diff --git a/predihood/classes/.~lock.manual_assessment.csv# b/predihood/classes/.~lock.manual_assessment.csv#
new file mode 100644
index 0000000000000000000000000000000000000000..ba7f48ed5a7452abeb757bc2086fd7fbfa9ed851
--- /dev/null
+++ b/predihood/classes/.~lock.manual_assessment.csv#
@@ -0,0 +1 @@
+,nelly,MacBook-Pro.local,24.10.2020 14:06,file:///Users/nelly/Library/Application%20Support/LibreOffice/4;
\ No newline at end of file
diff --git a/predihood/classes/Data.py b/predihood/classes/Data.py
index 0b9eabdfc0effc9b0051022d2dcf906ffd129146..4b10e796110f2ccf9a6e663a6014841e3d094a55 100644
--- a/predihood/classes/Data.py
+++ b/predihood/classes/Data.py
@@ -67,16 +67,16 @@ class Data:
         """
         if self.add_assessment:
             if not os.path.exists(self.assessment_path):
-                print("HERE")
-                # self.create()
+                if os.path.exists(self.dataset_path):
+                    self.data = pd.read_csv(self.dataset_path)  # data is already created so just read it
+                else:
+                    self.create()  # data does not exist, need to create it
                 self.add_manually_assessed_iris()  # complete data with manually assessed IRIS
                 self.apply_normalization()
                 if self.filtering: self.apply_filtering()
             elif not os.path.exists(self.assessment_filtered_path):
-                print("THERE")
                 if self.filtering: self.apply_filtering()
             else:
-                print("NO")
                 self.read()
         else:
             if not os.path.exists(self.dataset_path):
@@ -312,18 +312,9 @@ class Data:
         else: self.data.to_csv(self.dataset_path, index=None)  # index=None: avoid line numbering
 
     def add_manually_assessed_iris(self):
-        print()
         print("ADD MANUAL ASSESSMENT")
         manually_assessed_iris = pd.read_csv(FILE_MANUAL_ASSESSMENT, header=0)
-        if self.data is None:
-            print("data is None")
-            self.read()
-            print(len(self.data))
-        else:
-            print("data exists")
-            print(len(self.data))
-            self.data = self.data.append(manually_assessed_iris)
-        print(len(self.data))
+        self.data = self.data.append(manually_assessed_iris)
         self.data["CODE"] = self.data["CODE"].astype(str)
         self.data.sort_values("CODE", inplace=True)
         self.fill_missing_values("median")
diff --git a/predihood/classes/manual_assessment.csv b/predihood/classes/manual_assessment.csv
index 409c662de93a364b76046fef1077936efaa86d7c..7a3c43a80587172e8fb86ab4184a73be65c2d3cf 100644
--- a/predihood/classes/manual_assessment.csv
+++ b/predihood/classes/manual_assessment.csv
@@ -7,3 +7,4 @@ CODE,AREA,DENSITY,P14_POP,P14_POP0002,P14_POP0305,P14_POP0610,P14_POP1117,P14_PO
 693870802,1.4270973321439402,2066.1538678688657,2948.6026726345417,132.19751943180952,107.69791928514984,181.2777831233633,297.5562461883288,514.4220698315735,650.1473246549572,593.6786874864895,164.29816180141273,218.84700388161187,88.47995694984536,594.7515302605975,871.9550477105456,625.9920325679788,480.0103235734134,219.2885131176149,156.60522540439135,841.4732329422122,1799.802478860872,307.32696083145726,1377.1709864470772,307.8214101032978,411.3771951584458,288.5096593719407,211.0806187150619,86.32251176246413,72.05959133586697,404.5203246196663,838.8075070384451,133.84315478896585,1571.4316861874645,286.93012015729965,460.57785255209