diff --git a/notebooks/data/bar_data.tsv b/notebooks/data/bar_data.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..24676caa9243ffea9c623412d8331839fed6cf9e
--- /dev/null
+++ b/notebooks/data/bar_data.tsv
@@ -0,0 +1,23 @@
+# generated with fooo software version 12bis
+# 2021/02/31
+cond1	cond2	cond3	control
+14.644417316782045	2.9453091400880465	24.81171864537413	5.114340165446571
+12.071043262601615	4.406424332565544	21.574601309211538	2.5071180945299716
+8.22746914709182	3.1852515050248806	20.651622951732826	4.449592659096083
+8.980799267050571	9.233559928496131	24.859737015171184	4.127918884772492
+9.080358618317588	5.6291920085265135	18.443503656148863	4.268572385815164
+7.694230104854875	6.503020711301696	18.642541613874208	3.5498483909671847
+7.599781675347266	0.7177137140372931	18.03202862910317	3.1828829793978084
+11.698701634107119	5.233623279246819	23.233583470920532	4.551872236377363
+12.85118587601311	4.164908508298177	16.777059698760876	4.012697826284397
+10.222007465214453	3.8530606053667746	18.405248139687373	4.903494599422023
+9.035341050392997	9.868423421164657	10.61345524543305	3.117720428019477
+11.834986953457499	4.963792795860263	19.390888914271695	5.255737684774923
+16.631862710777938	5.160719789626399	22.031801649843125	3.458114946454981
+7.022382345586635	5.477115208396248	20.53377003464508	3.891374022263035
+11.985764144031462	3.361795864423141	23.416100873409878	3.828626778977407
+10.59188104130614	3.77317240684574	23.904882625215564	3.1120633325977027
+15.35918866611064	4.036201248179169	17.908928899888497	3.939218000053589
+7.7070476362557825	7.2307829291524195	20.88685879579244	3.021976077990768
+13.369820519999111	1.265825280316033	17.216926090913454	3.3039869741919916
+17.400218295628783	7.277575910141663	13.258902467740844	4.05865692313663
diff --git a/notebooks/data/blast.txt b/notebooks/data/blast.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a19a678d2f76629cd1cca6f086223c0a7be3501
--- /dev/null
+++ b/notebooks/data/blast.txt
@@ -0,0 +1,176 @@
+AK1BA_HUMAN	sp|O60218|AK1BA_HUMAN	100.00	316	0	0	1	316	1	316	0.0	 654
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+AK1BA_HUMAN	sp|Q5RJP0|ALD1_RAT	78.16	316	69	0	1	316	1	316	2e-177	 501
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+AK1BA_HUMAN	sp|P07943|ALDR_RAT	71.11	315	91	0	1	315	1	315	3e-161	 459
+AK1BA_HUMAN	sp|P15121|ALDR_HUMAN	70.57	316	93	0	1	316	1	316	1e-160	 458
+AK1BA_HUMAN	sp|P45376|ALDR_MOUSE	70.48	315	93	0	1	315	1	315	2e-160	 457
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+AK1BA_HUMAN	sp|Q1XAA8|AK1CN_HORSE	47.94	315	161	1	5	316	8	322	1e-100	 305
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+AK1BA_HUMAN	sp|Q95JH5|AK1C4_MACFA	47.47	316	162	2	5	316	8	323	3e-100	 304
+AK1BA_HUMAN	sp|P52897|PGFS2_BOVIN	48.38	308	155	2	13	316	16	323	4e-100	 304
+AK1BA_HUMAN	sp|Q95JH4|AK1C4_MACFU	47.15	316	163	2	5	316	8	323	8e-100	 303
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+AK1BA_HUMAN	sp|Q95JH6|AK1C1_MACFU	47.78	316	161	2	5	316	8	323	1e-99	 303
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+AK1BA_HUMAN	sp|H9JTG9|AK2E4_BOMMO	39.56	316	169	5	2	311	5	304	2e-69	 224
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diff --git a/notebooks/data/data_for_plt.csv b/notebooks/data/data_for_plt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..420ce5b4ed200b1bab74ddd917dfac82b7ce12c0
--- /dev/null
+++ b/notebooks/data/data_for_plt.csv
@@ -0,0 +1,4743 @@
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diff --git a/notebooks/data/mi.csv b/notebooks/data/mi.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d1d0f68047bb773cfce0adeea5c10ecfcc80d27
--- /dev/null
+++ b/notebooks/data/mi.csv
@@ -0,0 +1,817 @@
+"","Age","OwnsHouse","PhysicalActivity","Sex","LivesWithPartner","LivesWithKids","BornInCity","Inbreeding","BMI","CMVPositiveSerology","FluIgG","MetabolicScore","LowAppetite","TroubleConcentrating","TroubleSleeping","HoursOfSleep","Listless","UsesCannabis","RecentPersonalCrisis","Smoking","Employed","Education","DustExposure","Income","HadMeasles","HadRubella","HadChickenPox","HadMumps","HadTonsillectomy","HadAppendicectomy","VaccineHepA","VaccineMMR","VaccineTyphoid","VaccineWhoopingCough","VaccineYellowFever","VaccineHepB","VaccineFlu","SUBJID","DepressionScore","HeartRate","Temperature","HourOfSampling","DayOfSampling"
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+"3",23.67,"Yes",0,"Female","Yes","No","Yes",117.254,22.18,"No",0.332944259050367,2,0,0,1,6.5,3,"Yes","No","Active","Yes","Baccalaureat","Current","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",4,0,62,36.9,8.667,"40"
+"4",21.17,"No",0.5,"Female","No","No","No",94.1796,18.68,"No",0.404885864885734,0,0,0,2,10,3,"No","No","Never","No","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",5,1,64,36,9.883,"40"
+"5",26.17,"Yes",1.5,"Female","No","No","Yes",105.125,29.01,"No",-0.30378160665476,1,0,0,1,9,0,"No","No","Never","Yes","Baccalaureat","No","[0-1000]","No","No","No","No","No","No","No","No","No","Yes","No","Yes","No",8,0,67,36.7,8.55,"81"
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+"7",26.42,"No",4,"Female","Yes","No","Yes",98.4315,22.59,"No",0.395556287988648,1,0,0,0,8,0,"Yes","No","Active","Yes","Vocational","Past","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",11,0,61,36.8,9.05,"82"
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+"10",23.25,"Yes",1.5,"Female","No","No","No",65.9695,23.04,"No",-0.0882238338229637,1,0,0,3,7,3,"Yes","No","Never","No","PhD","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",19,1,58,36.8,9.233,"110"
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+"12",24.25,"Yes",0,"Female","No","No","Yes",86.9168,19.31,"Yes",-0.349493379600581,0,0,0,3,7,3,"Yes","No","Active","Yes","PhD","No","(1000-2000]","No","No","Yes","No","No","No","Yes","No","No","No","Yes","No","No",21,0,65,36.5,9.083,"131"
+"13",25.83,"No",0.5,"Female","Yes","Yes","Yes",96.4524,24.97,"No",0.199184764980413,3,0,0,1,8,8,"No","Yes","Ex","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",22,0,63,36.4,8.467,"136"
+"14",22.75,"Yes",0.75,"Female","Yes","No","Yes",86.4939,18.82,"No",-0.00576323409774243,0,0,0,1,9,3,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",23,0,68,37,8.733,"136"
+"15",25.75,"Yes",0.333,"Female","Yes","Yes","Yes",103.485,28.66,"No",0.102920543142508,2,3,0,1,8,3,"No","No","Active","No","Vocational","Current","(1000-2000]","No","No","Yes","No","Yes","No","No","Yes","No","No","Yes","Yes","No",24,0,70,36.7,9.05,"137"
+"16",22,"No",0.5,"Female","No","No","Yes",87.0198,27.45,"No",0.167556512795831,1,3,0,1,8,3,"No","Yes","Never","No","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",25,3,64,36.3,9.3,"137"
+"17",25.33,"Yes",0,"Female","No","No","Yes",73.1159,19.57,"No",-0.0362121726544447,0,0,0,2,9,3,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",26,0,66,36.6,9.8,"138"
+"18",20.5,"Yes",0,"Female","No","No","No",93.481,21.15,"No",-0.032255020157028,1,0,0,2,9,0,"Yes","Yes","Never","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",27,1,67,37.1,8.95,"138"
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+"25",24.33,"Yes",4.5,"Female","Yes","No","Yes",117.368,28.19,"No",0.17578638401199,1,0,0,3,9,0,"No","No","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",34,2,59,36.6,9.583,"145"
+"26",24,"Yes",3,"Female","No","No","Yes",94.1144,21.9,"No",0.452098041259144,1,0,0,2,9,3,"No","Yes","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",37,0,83,37,8.8,"151"
+"27",22.58,"Yes",3,"Female","No","No","Yes",73.2125,20.01,"Yes",0.173823397599859,1,3,0,1,8,0,"No","No","Never","No","PhD","No","[0-1000]","No","No","Yes","No","Yes","No","Yes","Yes","Yes","No","Yes","Yes","No",38,0,77,37.4,9.883,"151"
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+"29",20.75,"Yes",2,"Female","Yes","No","Yes",51.9196,22.86,"No",0.00711974112294783,0,0,0,0,7.5,0,"No","No","Never","Yes","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",41,0,85,36.7,8.717,"152"
+"30",21.42,"Yes",6,"Female","No","No","No",93.3116,27.28,"No",0.0354120266989765,1,0,0,0,8,0,"No","No","Never","No","Bachelor","No","[0-1000]","No","Yes","Yes","Yes","No","No","No","Yes","No","No","No","No","No",42,0,45,36.6,9.167,"157"
+"31",23.42,"Yes",3,"Female","Yes","Yes","Yes",121.527,21.71,"No",0.148174185432119,0,0,0,1,8,3,"No","No","Never","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",43,0,55,36.8,9.417,"157"
+"32",25.67,"Yes",1,"Female","Yes","No","No",97.9985,21.93,"No",0.413590683695951,0,0,0,3,7.5,3,"No","No","Never","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",46,0,65,36.4,8.917,"158"
+"33",27.83,"Yes",2,"Female","Yes","Yes","Yes",79.2544,23.91,"No",0.054809581699379,0,3,0,0,8,3,"No","No","Never","No","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","No","No",47,0,74,37.1,8.55,"159"
+"34",24.92,"No",0,"Female","No","No","Yes",96.4443,22.49,"No",0.638200373837289,1,0,0,1,9,3,"No","Yes","Active","No","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","Yes",49,0,70,36.9,9.3,"159"
+"35",27.83,"Yes",3,"Female","Yes","No","No",87.9853,20.57,"Yes",0.0921462232119925,1,0,0,1,9,0,"No","No","Never","No","Bachelor","No","(1000-2000]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","Yes","No",50,0,59,37,9.55,"159"
+"36",22.17,"Yes",0,"Female","No","No","Yes",91.8978,24.23,"No",0.406314044275811,0,3,0,1,10,0,"Yes","No","Active","No","PhD","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",55,0,64,37.2,9.3,"164"
+"37",28.67,"No",0,"Female","Yes","Yes","Yes",109.739,20.95,"No",0.198803011069108,0,3,0,2,7,3,"No","Yes","Never","Yes","Bachelor","No","(3000-inf]","No","No","Yes","Yes","No","Yes","No","No","Yes","Yes","No","Yes","No",56,1,69,36.1,9.817,"164"
+"38",26.75,"Yes",1,"Female","Yes","No","Yes",77.7321,24.6,"No",0.493464219994711,2,0,0,2,6.5,3,"No","No","Active","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",57,1,76,37.2,9.283,"164"
+"39",20.25,"Yes",4,"Female","No","No","No",88.937,21.79,"No",0.227499926884657,2,0,0,0,7.5,0,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",60,0,86,37,9.55,"165"
+"40",20.92,"Yes",0.5,"Female","No","No","Yes",83.8386,19.22,"Yes",0.44852847893541,0,0,0,1,9,0,"No","No","Active","No","Vocational","No","[0-1000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",63,0,59,36.8,9.75,"166"
+"41",20.75,"Yes",1,"Female","No","No","Yes",105.16,19.38,"No",-0.286024087039023,1,0,0,2,8.5,3,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",64,0,69,37.2,9.55,"171"
+"42",21.75,"Yes",1,"Female","No","No","Yes",65.0187,23.06,"No",0.26536804014957,0,0,0,0,8,0,"No","Yes","Never","No","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",66,0,61,37.4,9.083,"172"
+"43",20.58,"Yes",1.5,"Female","No","No","No",116.627,21.5,"Yes",0.200706348066242,0,0,0,1,7,0,"Yes","Yes","Active","No","Baccalaureat","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",67,1,72,36.7,9.3,"172"
+"44",23.17,"Yes",2,"Female","No","No","Yes",93.0187,18.59,"No",0.0660077741687856,0,3,0,0,7.5,3,"No","No","Never","No","PhD","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",68,0,58,36.9,9.417,"173"
+"45",22.25,"Yes",0,"Female","No","No","Yes",73.1164,19.46,"Yes",0.17309955159777,1,0,0,2,8,0,"No","No","Active","No","Baccalaureat","No","[0-1000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",72,0,51,36.8,9.133,"185"
+"46",24.25,"Yes",4,"Female","No","No","Yes",53.0291,21.82,"No",0.157508981538383,0,0,0,0,9,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","No","No","No","Yes","No","No","No","Yes","No","Yes","No","Yes","No",74,0,56,36.5,9.8,"185"
+"47",25.83,"Yes",2,"Female","No","No","Yes",91.1582,20.56,"No",0.260431630767247,0,3,0,1,9,3,"Yes","Yes","Active","Yes","Bachelor","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","Yes","No","No","No",75,8.33333333333333,70,36.8,9.05,"186"
+"48",23.75,"Yes",1.5,"Female","No","No","Yes",98.5534,21.78,"Yes",0.0496309393615522,0,0,0,1,7,0,"No","No","Never","No","PhD","No","[0-1000]","No","Yes","Yes","No","No","Yes","No","Yes","No","No","No","Yes","No",77,0,61,36.9,8.95,"207"
+"49",28.92,"Yes",0,"Female","No","No","Yes",88.8914,19.95,"No",0.554795538554685,1,0,0,2,7,8,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","No","No","No","No","No","No","Yes","No","Yes","Yes","Yes","Yes",78,1,60,36.7,9.933,"214"
+"50",27.17,"Yes",1,"Female","Yes","Yes","Yes",83.3334816999999,24.38,"No",0.266354670198724,2,0,0,1,7,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",79,4.66666666666667,64,37,9.5,"214"
+"51",24,"Yes",1,"Female","Yes","No","Yes",113.659,18.67,"No",0.557561492109104,0,0,0,1,8,0,"Yes","Yes","Active","No","Baccalaureat","Current","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",80,0,62,36.6,9.083,"221"
+"52",25.92,"No",1,"Female","Yes","Yes","Yes",95.7762,21.71,"No",0,0,0,0,3,8,3,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",81,2,56,36.8,9.083,"227"
+"53",29.5,"Yes",1,"Female","No","No","No",93.2435,26.02,"Yes",0.35586490471801,1,3,14,2,7,3,"No","Yes","Never","Yes","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","Yes",82,4.66666666666667,59,36.7,8.583,"229"
+"54",28.5,"No",1,"Female","Yes","Yes","Yes",103.677,24.74,"Yes",0.133056626830479,0,0,0,1,8,0,"No","Yes","Ex","Yes","Bachelor","Current","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",84,0,53,36.9,9.217,"264"
+"55",23.83,"Yes",2,"Female","Yes","No","No",60.993,20.43,"No",0.228209563625707,1,0,0,1,9,3,"No","No","Never","No","PhD","No","(2000-3000]","No","Yes","Yes","No","No","No","No","Yes","No","Yes","No","No","No",85,0,68,36.4,9.817,"269"
+"56",22.75,"Yes",0,"Female","Yes","No","Yes",91.562,19.1,"No",-0.187768960044081,1,0,0,1,8,0,"No","No","Never","No","Bachelor","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",87,0,62,36.6,9.333,"283"
+"57",24.83,"Yes",10,"Female","No","No","Yes",82.4659,31.24,"Yes",-0.0296333376935961,2,3,0,1,6.5,3,"No","Yes","Never","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",90,2,63,37.2,9.133,"290"
+"58",23.33,"Yes",0.333,"Female","Yes","No","Yes",92.0757,27.41,"Yes",0.254688971952831,1,0,0,0,10,0,"No","No","Never","No","PhD","No","[0-1000]","Yes","No","Yes","No","Yes","No","No","Yes","No","Yes","No","No","Yes",92,0,61,36.4,9.2,"291"
+"59",21,"Yes",2,"Female","No","No","Yes",104.862,22.22,"No",0.191819519022143,0,0,0,0,9,0,"No","No","Active","No","Baccalaureat","No","(3000-inf]","Yes","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","Yes",93,0,75,36.5,8.717,"297"
+"60",20.67,"Yes",4,"Female","No","No","Yes",89.2199,19.59,"Yes",0.145106032242259,0,0,0,0,7,3,"Yes","No","Active","No","Baccalaureat","No","(1000-2000]","Yes","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",95,2,48,36.8,9.55,"299"
+"61",23.25,"Yes",0.666,"Female","No","No","Yes",83.5818,20.9,"No",0.467391236132286,1,0,14,3,6,14,"No","Yes","Ex","No","Vocational","Past","[0-1000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",97,8.33333333333333,64,37,9,"304"
+"62",22,"Yes",0.333,"Female","No","No","No",85.3957,29,"No",-0.227442316126819,1,0,0,1,12,0,"No","No","Never","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","No","No",98,0,65,37.1,8.917,"312"
+"63",26,"Yes",0,"Female","Yes","No","Yes",84.6414,20.9,"No",0.274428048429002,2,0,0,0,8.5,0,"No","No","Never","No","PhD","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","Yes",99,0,55,37.2,9.283,"312"
+"64",23.25,"No",0,"Female","No","No","Yes",109.659,20.32,"Yes",-0.323013978362613,1,0,0,3,9,3,"No","No","Active","No","Baccalaureat","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",100,0,55,36.7,9.617,"313"
+"65",24,"Yes",0,"Male","No","No","Yes",92.077,31.83,"No",0.441648936557443,1,0,0,1,7,0,"No","Yes","Active","No","Vocational","Current","[0-1000]","No","No","Yes","No","Yes","No","No","No","No","Yes","No","No","Yes",101,1,65,37.3,8.617,"39"
+"66",24.17,"Yes",0,"Male","No","No","Yes",89.099,19.88,"Yes",-0.166268347990813,1,14,0,1,9,3,"Yes","Yes","Active","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",102,10.3333333333333,54,36.7,8.883,"39"
+"67",23,"Yes",0.5,"Male","Yes","No","No",76.8967,24.87,"No",0.243429716665857,0,0,0,3,8,0,"Yes","No","Ex","No","Baccalaureat","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",107,0,66,36.2,9.3,"80"
+"68",23.33,"Yes",2,"Male","Yes","No","No",53.5931,28.73,"No",-0.130150946146736,3,0,3,1,7,3,"No","No","Active","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",109,0,69,36.3,9.817,"80"
+"69",26.83,"Yes",6,"Male","Yes","No","Yes",86.5243,22.34,"No",0.0612937167085643,0,0,0,1,7,0,"No","Yes","Never","No","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",111,0,52,36.2,9.517,"80"
+"70",28.75,"No",0,"Male","Yes","No","Yes",94.3198,25.43,"Yes",-0.00504999273664153,1,0,0,3,6,3,"No","No","Active","Yes","UpToPrimary","Current","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",116,2,58,36.3,9.583,"81"
+"71",24.83,"Yes",9,"Male","No","No","No",54.5305,23.5,"Yes",0.76735118629321,0,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",117,0,56,36.4,9.8,"81"
+"72",21.5,"No",2,"Male","No","No","Yes",72.8287,26.75,"No",-0.143939230632369,0,0,0,1,7,3,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",123,0,50,36.5,8.55,"136"
+"73",25.08,"Yes",0,"Male","Yes","No","No",89.8527,23.25,"No",0.29110283243097,0,8,3,1,7,0,"Yes","Yes","Active","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","No","Yes","No","Yes","No","No","No","No","No",124,3,60,36.5,9.583,"138"
+"74",21.83,"Yes",2,"Male","Yes","No","No",73.2158,19.92,"No",0.106495081450391,0,0,0,0,8,0,"No","Yes","Active","No","PhD","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",125,0,63,36.6,9.667,"143"
+"75",23.58,"Yes",6.75,"Male","No","No","No",89.9497,21.95,"No",0.173339648064902,2,0,0,1,6.5,3,"No","Yes","Never","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",128,0,64,36.2,9.05,"145"
+"76",22.92,"Yes",2.25,"Male","Yes","No","Yes",54.7196,23.04,"Yes",0.106307787348437,0,0,0,1,8,3,"No","No","Active","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",130,0,50,36.3,9.75,"151"
+"77",22.75,"Yes",10,"Male","No","No","Yes",98.7081,23.05,"No",0.579972461365124,1,0,0,1,7,0,"No","No","Never","No","PhD","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",135,0,59,36.5,9.3,"157"
+"78",29.5,"No",4,"Male","Yes","No","Yes",90.6661,22.49,"No",0.116969806937025,0,0,0,1,9,3,"No","Yes","Active","Yes","Vocational","Current","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",137,0,44,36.3,9.3,"158"
+"79",24.17,"Yes",2,"Male","No","No","Yes",72.8091,31.14,"No",0.191147899364929,0,0,0,3,7,3,"No","No","Never","Yes","Baccalaureat","Current","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",139,0,57,36.3,8.917,"172"
+"80",26.58,"Yes",0.333,"Male","No","No","Yes",88.4892,21.63,"No",0.31759408101986,0,0,3,1,9,3,"No","No","Never","Yes","Baccalaureat","Current","[0-1000]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","No","No",140,0,67,36.3,9.133,"172"
+"81",24.33,"Yes",8,"Male","Yes","No","Yes",78.4983,21.55,"No",-0.0892396408121603,0,0,0,2,7,0,"No","No","Never","No","Vocational","Past","(3000-inf]","No","No","Yes","No","No","No","No","No","No","Yes","No","No","No",141,0,45,36.3,9.8,"173"
+"82",20.92,"Yes",5,"Male","No","No","No",91.3991,21.95,"No",0.0668127688050154,1,0,0,0,7,3,"No","Yes","Never","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",142,0,50,37.2,9.133,"173"
+"83",20.58,"Yes",4.5,"Male","No","No","Yes",78.6597,21.36,"Yes",0.417204379298497,0,3,0,0,8,3,"Yes","No","Active","No","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",143,0,46,36.7,9.617,"173"
+"84",26.83,"Yes",0.5,"Male","Yes","No","No",86.8905,18.92,"Yes",0.201503367619692,0,0,0,1,8,0,"No","Yes","Never","Yes","Bachelor","Current","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","Yes",144,2,49,36.5,9.2,"186"
+"85",26.75,"No",0,"Male","Yes","Yes","Yes",67.1009,24.75,"No",0.368132641919954,1,0,0,1,7.5266,0,"No","No","Never","No","Vocational","Past","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",145,0,70,36.6,9.467,"199"
+"86",25.5,"Yes",5,"Male","No","No","Yes",83.3591,22.83,"No",0.255029950234168,0,0,0,1,8,0,"Yes","No","Never","No","PhD","No","[0-1000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",146,0,51,36.2,9.167,"200"
+"87",23.92,"Yes",3,"Male","No","No","No",98.5744,20.45,"No",0.112403730364827,1,0,3,3,8,3,"Yes","No","Ex","Yes","PhD","No","(1000-2000]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","No","No",151,1,50,36.3,9.317,"206"
+"88",29.25,"Yes",4,"Male","Yes","Yes","Yes",96.5233,22.22,"No",0.270540673516081,0,0,0,0,6.5,0,"No","No","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","Yes",152,0,62,36,9.3,"207"
+"89",24,"Yes",4.5,"Male","No","No","No",83.8887,20.3,"Yes",0.403116404659954,0,3,0,0,7.5,0,"No","Yes","Never","No","PhD","No","[0-1000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",153,3,55,36.2,9.617,"214"
+"90",27.58,"Yes",0.167,"Male","No","No","No",88.1881,22.28,"No",0.391857059685499,0,0,0,2,7,3,"Yes","No","Active","No","Bachelor","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",154,1,54,36,8.883,"220"
+"91",23.17,"Yes",0.999,"Male","Yes","No","Yes",79.7143,20.01,"No",0.25366485579352,0,0,0,3,7.9115,3,"Yes","Yes","Active","No","PhD","No","[0-1000]","No","No","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No",156,2,53,36.7,9.383,"221"
+"92",27.5,"Yes",0,"Male","No","No","Yes",100.499,30.63,"No",0.208159960457665,1,0,0,3,8,0,"Yes","No","Active","Yes","PhD","No","(1000-2000]","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",161,0,76,36.6,9.8,"229"
+"93",28.67,"Yes",4,"Male","Yes","No","No",90.8587,24.3,"Yes",0.288261765535949,0,0,0,2,7,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",162,0,59,35.9,8.767,"241"
+"94",24.83,"Yes",1,"Male","No","No","No",74.9587,19.26,"No",0.271646217978772,0,0,0,1,8,0,"No","No","Never","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",164,2,57,36.7,9.633,"248"
+"95",28.42,"Yes",2.5,"Male","No","No","No",90.3038,24.89,"No",-0.0734828299488582,0,0,0,0,8,3,"No","Yes","Ex","No","UpToPrimary","No","[0-1000]","No","No","No","No","Yes","No","No","No","No","Yes","No","Yes","No",165,0,52,36.3,9.217,"248"
+"96",23.58,"Yes",4.5,"Male","No","No","Yes",105.431,24.41,"No",0.278967170901516,0,0,0,0,7.5,0,"No","No","Never","No","PhD","No","(3000-inf]","No","No","No","No","No","Yes","No","Yes","No","No","No","Yes","No",166,0,53,36.2,8.95,"255"
+"97",26.17,"No",1,"Male","No","No","No",109.689,23.16,"No",0.212856824225765,0,0,0,1,8,0,"No","No","Never","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","Yes","Yes","Yes","Yes","No","Yes","No",169,0,65,36.2,8.8,"264"
+"98",20.42,"Yes",4,"Male","No","No","Yes",87.267,22.53,"No",0.0450449481827835,1,0,0,1,8,0,"Yes","No","Active","No","PhD","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",170,0,74,36.1,9.05,"264"
+"99",24.08,"Yes",0,"Male","No","No","Yes",61.3491,19.95,"No",0.365923379663536,0,0,0,2,7.5,0,"No","No","Never","No","PhD","No","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",171,0,64,36.6,9.55,"264"
+"100",21.25,"Yes",0,"Male","No","No","Yes",105.383,21.32,"No",0.260319068355467,0,0,0,0,9,3,"No","No","Never","No","Bachelor","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",173,0,64,36,9.7,"264"
+"101",23.17,"Yes",2.001,"Male","No","No","No",80.333,22.72,"No",0.0046548621602023,0,0,0,2,8,3,"No","No","Ex","No","Bachelor","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",175,0,58,36.2,9.083,"270"
+"102",20.58,"Yes",1.5,"Male","No","No","Yes",61.5933,21.29,"No",0.0992767462871634,0,0,0,2,8,0,"Yes","No","Active","No","Bachelor","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","Yes","Yes","No",176,0,42,36.3,9.8,"270"
+"103",25.92,"Yes",5,"Male","No","No","Yes",85.7497,23.87,"No",-0.00187600499875536,0,0,0,0,9,0,"No","No","Ex","Yes","Bachelor","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","Yes",177,0,52,36.2,9.483,"270"
+"104",28.67,"No",0,"Male","Yes","Yes","Yes",93.4987,22.47,"Yes",0.145364552653768,0,0,0,2,8,0,"No","No","Active","Yes","Bachelor","Past","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",181,0,51,36,9.333,"271"
+"105",26.67,"Yes",3,"Male","Yes","Yes","Yes",101.148,27.71,"Yes",0.0984050040950076,0,0,0,2,8,3,"No","No","Never","Yes","Bachelor","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",183,1,64,36.3,9.567,"276"
+"106",29.75,"Yes",6,"Male","No","No","No",101.643,29.66,"Yes",-0.0841937689182406,1,3,3,1,5,3,"No","Yes","Active","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","Yes","No","No","Yes","No","Yes","No","Yes","No",184,2,46,36.5,9.817,"276"
+"107",27.83,"No",1,"Male","Yes","No","No",108.556,21.27,"No",0.271862655244399,1,0,0,1,8,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","No","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","No",187,0,50,36.2,9.533,"291"
+"108",26.33,"No",9,"Male","Yes","No","No",79.3428,21.29,"No",0.265921239540493,0,0,0,0,8,0,"No","No","Never","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","No","Yes","No","Yes","No","No","No","Yes","Yes",188,0,43,36.1,9.383,"291"
+"109",24.58,"No",0.25,"Male","No","No","No",99.1132,23.66,"No",0.226627323653776,1,0,0,2,7,0,"No","No","Never","No","PhD","No","(3000-inf]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","No",189,0,64,36.1,9.5,"292"
+"110",20.92,"Yes",1.5,"Male","No","No","No",89.5685,21.16,"Yes",0.326161480487981,1,0,0,3,8,3,"No","Yes","Never","No","PhD","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","Yes","Yes","No","Yes","No",190,2,65,36.3,9.35,"292"
+"111",21.92,"No",1.5,"Male","Yes","No","Yes",71.1385,21.22,"No",-0.0866371284272168,0,0,0,0,8.5,0,"No","No","Never","No","Baccalaureat","Current","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",193,0,55,36,9.817,"298"
+"112",21.67,"Yes",4.5,"Male","No","No","No",93.0342,20.6,"No",0.119345170097838,0,0,0,1,7,0,"Yes","No","Active","No","PhD","No","(1000-2000]","No","No","Yes","No","Yes","No","No","Yes","Yes","Yes","No","Yes","No",194,2,45,36.3,9.117,"306"
+"113",26.92,"Yes",6,"Male","Yes","No","Yes",87.1107,22.85,"No",0.218661252871772,0,0,0,1,9,3,"No","No","Active","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",195,2,60,36.3,8.867,"311"
+"114",20.33,"No",4.5,"Male","No","No","Yes",98.7032,23.25,"No",0.0537033226866872,0,0,0,0,9,0,"No","No","Never","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",196,0,56,36.2,9.817,"312"
