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Need assistance with a coding requirement using Sas

have created a code but its not giving me the full results.

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%web_drop_table(WORK.IMPORT); FILENAME REFFILE ‘/home/u63685846/bank new.xlsx’; PROC IMPORT DATAFILE=REFFILE       DBMS=XLSX       OUT=WORK.IMPORT;       GETNAMES=YES;RUN; PROC CONTENTS DATA=WORK.IMPORT; RUN; 

%web_open_table(WORK.IMPORT);

Proc sort data=work.import out=sorted_data;

By y;

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run;

proc surveyselect data=sorted_data out=valid_data method=srs rate=0.3;run; /* Define the proportion of the data to be used for training */%let propTrain = 0.7; /* 70% for training */data train_data valid_data;       set sorted_data;        if ranuni(123) < &propTrain then              output train_data;       else              output valid_data;run; proc discrim data=train_data test=valid_data method=npar k=1;proc discrim data=train_data test=valid_data method=npar k=1;       class Y;Var age job marital education default housing loan contact   month dow poutcome duration campaign pdays previous evr cpi ccu euribor3m nre;run;

I ran the code below and gained the results i needed however when I try to replicate the same code above I am not getting the results.

%web_drop_table(WORK.Winequalityred);

FILENAME REFFILE ‘/home/u63685846/winequality-red.csv’; PROC IMPORT DATAFILE=REFFILE DBMS=CSV OUT=WORK.Winequalityred;       GETNAMES=YES;RUN; PROC CONTENTS DATA=WORK.Winequalityred;RUN; %web_open_table(WORK.Winequalityred); proc sort data=winequalityred out=sorted_data;       by quality;run; proc surveyselect data=sorted_data out=valid_data method=srs rate=0.3;run; /* Define the proportion of the data to be used for training */%let propTrain = 0.7; /* 70% for training */data train_data valid_data;       set sorted_data;        if ranuni(123) < &propTrain then              output train_data;       else              output valid_data;run; proc discrim data=train_data test=valid_data method=npar k=1;       class quality;       var fixed_acidity volatile_acidity citric_acid residual_sugar chlorides               free_sulfur_dioxide total_sulfur_dioxide density pH sulphates alcohol; run;

it pretty much the same requirement i need.. I need to get the proc discrm classification summary, that is what’s missing

age
job
marital
30 blue-collar married
39 services single
25 services married
38 services married
47 admin.
married
32 services single
32 admin.
single
41 entrepreneur
married
31 services divorced
35 blue-collar married
25 services single
36 self-employed
single
36 admin.
married
47 blue-collar married
29 admin.
single
27 services single
44 admin.
divorced
46 admin.
divorced
45 entrepreneur
married
50 blue-collar married
55 services married
39 technician divorced
29 technician single
40 management
married
44 technician married
38 technician married
36 technician divorced
28 blue-collar married
47 admin.
single
34 admin.
married
38 technician married
33 services married
51 technician single
30 blue-collar single
48 technician married
28 blue-collar single
36 blue-collar married
46 management
divorced
31 technician single
20 student
single
35 services married
38 blue-collar married
76 retired
married
45 entrepreneur
divorced
32 housemaid married
39 management
single
32 admin.
married
29 admin.
single
education default
basic.9y no
high.schoolno
high.schoolno
basic.9y no
university.degree
no
university.degree
no
university.degree
no
university.degree
unknown
professional.course
no
basic.9y unknown
basic.6y unknown
basic.4y no
high.schoolno
basic.4y no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
university.degree
unknown
basic.4y no
basic.6y unknown
high.schoolno
university.degree
no
high.schoolno
professional.course
unknown
professional.course
no
professional.course
no
basic.6y unknown
unknown unknown
university.degree
no
university.degree
no
high.schoolunknown
university.degree
no
basic.4y unknown
university.degree
no
basic.9y no
basic.6y no
high.schoolno
unknown no
unknown no
high.schoolunknown
basic.9y unknown
university.degree
no
professional.course
no
basic.4y no
university.degree
unknown
university.degree
no
basic.9y no
housing
yes
no
yes
unknown
yes
no
yes
yes
no
no
yes
no
no
yes
no
no
no
yes
yes
no
yes
no
yes
no
yes
yes
no
no
no
no
yes
yes
no
yes
no
yes
yes
no
yes
no
yes
unknown
no
yes
yes
no
no
no
loan
no
no
no
unknown
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
yes
no
no
yes
yes
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
unknown
no
no
yes
no
no
no
contact
month
cellular
may
telephone may
telephone jun
telephone jun
cellular
nov
cellular
sep
cellular
sep
cellular
nov
cellular
nov
telephone may
cellular
jul
cellular
jul
telephone may
telephone jun
cellular
may
cellular
jul
cellular
jul
telephone jul
cellular
aug
cellular
jul
cellular
jul
cellular
mar
cellular
aug
cellular
aug
telephone may
cellular
aug
telephone may
cellular
may
telephone may
cellular
aug
cellular
mar
telephone jun
cellular
jun
telephone jun
cellular
aug
telephone jun
telephone may
cellular
nov
cellular
may
cellular
oct
cellular
may
telephone jun
cellular
aug
cellular
jul
cellular
may
cellular
may
telephone nov
cellular
may
44 services married
32 services married
56 retired
married
33 blue-collar married
39 management
married
24 technician married
33 admin.
single
58 entrepreneur
divorced
29 admin.
single
31 admin.
married
27 admin.
married
60 admin.
divorced
55 entrepreneur
married
37 blue-collar married
52 admin.
married
46 services married
42 blue-collar divorced
35 admin.
single
49 technician divorced
29 services divorced
32 blue-collar married
37 self-employed
married
39 technician single
51 services married
28 admin.
single
34 management
married
31 technician single
31 admin.
married
31 admin.
single
38 self-employed
single
33 unemployedmarried
32 technician single
54 technician married
41 admin.
divorced
59 services married
57 retired
married
38 entrepreneur
divorced
46 admin.
married
37 unemployedsingle
47 services single
45 admin.
single
36 blue-collar married
40 unemployedsingle
38 blue-collar married
44 blue-collar married
25 self-employed
married
30 blue-collar single
43 management
married
58 retired
married
professional.course
no
high.schoolno
university.degree
no
basic.9y no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
professional.course
no
professional.course
no
basic.9y no
unknown no
high.schoolno
basic.6y no
university.degree
no
unknown no
high.schoolno
basic.9y no
university.degree
no
professional.course
unknown
high.schoolunknown
high.schoolno
university.degree
no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
basic.9y no
university.degree
no
professional.course
unknown
high.schoolno
basic.4y unknown
university.degree
no
university.degree
no
university.degree
no
university.degree
no
basic.9y no
university.degree
no
basic.6y no
high.schoolno
basic.9y no
high.schoolunknown
university.degree
no
basic.6y no
professional.course
no
basic.6y unknown
no
no
yes
yes
no
yes
yes
no
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
yes
yes
yes
yes
yes
yes
no
no
no
yes
yes
no
yes
yes
yes
yes
unknown
no
yes
yes
no
no
yes
yes
no
no
no
yes
no
no
no
yes
no
no
no
no
no
no
yes
no
no
no
no
no
yes
yes
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
yes
unknown
no
no
no
no
no
no
no
no
no
cellular
aug
cellular
jul
cellular
jun
cellular
may
cellular
aug
cellular
sep
cellular
may
telephone jun
telephone jun
cellular
aug
telephone may
cellular
sep
cellular
oct
cellular
may
telephone apr
cellular
apr
cellular
may
cellular
jul
cellular
oct
telephone jun
cellular
nov
cellular
may
telephone jun
telephone jul
cellular
may
cellular
may
cellular
aug
cellular
aug
telephone jun
telephone may
telephone jun
cellular
aug
cellular
apr
telephone jun
cellular
aug
cellular
apr
cellular
nov
telephone may
cellular
nov
telephone jun
cellular
aug
telephone jul
cellular
jul
cellular
nov
telephone jun
telephone may
telephone jul
cellular
nov
telephone may
31 technician married
53 management
married
52 admin.
married
37 management
married
58 admin.
married
37 services married
38 admin.
single
33 services single
45 services married
44 entrepreneur
married
38 blue-collar married
34 blue-collar married
47 management
married
59 admin.
married
51 blue-collar married
31 blue-collar married
56 management
married
39 admin.
married
41 entrepreneur
married
41 management
divorced
53 services married
35 blue-collar married
58 retired
married
25 self-employed
married
35 blue-collar divorced
28 services single
55 blue-collar married
54 entrepreneur
married
45 technician divorced
32 blue-collar married
50 admin.
married
75 retired
married
33 self-employed
divorced
29 management
married
45 management
married
38 admin.
divorced
24 services single
41 technician married
58 retired
divorced
34 admin.
married
34 admin.
married
37 technician divorced
53 blue-collar divorced
54 technician divorced
32 technician divorced
42 admin.