984,337.4823731960381,268.9297048583515,132.9660013551508,84.5456340685244,436.952908322546,960.9949718224268,173.48380604249138,2353.851142373944,,43.38506602296976,299.21034420470465,398.5357965195864,454.5324959732176,263.1816676054389,299.6855599808917,595.320212067135,1069.3495763437795,,27.84470657872834,194.291820768548,148.11518597228388,106.3222797265564,243.32848963910308,134.51024474566393,214.93684891289587,1284.501566030165,,15.54035944424142,104.91852343615668,250.42061054730252,348.2102162466612,19.85317796633584,165.17531523522777,380.38336315423913,2560.106372810398,388.4962998241436,621.459014684118,2948.6026726345417,,1348.00077265565,1237.6834434523366,36.84578462163264,73.47154458168079,4.92376442424034,1330.992285827317,160.81039273385366,278.04780861847985,233.07743358426492,379.957342574439,185.7904659412991,3912.170274989448,4.92376442424034,19.69505769696136,1221.6820162480517,3872.334012237861,113.68627171922398,109.32922238054552,243.74316232647385,353.94137604319207,329.9470714052925,64.13376740262062,22.90257217498803,1236.6763831996052,3.02118075819399,6.98446835966117,266.8410932596382,583.2387693763536,342.6244795266644,33.96639191909382,4.92376442424034,,,,4.92376442424034,,,1221.6820162480517,3.02118075819399,5.97740810692984,266.8410932596382,573.2797036884566,338.59623851573906,33.96639191909382,1237.6834434523366,292.7972537137749,280.49896828598304,260.73912370996777,403.6480977426108,541.4993359407666,658.1835600517454,797.7181663070164,951.2016103350132,709.9536234829229,778.0709427515928,896.3524181711388,1527.793290583794,198.95093471256067,989.1593742915595,592.8372397517072,49.57313444821631,2948.6026726345417,482.0817617539221,2326.787245765726,1656.510450393666,139.7336651148935,11733.005018931017,1659.6200220197209,9776.9602115962,8503.78703551009,296.4247853150961,1200.746981148568,1028.775115377423,109.704126117625,99.20420195728856,,,,,,,587.0143524799815,759.3095622379183,613.4991904675975,145.81037177032078,,1.0,,,1.0,4.0,,,,,3.0,1.0,,,,3.0,,,1.0,,1.0,2.0,2.0,,55.88865096359743,33.51560719981773,9170.0,17702.0,26564.0,0.9826008360637216,5458.0,8024.0,10692.0,14130.0,20894.0,24496.0,28214.0,35580.0,6.51887138145841,9.42804971088571,0.3849540944,77.2,4.7,1.7,14.9,1.5,,4.0,,,,,,,2.0,,,,,,2.0,,5.0,6.0,3.0,,3.0,1.0,,,,1.0,,,,,,,,,,,1.0,,,,,,,,,2.0,1.0,1.0,,,,,,1.0,1.0,,,,,,,,1.0,1.0,,,,,,,2.0,14.0,1.0,2.0,,,,,,,,,,,,,1.0,2.0,,1.0,,,,,,,,,,,,,,,,,1.0,1.0,1.0,1.0,3.0,15.0,,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,2.0,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.0,,1.0,,,1.0,,,1.0,,4.0,2.0,,1.0,3.0,2.0,1.0,3.0,25.0,6.0,1.0,4.0,2046.5241815424868,638.4000075996274,1243.8260121414469,935.5064215548136,307.98946763623405,577.7347901092985,49.78216380928103,1111.0177599876731,330.4105399633934,666.0912220321482,114.5159979921317,1491.604280704292,265.5473685467934,1120.1752061359734,105.88170602152516,724.4531408600367,145.99931758629768,549.1823667628979,29.2714565108411,767.1511398442553,119.54805096049574,570.9928393730755,76.61024951068406,1238.4336219944926,195.36735277581064,949.624022499856,93.4422467188259,629.217716234781,113.5485600478881,487.4047599287832,28.26439625810977,609.2159057597116,81.81879272792256,462.2192625710729,65.17785046071613,253.17065870979943,70.18001577098276,170.55118363611743,12.43945930269925,95.23542462525572,157.9352340845437,554.9199008381945,211.05328069477682,343.86662014341783,385.604452042308,164.11580739481536,221.48864464749266,33.01