+"115",23.17,"Yes",1,"Male","No","No","Yes",89.2849,31.91,"No",0.50727851312403,3,3,0,2,7.5,3,"Yes","Yes","Active","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",197,1,82,36.3,9.05,"313"
+"116",28.67,"Yes",10,"Male","No","No","Yes",72.7713,18.72,"Yes",0.135914271531031,0,0,0,1,8,0,"No","No","Ex","No","UpToPrimary","No","[0-1000]","No","No","No","No","No","No","Yes","Yes","Yes","No","No","Yes","No",198,1,52,36.1,9.083,"313"
+"117",22,"Yes",8,"Male","No","No","No",72.025,22.43,"No",0.450097047381507,0,0,0,2,7.5,3,"No","No","Ex","No","Baccalaureat","No","(1000-2000]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","No","No",199,0,66,36.8,8.8,"318"
+"118",20.25,"Yes",2,"Male","No","No","Yes",105.398,20.98,"No",0.740207833196685,2,0,0,1,9,0,"Yes","No","Never","No","Baccalaureat","Current","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",200,0,54,36.2,9.55,"319"
+"119",37.67,"Yes",0,"Female","Yes","Yes","No",106.027,21.19,"No",-0.0819411839546812,0,0,0,0,8,0,"No","No","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",201,0,66,36.5,8.917,"18"
+"120",35.75,"No",0,"Female","Yes","Yes","Yes",73.4697,21.61,"No",0.200866825258203,0,0,0,1,7,0,"No","Yes","Active","Yes","Baccalaureat","No","(2000-3000]","Yes","No","No","No","No","Yes","No","No","No","No","No","No","No",202,0,66,36.4,9.3,"18"
+"121",39.58,"No",1,"Female","Yes","Yes","No",86.9523,20.65,"No",0.200049714044624,0,0,0,2,8,3,"No","No","Active","Yes","PhD","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",203,1,61,36.9,8.683,"18"
+"122",37.58,"No",0.999,"Female","No","No","No",84.9141,22.71,"Yes",-0.0560487916916846,0,3,0,2,7,3,"No","Yes","Active","No","Baccalaureat","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",204,1,57,36.8,9.583,"18"
+"123",30.75,"Yes",0.666,"Female","No","Yes","Yes",81.2753,20.32,"Yes",0.0126502481978411,0,3,0,3,8,3,"No","No","Active","Yes","PhD","No","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",205,0,80,36.7,8.55,"19"
+"124",39.42,"Yes",3,"Female","No","Yes","Yes",87.8847,25.39,"No",0.318810615586316,2,0,0,0,8,3,"No","Yes","Ex","Yes","Vocational","Past","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",206,1,54,36.5,8.883,"19"
+"125",30.25,"Yes",1,"Female","Yes","No","No",88.6247,19.05,"No",0.194286479946881,0,0,3,2,8,3,"No","Yes","Never","Yes","PhD","No","(1000-2000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",207,0,80,36.2,9.217,"19"
+"126",31.5,"No",1,"Female","Yes","No","No",73.0046,19.83,"No",0.456773800133818,0,0,3,1,6.5,3,"No","Yes","Active","Yes","Bachelor","Past","(1000-2000]","No","No","No","No","Yes","No","No","No","No","No","No","No","No",208,1,69,36.5,9.55,"19"
+"127",38.58,"No",4,"Female","Yes","Yes","Yes",111.19,21.09,"No",0.289202788695075,1,3,0,2,8,3,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","No","No","Yes","Yes","No","No","No","No","No","No","No",210,0,54,36.5,8.833,"19"
+"128",37.33,"No",2,"Female","Yes","Yes","Yes",86.9897,23.14,"No",0.248009886327417,1,0,0,1,7,3,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","No","No",211,0,75,36.7,9.25,"19"
+"129",30.25,"Yes",0.666,"Female","No","No","No",77.488,24.38,"No",0.471904441458536,1,3,3,1,7,3,"No","No","Never","No","PhD","No","(1000-2000]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",212,2,57,36.7,9.733,"19"
+"130",33.92,"No",0,"Female","Yes","Yes","Yes",94.4193,31.23,"Yes",0.177617779017154,1,0,0,0,9,0,"No","Yes","Never","No","Bachelor","No","(2000-3000]","No","No","Yes","Yes","Yes","No","No","No","No","Yes","No","Yes","No",213,0,64,36.5,8.433,"53"
+"131",37.92,"No",2,"Female","No","No","Yes",99.7428,23.04,"No",0.447594727690631,1,0,0,1,8.5,0,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","Yes","No","No","No","Yes","Yes",214,0,57,36.5,8.767,"53"
+"132",37.67,"No",2,"Female","Yes","Yes","Yes",93.7597,25.21,"No",-0.133172053935984,2,0,0,1,8,3,"No","Yes","Ex","Yes","PhD","Past","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",215,1,64,36.4,9.233,"53"
+"133",37.92,"No",2,"Female","Yes","Yes","Yes",87.9069,24.43,"Yes",0.464711996737842,0,0,0,1,7,3,"No","No","Never","Yes","Bachelor","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",216,0,59,36.8,8.833,"53"
+"134",38.25,"No",1.5,"Female","Yes","No","No",79.5201,27.47,"No",0.469666475661845,1,0,0,3,6.5,0,"No","Yes","Never","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",217,0,68,36.4,8.683,"54"
+"135",32.83,"No",3,"Female","Yes","Yes","No",107.017,19.59,"No",0.302556515625454,0,0,0,0,7.5,0,"Yes","No","Active","Yes","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",220,0,50,36.5,8.917,"54"
+"136",33.58,"Yes",0,"Female","No","Yes","No",99.8692,27.28,"Yes",-0.17228497279931,3,0,0,1,7,0,"No","No","Active","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",222,0,63,36.6,9.567,"54"
+"137",32.83,"No",3,"Female","Yes","Yes","No",86.7197,25.72,"No",0.290371927481925,1,0,0,3,7,14,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",223,0,57,36,8.8,"109"
+"138",32.75,"No",1,"Female","Yes","Yes","No",88.5908,19.22,"No",-0.233707356177021,0,0,0,1,10,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",224,0,56,36,9.317,"109"
+"139",31.58,"No",0.75,"Female","Yes","Yes","Yes",81.101,22.75,"No",0.408171415949873,1,0,0,0,8.5,0,"No","No","Ex","Yes","Vocational","Past","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",225,0,67,36.6,8.7,"109"
+"140",31.25,"Yes",1,"Female","No","Yes","Yes",93.6074969,22.98,"No",0.174626520797407,2,0,0,2,8,0,"No","No","Never","No","Vocational","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","Yes","No","No","No",226,0,59,36.7,8.967,"111"
+"141",37.08,"No",3,"Female","Yes","Yes","Yes",87.5307,20.51,"No",-0.206054482433124,0,0,3,1,8,0,"No","No","Never","Yes","Vocational","Past","(2000-3000]","Yes","No","Yes","Yes","No","No","No","Yes","No","No","No","No","No",227,1,59,36.8,9.333,"111"
+"142",31.25,"No",3,"Female","Yes","Yes","Yes",97.5885,27.39,"No",0.0956493605063124,1,3,0,1,8,8,"No","Yes","Ex","No","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",229,0,57,36.7,9.567,"131"
+"143",35.75,"No",0,"Female","Yes","Yes","No",85.6672,19.57,"No",0.076309188935886,0,0,0,0,9,0,"No","No","Never","No","Baccalaureat","Past","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","Yes","No",230,1,55,37.2,9.55,"137"
+"144",30.5,"No",0,"Female","Yes","Yes","Yes",77.1598,24.85,"No",0.180701359286399,1,0,0,0,8,0,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","No",231,0,77,36.4,9.033,"138"
+"145",35.17,"No",2,"Female","Yes","Yes","No",108.192,23.18,"No",0.364810590357929,1,0,0,0,7,0,"No","No","Active","Yes","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","Yes",232,0,73,36.6,9.133,"138"
+"146",36.25,"No",1.5,"Female","Yes","Yes","No",94.1185,20.43,"No",-0.102662341897148,0,0,0,0,7,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","Yes","Yes",233,0,70,37,8.8,"143"
+"147",38.58,"No",1,"Female","No","No","Yes",107.743,29.31,"Yes",-0.120438235381624,2,0,0,1,8,0,"No","Yes","Never","No","PhD","Past","(1000-2000]","Yes","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",234,0,85,36.8,9.3,"145"
+"148",39.33,"Yes",2,"Female","Yes","Yes","Yes",88.142,29.41,"Yes",0.130841418443987,2,0,0,0,5.5,0,"No","No","Never","Yes","Bachelor","No","(1000-2000]","No","No","No","Yes","Yes","No","No","No","No","No","No","Yes","No",235,0,65,37.2,9.85,"145"
+"149",36.25,"No",0,"Female","Yes","Yes","Yes",98.4273,20.04,"Yes",0.126420610516595,0,0,3,1,7.65855,3,"No","Yes","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",236,2,70,36.3,8.767,"150"
+"150",34.83,"No",0,"Female","Yes","Yes","Yes",96.6805,28.8,"Yes",0.439332693830263,2,0,0,2,7,3,"No","No","Never","Yes","UpToPrimary","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",237,0,69,36.7,9.317,"151"
+"151",37.33,"No",1,"Female","Yes","Yes","No",91.1416,26.02,"No",0.395899467023501,1,0,0,2,6,0,"No","No","Ex","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",238,0,58,37.2,9.8,"151"
+"152",33.67,"No",0,"Female","Yes","Yes","Yes",100.566,21.1,"No",-0.0954281390997616,1,0,0,0,8,0,"No","No","Active","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",239,0,76,37.2,9.4,"151"
+"153",32.33,"No",2,"Female","No","No","Yes",93.8361,22.06,"Yes",0.420741988696073,0,0,0,1,8,0,"No","No","Never","Yes","PhD","No","(1000-2000]","No","No","No","No","No","No","Yes","Yes","No","No","No","Yes","Yes",240,0,70,37.1,9.533,"151"
+"154",31.58,"Yes",1,"Female","Yes","No","No",86.3117,28.98,"No",-0.181640060104492,1,0,0,0,9,0,"No","No","Ex","No","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",241,0,68,36.7,9.267,"152"
+"155",35.5,"No",0.25,"Female","Yes","Yes","Yes",88.3668,29.96,"Yes",-0.0726205512073196,2,0,0,3,6,3,"No","Yes","Never","No","Bachelor","No","(3000-inf]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","No",242,0,62,37.4,9.267,"157"
+"156",30.5,"No",0.5,"Female","Yes","Yes","No",95.9734,24,"No",0.263567604134189,0,3,0,1,8.5,3,"No","No","Never","No","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",243,2.66666666666667,58,37.1,9.533,"158"
+"157",31.67,"Yes",2,"Female","Yes","No","No",100.685,19.81,"No",0.059604095802386,0,3,0,1,7,3,"Yes","Yes","Active","No","Vocational","No","(1000-2000]","No","Yes","Yes","No","No","No","No","Yes","No","No","No","Yes","No",244,1,55,36.2,8.933,"159"
+"158",34.92,"No",0.5,"Female","Yes","Yes","Yes",93.184,19.81,"Yes",0.402983780971532,0,0,0,3,8,3,"No","No","Active","Yes","PhD","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",245,0,82,36.8,8.8,"165"
+"159",35.83,"Yes",0,"Female","Yes","Yes","No",86.3538,22.58,"Yes",0.084927403833393,1,0,0,1,8.5,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","No","Yes","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No",246,0,67,36.7,9.05,"165"
+"160",33.75,"Yes",0.5,"Female","Yes","No","Yes",116.249,20.43,"No",0.303145413786602,0,0,3,2,8,3,"No","No","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","No","Yes","No","No","No","No","Yes","No","Yes","No",249,2,60,37,8.8,"171"
+"161",39.17,"No",2,"Female","Yes","Yes","No",80.4981,20.2,"No",0.282342628813773,0,0,0,0,8.5,0,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","Yes","Yes",250,0,57,36.7,8.817,"171"
+"162",32,"Yes",0.667,"Female","No","No","No",79.8331,21.22,"No",0.266621175425962,1,3,0,1,7.8547,8,"No","No","Active","Yes","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",251,0,49,36.3,8.8,"172"
+"163",38.92,"No",1,"Female","Yes","Yes","Yes",112.551,24.52,"No",0.261076915254263,1,0,0,2,8,3,"No","Yes","Active","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","Yes",252,0,61,36.8,9.55,"172"
+"164",33.33,"Yes",2,"Female","No","No","No",92.2197,20.83,"No",0.296767994021486,0,3,3,2,8,3,"No","No","Active","Yes","Bachelor","Past","(1000-2000]","Yes","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","No",253,0,67,36.3,9.3,"178"
+"165",30,"No",0,"Female","Yes","Yes","No",87.0672,27.4,"Yes",0.383450683708268,1,0,0,0,7,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",254,0,64,36.9,9.583,"178"
+"166",37.42,"No",1,"Female","No","Yes","No",96.1791,20.57,"No",0.409655791849946,0,0,0,1,7,3,"No","No","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","Yes","No","No","No","Yes","Yes",255,1,60,36.7,9.2,"178"
+"167",38.17,"Yes",14,"Female","No","No","No",75.2122,30.11,"Yes",0.334092317045299,1,0,0,0,7,3,"No","Yes","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","Yes","Yes","Yes","No",258,0,66,36.7,9.05,"179"
+"168",38.75,"Yes",0.25,"Female","Yes","Yes","Yes",89.4446,27.7,"Yes",0.36408174141107,2,3,0,1,8,3,"No","Yes","Never","Yes","Vocational","Past","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",259,0,72,36,9.5,"179"
+"169",38.83,"No",0,"Female","Yes","Yes","Yes",95.6215,21.56,"No",0.346108370399169,1,0,0,2,8,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","Yes","Yes","No",260,0,58,36.8,8.8,"179"
+"170",33.75,"No",0,"Female","Yes","Yes","No",82.5888,31.58,"Yes",0.317125850089673,2,0,0,1,10,3,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","No",261,1,62,37,8.85,"185"
+"171",30.42,"Yes",1.334,"Female","Yes","No","No",81.578,24.53,"No",0.358649104316949,1,0,0,1,6,3,"No","Yes","Never","Yes","PhD","No","(2000-3000]","No","Yes","Yes","Yes","No","No","No","Yes","No","No","No","Yes","Yes",262,0,68,36.6,8.8,"186"
+"172",34.5,"Yes",4,"Female","No","Yes","Yes",74.5295,18.73,"No",0.273861720149019,0,0,0,2,7,0,"No","Yes","Never","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",263,0,60,36.4,9.233,"187"
+"173",35.5,"No",5,"Female","Yes","No","Yes",100.068,25.01,"No",0.286607653098794,1,3,0,2,7,0,"Yes","No","Active","Yes","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",266,1,46,36.1,8.633,"200"
+"174",38,"No",0,"Female","Yes","Yes","Yes",90.4756,25.06,"No",0.211021208595012,1,0,0,2,7,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","Yes",267,0,91,36.5,9,"200"
+"175",30.67,"No",0,"Female","Yes","No","Yes",97.7992,24.15,"Yes",0.578344058700272,1,0,0,1,7.5,0,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",269,0,61,36.6,9.717,"207"
+"176",36.75,"No",5,"Female","No","No","Yes",106.723,22.83,"No",0.656666166026759,0,0,0,1,7.5,0,"No","No","Ex","Yes","Bachelor","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","No",270,0,49,36.7,9.583,"207"
+"177",38.75,"No",1.5,"Female","Yes","Yes","Yes",105.169,23.05,"Yes",0.471932489510737,1,0,3,0,7.5,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","No",271,0,52,36.2,9.167,"221"
+"178",39.92,"No",0.167,"Female","Yes","Yes","Yes",76.5795,27.66,"No",0.304769540726515,2,0,0,0,9.5,3,"No","No","Active","Yes","Vocational","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",272,0,57,36.3,9.8,"256"
+"179",31.75,"No",4,"Female","No","No","Yes",96.6203,22.46,"No",0.471623782808445,1,0,0,1,8,0,"No","No","Never","Yes","PhD","No","(1000-2000]","Yes","Yes","No","No","No","No","No","Yes","Yes","Yes","No","Yes","Yes",273,0,55,36.5,9.333,"257"
+"180",33.17,"No",4.5,"Female","Yes","Yes","No",92.0935,21.1,"Yes",0.203436592299487,1,0,0,1,8,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",274,1,50,36.5,9.833,"257"
+"181",31.25,"Yes",2.25,"Female","Yes","Yes","No",72.8418,23.38,"No",0.284324302161128,1,0,0,3,7,3,"No","No","Ex","Yes","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",276,0,57,36.7,9.333,"263"
+"182",31.67,"No",2.5,"Female","No","Yes","Yes",107.152,21.54,"No",0.0657746040825623,1,3,0,1,6,3,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",277,0,53,36.7,9.583,"263"
+"183",33,"Yes",0.25,"Female","No","No","Yes",98.4528,20.86,"No",0.252428565492364,0,0,0,3,7,3,"No","Yes","Active","Yes","Bachelor","No","(1000-2000]","Yes","No","Yes","Yes","Yes","No","No","No","No","Yes","No","No","No",278,2,63,37.3,8.55,"269"
+"184",40,"No",0.5,"Female","Yes","No","No",93.45,23.51,"Yes",0.0765031626471779,1,0,0,0,8,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",280,0,44,37,9.383,"269"
+"185",37.5,"No",2,"Female","Yes","Yes","Yes",104.723,22.13,"Yes",0.178457992334788,1,3,14,1.262,7.30128333333333,14,"No","Yes","Active","No","Vocational","Past","(1000-2000]","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No","Yes","No",281,10.3333333333333,73,36.4,9.717,"270"
+"186",39.5,"No",0,"Female","No","Yes","No",93.5226,25.14,"Yes",0.161613435687058,2,3,0,1.484,6.5,8,"No","Yes","Active","Yes","PhD","Past","(2000-3000]","Yes","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","No",282,0,55,36.5,9.117,"271"
+"187",37.5,"Yes",0.5,"Female","No","Yes","No",119.089,24.44,"Yes",0.467340144648454,1,3,0,0,8,8,"Yes","Yes","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","Yes",283,3,65,36.3,9.417,"277"
+"188",35.5,"Yes",14,"Female","No","Yes","Yes",75.6747,25.39,"No",0.321594859713471,1,0,0,0,8,3,"No","Yes","Ex","Yes","Vocational","No","[0-1000]","No","No","No","No","Yes","No","No","No","No","Yes","No","No","No",284,0,45,36.4,9.083,"278"
+"189",30.42,"No",0.5,"Female","Yes","No","Yes",107.987,22.18,"No",0.213151225077173,1,0,0,0,9,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",285,0,71,36.9,9.433,"278"
+"190",30.67,"No",0,"Female","Yes","Yes","Yes",112.586,27.68,"No",0.297470184897761,2,0,0,0,10,0,"No","No","Never","No","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","Yes",286,0,46,36.6,9.617,"283"
+"191",32,"No",2,"Female","Yes","Yes","No",98.3728,22.72,"Yes",0.0762071507498174,2,0,0,0,7.5,3,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",287,1,70,37.1,9.417,"283"
+"192",36.25,"Yes",1,"Female","Yes","Yes","No",86.7328,31.83,"No",0.101688587045476,2,0,0,1.513,6,3,"No","Yes","Ex","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","Yes","Yes","No","Yes","No","Yes","No","Yes","No",288,1,64,36,9.55,"284"
+"193",37.92,"No",0,"Female","No","No","Yes",89.2411,20.95,"No",0.288896820609813,0,0,0,3,6.5,3,"No","Yes","Active","Yes","Baccalaureat","Past","(1000-2000]","Yes","No","Yes","Yes","No","No","No","Yes","No","Yes","No","No","No",289,2,61,36.2,9.033,"284"
+"194",39.83,"No",0,"Female","Yes","Yes","No",68.4672,28.19,"No",-0.197881593859462,1,3,3,1,8,3,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","Yes",290,2,55,36.4,8.667,"284"
+"195",30.75,"No",0,"Female","Yes","Yes","Yes",121.454,22.26,"No",0.0865051039598972,0,0,0,1,8,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","No",291,0,60,36.7,9.8,"285"
+"196",32.33,"Yes",2,"Female","Yes","Yes","Yes",101.836,24.91,"No",-0.309984838316908,2,0,0,1,8,3,"No","No","Active","Yes","Baccalaureat","Past","(3000-inf]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","No",292,0,68,36.3,9.483,"285"
+"197",37.92,"No",3,"Female","Yes","Yes","Yes",100.248,23.87,"No",0.233565880800187,2,0,0,0,8,0,"No","No","Ex","Yes","Baccalaureat","Past","(2000-3000]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","No","No",293,0,62,36.8,9.333,"285"
+"198",30.08,"Yes",3,"Female","No","No","No",82.1252,25.34,"Yes",0.432674842835922,1,3,3,2,7,3,"No","Yes","Never","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No",294,8.33333333333333,64,36,9.817,"290"
+"199",39,"No",1,"Female","Yes","Yes","Yes",93.6514,19.57,"No",-0.162566179157175,0,0,0,0,8,0,"No","No","Never","No","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",295,0,53,36.1,9.3,"291"
+"200",31.17,"Yes",2,"Female","No","Yes","Yes",105.39,22.76,"Yes",0.343494866344737,0,3,0,3,6,0,"Yes","Yes","Active","Yes","Vocational","Past","(1000-2000]","Yes","No","Yes","No","Yes","Yes","No","Yes","No","Yes","No","Yes","No",296,1,52,36.5,9.317,"298"
+"201",37.42,"No",0,"Female","Yes","Yes","Yes",81.3433,22.77,"No",0.501361305294219,1,0,0,0,8,0,"No","No","Ex","Yes","Bachelor","No","(2000-3000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","No",297,0,56,37.2,9.883,"299"
+"202",34.83,"No",14,"Female","Yes","Yes","No",96.0257,24.87,"No",-0.311476064968856,2,8,3,2,8,8,"No","Yes","Active","Yes","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",298,3,72,36.9,8.983,"311"
+"203",39.92,"No",3,"Female","No","No","No",91.3955,20.93,"No",-0.28773821801407,0,0,0,1,8.5,0,"No","Yes","Never","Yes","Bachelor","No","(1000-2000]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",299,0,55,36.8,9.05,"318"
+"204",32.58,"Yes",0.667,"Female","Yes","Yes","Yes",85.0405,25.53,"No",0.0669467896306131,1,8,0,1.492,6.5,3,"No","Yes","Ex","No","Baccalaureat","Past","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","No",300,0,50,36.2,9.417,"318"
+"205",36.58,"Yes",6,"Male","No","No","Yes",78.8621,20.38,"No",0.539787412701729,0,0,0,0,10,3,"No","Yes","Ex","No","UpToPrimary","Current","[0-1000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",301,10.3333333333333,60,36.3,8.55,"17"
+"206",39.83,"No",1,"Male","No","No","Yes",97.6852,26.7,"No",0.108819763255248,1,0,0,0.728,7,0,"No","No","Never","No","Vocational","Past","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",304,1,43,36.5,9.6,"17"
+"207",36.83,"Yes",0,"Male","Yes","Yes","No",78.883,19.26,"No",0.0950912479369122,0,0,0,1,8,3,"No","No","Active","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",305,0,49,36.1,8.717,"17"
+"208",32.17,"Yes",6,"Male","No","No","Yes",82.3602,24.65,"No",0.490314948372369,2,0,0,0,8,0,"No","No","Never","Yes","PhD","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",307,0,65,36.3,9.417,"17"
+"209",30.5,"Yes",2.1,"Male","No","Yes","No",81.6715,31.96,"Yes",0.180818905247074,1,8,0,3,7,3,"No","Yes","Active","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",309,1,66,36.5,9.583,"18"
+"210",34.17,"Yes",2.5,"Male","Yes","Yes","Yes",110.989,20.95,"No",0.199894173728306,1,0,0,1,8,3,"No","Yes","Never","Yes","Vocational","Past","(1000-2000]","No","No","No","Yes","No","No","No","No","No","No","No","Yes","Yes",311,0,97,36.6,9.75,"52"
+"211",32.17,"No",4.5,"Male","No","No","Yes",96.0682,20.61,"No",0.375985432783987,0,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","Current","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",312,0,43,36.7,8.883,"52"
+"212",35,"No",2,"Male","Yes","Yes","Yes",85.3278,25.73,"Yes",0.281081402473529,2,0,0,1,6,0,"No","No","Active","Yes","Bachelor","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",313,0,47,36.4,9.133,"52"
+"213",31.75,"No",0.75,"Male","No","No","Yes",101.131,24.3,"No",-0.123612645556907,0,0,0,1,8,0,"Yes","Yes","Active","Yes","Bachelor","Past","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",315,0,62,36,9.183,"52"
+"214",36.5,"No",1,"Male","Yes","Yes","No",91.5988,20.14,"No",0.24216333644316,0,0,3,2,7.5,3,"No","No","Ex","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",316,2,60,36.6,10.2,"52"
+"215",35.67,"No",6,"Male","Yes","No","No",102.669,27.11,"No",0.314579275971053,1,0,0,1,8,3,"No","Yes","Ex","No","Baccalaureat","Past","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",317,0,51,36,9.35,"52"
+"216",35.92,"No",0,"Male","Yes","No","Yes",100.353,27.75,"No",0.227470271459645,1,0,0,1,8,3,"No","No","Never","Yes","PhD","No","(3000-inf]","Yes","No","No","Yes","No","No","Yes","No","No","No","Yes","No","No",318,0,60,36.3,11.217,"52"
+"217",38.67,"No",7.5,"Male","Yes","Yes","Yes",81.2247,22.22,"No",0.50404946838449,0,0,0,2,7,3,"No","No","Never","Yes","Bachelor","Current","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",319,0,73,36.7,9,"53"
+"218",34.5,"Yes",0.25,"Male","Yes","Yes","Yes",72.5283,22.53,"No",0.273001272063738,0,0,0,0,7,3,"No","No","Never","Yes","Bachelor","Past","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","No",320,1,69,36.3,9.033,"53"
+"219",34,"No",0,"Male","Yes","Yes","Yes",88.8661,27.73,"No",0.29175645153502,1,0,0,2,7,3,"No","Yes","Ex","No","UpToPrimary","No","(2000-3000]","No","No","Yes","No","Yes","Yes","No","No","No","No","No","No","No",321,3,58,36.4,9.133,"53"
+"220",37.83,"Yes",0,"Male","No","No","No",88.2355,19.07,"No",0.0179518334343764,0,0,0,0,7,0,"No","No","Never","No","Baccalaureat","Past","[0-1000]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",322,0,45,36.3,9.3,"54"
+"221",37.17,"No",0,"Male","Yes","Yes","Yes",83.7331,25.81,"No",-0.0989067727641318,0,0,0,1,7,0,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",323,0,72,36.6,9.867,"73"
+"222",35,"No",1,"Male","Yes","Yes","Yes",85.0676,18.62,"No",0.405075442175681,0,0,0,1,7,0,"No","Yes","Never","No","Bachelor","Past","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","Yes",324,0,65,36.2,8.8,"108"
+"223",31.5,"Yes",0,"Male","Yes","Yes","No",110.83,23.93,"No",0.126252790506131,0,3,0,2,7,0,"Yes","Yes","Ex","Yes","Vocational","Current","(2000-3000]","Yes","No","No","Yes","No","No","No","No","No","Yes","No","Yes","No",327,0,62,36.4,9.267,"109"
+"224",38.83,"No",0.5,"Male","Yes","Yes","Yes",77.6516,24.96,"No",0.230593229232037,0,3,0,1,8,3,"No","No","Never","Yes","Bachelor","Current","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",329,2,62,36.2,9.017,"137"
+"225",31.33,"Yes",1,"Male","Yes","Yes","No",89.9607,28.34,"No",0.0707181982615568,2,0,0,0,6.5,0,"No","No","Active","Yes","Baccalaureat","No","(3000-inf]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",331,0,61,36.2,8.8,"144"
+"226",39.58,"Yes",0,"Male","Yes","Yes","Yes",78.4872,25.74,"No",0.376377327321026,1,0,0,0,8,0,"No","Yes","Never","Yes","Baccalaureat","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",333,0,72,36.7,9.317,"150"
+"227",31.17,"Yes",7.5,"Male","No","No","Yes",84.2877,25.64,"Yes",0.151068045595163,0,0,0,1,7,3,"No","No","Never","No","Baccalaureat","Past","(1000-2000]","No","No","No","No","No","Yes","Yes","No","No","No","Yes","Yes","No",334,0,53,36.2,9.167,"150"
+"228",38.08,"Yes",6.25,"Male","No","No","Yes",92.4675,22.26,"No",0.284197605661401,0,0,3,1,7,3,"No","No","Never","Yes","Bachelor","No","(1000-2000]","No","Yes","No","Yes","Yes","Yes","No","No","No","No","No","No","No",339,2,50,36.3,9.167,"159"
+"229",35.83,"No",0.167,"Male","Yes","Yes","No",80.912,25.01,"No",-0.230910364115402,1,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","Past","(3000-inf]","No","Yes","No","No","No","No","No","No","No","Yes","No","Yes","No",340,0,78,36.6,9.05,"164"
+"230",33.33,"Yes",4,"Male","No","Yes","Yes",85.7671,21.22,"No",0.133312772212074,0,0,0,2,8.5,0,"No","No","Ex","No","Vocational","Past","[0-1000]","No","Yes","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No",342,0,48,36,9.233,"165"
+"231",33.25,"Yes",6,"Male","Yes","No","Yes",88.0525,31.05,"No",0.219227400918667,2,14,0,0,6,0,"No","No","Active","No","UpToPrimary","Past","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",343,0,62,36.3,9.417,"166"
+"232",30.17,"No",4,"Male","Yes","Yes","Yes",43.727,24.93,"No",0.330736922497012,1,3,0,0,8,0,"No","No","Ex","Yes","Baccalaureat","Current","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",344,0,50,36.2,9.25,"166"
+"233",36,"No",2,"Male","Yes","Yes","Yes",98.0226,21.3,"No",-0.147067051140066,0,0,0,2,8,0,"No","No","Active","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",345,0,58,36.6,9.533,"171"
+"234",37.08,"No",6,"Male","Yes","No","No",110.441,26.09,"No",0.285486983611797,0,0,0,0,8,0,"No","No","Ex","No","Bachelor","Past","(3000-inf]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","No",346,0,50,36.1,9.283,"171"
+"235",38.92,"No",1,"Male","Yes","Yes","Yes",86.2136,24.46,"No",0.423309886683906,0,0,0,1,7,3,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",347,3,52,36.3,8.8,"178"
+"236",38.92,"No",1.5,"Male","Yes","Yes","Yes",90.0815,22.95,"No",0.531029621026882,0,0,0,1,8,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",348,0,53,36.2,9.05,"178"
+"237",36.92,"No",1,"Male","Yes","No","Yes",98.1553,23.58,"No",0.379928405829318,0,0,0,2,9,3,"No","Yes","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",349,2,46,36,9.55,"179"