married
28 technician single
33 services single
41 blue-collar married
professional.course
no
university.degree
no
unknown no
university.degree
unknown
high.schoolunknown
high.schoolno
unknown no
basic.9y no
high.schoolunknown
professional.course
no
basic.6y no
basic.9y no
university.degree
no
university.degree
no
basic.4y unknown
basic.6y no
university.degree
no
university.degree
no
university.degree
no
basic.6y no
high.schoolunknown
high.schoolno
basic.9y no
professional.course
no
basic.9y no
high.schoolno
professional.course
no
basic.4y unknown
basic.9y unknown
basic.9y no
basic.9y unknown
basic.4y no
unknown no
university.degree
no
university.degree
no
university.degree
no
professional.course
no
professional.course
no
high.schoolno
university.degree
no
university.degree
no
professional.course
no
basic.4y no
professional.course
no
professional.course
no
high.schoolno
professional.course
no
high.schoolno
basic.9y no
yes
no
no
no
yes
yes
yes
yes
yes
no
yes
no
yes
yes
yes
yes
yes
no
yes
yes
no
no
no
yes
yes
no
yes
no
no
yes
yes
no
no
no
yes
no
yes
yes
yes
no
no
no
no
yes
yes
yes
yes
yes
yes
no
no
no
yes
no
yes
no
no
no
no
no
no
no
yes
yes
no
yes
no
no
no
no
yes
yes
no
no
no
yes
yes
no
no
no
no
no
yes
no
no
no
no
no
yes
no
no
no
yes
no
no
no
no
no
telephone may
cellular
jul
cellular
aug
cellular
apr
cellular
jul
cellular
may
cellular
may
cellular
apr
cellular
may
telephone may
telephone jul
telephone jun
cellular
jul
cellular
jul
cellular
aug
telephone jun
cellular
nov
telephone jun
cellular
nov
cellular
nov
telephone may
cellular
jul
cellular
may
telephone jun
cellular
may
cellular
jul
cellular
may
telephone may
cellular
jul
cellular
apr
cellular
aug
cellular
apr
telephone may
cellular
aug
cellular
may
cellular
apr
telephone may
cellular
aug
cellular
jun
telephone may
cellular
nov
telephone may
telephone jun
cellular
jul
cellular
nov
cellular
jul
cellular
aug
telephone may
cellular
apr
31 services married
40 technician married
53 unknown married
40 admin.
divorced
82 housemaid married
28 blue-collar married
30 admin.
married
31 unemployedsingle
32 technician single
54 blue-collar married
31 blue-collar married
50 services married
47 technician single
31 admin.
single
32 unemployedmarried
46 admin.
single
47 admin.
single
32 admin.
single
52 services divorced
45 admin.
married
32 admin.
married
71 blue-collar divorced
49 services married
46 admin.
married
46 blue-collar married
38 admin.
married
57 services married
41 services single
44 technician married
47 technician married
40 blue-collar married
57 retired
single
27 admin.
single
52 blue-collar married
34 management
married
42 entrepreneur
married
51 technician married
45 management
married
56 retired
married
41 management
married
44 admin.
married
50 blue-collar married
54 self-employed
married
51 blue-collar married
30 blue-collar single
42 housemaid married
41 technician married
47 services single
35 blue-collar married
high.schoolno
basic.9y unknown
basic.9y no
university.degree
no
basic.4y no
basic.4y no
high.schoolunknown
university.degree
no
university.degree
no
basic.4y no
basic.9y no
unknown no
unknown no
high.schoolno
high.schoolno
high.schoolno
high.schoolno
high.schoolno
high.schoolunknown
high.schoolno
university.degree
no
basic.4y unknown
high.schoolno
high.schoolno
professional.course
no
university.degree
no
professional.course
unknown
high.schoolunknown
professional.course
no
university.degree
no
basic.9y no
professional.course
no
unknown no
basic.9y no
university.degree
no
university.degree
no
unknown no
basic.4y unknown
high.schoolno
university.degree
no
high.schoolno
basic.6y no
high.schoolno
basic.6y no
basic.9y no
basic.4y unknown
professional.course
unknown
basic.9y no
basic.6y no
no
no
no
yes
no
yes
yes
yes
yes
yes
no
yes
no
yes
yes
yes
no
no
no
yes
yes
no
yes
yes
no
yes
no
unknown
no
yes
yes
yes
no
no
yes
yes
yes
yes
no
yes
yes
yes
no
no
no
yes
yes
no
yes
yes
yes
yes
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
no
no
unknown
no
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
cellular
nov
telephone may
cellular
nov
cellular
aug
telephone sep
cellular
jul
cellular
nov
cellular
jul
cellular
aug
cellular
aug
cellular
jul
cellular
aug
cellular
jul
cellular
may
cellular
nov
cellular
nov
cellular
may
cellular
nov
cellular
nov
cellular
oct
cellular
may
cellular
aug
telephone may
telephone jun
cellular
nov
cellular
aug
cellular
aug
cellular
may
telephone may
cellular
aug
telephone may
telephone may
cellular
mar
cellular
aug
telephone jun
telephone may
telephone jun
telephone may
cellular
may
cellular
may
cellular
aug
cellular
may
cellular
aug
cellular
aug
cellular
nov
telephone jun
telephone jun
cellular
nov
cellular
apr
58 blue-collar married
50 blue-collar divorced
41 technician married
38 technician married
32 student
single
21 student
single
46 admin.
divorced
42 self-employed
married
55 services married
29 admin.
single
30 blue-collar single
53 management
married
35 management
married
46 services married
30 blue-collar married
43 entrepreneur
married
42 services married
32 technician married
41 blue-collar divorced
28 admin.
married
24 services single
43 management
married
30 admin.
single
55 blue-collar married
51 retired
married
22 student
single
32 entrepreneur
single
43 admin.
married
39 management
married
52 blue-collar divorced
38 technician single
59 retired
married
31 blue-collar married
76 retired
single
44 unknown single
30 blue-collar married
32 services married
41 unemployedmarried
33 admin.
single
59 retired
married
28 blue-collar married
33 blue-collar single
53 services married
41 services married
55 unknown married
45 blue-collar married
35 technician married
31 services married
53 management
married
basic.9y no
high.schoolno
professional.course
no
university.degree
no
university.degree
no
high.schoolno
basic.9y unknown
university.degree
no
basic.9y no
high.schoolno
basic.6y unknown
basic.4y no
university.degree
no
professional.course
no
unknown no
university.degree
unknown
high.schoolunknown
professional.course
no
basic.9y no
university.degree
no
university.degree
no
university.degree
unknown
university.degree
no
basic.9y unknown
basic.9y unknown
high.schoolno
university.degree
no
professional.course
unknown
basic.6y unknown
unknown no
professional.course
no
basic.4y no
basic.4y no
basic.4y no
basic.9y unknown
unknown no
high.schoolunknown
unknown no
university.degree
no
basic.4y no
basic.9y no
basic.6y no
high.schoolunknown
high.schoolno
basic.4y no
basic.9y unknown
professional.course
no
high.schoolunknown
university.degree
no
no
yes
no
yes
no
no
no
yes
no
yes
yes
yes
yes
yes
no
yes
yes
no
yes
no
no
yes
yes
no
no
no
no
no
no
no
yes
no
yes
no
yes
no
no
no
yes
yes
yes
yes
yes
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
cellular
nov
cellular
jul
telephone may
cellular
may
cellular
nov
cellular
aug
telephone may
cellular
nov
cellular
aug
telephone nov
telephone jun
cellular
nov
cellular
nov
telephone may
telephone may
cellular
jul
cellular
jul
cellular
jul
cellular
may
cellular
may
cellular
jul
cellular
apr
cellular
aug
cellular
nov
cellular
jul
cellular
jul
cellular
nov
cellular
jul
telephone jun
cellular
jul
cellular
may
telephone apr
telephone may
cellular
nov
telephone jun
telephone may
telephone jun
telephone jun
cellular
aug
cellular
aug
cellular
jul
cellular
may
cellular
aug
cellular
mar
cellular
jul
telephone may
cellular
jul
cellular
jul
cellular
aug
35 technician single
45 blue-collar divorced
34 housemaid single
42 admin.
married
36 self-employed
married
44 admin.
married
50 admin.
divorced
36 admin.
married
27 technician married
40 management
married
25 technician single
29 management
married
44 admin.
married
57 blue-collar married
30 admin.
single
37 self-employed
married
57 technician married
32 technician married
54 admin.
married
58 blue-collar married
29 admin.
single
60 services married
27 unemployedsingle
30 unemployedmarried
42 blue-collar married
48 housemaid married
35 admin.
single
46 blue-collar married
57 retired
unknown
30 services married
28 technician single
34 services married
42 blue-collar married
30 admin.
single
27 student
single
23 entrepreneur
married
43 blue-collar married
59 management
married
31 self-employed
single
43 self-employed
married
52 technician married
26 housemaid single
24 blue-collar married
35 blue-collar single
59 technician married
28 blue-collar married
37 blue-collar single
46 admin.