512001059732,15.54035944424142,17.4747605663559,136.30032878528942,31.397113855720068,104.90321492956934,1491.604280704292,,43.38506602296976,294.7624135143979,397.5287362668551,454.5324959732176,258.73373691513217,1238.4336219944926,,42.37800577023843,285.2791815604345,365.9675455227765,351.33140357265347,193.4774855683897,1243.8886129375308,634.6727071778191,609.2159057597116,1149.067176963004,589.5113603021093,559.5558166608945,94.82143597452684,45.16134687570976,49.66008909881708,242.8194530502564,235.87600706094003,69.66315966670439,166.21284739423564,6.94344598931638,907.5869370160718,162.02990843502477,31.93429699350187,10.94775596112835,36.56827855727706,69.96417735940274,24.8572586151241,,831.8726062745104,412.0160066630202,348.1989729174089,37.71315930191218,20.46643663280254,5.63743781089659,1243.8886129375308,96.2871385099745,169.3131113366294,54.18642067515013,413.7501553850843,510.3517870306924,1.0,1.0,,,1.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.0,,,,2.0,1.0,,1.0,1237.6834434523366,449.3850307012938,213.73583926782536,235.6491914334684,79.57388615246882,708.724526598574,209.6835477040558,351.5402885214877,147.50069037303047,2948.6026726345417,449.3850307012938,213.73583926782536,235.6491914334684,185.51839425190704,2313.6992476813407,440.658145425787,1400.5312071326384,472.50989512291545,2353.851142373944,383.14516568302463,2353.851142373944,638.4000075996275,1243.8260121414467,383.14516568302463,88.47995694984536,449.3850307012937,151.56440359141317,179.44406900079198,76.49275605228368,41.88380205680487,783.4457374786696,1570.4054048952746,,40.36388526477577,192.5716839703601,187.4172150406639,191.70268464574733,192.67512901499103,215.67996178607103,217.2728837297273,,155.5559369969998,478.3397784379584,420.1191992872846,508.7953896028518,640.5499264991513,395.480708956673,349.7617328536226,714.7019347055038,351.5402885214877,153.47809847996032,209.6835477040558,264.73825558851644,154.85172667604786,192.64329896590232,82.56333101912986,19.90532245590739,157.48564415404425,173.57830842027485,123.977937768054,233.55504011091816,1481.8960946633986,119.61496142395734,176.8298524330565,173.57830842027485,119.00758991385548,345.7077234668744,53.21246911977608,49.17505045060683,1786.7483094228312,602.7284972085661,354.493223298353,220.07302707009416,609.4535618458181,800.7491884505105,271.36060730410355,159.19195050931387,109.19454512965255,261.0020855074404,985.9991209723208,331.36788990446246,195.3012727890391,110.8784819404416,348.4514763383777,,,,Houses,Housing,Urban,Central,Centre,Lower
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diff --git a/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv b/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d642020769f1de1d73bee32f1b65ef8289eba19
--- /dev/null
+++ b/predihood/generated_files/datasets/data_density_filtered_with_assessment.csv
@@ -0,0 +1,278 @@
+CODE,AREA,DENSITY,P14_POP,P14_POP0002,P14_POP0305,P14_POP0610,P14_POP1117,P14_POP1824,P14_POP2539,P14_POP4054,P14_POP5564,P14_POP6579,P14_POP80P,P14_POP0014,P14_POP1529,P14_POP3044,P14_POP4559,P14_POP6074,P14_POP75P,P14_POP0019,P14_POP2064,P14_POP65P,P14_F1529,P14_F3044,C14_POP15P,C14_POP15P_CS1,C14_POP15P_CS2,C14_POP15P_CS3,C14_POP15P_CS4,C14_POP15P_CS5,C14_POP15P_CS6,C14_POP15P_CS7,C14_POP15P_CS8,P14_POP_FR,P14_POP_ETR,P14_POP_IMM,P14_PMEN,P14_PHORMEN,P14_LOG,P14_RP,P14_RSECOCC,P14_LOGVAC,P14_MAISON,P14_APPART,P14_RP_1P,P14_RP_2P,P14_RP_3P,P14_RP_4P,P14_RP_5PP,P14_NBPI_RP,P14_RPMAISON,P14_NBPI_RPMAISON