+"238",38.08,"Yes",0,"Male","No","No","No",84.2757,25.51,"No",0.483142765142603,0,0,3,0,6.5,3,"Yes","Yes","Ex","Yes","Baccalaureat","Past","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","Yes",352,3,45,36,9.083,"192"
+"239",39,"No",1.5,"Male","Yes","Yes","No",97.549,20.66,"No",0.358950880793861,0,0,0,1,8.5,3,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","No","No","No","No","No","No","Yes","No","Yes","No","No","No",353,0,53,36.1,8.883,"193"
+"240",38.75,"Yes",0.75,"Male","No","Yes","No",93.2959,30.61,"Yes",0.469414940041841,2,0,0,2,8,0,"No","No","Ex","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","Yes","No","No","No","No","No","No",354,0,52,36.1,9.883,"201"
+"241",37.92,"Yes",3,"Male","Yes","Yes","No",76.3225,25.05,"No",0.306200229130071,0,0,3,1,8,0,"No","Yes","Ex","No","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",355,2,55,36.3,9.117,"208"
+"242",31.58,"No",0.5,"Male","Yes","No","Yes",98.1211,22.72,"Yes",0.496803591576998,0,0,0,3,6.5,3,"Yes","Yes","Active","No","PhD","No","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No","Yes","No",356,2,62,36.2,8.55,"214"
+"243",38,"Yes",1.5,"Male","No","Yes","Yes",68.5361,23.45,"No",0.352066783405307,0,0,0,3,6,3,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","Yes","No","No","No","No","No","Yes","No","Yes","No",357,1,56,36.2,9.417,"214"
+"244",39.42,"No",2,"Male","Yes","Yes","Yes",91.1811,22.47,"No",0.383324477135749,0,0,0,1,7,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","Yes","Yes","Yes","No","Yes","Yes","No",359,0,59,36,9.05,"220"
+"245",38.83,"Yes",1,"Male","Yes","Yes","Yes",97.716,25.35,"No",0.40469560937311,0,3,0,2,7,0,"No","No","Active","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","Yes","Yes","No","No","No","Yes","Yes","No",361,0,67,36.4,8.55,"221"
+"246",35.92,"Yes",3,"Male","No","No","No",78.5163,23.18,"No",0.127275752912666,0,0,0,1,7,3,"No","No","Active","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","No",362,0,55,36.1,8.8,"221"
+"247",30.25,"No",2,"Male","Yes","Yes","No",100.742,24.3,"No",0.571314959491138,0,0,0,1,6,0,"No","No","Never","Yes","Baccalaureat","Past","(2000-3000]","No","No","No","No","No","No","No","Yes","No","Yes","No","Yes","Yes",363,0,60,36.4,9.55,"221"
+"248",37.33,"No",2,"Male","No","Yes","Yes",94.9646,25.9,"Yes",0.474015440659029,1,0,0,1,7,3,"No","Yes","Active","No","Bachelor","Past","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",364,3,69,36.1,9.8,"222"
+"249",35.75,"No",2,"Male","Yes","Yes","No",96.6076,22.78,"Yes",0.380469059755333,0,0,0,3,6,0,"No","No","Active","Yes","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","Yes",367,0,65,36,9.8,"222"
+"250",32.83,"Yes",3,"Male","No","No","Yes",88.1328,25.97,"No",0.533476790211195,0,3,0,2,6,3,"Yes","No","Never","No","PhD","No","(1000-2000]","No","No","No","No","No","No","No","Yes","No","No","No","No","No",368,2,49,36,8.7,"227"
+"251",36,"Yes",0,"Male","No","No","No",85.4433,22.44,"Yes",0.331405654477838,0,0,0,3,7,0,"No","No","Never","Yes","PhD","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",369,0,55,36.4,9.3,"228"
+"252",39,"No",10,"Male","Yes","Yes","No",82.7215,21.53,"No",0.293223413716878,0,0,0,1,7,0,"No","No","Ex","Yes","Vocational","Current","(3000-inf]","Yes","Yes","Yes","No","No","No","No","Yes","No","No","No","Yes","No",370,0,50,36,9.55,"228"
+"253",35.5,"No",1.5,"Male","No","No","Yes",97.2308,25.14,"Yes",0.189298892732524,0,0,0,1,8.33333333333333,0,"No","No","Never","No","Bachelor","Past","[0-1000]","No","No","Yes","No","No","Yes","No","Yes","No","No","No","Yes","No",371,0,66,36.3,9.8,"228"
+"254",33.33,"No",4,"Male","Yes","Yes","Yes",97.4764,21.91,"No",0.452917989538233,1,0,0,2,8,3,"No","Yes","Never","Yes","PhD","Current","(3000-inf]","Yes","Yes","Yes","Yes","Yes","No","No","No","No","Yes","No","Yes","No",372,0,53,37,9.55,"241"
+"255",34.08,"No",0,"Male","Yes","Yes","No",101.42,22.14,"No",0.37379072060721,0,0,0,1,8,0,"Yes","No","Active","Yes","Baccalaureat","Past","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",373,0,47,36.2,9.25,"255"
+"256",35.83,"No",3,"Male","No","No","Yes",114.431,31.69,"No",0.246922640613044,4,0,3,1,8,3,"No","Yes","Never","Yes","Bachelor","Past","(1000-2000]","No","No","No","No","Yes","No","No","No","No","Yes","No","No","No",374,0,65,36.6,9.05,"257"
+"257",35.67,"Yes",0,"Male","Yes","Yes","No",95.4103,22.64,"No",0.30205306912156,0,0,0,2,7.5,0,"No","No","Ex","Yes","Baccalaureat","Current","(1000-2000]","Yes","No","Yes","Yes","No","No","Yes","No","Yes","Yes","Yes","Yes","No",375,1,53,36.1,9.8,"257"
+"258",36.75,"No",1.665,"Male","No","No","Yes",117.989,23.56,"No",0.302806253689784,0,8,3,3,6,8,"No","Yes","Ex","Yes","Vocational","No","(1000-2000]","Yes","No","No","No","No","No","No","No","No","Yes","No","No","No",376,6.33333333333333,70,36.4,9.6,"264"
+"259",37.75,"No",2.001,"Male","Yes","Yes","Yes",86.8618,22.98,"Yes",0.270939618287122,1,0,0,1,8.5,3,"No","Yes","Never","No","Vocational","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",377,1,49,36.8,9.3,"269"
+"260",30.58,"Yes",0,"Male","Yes","Yes","Yes",83.0789,21.26,"No",0.169716179712159,0,0,0,2,8,3,"No","Yes","Active","Yes","Baccalaureat","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",379,0,51,36.4,9.8,"271"
+"261",30.58,"No",3,"Male","No","Yes","Yes",96.6677,21.38,"Yes",0.305221610332897,0,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","Current","(1000-2000]","No","No","Yes","No","No","Yes","No","Yes","No","No","No","Yes","No",380,0,55,36.4,8.8,"276"
+"262",36.83,"No",3,"Male","Yes","Yes","Yes",103.884,28.4,"Yes",0.328238964032747,0,0,0,3,7.5,8,"No","Yes","Ex","No","Baccalaureat","Past","(2000-3000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",381,0,61,36.7,9.3,"277"
+"263",38.17,"No",1,"Male","Yes","Yes","No",82.9306,28.71,"No",0.322219294733919,2,0,0,2,7,0,"No","No","Ex","Yes","Vocational","Past","(2000-3000]","Yes","No","Yes","Yes","No","No","No","Yes","No","Yes","No","No","No",382,0,55,36.1,9.3,"284"
+"264",36.25,"No",1.334,"Male","Yes","Yes","No",74.503,25.79,"No",0.390069547311331,1,0,0,2,7,0,"No","Yes","Never","No","Baccalaureat","Current","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","Yes",384,0,56,36.3,9.5,"285"
+"265",39.25,"Yes",1,"Male","Yes","Yes","Yes",109.072,22.59,"Yes",-0.119653140146616,2,3,0,1,8,3,"Yes","Yes","Active","No","UpToPrimary","Past","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",385,3,51,36,9.3,"290"
+"266",33.67,"Yes",0,"Male","No","No","Yes",113.223,29.4,"Yes",0.194779956401781,1,8,0,3,6,3,"No","No","Ex","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes","No",387,1,71,36.8,9.8,"292"
+"267",32,"No",3,"Male","Yes","Yes","No",73.388,21.97,"No",0.089077955220014,1,0,0,0,7,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",388,0,45,36.3,8.8,"297"
+"268",33.33,"Yes",0,"Male","Yes","Yes","No",87.531,23.56,"No",0.269047121999698,1,3,3,2,7,3,"Yes","Yes","Active","Yes","PhD","No","[0-1000]","No","No","No","Yes","No","No","No","Yes","No","Yes","No","Yes","No",389,3,54,36.2,9.35,"297"
+"269",30.67,"No",4,"Male","Yes","Yes","Yes",114.903,25.18,"No",0.318391228131907,0,0,0,0,7,0,"No","Yes","Active","Yes","Bachelor","Current","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",390,0,68,36.1,8.567,"298"
+"270",38.33,"Yes",0,"Male","No","Yes","No",106.782,21.29,"No",0.0784105369156287,1,0,0,2,7,0,"No","Yes","Active","Yes","Baccalaureat","No","(1000-2000]","Yes","No","No","Yes","No","No","No","Yes","No","No","No","Yes","No",391,3,52,36.3,9.567,"298"
+"271",33.83,"Yes",1,"Male","No","No","Yes",80.4093,22.46,"No",0.278131649961477,2,0,0,1,8,3,"No","Yes","Active","No","Baccalaureat","Past","[0-1000]","Yes","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",392,2,71,36.6,9.25,"304"
+"272",36.92,"No",4.5,"Male","Yes","Yes","Yes",85.7473,24.16,"No",0.372823040101582,1,0,0,1,7,3,"No","No","Never","Yes","PhD","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","Yes","Yes","No","Yes","No",393,4.66666666666667,41,36.2,9.117,"304"
+"273",38.67,"No",3,"Male","Yes","Yes","No",109.511,28.08,"Yes",0.18432252306408,2,0,0,0,5.5,0,"No","Yes","Ex","Yes","Vocational","No","(3000-inf]","No","No","Yes","Yes","No","Yes","No","No","No","Yes","No","No","Yes",394,0,75,36,9.45,"305"
+"274",30.75,"No",2,"Male","Yes","Yes","Yes",96.7708,23.3,"No",0.128300012750764,1,3,0,3,6,3,"Yes","Yes","Active","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","Yes","No","Yes","No","No","No",395,3,65,36.2,8.55,"312"
+"275",37.5,"No",0,"Male","Yes","Yes","Yes",71.2919,27.28,"Yes",-0.159348116365358,2,0,0,0,5.5,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",397,0,51,36,9.833,"313"
+"276",33,"Yes",3,"Male","No","No","Yes",92.7879,23.99,"No",-0.109874990172424,0,0,14,0,7,0,"No","No","Ex","Yes","Bachelor","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",398,0,53,36.6,8.567,"318"
+"277",44.42,"No",0.5,"Female","Yes","Yes","No",98.3825,22.1,"Yes",0.263949043048277,0,0,0,0,6,0,"No","No","Ex","Yes","Bachelor","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",401,0,74,36.8,8.583,"25"
+"278",42.42,"Yes",3,"Female","No","Yes","Yes",110.974,20.42,"Yes",0.290184393906477,1,0,0,1,7,3,"No","Yes","Never","No","Bachelor","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",402,1,70,37.3,9.333,"25"
+"279",49.08,"No",0,"Female","Yes","No","Yes",96.0635,26.83,"No",0.29465401636163,1,3,0,2,8,3,"No","Yes","Ex","Yes","Vocational","No","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",403,0,59,36.6,8.567,"26"
+"280",43.42,"No",0,"Female","Yes","Yes","Yes",69.6931,19.92,"Yes",0.194520563911019,1,0,3,2,8,3,"No","No","Never","No","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","Yes","No","No","No",405,1,61,36.7,9.233,"26"
+"281",48.5,"No",3,"Female","Yes","Yes","No",108.058,19.91,"No",-0.205290062794066,1,0,3,0,8,0,"No","No","Active","No","Baccalaureat","No","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",406,3,63,36.8,9.55,"26"
+"282",40.25,"No",9.75,"Female","Yes","Yes","No",91.9938,18.67,"No",0.183812253200643,0,3,0,1,9,3,"No","Yes","Ex","Yes","Vocational","No","(2000-3000]","No","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No",407,3,63,36.9,9.033,"26"
+"283",48.08,"No",2.5,"Female","Yes","Yes","Yes",91.2934,21.07,"No",0.317276127969792,0,0,0,2,8,0,"No","No","Never","No","PhD","No","(3000-inf]","No","Yes","Yes","No","Yes","Yes","No","No","No","No","No","No","No",408,0,51,36.8,9.383,"26"
+"284",42.92,"Yes",1,"Female","No","Yes","Yes",127.454,21.48,"No",0.119303242535473,1,3,0,1,6,3,"No","Yes","Active","No","Vocational","No","[0-1000]","Yes","Yes","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",409,0,95,36.6,9.683,"26"
+"285",48.5,"No",0.167,"Female","Yes","No","No",111.852,28.98,"Yes",0.184449515944337,1,3,0,3,7,3,"No","Yes","Ex","Yes","Bachelor","No","(3000-inf]","No","Yes","Yes","No","No","No","No","No","No","No","No","No","No",410,3,61,36.4,8.7,"26"
+"286",49.17,"Yes",6,"Female","Yes","Yes","Yes",96.0924,18.92,"Yes",0.265967027264643,0,0,0,2,8,0,"No","No","Never","Yes","PhD","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",411,0,52,36.3,8.55,"74"
+"287",44.25,"No",1.5,"Female","Yes","Yes","Yes",92.127,21.9,"Yes",-0.27647383465793,1,0,0,2,8,0,"No","Yes","Ex","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","Yes","No","Yes",412,0,59,36.4,8.883,"74"
+"288",47.58,"No",2,"Female","No","Yes","Yes",85.2912,31.55,"No",-0.371398822092453,1,0,0,1,8,14,"No","Yes","Never","Yes","Vocational","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",413,3,67,36.9,9.217,"74"
+"289",45.5,"No",3,"Female","Yes","Yes","Yes",97.0173,20.07,"No",0.205171361821778,1,0,0,3,8,0,"No","Yes","Never","No","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",414,0,77,37.3,9.583,"74"
+"290",48.42,"No",0,"Female","Yes","No","No",100.396,24.24,"No",0.513453713895276,2,0,0,0,7,0,"No","No","Never","Yes","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",416,1,56,36.2,8.55,"75"
+"291",43.92,"No",0,"Female","Yes","Yes","Yes",91.175,21.33,"No",0.312017860951569,0,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","No","No",417,0,69,37.1,9.217,"75"
+"292",44.83,"No",1,"Female","Yes","Yes","No",94.8556,20.68,"Yes",-0.0898990963220246,0,0,0,2,9,3,"No","Yes","Ex","Yes","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No",418,0,73,36.7,9.267,"75"
+"293",42.5,"No",1.5,"Female","Yes","Yes","No",73.7716,25.46,"Yes",-0.121344554864902,1,0,0,1,7,0,"No","No","Never","Yes","Baccalaureat","Past","(3000-inf]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",419,0,66,36.7,9.583,"75"
+"294",47.33,"Yes",0.167,"Female","No","Yes","No",92.9235,25.39,"No",0.304671899453678,1,0,0,2,8,0,"No","No","Never","Yes","Vocational","Current","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",421,0,51,36.3,9.117,"82"
+"295",46.17,"No",1.5,"Female","Yes","Yes","Yes",84.735,21.13,"No",0.020994154388199,0,0,0,0,9,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",422,0,56,36.4,8.883,"108"
+"296",42.5,"Yes",1,"Female","Yes","No","Yes",96.2878,20.06,"Yes",0.500740859414851,1,0,0,1,9,3,"No","No","Active","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",423,0,64,36.5,9.517,"109"
+"297",48.08,"Yes",1,"Female","No","No","No",78.0401,20.93,"No",-0.158046756362039,0,0,0,0,8,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",424,4.66666666666667,63,36.2,8.767,"110"
+"298",44.25,"No",2,"Female","Yes","No","Yes",102.281,24.09,"Yes",0.586731705393194,1,0,0,2,9,0,"No","No","Never","Yes","Vocational","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",425,0,65,36.4,9.55,"111"
+"299",41.42,"No",0,"Female","Yes","Yes","No",93.9467,23.59,"No",0.208703903125788,1,0,0,1,8,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",426,0,67,37.1,8.567,"131"
+"300",46.08,"No",3,"Female","Yes","Yes","Yes",107.018,19.13,"No",0.210368931932926,0,0,0,2,8,3,"No","Yes","Ex","Yes","PhD","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",427,1,61,36.5,8.9,"131"
+"301",45.33,"No",1,"Female","Yes","Yes","Yes",110.855,27.43,"No",0.627087997029893,1,0,0,0,7,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",428,0,58,36.4,9.067,"136"
+"302",44.83,"No",1,"Female","No","Yes","No",101.106,21.56,"No",0.122478138060643,1,0,0,0,7,0,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",430,0,76,36.5,8.583,"136"
+"303",47.83,"No",0,"Female","No","No","No",108.526,20.7,"No",-0.0567086043914689,0,0,0,2,7,0,"No","No","Ex","Yes","Bachelor","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",431,0,52,36.4,8.817,"136"
+"304",46.42,"No",3,"Female","Yes","Yes","Yes",102.16,23.22,"No",-0.398758660152718,1,0,0,1,7,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","Yes","No","No","No","No","No","No","No","No","No","No","No",432,0,50,36.2,8.933,"136"
+"305",48.08,"Yes",1.5,"Female","Yes","No","No",132.919,23.73,"No",0.0325763513509642,1,0,0,2,8.5,3,"No","No","Never","No","PhD","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","No","No",433,1,59,36.4,9.133,"137"
+"306",44.42,"No",3.5,"Female","No","Yes","Yes",87.1657,20.13,"Yes",0.206363349607536,0,0,0,1,8,0,"No","No","Active","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",434,0,69,36.2,8.683,"137"
+"307",40.67,"No",2,"Female","No","Yes","Yes",103.687,23.22,"No",0.120003518932788,0,0,0,2,8,0,"No","No","Never","Yes","PhD","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",435,0,73,36.7,9.283,"137"
+"308",48.5,"No",2,"Female","Yes","Yes","Yes",111.105,25.96,"Yes",-0.0651783210116188,2,0,0,1,9,0,"No","Yes","Never","Yes","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",436,0,74,36.8,8.55,"138"
+"309",41.67,"No",4.5,"Female","No","No","Yes",95.4712,29.41,"Yes",0.153427274419737,1,0,0,0,8,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","Yes","No","Yes","No","Yes","Yes",437,0,72,36.7,8.8,"138"
+"310",42.08,"No",3,"Female","Yes","No","Yes",86.6782,20.95,"No",0.187127535450946,0,0,0,1,8,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",438,0,55,36,9.3,"138"
+"311",43,"No",0.666,"Female","Yes","Yes","Yes",94.2426,23.53,"Yes",0.0516066629069418,1,0,3,1,8,3,"No","Yes","Never","Yes","Vocational","No","(2000-3000]","No","Yes","No","No","No","No","No","No","No","No","No","No","No",439,5.66666666666667,69,37.4,9.55,"138"
+"312",46.17,"Yes",0,"Female","No","Yes","No",93.6392,19.97,"Yes",-0.0829295936007884,0,0,0,2,9,3,"No","No","Active","Yes","Vocational","No","(1000-2000]","No","No","No","No","Yes","No","No","No","No","No","No","Yes","No",440,1,55,37,9.433,"144"
+"313",48,"No",1.5,"Female","Yes","Yes","No",106.436,30.12,"No",0.237649547494574,1,0,0,0,8,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","Yes","Yes","No","No","Yes","No","No","No","No","No",441,0,52,36.3,9.517,"144"
+"314",47.33,"No",0,"Female","Yes","Yes","Yes",93.9618,19.06,"Yes",0.188906522521846,0,0,0,0,8,0,"No","No","Never","Yes","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",443,0,74,36.7,8.8,"150"
+"315",42.5,"Yes",0.666,"Female","Yes","No","Yes",95.4551,20.17,"Yes",0.0456138984013564,0,0,0,0,7,0,"No","No","Active","No","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",444,0,68,36.2,9.8,"150"
+"316",45.58,"No",5.332,"Female","Yes","No","Yes",78.1995,24.74,"No",-0.252903927846788,1,0,3,1,5,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",445,0,65,36.9,8.95,"150"
+"317",44.5,"No",0,"Female","Yes","Yes","Yes",91.6597,22.95,"No",0.51448549268141,1,0,0,1,7,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","Yes","No","No","Yes","No","Yes",446,0,64,36.5,8.55,"151"
+"318",43.75,"No",2.5,"Female","Yes","Yes","No",92.5966,25.07,"No",0.474284572643031,2,0,0,1,7,3,"No","Yes","Active","Yes","Bachelor","Past","(3000-inf]","No","No","Yes","No","No","No","No","Yes","No","No","Yes","Yes","Yes",447,1,69,37.1,9.55,"151"
+"319",44.42,"No",0,"Female","Yes","Yes","Yes",82.7065,26.77,"No",0.311505527217727,0,0,0,1,7,0,"No","Yes","Never","Yes","PhD","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","Yes","Yes","No","Yes","No",448,0,55,37.1,9.317,"151"
+"320",45.08,"No",3,"Female","No","No","No",85.7001,21.41,"No",0.561874356973248,0,0,0,1,6,0,"No","No","Never","Yes","PhD","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",449,0,66,37.2,9.05,"152"
+"321",46.33,"Yes",4,"Female","Yes","Yes","Yes",85.1165,23.63,"No",0.174413055822894,1,3,0,3,7,3,"No","Yes","Ex","No","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","Yes",450,0,58,36.6,9.683,"157"
+"322",49.5,"No",0,"Female","No","No","Yes",96.3272,22.76,"Yes",-0.233980669264646,1,0,3,3,7,3,"No","Yes","Ex","Yes","Baccalaureat","No","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",451,2,57,36.7,9.8,"158"
+"323",42.08,"No",1.5,"Female","Yes","Yes","No",92.6879,25.55,"No",0.521008333820513,2,0,3,0,8.5,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","Yes","No","No","No","No","No","No","No","Yes","No","No","No",452,0,55,36.7,9.183,"158"
+"324",49.92,"Yes",3.5,"Female","Yes","No","No",107.931,23.3,"No",-0.25412547378113,0,0,0,1,8,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","Yes","No","No","Yes","No","No","No","No","No","Yes","No","Yes","No",453,0,54,36,9.183,"158"
+"325",41.58,"No",1,"Female","Yes","Yes","Yes",85.148,22.86,"No",-0.0377186880742055,2,3,0,1,6,3,"No","No","Active","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","No","No",454,1,61,36.3,8.717,"158"
+"326",46.08,"Yes",0,"Female","No","Yes","No",108.387,19.33,"No",0.151731913196237,1,3,0,1,8,3,"No","Yes","Active","No","Baccalaureat","No","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",455,1,73,36.6,9.05,"159"
+"327",40.5,"No",1,"Female","Yes","Yes","No",62.924,23.53,"No",-0.229087158540276,1,0,14,0,10,3,"No","No","Ex","Yes","UpToPrimary","Current","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","No","No",456,1,55,36.8,9.8,"159"
+"328",47.08,"Yes",1.5,"Female","Yes","No","No",101.87,27.23,"No",-0.0152734678860167,3,0,0,1,8,3,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",457,0,57,36,9.567,"164"
+"329",43.25,"No",2,"Female","No","Yes","No",92.8975,21.15,"Yes",0.122433369880028,0,0,0,1,7.5,3,"No","Yes","Never","Yes","PhD","No","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","Yes","No","No","No","Yes","No",459,0,63,36.3,8.55,"165"
+"330",49.83,"No",1,"Female","Yes","Yes","No",101.123,26.72,"Yes",0.491733468274356,1,0,0,0,8,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",460,0,54,36.8,9.067,"166"
+"331",48.67,"No",5.25,"Female","Yes","Yes","No",128.021,26.12,"No",-0.300093006127053,1,0,0,1,9,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",462,0,62,36.7,9.05,"171"
+"332",40.25,"No",3,"Female","Yes","Yes","Yes",66.6326,25.65,"Yes",0.32254231035454,2,0,0,1,8,3,"No","No","Ex","No","Vocational","No","(1000-2000]","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",463,0,56,36.6,9.8,"171"
+"333",47.67,"Yes",0.333,"Female","No","No","Yes",88.6273,20.69,"Yes",0.397260892846551,1,0,0,0,8,0,"No","No","Ex","Yes","Vocational","No","[0-1000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",464,0,48,36.3,9.583,"178"
+"334",48.25,"No",0,"Female","No","No","Yes",104.635,25.71,"No",0.424588164227504,2,0,0,0,7.5,0,"No","No","Active","Yes","Baccalaureat","No","(1000-2000]","Yes","Yes","Yes","No","No","Yes","No","No","No","No","No","Yes","No",465,0,54,36.9,9.8,"178"
+"335",40.08,"No",0.5,"Female","Yes","Yes","Yes",77.3856,20.19,"No",0.33330555146436,0,3,3,1.366,7,14,"No","No","Ex","Yes","Vocational","No","[0-1000]","No","No","Yes","Yes","No","Yes","No","Yes","No","No","No","Yes","No",466,0,65,36.5,9.8,"179"
+"336",47.75,"Yes",0,"Female","No","Yes","Yes",76.6988,21.77,"Yes",0.193302937686057,0,0,0,1,7,3,"No","No","Active","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","Yes","No","Yes","No",467,0,65,36.5,9.6,"185"
+"337",47.33,"Yes",0.666,"Female","No","No","No",96.0505,24.24,"Yes",0.315686993504941,1,0,0,0,7.5,3,"No","Yes","Active","Yes","Bachelor","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",468,2,54,36.4,8.9,"187"
+"338",44.33,"Yes",4,"Female","No","Yes","No",93.8662,23.62,"No",0.412693581675919,1,0,0,1,7,0,"No","No","Active","Yes","Vocational","No","(1000-2000]","Yes","No","No","No","No","No","No","Yes","No","No","No","Yes","No",469,0,60,36.2,8.8,"193"
+"339",46.67,"No",0.5,"Female","No","Yes","Yes",84.7322,23.12,"No",0.476687610667754,1,0,0,1,8,0,"No","Yes","Ex","Yes","Baccalaureat","No","(1000-2000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",470,0,62,36.4,9.217,"206"
+"340",45.92,"No",4,"Female","Yes","Yes","Yes",85.2712,22.2,"No",0.432902112393639,0,0,0,0,7,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","Yes","Yes","Yes","No","No","No","No","Yes","No","No","Yes","Yes","No",471,0,62,36.6,9.4,"206"
+"341",41.42,"No",2,"Female","Yes","Yes","Yes",78.3365,27.77,"Yes",0.516460160763146,1,0,0,0,8,0,"No","No","Never","Yes","Vocational","Current","(1000-2000]","No","No","No","No","No","No","No","Yes","Yes","No","No","Yes","Yes",472,0,55,36.9,9.067,"207"
+"342",48,"No",2,"Female","No","Yes","Yes",100.39,21.96,"Yes",0.570025314687165,1,0,0,3,6.5,3,"No","No","Never","Yes","PhD","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","Yes","No","Yes","Yes",473,2,43,36.4,9.783,"208"
+"343",40.83,"No",0.5,"Female","Yes","Yes","Yes",103.85,19.03,"No",0.298942037402316,0,0,0,0,8,0,"No","No","Active","Yes","Bachelor","No","(3000-inf]","Yes","Yes","Yes","Yes","No","No","No","Yes","No","No","No","Yes","Yes",474,0,65,36.5,9.1,"220"
+"344",40.58,"No",4,"Female","No","No","No",136.358,19.47,"Yes",0.416093489112537,0,3,0,2,8,3,"No","Yes","Never","Yes","PhD","No","[0-1000]","Yes","No","Yes","No","Yes","No","No","No","No","No","No","Yes","No",475,0,49,36.8,8.883,"221"
+"345",47,"Yes",3,"Female","Yes","Yes","Yes",84.9024,22.32,"No",0.139894036554662,0,0,0,0,8,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","No",476,0,54,36.1,9.25,"227"
+"346",43.17,"No",6,"Female","Yes","No","Yes",88.3462,30.86,"Yes",0.357083413242876,1,0,0,0,9,0,"No","No","Never","No","Baccalaureat","Past","(1000-2000]","Yes","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",477,0,57,36.7,9.4,"228"
+"347",47.67,"Yes",3.5,"Female","No","No","No",102.164,27.47,"No",0.46562301560373,2,0,0,2,7,3,"No","No","Active","No","Bachelor","Past","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","No","No",478,2,70,36.6,9.517,"228"
+"348",42.5,"No",0,"Female","Yes","Yes","Yes",99.8165,27.88,"No",0.278539925926672,2,0,0,1,6,3,"No","No","Never","Yes","PhD","No","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","No",479,0,74,36.6,9.05,"229"
+"349",41.5,"No",2,"Female","Yes","Yes","Yes",76.4519,20.93,"No",0.226371008957835,0,0,0,0,8,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","Yes","Yes","No","No","No","No","Yes","No","Yes","No","Yes","No",480,0,65,37,9.083,"241"
+"350",47.67,"No",2,"Female","Yes","Yes","No",81.7741,21.33,"No",0.0654366026695902,0,0,0,1,7.64151666666667,0,"No","No","Never","Yes","Vocational","No","(3000-inf]","Yes","Yes","Yes","Yes","No","Yes","No","No","No","Yes","No","Yes","No",481,0,72,37,9.5,"248"
+"351",47.58,"No",4,"Female","Yes","Yes","Yes",88.085,21.21,"Yes",0.198502926928464,1,0,0,1,8,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",482,0,49,36.6,9.133,"255"
+"352",41.67,"No",2,"Female","No","No","Yes",75.4135,20.43,"No",0.288209841947271,0,0,0,0,7.5,0,"No","No","Never","Yes","Vocational","No","[0-1000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",484,0,70,37.2,9.3,"257"
+"353",48.67,"Yes",1,"Female","Yes","No","No",90.4046,25.35,"No",-0.0744026720102051,1,3,0,1,8.5,3,"No","No","Ex","Yes","Baccalaureat","No","(1000-2000]","No","No","No","No","Yes","No","No","No","No","No","No","Yes","No",485,0,55,36.3,8.967,"290"
+"354",47.83,"No",1,"Female","No","No","No",95.4982,31.86,"No",-0.0121816578658672,1,3,0,1,7,3,"No","No","Ex","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","Yes",486,0,56,36,9.8,"291"
+"355",42.42,"No",0,"Female","Yes","Yes","Yes",87.0904,22.83,"No",-0.321849839601555,1,0,0,0,7,0,"No","Yes","Ex","Yes","Vocational","No","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",488,0,55,36.8,9.583,"292"
+"356",40.5,"No",2,"Female","Yes","Yes","No",72.7935,20.2,"No",0.455654657897256,1,0,0,1,8,0,"No","Yes","Never","Yes","Vocational","No","(2000-3000]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","Yes","No",489,0,38,36.4,9.8,"297"
+"357",42.83,"No",1.5,"Female","No","No","Yes",108.128,20.44,"No",0.344089383182142,0,3,0,2,7,3,"No","Yes","Never","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","Yes","Yes","Yes","Yes","Yes","No",490,1,47,36.4,8.9,"297"