married
26 technician single
professional.course
no
basic.6y unknown
university.degree
no
basic.9y no
basic.9y no
high.schoolno
university.degree
no
university.degree
no
professional.course
no
unknown no
university.degree
no
university.degree
no
high.schoolno
unknown unknown
high.schoolno
university.degree
no
basic.9y no
professional.course
no
professional.course
no
basic.9y no
university.degree
unknown
high.schoolunknown
university.degree
no
high.schoolno
basic.4y no
high.schoolno
university.degree
no
basic.6y unknown
basic.4y no
high.schoolno
high.schoolno
high.schoolunknown
basic.4y unknown
university.degree
no
basic.9y no
university.degree
no
basic.4y unknown
basic.4y unknown
university.degree
no
basic.9y no
high.schoolno
high.schoolunknown
basic.9y no
basic.6y no
professional.course
no
basic.6y unknown
basic.9y no
professional.course
no
university.degree
no
yes
yes
no
no
yes
no
yes
yes
no
no
yes
yes
no
yes
yes
yes
no
yes
no
yes
yes
no
no
yes
no
no
no
yes
no
no
yes
yes
no
yes
yes
yes
yes
yes
no
no
yes
yes
yes
no
no
no
no
no
yes
no
no
no
no
yes
no
no
no
no
no
yes
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
yes
no
no
no
no
no
no
yes
no
no
no
yes
yes
no
no
no
no
no
no
cellular
may
cellular
may
telephone jun
telephone apr
cellular
nov
telephone may
cellular
aug
cellular
sep
cellular
jul
telephone may
telephone jun
cellular
aug
telephone may
telephone may
cellular
jul
cellular
aug
cellular
jul
cellular
jul
cellular
nov
cellular
aug
cellular
aug
cellular
aug
telephone jun
cellular
jul
telephone may
telephone jun
cellular
aug
telephone may
telephone may
telephone jun
cellular
apr
telephone may
telephone jun
cellular
nov
cellular
aug
cellular
aug
telephone may
telephone may
cellular
aug
telephone may
telephone may
telephone jul
telephone may
cellular
nov
cellular
jun
telephone may
telephone may
cellular
apr
cellular
jul
40 management
married
56 blue-collar married
40 management
married
29 admin.
single
28 blue-collar single
48 technician single
28 unemployedsingle
33 technician married
56 entrepreneur
married
57 retired
married
24 admin.
single
39 self-employed
married
40 blue-collar married
54 blue-collar divorced
25 admin.
single
36 blue-collar married
48 admin.
married
32 admin.
single
48 admin.
married
30 technician married
41 admin.
divorced
54 retired
divorced
29 admin.
single
28 blue-collar single
30 admin.
married
54 admin.
married
33 entrepreneur
married
38 blue-collar married
46 housemaid divorced
38 admin.
divorced
38 services married
33 blue-collar married
25 admin.
married
29 admin.
single
60 technician married
57 services married
36 admin.
single
54 admin.
married
25 self-employed
single
41 entrepreneur
married
54 management
married
39 blue-collar divorced
55 entrepreneur
divorced
40 admin.
married
43 unemployedmarried
81 retired
married
43 technician divorced
34 admin.
married
42 technician married
university.degree
no
basic.4y unknown
university.degree
no
university.degree
no
basic.9y no
unknown unknown
university.degree
no
professional.course
no
university.degree
no
basic.9y no
high.schoolunknown
university.degree
no
unknown no
unknown unknown
university.degree
no
basic.9y unknown
university.degree
no
university.degree
no
university.degree
no
university.degree
unknown
high.schoolno
basic.4y unknown
university.degree
no
high.schoolno
university.degree
no
university.degree
no
basic.9y unknown
basic.9y no
basic.6y no
university.degree
no
high.schoolno
high.schoolno
university.degree
no
university.degree
unknown
professional.course
unknown
high.schoolno
university.degree
no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
basic.6y unknown
university.degree
unknown
high.schoolno
university.degree
unknown
basic.4y no
professional.course
no
high.schoolno
high.schoolno
yes
yes
yes
yes
yes
no
yes
no
yes
no
yes
no
yes
yes
no
no
yes
yes
yes
yes
no
yes
yes
yes
no
yes
no
no
yes
no
no
yes
no
yes
no
yes
no
no
no
no
yes
no
no
no
yes
no
yes
yes
yes
no
no
no
yes
no
no
no
no
yes
no
no
no
yes
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
cellular
aug
cellular
jul
cellular
may
telephone may
cellular
may
telephone may
cellular
may
telephone may
telephone jun
cellular
aug
telephone jul
telephone may
telephone may
telephone jun
telephone jun
cellular
may
cellular
nov
cellular
aug
cellular
jul
telephone may
telephone may
cellular
jul
cellular
mar
telephone jun
telephone may
telephone may
telephone may
cellular
may
telephone jun
telephone jun
cellular
jul
telephone may
telephone may
cellular
may
telephone jul
cellular
may
cellular
aug
cellular
jul
telephone may
telephone may
cellular
apr
cellular
may
cellular
may
telephone may
telephone may
cellular
may
cellular
may
cellular
jun
cellular
aug
30 services married
24 services single
51 unknown married
42 blue-collar married
51 self-employed
married
38 blue-collar married
45 blue-collar married
51 admin.
divorced
44 admin.
married
52 technician married
49 admin.
married
49 technician married
52 unknown married
32 entrepreneur
married
27 services married
44 admin.
divorced
33 admin.
single
30 services married
32 admin.
single
36 blue-collar married
49 unemployedmarried
48 services single
48 technician married
42 blue-collar married
28 admin.
married
52 management
married
23 management
single
36 blue-collar married
43 admin.
divorced
31 services divorced
49 unemployedmarried
36 blue-collar married
47 management
divorced
31 technician single
46 entrepreneur
married
54 blue-collar married
35 admin.
married
37 admin.
divorced
44 blue-collar married
30 unemployedmarried
33 admin.
single
57 services divorced
39 admin.
single
43 unemployedmarried
32 services married
29 technician single
35 admin.
divorced
47 admin.
married
37 management
married
basic.6y no
basic.9y unknown
unknown unknown
basic.9y no
basic.4y unknown
high.schoolunknown
basic.4y unknown
university.degree
unknown
university.degree
unknown
basic.9y no
university.degree
no
professional.course
no
basic.6y no
university.degree
no
high.schoolno
high.schoolno
university.degree
no
basic.9y no
university.degree
no
professional.course
unknown
high.schoolno
basic.4y unknown
professional.course
no
basic.4y no
high.schoolno
university.degree
unknown
university.degree
no
basic.6y no
university.degree
unknown
high.schoolunknown
basic.4y no
basic.9y no
basic.4y no
professional.course
no
professional.course
unknown
basic.9y unknown
university.degree
no
high.schoolno
basic.9y unknown
high.schoolno
high.schoolno
unknown no
unknown no
basic.4y no
high.schoolno
university.degree
no
high.schoolno
high.schoolno
university.degree
no
no
no
yes
no
no
no
yes
no
no
yes
yes
yes
no
no
no
yes
no
no
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
no
unknown
no
yes
no
no
yes
no
yes
no
no
no
unknown
no
yes
no
yes
no
yes
no
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
yes
no
no
no
yes
no
no
no
no
no
no
no
unknown
no
no
no
no
no
no
no
no
yes
no
unknown
no
yes
no
no
cellular
nov
telephone jun
cellular
aug
cellular
may
telephone may
cellular
jul
cellular
aug
telephone aug
telephone may
cellular
nov
telephone may
telephone may
telephone may
cellular
nov
cellular
jul
cellular
may
cellular
may
cellular
jul
cellular
jul
telephone jun
cellular
jul
cellular
may
cellular
aug
telephone may
cellular
may
cellular
aug
cellular
jul
telephone may
cellular
aug
cellular
may
cellular
aug
cellular
jul
telephone may
cellular
aug
telephone jun
cellular
aug
cellular
may
telephone may
telephone jun
cellular
may
cellular
jul
cellular
may
telephone may
cellular
may
telephone may
cellular
may
telephone may
cellular
may
cellular
nov
35 technician single
37 self-employed
married
36 technician married
50 admin.
married
30 admin.
single
33 blue-collar married
37 admin.
single
45 self-employed
divorced
30 admin.
single
51 management
divorced
49 self-employed
single
31 technician single
40 admin.
single
41 technician married
58 retired
married
49 blue-collar married
39 technician divorced
48 technician married
50 entrepreneur
married
54 blue-collar married
38 blue-collar married
51 blue-collar married
36 admin.
single
35 blue-collar married
44 admin.
married
43 blue-collar married
30 technician single
41 technician divorced
27 management
single
45 blue-collar married
26 admin.
single
36 technician married
24 student
single
46 management
married
61 blue-collar married
50 admin.
divorced
49 technician married
55 admin.
married
54 blue-collar married
40 blue-collar divorced
58 blue-collar married
58 entrepreneur
married
36 admin.
single
30 admin.
single
45 admin.
single
40 management
married
42 self-employed
married
43 blue-collar married
24 student
single
university.degree
unknown
basic.9y no
high.schoolunknown
basic.9y no
university.degree
no
basic.9y no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
basic.9y no
university.degree
no
university.degree
no
professional.course
no
basic.4y no
basic.4y unknown
professional.course
no
basic.6y no
basic.4y unknown
unknown no
unknown unknown
basic.4y no
university.degree
unknown
basic.6y no
high.schoolno
basic.4y no
university.degree
no
basic.4y no
university.degree
no
high.schoolno
high.schoolno
professional.course
no
high.schoolno
university.degree
no
basic.6y no
basic.9y no
professional.course
unknown
basic.4y no
basic.4y no
basic.9y no
basic.4y unknown
university.degree
no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
unknown no
high.schoolunknown
no
yes
yes
no
no
yes
no
no
no
no
no
yes
yes
no
yes
yes
yes
no
no
yes
no
no
no
yes
no
no
no
yes
yes
yes
yes
unknown
no
yes
yes
no
yes
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
no
no
yes
no
no
no
no
yes
yes
no
no
no
no
no
yes
no
no
no
yes
no
no
yes
no
no
no
no
yes
no
no
no
yes
no
unknown
no
no
yes
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
cellular
apr
cellular
jul
cellular
aug
cellular
aug
cellular
aug
cellular
jul
cellular
jul
cellular
may
cellular
nov
cellular
may
telephone may
cellular
aug
cellular
jul
cellular
aug
cellular
apr
telephone may
telephone may
telephone may
cellular
jul
cellular
aug
telephone may
cellular
aug
telephone may
cellular
nov
cellular
aug
cellular
may
cellular
aug
telephone may
telephone may
cellular
nov
telephone may
telephone may
cellular
jul
cellular
nov
cellular
may
telephone may
telephone may
cellular
apr
cellular
aug
cellular
jul
cellular
may
telephone jul
cellular
aug
cellular
aug
cellular
jul
cellular
nov
cellular
jul
cellular
may
cellular
jul
49 management
married
55 unemployedmarried
49 admin.
