score1], ..., indicatorN, scoreN]]
+            merged_indicators = [[key, merged_indicators_temp[key]] for key in merged_indicators_temp]
+            primary_FI = merged_indicators
+
+            # OLD METHOD: does not take into account the score when merging
+            # primary_FI = best_indicators_FI_ET  # [indicator[0] for indicator in best_indicators_FI_ET]
+            # print(best_indicators_FI_ET)
+            # print(best_indicators_FI_RF)
+            # indic_ET = [best_indicators_FI_ET[i][0] for i in range(len(best_indicators_FI_ET))]
+            # for i in range(len(best_indicators_FI_RF)):
+            #     # [['indic1', score1], ['indic2', score2], ...]
+            #
+            #     index_indicator_in_ET = indic_ET.index(best_indicators_FI_RF[i][0]) if best_indicators_FI_RF[i][0] in indic_ET else -1
+            #     if index_indicator_in_ET >= 0:
+            #         primary_FI[index_indicator_in_ET][1] += best_indicators_FI_RF[i][1]
+            #     else:
+            #         primary_FI.append(best_indicators_FI_RF[i])
 
             # d. apply hierarchy on selected indicators to keep the best ancestors
             primary_indicators = apply_hierarchy(primary_FI, hierarchy)
@@ -174,9 +191,9 @@ def selection_by_distribution(dataset):
 if __name__ == '__main__':
     # generate_all_data()
 
-    # generate_lists()
+    generate_lists()
 
-    data = Data(normalize="density", filter=True)
-    data.init_all_in_one()
-    dataset = Dataset(data, "batiment", "unsupervised")
-    selection_by_distribution(dataset)
+    # data = Data(normalize="density", filter=True)
+    # data.init_all_in_one()
+    # dataset = Dataset(data, "batiment", "unsupervised")
+    # selection_by_distribution(dataset)
diff --git a/predihood/static/js/algorithms.js b/predihood/static/js/algorithms.js
index f276ca1b84df9e99009c8c3e5a8cc3c15ef0123f..278d11d30efa9245af3043e290e2728fd7a17277 100644
--- a/predihood/static/js/algorithms.js
+++ b/predihood/static/js/algorithms.js
@@ -79,6 +79,7 @@ $("#runBtn")
 		userParameters["train_size"] = $("#trainPercentage")[0].valueAsNumber;
 		userParameters["test_size"] = $("#testPercentage")[0].valueAsNumber;
 		userParameters["remove_outliers"] = $("#removeOutliers").prop("checked");
+		userParameters["remove_rural"] = $("#removeRural").prop("checked");
 		console.log(chosen_clf);
 		console.log(userParameters);
 		request_run = $.ajax({
diff --git a/predihood/templates/algorithms.html b/predihood/templates/algorithms.html
index f5f67d2d80572008e593e659a95cedd04b1970e6..9cf959cb3023bd630ed2b320fec7b4d849402035 100644
--- a/predihood/templates/algorithms.html
+++ b/predihood/templates/algorithms.html
@@ -59,6 +59,8 @@
                     <i class="fa fa-question-circle mr-3 text-primary fa-fw" title="True to remove outliers in the dataset, False else."></i>
                     Remove outliers
                     <input id="removeOutliers" type="checkbox" title="True to remove outliers, False else.">
+                    Remove rural
+                    <input id="removeRural" type="checkbox" title="True to remove rural IRIS, False else.">
                 </div>
             </li>
         </ul>