+"358",43.08,"No",3,"Female","Yes","Yes","Yes",80.5147,24.69,"No",0.165490580299794,0,0,0,0,6.5,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","No","No","No","Yes","No","No","No","No","No","Yes","No",492,0,47,36.5,9.3,"297"
+"359",43.42,"Yes",1.5,"Female","No","Yes","Yes",101.278,21.48,"Yes",0.397677515776828,0,0,0,0,8,3,"No","No","Active","Yes","Bachelor","No","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",495,2,58,36.5,8.883,"304"
+"360",44.83,"No",0,"Female","Yes","Yes","Yes",78.1967,20.02,"No",0.365533226255793,0,0,0,1,9,3,"No","Yes","Never","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",496,0,54,36.3,9.867,"304"
+"361",47.75,"No",1,"Female","Yes","No","Yes",58.667,20.93,"No",0.425640591356101,1,0,0,2,8,0,"No","No","Ex","Yes","UpToPrimary","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",497,0,67,36.8,8.9,"304"
+"362",43.83,"No",49,"Female","Yes","Yes","No",103.672,21.25,"No",0.304194268182335,1,0,0,1,8,0,"No","Yes","Never","Yes","Vocational","Past","(2000-3000]","Yes","No","No","No","No","No","No","No","No","No","No","Yes","No",498,0,65,36.4,8.967,"305"
+"363",45.75,"No",6,"Female","No","Yes","No",105.646,22.86,"No",0.769840511809315,1,0,0,0,7,3,"No","No","Ex","Yes","Vocational","No","(1000-2000]","No","No","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes",499,0,64,36.7,9.333,"319"
+"364",48.83,"Yes",0,"Female","No","Yes","Yes",107.19,25.28,"Yes",-0.249688279363944,1,0,0,1,7,0,"No","No","Ex","Yes","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",500,0,59,36.4,8.833,"319"
+"365",46.75,"No",0.5,"Male","Yes","No","Yes",94.0426,23.18,"No",0.384490835241168,0,0,0,2,7,3,"No","Yes","Never","No","Baccalaureat","No","(2000-3000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",501,4.66666666666667,64,36.4,8.567,"24"
+"366",48.42,"No",2.967863,"Male","Yes","Yes","Yes",103.223,25.94,"No",0.348924479711557,0,0,0,0,7,0,"No","Yes","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",502,0,58,36.2,8.917,"24"
+"367",44.17,"No",3,"Male","Yes","Yes","Yes",94.8686,23.24,"Yes",0.152754399169591,0,0,0,0,6,0,"No","No","Never","Yes","Vocational","Current","(3000-inf]","Yes","Yes","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",505,0,56,36.2,8.467,"24"
+"368",43.33,"No",3,"Male","Yes","Yes","No",84.8827,21.06,"No",0.626437041452789,0,0,0,1,7,0,"No","No","Ex","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",506,0,56,36,8.583,"24"
+"369",44.83,"No",6,"Male","Yes","No","Yes",89.5019,30.36,"Yes",0.662842497727637,3,0,0,1,8,3,"No","No","Ex","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",507,0,80,36.4,8.75,"24"
+"370",45.33,"Yes",6,"Male","Yes","Yes","Yes",76.8713,24.67,"No",0.290184393906477,0,0,0,1,7,0,"No","No","Ex","No","Vocational","Past","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",508,0,63,36.3,8.883,"24"
+"371",46.17,"No",1,"Male","No","No","Yes",86.5028,25.71,"No",0.162240147158451,1,0,0,1,7,0,"Yes","Yes","Active","Yes","PhD","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",509,0,72,36.9,9.45,"24"
+"372",44,"No",6,"Male","No","No","Yes",86.2144,28.73,"No",0.291181626220425,3,3,8,3,8,3,"No","No","Never","No","PhD","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",510,1,45,36.1,9.75,"24"
+"373",45.42,"No",4,"Male","Yes","Yes","Yes",89.4895,27.77,"Yes",0.515909467413169,1,0,0,1,8,3,"No","Yes","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","Yes","Yes","No","No","No","No","No","No","No",513,0,49,36.4,9.583,"25"
+"374",48.58,"No",1,"Male","Yes","Yes","Yes",85.4486,26.47,"No",0.406930627715404,1,0,3,0,7,3,"No","Yes","Active","No","Baccalaureat","Past","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",514,0,50,36.2,8.55,"67"
+"375",48.08,"No",1,"Male","Yes","Yes","Yes",106.263,23.4,"No",0.171014858497944,0,0,0,0,8,0,"No","No","Never","Yes","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",515,0,46,36.3,8.55,"73"
+"376",41.92,"No",4.5,"Male","Yes","Yes","No",92.3415,28.69,"Yes",0.19046020667305,3,0,0,0,7,0,"No","No","Ex","Yes","PhD","Past","(3000-inf]","No","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",516,0,43,36.4,8.883,"73"
+"377",43.92,"No",0,"Male","Yes","No","No",85.5062,25.3,"Yes",0.120935994154626,1,0,0,1,8,3,"No","No","Never","Yes","Baccalaureat","Past","(3000-inf]","Yes","Yes","Yes","Yes","No","No","No","No","Yes","Yes","Yes","Yes","Yes",517,0,57,36.3,9.217,"73"
+"378",45.5,"No",0,"Male","Yes","Yes","Yes",82.0191,21.29,"No",0.39650326766784,1,0,0,2,8,0,"No","No","Never","Yes","Vocational","Current","(3000-inf]","No","No","No","Yes","No","No","No","No","No","No","No","Yes","Yes",518,0,57,36.1,9.567,"73"
+"379",45.58,"No",0,"Male","No","Yes","No",119.504,23.24,"Yes",0.423471344815924,0,0,0,1.201,6,3,"No","Yes","Active","Yes","Vocational","No","(2000-3000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","No",520,0,56,36.6,9.467,"73"
+"380",46.5,"No",1,"Male","Yes","Yes","Yes",72.9082,26.19,"No",-0.0988693528800086,0,0,0,0,9,0,"No","No","Active","Yes","PhD","No","(3000-inf]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",522,0,54,36.4,9.167,"73"
+"381",45.58,"No",3,"Male","Yes","Yes","No",114.478,25.72,"No",0.338467530453407,2,0,0,0,6,3,"No","No","Active","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",524,0,66,36.1,9.6,"74"
+"382",40.5,"No",3,"Male","Yes","Yes","No",97.3337,22.89,"Yes",0.319576054744993,0,0,0,1,7,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",526,0,52,36.3,9.133,"74"
+"383",44.25,"Yes",6,"Male","No","Yes","Yes",89.2713,24.53,"No",0.250863386198251,0,0,0,1,6,3,"No","Yes","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",528,0,55,36.1,8.55,"108"
+"384",40.17,"No",0,"Male","No","No","Yes",103.695,21.79,"No",-0.0925452076056063,2,0,0,1,8,3,"No","No","Never","No","PhD","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",529,0,70,36.7,8.533,"110"
+"385",45.25,"No",2,"Male","Yes","No","Yes",92.4112,27.13,"Yes",0.344412123063843,2,0,0,1,7,3,"No","No","Ex","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","Yes","No","No","No",531,0,67,36.1,9.15,"111"
+"386",44.92,"No",0,"Male","Yes","Yes","No",86.4462,21.87,"No",-0.00180205437768037,0,0,0,0,7,0,"No","Yes","Active","No","Vocational","Past","[0-1000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",532,0,54,36.6,9.617,"131"
+"387",48.17,"No",0,"Male","Yes","Yes","Yes",104.413,24.09,"No",0.232033676595344,1,0,0,0,8.5,0,"No","No","Never","Yes","Vocational","Past","(1000-2000]","No","No","No","No","Yes","Yes","No","No","No","No","No","No","Yes",533,0,59,36.4,8.8,"136"
+"388",40.67,"Yes",3,"Male","Yes","Yes","Yes",97.9878,22.98,"No",0.397776401782966,0,0,0,0,8,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",535,1,48,36.3,9.4,"138"
+"389",41.58,"Yes",1.5,"Male","No","No","Yes",109.626,21.3,"No",-0.0541315261644486,1,0,0,1,6,0,"No","Yes","Active","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","Yes",536,3,66,36.5,9.3,"143"
+"390",41.33,"Yes",2,"Male","No","No","Yes",106.468,25.28,"No",0.624336386039115,2,0,0,0,8,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","Yes","No","No","No","No","No","No","No","No",537,0,59,36.5,9.8,"143"
+"391",47.33,"No",0,"Male","Yes","Yes","Yes",96.3585,26.17,"No",0.0867343839380707,1,0,0,0,7,3,"No","No","Ex","Yes","Vocational","Current","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",538,0,55,36.7,9.383,"143"
+"392",49.92,"No",4,"Male","No","No","No",90.0067,22.53,"No",0.328057545966134,0,0,0,1,6,3,"No","No","Never","No","UpToPrimary","Past","[0-1000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",539,2,82,36.7,9.8,"144"
+"393",47.42,"Yes",2.166,"Male","No","No","Yes",90.7939,26.7,"No",-0.332693003919319,1,0,0,3,6,0,"No","No","Ex","No","Vocational","Past","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",540,0,57,36.3,9.417,"150"
+"394",44.92,"No",0.333,"Male","Yes","Yes","Yes",104.236,24.89,"Yes",-0.138727021093933,0,3,0,1,8,3,"No","No","Active","Yes","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",541,0,53,36.7,9.8,"152"
+"395",44.33,"No",10.5,"Male","Yes","Yes","Yes",81.4738,25.5,"No",0.527235654347695,0,0,0,1,5,0,"No","Yes","Never","Yes","Vocational","No","(1000-2000]","Yes","Yes","No","No","No","No","No","Yes","No","No","No","Yes","Yes",542,0,55,36,8.55,"157"
+"396",43.08,"No",0.5,"Male","Yes","Yes","No",100.673,18.64,"No",-0.10232747804035,0,0,0,0,8,0,"No","Yes","Active","No","Baccalaureat","No","(1000-2000]","No","Yes","No","No","No","No","No","No","No","Yes","No","No","No",543,0,58,36.5,9.05,"158"
+"397",48.75,"No",3,"Male","Yes","No","No",92.7538,23.83,"Yes",-0.0574432488858698,0,0,0,0,5,0,"No","Yes","Never","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",544,0,59,36.8,9.517,"159"
+"398",42.83,"No",0.5,"Male","Yes","Yes","Yes",101.931,21.63,"No",0.0619602660106032,2,0,0,1,8,3,"No","No","Ex","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","Yes","No","No","No","No","No",545,0,62,36.1,8.833,"164"
+"399",48.42,"Yes",4,"Male","Yes","Yes","No",94.4042,20.51,"No",-0.123659517769127,1,0,0,1,8,0,"No","No","Active","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",547,0,76,36,9.5,"165"
+"400",43.5,"Yes",1,"Male","No","No","Yes",67.1555,24.11,"No",-0.12263884871672,1,0,0,1.413,5,3,"No","No","Active","No","UpToPrimary","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",548,1,62,36,9.7,"165"
+"401",42,"No",0.75,"Male","Yes","Yes","Yes",85.3759,23.09,"No",0.243439863193203,1,0,0,0,8,0,"No","No","Never","Yes","UpToPrimary","No","(3000-inf]","Yes","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes","Yes",549,0,63,36.5,9.8,"172"
+"402",49.83,"Yes",0,"Male","Yes","Yes","Yes",73.9113,24.44,"No",0.0818308168684702,1,3,3,0,7,0,"No","Yes","Ex","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",550,3,65,36.1,9.467,"172"
+"403",44.42,"No",3,"Male","Yes","Yes","No",81.1591,26.95,"No",0.180756121111852,2,0,0,1,8,0,"Yes","No","Ex","No","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",551,0,69,36.2,8.95,"173"
+"404",43.08,"No",0,"Male","Yes","Yes","Yes",74.3001,30.05,"Yes",0.144651526977131,2,0,0,1,8,0,"No","No","Never","No","Vocational","Past","(2000-3000]","No","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","Yes",552,0,65,36.7,9.267,"173"
+"405",47.92,"No",3,"Male","Yes","No","Yes",80.6479,25.28,"Yes",0.136448056990828,1,0,0,1,7,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",553,0,60,36.2,8.55,"178"
+"406",48.58,"Yes",4,"Male","No","No","No",81.5202,24.75,"No",0.540661795658364,3,0,0,0,8,0,"No","No","Active","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","Yes","Yes","No","No","Yes","No","Yes","No","Yes",554,0,68,36.5,9.3,"179"
+"407",42.92,"No",2,"Male","Yes","No","No",86.4508,23.24,"No",0.411813552029502,1,0,0,0,8.5,0,"No","Yes","Never","Yes","PhD","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",555,0,54,36.4,9.067,"187"
+"408",48.5,"No",0,"Male","Yes","Yes","Yes",67.5983,24.11,"Yes",0.461609088541415,0,3,0,0,6,8,"No","No","Never","Yes","Vocational","Past","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",556,0,54,36.5,9.35,"187"
+"409",41.75,"No",0.666,"Male","No","No","Yes",98.2291,28.4,"No",0.393368445597554,4,0,0,1,7,3,"No","No","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","Yes","Yes","No","Yes","No","No","No","Yes","Yes","No",557,0,56,36,9.333,"192"
+"410",48.5,"Yes",2,"Male","No","No","Yes",103.464,27.75,"No",0.194604974585482,1,0,0,0,7,0,"No","No","Never","Yes","UpToPrimary","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",558,0,55,36.3,9.8,"201"
+"411",49,"Yes",3.5,"Male","Yes","Yes","Yes",78.5321,24.91,"No",0.318671458476586,2,0,0,1.394,5,3,"No","No","Never","No","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","Yes","No","No","Yes",559,2,55,36.4,8.717,"201"
+"412",43.08,"No",4.5,"Male","Yes","Yes","Yes",77.3939,21.5,"No",0.419748049094538,0,0,0,1,7,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",560,0,45,36.1,9.55,"206"
+"413",41.25,"No",0.666,"Male","Yes","Yes","No",81.6276,31.48,"No",0.256081785617885,1,0,0,0,10,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","No","No","No","No",563,0,50,36.5,8.8,"215"
+"414",47,"No",2,"Male","No","Yes","No",82.6234,26.88,"No",0.494474929258416,1,0,0,0,7,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","Yes","Yes","Yes","Yes","Yes","Yes",564,0,47,36.3,9.333,"215"
+"415",40.67,"No",2,"Male","Yes","Yes","No",72.0315,22.98,"No",0.593381702022547,0,0,0,0,6,0,"No","No","Never","Yes","Bachelor","Current","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",565,0,47,36.9,9.367,"215"
+"416",41.5,"No",4,"Male","Yes","Yes","No",100.782,26.19,"No",0.181267655043598,1,0,0,3,7,8,"No","No","Active","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",566,0,54,36.3,9.8,"220"
+"417",49.58,"No",2,"Male","Yes","Yes","Yes",106.181,25.97,"No",0.325107910809244,1,0,0,0,9,0,"No","No","Active","Yes","Vocational","Current","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",567,0,74,36.3,9.117,"222"
+"418",43.92,"No",2,"Male","Yes","Yes","No",90.2273,26.44,"No",0.337613377832182,0,0,0,3,6,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","Yes","Yes","Yes","No","Yes","No","No","No","No","Yes","Yes","No",568,0,57,36.1,9.467,"222"
+"419",43.42,"No",3,"Male","Yes","Yes","No",74.9498,23.22,"No",0.317229336798735,1,0,0,0,8,0,"No","No","Never","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","Yes","Yes","Yes","No","Yes","Yes","No",570,0,47,36.5,9.05,"227"
+"420",48.92,"Yes",10,"Male","Yes","Yes","Yes",97.3772,24.16,"No",0.400613864271817,1,0,0,1,6.5,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",571,0,66,36.6,9.3,"227"
+"421",49.58,"Yes",10,"Male","Yes","Yes","Yes",97.3301,25,"No",0.286875512904308,1,0,0,0,7.20446666666667,0,"No","No","Ex","Yes","Vocational","Current","(2000-3000]","Yes","Yes","Yes","No","No","Yes","No","No","No","Yes","No","Yes","No",572,0,71,36.4,9.45,"227"
+"422",42.92,"No",10,"Male","Yes","Yes","No",84.3686,23.76,"No",0.471584357642874,0,0,0,0,7.5,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","No","No","Yes","Yes","No","No","Yes","No","No","No","No","No","No",573,0,46,36.1,8.8,"228"
+"423",49.17,"No",0,"Male","Yes","Yes","Yes",67.3899,23.59,"No",0.195408178807472,2,0,0,2,7,0,"No","No","Active","Yes","PhD","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",575,0,55,36.3,8.683,"229"
+"424",41.5,"No",3,"Male","Yes","Yes","Yes",88.1675,22.79,"Yes",0.215140733884874,0,0,0,1,7,0,"No","No","Ex","Yes","PhD","No","(3000-inf]","No","No","Yes","Yes","Yes","No","No","No","No","No","Yes","No","No",576,0,50,36.2,8.55,"241"
+"425",41.92,"Yes",3,"Male","No","No","Yes",91.8261,26.77,"No",0.250739118617098,0,0,0,1,7,0,"No","No","Ex","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",577,0,55,36.3,8.8,"241"
+"426",44.17,"Yes",0,"Male","No","No","Yes",86.6058,22.99,"No",0.291177902510027,1,0,0,1,6.5,3,"No","No","Active","Yes","Vocational","Current","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",578,0,62,36,9.05,"241"
+"427",40.58,"No",2,"Male","Yes","Yes","Yes",92.3762585,26.06,"No",0.185989375098212,2,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","No","No","No","No","No","No","No","No","Yes","No","No","Yes",579,0,70,36.1,9.317,"241"
+"428",43.83,"No",3.5,"Male","Yes","Yes","Yes",83.7601,22.54,"Yes",0.0818787359738557,1,0,0,0,8.5,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","Yes","No","No","No","Yes","No","Yes","Yes","Yes",580,0,49,36.2,9.817,"241"
+"429",42.75,"Yes",1.5,"Male","Yes","Yes","No",100.92,23.45,"Yes",0.401658167650676,1,0,0,0,7.5,0,"No","No","Ex","Yes","UpToPrimary","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","Yes",581,0,44,36.5,8.8,"248"
+"430",49.08,"No",0,"Male","Yes","Yes","Yes",98.2394,21.84,"Yes",0.453489805923544,0,0,0,0,6,0,"No","No","Ex","Yes","Bachelor","Current","(3000-inf]","No","No","Yes","No","No","Yes","No","No","No","Yes","No","No","No",582,0,70,36.3,9.05,"248"
+"431",45.5,"No",0,"Male","Yes","Yes","Yes",70.6028,30.48,"Yes",0.262428909781909,2,0,0,0,7,0,"No","Yes","Never","Yes","Vocational","Past","(1000-2000]","Yes","No","Yes","No","No","Yes","No","Yes","Yes","No","No","Yes","Yes",583,1,60,36.4,8.917,"248"
+"432",46.75,"Yes",2,"Male","No","No","No",108.764,22.75,"No",0.306274674604092,0,0,0,1,7,0,"No","No","Never","Yes","Baccalaureat","Current","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",584,0,40,36.2,8.55,"255"
+"433",40.33,"Yes",7,"Male","No","Yes","Yes",102.249,23.22,"Yes",0.226099626770015,0,0,0,1,6,3,"No","Yes","Active","No","UpToPrimary","No","[0-1000]","No","No","No","Yes","No","No","No","No","No","Yes","No","Yes","No",586,2,50,36.3,9.3,"264"
+"434",44.67,"Yes",4.5,"Male","No","Yes","No",94.9263,23.24,"Yes",0.276311099050919,1,3,0,3,5,3,"No","Yes","Active","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",587,1,73,36.3,9.05,"269"
+"435",49.92,"Yes",0.5,"Male","Yes","Yes","No",98.8051,24.15,"No",0.184740368164194,0,0,0,2,7,0,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",588,0,58,36,8.8,"278"
+"436",42.25,"No",1,"Male","Yes","No","Yes",105.779,22.14,"Yes",0.118014892895708,0,3,0,1,8,8,"No","Yes","Never","Yes","Baccalaureat","Past","(1000-2000]","No","No","No","Yes","No","No","No","No","No","Yes","No","Yes","No",589,1,49,36.4,8.8,"284"
+"437",46.83,"Yes",0,"Male","No","No","Yes",73.2526,29.58,"No",0.126575732447351,2,0,0,1,8,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","Yes","No","Yes","No","No","No","Yes","Yes","No",590,0,70,36.7,9.55,"292"
+"438",41.83,"No",1,"Male","Yes","Yes","Yes",91.1456,30.79,"No",0.184026586306583,3,0,0,1,6,3,"No","No","Ex","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","Yes","No","No","No","No","Yes","No","No","No",592,0,65,36.5,8.817,"298"
+"439",46.75,"No",18,"Male","No","Yes","Yes",79.6461,20.97,"No",0.465149132639775,0,0,0,0,7,0,"No","No","Never","Yes","Bachelor","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","No","No","No","No",593,0,39,36,8.95,"298"
+"440",40.33,"No",4.5,"Male","Yes","Yes","Yes",114.53,28.98,"No",0.427115276922107,1,0,0,2,7,3,"No","Yes","Ex","Yes","Vocational","No","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No","No","No",594,0,46,36,9.517,"298"
+"441",41.58,"No",1,"Male","Yes","Yes","Yes",93.1329,20.47,"Yes",0.532095922270388,0,0,0,1,7,0,"No","No","Never","No","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","Yes","Yes","No","Yes","No",595,0,45,36,8.667,"299"
+"442",47.08,"No",0,"Male","Yes","Yes","No",87.0428,29.72,"No",0.422180059246594,3,0,0,1,10,3,"No","No","Active","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",597,0,61,36.3,9.333,"305"
+"443",48.33,"No",2,"Male","Yes","Yes","No",107.717,24.28,"No",0.108349785796374,0,0,3,1,7,3,"No","Yes","Ex","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",598,0,53,36.7,9.783,"306"
+"444",40.25,"No",2,"Male","Yes","Yes","Yes",79.2119,27.96,"No",0.40627544742856,3,0,0,3,6,3,"No","No","Ex","Yes","Bachelor","No","(3000-inf]","No","No","Yes","Yes","No","No","No","Yes","No","No","No","No","No",599,0,50,36.5,9.25,"306"
+"445",48.17,"No",4.5,"Male","No","No","Yes",89.1214,26.58,"Yes",0.541907653678207,0,0,0,0,9,3,"No","No","Never","Yes","Baccalaureat","Past","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",600,0,58,36.3,9.617,"312"
+"446",57.83,"No",2,"Female","Yes","Yes","Yes",101.503,19.36,"Yes",-0.0511525224473813,2,0,0,3,8,0,"No","No","Active","No","Bachelor","No","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","No",601,0,69,36.7,8.55,"32"
+"447",56.5,"Yes",3,"Female","No","No","Yes",82.4778,27.33,"No",-0.385350881364017,2,0,0,1.266,7,3,"No","Yes","Ex","No","Vocational","No","(1000-2000]","No","No","No","No","Yes","Yes","No","No","No","Yes","No","Yes","No",602,0,65,36.8,9.017,"32"
+"448",55.58,"Yes",0.25,"Female","No","Yes","Yes",105.545,23.87,"No",0.0796722517323771,1,0,0,1,8.5,3,"Yes","Yes","Ex","Yes","PhD","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",603,0,52,36.3,9.4,"32"
+"449",58.25,"No",2,"Female","Yes","Yes","No",107.01,30.81,"No",0.45974715865024,1,14,0,0,9.5,0,"No","No","Never","No","Baccalaureat","No","(3000-inf]","No","No","No","No","Yes","No","No","No","No","No","No","No","No",604,0,55,36.6,9.733,"32"
+"450",57.33,"Yes",0,"Female","No","Yes","No",102.689,26.17,"Yes",0.618923237701001,2,0,0,0,7,0,"No","Yes","Never","Yes","UpToPrimary","Current","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",605,0,53,36,8.55,"33"
+"451",58.25,"No",6,"Female","Yes","Yes","No",93.4125,27.63,"No",-0.076048359734046,1,0,0,1,8,3,"No","No","Never","No","PhD","No","(1000-2000]","No","No","Yes","No","Yes","No","No","No","No","No","No","No","No",606,0,58,36.4,9,"33"
+"452",51.17,"No",1,"Female","Yes","Yes","No",90.806,20.71,"No",0.156666988532641,0,0,0,1,7.5,0,"No","No","Never","Yes","Bachelor","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",607,0,57,36.6,9.333,"33"
+"453",56.83,"No",0,"Female","Yes","Yes","Yes",74.4714,19.6,"Yes",-0.130874516688806,1,3,0,3,7,0,"No","Yes","Never","Yes","Bachelor","Current","(2000-3000]","Yes","Yes","No","Yes","No","Yes","No","No","No","No","No","No","No",609,2,62,36.8,8.733,"33"
+"454",50.58,"No",3,"Female","Yes","Yes","Yes",89.0153,25.09,"Yes",0.19718697026147,1,0,0,1,7,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","No","Yes","No","No","No","No","No","Yes","No","No","No",610,0,54,36.3,9.133,"33"
+"455",56.25,"No",0.25,"Female","Yes","Yes","No",90.5236,30.46,"No",0.231372706851609,2,0,0,2,8.5,0,"No","Yes","Never","No","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes",611,0,47,36.9,9.25,"33"
+"456",55.67,"No",1,"Female","No","No","Yes",110.018,18.5,"No",-0.0855156443129794,0,3,3,2,7.5,0,"No","Yes","Active","No","Bachelor","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",612,1,68,36.6,9.417,"33"
+"457",53.17,"No",0.5,"Female","No","Yes","No",91.5212,25.47,"No",0.666552327067762,3,0,0,3,6,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",613,0,67,36.1,8.967,"67"
+"458",54.25,"No",3.5,"Female","Yes","No","Yes",84.0812,20.39,"No",-0.0624545036425547,0,0,0,1,7,0,"No","Yes","Ex","No","Vocational","Past","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","No","Yes","Yes",614,2,72,36.5,8.883,"67"
+"459",52.92,"No",0.167,"Female","No","No","No",104.762,22.54,"Yes",0.177946654842798,0,0,3,3,7,3,"No","Yes","Active","Yes","Baccalaureat","No","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","No","No",615,2,55,36,9.017,"67"
+"460",58.25,"No",0.5,"Female","Yes","No","Yes",89.2695,23.03,"No",0.447442534779779,1,0,0,3,5,0,"No","No","Never","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","Yes",616,0,54,36.5,9.033,"68"
+"461",53.83,"No",0,"Female","Yes","Yes","No",105.387,23.91,"Yes",-0.177687931743477,2,0,0,1,9,3,"No","No","Active","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","Yes","No","Yes","No",617,0,50,36.2,9.683,"68"
+"462",51.17,"No",2.499,"Female","No","Yes","Yes",84.4383,19.59,"No",-0.203398762758257,1,0,0,1,7,0,"Yes","Yes","Ex","Yes","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",618,0,62,36.3,9.1,"68"
+"463",54.25,"No",0,"Female","No","No","No",97.5093,19.06,"Yes",-0.0489774829343713,0,0,0,1,7,0,"No","Yes","Never","Yes","UpToPrimary","No","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",619,0,55,36.4,9.4,"68"
+"464",51.58,"No",2,"Female","Yes","No","No",121.903,19.46,"No",0.43210098124639,1,0,0,1,7.5,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",620,0,55,36.3,9.4,"68"
+"465",53.08,"No",1.5,"Female","No","Yes","No",104.827,31.61,"No",0.640362893128237,2,0,0,1,7.79393333333333,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","Yes",621,0,52,36.2,9.55,"68"
+"466",58.67,"No",0,"Female","Yes","No","No",92.8453,20.93,"No",0.23115147394222,0,0,0,1,7,3,"No","No","Ex","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","Yes",622,0,56,36.2,9.767,"68"
+"467",57.92,"No",1,"Female","Yes","No","No",87.6723,23.91,"No",-0.250011163992445,1,0,3,3,8,3,"No","Yes","Never","Yes","Vocational","No","(3000-inf]","Yes","No","No","No","No","Yes","No","No","No","Yes","No","Yes","Yes",623,1,65,36.6,8.883,"75"
+"468",52.33,"Yes",2,"Female","No","No","Yes",111.561,26.76,"No",-0.0717857754240779,1,0,3,1,7,3,"No","No","Ex","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",624,0,66,36.5,9.55,"75"
+"469",57.75,"No",2.001,"Female","Yes","No","Yes",97.324,30.09,"No",0.375802122806551,2,0,0,1.288,5,0,"No","No","Never","No","UpToPrimary","Past","(2000-3000]","No","No","Yes","No","No","Yes","No","No","Yes","No","No","Yes","Yes",625,0,62,36.5,9.05,"108"
+"470",59,"Yes",6,"Female","No","No","Yes",98.9339,20.66,"Yes",-0.163126281891314,1,0,0,2,8,3,"No","No","Ex","Yes","Bachelor","No","(1000-2000]","Yes","No","No","No","No","Yes","No","No","No","No","No","Yes","No",626,0,49,36.2,8.717,"108"
+"471",55.25,"No",5.25,"Female","Yes","No","No",112.92,21.87,"No",-0.11254183602186,0,3,3,1,6,0,"No","No","Never","Yes","Vocational","Current","[0-1000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",627,2,54,36.3,9.15,"108"
+"472",59.17,"No",2,"Female","Yes","No","No",113.228,24.88,"Yes",-0.230712209947661,1,0,0,0,8,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",629,0,84,36,9.483,"110"
+"473",54.92,"Yes",2,"Female","No","No","Yes",103.636,26.37,"Yes",-0.132312334477094,1,8,3,1,8,8,"No","Yes","Ex","Yes","UpToPrimary","Current","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",630,14,66,36.5,9.05,"111"
+"474",53.33,"No",4,"Female","Yes","No","No",86.6983,27.73,"No",-0.0318696347671585,1,0,0,0,6,0,"No","No","Never","Yes","UpToPrimary","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",631,0,59,36,9.3,"111"
+"475",50.92,"Yes",6,"Female","Yes","No","No",90.0037,19.77,"Yes",0.441163315634254,0,0,0,2,8,3,"No","Yes","Never","No","Baccalaureat","No","[0-1000]","No","No","No","Yes","No","No","No","No","No","Yes","No","No","No",632,2,54,37,8.567,"111"
+"476",52.33,"No",0.75,"Female","Yes","Yes","Yes",92.8072,20.7,"No",-0.075421097174318,0,0,0,1,7.5,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",634,0,56,36.7,9.25,"131"
+"477",53,"No",2,"Female","No","No","No",81.9213,31.64,"No",0.313875949994213,1,0,0,1,7.5,0,"No","Yes","Never","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",635,0,57,36.6,8.967,"131"
+"478",51,"Yes",3,"Female","Yes","Yes","Yes",89.685,26.12,"Yes",0.322946577196388,1,0,0,2,5,3,"No","Yes","Never","Yes","Bachelor","No","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",636,1,64,36.9,9.25,"131"
+"479",55.75,"No",0.25,"Female","No","Yes","No",93.5194,24.6,"Yes",-0.232334132054632,1,0,0,1,8,0,"No","No","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",637,1,61,36.6,8.55,"137"