married
48 blue-collar married
49 admin.
married
40 blue-collar married
35 services married
32 admin.
single
67 housemaid divorced
41 technician married
73 retired
married
32 management
single
33 management
married
36 technician married
40 technician married
25 blue-collar single
60 entrepreneur
married
45 management
married
33 technician married
31 admin.
married
48 self-employed
married
42 services married
40 management
married
30 technician married
41 blue-collar married
36 housemaid married
41 management
divorced
60 unknown married
32 services single
44 self-employed
single
25 services married
30 blue-collar married
25 admin.
married
31 technician divorced
44 blue-collar married
29 technician single
47 admin.
married
18 student
single
25 admin.
married
29 technician married
53 unknown married
36 self-employed
married
45 blue-collar single
31 technician single
54 admin.
married
51 blue-collar married
44 entrepreneur
married
24 blue-collar single
40 admin.
married
university.degree
no
basic.4y no
high.schoolno
basic.4y no
high.schoolno
high.schoolunknown
high.schoolno
professional.course
no
professional.course
no
university.degree
no
university.degree
no
basic.4y no
university.degree
no
professional.course
no
professional.course
no
basic.9y no
unknown no
university.degree
no
university.degree
no
university.degree
no
university.degree
unknown
university.degree
no
university.degree
no
university.degree
no
basic.4y unknown
basic.4y no
basic.6y no
university.degree
no
high.schoolno
professional.course
no
high.schoolno
basic.9y no
university.degree
no
university.degree
no
basic.4y no
university.degree
no
university.degree
no
unknown no
high.schoolno
professional.course
no
unknown unknown
basic.9y unknown
basic.9y no
university.degree
no
unknown unknown
basic.4y unknown
basic.4y no
basic.9y no
university.degree
no
no
yes
yes
no
no
yes
no
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
no
yes
yes
yes
no
no
no
unknown
no
no
unknown
yes
yes
no
yes
yes
unknown
no
no
no
no
no
no
no
no
no
no
yes
yes
yes
yes
no
no
no
yes
no
no
no
no
no
yes
no
no
no
no
no
yes
no
no
no
no
no
no
yes
no
no
unknown
no
yes
unknown
no
no
no
no
no
unknown
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
cellular
jul
telephone sep
cellular
aug
telephone jun
cellular
aug
telephone may
cellular
may
telephone may
cellular
nov
cellular
may
cellular
mar
telephone may
cellular
aug
telephone may
cellular
nov
cellular
jul
cellular
aug
cellular
jul
telephone nov
cellular
aug
telephone may
cellular
apr
cellular
aug
cellular
jun
telephone jun
cellular
aug
cellular
nov
telephone may
cellular
may
cellular
may
cellular
jul
cellular
jul
telephone jun
cellular
aug
telephone jun
cellular
jul
telephone may
cellular
sep
telephone may
telephone may
cellular
aug
cellular
aug
telephone jun
telephone oct
telephone jun
telephone jun
cellular
may
cellular
jul
cellular
aug
39 services married
44 blue-collar married
44 management
divorced
52 entrepreneur
married
51 blue-collar married
38 management
married
34 technician married
23 blue-collar single
30 admin.
single
26 blue-collar married
24 unknown single
34 admin.
married
59 unknown married
32 management
divorced
27 self-employed
single
39 housemaid married
29 blue-collar married
42 technician single
60 management
married
30 technician single
38 management
married
49 blue-collar married
30 admin.
single
41 blue-collar married
56 blue-collar married
58 blue-collar single
52 blue-collar divorced
32 admin.
married
51 management
married
31 self-employed
married
34 technician married
60 retired
married
36 admin.
married
30 services divorced
51 admin.
single
26 blue-collar married
39 admin.
married
38 entrepreneur
married
41 blue-collar married
43 unknown married
60 entrepreneur
married
28 blue-collar married
34 technician married
64 unemployeddivorced
35 blue-collar married
40 blue-collar married
46 blue-collar single
33 admin.
married
74 retired
married
basic.4y no
basic.4y unknown
university.degree
no
basic.9y unknown
high.schoolno
university.degree
no
professional.course
no
high.schoolno
university.degree
no
basic.6y no
university.degree
no
basic.6y no
unknown unknown
university.degree
no
university.degree
no
basic.4y unknown
professional.course
no
university.degree
no
unknown unknown
university.degree
no
university.degree
no
basic.6y no
university.degree
no
high.schoolno
basic.9y unknown
basic.9y no
basic.4y no
professional.course
no
university.degree
no
university.degree
no
professional.course
no
unknown no
university.degree
no
basic.9y no
university.degree
no
basic.9y no
university.degree
no
university.degree
unknown
basic.9y no
high.schoolunknown
basic.4y no
basic.6y unknown
professional.course
no
basic.9y no
professional.course
no
basic.9y no
basic.6y unknown
university.degree
no
university.degree
no
no
no
yes
yes
yes
yes
no
no
no
no
yes
yes
no
no
yes
yes
no
yes
no
no
yes
no
yes
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
no
no
yes
unknown
no
yes
yes
yes
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
yes
yes
no
no
yes
no
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
yes
unknown
no
no
no
yes
no
yes
no
no
telephone may
cellular
may
cellular
apr
telephone jun
cellular
may
cellular
may
cellular
may
cellular
jul
telephone may
telephone may
cellular
jun
cellular
nov
telephone jun
cellular
may
telephone jun
cellular
aug
telephone may
cellular
aug
cellular
jul
cellular
aug
cellular
may
cellular
aug
cellular
may
cellular
may
telephone jun
cellular
may
cellular
apr
cellular
jul
cellular
may
cellular
aug
cellular
aug
cellular
aug
cellular
may
telephone may
cellular
jun
cellular
jul
cellular
aug
telephone may
telephone may
telephone may
telephone may
telephone jun
cellular
jul
cellular
oct
telephone may
cellular
jul
cellular
may
cellular
jun
telephone oct
40 management
married
46 services married
41 entrepreneur
divorced
30 technician single
44 admin.
married
47 blue-collar married
50 blue-collar married
29 technician single
51 blue-collar divorced
52 blue-collar married
27 admin.
single
44 self-employed
married
34 unemployedmarried
23 student
single
30 technician single
26 student
single
35 technician married
24 technician single
38 unemployedmarried
36 admin.
married
24 technician single
31 management
married
41 admin.
married
39 unemployedmarried
36 technician divorced
47 retired
married
33 technician married
34 blue-collar married
42 technician divorced
51 blue-collar married
34 blue-collar single
33 admin.
single
37 management
married
33 blue-collar married
36 housemaid married
43 services married
47 blue-collar married
32 admin.
married
42 admin.
single
36 admin.
married
42 blue-collar divorced
31 blue-collar single
41 admin.
divorced
31 technician married
36 technician single
46 services married
35 admin.
divorced
30 technician married
35 technician single
high.schoolno
high.schoolno
professional.course
no
university.degree
unknown
university.degree
no
high.schoolno
basic.4y unknown
professional.course
no
basic.4y no
basic.4y no
high.schoolno
basic.9y no
basic.9y no
high.schoolno
professional.course
no
high.schoolno
university.degree
no
university.degree
no
basic.4y unknown
high.schoolno
university.degree
no
university.degree
no
university.degree
no
university.degree
no
professional.course
unknown
basic.4y unknown
professional.course
no
professional.course
no
professional.course
unknown
high.schoolno
basic.6y no
university.degree
no
university.degree
no
basic.9y no
basic.4y no
high.schoolno
basic.6y no
university.degree
no
university.degree
no
university.degree
no
basic.9y no
basic.9y no
basic.6y no
basic.9y no
professional.course
no
basic.9y no
high.schoolno
high.schoolno
university.degree
no
yes
no
yes
yes
yes
unknown
yes
yes
yes
no
no
yes
no
yes
no
yes
yes
no
no
no
no
yes
yes
yes
no
unknown
no
yes
no
no
yes
yes
yes
no
no
no
yes
yes
no
yes
unknown
no
no
no
no
no
no
yes
yes
no
no
no
no
no
unknown
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
unknown
no
no
yes
no
yes
yes
no
yes
no
no
yes
yes
no
no
unknown
no
no
yes
no
yes
no
no
no
cellular
aug
cellular
jul
cellular
jul
cellular
aug
cellular
may
cellular
aug
telephone may
cellular
may
cellular
may
telephone may
telephone apr
telephone jun
cellular
may
cellular
oct
cellular
jul
cellular
may
cellular
may
cellular
jul
cellular
jul
telephone may
cellular
jul
cellular
aug
cellular
aug
telephone may
telephone jun
telephone may
cellular
apr
cellular
nov
telephone may
cellular
nov
cellular
jul
cellular
aug
cellular
jul
telephone jul
cellular
aug
cellular
nov
cellular
jul
cellular
aug
cellular
aug
cellular
nov
telephone may
telephone apr
telephone jul
cellular
jul
cellular
jun
cellular
may
cellular
nov
telephone may
telephone may
47 management
married
35 management
single
77 management
married
39 technician married
37 admin.