,P14_RPAPPART,P14_NBPI_RPAPPART,P14_RP_M30M2,P14_RP_3040M2,P14_RP_4060M2,P14_RP_6080M2,P14_RP_80100M2,P14_RP_100120M2,P14_RP_120M2P,P14_RP_ACHTOT,P14_RP_ACH19,P14_RP_ACH45,P14_RP_ACH70,P14_RP_ACH90,P14_RP_ACH05,P14_RP_ACH11,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH19,P14_RPMAISON_ACH45,P14_RPMAISON_ACH70,P14_RPMAISON_ACH90,P14_RPMAISON_ACH05,P14_RPMAISON_ACH11,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH19,P14_RPAPPART_ACH45,P14_RPAPPART_ACH70,P14_RPAPPART_ACH90,P14_RPAPPART_ACH05,P14_RPAPPART_ACH11,P14_MEN,P14_MEN_ANEM0002,P14_MEN_ANEM0204,P14_MEN_ANEM0509,P14_MEN_ANEM10P,P14_PMEN_ANEM0002,P14_PMEN_ANEM0204,P14_PMEN_ANEM0509,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0204,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,P14_RP_PROP,P14_RP_LOC,P14_RP_LOCHLMV,P14_RP_GRAT,P14_NPER_RP,P14_NPER_RP_PROP,P14_NPER_RP_LOC,P14_NPER_RP_LOCHLMV,P14_NPER_RP_GRAT,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_ANEM_RP_LOC,P14_ANEM_RP_LOCHLMV,P14_ANEM_RP_GRAT,P14_RP_SDB,P14_RP_CCCOLL,P14_RP_CCIND,P14_RP_CINDELEC,P14_RP_GARL,P14_RP_VOIT1P,P14_RP_VOIT1,P14_RP_VOIT2P,NB_B101,NB_B102,NB_B103,NB_B201,NB_B202,NB_B203,NB_B204,NB_B205,NB_B206,NB_B301,NB_B302,NB_B303,NB_B304,NB_B305,NB_B306,NB_B307,NB_B308,NB_B309,NB_B310,NB_B311,NB_B312,NB_B313,NB_B315,DEC_PIMP14,DEC_TP6014,DEC_Q114,DEC_MED14,DEC_Q314,DEC_EQ14,DEC_D114,DEC_D214,DEC_D314,DEC_D414,DEC_D614,DEC_D714,DEC_D814,DEC_D914,DEC_RD14,DEC_S80S2014,DEC_GI14,DEC_PTSA14,DEC_PCHO14,DEC_PBEN14,DEC_PPEN14,DEC_PAUT14,note,NB_D201,NB_D202,NB_D203,NB_D204,NB_D205,NB_D206,NB_D207,NB_D208,NB_D209,NB_D210,NB_D211,NB_D212,NB_D213,NB_D221,NB_D231,NB_D232,NB_D233,NB_D235,NB_D236,NB_D237,NB_D238,NB_D239,NB_D240,NB_D242,NB_D243,C401,C402,C403,C409,C501,C502,C503,C504,C509,C601,C602,C604,C609,C701,C702,C101,C104,C105,NB_F101,NB_F102,NB_F103,NB_F104,NB_F106,NB_F107,NB_F108,NB_F110,NB_F111,NB_F112,NB_F113,NB_F114,NB_F116,NB_F117,NB_F118,NB_F120,NB_F121,NB_F202,NB_F203,NB_F302,NB_F303,NB_F304,NB_F305,NB_A101,NB_A104,NB_A105,NB_A106,NB_A107,NB_A108,NB_A109,NB_A115,NB_A119,NB_A120,NB_A121,NB_A122,NB_A123,NB_A124,NB_A203,NB_A205,NB_A206,NB_A301,NB_A302,NB_A303,NB_A304,NB_A401,NB_A402,NB_A403,NB_A404,NB_A405,NB_A406,NB_A501,NB_A502,NB_A503,NB_A504,NB_A505,NB_A506,NB_A507,P14_POP1564,P14_POP1524,P14_POP2554,P14_ACT1564,P14_ACT1524,P14_ACT2554,P14_ACT5564,P14_ACTOCC1564,P14_ACTOCC1524,P14_ACTOCC2554,P14_ACTOCC5564,P14_CHOM1564,P14_CHOM1524,P14_CHOM2554,P14_CHOM5564,P14_INACT1564,P14_ETUD1564,P14_RETR1564,P14_AINACT1564,C14_ACT1564,C14_ACT1564_CS1,C14_ACT1564_CS2,C14_ACT1564_CS3,C14_ACT1564_CS4,C14_ACT1564_CS5,C14_ACT1564_CS6,C14_ACTOCC1564,C14_ACTOCC1564_CS1,C14_ACTOCC1564_CS2,C14_ACTOCC1564_CS3,C14_ACTOCC1564_CS4,C14_ACTOCC1564_CS5,C14_ACTOCC1564_CS6,P14_ACTOCC15P,P14_SAL15P,P14_NSAL15P,P14_ACTOCC15P_TP,P14_SAL15P_TP,P14_NSAL15P_TP,P14_SAL15P_CDI,P14_SAL15P_CDD,P14_SAL15P_INTERIM,P14_SAL15P_EMPAID,P14_SAL15P_APPR,P14_NSAL15P_INDEP,P14_NSAL15P_EMPLOY,P14_NSAL15P_AIDFAM,P14_ACTOCC15P_ILT1,P14_ACTOCC15P_ILT2P,P14_ACTOCC15P_ILT2,P14_ACTOCC15P_ILT3,P14_ACTOCC15P_ILT4,P14_ACTOCC15P_ILT5,C14_ACTOCC15P,C14_ACTOCC15P_PAS,C14_ACTOCC15P_MAR,C14_ACTOCC15P_DROU,C14_ACTOCC15P_VOIT,C14_ACTOCC15P_TCOM,C201,C301,C302,C303,C305,NB_D401,NB_D402,NB_D403,NB_D404,NB_D405,NB_D601,NB_D602,NB_D603,NB_D604,NB_D605,NB_D606,NB_D701,NB_D702,NB_D703,NB_D709,NB_E101,NB_E103,NB_E106,NB_G101,NB_G102,NB_G103,NB_G104,C14_MEN,C14_MENPSEUL,C14_MENHSEUL,C14_MENFSEUL,C14_MENSFAM,C14_MENFAM,C14_MENCOUPSENF,C14_MENCOUPAENF,C14_