+"480",52.67,"Yes",0,"Female","Yes","Yes","No",103.657,22.49,"Yes",0.0658939540073467,1,3,3,1,9,3,"No","Yes","Ex","No","Vocational","No","(1000-2000]","No","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",638,3,59,36.3,8.8,"137"
+"481",52.08,"No",2.668,"Female","Yes","Yes","No",68.3531,24.38,"No",0.0409768933773956,1,0,0,0,7,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","No","No","No","No","No","No","No","No","Yes","No","Yes","No",639,0,57,36.4,9.05,"138"
+"482",56,"No",1,"Female","No","No","Yes",119.347,22.94,"Yes",-0.0703122445142615,0,0,0,0,8,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","Yes","Yes","Yes","No","Yes","No","No","No","No","No","No","No",640,0,68,36.5,8.55,"143"
+"483",59.92,"No",1,"Female","Yes","No","Yes",95.9948,25.39,"Yes",-0.0957686339492472,3,0,0,0,8,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",642,0,59,36.8,9.15,"144"
+"484",59.42,"No",1,"Female","Yes","No","No",119.871,21.82,"No",0.000847404135985516,0,0,0,3,6.8426,0,"No","No","Never","Yes","UpToPrimary","No","[0-1000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",643,0,50,36.4,9.55,"145"
+"485",57,"No",1,"Female","No","No","Yes",86.634,21.56,"Yes",-0.318758762624413,0,0,0,1,7,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","Yes","Yes","No",644,0,62,36.7,9.8,"145"
+"486",56.08,"No",2,"Female","Yes","No","No",80.6426,25.47,"No",-0.29262945363755,1,0,0,0,7,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",645,0,62,36.4,8.55,"150"
+"487",55.83,"Yes",3,"Female","No","No","No",97.6102,24.09,"Yes",0.00357446035829814,1,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","Yes",646,0,54,36.6,9.05,"150"
+"488",54.42,"No",1,"Female","No","No","Yes",84.9372,22.13,"Yes",-0.0954281390997616,1,0,0,1,5,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",647,0,63,36.8,9.05,"151"
+"489",58.75,"No",1.5,"Female","Yes","No","Yes",77.9165,19.77,"No",0.0127326720067007,1,0,3,1,8,0,"No","No","Never","No","UpToPrimary","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",648,1,53,36.4,9.55,"152"
+"490",55,"No",0,"Female","No","No","No",94.0077,20.44,"Yes",0.357055964386207,1,0,3,1,8,3,"No","No","Never","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",650,1,64,36.2,9.45,"178"
+"491",53.17,"No",0,"Female","Yes","Yes","No",104.659,23.63,"No",0.495392550772388,2,0,0,3,6.84315,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","No","Yes","No","Yes","No","No","No","Yes","No","Yes","No",651,0,59,36.4,9.283,"179"
+"492",56.83,"No",1.75,"Female","Yes","Yes","No",95.0423,20.79,"No",0.418703180660949,0,0,0,2,8,3,"No","Yes","Never","No","Baccalaureat","No","(3000-inf]","No","Yes","Yes","No","No","Yes","No","No","No","Yes","No","No","No",652,0,45,36.5,8.767,"187"
+"493",55.17,"No",3,"Female","Yes","No","Yes",77.8958,23.71,"No",-0.20194306340165,1,0,0,0,9,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","No",653,0,55,36.6,8.55,"192"
+"494",53,"No",1,"Female","No","No","Yes",99.8964,22.1,"Yes",0.467542249683264,1,0,0,2,8,0,"No","No","Never","Yes","Bachelor","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","No",654,0,59,36.8,9.55,"192"
+"495",53,"No",1,"Female","No","Yes","Yes",99.036,21.09,"No",0.286043267727743,0,0,0,1,8,0,"No","No","Never","Yes","Vocational","Past","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",655,0,50,36.5,9.3,"200"
+"496",52.83,"No",0.167,"Female","No","Yes","Yes",93.2144,20.31,"Yes",0.518435127704202,0,0,3,1,7,3,"No","No","Never","Yes","Vocational","Past","[0-1000]","No","No","Yes","No","Yes","No","No","No","No","No","No","No","No",656,3,59,36.5,8.933,"206"
+"497",57.58,"No",0,"Female","Yes","No","No",80.8684,30.44,"No",0.42952986985574,1,0,0,2,7.05,3,"No","Yes","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","Yes","Yes","Yes","No","Yes","Yes","No","No","No","Yes","No","No",657,0,62,36.7,8.833,"206"
+"498",52.42,"No",0.666,"Female","No","Yes","No",98.8935,28.47,"No",0.509553837225543,2,0,0,1,7,0,"No","No","Never","Yes","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",658,0,58,36.1,9.35,"220"
+"499",59.17,"No",3,"Female","No","No","No",91.6555680000001,28.54,"Yes",0.291021553766219,2,0,0,1,7,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","No","No","Yes","No","No","No","No","No","Yes","No","Yes","Yes","Yes",659,0,59,36.2,8.767,"220"
+"500",56.17,"No",4,"Female","No","No","No",90.4743,27.4,"Yes",0.13650005327209,1,0,0,1,7,0,"No","No","Active","Yes","PhD","No","(2000-3000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No","No",660,0,55,36.2,9.583,"221"
+"501",50.83,"No",1,"Female","Yes","No","Yes",101.423,29.68,"Yes",0.430310198792761,1,0,3,2,8,0,"No","Yes","Ex","No","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",662,0,74,37.2,9.017,"229"
+"502",52.17,"No",1,"Female","Yes","Yes","No",102.991,21.25,"Yes",0.269469298724497,1,0,0,0,6,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","Yes","Yes","Yes","Yes","Yes","Yes","No","No","No","Yes","No","Yes","No",663,0,69,36.2,8.917,"241"
+"503",55.83,"No",4.5,"Female","No","No","Yes",86.9905,24.16,"Yes",0.00542875171139822,2,0,0,1,8,3,"No","No","Ex","No","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",664,1,49,36.2,9.583,"241"
+"504",51.08,"No",0.5,"Female","Yes","Yes","No",91.5798,21.9,"Yes",0.162214855571693,2,0,0,1,6,3,"No","Yes","Active","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",665,0,68,36.9,9.467,"256"
+"505",58.75,"No",0,"Female","No","Yes","Yes",94.4374,27.55,"Yes",-0.356299084306195,1,0,0,1,6,0,"No","Yes","Never","No","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",666,0,58,36.3,8.85,"256"
+"506",51.67,"No",2.001,"Female","Yes","Yes","Yes",99.988,18.9,"Yes",0.478257854378882,1,0,0,0,8,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",667,0,56,36.6,8.95,"256"
+"507",57.17,"No",20,"Female","Yes","No","No",102.425,24.65,"No",0.521442381403899,1,0,0,1.624,8,8,"No","No","Never","Yes","UpToPrimary","Past","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",668,3.66666666666667,59,36.7,9.067,"256"
+"508",59.5,"No",7.5,"Female","Yes","No","No",101.3,24.74,"No",0.108764940884002,1,0,0,1,8,3,"No","Yes","Never","No","Vocational","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",669,1,54,36,9.167,"257"
+"509",53,"Yes",2,"Female","No","No","No",86.2461,23.14,"No",0.0813382483005671,1,0,0,1,6,3,"No","No","Never","Yes","UpToPrimary","No","(1000-2000]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",670,0,56,36.1,9.767,"263"
+"510",51.92,"No",0,"Female","No","No","Yes",80.9177,24.84,"Yes",0.00939051680606951,2,0,0,1,4.5,3,"No","No","Never","Yes","Vocational","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",672,0,52,36.2,9.367,"264"
+"511",51.17,"No",2,"Female","Yes","Yes","Yes",92.1257,26.98,"No",0.177000776627686,1,0,0,1,7,3,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","No","No","Yes","No","Yes","No","No","No","No","No","No","No",673,0,55,36.3,9.283,"264"
+"512",54.42,"Yes",2,"Female","Yes","Yes","No",101.449,23.42,"Yes",-0.00597388348875275,1,0,0,3,7,3,"No","No","Never","Yes","UpToPrimary","Current","(2000-3000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",674,2,65,36.5,9.2,"269"
+"513",57.67,"No",4,"Female","Yes","Yes","No",74.0174,26.02,"No",0.162838526716365,0,0,0,1,8,0,"No","No","Ex","No","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","Yes","No","No","No","No","Yes","Yes",675,0,57,36.5,9.633,"269"
+"514",57.75,"Yes",6,"Female","Yes","No","No",90.6519,26.49,"No",0.437285740401076,2,0,0,2,8,8,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",677,5.33333333333333,66,36.3,9.483,"276"
+"515",57.92,"Yes",0.5,"Female","No","No","No",93.414,24,"No",0.486381615838867,2,0,3,3,7,3,"No","Yes","Ex","Yes","Vocational","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",678,0,58,36.4,8.8,"277"
+"516",51.75,"No",1,"Female","Yes","Yes","Yes",87.8999,22.14,"Yes",0.665111737075051,1,0,0,1,7,0,"No","No","Active","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",679,0,54,36.4,9.3,"277"
+"517",52,"No",2,"Female","No","No","Yes",85.6499,22.83,"No",0.227243781503063,1,0,0,1,7,0,"No","Yes","Ex","No","Vocational","No","[0-1000]","Yes","No","No","Yes","No","No","No","No","No","No","No","Yes","No",680,0,59,36.6,9.5,"277"
+"518",56.67,"No",3,"Female","Yes","Yes","No",73.8957,20.83,"No",0.219972744617601,1,0,0,1,7.5,3,"No","No","Ex","No","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","Yes","No","No","No","No",681,1,57,36.6,9.533,"278"
+"519",55.42,"No",1,"Female","Yes","Yes","No",82.304,24.65,"Yes",0.605091320823951,1,0,0,2,8,0,"No","Yes","Never","Yes","Baccalaureat","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","Yes","No","No",683,0,62,36.5,9.75,"278"
+"520",56.42,"No",6,"Female","No","No","No",71.3147,20.02,"No",0.0824448807012805,0,0,0,3,6.5,0,"No","Yes","Ex","Yes","Bachelor","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","No",684,0,56,36.2,8.55,"283"
+"521",54.58,"No",2.5,"Female","Yes","Yes","No",87.8857,20.96,"Yes",0.350801612394977,0,0,0,2,7,0,"No","No","Never","Yes","PhD","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",685,0,60,36.4,9.517,"283"
+"522",55.17,"No",1,"Female","No","Yes","Yes",99.9135,20.79,"No",-0.229298237271966,1,0,0,2,8,0,"No","Yes","Ex","Yes","Bachelor","No","(2000-3000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",686,0,57,36.5,9.8,"284"
+"523",58.58,"Yes",2,"Female","No","No","No",91.7892,26.17,"Yes",0.367850150366768,1,0,0,0,8,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",687,0,48,36.6,8.933,"284"
+"524",52.17,"No",1,"Female","No","Yes","No",85.7242,20.83,"Yes",-0.270697317154173,0,3,0,1,7.5,3,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",688,2,58,36.7,8.8,"284"
+"525",57.58,"No",1,"Female","Yes","Yes","Yes",91.8119,24.69,"Yes",-0.285362363408576,1,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","No","(3000-inf]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",689,1,64,36.3,9.65,"285"
+"526",58.17,"No",4,"Female","Yes","Yes","No",78.2149,20.68,"No",-0.0227629992235756,2,0,0,0,9,0,"No","No","Never","Yes","Bachelor","Past","(3000-inf]","No","No","No","No","No","No","No","Yes","No","No","No","No","No",690,1,69,36.6,9.6,"290"
+"527",58.17,"No",3,"Female","Yes","No","Yes",82.8241,22.06,"No",-0.0763542581524445,0,0,0,3,7.5,0,"No","Yes","Never","No","PhD","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",691,0,53,36,9.467,"290"
+"528",53.92,"No",0.5,"Female","Yes","Yes","No",91.3785,25,"No",0.363731967317111,2,0,0,0,9,0,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","Yes","No","No","No","Yes","Yes",692,0,56,36.9,9.55,"291"
+"529",55.92,"Yes",4.5,"Female","No","No","Yes",92.8715,23.19,"Yes",0.694885118042133,1,0,0,1,7,0,"No","Yes","Active","Yes","Vocational","No","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","No",693,1,75,36.3,9.767,"292"
+"530",56.92,"Yes",5.25,"Female","No","No","Yes",89.385,22.37,"No",0.578566061527526,0,3,3,0,9,3,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes","Yes",694,1,59,36.5,9.05,"297"
+"531",54.17,"No",0,"Female","Yes","Yes","No",73.6899,23.23,"No",0.602387884497108,1,0,0,1,8,3,"No","No","Active","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","Yes","No","No","No","Yes","Yes","Yes",695,0,57,36,9.7,"304"
+"532",55.83,"No",2,"Female","Yes","No","No",90.8124,21.88,"Yes",0.489622902022975,1,0,0,2,7,3,"No","No","Never","No","Baccalaureat","Past","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","Yes","Yes","Yes",696,4.66666666666667,52,36.3,8.8,"304"
+"533",52.67,"No",1,"Female","Yes","Yes","Yes",93.3901,29.24,"Yes",0.100861764403824,1,3,0,3,7,0,"No","No","Never","No","PhD","No","(2000-3000]","No","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",697,0,55,36.3,9.8,"305"
+"534",50.75,"Yes",20,"Female","No","Yes","Yes",87.4289,21.79,"Yes",0.141108553166642,1,3,3,3,7,3,"No","Yes","Ex","No","UpToPrimary","No","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",698,2,56,36,9.033,"306"
+"535",54.92,"Yes",16,"Female","No","Yes","No",74.7935,24.02,"No",0.576722366621743,1,0,3,3,8.5,3,"No","Yes","Never","No","Vocational","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",699,0,52,36.2,9.067,"312"
+"536",55.83,"No",0,"Female","Yes","Yes","No",83.7589,30.48,"Yes",0.248784407932814,1,0,0,2,6,0,"No","No","Active","No","Vocational","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",700,0,57,36.7,9.183,"318"
+"537",52.08,"No",2,"Male","Yes","Yes","No",93.7443,23.18,"No",0.0730209373428064,0,0,0,1.421,3,3,"No","Yes","Never","No","Baccalaureat","Past","(1000-2000]","Yes","No","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No",702,0,59,36.4,8.9,"31"
+"538",58.08,"No",1,"Male","Yes","No","No",76.0868,30.97,"No",0.0768813581560446,4,0,0,0,8,3,"No","Yes","Active","Yes","Bachelor","No","(2000-3000]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",703,1,53,36.3,9.233,"31"
+"539",57.08,"Yes",9,"Male","No","No","No",100.701,25.55,"No",0.693830364683608,2,0,0,1,7,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",704,0,63,36.3,9.917,"31"
+"540",52.5,"No",0,"Male","Yes","Yes","Yes",104.96,21.56,"Yes",0.069745088499366,1,0,0,3,6,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",705,0,50,36,8.783,"32"
+"541",50.67,"No",14,"Male","Yes","Yes","Yes",80.815,23.19,"Yes",-0.158283893871905,0,0,0,1,7,3,"No","Yes","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No",706,2,49,36,9.167,"32"
+"542",51.33,"Yes",0,"Male","Yes","No","Yes",83.1021,29.6,"No",-0.105092794558218,3,0,0,0,6,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",707,0,66,36.4,9.5,"32"
+"543",53.42,"No",3,"Male","Yes","No","No",98.1949,26.02,"No",0.449145652577733,1,0,3,1,7,3,"No","No","Active","Yes","Bachelor","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",708,0,49,36.4,8.6,"66"
+"544",55.58,"No",1,"Male","Yes","Yes","No",96.2067,25.72,"Yes",0.182158028273631,1,0,0,0,7,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","Yes",709,0,67,36.2,8.9,"66"
+"545",54.67,"No",1,"Male","Yes","Yes","Yes",95.8122,23.73,"No",-0.11834840556455,1,0,0,1,7,0,"No","No","Never","No","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",710,0,57,36.6,9.283,"66"
+"546",53.83,"No",0,"Male","Yes","Yes","Yes",92.5581,22.32,"Yes",0.303810125298069,0,0,0,0,9,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",711,0,54,36,9.6,"66"
+"547",54.08,"No",0,"Male","Yes","Yes","No",97.0596,29.76,"Yes",0.474456863038251,1,0,0,1,7,0,"No","No","Active","Yes","Vocational","Past","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","Yes",712,0,55,36.2,9.55,"66"
+"548",58.67,"Yes",0,"Male","Yes","No","No",96.8047,31.4,"No",0.116693027575223,2,0,0,1,6,0,"No","No","Never","Yes","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",713,0,71,36.6,9.7,"66"
+"549",53,"No",1.5,"Male","No","No","Yes",92.8818987000001,24.16,"No",-0.188291344495515,0,0,0,2,8,8,"No","Yes","Never","No","Bachelor","No","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",714,3,64,36.3,9.3,"66"
+"550",53.17,"No",5,"Male","No","Yes","No",91.0748,25.99,"No",0.204617741428927,2,0,0,2,5.5,0,"No","Yes","Never","Yes","Vocational","No","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",715,0,57,36,8.883,"67"
+"551",51.25,"No",0,"Male","Yes","Yes","No",93.9261,31.95,"No",0.43210098124639,2,0,0,1,6,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",717,0,70,36.1,9.55,"67"
+"552",56.67,"No",4.5,"Male","No","No","No",103.558,26.77,"No",0.0538886617565992,1,0,0,0,8.5,0,"No","No","Never","Yes","Baccalaureat","Past","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",718,0,60,36.6,9.367,"68"
+"553",50.25,"Yes",0.333,"Male","Yes","Yes","Yes",75.1298,25.4,"No",0.289471834969262,1,3,3,0,7,3,"No","Yes","Ex","Yes","Vocational","Past","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",719,2,58,36.4,9.3,"108"
+"554",59.25,"No",1.5,"Male","No","No","No",99.4844683000002,19.75,"No",-0.0807633770574996,1,0,0,0,8,0,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","Yes","No","Yes","No","No","No","No","No","No","No","No","No",720,1,63,36.2,9.3,"110"
+"555",60,"No",0.5,"Male","Yes","No","No",95.6351,22.32,"Yes",-0.155529100140792,0,0,0,0,8.5,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",721,0,44,36,9.55,"110"
+"556",57.83,"No",8,"Male","Yes","No","Yes",96.7938,23.56,"No",0.143422142302313,0,0,0,1,8,0,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",722,0,52,36,9.417,"131"
+"557",57.83,"No",30,"Male","Yes","Yes","Yes",114.49,26.21,"Yes",-0.310121173110651,2,0,0,1,9,3,"No","No","Never","No","Baccalaureat","No","(3000-inf]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","No",723,1,37,36,9.383,"137"
+"558",58,"No",1,"Male","Yes","No","Yes",88.7102,24.39,"Yes",-0.117093203579964,3,0,3,1,7,0,"No","No","Active","No","PhD","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",724,0,64,36,9.567,"144"
+"559",59.67,"No",6,"Male","Yes","No","No",87.3826,27.94,"No",-0.130150946146736,1,0,0,1,8,0,"No","No","Never","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",725,0,57,36.5,8.55,"145"
+"560",51.42,"Yes",2,"Male","Yes","Yes","Yes",104.051,28.68,"No",0.567583511176976,3,8,0,1,9,3,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",726,1,62,36,8.8,"145"
+"561",52.33,"No",3,"Male","Yes","Yes","No",112.977,23.12,"No",-0.105977032978384,2,0,0,2,6,0,"No","Yes","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",727,0,54,36.3,8.55,"152"
+"562",55.67,"No",8,"Male","Yes","No","No",93.3784,27.15,"No",0.00466486205617088,3,0,0,1,8,0,"No","No","Never","Yes","UpToPrimary","No","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","No",728,0,42,36.2,8.95,"164"
+"563",60,"Yes",5,"Male","Yes","Yes","Yes",87.7851,26.21,"No",-0.0454449360441956,0,0,0,0,7,0,"No","No","Never","No","Bachelor","No","(3000-inf]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",729,0,62,36.5,8.95,"171"
+"564",56.33,"No",2,"Male","No","No","No",89.7231,24.81,"No",0.200820584618237,0,0,0,1,9,0,"No","No","Never","No","Vocational","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",730,0,49,36,8.833,"173"
+"565",50.17,"No",18,"Male","Yes","Yes","Yes",112.575,31.19,"No",0.313570649900697,1,0,0,1,9,0,"No","No","Ex","Yes","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",731,0,46,36.2,8.817,"178"
+"566",59.75,"Yes",5,"Male","No","Yes","Yes",88.9786,25.28,"No",0.209284569574443,1,0,0,0,8,0,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",732,0,57,36.1,9.033,"179"
+"567",58.08,"No",2.5,"Male","Yes","Yes","No",104.553,28.22,"No",0.25262551269202,2,0,0,1,8,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",733,0,57,36,8.933,"179"
+"568",50.08,"Yes",1.5,"Male","No","No","Yes",99.2751,19.65,"Yes",0.123877150936954,0,0,0,1,7,0,"No","No","Active","Yes","Vocational","No","(1000-2000]","Yes","No","No","Yes","No","No","No","No","No","Yes","No","No","No",734,0,55,36.1,9.55,"180"
+"569",54.83,"Yes",8,"Male","No","No","Yes",94.8729,22.53,"Yes",-0.228861731007192,0,0,0,1,8,0,"No","Yes","Ex","No","Bachelor","Past","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",735,0,65,36.4,8.983,"185"
+"570",59.58,"No",1.665,"Male","Yes","No","No",94.0373,20.86,"Yes",0.14980372706282,0,0,0,3,6,0,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",736,0,42,36.1,9.1,"185"
+"571",53.25,"Yes",0,"Male","Yes","No","Yes",85.3708,23.45,"Yes",0.182992792199879,0,14,0,1.497,6,3,"No","Yes","Never","No","PhD","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","Yes","No","No","Yes",737,1,55,36,9.583,"186"
+"572",52.67,"Yes",0,"Male","No","No","No",113.46,25.09,"No",0.224794666607109,1,0,0,3,7,8,"No","No","Never","No","Vocational","Past","[0-1000]","Yes","No","No","No","No","Yes","No","No","No","Yes","No","Yes","No",738,0,66,36.9,9.167,"192"
+"573",56.42,"No",3.999,"Male","Yes","No","Yes",84.5731,21.82,"No",0.611617666629573,0,0,0,1,9,3,"No","Yes","Never","No","Bachelor","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","Yes","Yes",739,0,72,36.1,9.033,"193"
+"574",57.17,"No",3,"Male","Yes","No","No",85.175,28.72,"No",0.133103994936749,1,0,0,1,8,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",740,0,72,36.2,9.483,"194"
+"575",51.08,"No",1,"Male","No","Yes","No",98.9298,28.68,"No",0.252596921563168,4,0,0,0,7,0,"No","No","Ex","Yes","Baccalaureat","Past","[0-1000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",741,0,68,36,9.533,"200"
+"576",54.42,"No",0,"Male","No","No","Yes",74.1746,22.2,"Yes",0.109386888902143,1,0,0,1,6,0,"No","No","Never","No","Vocational","Past","[0-1000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",742,0,54,36.1,9.117,"201"
+"577",56.5,"No",10,"Male","No","No","Yes",88.9204,22.83,"No",0.393553158423924,0,0,0,1.211,8,0,"No","Yes","Never","No","PhD","No","(1000-2000]","Yes","No","No","No","Yes","No","No","No","No","Yes","No","Yes","Yes",743,0,60,36.2,9.2,"201"
+"578",59.92,"No",1.5,"Male","Yes","No","Yes",75.2626,24.87,"Yes",0.278638723427519,1,0,0,0,8,0,"No","No","Never","No","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",744,0,55,36.8,9.483,"201"
+"579",57.92,"No",4,"Male","Yes","No","No",107.206,25.35,"No",0.311933358674306,1,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",745,0,66,36.4,8.55,"206"
+"580",54.83,"No",4.5,"Male","No","No","Yes",84.8517,24.89,"No",0.439569044574547,0,3,0,1,6,0,"No","No","Active","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",746,0,40,36.3,9.217,"207"
+"581",51.5,"No",0.167,"Male","Yes","Yes","Yes",117.741,24.15,"No",0.365555235694746,0,0,0,1,6,3,"No","No","Never","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",747,2,69,36.2,9.167,"207"
+"582",55.17,"Yes",2,"Male","No","No","Yes",84.6975,23.4,"No",0.550338222216679,0,0,0,0,8,0,"No","Yes","Never","Yes","PhD","No","[0-1000]","Yes","Yes","Yes","No","No","No","Yes","No","Yes","No","No","No","No",748,0,54,36.1,9.417,"207"
+"583",59.08,"No",3,"Male","Yes","No","Yes",75.7815,25.68,"Yes",0.377711854584548,1,0,0,1,8.5,0,"No","No","Ex","Yes","Vocational","Past","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",749,0,51,36.7,9.55,"208"
+"584",53.83,"No",9,"Male","Yes","No","Yes",111.896,23.8,"No",0.446600409418529,0,3,0,3,5.5,3,"No","Yes","Ex","Yes","PhD","No","(3000-inf]","No","No","No","Yes","No","No","Yes","No","No","No","Yes","No","No",750,1,48,36.4,9.8,"208"
+"585",50.5,"Yes",6,"Male","Yes","Yes","Yes",93.8728,25.14,"Yes",0.281126951553019,1,0,0,0,5,0,"No","No","Never","Yes","Vocational","Current","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",751,0,65,36.1,8.783,"208"
+"586",53.33,"No",0.666,"Male","Yes","Yes","No",85.2123,21.77,"Yes",0.496139532606787,0,0,0,0,8,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","Yes",752,0,59,36.2,8.8,"214"
+"587",59.08,"Yes",0,"Male","Yes","No","Yes",91.5415,20.59,"Yes",0.489442491930629,0,0,0,1,10,3,"No","No","Active","No","PhD","Past","(2000-3000]","Yes","Yes","No","Yes","No","Yes","Yes","No","Yes","No","No","Yes","No",753,0,100,36.4,9.55,"215"
+"588",51.17,"No",2,"Male","No","Yes","Yes",108.191,25.01,"Yes",0.329741649063117,0,0,0,3,7.5,0,"No","No","Ex","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",754,0,67,36.1,9.033,"215"
+"589",50.33,"Yes",3,"Male","No","No","No",103.794,30.12,"Yes",0.652633531578002,2,0,0,1,8,0,"No","No","Never","No","Baccalaureat","Past","[0-1000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",755,0,48,36.2,8.55,"220"
+"590",52.83,"Yes",0,"Male","No","No","Yes",103.198,19.71,"No",0.481954470538079,0,0,0,0,5,3,"No","No","Active","No","Vocational","Current","[0-1000]","No","No","No","No","Yes","No","No","No","No","No","No","No","No",756,1,91,37.4,8.8,"220"
+"591",57.67,"Yes",6,"Male","No","No","No",100.352,26.42,"Yes",0.339505731509887,0,0,0,1,8,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","Yes","No","No",757,0,55,36,9.05,"221"
+"592",55,"No",10,"Male","Yes","Yes","No",86.2961,22.22,"Yes",0.44129761889278,1,0,0,0,7,0,"No","No","Never","No","Bachelor","Past","(3000-inf]","No","No","No","No","No","Yes","No","No","Yes","No","Yes","No","Yes",758,0,62,36.1,9.3,"221"
+"593",59.92,"No",7.5,"Male","Yes","No","No",90.5619,27.39,"Yes",0.313235796181678,1,0,0,0,8,0,"No","No","Ex","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",759,0,57,36.1,9.8,"221"
+"594",52,"No",6,"Male","No","No","Yes",109.634,26.02,"Yes",0.2858084497584,1,0,0,0,6,0,"No","No","Never","Yes","UpToPrimary","No","(1000-2000]","Yes","No","No","No","No","Yes","No","No","No","No","No","No","No",760,0,57,36,9.55,"222"
+"595",59.92,"No",3,"Male","No","Yes","No",75.3283,23.05,"No",0.3579891372039,1,0,0,0,7,0,"No","No","Ex","Yes","PhD","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",761,0,48,36.5,8.8,"227"
+"596",53,"No",1,"Male","Yes","Yes","Yes",100.58,24.25,"Yes",0.295318927948443,3,0,3,1,7,3,"No","No","Ex","No","Bachelor","No","(2000-3000]","No","No","No","No","No","No","No","No","Yes","No","Yes","Yes","Yes",762,0,68,36.1,8.6,"227"
+"597",50,"Yes",0.25,"Male","Yes","No","Yes",87.401,21.97,"Yes",0.166515874724024,0,0,0,0,7,0,"No","No","Active","Yes","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",763,0,61,36.1,9.2,"241"
+"598",51,"Yes",4,"Male","No","No","Yes",86.5593,25.15,"No",0.210665994427438,0,0,0,1,6,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",764,1,63,36,9.3,"248"
+"599",54.92,"No",0.334,"Male","No","No","No",82.3703,26.67,"Yes",0.25391745101834,1,0,0,1,6,0,"No","Yes","Never","Yes","UpToPrimary","Current","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",765,1,57,36,9.817,"248"
+"600",54.67,"No",2.5,"Male","Yes","Yes","No",90.2109,22.3,"No",0.254821290016584,0,0,0,2,7.5,0,"No","Yes","Never","Yes","Vocational","Past","(2000-3000]","Yes","Yes","Yes","No","No","No","No","No","No","Yes","No","Yes","Yes",766,0,48,36,9.083,"248"
+"601",52.67,"No",1,"Male","No","Yes","Yes",96.1049,24.11,"Yes",0.183868274511187,0,0,0,1,7,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","Yes","No","No","Yes","No","No","No",767,0,50,36.4,8.8,"255"
+"602",53.67,"No",0,"Male","Yes","Yes","No",91.0622,28.39,"No",0.13852403231627,3,0,0,0,7,0,"No","No","Active","Yes","Vocational","Current","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",768,0,57,36.1,9.05,"255"
+"603",50.17,"No",4.5,"Male","Yes","Yes","No",107.397,23.98,"Yes",0.157489080085418,0,0,0,1,7.5,0,"No","No","Never","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","Yes","No","No","Yes","No","No","No",769,0,51,36,9.3,"255"
+"604",55.83,"No",1,"Male","No","Yes","Yes",96.4962,23.99,"No",0.349014123262928,0,0,0,0,7.5,0,"No","No","Never","Yes","Baccalaureat","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",770,0,54,36.3,9.55,"255"