single
31 admin.
single
49 technician divorced
57 self-employed
married
33 blue-collar divorced
35 blue-collar married
39 technician single
34 technician married
32 admin.
single
35 student
single
53 self-employed
married
30 technician married
30 student
single
44 blue-collar married
50 admin.
married
56 retired
married
58 retired
divorced
54 technician married
40 technician single
31 blue-collar married
41 admin.
married
31 blue-collar single
39 services married
37 admin.
married
41 unknown single
50 technician married
49 blue-collar married
31 admin.
married
35 services married
52 management
married
33 management
married
32 blue-collar married
35 management
married
54 admin.
married
27 services single
52 management
married
32 admin.
married
36 admin.
single
27 admin.
married
39 blue-collar single
34 entrepreneur
married
35 blue-collar married
32 admin.
single
42 technician married
42 admin.
married
basic.4y unknown
high.schoolno
unknown no
professional.course
no
high.schoolno
university.degree
no
high.schoolno
university.degree
unknown
basic.9y no
basic.6y no
university.degree
no
basic.9y no
high.schoolno
university.degree
unknown
university.degree
no
university.degree
no
unknown unknown
high.schoolno
basic.9y no
high.schoolno
high.schoolno
university.degree
unknown
university.degree
no
basic.6y no
high.schoolno
high.schoolno
high.schoolno
high.schoolno
unknown unknown
university.degree
no
basic.4y unknown
university.degree
no
professional.course
no
university.degree
no
university.degree
no
basic.4y no
university.degree
no
university.degree
no
high.schoolunknown
professional.course
no
university.degree
no
high.schoolno
professional.course
no
basic.9y no
university.degree
no
basic.9y no
university.degree
no
professional.course
no
high.schoolno
no
yes
yes
unknown
yes
no
yes
no
yes
yes
yes
yes
no
no
no
yes
yes
no
no
yes
yes
no
no
no
yes
yes
yes
yes
yes
yes
no
no
yes
yes
no
no
yes
yes
no
yes
yes
yes
no
yes
no
yes
no
no
no
no
yes
no
unknown
no
no
no
no
no
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
yes
no
yes
yes
no
no
no
yes
no
no
no
no
telephone may
cellular
may
cellular
aug
telephone may
telephone jul
telephone may
cellular
jul
cellular
jul
telephone jun
telephone may
cellular
apr
cellular
may
telephone jun
telephone jun
cellular
aug
telephone jul
telephone may
cellular
apr
cellular
aug
telephone may
cellular
jun
telephone jun
cellular
nov
cellular
jul
cellular
may
cellular
may
cellular
may
telephone may
telephone jun
cellular
jul
telephone may
telephone may
cellular
apr
telephone may
telephone may
cellular
may
cellular
apr
cellular
aug
cellular
jul
telephone may
cellular
aug
cellular
may
cellular
may
cellular
nov
cellular
apr
telephone may
telephone may
cellular
aug
cellular
nov
37 management
single
34 admin.
married
27 admin.
single
49 blue-collar married
35 admin.
married
22 blue-collar single
45 housemaid divorced
29 blue-collar married
59 technician married
55 retired
divorced
32 blue-collar married
49 blue-collar divorced
43 admin.
married
47 blue-collar married
41 blue-collar divorced
50 blue-collar married
46 entrepreneur
married
32 services married
47 retired
single
54 admin.
married
29 technician married
33 admin.
married
31 student
single
27 blue-collar single
25 student
single
34 technician married
35 admin.
married
37 services married
34 technician single
33 blue-collar single
54 self-employed
married
30 blue-collar married
40 blue-collar married
37 technician single
34 housemaid divorced
25 unemployedmarried
59 retired
married
25 admin.
single
58 unemployedmarried
42 blue-collar single
33 technician married
50 blue-collar married
39 blue-collar married
30 technician single
33 management
married
33 management
married
41 technician married
36 management
married
44 entrepreneur
married
university.degree
no
university.degree
no
high.schoolno
basic.9y unknown
university.degree
no
basic.9y no
university.degree
no
high.schoolno
professional.course
no
basic.6y unknown
unknown no
unknown unknown
professional.course
no
high.schoolno
basic.9y no
basic.9y unknown
university.degree
no
high.schoolno
basic.6y unknown
university.degree
unknown
university.degree
no
university.degree
no
university.degree
no
basic.9y no
high.schoolno
university.degree
no
high.schoolno
basic.9y unknown
university.degree
no
basic.4y no
high.schoolno
basic.9y no
basic.4y no
high.schoolno
university.degree
no
high.schoolunknown
university.degree
no
university.degree
no
university.degree
no
basic.4y no
university.degree
no
basic.4y unknown
basic.6y no
high.schoolno
high.schoolunknown
university.degree
no
professional.course
no
university.degree
no
university.degree
no
yes
yes
yes
no
no
yes
yes
yes
yes
no
no
yes
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
yes
no
yes
no
yes
yes
no
yes
yes
no
yes
yes
unknown
yes
yes
yes
unknown
yes
yes
no
no
yes
no
yes
yes
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
yes
yes
no
no
no
no
no
no
no
no
yes
yes
no
no
no
no
yes
unknown
no
no
no
unknown
no
no
no
no
no
no
no
no
yes
telephone may
cellular
nov
cellular
jul
telephone jun
telephone may
telephone jul
telephone may
telephone jul
telephone aug
telephone jun
cellular
nov
cellular
jul
telephone jun
cellular
may
cellular
may
telephone may
cellular
nov
telephone may
cellular
jul
telephone may
cellular
apr
cellular
apr
cellular
jul
cellular
may
cellular
nov
cellular
nov
telephone may
telephone may
cellular
aug
cellular
may
cellular
aug
cellular
nov
telephone jun
cellular
apr
cellular
apr
cellular
jul
cellular
aug
cellular
sep
cellular
nov
telephone jul
cellular
may
cellular
aug
telephone may
cellular
aug
telephone may
telephone may
telephone may
telephone may
cellular
nov
57 retired
married
40 blue-collar married
42 blue-collar married
41 self-employed
single
41 entrepreneur
married
33 services married
32 technician single
45 unemployedmarried
29 technician single
35 technician single
35 admin.
married
86 retired
married
45 admin.
married
34 technician married
41 technician married
50 blue-collar married
28 management
single
33 admin.
married
42 technician married
43 blue-collar married
42 services married
56 blue-collar married
29 student
single
31 housemaid single
31 admin.
single
28 blue-collar married
43 admin.
married
44 admin.
single
43 admin.
married
41 retired
single
31 admin.
single
59 admin.
married
32 housemaid single
24 student
single
31 blue-collar single
38 admin.
single
37 management
divorced
33 admin.
married
27 admin.
single
34 services married
46 self-employed
married
30 admin.
married
31 unemployedsingle
56 management
married
52 services married
30 technician married
34 blue-collar married
31 admin.
married
33 admin.
married
basic.4y no
basic.6y unknown
basic.9y unknown
university.degree
no
university.degree
no
professional.course
no
high.schoolno
university.degree
no
university.degree
no
basic.9y no
university.degree
no
unknown unknown
university.degree
no
professional.course
no
professional.course
no
basic.4y no
basic.9y no
university.degree
no
university.degree
unknown
basic.6y no
university.degree
no
basic.4y unknown
university.degree
no
high.schoolno
high.schoolno
basic.4y no
university.degree
no
high.schoolno
high.schoolno
basic.4y no
university.degree
no
university.degree
no
university.degree
unknown
high.schoolno
basic.9y no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
high.schoolno
basic.6y unknown
high.schoolno
basic.4y no
university.degree
no
high.schoolno
professional.course
no
basic.6y no
high.schoolno
university.degree
no
yes
no
no
yes
yes
yes
no
no
no
no
yes
yes
no
no
yes
yes
yes
yes
yes
no
no
no
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
no
no
yes
yes
yes
yes
no
yes
no
no
no
no
yes
no
no
yes
yes
no
no
yes
no
yes
no
no
no
no
no
yes
no
yes
no
no
no
no
no
no
no
yes
no
no
no
no
yes
no
no
no
no
yes
no
no
no
yes
no
no
yes
no
no
no
no
yes
no
no
no
no
no
telephone apr
telephone may
telephone may
telephone may
cellular
aug
cellular
aug
telephone jul
telephone may
cellular
jun
cellular
nov
cellular
sep
cellular
sep
cellular
aug
telephone may
cellular
nov
cellular
may
telephone may
telephone may
cellular
may
telephone may
cellular
dec
cellular
aug
cellular
jul
cellular
jul
cellular
jul
cellular
may
telephone jul
cellular
may
cellular
jul
cellular
oct
telephone aug
telephone may
cellular
jul
cellular
jun
telephone jun
cellular
nov
cellular
may
telephone jul
cellular
jul
telephone may
cellular
nov
cellular
jul
cellular
nov
telephone may
cellular
jul
telephone jul
telephone jun
cellular
oct
cellular
nov
33 admin.