MENFAMMONO,C14_PMEN,C14_PMEN_MENPSEUL,C14_PMEN_MENHSEUL,C14_PMEN_MENFSEUL,C14_PMEN_MENSFAM,C14_PMEN_MENFAM,C14_PMEN_MENCOUPSENF,C14_PMEN_MENCOUPAENF,C14_PMEN_MENFAMMONO,P14_POP15P,P14_POP5579,P14_POPMEN15P,P14_POPMEN1524,P14_POPMEN2554,P14_POPMEN5579,P14_POPMEN80P,P14_POP1524_PSEUL,P14_POP15P_MARIEE,P14_POP15P_NONMARIEE,C14_MEN_CS1,C14_MEN_CS2,C14_MEN_CS3,C14_MEN_CS4,C14_MEN_CS5,C14_MEN_CS6,C14_MEN_CS7,C14_MEN_CS8,C14_PMEN_CS1,C14_PMEN_CS2,C14_PMEN_CS3,C14_PMEN_CS4,C14_PMEN_CS5,C14_PMEN_CS6,C14_PMEN_CS7,C14_PMEN_CS8,C14_FAM,C14_COUPAENF,C14_FAMMONO,C14_COUPSENF,C14_NE24F0,C14_NE24F1,C14_NE24F2,C14_NE24F3,C14_NE24F4P,P14_POP0205,P14_POP1114,P14_POP1517,P14_POP2529,P14_POP30P,P14_SCOL0205,P14_SCOL0610,P14_SCOL1114,P14_SCOL1517,P14_SCOL1824,P14_SCOL2529,P14_SCOL30P,P14_NSCOL15P,P14_NSCOL15P_DIPLMIN,P14_NSCOL15P_CAPBEP,P14_NSCOL15P_BAC,P14_NSCOL15P_SUP,building_type,building_usage,landscape,morphological_position,geographical_position,social_class
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subdivisions,Housing,Countryside,Peri-urban,North,Upper middle
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subdivisions,Housing,Countryside,Peri-urban,East,Middle
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activities,Forest,Peri-urban,North,Middle
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper middle
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activities,Green areas,Urban,Centre,Middle
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subdivisions,Housing,Green areas,Peri-urban,North West,Middle
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areas,Peri-urban,North,Upper
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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subdivisions,Other activities,Green areas,Peri-urban,East,Upper middle
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estates,Other activities,Urban,Central,West,Middle
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activities,Green areas,Urban,North,Upper middle
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subdivisions,Housing,Forest,Peri-urban,North,Middle
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subdivisions,Housing,Forest,Peri-urban,North,Upper
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activities,Green areas,Urban,Centre,Middle
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estates,Shopping,Green areas,Urban,West,Lower
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper
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activities,Forest,Peri-urban,East,Upper middle
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East,Upper middle
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areas,Peri-urban,South West,Upper middle
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estates,Housing,Green areas,Peri-urban,South,Lower middle
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areas,Peri-urban,South,Middle
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activities,Urban,Peri-urban,East,Middle
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subdivisions,Housing,Green areas,Peri-urban,East,Upper middle
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activities,Green areas,Peri-urban,North,Upper middle
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East,Upper middle
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estates,Housing,Urban,Urban,North West,Middle
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subdivisions,Housing,Green areas,Peri-urban,South,Upper