+"605",50.83,"Yes",3,"Male","Yes","No","Yes",73.8157,26.86,"No",0.249369823267619,1,0,0,0,8,0,"No","Yes","Ex","Yes","Vocational","No","(2000-3000]","Yes","No","Yes","No","Yes","No","No","No","No","No","No","No","No",771,1,42,36.3,8.817,"255"
+"606",52.25,"Yes",0,"Male","No","No","Yes",75.8388,28.08,"No",-0.0651705316048101,0,0,0,1,8,0,"No","No","Active","No","Vocational","Current","(1000-2000]","No","No","No","No","Yes","Yes","No","No","No","No","No","No","No",772,0,84,36.5,8.567,"256"
+"607",59.25,"Yes",6,"Male","No","Yes","No",116.42,30.86,"No",0.41428995761438,3,0,0,1,8,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","No",773,0,67,36.6,9.05,"256"
+"608",51.42,"Yes",0,"Male","Yes","Yes","Yes",85.2731,22.83,"Yes",0.423657966940711,0,0,0,3,7,0,"No","No","Ex","Yes","Baccalaureat","No","(2000-3000]","No","No","Yes","Yes","No","Yes","No","No","No","Yes","Yes","No","No",774,1,61,36.3,9.3,"256"
+"609",52.67,"No",8,"Male","Yes","Yes","No",93.3943,27.15,"Yes",0.256062850147458,3,0,0,3,6.5,3,"No","No","Active","No","Vocational","No","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",775,0,66,36.3,8.55,"264"
+"610",52.33,"No",0,"Male","Yes","Yes","Yes",77.2961,25.76,"No",0.19353514933689,4,0,0,1,9,0,"No","No","Active","No","Vocational","Past","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",777,0,69,36.3,9.317,"270"
+"611",53.5,"Yes",6,"Male","No","No","Yes",98.4228,29.66,"Yes",0.089731428380933,2,0,0,0,6,0,"No","No","Ex","Yes","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",778,0,54,36.2,9.533,"271"
+"612",55.42,"No",0.25,"Male","Yes","Yes","Yes",105.115,26.81,"No",0.225019477117684,1,0,0,3,7,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","No","No","Yes","No","Yes","No","No","No","Yes","No","Yes","No",779,0,54,36.5,9.05,"276"
+"613",59.58,"No",2,"Male","Yes","No","Yes",96.0623,22.09,"No",0.0901181276909671,0,0,0,2,6,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","Yes","No","Yes","No","No",780,0,42,36,8.55,"278"
+"614",54.33,"Yes",2,"Male","Yes","Yes","Yes",43.906,23.95,"Yes",0.596170363746816,1,0,0,1,6.5,3,"No","No","Never","Yes","Vocational","Current","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",781,0,72,36.6,9.05,"283"
+"615",55.17,"Yes",6,"Male","Yes","Yes","No",102.418,24.3,"Yes",-0.169670737951285,1,0,0,1,8,3,"Yes","No","Active","No","PhD","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","Yes","No","No",782,1,70,36,9.3,"283"
+"616",57.5,"No",7,"Male","Yes","Yes","No",92.7962,27.45,"No",0.618814247089004,3,0,0,0,7,0,"No","No","Ex","No","Vocational","Past","(3000-inf]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",783,0,67,36.7,9.8,"283"
+"617",51.08,"No",4.5,"Male","Yes","Yes","Yes",79.4043,24.48,"No",0.475048246096797,0,0,0,0,7,0,"No","No","Never","Yes","Baccalaureat","Past","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",784,0,47,36,9.55,"285"
+"618",56.75,"No",4,"Male","Yes","Yes","No",85.8386,28.73,"Yes",0.14103361383855,3,0,0,0,7,0,"No","No","Active","Yes","Vocational","No","(2000-3000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","Yes","No",785,0,72,36.3,9.167,"290"
+"619",56.75,"No",4,"Male","Yes","Yes","No",90.7558,25.25,"No",0.32836112321568,2,0,0,1,8.5,0,"No","No","Ex","Yes","Vocational","Past","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",786,0,57,36.1,8.8,"291"
+"620",54.75,"Yes",0,"Male","No","Yes","No",106.366,25.18,"Yes",0.2792396608602,1,0,0,1,8,0,"No","No","Never","No","Vocational","No","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",787,1,48,36.2,9.7,"291"
+"621",58.42,"No",4.5,"Male","Yes","Yes","Yes",83.0795,24.74,"No",-0.113389287402552,2,0,0,1,6.5,0,"No","No","Ex","No","Bachelor","Past","(3000-inf]","No","No","No","No","No","No","No","No","No","Yes","No","Yes","Yes",788,0,58,36,9.55,"297"
+"622",58.33,"No",0.333,"Male","Yes","Yes","Yes",97.1631,28.57,"No",0.244348138614612,2,0,0,0,8,0,"No","Yes","Never","No","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",789,0,54,36.4,8.75,"299"
+"623",52.58,"No",0,"Male","Yes","Yes","No",96.816,30.4,"No",0.260489318364433,2,3,3,1,5.5,3,"No","No","Never","Yes","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",790,2,57,36.6,8.783,"305"
+"624",55.42,"No",3,"Male","Yes","Yes","No",102.412,26.88,"No",0.214971835813128,1,0,0,0,8,3,"No","No","Active","No","Bachelor","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",791,1,43,36,9.25,"305"
+"625",53.83,"Yes",4,"Male","No","No","No",95.9905,24.5,"No",-0.161645976127638,3,0,0,1,5.5,0,"No","Yes","Active","Yes","Vocational","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",792,0,64,36.2,8.783,"306"
+"626",52.92,"Yes",3,"Male","No","No","Yes",99.8083,27.1,"Yes",-0.126264018326089,0,0,0,0,7,0,"No","No","Never","No","Baccalaureat","No","[0-1000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",794,0,68,36.5,8.8,"311"
+"627",59.75,"Yes",0,"Male","No","No","No",61.3759,30.64,"No",0.0762602693984894,2,0,0,3,6.5,0,"No","No","Active","No","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",795,0,56,36.7,9.317,"311"
+"628",51.67,"Yes",2,"Male","No","No","Yes",103.641,28.66,"No",0.415522662967407,3,0,0,2,8,3,"No","No","Active","Yes","Baccalaureat","Current","(2000-3000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",796,0,62,36.6,8.75,"311"
+"629",57.67,"Yes",10,"Male","Yes","No","Yes",89.2206,26.87,"No",0.239278886093862,1,0,0,2,5,3,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","No",797,0,54,36.1,9.3,"313"
+"630",52.25,"Yes",3,"Male","No","No","No",90.1653,27.08,"Yes",0.0382850190757926,1,0,0,0,8,0,"No","No","Ex","No","Vocational","Past","[0-1000]","No","No","No","No","No","Yes","No","No","No","No","Yes","No","No",798,0,52,36,9.6,"318"
+"631",50.42,"No",6,"Male","No","No","Yes",100.436,25.39,"No",0.377623185340869,0,0,0,0,8.5,0,"No","No","Never","No","PhD","Past","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","Yes","No",799,0,51,36.1,9.85,"318"
+"632",50.58,"No",10,"Male","No","Yes","No",89.7119,19.94,"Yes",0.352749852590349,1,3,0,1,5,3,"No","Yes","Active","Yes","Vocational","Past","(1000-2000]","Yes","No","No","Yes","No","No","Yes","No","Yes","No","Yes","Yes","No",800,2,89,36.5,9.05,"319"
+"633",66.67,"No",1,"Female","Yes","No","Yes",99.4296,21.21,"No",0.302631575162782,0,0,0,3,6,3,"No","Yes","Never","No","Baccalaureat","Past","(3000-inf]","Yes","No","No","No","No","Yes","No","No","No","No","No","Yes","Yes",801,0,66,36.5,8.55,"46"
+"634",66.83,"No",1,"Female","Yes","No","No",116.841,28.62,"Yes",0.0807828255464261,2,0,0,1,8,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",802,0,56,36.3,8.917,"46"
+"635",68.08,"Yes",3.5,"Female","No","No","No",75.9857,30.99,"Yes",-0.298895866151295,1,3,0,1.573,6,0,"No","No","Never","No","Baccalaureat","No","[0-1000]","No","No","No","No","No","Yes","No","No","No","Yes","No","Yes","No",804,1,62,36.5,8.667,"47"
+"636",66.67,"No",1.5,"Female","No","Yes","No",104.186,20.56,"No",0.394071947142714,2,0,0,3,6,0,"No","Yes","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","Yes",805,0,61,36.8,8.967,"47"
+"637",67.58,"No",6,"Female","Yes","No","No",102.622,23.01,"Yes",-0.370479930448399,1,0,0,3,6,0,"No","Yes","Never","No","Baccalaureat","Past","(2000-3000]","No","No","Yes","No","Yes","No","No","No","No","No","No","No","No",806,0,86,36.5,9.167,"47"
+"638",65.5,"No",2,"Female","No","No","No",83.3162,31.64,"Yes",-0.128519090620043,1,14,0,3,5,0,"No","No","Never","Yes","UpToPrimary","Current","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",808,0,56,36,9.233,"47"
+"639",67.17,"No",3,"Female","Yes","No","Yes",93.2441,25.39,"Yes",0.0570117207716812,1,0,0,2,9,0,"No","No","Never","No","UpToPrimary","No","(3000-inf]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",809,0,79,37,9.217,"102"
+"640",60.17,"No",0.5,"Female","Yes","Yes","No",84.6172,28.25,"No",0.0508623156327715,1,0,0,0,8,0,"No","No","Never","Yes","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",810,0,46,36.3,9.55,"102"
+"641",63.25,"No",0.25,"Female","No","Yes","No",82.9701,29.68,"Yes",0.085803033649345,2,0,0,1,7,0,"No","No","Never","No","PhD","No","(2000-3000]","No","No","No","Yes","No","No","No","No","No","No","No","Yes","No",811,0,64,36.3,9.233,"102"
+"642",68.08,"No",1,"Female","No","No","No",88.497,21.21,"Yes",-0.111513240951635,0,0,3,3,6,0,"No","Yes","Never","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","Yes","Yes","No",812,0,65,37,8.817,"102"
+"643",66.75,"Yes",3,"Female","No","Yes","No",102.913,21.33,"No",0.0255541044723881,1,0,3,3,8,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","Yes",813,1,66,36.1,9.083,"102"
+"644",65.25,"No",3,"Female","Yes","No","Yes",85.5162,22.36,"No",-0.195673425638957,1,0,3,2,7.5,0,"No","Yes","Never","No","Baccalaureat","No","(3000-inf]","Yes","Yes","No","Yes","No","Yes","No","No","No","Yes","No","No","No",814,2,60,36.4,8.883,"103"
+"645",67.17,"Yes",7,"Female","No","No","No",102.463,24.65,"No",-0.0151773023214498,2,0,0,0,8,0,"No","No","Never","No","Vocational","No","[0-1000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",815,0,58,37.7,9.433,"103"
+"646",66.42,"No",2,"Female","Yes","No","No",85.7192,22.1,"Yes",0.562924288369007,1,0,0,1,8,0,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",816,0,66,37,9.65,"103"
+"647",66.42,"No",8,"Female","Yes","No","No",112.619,19.04,"Yes",-0.0596112886687526,1,0,0,3,6,0,"No","No","Active","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",817,0,79,36.5,8.833,"103"
+"648",69.5,"Yes",7,"Female","No","No","Yes",82.2758,22.86,"Yes",-0.213800706276604,1,0,0,1,7,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",818,0,61,36.3,9.05,"103"
+"649",64,"No",1,"Female","Yes","No","No",91.9136,23.79,"No",0.305790620613521,1,0,0,1,9,3,"No","No","Never","No","UpToPrimary","No","(3000-inf]","Yes","No","No","Yes","No","Yes","No","No","No","No","No","Yes","No",819,1,54,36,9.433,"103"
+"650",65.67,"No",1,"Female","No","No","No",84.4635,21.63,"No",-0.0717601782483476,1,0,0,1,8,0,"No","No","Ex","No","Baccalaureat","No","(2000-3000]","No","No","No","No","Yes","No","No","No","Yes","No","Yes","Yes","No",820,0,64,36.1,9.333,"103"
+"651",60.67,"No",2,"Female","No","No","Yes",91.8278,20.06,"No",0.0385920661730008,1,0,0,1,8,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",821,0,52,36.4,9.017,"103"
+"652",61,"No",4,"Female","Yes","Yes","Yes",85.3228,23.24,"No",0.0520290000040101,2,0,0,1,8,3,"No","No","Never","No","PhD","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",822,0,79,36.5,9.6,"108"
+"653",63.83,"No",1.25,"Female","No","No","No",97.4944,24.14,"Yes",0.448097046804047,1,0,3,1,8,0,"No","No","Never","No","Vocational","No","[0-1000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","Yes",823,1,62,36.3,9.35,"108"
+"654",64.67,"No",5,"Female","No","No","No",112.047,23.24,"No",-0.0253058652647702,2,0,3,3,7,3,"No","Yes","Ex","No","Bachelor","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","Yes","No","No","No",824,1,53,36.2,8.533,"109"
+"655",62.17,"No",0,"Female","Yes","Yes","No",67.2284,18.59,"No",0.25915449279966,0,0,0,1,9,0,"No","Yes","Never","No","Vocational","No","(3000-inf]","No","No","No","No","Yes","Yes","No","No","No","Yes","No","No","No",825,0,64,36.8,9.017,"110"
+"656",64.5,"No",1,"Female","Yes","No","No",83.0481,24.74,"Yes",0.320754556475646,2,0,0,1,7,0,"No","No","Never","No","Vocational","No","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","Yes",826,0,67,36.3,9.333,"110"
+"657",61.83,"No",0,"Female","Yes","No","No",92.2884,20.17,"Yes",0.168112231978379,1,0,0,1,7.84613333333333,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",827,0,76,36.4,9.5,"136"
+"658",60.5,"Yes",0,"Female","No","No","Yes",50.9851,21.61,"Yes",0.382597481131968,2,14,0,1,7.5,0,"No","Yes","Ex","No","Baccalaureat","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",828,0,62,36.2,9.833,"157"
+"659",66.17,"No",1,"Female","Yes","No","No",114.174,27.29,"No",-0.236448258186645,1,0,0,1,9,0,"No","Yes","Never","No","Vocational","No","(2000-3000]","Yes","No","No","No","No","Yes","No","No","No","No","No","No","No",829,0,55,36.2,9.583,"157"
+"660",61.17,"No",4,"Female","Yes","No","Yes",88.747,22.2,"Yes",-0.0853989859191367,2,0,0,2,8.5,0,"No","Yes","Never","No","Bachelor","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",830,1,61,36,9.217,"159"
+"661",62.25,"No",2,"Female","Yes","No","No",73.402,24.14,"No",-0.168651342944738,2,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","No","Yes","No","Yes","No","No",831,0,57,36.9,9.3,"171"
+"662",61.92,"No",7.5,"Female","Yes","No","No",76.52,24.38,"No",0.247702910742465,1,0,0,0,8,0,"No","No","Never","No","Bachelor","No","(3000-inf]","No","No","Yes","No","No","Yes","Yes","No","No","No","No","Yes","No",832,0,52,36,9.083,"171"
+"663",62.75,"Yes",0,"Female","Yes","No","No",92.4217,30.02,"Yes",0.477746138974093,2,0,0,0,8,0,"No","No","Never","No","Vocational","No","[0-1000]","No","No","No","Yes","No","Yes","No","No","No","No","No","No","No",833,0,62,36.6,9.417,"171"
+"664",64.17,"No",0,"Female","No","No","Yes",93.6383,30.73,"Yes",-0.103288126561478,3,3,0,2,8,0,"No","No","Never","No","PhD","No","[0-1000]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",834,0,54,36.3,9.267,"172"
+"665",64.42,"No",2,"Female","Yes","No","No",119.323,23.23,"Yes",0.301453904415942,2,0,0,1,8.5,0,"No","No","Ex","No","Vocational","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",835,0,80,36.4,9.117,"179"
+"666",62.83,"No",4,"Female","No","No","No",77.5941,23.66,"Yes",0.0593562888968239,2,0,0,1,7,0,"No","Yes","Never","No","Baccalaureat","Past","(1000-2000]","Yes","Yes","Yes","Yes","No","Yes","No","No","No","No","No","No","No",836,0,49,36.6,8.8,"185"
+"667",67.5,"Yes",2,"Female","No","No","Yes",105.198,21.63,"No",0.0453024936810239,2,0,0,2,6,3,"No","No","Never","No","Bachelor","No","[0-1000]","Yes","Yes","Yes","No","No","Yes","No","No","No","No","No","No","No",837,0,54,36.4,9.267,"185"
+"668",66.33,"No",0.5,"Female","Yes","No","No",107.144,22.86,"Yes",-0.201148743140159,0,0,0,1,8,0,"No","No","Never","No","Vocational","No","(3000-inf]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",838,0,61,36.2,8.75,"185"
+"669",63.25,"No",0.666,"Female","Yes","No","No",74.9987,23.83,"Yes",-0.187163096923384,1,0,0,1,9,3,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",839,0,57,36.6,9.533,"185"
+"670",68.08,"No",3.75,"Female","No","No","No",80.436,30.75,"Yes",0.354275507617206,3,0,0,1,8,0,"No","Yes","Never","No","Baccalaureat","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes",840,0,70,36.6,8.55,"186"
+"671",64.17,"No",0,"Female","No","No","Yes",87.0103,25.47,"No",0.122197126757014,2,0,0,1,6,3,"No","Yes","Ex","No","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","No","Yes","No",842,1,64,36.4,9.55,"186"
+"672",63.17,"No",8,"Female","No","No","No",99.2138,21.56,"No",0.126674429111759,0,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","No","(1000-2000]","No","Yes","No","Yes","No","No","No","No","No","No","No","No","No",843,1,62,36.6,9.8,"186"
+"673",63.17,"No",9,"Female","No","No","No",93.9457,19.11,"No",0.413132928685471,1,0,3,3,7.5,3,"No","No","Never","No","UpToPrimary","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","No",844,0,37,36,9.55,"187"
+"674",65.67,"Yes",8,"Female","No","No","No",97.859,27.99,"No",0.362912545500339,1,0,0,1,7,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",845,0,59,36,8.8,"192"
+"675",63.08,"No",4,"Female","Yes","No","Yes",94.9255,21.51,"Yes",0.479011960718083,1,0,0,1,8,0,"No","Yes","Never","No","Vocational","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","Yes",846,0,47,36.3,9.05,"192"
+"676",62.92,"No",6,"Female","No","No","No",103.295,29.17,"Yes",0.554657204244698,3,0,3,0,8,0,"No","No","Never","No","Vocational","Past","(1000-2000]","Yes","Yes","No","No","No","Yes","No","No","No","No","Yes","No","No",847,0,62,36.7,9.3,"192"
+"677",68.92,"Yes",0,"Female","No","No","No",84.6294,28.08,"Yes",0.349902751816464,3,0,0,3,6.5,3,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","Yes","No",848,2,57,36,9.8,"192"
+"678",63.5,"Yes",3,"Female","No","No","No",80.6118,28.04,"Yes",0.326957491299447,3,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","No","(1000-2000]","No","No","Yes","Yes","No","Yes","No","No","No","Yes","No","Yes","Yes",849,0,56,36.2,8.883,"192"
+"679",63.83,"Yes",3,"Female","No","No","Yes",86.8938,23.95,"Yes",0.299891608427892,0,0,0,0,8,3,"No","No","Never","No","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No",850,0,62,36.3,9.05,"193"
+"680",63.58,"No",6,"Female","Yes","Yes","No",96.924,26.44,"Yes",0.238138096573931,1,0,0,1,6,0,"No","Yes","Ex","No","UpToPrimary","No","(2000-3000]","No","Yes","No","No","No","No","No","No","Yes","No","Yes","No","No",852,0,57,37,9.55,"193"
+"681",69.25,"Yes",14,"Female","Yes","No","No",92.1090465000002,29.55,"No",-0.0933780396688158,1,3,0,1,8,0,"No","Yes","Never","No","Baccalaureat","No","(2000-3000]","No","No","No","Yes","No","Yes","No","No","No","No","No","No","No",853,1,65,36.1,9.8,"193"
+"682",61.58,"No",2.25,"Female","Yes","No","No",99.4079,24.91,"No",0.369274155884209,1,0,0,1,7.72778333333333,3,"No","Yes","Never","No","UpToPrimary","No","(2000-3000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",855,0,47,36.1,8.583,"194"
+"683",62.08,"No",4.5,"Female","No","No","No",105.094,22.31,"Yes",0.308065449538584,1,0,0,1,8,0,"No","No","Never","No","UpToPrimary","No","[0-1000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",856,0,55,36,8.55,"199"
+"684",66.17,"Yes",4,"Female","No","Yes","Yes",88.6081,27.33,"No",0.306990462648383,1,3,0,1,6,3,"No","Yes","Never","No","Bachelor","No","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",860,5.66666666666667,55,36.2,8.883,"199"
+"685",60.5,"No",3,"Female","No","No","Yes",107.974,19.57,"No",0.347060198624138,1,0,0,2,6,0,"No","No","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","No","Yes","No","No","No","No","Yes","No",861,0,65,36.2,9.1,"199"
+"686",62.17,"Yes",3,"Female","No","No","No",103.991,20.32,"No",0.504604039238707,1,0,3,2,9.5,3,"No","No","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes",862,0,49,36.6,9.75,"199"
+"687",61.33,"Yes",1.25,"Female","No","No","No",83.8143,31.16,"Yes",0.375088922224381,3,0,0,1,8,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","No",864,0,66,36.9,8.867,"200"
+"688",69.75,"Yes",1.75,"Female","No","No","Yes",80.1346,23.24,"Yes",0.155229194321383,1,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","No","No","Yes","No","Yes","Yes","No","No","No","No","No","No","No",865,0,60,36.1,9.083,"200"
+"689",68.75,"No",1.334,"Female","Yes","No","Yes",81.4182,29.47,"No",0.15675303617216,2,3,0,0,8,3,"No","No","Active","No","Vocational","No","(3000-inf]","No","No","No","No","Yes","No","Yes","No","Yes","Yes","Yes","Yes","No",867,0,61,36.5,9.4,"200"
+"690",65.25,"No",4,"Female","No","No","No",89.658,21.6,"Yes",0.26486354062439,1,0,0,1,7,0,"No","Yes","Never","No","Vocational","No","(2000-3000]","No","No","No","No","Yes","No","No","No","No","No","No","Yes","No",868,0,59,37,9.683,"207"
+"691",63.67,"No",3,"Female","No","No","No",94.5827,24.16,"Yes",0.327511881907511,1,0,0,1,7.5,0,"No","No","Ex","No","Baccalaureat","Current","(1000-2000]","Yes","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes",870,0,70,36.3,9.317,"208"
+"692",62.92,"No",1,"Female","Yes","No","Yes",104.824,21.09,"No",0.206871593646704,0,0,0,1,8,0,"No","Yes","Never","No","Vocational","No","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","No","No","Yes",871,1,55,36.8,8.917,"208"
+"693",62,"No",4,"Female","Yes","No","Yes",73.2233,29.33,"Yes",0.688428358587481,3,0,0,2,8.5,0,"No","Yes","Ex","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","Yes",873,0,52,36.9,9.317,"214"
+"694",64.67,"No",3,"Female","Yes","No","No",81.2663,29.27,"No",0.414893227228611,2,0,0,1,7,0,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",874,0,62,36,9.617,"214"
+"695",66.17,"Yes",6,"Female","No","No","Yes",103.521,22.67,"Yes",0.527849265710048,2,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","No","[0-1000]","Yes","No","Yes","Yes","Yes","No","No","No","No","No","No","Yes","Yes",875,2,55,36.4,9.8,"215"
+"696",60,"No",3,"Female","Yes","No","Yes",97.9789,24.16,"No",0.557688916890924,1,0,0,1,8,0,"No","No","Never","No","Baccalaureat","No","(3000-inf]","No","Yes","Yes","No","Yes","No","Yes","No","Yes","No","No","Yes","Yes",876,0,58,36.9,8.917,"215"
+"697",61.08,"Yes",4,"Female","No","No","Yes",108.991,25.72,"Yes",0.188074917950465,2,3,0,3,5,0,"No","Yes","Ex","No","Baccalaureat","No","[0-1000]","Yes","No","No","Yes","No","No","Yes","No","No","No","No","No","No",877,0,65,36.4,8.783,"220"
+"698",61.75,"No",4.5,"Female","Yes","No","Yes",79.7577,23.5,"No",0.356629841941175,2,0,0,1,7,0,"No","No","Never","No","Vocational","No","(2000-3000]","Yes","Yes","Yes","No","No","Yes","No","No","No","No","No","Yes","No",878,0,63,36.2,8.55,"228"
+"699",64.5,"Yes",1,"Female","No","No","No",89.1415,26.29,"Yes",0.276826730482552,1,0,0,1,6,0,"No","Yes","Ex","No","UpToPrimary","No","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","Yes","No","No","No",879,0,58,36.4,8.55,"229"
+"700",69.5,"No",1,"Female","No","No","Yes",110.274,28.04,"No",-0.408207495910174,1,0,0,3,6,0,"No","No","Never","No","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",880,2,52,35.9,8.8,"229"
+"701",64.25,"No",4,"Female","No","No","No",97.8166,27.53,"Yes",0.205639381810014,2,0,0,1,7,3,"No","Yes","Ex","No","Vocational","No","(1000-2000]","No","No","Yes","Yes","No","Yes","No","No","Yes","No","Yes","Yes","No",881,2,80,36.6,9.3,"229"
+"702",61.42,"No",1.834,"Female","Yes","No","No",97.2832,28.51,"Yes",0.171466720405868,1,3,0,0,8,3,"No","Yes","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",882,1,57,36.3,9.383,"248"
+"703",61,"No",4,"Female","No","No","No",105.925,25.1,"No",0.17289286335486,1,0,0,1,7.5,0,"No","Yes","Never","No","Vocational","No","(1000-2000]","Yes","No","No","No","No","Yes","No","No","No","No","No","No","No",884,0,55,36.4,9.567,"257"
+"704",65.17,"No",4,"Female","No","No","Yes",106.385,23.3,"Yes",0.089731428380933,1,0,0,2,8,0,"No","No","Active","No","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",885,0,57,36.4,9.567,"270"
+"705",64.67,"No",2.331,"Female","Yes","No","No",88.9417,22.94,"Yes",0.0824321896394336,0,0,0,2,7,0,"No","No","Ex","No","Vocational","No","(3000-inf]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","No","No",887,0,62,36.3,9.317,"270"
+"706",61,"No",3,"Female","Yes","No","No",84.1529,23.83,"Yes",0.0916366414125091,1,0,0,1,9,0,"No","Yes","Ex","No","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","Yes","No",888,0,54,36.1,9.167,"278"
+"707",65.08,"No",2,"Female","No","No","Yes",80.8219,21.71,"Yes",0.1500702214323,2,0,0,0,5,0,"No","Yes","Ex","No","PhD","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",889,2,61,36,9.283,"292"
+"708",60.58,"Yes",7,"Female","No","No","No",80.2174,24.14,"No",-0.164241986239886,1,3,0,2,5,3,"No","Yes","Active","No","Vocational","No","[0-1000]","Yes","No","No","No","No","No","No","No","No","No","No","Yes","No",890,3,49,36.9,9.267,"292"
+"709",68.75,"No",4,"Female","No","No","No",111.509,26.98,"No",0.300104980443347,2,0,0,1,7,8,"No","No","Never","No","UpToPrimary","No","[0-1000]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",891,5.33333333333333,64,36.1,9.167,"297"
+"710",66.5,"Yes",2,"Female","No","No","No",114.024,24.77,"Yes",-0.29369995698758,1,0,0,2,7,0,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",892,0,63,36.3,9.033,"298"
+"711",65.83,"No",3,"Female","No","No","No",150.107,23.3,"Yes",0.346459345308476,1,0,0,1,9,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","Yes","No","No",893,0,61,36.2,9.133,"299"
+"712",61.67,"No",3,"Female","No","No","No",89.1538,22.06,"No",0.238326628191671,0,0,8,2,6,0,"No","Yes","Never","No","Vocational","No","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","No","Yes","No",894,0,50,36.4,9.55,"305"
+"713",68.25,"No",1.169,"Female","No","No","No",94.8343,21.64,"Yes",-0.101526702455973,1,0,0,2,7,3,"No","No","Ex","No","PhD","No","(3000-inf]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","No","No",895,0,50,36.4,9.133,"305"
+"714",66.58,"No",6,"Female","No","No","Yes",94.0836,25,"Yes",-0.123090110300296,2,3,0,3,8,3,"No","No","Ex","No","UpToPrimary","No","[0-1000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",896,1,52,36.3,9.05,"311"
+"715",66.75,"No",12,"Female","No","No","Yes",85.3768,26.5,"Yes",0.147373893698081,2,3,3,1,8,3,"No","No","Active","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",898,3,67,36.2,8.9,"313"
+"716",63.67,"No",2.5,"Female","Yes","No","No",99.0572,21.5,"No",0.157435219705977,1,0,0,1,7.5,0,"No","No","Never","No","Vocational","No","(1000-2000]","No","No","Yes","No","No","No","No","No","No","Yes","No","No","No",899,0,68,36.9,9.717,"318"
+"717",65.17,"No",5,"Female","Yes","No","Yes",81.9168,25.97,"No",0.252795365469707,0,0,0,0,9,0,"No","No","Never","No","Vocational","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","Yes",900,0,62,36,9.583,"318"
+"718",62.33,"No",10,"Male","Yes","No","No",108.685,31.67,"No",0.00682747744471257,2,3,0,1,8,0,"No","Yes","Ex","No","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","Yes","No","Yes","No",901,0,55,36.4,8.55,"45"
+"719",68.17,"No",8,"Male","Yes","No","No",98.8235,27.33,"No",-0.0536446185659995,1,0,0,0,9,3,"No","No","Never","No","UpToPrimary","Past","(2000-3000]","No","No","No","No","No","Yes","No","No","No","Yes","No","No","No",902,0,55,36.1,8.883,"45"
+"720",66.83,"No",2,"Male","Yes","Yes","No",85.6364,21.79,"No",0.0572266701595745,0,0,0,0,8,0,"No","No","Never","No","Vocational","Current","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",903,0,50,36.3,9.217,"45"
+"721",63.5,"Yes",5.25,"Male","No","No","Yes",93.7845,23.92,"Yes",0.225258341079285,1,3,3,2,8,3,"Yes","Yes","Active","No","UpToPrimary","Current","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",904,3,47,36.3,9.55,"45"
+"722",66.92,"No",1.5,"Male","Yes","Yes","No",96.2489,26.36,"No",0.249409231142235,2,0,0,3,6.5,0,"No","No","Ex","No","Vocational","Past","(2000-3000]","Yes","No","No","No","No","No","No","No","No","Yes","No","Yes","No",905,0,57,36.5,9.7,"46"
+"723",68.25,"No",0,"Male","Yes","Yes","No",96.623,24.96,"No",0.251212532619953,3,0,0,0,8,0,"No","No","Never","No","Bachelor","No","(3000-inf]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",906,0,50,36.4,9.783,"46"