single
30 technician single
28 admin.
single
24 technician single
41 blue-collar married
26 admin.
married
40 admin.
married
45 housemaid single
42 admin.
married
41 technician married
56 management
divorced
25 technician single
25 blue-collar single
33 admin.
single
34 technician married
36 technician single
75 retired
married
38 management
married
28 student
single
56 retired
married
58 blue-collar married
30 blue-collar single
48 admin.
married
30 admin.
married
43 admin.
married
33 admin.
single
36 technician married
54 retired
single
29 blue-collar single
28 admin.
single
59 retired
divorced
45 blue-collar married
32 technician single
55 retired
divorced
29 admin.
single
31 technician married
34 technician married
25 technician divorced
35 blue-collar married
49 technician married
35 blue-collar married
36 admin.
married
29 technician single
30 admin.
single
24 student
married
47 admin.
single
32 blue-collar married
34 technician single
34 admin.
single
university.degree
no
university.degree
no
university.degree
no
professional.course
no
basic.4y no
high.schoolno
unknown no
basic.4y no
university.degree
unknown
high.schoolno
basic.9y unknown
high.schoolno
high.schoolunknown
high.schoolno
basic.9y no
high.schoolno
university.degree
no
university.degree
no
unknown no
basic.4y unknown
professional.course
no
unknown no
university.degree
unknown
high.schoolno
high.schoolno
university.degree
no
basic.6y no
high.schoolno
high.schoolno
university.degree
no
professional.course
no
basic.9y unknown
university.degree
no
professional.course
no
university.degree
no
professional.course
no
high.schoolno
university.degree
no
basic.9y no
basic.9y no
basic.9y unknown
university.degree
no
university.degree
no
high.schoolno
university.degree
no
university.degree
no
basic.4y no
professional.course
no
university.degree
no
yes
yes
no
no
yes
no
no
no
yes
no
yes
yes
yes
yes
no
yes
yes
no
yes
yes
no
yes
yes
yes
unknown
no
no
yes
yes
yes
no
yes
yes
no
no
no
yes
yes
yes
yes
yes
no
yes
unknown
no
yes
no
no
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
no
no
unknown
no
no
no
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
yes
unknown
no
no
yes
no
no
telephone apr
cellular
aug
cellular
apr
telephone may
cellular
may
telephone may
telephone may
telephone sep
telephone jun
cellular
aug
telephone may
cellular
may
cellular
may
cellular
may
cellular
may
cellular
jul
cellular
jul
cellular
nov
cellular
aug
cellular
aug
telephone jun
telephone may
cellular
aug
cellular
jul
telephone may
cellular
may
cellular
apr
cellular
jul
cellular
jul
cellular
dec
cellular
may
cellular
apr
cellular
aug
telephone may
cellular
aug
telephone may
cellular
aug
telephone jun
cellular
dec
telephone may
telephone jul
cellular
may
cellular
nov
cellular
nov
cellular
jul
cellular
jun
cellular
may
cellular
aug
cellular
may
39 technician married
47 blue-collar married
32 technician married
29 technician single
57 retired
married
49 management
married
42 technician married
29 admin.
single
34 technician married
51 entrepreneur
divorced
47 blue-collar divorced
53 technician married
28 technician married
27 technician single
23 admin.
single
30 student
single
42 blue-collar married
38 admin.
single
29 admin.
married
44 housemaid married
59 retired
married
45 management
single
51 management
married
28 services married
29 technician married
28 technician single
29 technician single
40 admin.
single
43 blue-collar married
54 management
married
42 admin.
married
55 services married
49 blue-collar single
52 services married
32 admin.
married
23 admin.
single
34 technician married
36 services married
54 admin.
single
39 services divorced
50 housemaid divorced
30 services single
27 blue-collar married
32 admin.
divorced
54 technician married
40 blue-collar married
50 blue-collar married
35 technician single
26 admin.
single
professional.course
no
basic.9y no
high.schoolno
university.degree
no
university.degree
no
high.schoolno
professional.course
unknown
university.degree
unknown
professional.course
no
university.degree
no
basic.9y no
professional.course
no
basic.9y no
university.degree
no
university.degree
no
high.schoolno
basic.6y no
university.degree
no
university.degree
no
basic.4y no
high.schoolno
basic.9y no
university.degree
unknown
high.schoolno
university.degree
no
professional.course
no
professional.course
no
high.schoolunknown
basic.4y no
university.degree
no
university.degree
no
high.schoolno
basic.4y unknown
professional.course
unknown
high.schoolno
university.degree
no
professional.course
no
high.schoolno
university.degree
unknown
basic.9y no
basic.4y no
high.schoolno
basic.9y no
university.degree
no
university.degree
unknown
basic.4y unknown
professional.course
unknown
professional.course
no
university.degree
no
no
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
yes
no
yes
yes
yes
yes
unknown
yes
no
yes
yes
yes
yes
yes
yes
no
yes
no
no
yes
no
yes
yes
no
no
yes
no
yes
no
yes
no
unknown
yes
unknown
yes
no
yes
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
unknown
no
yes
yes
yes
no
no
no
no
yes
no
no
no
yes
no
yes
yes
no
no
no
no
no
yes
no
no
unknown
no
unknown
no
telephone jun
cellular
may
cellular
may
cellular
jul
telephone jun
cellular
nov
cellular
jul
cellular
aug
telephone may
cellular
may
cellular
may
telephone mar
cellular
jul
cellular
oct
cellular
jul
cellular
aug
cellular
may
telephone jun
cellular
apr
cellular
may
telephone aug
cellular
nov
telephone jun
telephone may
cellular
aug
cellular
apr
cellular
may
telephone jun
cellular
may
cellular
jul
cellular
may
cellular
may
cellular
jul
cellular
aug
cellular
aug
telephone jul
cellular
nov
cellular
jul
cellular
aug
telephone may
telephone sep
cellular
jun
telephone may
telephone may
telephone jun
telephone jul
cellular
may
cellular
may
cellular
sep
45 admin.
single
28 technician married
28 blue-collar single
50 technician married
31 blue-collar married
34 admin.
single
56 blue-collar married
29 entrepreneur
married
58 admin.
married
46 blue-collar married
35 blue-collar divorced
34 management
married
39 admin.
single
40 management
married
40 admin.
married
54 blue-collar married
25 admin.
single
40 unemployedmarried
49 blue-collar married
41 admin.
married
32 admin.
married
44 admin.
divorced
41 admin.
married
30 technician single
27 blue-collar single
41 blue-collar married
36 blue-collar married
54 entrepreneur
married
30 blue-collar single
25 student
single
42 management
married
36 services divorced
45 admin.
married
38 technician married
38 admin.
single
34 blue-collar married
44 admin.
married
37 services single
39 blue-collar single
57 admin.
married
34 technician married
25 admin.
married
52 admin.
married
23 technician single
57 technician married
50 admin.
married
46 technician married
43 blue-collar single
38 management
divorced
university.degree
no
high.schoolno
basic.4y no
professional.course
no
basic.6y no
university.degree
no
basic.4y unknown
basic.4y no
university.degree
no
basic.4y no
basic.9y no
university.degree
unknown
high.schoolno
unknown no
university.degree
no
basic.4y unknown
university.degree
no
professional.course
no
basic.4y unknown
unknown no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
basic.9y no
basic.4y no
basic.9y unknown
professional.course
no
professional.course
no
unknown unknown
high.schoolno
basic.9y no
university.degree
unknown
university.degree
unknown
professional.course
no
basic.4y no
basic.9y unknown
basic.9y no
basic.9y no
university.degree
no
professional.course
unknown
unknown no
high.schoolno
high.schoolno
basic.4y unknown
university.degree
no
professional.course
no
basic.4y unknown
university.degree
no
yes
no
yes
no
yes
no
no
no
no
no
no
yes
no
yes
yes
yes
no
yes
no
yes
no
no
no
yes
yes
yes
yes
yes
no
yes
no
yes
yes
no
no
no
no
no
no
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
yes
no
no
no
no
no
no
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
cellular
aug
telephone may
telephone may
telephone may
telephone jun
cellular
aug
cellular
jul
cellular
jul
cellular
aug
cellular
may
telephone may
cellular
may
cellular
apr
cellular
nov
cellular
aug
cellular
jul
telephone jun
cellular
sep
telephone jun
cellular
sep
cellular
jul
telephone jun
cellular
jul
cellular
aug
cellular
may
telephone may
telephone may
cellular
nov
cellular
may
cellular
aug
cellular
nov
cellular
may
telephone may
telephone may
telephone may
telephone jun
cellular
may
cellular
may
telephone may
cellular
jul
cellular
jul
telephone jun
cellular
apr
cellular
may
telephone may
cellular
nov
telephone jun
telephone may
cellular
nov
53 admin.
single
35 self-employed
unknown
28 services married
25 blue-collar single
56 services divorced
56 technician married
33 services single
31 housemaid single
48 admin.
divorced
45 self-employed
divorced
24 blue-collar married
33 blue-collar married
38 admin.
married
48 housemaid married
28 entrepreneur
married
50 self-employed
married
29 admin.