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subdivisions,Housing,Countryside,Peri-urban,West,Upper middle
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areas,Peri-urban,North East,Upper middle
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activities,Forest,Peri-urban,North East,Upper middle
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East,Lower middle
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areas,Urban,Centre,Middle
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activities,Green areas,Urban,South West,Lower
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activities,Green areas,Urban,North,Lower middle
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areas,Peri-urban,West,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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East,Middle
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subdivisions,Housing,Forest,Peri-urban,North,Upper middle
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subdivisions,Housing,Countryside,Peri-urban,South,Middle
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activities,Urban,Urban,East,Upper middle
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subdivisions,Other activities,Green areas,Peri-urban,East,Middle
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activities,Green areas,Urban,Centre,Middle
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West,Middle
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middle
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subdivisions,Other activities,Green areas,Peri-urban,West,Upper middle
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subdivisions,Housing,Forest,Peri-urban,South,Upper
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areas,Peri-urban,North East,Upper middle
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areas,Central,Centre,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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areas,Urban,South East,Middle
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West,Upper middle
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areas,Peri-urban,West,Upper middle
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areas,Urban,South East,Middle
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activities,Green areas,Central,East,Upper middle
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estates,Shopping,Green areas,Central,East,Upper middle
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areas,Peri-urban,South East,Upper middle
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estates,Housing,Green areas,Urban,South East,Lower middle
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activities,Green areas,Urban,South East,Middle
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subdivisions,Housing,Green areas,Peri-urban,North,Upper middle
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areas,Urban,East,Upper middle
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subdivisions,Housing,Countryside,Peri-urban,North,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North East,Middle
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activities,Green areas,Urban,South,Upper middle
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activities,Green areas,Urban,Centre,Middle
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areas,Peri-urban,West,Upper middle