+"724",67.33,"No",7.5,"Male","Yes","No","No",72.2535,21.15,"No",0.760688336087455,1,0,0,3,8,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",907,0,43,36.2,8.55,"101"
+"725",62.75,"Yes",4,"Male","No","No","Yes",92.8905,25.18,"No",0.0582112322547026,2,0,0,1,7,0,"No","No","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",908,0,60,36.2,8.883,"101"
+"726",62.92,"Yes",3,"Male","Yes","No","No",96.0626,32,"Yes",0.271315366730591,2,0,0,0,7.5,0,"No","Yes","Active","No","Baccalaureat","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","Yes","Yes",909,0,76,37,9.217,"101"
+"727",61.75,"No",0,"Male","Yes","No","Yes",96.2382,28.08,"Yes",0.524875904270001,3,0,0,0,8,14,"No","No","Active","Yes","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","Yes","No","No",910,5.33333333333333,67,36.4,9.55,"101"
+"728",67.25,"No",0,"Male","Yes","No","No",82.7914,27.06,"No",-0.0727880946617161,4,0,0,0,8,0,"No","No","Ex","No","Vocational","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",912,0,54,36,9.167,"101"
+"729",65.25,"No",4,"Male","Yes","Yes","No",90.8429,22.06,"No",-0.192950567303484,0,0,0,1,6,0,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",913,0,64,36.5,9.417,"101"
+"730",67.5,"No",2,"Male","Yes","No","No",92.6319,28.99,"Yes",0.329249062151367,1,0,3,1,7,0,"No","No","Ex","No","Baccalaureat","No","(3000-inf]","No","No","No","Yes","No","No","Yes","No","No","No","Yes","No","Yes",914,0,54,35.7,9.567,"101"
+"731",68.33,"No",9,"Male","Yes","No","No",96.7304,24.28,"No",-0.325188542653283,1,0,0,0,7,0,"No","No","Never","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",915,0,52,36,9.733,"101"
+"732",66.83,"Yes",1,"Male","Yes","No","No",82.3991,26.75,"Yes",0.0984864012430115,2,0,3,3,6,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",916,0,74,36.6,8.55,"102"
+"733",68.58,"No",3,"Male","Yes","No","No",91.5034,24.15,"Yes",0.751223547475337,0,0,0,0,7,0,"No","No","Never","No","Baccalaureat","Past","(3000-inf]","No","No","No","No","No","Yes","No","No","No","Yes","No","Yes","Yes",917,0,56,36.4,8.883,"102"
+"734",63.33,"No",3,"Male","Yes","No","Yes",138.352,23.73,"No",0.545694383069144,0,0,0,0,6.5,0,"No","Yes","Ex","No","UpToPrimary","No","(1000-2000]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",918,1,48,36.2,9.05,"110"
+"735",65.58,"No",0,"Male","Yes","No","Yes",80.6773,27.33,"No",-0.0544795866585713,1,0,0,1,8,0,"No","No","Ex","No","PhD","No","(3000-inf]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",919,4.66666666666667,53,36.4,9.583,"143"
+"736",65.17,"No",9,"Male","Yes","No","No",102.237,26.21,"No",0.160263127434684,3,0,0,0,6,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",920,0,56,36.5,9.067,"144"
+"737",68.58,"No",7,"Male","Yes","No","No",92.747,29.76,"No",-0.219462510195994,2,0,0,2,8.5,0,"No","No","Never","No","Vocational","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",921,0,56,36.4,8.55,"158"
+"738",63.33,"No",6,"Male","Yes","No","No",66.2607,22.22,"No",0.0880628333268593,0,0,0,3,6.90955,0,"No","No","Never","No","Vocational","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",922,0,44,36,9.45,"159"
+"739",61.33,"No",2,"Male","Yes","Yes","Yes",104.745,25.3,"Yes",0.361768616756803,1,0,0,1,9,3,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","Yes",923,0,44,36.4,9.017,"172"
+"740",64.33,"No",5,"Male","Yes","No","Yes",81.3964,25.05,"Yes",0.177784417075126,2,0,0,1,7,0,"No","No","Ex","No","UpToPrimary","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",924,0,61,36,9.85,"180"
+"741",66.33,"No",10,"Male","Yes","No","No",100.333,21.63,"No",0.109615453618179,0,0,0,1,8,0,"No","No","Never","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","Yes",925,1,60,36,9.283,"180"
+"742",64.75,"No",0,"Male","Yes","No","Yes",105.511,26.6,"Yes",0.417834837388977,1,0,0,1,8,0,"No","No","Ex","No","Vocational","No","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",926,0,55,36,9,"180"
+"743",62.67,"No",4,"Male","Yes","No","No",82.5038,23.03,"Yes",0.167053591098431,1,0,0,0,9,0,"No","No","Ex","No","Baccalaureat","No","(3000-inf]","Yes","Yes","No","Yes","No","No","No","No","No","No","No","No","No",927,0,40,36,9.083,"186"
+"744",64.58,"No",2,"Male","Yes","No","No",88.5674,30.4,"No",0.526540358819835,2,0,0,2,8,0,"No","Yes","Never","No","UpToPrimary","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","Yes",928,0,61,36.6,9.433,"186"
+"745",60.83,"No",0.5,"Male","Yes","No","Yes",94.1921,23.04,"No",0.384078369827324,2,0,0,0,8.5,0,"No","No","Ex","No","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","Yes","No","No","Yes",929,0,56,36.4,9.3,"186"
+"746",63.17,"No",2.331,"Male","No","No","Yes",82.4933,25.61,"Yes",0.459544293137441,1,0,0,1,7.5,0,"No","No","Ex","No","PhD","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",930,0,52,36.6,9.7,"186"
+"747",64.17,"Yes",4.5,"Male","Yes","No","No",142.418,23.35,"No",0.551475545458509,1,0,0,1,8,0,"No","No","Ex","No","Bachelor","No","(3000-inf]","Yes","No","Yes","No","No","Yes","No","No","Yes","Yes","No","Yes","No",931,0,56,36.2,9.483,"192"
+"748",62.08,"No",6,"Male","No","No","No",63.0584,22.49,"No",0.621513412066264,1,0,0,0,8,3,"No","No","Active","No","Vocational","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","Yes","Yes","No",932,0,58,36,9.3,"192"
+"749",66.08,"No",2,"Male","Yes","No","Yes",83.0803,26.07,"No",0.100081713462123,0,0,0,1,8,0,"No","No","Active","No","UpToPrimary","Past","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",933,0,52,36.5,9.5,"193"
+"750",62.42,"No",0.333,"Male","Yes","No","Yes",102.374,26.17,"No",0.394744974426357,3,0,0,0,7,0,"No","No","Ex","Yes","PhD","No","(3000-inf]","Yes","Yes","Yes","Yes","No","No","No","No","Yes","No","No","Yes","Yes",934,0,55,36,10.1,"193"
+"751",60.5,"Yes",1,"Male","No","No","Yes",102.649,21.77,"No",0.551475545458509,0,0,0,2,8.5,0,"No","No","Ex","No","PhD","No","(2000-3000]","No","No","No","No","No","No","No","No","Yes","No","Yes","No","No",935,1,50,36.2,9.333,"193"
+"752",65.75,"No",3,"Male","Yes","No","No",106.885,21.46,"No",-0.0595535972828141,0,0,0,2,6,0,"No","No","Ex","No","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","Yes","No","No",936,0,58,36.3,9.233,"193"
+"753",68.25,"No",10,"Male","No","No","No",100.977,22.4,"Yes",0.243362754856114,1,0,0,0,7.5,0,"No","No","Never","No","PhD","No","(2000-3000]","Yes","No","Yes","No","Yes","No","No","No","No","No","No","No","No",937,3,46,36.4,8.8,"194"
+"754",65.58,"No",2,"Male","Yes","No","No",81.0381,25.1,"No",0.3300464880109,2,0,0,1,8,0,"No","No","Never","Yes","Baccalaureat","No","(2000-3000]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",940,1,47,36,9.3,"199"
+"755",62.67,"No",5,"Male","Yes","No","No",88.9609,20.28,"No",0.174633893654862,0,0,0,0,8.5,0,"No","Yes","Never","No","UpToPrimary","No","(1000-2000]","Yes","No","No","No","No","Yes","No","No","No","No","No","No","No",941,0,42,36.5,9.55,"199"
+"756",63.83,"No",3,"Male","No","Yes","No",88.9022,22.2,"Yes",0.354359437365637,0,0,0,1,7,0,"No","Yes","Ex","No","Baccalaureat","Past","(1000-2000]","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No",942,0,62,36.4,9.55,"200"
+"757",67.67,"No",0.5,"Male","Yes","No","No",75.3639,29.98,"No",0.251375276645387,2,0,0,1,8.5,0,"No","Yes","Active","No","Vocational","No","(3000-inf]","No","No","No","Yes","No","No","Yes","No","Yes","Yes","Yes","Yes","No",943,0,55,36.5,9.833,"200"
+"758",62.67,"Yes",14,"Male","Yes","No","Yes",85.5287,26.86,"No",0.167272794008493,3,0,0,0,11,3,"No","No","Ex","No","PhD","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",944,0,52,36.4,9.55,"201"
+"759",63.75,"No",6,"Male","No","No","No",90.423,26.47,"No",0.271689863472191,2,0,0,1,6,0,"No","No","Ex","No","Vocational","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",945,1,62,36.5,8.933,"201"
+"760",65.5,"No",8,"Male","Yes","Yes","Yes",99.2159,24.67,"No",0.386344078782504,1,0,0,1,9,0,"No","No","Never","No","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","Yes","No","No",946,0,54,36.6,9.8,"206"
+"761",61.92,"No",7,"Male","Yes","No","Yes",99.3111,27.17,"No",0.279684447453339,3,0,0,0,8,0,"No","No","Ex","No","Vocational","No","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",947,0,64,36.2,9.05,"214"
+"762",62.08,"No",0.5,"Male","No","No","No",86.365,25.3,"No",0.469415827912697,1,3,0,1,8,3,"No","No","Never","No","Vocational","Past","(1000-2000]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",948,3,52,36.4,9.3,"214"
+"763",60.67,"No",4,"Male","Yes","No","Yes",106.484,31.57,"No",0.28349646111048,2,0,0,2,6.5,0,"No","No","Ex","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","Yes","No","No","No","No","Yes","Yes","No",950,0,74,36.7,9.55,"220"
+"764",64.42,"No",2.499,"Male","Yes","No","No",71.1987,27.21,"Yes",0.392279319788675,2,0,0,0,6.5,0,"No","No","Ex","No","UpToPrimary","Current","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",951,0,47,36.2,8.983,"220"
+"765",63.67,"No",1,"Male","No","No","Yes",94.4179,25.34,"No",0.347920742543396,0,0,0,2,8,0,"No","No","Never","No","UpToPrimary","Past","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","Yes","Yes","No",952,0,70,36.5,9.55,"227"
+"766",64.08,"No",3,"Male","Yes","No","No",87.898,26.72,"Yes",0.266138922965246,3,0,0,0,5.5,0,"No","No","Ex","No","Baccalaureat","No","(2000-3000]","Yes","No","No","Yes","No","Yes","No","No","No","No","Yes","No","Yes",953,0,57,36.6,9.05,"228"
+"767",65.92,"No",5,"Male","Yes","No","Yes",101.238,25.59,"No",0.302574613114024,0,0,0,2,8,0,"No","No","Never","No","Bachelor","No","(1000-2000]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",954,0,54,36.6,9.017,"228"
+"768",63.17,"No",6.665,"Male","Yes","Yes","No",90.7789,22.2,"No",0.19281226861651,0,0,0,0,9,0,"No","No","Ex","No","UpToPrimary","No","(2000-3000]","Yes","No","Yes","Yes","Yes","No","No","No","No","No","No","No","No",955,0,54,36.1,8.883,"229"
+"769",65.83,"No",9,"Male","Yes","No","No",94,25.25,"No",0.282546589969968,1,0,0,1,7,0,"No","No","Never","No","Vocational","No","(2000-3000]","No","No","Yes","No","No","Yes","No","No","No","No","No","No","No",956,0,58,36.1,9.183,"256"
+"770",60.17,"No",7.5,"Male","Yes","No","No",92.3469,24.22,"Yes",-0.114148256524794,0,0,3,3,6.43955,3,"No","No","Ex","No","UpToPrimary","Past","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",957,2,50,36.1,8.717,"256"
+"771",69.17,"No",0.666,"Male","Yes","No","No",117.088,26.36,"No",0.472544874313636,2,0,0,2,7.5,0,"No","Yes","Ex","No","Vocational","Past","(2000-3000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","Yes",958,0,64,36.1,8.55,"257"
+"772",61.42,"No",0,"Male","Yes","No","No",84.0653,28.4,"No",0.261000873578505,2,0,0,1,8,0,"No","No","Ex","No","Vocational","No","(3000-inf]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",959,0,54,36.2,8.8,"257"
+"773",62.33,"No",6,"Male","Yes","No","No",102.375,23.51,"No",0.336736562930217,1,0,0,0,7,0,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","No","Yes","No","No","Yes","No","Yes","No","Yes","No","Yes",961,0,61,36.4,9.55,"257"
+"774",67.58,"No",4,"Male","Yes","No","No",85.8427,26.56,"Yes",-0.0908074140212025,2,0,0,0,6,0,"No","No","Ex","No","UpToPrimary","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",962,0,67,36.1,9.45,"257"
+"775",63.92,"Yes",2.5,"Male","No","No","No",101.209,28.08,"Yes",0.197410605882813,2,0,3,2,7,3,"No","No","Never","No","Vocational","Past","(1000-2000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",963,4.66666666666667,62,36.9,9.05,"263"
+"776",64.75,"No",2,"Male","Yes","No","No",106.877,27.33,"No",0.0532717747344687,2,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","Past","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",964,0,46,36.1,9.55,"263"
+"777",65.42,"No",6,"Male","Yes","No","Yes",81.6531,26.67,"Yes",0.376094675516774,1,0,0,1,8,3,"No","No","Never","No","Vocational","Past","(2000-3000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",965,0,59,36.3,9.217,"263"
+"778",64.25,"No",4.5,"Male","Yes","No","No",99.771,25.45,"Yes",0.250433334654193,1,0,0,1,7.5,0,"No","No","Never","No","Bachelor","No","(3000-inf]","Yes","No","No","No","No","No","No","No","No","No","No","No","No",966,0,62,36.7,9.467,"264"
+"779",60.83,"No",0,"Male","Yes","No","No",86.5582,28.05,"No",0.219707605680847,1,0,0,3,6,0,"No","No","Ex","No","Vocational","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","Yes","Yes","Yes",967,0,62,36.2,8.8,"269"
+"780",61.83,"No",4,"Male","Yes","No","No",96.4777,27.08,"Yes",0.259666974416283,1,0,0,1,8.33333333333333,0,"No","No","Never","No","PhD","Past","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","Yes",968,0,66,36.2,9.017,"269"
+"781",61.25,"No",1.5,"Male","Yes","Yes","No",81.3956,27.68,"No",0.107998985173669,0,0,0,2,8,0,"No","No","Never","No","Baccalaureat","Past","(3000-inf]","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No",969,0,50,36,9.583,"271"
+"782",69.75,"Yes",6,"Male","No","No","No",115.165,28.08,"No",0.683536113024149,1,0,0,0,7,0,"No","No","Never","No","UpToPrimary","No","(1000-2000]","Yes","No","No","No","No","No","No","No","No","No","No","Yes","Yes",970,0,55,36,9.3,"276"
+"783",61,"No",3,"Male","Yes","No","No",113.121,22.65,"Yes",0.260644748522138,0,0,0,0,7.5,0,"No","No","Ex","No","Baccalaureat","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","Yes","No",971,0,43,36.2,9.25,"276"
+"784",65.33,"No",3,"Male","Yes","No","No",98.5571,22.27,"Yes",0.228904565484527,1,0,0,0,9,0,"No","No","Ex","No","Vocational","Past","(1000-2000]","No","No","No","No","No","No","No","No","No","Yes","No","No","No",972,0,57,36.2,9.05,"277"
+"785",60.58,"No",5,"Male","Yes","No","No",114.695,26.49,"No",0.20738361730958,2,0,0,1,7.5,0,"No","No","Ex","No","Vocational","No","(1000-2000]","No","No","No","Yes","No","Yes","No","No","No","No","No","No","No",973,0,55,36.2,9.8,"277"
+"786",62.33,"No",6,"Male","Yes","No","No",92.0425,24.02,"No",0.250987528997666,2,0,0,0,9,0,"No","No","Ex","No","Vocational","Past","(2000-3000]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",975,0,46,36.5,9.817,"277"
+"787",61.75,"No",2.001,"Male","Yes","No","No",87.4625,31.97,"Yes",0.0769597860536667,3,0,0,1,7,0,"No","No","Ex","No","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","No","No","No","No","No","No","No",976,0,68,36.7,9.6,"278"
+"788",62.08,"No",4,"Male","Yes","No","Yes",85.604,29.33,"No",-0.214524891704084,1,0,0,3,7,0,"No","No","Never","No","Baccalaureat","No","(3000-inf]","No","No","No","No","No","No","Yes","No","Yes","No","Yes","Yes","Yes",977,0,41,36.3,8.8,"283"
+"789",64.67,"Yes",8,"Male","Yes","No","No",77.7701,24.03,"No",0.128029813585442,1,0,0,1,7,0,"No","Yes","Ex","No","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",978,0,59,36.4,9.683,"283"
+"790",64.17,"No",2.5,"Male","Yes","No","Yes",83.2369,23.73,"No",0.420056837324889,0,0,0,2,7,0,"No","No","Never","Yes","Vocational","Past","(2000-3000]","No","No","No","No","No","Yes","No","No","No","No","No","No","Yes",979,0,65,36.2,9.767,"283"
+"791",60.5,"No",12,"Male","Yes","Yes","Yes",81.7561,31.8,"No",-0.0914055732653986,3,0,0,0,8,3,"No","No","Ex","No","Vocational","Past","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",980,0,50,36.4,8.567,"284"
+"792",63.25,"No",3,"Male","Yes","Yes","Yes",94.0127,26.06,"Yes",0.331406635999728,1,3,0,0,7.5,0,"No","No","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","No","Yes","Yes","No","No","Yes","No","No","No","Yes","Yes","Yes",982,0,74,36.2,9.25,"284"
+"793",63.25,"No",1,"Male","Yes","No","Yes",92.1677,27.35,"Yes",-0.0208198439375734,3,0,0,0,8,0,"No","No","Ex","Yes","Bachelor","No","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","Yes","Yes","No",983,0,56,36.1,9.667,"285"
+"794",60.33,"No",28,"Male","Yes","Yes","No",86.5848,24.53,"No",0.564110252302772,0,0,0,1,7,0,"No","Yes","Never","No","Vocational","Past","(2000-3000]","No","No","No","Yes","Yes","Yes","Yes","No","No","No","No","No","Yes",984,1,56,36.5,8.7,"290"
+"795",61.5,"No",4,"Male","Yes","No","No",85.6737,22.79,"No",0.0513578140994683,0,0,0,0,8,0,"No","No","Ex","No","Baccalaureat","Past","(3000-inf]","No","No","No","Yes","No","No","No","No","No","No","No","No","No",985,0,41,36.5,9.383,"290"
+"796",65.75,"No",2.5,"Male","No","No","No",105.881,28.51,"No",0.585341434223613,0,0,0,1,10,0,"No","No","Never","No","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","Yes","Yes","No","No","No","No","No","Yes","No",986,1,50,36.3,9.3,"299"
+"797",60.92,"No",9,"Male","Yes","Yes","No",82.4382,19.59,"No",0.157778958944774,0,0,0,0,8,0,"No","No","Never","Yes","PhD","No","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","Yes","No","No",987,0,40,36.4,8.8,"299"
+"798",64.08,"Yes",4,"Male","Yes","No","No",75.8166,28.72,"Yes",0.278131649961477,1,3,0,1,7,0,"No","Yes","Ex","No","PhD","Past","(3000-inf]","Yes","No","Yes","No","No","No","No","No","No","No","No","No","No",988,0,50,36,9.133,"304"
+"799",60.67,"No",8,"Male","Yes","Yes","No",108.883,21.14,"Yes",0.33750450265555,1,0,0,0,7,0,"No","No","Never","Yes","Vocational","Current","(3000-inf]","No","No","No","No","Yes","No","No","No","No","No","No","No","Yes",989,0,47,36.3,9.417,"304"
+"800",63.33,"No",1,"Male","No","No","No",82.5901,23.14,"Yes",0.00507952552927497,1,0,0,1,10,0,"No","No","Never","Yes","Vocational","No","(2000-3000]","No","No","Yes","No","No","No","No","No","No","No","No","No","No",991,0,59,36,9.3,"305"
+"801",64.67,"No",0,"Male","Yes","No","Yes",64.1644,25.05,"No",-0.430491288420218,1,0,0,3,7,3,"No","No","Never","No","UpToPrimary","No","(2000-3000]","No","No","No","No","No","No","No","No","No","No","No","No","No",992,0,51,36.3,9.333,"305"
+"802",64.25,"Yes",8,"Male","Yes","No","No",85.42,26.17,"No",-0.0290517970578225,1,0,0,0,7.11666666666667,0,"No","No","Ex","No","Vocational","Past","[0-1000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",993,0,52,36.2,8.917,"306"
+"803",66.75,"No",0,"Male","Yes","No","Yes",83.1704,24.5,"No",0.103372144121424,1,0,0,2,8,0,"No","No","Ex","No","Baccalaureat","No","(1000-2000]","Yes","No","Yes","No","No","No","No","No","No","No","No","Yes","No",994,0,64,36.2,9.55,"311"
+"804",61.5,"No",6,"Male","Yes","No","No",80.4239,28.25,"Yes",0.580076008629331,1,0,0,1,8,0,"No","No","Ex","No","Baccalaureat","Past","(2000-3000]","No","No","No","No","No","No","Yes","No","No","Yes","Yes","Yes","Yes",995,0,43,36.3,9.8,"311"
+"805",60.75,"No",5.25,"Male","Yes","No","No",92.1147,26.12,"No",0.193470544355574,1,0,0,1,7,0,"No","No","Never","No","Vocational","Past","(1000-2000]","Yes","No","Yes","Yes","No","No","No","No","No","No","No","No","No",996,0,47,36.2,9.083,"311"
+"806",63.08,"No",4.5,"Male","Yes","Yes","No",97.8815,22.86,"No",0.0280287236002435,0,0,0,1,7,0,"No","Yes","Never","No","Vocational","No","(3000-inf]","Yes","No","Yes","Yes","No","No","No","No","No","Yes","Yes","Yes","No",997,0,50,36.4,9.3,"312"
+"807",65.67,"No",3,"Male","Yes","No","No",106.747,25.95,"No",-0.174815797105439,1,0,0,3,8,0,"No","No","Ex","No","Vocational","No","(1000-2000]","Yes","No","Yes","Yes","No","Yes","No","No","No","No","No","No","No",998,0,68,36.2,9.3,"318"
+"808",68.5,"Yes",0,"Male","Yes","No","Yes",87.3355,22.57,"No",0.294595885658571,1,0,3,1,7,0,"No","No","Never","No","Vocational","No","(3000-inf]","No","No","No","No","No","Yes","No","No","No","No","No","No","No",999,0,47,36.1,8.8,"319"
+"809",62.67,"No",5,"Male","Yes","No","No",84.0211,26.39,"Yes",0.198225704269932,2,0,0,1,7,0,"No","No","Ex","No","PhD","Past","(3000-inf]","No","No","No","Yes","Yes","No","No","No","No","No","No","No","No",1000,0,77,36.2,8.717,"319"
+"810",20.67,"Yes",0,"Female","No","No","Yes",68.1998,18.51,"No",0.0640173047833189,1,0,0,1,7,3,"No","Yes","Active","No","Bachelor","No","[0-1000]","No","No","No","No","No","No","No","No","No","No","No","No","No",5096,0,70,36.6,8.567,"335"
+"811",25,"Yes",2.5,"Male","No","No","Yes",97.0202,24.69,"No",0.345599547910832,1,0,0,1,10,3,"No","No","Never","Yes","PhD","No","(1000-2000]","No","No","Yes","No","No","No","No","Yes","No","No","No","Yes","Yes",5122,0,68,36.7,8.8,"227"
+"812",21.42,"Yes",6,"Male","No","No","Yes",73.0073,24.75,"No",0.2106707735603,0,0,0,3,7.5,0,"No","No","Never","Yes","PhD","Current","(3000-inf]","No","No","Yes","No","No","No","No","No","No","No","No","Yes","No",5167,0,44,36.6,8.55,"270"
+"813",38.33,"No",1.5,"Female","Yes","Yes","No",79.7187,23.53,"No",0.354790361121824,1,0,0,2,9,0,"No","Yes","Ex","Yes","Baccalaureat","No","(3000-inf]","Yes","Yes","Yes","No","No","No","No","No","No","No","No","Yes","No",5219,0,54,36.7,9.217,"229"
+"814",32.75,"Yes",2.5,"Female","No","No","No",86.6744,20.07,"No",0.252036549995393,0,0,0,1,8,3,"No","Yes","Never","No","Baccalaureat","No","(1000-2000]","No","No","No","Yes","No","No","No","No","No","No","No","Yes","No",5279,3,62,36.3,9.8,"278"
+"815",39.17,"No",4,"Male","No","Yes","Yes",98.9744,22.77,"Yes",0.264939890134124,0,0,0,2,7.5,0,"No","No","Never","Yes","PhD","No","(2000-3000]","No","No","No","Yes","No","No","No","Yes","No","No","No","No","No",5303,0,39,36.3,9.583,"277"
+"816",59,"No",0,"Male","Yes","Yes","Yes",84.6433,27.39,"Yes",0.281521851690932,1,0,0,0,8,0,"No","No","Never","No","Baccalaureat","No","(2000-3000]","No","No","No","No","Yes","No","No","No","No","No","No","No","No",5701,0,61,36.1,9.317,"241"
diff --git a/notebooks/data/no_header.tsv b/notebooks/data/no_header.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..63d6081bfeca29e9d08723eb1e914aae75827145
--- /dev/null
+++ b/notebooks/data/no_header.tsv
@@ -0,0 +1,6 @@
+0	0.0	1.0	72.73111270481336	1.1416684150966834
+1	3.63	544.59	391.4275648686457	0.9848635571682688
+2	2.11	383.4	437.4589821943501	15.040385372412596
+3	1.24	162.23	480.1112629835199	11.401906578750385
+4	-1.37	361.37	448.86476920407927	5.73268953304881
+5	1.18	232.24	340.06268955644265	-1.2957779135941203
diff --git a/notebooks/data/titanic.csv b/notebooks/data/titanic.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cc466e97cf12f155d19b9f717425214075d0b7a
--- /dev/null
+++ b/notebooks/data/titanic.csv
@@ -0,0 +1,892 @@
+PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
+1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S
+2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C
+3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S
+4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S
+5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
+6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
+7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
+8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S
+9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
+10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
+11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
+12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S
+13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S
+14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S
+15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S
+16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S
+17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q
+18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S
+19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S
+20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C
+21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S
+22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S
+23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q
+24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S
+25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S
+26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S
+27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C
+28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S
+29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q
+30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S
+31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C
+32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C
+33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q
+34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S
+35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C
+36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S
+37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C
+38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S
+39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S
+40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C
+41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S
+42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S
+43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C
+44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C
+45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q
+46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S
+47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q
+48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q
+49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C
+50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S
+51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S
+52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S
+53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C
+54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S
+55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C
+56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S
+57,1,2,"Rugg, Miss. Emily",female,21,0,0,C.A. 31026,10.5,,S
+58,0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292,,C
+59,1,2,"West, Miss. Constance Mirium",female,5,1,2,C.A. 34651,27.75,,S
+60,0,3,"Goodwin, Master. William Frederick",male,11,5,2,CA 2144,46.9,,S
+61,0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292,,C
+62,1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80,B28,
+63,0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.475,C83,S
+64,0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9,,S
+65,0,1,"Stewart, Mr. Albert A",male,,0,0,PC 17605,27.7208,,C
+66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C
+67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29,0,0,C.A. 29395,10.5,F33,S
+68,0,3,"Crease, Mr. Ernest James",male,19,0,0,S.P. 3464,8.1583,,S
+69,1,3,"Andersson, Miss. Erna Alexandra",female,17,4,2,3101281,7.925,,S
+70,0,3,"Kink, Mr. Vincenz",male,26,2,0,315151,8.6625,,S
+71,0,2,"Jenkin, Mr. Stephen Curnow",male,32,0,0,C.A. 33111,10.5,,S
+72,0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9,,S
+73,0,2,"Hood, Mr. Ambrose Jr",male,21,0,0,S.O.C. 14879,73.5,,S
+74,0,3,"Chronopoulos, Mr. Apostolos",male,26,1,0,2680,14.4542,,C
+75,1,3,"Bing, Mr. Lee",male,32,0,0,1601,56.4958,,S
+76,0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.65,F G73,S