married
38 blue-collar married
18 student
single
31 unemployedmarried
34 blue-collar married
38 admin.
married
57 admin.
single
35 technician divorced
77 retired
divorced
29 blue-collar single
46 management
married
21 student
single
43 management
married
43 admin.
married
31 technician married
39 student
single
44 technician single
32 services single
43 self-employed
single
48 services married
28 blue-collar single
36 blue-collar married
52 self-employed
divorced
34 services single
37 admin.
married
25 admin.
single
48 technician divorced
36 self-employed
single
27 technician single
34 blue-collar married
42 services married
37 blue-collar married
41 blue-collar married
basic.6y no
university.degree
no
high.schoolno
basic.9y no
high.schoolunknown
university.degree
unknown
high.schoolno
professional.course
unknown
university.degree
no
university.degree
no
basic.9y no
basic.9y no
high.schoolunknown
basic.4y unknown
basic.9y unknown
basic.4y unknown
university.degree
no
basic.6y no
unknown no
basic.9y no
basic.9y no
university.degree
no
high.schoolno
unknown no
professional.course
no
basic.9y unknown
university.degree
no
high.schoolno
university.degree
no
basic.9y unknown
university.degree
no
unknown no
university.degree
no
high.schoolno
high.schoolunknown
high.schoolno
basic.6y no
basic.9y no
basic.9y no
high.schoolno
high.schoolno
university.degree
no
professional.course
no
professional.course
no
professional.course
no
basic.9y no
high.schoolno
basic.9y unknown
basic.9y unknown
yes
no
no
yes
no
no
yes
yes
no
yes
yes
yes
no
no
no
unknown
yes
no
yes
yes
yes
yes
yes
yes
no
yes
no
yes
no
no
no
yes
no
yes
no
no
no
yes
yes
yes
yes
no
no
yes
no
yes
yes
yes
no
yes
no
no
no
no
no
no
yes
no
yes
no
yes
no
yes
no
unknown
yes
no
yes
no
no
no
no
yes
no
yes
yes
yes
no
no
no
no
yes
no
no
no
no
yes
no
no
no
no
no
no
no
no
yes
no
no
telephone may
cellular
nov
cellular
jul
telephone may
telephone may
cellular
jul
telephone jun
cellular
aug
cellular
aug
telephone jun
cellular
oct
cellular
may
telephone apr
cellular
aug
cellular
may
telephone may
telephone jun
telephone may
telephone aug
telephone may
cellular
jul
telephone jun
telephone may
telephone may
cellular
aug
cellular
jul
cellular
jul
cellular
jun
cellular
aug
cellular
jul
cellular
oct
telephone jun
cellular
jul
cellular
may
cellular
may
telephone sep
telephone may
cellular
may
cellular
nov
cellular
may
telephone may
cellular
may
cellular
aug
telephone may
telephone may
cellular
apr
telephone apr
cellular
jul
telephone jun
51 blue-collar married
27 admin.
married
35 admin.
single
31 services divorced
31 blue-collar single
31 blue-collar married
64 unknown married
33 management
married
41 blue-collar married
34 admin.
single
41 admin.
married
36 blue-collar married
59 retired
married
56 management
married
59 retired
married
32 admin.
single
40 technician married
38 admin.
married
34 admin.
married
41 unknown married
33 admin.
single
31 technician single
29 blue-collar divorced
38 admin.
single
24 admin.
single
34 admin.
single
27 admin.
married
32 blue-collar married
49 admin.
married
36 technician divorced
46 blue-collar single
47 services divorced
37 services married
31 services married
36 technician married
30 technician single
32 entrepreneur
married
54 management
married
51 blue-collar married
28 technician divorced
54 management
married
31 admin.
married
57 admin.
married
49 unemployedmarried
45 blue-collar married
33 management
married
53 services married
26 student
single
31 technician married
basic.9y unknown
high.schoolunknown
university.degree
no
high.schoolno
basic.9y no
basic.9y no
unknown no
university.degree
no
basic.4y unknown
high.schoolno
basic.9y no
basic.6y no
professional.course
unknown
basic.9y no
professional.course
no
university.degree
no
basic.9y no
university.degree
no
professional.course
no
unknown no
high.schoolno
high.schoolno
basic.9y no
basic.9y unknown
high.schoolno
basic.6y no
high.schoolno
high.schoolno
high.schoolno
basic.9y no
basic.9y unknown
high.schoolno
high.schoolunknown
high.schoolno
university.degree
no
university.degree
no
high.schoolno
university.degree
no
basic.9y no
university.degree
no
university.degree
no
high.schoolunknown
basic.6y no
professional.course
no
basic.6y unknown
university.degree
unknown
university.degree
no
basic.9y no
university.degree
no
yes
no
yes
yes
yes
no
yes
yes
yes
no
yes
yes
yes
yes
no
unknown
yes
yes
yes
no
no
yes
yes
yes
yes
no
yes
no
yes
no
yes
yes
yes
unknown
yes
yes
yes
yes
no
yes
no
yes
no
no
yes
yes
no
yes
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
unknown
no
no
no
no
no
yes
no
no
yes
no
yes
no
no
no
no
no
yes
unknown
yes
no
no
no
yes
no
no
no
no
no
no
yes
no
no
no
cellular
nov
cellular
jul
cellular
jul
cellular
nov
telephone sep
telephone jul
telephone aug
cellular
may
cellular
apr
telephone jun
cellular
nov
cellular
nov
telephone jun
telephone jun
telephone may
cellular
nov
telephone may
cellular
nov
telephone may
cellular
aug
cellular
jul
cellular
aug
cellular
may
telephone jun
cellular
mar
cellular
may
cellular
may
cellular
may
cellular
jul
telephone jul
cellular
jul
telephone may
telephone may
cellular
may
telephone may
cellular
sep
cellular
nov
cellular
jun
telephone may
cellular
jul
cellular
may
telephone may
cellular
may
cellular
jun
telephone may
cellular
apr
cellular
may
cellular
mar
cellular
aug
32 blue-collar married
29 technician married
31 technician single
29 student
single
49 blue-collar married
26 admin.
single
43 blue-collar married
56 retired
married
29 admin.
single
31 technician married
50 blue-collar married
37 technician married
42 blue-collar married
30 services married
25 blue-collar married
35 self-employed
single
37 entrepreneur
married
30 entrepreneur
married
33 blue-collar married
36 technician married
46 services married
51 unemployedmarried
33 technician single
26 entrepreneur
married
40 blue-collar divorced
25 blue-collar single
38 management
married
54 admin.
single
50 admin.
married
36 management
married
43 admin.
single
57 management
divorced
38 blue-collar married
27 admin.
single
35 management
married
28 technician single
57 admin.
married
40 blue-collar married
43 blue-collar married
34 technician divorced
67 retired
married
48 admin.
divorced
35 admin.
single
27 admin.
single
25 admin.
single
42 technician married
47 admin.
divorced
49 entrepreneur
married
36 admin.
single
basic.9y no
high.schoolunknown
high.schoolno
unknown no
basic.9y unknown
university.degree
no
unknown unknown
basic.9y no
university.degree
no
basic.9y no
basic.9y unknown
professional.course
no
basic.4y unknown
basic.9y unknown
basic.6y unknown
university.degree
no
high.schoolunknown
high.schoolno
basic.6y unknown
university.degree
no
high.schoolno
basic.6y no
professional.course
no
unknown no
high.schoolunknown
high.schoolno
basic.9y unknown
university.degree
no
basic.6y no
university.degree
no
university.degree
no
university.degree
unknown
basic.4y no
high.schoolno
university.degree
no
high.schoolno
university.degree
unknown
basic.4y unknown
basic.6y no
professional.course
no
unknown no
high.schoolno
high.schoolno
university.degree
no
high.schoolno
professional.course
no
university.degree
no
university.degree
no
basic.9y no
yes
no
no
no
no
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
no
yes
yes
no
no
no
yes
no
no
no
no
no
yes
yes
yes
no
no
yes
yes
yes
yes
no
no
yes
no
yes
yes
no
yes
yes
yes
yes
yes
no
no
no
no
yes
yes
yes
yes
no
no
no
no
yes
no
no
yes
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
no
no
yes
no
no
no
telephone may
cellular
jul
cellular
aug
telephone may
telephone may
cellular
may
telephone may
telephone may
cellular
aug
cellular
nov
cellular
jul
telephone jul
telephone may
cellular
nov
cellular
jul
cellular
nov
cellular
nov
cellular
nov
telephone may
telephone may
telephone may
cellular
jun
cellular
aug
telephone may
telephone may
cellular
may
telephone may
cellular
may
cellular
jul
cellular
may
cellular
aug
cellular
apr
cellular
may
telephone may
cellular
nov
cellular
jul
cellular
aug
cellular
nov
cellular
jul
cellular
apr
cellular
oct
cellular
nov
cellular
may
cellular
may
cellular
jul
cellular
may
telephone may
cellular
nov
cellular
may
35 technician married
29 blue-collar married
45 technician married
53 blue-collar married
41 admin.
married
50 management
married
31 management
married
46 services married
36 blue-collar married
43 blue-collar single
48 entrepreneur
married
31 services married
21 services single
56 services married
54 management
married
44 services married
31 unemployedmarried
50 admin.
married
48 admin.