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areas,Central,East,Upper middle
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East,Lower middle
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activities,Green areas,Peri-urban,East,Upper middle
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West,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,South East,Upper middle
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areas,Central,Centre,Middle
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subdivisions,Other activities,Green areas,Peri-urban,North East,Upper middle
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subdivisions,Housing,Green areas,Urban,South East,Upper middle
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subdivisions,Housing,Green areas,Peri-urban,North,Lower middle
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subdivisions,Housing,Green areas,Peri-urban,East,Upper middle
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middle
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estates,Housing,Green areas,Urban,South,Lower
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areas,Peri-urban,West,Upper middle
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diff --git a/predihood/generated_files/datasets/data_densitywith_assessment.csv b/predihood/generated_files/datasets/data_densitywith_assessment.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e67a7c11add518a1590a90a0a18f79d00dcf44a6
--- /dev/null
+++ b/predihood/generated_files/datasets/data_densitywith_assessment.csv
@@ -0,0 +1,278 @@
+CODE,AREA,DENSITY,P14_POP,P14_POP0002,P14_POP0305,P14_POP0610,P14_POP1117,P14_POP1824,P14_POP2539,P14_POP4054,P14_POP5564,P14_POP6579,P14_POP80P,P14_POP0014,P14_POP1529,P14_POP3044,P14_POP4559,P14_POP6074,P14_POP75P,P14_POP0019,P14_POP2064,P14_POP65P,P14_POPH,P14_H0014,P14_H1529,P14_H3044,P14_H4559,P14_H6074,P14_H75P,P14_H0019,P14_H2064,P14_H65P,P14_POPF,P14_F0014,P14_F1529,P14_F3044,P14_F4559,P14_F6074,P14_F75P,P14_F0019,P14_F2064,P14_F65P,C14_POP15P,C14_POP15P_CS1,C14_POP15P_CS2,C14_POP15P_CS3,C14_POP15P_CS4,C14_POP15P_CS5,C14_POP15P_CS6,C14_POP15P_CS7,C14_POP15P_CS8,C14_H15P,C14_H15P_CS1,C14_H15P_CS2,C14_H15P_CS3,C14_H15P_CS4,C14_H15P_CS5,C14_H15P_CS6,C14_H15P_CS7,C14_H15P_CS8,C14_F15P,C14_F15P_CS1,C14_F15P_CS2,C14_F15P_CS3,C14_F15P_CS4,C14_F15P_CS5,C14_F15P_CS6,C14_F15P_CS7,C14_F15P_CS8,P14_POP_FR,P14_POP_ETR,P14_POP_IMM,P14_PMEN,P14_PHORMEN,P14_LOG,P14_RP,P14_RSECOCC,P14_LOGVAC,P14_MAISON,P14_APPART,P14_RP_1P,P14_RP_2P,P14_RP_3P,P14_RP_4P,P14_RP_5PP,P14_NBPI_RP,P14_RPMAISON,P14_NBPI_RPMAISON,P14_RPAPPART,P14_NBPI_RPAPPART,P14_RP_M30M2,P14_RP_3040M2,P14_RP_4060M2,P14_RP_6080M2,P14_RP_80100M2,P14_RP_100120M2,P14_RP_120M2P,P14_RP_ACHTOT,P14_RP_ACH19,P14_RP_ACH45,P14_RP_ACH70,P14_RP_ACH90,P14_RP_ACH05,P14_RP_ACH11,P14_RPMAISON_ACHTOT,P14_RPMAISON_ACH19,P14_RPMAISON_ACH45,P14_RPMAISON_ACH70,P14_RPMAISON_ACH90,P14_RPMAISON_ACH05,P14_RPMAISON_ACH11,P14_RPAPPART_ACHTOT,P14_RPAPPART_ACH19,P14_RPAPPART_ACH45,P14_RPAPPART_ACH70,P14_RPAPPART_ACH90,P14_RPAPPART_ACH05,P14_RPAPPART_ACH11,P14_MEN,P14_MEN_ANEM0002,P14_MEN_ANEM0204,P14_MEN_ANEM0509,P14_MEN_ANEM10P,P14_PMEN_ANEM0002,P14_PMEN_ANEM0204,P14_PMEN_ANEM0509,P14_PMEN_ANEM10P,P14_NBPI_RP_ANEM0002,P14_NBPI_RP_ANEM0204,P14_NBPI_RP_ANEM0509,P14_NBPI_RP_ANEM10P,P14_RP_PROP,P14_RP_LOC,P14_RP_LOCHLMV,P14_RP_GRAT,P14_NPER_RP,P14_NPER_RP_PROP,P14_NPER_RP_LOC,P14_NPER_RP_LOCHLMV,P14_NPER_RP_GRAT,P14_ANEM_RP,P14_ANEM_RP_PROP,P14_ANEM_RP_LOC,P14_ANEM_RP_LOCHLMV,P14_ANEM_RP_GRAT,P14_RP_SDB,P14_RP_CCCOLL,P14_RP_CCIND,P14_RP_CINDELEC,P14_RP_GARL,P14_RP_VOIT1P,P14_RP_VOIT1,P14_RP_VOIT2P,NB_B101,NB_B102,NB_B103,NB_B201,NB_B202,NB_B203,NB_B204,NB_B205,NB_B206,NB_B301,NB_B302,NB_B303,NB_B304,NB_B305,NB_B306,NB_B307,NB_B308,NB_B309,NB_B310,NB_B311,NB_B312,NB_B313,NB_B315,DEC_PIMP14,DEC_TP6014,DEC_Q114,DEC_MED14,DEC_Q314,DEC_EQ14,DEC_D114,DEC_D214,DEC_D314,DEC_D414,DEC_D614,DEC_D714,DEC_D814,DEC_D914,DEC_RD14,DEC_S80S2014,DEC_GI14,DEC_PTSA14,DEC_PCHO14,DEC_PBEN14,DEC_PPEN14,DEC_PAUT14,note,NB_D201,NB_D202,NB_D203,NB_D204,NB_D205,NB_D206,NB_D207,NB_D208,NB_D209,NB_D210,NB_D211,NB_D212,NB_D213,NB_D221,NB_D231,NB_D232,NB_D233,NB_D235,NB_D236,NB_D237,NB_D238,NB_D239,NB_D240,NB_D242,NB_D243,C401,C402,C403,C409,C501,C502,C503,C504,C509,C601,C602,C604,C609,C701,C702,C101,C101_NB_CANT,C101_NB_EP,C104,C104_NB_CANT,C104_NB_PELEM,C104_NB_EP,C105,C105_NB_PELEM,NB_F101,NB_F101_NB_AIREJEU,NB_F101_NB_COU,NB_F101_NB_ECL,NB_F102,NB_F102_NB_AIREJEU,NB_F102_NB_COU,NB_F102_NB_ECL,NB_F103,NB_F103_NB_AIREJEU,NB_F103_NB_COU,NB_F103_NB_ECL,NB_F104,NB_F104_NB_AIREJEU,NB_F106,NB_F106_NB_AIREJEU,NB_F106_NB_COU,NB_F106_NB_ECL,NB_F107,NB_F107_NB_AIREJEU,NB_F107_NB_COU,NB_F107_NB_ECL,NB_F108,NB_F108_NB_AIREJEU,NB_F108_NB_COU,NB_F108_NB_ECL,NB_F110,NB_F110_NB_AIREJEU,NB_F110_NB_COU,NB_F110_NB_ECL,NB_F111,NB_F111_NB_AIREJEU,NB_F111_NB_ECL,NB_F112,NB_F112_NB_AIREJEU,NB_F112_NB_COU,NB_F112_NB_ECL,NB_F113,NB_F113_NB_AIREJEU,NB_F113_NB_COU,NB_F113_NB_ECL,NB_F114,NB_F114_NB_AIREJEU,NB_F114_NB_COU,NB_F114_NB_ECL,NB_F116,NB_F116_NB_AIREJEU,NB_F116_NB_COU,NB_F116_NB_ECL,NB_F117,NB_F117_NB_AIREJEU,NB_F117_NB_ECL,NB_F118,NB_F118_NB_AIREJEU,NB_F120,NB_F120_NB_AIREJEU,NB_F120_NB_COU,NB_F120_NB_ECL,NB_F121,NB_F121_NB_AIREJEU,NB_F121_NB_COU,NB_F121_NB_ECL,NB_F202,NB_F202_NB_AIREJEU,NB_F203,NB_F203_NB_AIREJEU,NB_F302,NB_F302_NB_SALLES,NB_F303,NB_F303_NB_SALLES,NB_F304,NB_F305,NB_A101,NB_A104,NB_A105,NB_A106,NB_A107,NB_A108,NB_A109,NB_A115,NB_A119,NB_A120,NB_A121,NB_A122,NB_A123,NB_A124,NB_A203,NB_A205,NB_A206,NB_A301,NB_A302,NB_A303,NB_A304,NB_A401,NB_A402,NB_A403,NB_A404,NB_A405,NB_A406,NB_A501,NB_A502,NB_A503,NB_A504,NB_A505,NB_A506,NB_A507,P14_POP1564,P14_POP1524,P14_POP2554,P14_H1564,P14_H1524,P14_H2554,P14_H5564,P14_F1564,P14_F1524,P14_F2554,P14_F5564,P14_ACT1564,P14_ACT1524,P14_ACT2554,P14_ACT5564,P14_HACT1564,P14_HACT1524,P14_HACT2554,P14_HACT5564,P14_FACT1564,P14_FACT1524,P14_FACT2554,P14_FACT5564,P14_ACTOCC1564,P14_ACTOCC1524,P14_ACTOCC2554,P14_ACTOCC5564,P14_HACTOCC1564,P14_HACTOCC1524,P14_HACTOCC2554,P14_HACTOCC5564,P14_FACTOCC1564,P14_FACTOCC1524,P14_FACTOCC2554,P14_FACTOCC5564,P14_CHOM1564,P14_CHOM1524,P14_CHOM2554,P14_CHOM5564,P14_HCHOM1564,P14_FCHOM1564,P14_INACT1564,P14_HINACT1564,P14_FINACT1564,P14_ETUD1564,P14_HETUD1564,P14_FETUD1564,P14_RETR1564,P14_HRETR1564,P14_FRETR1564,P14_AINACT1564,P14_HAINACT1564,P14_FAINACT1564,C14_ACT1564,C14_ACT1564_CS1,C14_ACT1564_CS2,C14_ACT1564_CS3,C14_ACT1564_CS4,C14_ACT1564_CS5,C14_ACT1564_CS6,C14_ACTOCC1564,C14_ACTOCC1564_CS1,C14_ACTOCC1564_CS2,C14_ACTOCC1564_CS3,C14_ACTOCC15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activities,Green areas,Urban,South West,Lower,0.00020209405745653968
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activities,Green areas,Central,East,Upper middle,7.352814400820965e-05
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activities,Green areas,Central,East,Upper middle,6.205082887272958e-05
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