+77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S
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+742,0,1,"Cavendish, Mr. Tyrell William",male,36,1,0,19877,78.85,C46,S
+743,1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21,2,2,PC 17608,262.375,B57 B59 B63 B66,C
+744,0,3,"McNamee, Mr. Neal",male,24,1,0,376566,16.1,,S
+745,1,3,"Stranden, Mr. Juho",male,31,0,0,STON/O 2. 3101288,7.925,,S
+746,0,1,"Crosby, Capt. Edward Gifford",male,70,1,1,WE/P 5735,71,B22,S
+747,0,3,"Abbott, Mr. Rossmore Edward",male,16,1,1,C.A. 2673,20.25,,S
+748,1,2,"Sinkkonen, Miss. Anna",female,30,0,0,250648,13,,S
+749,0,1,"Marvin, Mr. Daniel Warner",male,19,1,0,113773,53.1,D30,S
+750,0,3,"Connaghton, Mr. Michael",male,31,0,0,335097,7.75,,Q
+751,1,2,"Wells, Miss. Joan",female,4,1,1,29103,23,,S
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+753,0,3,"Vande Velde, Mr. Johannes Joseph",male,33,0,0,345780,9.5,,S
+754,0,3,"Jonkoff, Mr. Lalio",male,23,0,0,349204,7.8958,,S
+755,1,2,"Herman, Mrs. Samuel (Jane Laver)",female,48,1,2,220845,65,,S
+756,1,2,"Hamalainen, Master. Viljo",male,0.67,1,1,250649,14.5,,S
+757,0,3,"Carlsson, Mr. August Sigfrid",male,28,0,0,350042,7.7958,,S
+758,0,2,"Bailey, Mr. Percy Andrew",male,18,0,0,29108,11.5,,S
+759,0,3,"Theobald, Mr. Thomas Leonard",male,34,0,0,363294,8.05,,S
+760,1,1,"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)",female,33,0,0,110152,86.5,B77,S
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+762,0,3,"Nirva, Mr. Iisakki Antino Aijo",male,41,0,0,SOTON/O2 3101272,7.125,,S
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+790,0,1,"Guggenheim, Mr. Benjamin",male,46,0,0,PC 17593,79.2,B82 B84,C
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+795,0,3,"Dantcheff, Mr. Ristiu",male,25,0,0,349203,7.8958,,S
+796,0,2,"Otter, Mr. Richard",male,39,0,0,28213,13,,S
+797,1,1,"Leader, Dr. Alice (Farnham)",female,49,0,0,17465,25.9292,D17,S
+798,1,3,"Osman, Mrs. Mara",female,31,0,0,349244,8.6833,,S
+799,0,3,"Ibrahim Shawah, Mr. Yousseff",male,30,0,0,2685,7.2292,,C
+800,0,3,"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)",female,30,1,1,345773,24.15,,S
+801,0,2,"Ponesell, Mr. Martin",male,34,0,0,250647,13,,S
+802,1,2,"Collyer, Mrs. Harvey (Charlotte Annie Tate)",female,31,1,1,C.A. 31921,26.25,,S
+803,1,1,"Carter, Master. William Thornton II",male,11,1,2,113760,120,B96 B98,S
+804,1,3,"Thomas, Master. Assad Alexander",male,0.42,0,1,2625,8.5167,,C
+805,1,3,"Hedman, Mr. Oskar Arvid",male,27,0,0,347089,6.975,,S
+806,0,3,"Johansson, Mr. Karl Johan",male,31,0,0,347063,7.775,,S
+807,0,1,"Andrews, Mr. Thomas Jr",male,39,0,0,112050,0,A36,S
+808,0,3,"Pettersson, Miss. Ellen Natalia",female,18,0,0,347087,7.775,,S
+809,0,2,"Meyer, Mr. August",male,39,0,0,248723,13,,S
+810,1,1,"Chambers, Mrs. Norman Campbell (Bertha Griggs)",female,33,1,0,113806,53.1,E8,S
+811,0,3,"Alexander, Mr. William",male,26,0,0,3474,7.8875,,S
+812,0,3,"Lester, Mr. James",male,39,0,0,A/4 48871,24.15,,S
+813,0,2,"Slemen, Mr. Richard James",male,35,0,0,28206,10.5,,S
+814,0,3,"Andersson, Miss. Ebba Iris Alfrida",female,6,4,2,347082,31.275,,S
+815,0,3,"Tomlin, Mr. Ernest Portage",male,30.5,0,0,364499,8.05,,S
+816,0,1,"Fry, Mr. Richard",male,,0,0,112058,0,B102,S
+817,0,3,"Heininen, Miss. Wendla Maria",female,23,0,0,STON/O2. 3101290,7.925,,S
+818,0,2,"Mallet, Mr. Albert",male,31,1,1,S.C./PARIS 2079,37.0042,,C
+819,0,3,"Holm, Mr. John Fredrik Alexander",male,43,0,0,C 7075,6.45,,S
+820,0,3,"Skoog, Master. Karl Thorsten",male,10,3,2,347088,27.9,,S
+821,1,1,"Hays, Mrs. Charles Melville (Clara Jennings Gregg)",female,52,1,1,12749,93.5,B69,S
+822,1,3,"Lulic, Mr. Nikola",male,27,0,0,315098,8.6625,,S
+823,0,1,"Reuchlin, Jonkheer. John George",male,38,0,0,19972,0,,S
+824,1,3,"Moor, Mrs. (Beila)",female,27,0,1,392096,12.475,E121,S
+825,0,3,"Panula, Master. Urho Abraham",male,2,4,1,3101295,39.6875,,S
+826,0,3,"Flynn, Mr. John",male,,0,0,368323,6.95,,Q
+827,0,3,"Lam, Mr. Len",male,,0,0,1601,56.4958,,S
+828,1,2,"Mallet, Master. Andre",male,1,0,2,S.C./PARIS 2079,37.0042,,C
+829,1,3,"McCormack, Mr. Thomas Joseph",male,,0,0,367228,7.75,,Q
+830,1,1,"Stone, Mrs. George Nelson (Martha Evelyn)",female,62,0,0,113572,80,B28,
+831,1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15,1,0,2659,14.4542,,C
+832,1,2,"Richards, Master. George Sibley",male,0.83,1,1,29106,18.75,,S
+833,0,3,"Saad, Mr. Amin",male,,0,0,2671,7.2292,,C
+834,0,3,"Augustsson, Mr. Albert",male,23,0,0,347468,7.8542,,S
+835,0,3,"Allum, Mr. Owen George",male,18,0,0,2223,8.3,,S
+836,1,1,"Compton, Miss. Sara Rebecca",female,39,1,1,PC 17756,83.1583,E49,C
+837,0,3,"Pasic, Mr. Jakob",male,21,0,0,315097,8.6625,,S
+838,0,3,"Sirota, Mr. Maurice",male,,0,0,392092,8.05,,S
+839,1,3,"Chip, Mr. Chang",male,32,0,0,1601,56.4958,,S
+840,1,1,"Marechal, Mr. Pierre",male,,0,0,11774,29.7,C47,C
+841,0,3,"Alhomaki, Mr. Ilmari Rudolf",male,20,0,0,SOTON/O2 3101287,7.925,,S
+842,0,2,"Mudd, Mr. Thomas Charles",male,16,0,0,S.O./P.P. 3,10.5,,S
+843,1,1,"Serepeca, Miss. Augusta",female,30,0,0,113798,31,,C
+844,0,3,"Lemberopolous, Mr. Peter L",male,34.5,0,0,2683,6.4375,,C
+845,0,3,"Culumovic, Mr. Jeso",male,17,0,0,315090,8.6625,,S
+846,0,3,"Abbing, Mr. Anthony",male,42,0,0,C.A. 5547,7.55,,S
+847,0,3,"Sage, Mr. Douglas Bullen",male,,8,2,CA. 2343,69.55,,S
+848,0,3,"Markoff, Mr. Marin",male,35,0,0,349213,7.8958,,C
+849,0,2,"Harper, Rev. John",male,28,0,1,248727,33,,S
+850,1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,,1,0,17453,89.1042,C92,C
+851,0,3,"Andersson, Master. Sigvard Harald Elias",male,4,4,2,347082,31.275,,S
+852,0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.775,,S
+853,0,3,"Boulos, Miss. Nourelain",female,9,1,1,2678,15.2458,,C
+854,1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4,D28,S
+855,0,2,"Carter, Mrs. Ernest Courtenay (Lilian Hughes)",female,44,1,0,244252,26,,S
+856,1,3,"Aks, Mrs. Sam (Leah Rosen)",female,18,0,1,392091,9.35,,S
+857,1,1,"Wick, Mrs. George Dennick (Mary Hitchcock)",female,45,1,1,36928,164.8667,,S
+858,1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.55,E17,S
+859,1,3,"Baclini, Mrs. Solomon (Latifa Qurban)",female,24,0,3,2666,19.2583,,C
+860,0,3,"Razi, Mr. Raihed",male,,0,0,2629,7.2292,,C
+861,0,3,"Hansen, Mr. Claus Peter",male,41,2,0,350026,14.1083,,S
+862,0,2,"Giles, Mr. Frederick Edward",male,21,1,0,28134,11.5,,S
+863,1,1,"Swift, Mrs. Frederick Joel (Margaret Welles Barron)",female,48,0,0,17466,25.9292,D17,S
+864,0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,,8,2,CA. 2343,69.55,,S
+865,0,2,"Gill, Mr. John William",male,24,0,0,233866,13,,S
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+871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S
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+879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S
+880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C
+881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S
+882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S
+883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S
+884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S
+885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S
+886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q
+887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S
+888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S
+889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S
+890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C
+891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q
diff --git a/notebooks/seaborn_TP.ipynb b/notebooks/seaborn_TP.ipynb
index 261262494107dd357ae6428c0f1810f57ce567a2..7997bd1cc550c33f34676717c7b956c76f1e3a49 100644
--- a/notebooks/seaborn_TP.ipynb
+++ b/notebooks/seaborn_TP.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "mature-savannah",
+   "id": "rotary-designation",
    "metadata": {},
    "source": [
     "# <center>**TP**</center>\n",
@@ -19,13 +19,101 @@
     "</div>"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "respected-history",
+   "metadata": {},
+   "source": [
+    "Practice your graphing skills using data from milieu intérieur in `data/mi.csv`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "adolescent-spirituality",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "widespread-rendering",
+   "metadata": {},
+   "source": [
+    "- Do a boxplot showing the differences in temperature between females and males:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "dressed-performer",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "acute-debut",
+   "metadata": {},
+   "source": [
+    "- Using an histogram, display the distribution of age in the dataset (with kde as well)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "funded-balance",
+   "id": "crucial-bracelet",
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "minor-secretariat",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "processed-diameter",
+   "metadata": {},
+   "source": [
+    "- Use a barplot to show the count of vaccinated for yellow fever (see the documentation for a countplot)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "indian-response",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "scenic-adoption",
+   "metadata": {},
+   "source": [
+    "- Plot the distribution of age for the people vaccinated for the flu"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "weighted-terrain",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "operating-union",
+   "metadata": {},
+   "source": [
+    "- Feel free to explore more of [seaborn](https://seaborn.pydata.org/examples/index.html) !"
+   ]
   }
  ],
  "metadata": {
diff --git a/notebooks/seaborn_TP_solutions.ipynb b/notebooks/seaborn_TP_solutions.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c49006d51a4219a84e260614bf3d7bfcc5a5e6f6
--- /dev/null
+++ b/notebooks/seaborn_TP_solutions.ipynb
@@ -0,0 +1,495 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "instrumental-personal",
+   "metadata": {},
+   "source": [
+    "# <center>**TP**</center>\n",
+    "\n",
+    "<div style=\"text-align:center\">\n",
+    "    <img src=\"images/seaborn.png\" width=\"600px\">\n",
+    "    <div>\n",
+    "       Bertrand Néron, François Laurent, Etienne Kornobis\n",
+    "       <br />\n",
+    "       <a src=\" https://research.pasteur.fr/en/team/bioinformatics-and-biostatistics-hub/\">Bioinformatics and Biostatistiqucs HUB</a>\n",
+    "       <br />\n",
+    "       © Institut Pasteur, 2021\n",
+    "    </div>    \n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "compliant-basis",
+   "metadata": {},
+   "source": [
+    "Practice your graphing skills using data from milieu intérieur in `data/mi.csv`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "minor-doctrine",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import seaborn as sns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "skilled-daniel",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mi_df = pd.read_csv(\"data/mi.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "brutal-manufacturer",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>Age</th>\n",
+       "      <th>OwnsHouse</th>\n",
+       "      <th>PhysicalActivity</th>\n",
+       "      <th>Sex</th>\n",
+       "      <th>LivesWithPartner</th>\n",
+       "      <th>LivesWithKids</th>\n",
+       "      <th>BornInCity</th>\n",
+       "      <th>Inbreeding</th>\n",
+       "      <th>BMI</th>\n",
+       "      <th>...</th>\n",
+       "      <th>VaccineWhoopingCough</th>\n",
+       "      <th>VaccineYellowFever</th>\n",
+       "      <th>VaccineHepB</th>\n",
+       "      <th>VaccineFlu</th>\n",
+       "      <th>SUBJID</th>\n",
+       "      <th>DepressionScore</th>\n",
+       "      <th>HeartRate</th>\n",
+       "      <th>Temperature</th>\n",
+       "      <th>HourOfSampling</th>\n",
+       "      <th>DayOfSampling</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>22.33</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>94.9627</td>\n",
+       "      <td>20.13</td>\n",
+       "      <td>...</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66</td>\n",
+       "      <td>36.8</td>\n",
+       "      <td>8.883</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>28.83</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>79.1024</td>\n",
+       "      <td>21.33</td>\n",
+       "      <td>...</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>66</td>\n",
+       "      <td>37.4</td>\n",
+       "      <td>9.350</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>23.67</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>117.2540</td>\n",
+       "      <td>22.18</td>\n",
+       "      <td>...</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>62</td>\n",
+       "      <td>36.9</td>\n",
+       "      <td>8.667</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>21.17</td>\n",
+       "      <td>No</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>94.1796</td>\n",
+       "      <td>18.68</td>\n",
+       "      <td>...</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>64</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9.883</td>\n",
+       "      <td>40</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>26.17</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>No</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>105.1250</td>\n",
+       "      <td>29.01</td>\n",
+       "      <td>...</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>Yes</td>\n",
+       "      <td>No</td>\n",
+       "      <td>8</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>67</td>\n",
+       "      <td>36.7</td>\n",
+       "      <td>8.550</td>\n",
+       "      <td>81</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 44 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Unnamed: 0    Age OwnsHouse  PhysicalActivity     Sex LivesWithPartner  \\\n",
+       "0           1  22.33       Yes               3.0  Female               No   \n",
+       "1           2  28.83       Yes               0.0  Female              Yes   \n",
+       "2           3  23.67       Yes               0.0  Female              Yes   \n",
+       "3           4  21.17        No               0.5  Female               No   \n",
+       "4           5  26.17       Yes               1.5  Female               No   \n",
+       "\n",
+       "  LivesWithKids BornInCity  Inbreeding    BMI  ... VaccineWhoopingCough  \\\n",
+       "0            No        Yes     94.9627  20.13  ...                  Yes   \n",
+       "1            No        Yes     79.1024  21.33  ...                  Yes   \n",
+       "2            No        Yes    117.2540  22.18  ...                   No   \n",
+       "3            No         No     94.1796  18.68  ...                   No   \n",
+       "4            No        Yes    105.1250  29.01  ...                  Yes   \n",
+       "\n",
+       "   VaccineYellowFever  VaccineHepB  VaccineFlu  SUBJID  DepressionScore  \\\n",
+       "0                  No          Yes          No       2              0.0   \n",
+       "1                  No          Yes          No       3              0.0   \n",
+       "2                  No          Yes          No       4              0.0   \n",
+       "3                  No          Yes          No       5              1.0   \n",
+       "4                  No          Yes          No       8              0.0   \n",
+       "\n",
+       "   HeartRate  Temperature HourOfSampling DayOfSampling  \n",
+       "0         66         36.8          8.883            40  \n",
+       "1         66         37.4          9.350            40  \n",
+       "2         62         36.9          8.667            40  \n",
+       "3         64         36.0          9.883            40  \n",
+       "4         67         36.7          8.550            81  \n",
+       "\n",
+       "[5 rows x 44 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mi_df.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "departmental-exhibition",
+   "metadata": {},
+   "source": [
+    "- Do a boxplot showing the differences in temperature between females and males:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "saved-identity",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='Sex', ylabel='Temperature'>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.boxplot(data=mi_df, x=\"Sex\", y=\"Temperature\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "portuguese-worse",
+   "metadata": {},
+   "source": [
+    "- Using an histogram, display the distribution of age in the dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "continuous-indian",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='Age', ylabel='Count'>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.histplot(data=mi_df, x=\"Age\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "understanding-vegetarian",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='Age', ylabel='Count'>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.histplot(data=mi_df, x=\"Age\", kde=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "prepared-stephen",
+   "metadata": {},
+   "source": [
+    "- Use a barplot to show the count of vaccinated for yellow fever (see the documentation for a countplot)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "worldwide-communication",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='VaccineYellowFever', ylabel='count'>"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.countplot(data=mi_df, x=\"VaccineYellowFever\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "immediate-method",
+   "metadata": {},
+   "source": [
+    "- Plot the distribution of age for the people vaccinated for the flu"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "academic-measure",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='Age', ylabel='Count'>"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sns.histplot(data=mi_df.query(\"VaccineFlu == 'Yes'\"), x=\"Age\", kde=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "temporal-synthesis",
+   "metadata": {},
+   "source": [
+    "- Feel free to explore more of [seaborn](https://seaborn.pydata.org/examples/index.html) !"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "dev",
+   "language": "python",
+   "name": "dev"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/seaborn_cours.ipynb b/notebooks/seaborn_cours.ipynb
index 2ab73fa8dcf00541680ddc69b10f6081115052f8..1cb28fba4c7d524caa971fc624d26be579033865 100644
--- a/notebooks/seaborn_cours.ipynb
+++ b/notebooks/seaborn_cours.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "dominican-gibraltar",
+   "id": "vocal-argument",
    "metadata": {},
    "source": [
     "# <center>**Cours**</center>\n",
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "attractive-turner",
+   "id": "minute-stylus",
    "metadata": {},
    "source": [
     "# A glimpse at Seaborn"
@@ -29,7 +29,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "opponent-species",
+   "id": "monthly-royalty",
    "metadata": {},
    "source": [
     "Seaborn is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics.\n",
@@ -39,7 +39,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cooked-radiation",
+   "id": "suffering-attendance",
    "metadata": {},
    "source": [
     "<img src=\"images/seaborn_plots.png\" width=\"600px\">"
@@ -47,7 +47,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "quiet-sensitivity",
+   "id": "legislative-currency",
    "metadata": {},
    "source": [
     "You can use the `relplot`, `displot`, `catplot` group functions or directly call the function corresponding to a specific plot."
@@ -56,7 +56,7 @@
   {
    "cell_type": "code",
    "execution_count": 78,
-   "id": "involved-genetics",
+   "id": "apparent-logan",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -69,7 +69,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "generic-commercial",
+   "id": "smooth-persian",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -79,7 +79,7 @@
   {
    "cell_type": "code",
    "execution_count": 28,
-   "id": "controversial-simpson",
+   "id": "monetary-monaco",
    "metadata": {},
    "outputs": [
     {
@@ -231,7 +231,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "focused-triple",
+   "id": "ecological-memphis",
    "metadata": {},
    "source": [
     "## Histogram\n",
@@ -242,7 +242,7 @@
   {
    "cell_type": "code",
    "execution_count": 42,
-   "id": "comparative-bracelet",
+   "id": "brazilian-greene",
    "metadata": {},
    "outputs": [
     {
@@ -275,7 +275,7 @@
   {
    "cell_type": "code",
    "execution_count": 53,
-   "id": "continued-badge",
+   "id": "vietnamese-proceeding",
    "metadata": {},
    "outputs": [
     {
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "loaded-immigration",
+   "id": "unknown-yacht",
    "metadata": {},
    "source": [
     "Here is the corresponding continuous probability density curve:"
@@ -316,7 +316,7 @@
   {
    "cell_type": "code",
    "execution_count": 55,
-   "id": "happy-montana",
+   "id": "active-stephen",
    "metadata": {},
    "outputs": [
     {
@@ -349,7 +349,7 @@
   {
    "cell_type": "code",
    "execution_count": 54,
-   "id": "criminal-digit",
+   "id": "narrative-illinois",
    "metadata": {},
    "outputs": [
     {
@@ -381,7 +381,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "northern-connecticut",
+   "id": "floral-supervisor",
    "metadata": {},
    "source": [
     "## Barplot\n",
@@ -391,23 +391,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
-   "id": "gross-newport",
+   "execution_count": 130,
+   "id": "about-participant",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<seaborn.axisgrid.FacetGrid at 0x7f320d9623d0>"
+       "<seaborn.axisgrid.FacetGrid at 0x7f3205fcec10>"
       ]
      },
-     "execution_count": 58,
+     "execution_count": 130,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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YP7A/3W87nvcCvzvsQJJ1SXYl2TUzMzOPJUpSe7oM7gxpq6EdkzfTC+4PDTteVZuralVVrZqcnJzHEiWpPV3eOTkNnDOwvww4OLtTkvOATwCXVNXXO6xHksZClyPuncCKJMuTLAEuBbYNdkjyUuDTwD+tqq90WIskjY3ORtxVdTTJBmAHMAFsqardSdb3j28CrgO+D7g5CcDRqlrVVU2SNA46XWSqqrYD22e1bRrY/ingp7qsYbYLP/ibJ/PjnjPOPPwoE8BDhx9dlH8Hd9145UKXIM0b75yUpMYY3JLUGINbkhpjcEtSYwxuSWqMwS1JjTG4JakxBrckNcbglqTGGNyS1BiDW5IaY3BLUmM6XWRKzx1PLjnjr/2U1C6De5F4fMVbFroESfPEqRJJaozBLUmNMbglqTEGtyQ1xuCWpMYY3JLUGINbkhpjcEtSYwxuSWqMwS1JjTG4JakxBrckNcbglqTGGNyS1BiDW5IaY3BLUmM6De4ka5LsSTKV5Nohx89N8idJvp3k6i5rkaRx0dkTcJJMABuBi4FpYGeSbVX1wEC3R4APAG/vqg5JGjddjrhXA1NVtbeqjgBbgbWDHarqa1W1E/hOh3VI0ljpMriXAvsH9qf7bc9YknVJdiXZNTMzMy/FSVKrugzuDGmr7+ZEVbW5qlZV1arJyclnWZYkta3L4J4GzhnYXwYc7PDzJGlR6DK4dwIrkixPsgS4FNjW4edJ0qLQ2VUlVXU0yQZgBzABbKmq3UnW949vSnI2sAt4AfBkkn8JrKyqb3ZVlyS1rrPgBqiq7cD2WW2bBrYP0ZtCkSSNyDsnJakxBrckNcbglqTGGNyS1BiDW5IaY3BLUmMMbklqjMEtSY0xuCWpMQa3JDXG4JakxhjcktQYg1uSGmNwS1JjDG5JaozBLUmNMbglqTEGtyQ1xuCWpMYY3JLUGINbkhpjcEtSYwxuSWqMwS1JjTG4JakxBrckNcbglqTGGNyS1BiDW5IaY3BLUmM6De4ka5LsSTKV5Nohx5Pk4/3j9yZ5bZf1SNI46Cy4k0wAG4FLgJXAZUlWzup2CbCi/1oH/HpX9UjSuOhyxL0amKqqvVV1BNgKrJ3VZy3wm9XzJeBFSV7SYU2S1LxTOzz3UmD/wP408PoR+iwFHh7slGQdvRE5wGNJ9sxvqYvGWcDhhS5iIeTf/8RCl7CYLdrvHT+fZ3uG26pqzezGLoN7WMX1XfShqjYDm+ejqMUsya6qWrXQdWhx8Xs3/7qcKpkGzhnYXwYc/C76SJIGdBncO4EVSZYnWQJcCmyb1WcbcGX/6pIfBL5RVQ/PPpEk6a90NlVSVUeTbAB2ABPAlqranWR9//gmYDvwNmAK+EvgPV3VI8DpJi0Mv3fzLFXHTClLkp7DvHNSkhpjcEtSYwzuRSzJRUl+Z6Hr0HNbkg8keTDJb3V0/l9IcnUX5x5XXV7HLWk8/HPgkqrat9CFqMcRd+OSvCzJl5N8Isn9SX4ryY8muSPJ/06yuv+6M8mf9X++ash5zkiyJcnOfr/ZyxNoEUqyCfg7wLYkPzvsO5LkqiSfSfK5JPuSbEjyr/t9vpTkxf1+P91/7z1Jbk1y+pDPe3mS25LcleSLSc49uX/iNhjc4+EVwK8C5wHnApcDbwSuBv4N8GXgh6vqNcB1wC8NOcfPAn9QVa8D3gzcmOSMk1C7nsOqaj29m+LeDJzB8b8jP0Dve7ca+Ajwl/3v258AV/b7fLqqXldV5wMPAu8d8pGbgfdX1YX0vr83d/Mna5tTJeNhX1XdB5BkN/CFqqok9wEvA14I/EaSFfSWFHjekHO8BfhHA3ONpwEvpfcfTILjf0cA/rCqHgUeTfIN4HP99vvoDSgAfiDJLwIvAp5P7x6PpyV5PvD3gP+aPL0axvd08OdonsE9Hr49sP3kwP6T9P6Nr6f3H+sdSV4G/NGQcwR4Z1W5gJeOZ+h3JMnrmfs7CHAL8PaquifJVcBFs85/CvAXVXXBvFY9hpwqWRxeCBzob191nD47gPenP9RJ8pqTUJfa8my/I2cCDyd5HnDF7INV9U1gX5If758/Sc5/ljWPJYN7cbgB+OUkd9BbfmCY6+lNodyb5P7+vjTo2X5Hfg74n8Dn6f3eZZgrgPcmuQfYzbFr+AtveZek5jjilqTGGNyS1BiDW5IaY3BLUmMMbklqjMEtAf11OHYnuTfJ3f2bSqTnJO+c1KKX5A3AjwGvrapvJzkLWLLAZUnH5YhbgpcAh6vq2wBVdbiqDia5MMnt/ZXqdiR5SZIXJtnz1AqLST6Z5KcXtHotOt6Ao0Wvv7jR/wBOB34f+G3gTuB2YG1VzSR5N/DWqvrJJBcDH6a3IuNVVbVmgUrXIuVUiRa9qnosyYXAD9FbrvS3gV+kt1Tp5/tLc0wAD/f7f76/nsZGwLU0dNI54pZmSfIu4H3AaVX1hiHHT6E3Gl8OvK2q7j3JJWqRc45bi16SV/XXKn/KBfTWIZ/s/+KSJM9L8ur+8X/VP34ZsKW/2p100jji1qLXnyb5NXoL/B8FpoB1wDLg4/SWxT0V+BV6I+3PAqur6tEkHwMeraqfP/mVa7EyuCWpMU6VSFJjDG5JaozBLUmNMbglqTEGtyQ1xuCWpMYY3JLUmP8PcHSGdgihirgAAAAASUVORK5CYII=\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 360x360 with 1 Axes>"
       ]
@@ -419,12 +419,12 @@
     }
    ],
    "source": [
-    "sns.catplot(data=df, x=\"Sex\", y=\"Survived\", kind=\"bar\")"
+    "sns.catplot(data=df, x=\"Sex\", y=\"Age\", kind=\"bar\")"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "electric-component",
+   "id": "designing-deviation",
    "metadata": {},
    "source": [
     "## Swarmplot"
@@ -433,7 +433,7 @@
   {
    "cell_type": "code",
    "execution_count": 74,
-   "id": "russian-seating",
+   "id": "laughing-contributor",
    "metadata": {},
    "outputs": [
     {
@@ -477,7 +477,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cellular-russian",
+   "id": "polished-developer",
    "metadata": {},
    "source": [
     "## Boxplot"
@@ -486,7 +486,7 @@
   {
    "cell_type": "code",
    "execution_count": 76,
-   "id": "guided-terrorist",
+   "id": "demographic-original",
    "metadata": {},
    "outputs": [
     {
@@ -518,7 +518,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "affecting-lesson",
+   "id": "facial-spell",
    "metadata": {},
    "source": [
     "## Scatterplot"
@@ -527,7 +527,7 @@
   {
    "cell_type": "code",
    "execution_count": 125,
-   "id": "magnetic-simple",
+   "id": "academic-kazakhstan",
    "metadata": {},
    "outputs": [
     {
@@ -559,7 +559,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cooperative-lobby",
+   "id": "differential-sauce",
    "metadata": {},
    "source": [
     "## Heatmap"
@@ -568,7 +568,7 @@
   {
    "cell_type": "code",
    "execution_count": 107,
-   "id": "treated-immigration",
+   "id": "mighty-barrier",
    "metadata": {},
    "outputs": [
     {