married
26 self-employed
single
37 services single
37 unemployedunknown
50 services married
47 admin.
married
41 blue-collar single
32 blue-collar single
38 services married
48 technician married
46 blue-collar married
48 self-employed
married
38 unknown divorced
38 admin.
married
55 retired
married
27 admin.
married
28 services married
29 blue-collar single
47 services divorced
34 student
single
51 services divorced
40 admin.
divorced
38 admin.
married
42 blue-collar married
30 unemployedsingle
36 services married
33 admin.
single
47 management
married
33 admin.
married
30 services single
54 admin.
married
professional.course
no
basic.4y no
professional.course
unknown
basic.6y no
university.degree
no
high.schoolunknown
basic.9y no
high.schoolno
high.schoolunknown
professional.course
no
basic.9y unknown
high.schoolno
high.schoolno
high.schoolunknown
basic.6y no
high.schoolunknown
university.degree
no
university.degree
no
university.degree
no
university.degree
no
basic.9y no
university.degree
no
unknown unknown
university.degree
no
basic.9y no
basic.9y no
basic.9y no
professional.course
no
basic.4y unknown
basic.9y unknown
high.schoolunknown
university.degree
no
basic.4y unknown
high.schoolno
high.schoolno
basic.9y no
basic.4y no
basic.4y unknown
high.schoolunknown
university.degree
no
high.schoolno
basic.4y no
university.degree
no
high.schoolunknown
high.schoolno
university.degree
no
university.degree
no
basic.9y no
high.schoolno
no
yes
no
yes
no
no
no
no
no
no
yes
unknown
yes
no
no
no
no
no
yes
yes
yes
no
no
yes
no
yes
no
no
yes
yes
yes
yes
no
yes
yes
no
no
yes
no
yes
yes
no
yes
no
no
no
yes
yes
no
no
no
no
no
yes
no
yes
no
no
no
no
unknown
yes
no
no
no
no
no
yes
no
no
no
no
no
no
no
yes
no
no
no
no
no
yes
yes
no
no
no
no
no
yes
no
no
yes
no
yes
no
no
no
no
telephone jun
cellular
nov
telephone jun
telephone may
cellular
aug
telephone jun
telephone may
cellular
may
telephone may
telephone jun
telephone may
cellular
may
cellular
apr
cellular
may
telephone jun
cellular
nov
cellular
aug
cellular
aug
cellular
aug
cellular
jun
telephone may
cellular
jun
telephone may
cellular
aug
cellular
may
telephone jun
telephone jun
cellular
jul
telephone may
telephone may
telephone may
cellular
aug
cellular
jul
cellular
jul
cellular
nov
telephone jun
cellular
jul
telephone may
cellular
may
cellular
aug
telephone jun
cellular
may
cellular
jul
telephone may
telephone jun
cellular
apr
cellular
sep
cellular
jul
telephone may
47 admin.
married
32 technician single
32 blue-collar married
38 self-employed
married
38 technician single
38 unknown married
53 blue-collar married
26 unemployedsingle
27 blue-collar married
38 admin.
single
41 services married
39 self-employed
divorced
48 admin.
divorced
32 blue-collar married
35 blue-collar married
51 blue-collar married
35 admin.
single
60 blue-collar married
28 admin.
single
52 management
married
35 blue-collar married
27 admin.
single
34 technician married
36 blue-collar married
28 blue-collar married
32 admin.
married
49 blue-collar divorced
55 admin.
married
50 technician married
37 admin.
single
35 blue-collar divorced
58 unknown married
32 entrepreneur
married
35 retired
single
35 technician single
26 admin.
single
47 blue-collar married
29 blue-collar single
37 entrepreneur
single
32 technician single
46 services married
36 services married
35 admin.
married
31 self-employed
married
29 admin.
single
46 housemaid married
85 housemaid divorced
29 technician single
31 management
single
basic.9y no
university.degree
no
basic.9y no
basic.9y no
high.schoolno
unknown no
high.schoolno
basic.9y no
basic.9y no
university.degree
no
high.schoolunknown
high.schoolno
high.schoolno
basic.6y no
basic.6y no
basic.9y unknown
university.degree
no
basic.4y unknown
university.degree
no
high.schoolno
basic.9y no
university.degree
no
high.schoolno
basic.4y no
basic.9y unknown
university.degree
no
basic.6y unknown
basic.9y no
high.schoolno
university.degree
no
basic.9y no
basic.9y no
university.degree
no
basic.9y unknown
professional.course
no
high.schoolunknown
professional.course
no
basic.9y no
basic.9y no
high.schoolno
high.schoolno
high.schoolno
university.degree
no
university.degree
no
university.degree
no
basic.4y unknown
basic.4y unknown
basic.9y no
university.degree
no
no
yes
yes
yes
no
yes
yes
yes
unknown
no
yes
no
no
yes
no
yes
yes
yes
no
yes
no
no
no
no
no
yes
no
yes
yes
no
unknown
yes
no
yes
yes
no
yes
no
yes
no
yes
no
no
yes
no
no
yes
no
yes
no
no
no
no
no
no
no
no
unknown
no
no
no
no
no
no
no
no
no
yes
yes
no
no
no
yes
no
yes
no
yes
no
no
unknown
no
no
yes
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
cellular
nov
cellular
nov
cellular
may
telephone may
cellular
aug
cellular
aug
cellular
jul
telephone may
telephone may
cellular
jun
telephone may
cellular
sep
telephone jul
telephone jun
telephone may
cellular
aug
cellular
may
cellular
apr
cellular
jul
cellular
aug
telephone jun
cellular
may
cellular
jul
cellular
nov
telephone may
telephone may
cellular
jul
cellular
nov
cellular
dec
cellular
may
telephone jun
cellular
dec
cellular
aug
telephone may
cellular
may
cellular
may
cellular
apr
cellular
may
cellular
may
telephone jul
cellular
jul
telephone may
cellular
jun
cellular
jul
cellular
aug
cellular
jul
telephone oct
cellular
may
cellular
may
34 blue-collar married
29 technician single
46 admin.
single
29 blue-collar divorced
54 blue-collar single
26 management
single
27 admin.
married
57 management
married
32 technician single
35 services married
32 blue-collar single
59 retired
married
29 blue-collar married
37 admin.
married
40 admin.
married
55 admin.
married
33 housemaid single
36 admin.
single
59 admin.
married
34 blue-collar single
30 self-employed
married
29 admin.
married
34 blue-collar single
47 blue-collar single
41 entrepreneur
married
30 admin.
single
33 admin.
married
33 unemployedsingle
33 services married
59 retired
married
29 services married
36 admin.
married
41 admin.
single
55 technician married
39 entrepreneur
married
48 services married
56 admin.
married
63 technician married
50 self-employed
married
42 blue-collar married
43 unemployedmarried
32 admin.
married
28 blue-collar single
26 blue-collar married
24 admin.
single
38 blue-collar divorced
30 services married
29 blue-collar single
56 management
married
basic.4y no
professional.course
no
university.degree
no
high.schoolno
basic.4y no
university.degree
no
professional.course
no
basic.4y unknown
university.degree
no
high.schoolno
high.schoolno
basic.9y no
basic.9y no
high.schoolno
high.schoolunknown
professional.course
no
university.degree
unknown
high.schoolno
high.schoolno
basic.9y no
professional.course
no
high.schoolno
basic.9y no
basic.4y unknown
basic.4y no
university.degree
no
high.schoolunknown
unknown no
high.schoolno
basic.4y no
basic.9y no
high.schoolno
unknown unknown
basic.9y unknown
professional.course
no
basic.6y no
university.degree
no
unknown no
basic.9y unknown
basic.6y unknown
university.degree
unknown
university.degree
no
basic.9y no
professional.course
no
high.schoolunknown
unknown no
high.schoolunknown
basic.4y no
university.degree
no
yes
yes
yes
no
no
yes
yes
yes
yes
yes
unknown
no
yes
no
no
yes
yes
no
no
no
no
no
no
yes
yes
yes
yes
no
unknown
yes
yes
no
yes
no
yes
no
yes
yes
no
yes
no
yes
no
yes
yes
no
yes
yes
no
no
yes
yes
no
no
no
no
no
no
no
unknown
no
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
unknown
yes
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
cellular
jul
cellular
nov
cellular
jul
cellular
may
telephone may
cellular
nov
cellular
may
cellular
may
cellular
aug
telephone may
cellular
nov
cellular
jul
cellular
may
telephone may
telephone jun
cellular
aug
cellular
aug
cellular
apr
telephone jun
cellular
may
cellular
may
cellular
jul
cellular
may
telephone may
telephone jul
cellular
jun
cellular
aug
cellular
jul
cellular
may
cellular
aug
telephone may
telephone may
cellular
apr
telephone jun
cellular
nov
cellular
jul
cellular
jul
cellular
aug
cellular
may
telephone may
telephone jun
cellular
nov
cellular
apr
cellular
may
cellular
jul
telephone jun
cellular
nov
cellular
may
cellular
jul
36 blue-collar single
33 admin.
married
47 services married
50 housemaid married
41 services married
54 entrepreneur
divorced
32 blue-collar married
38 admin.
single
34 management
single
34 blue-collar married
55 admin.
married
31 self-employed
married
43 technician married
59 unemployedmarried
53 technician married
56 unemployedmarried
32 entrepreneur
married
36 blue-collar married
42 blue-collar married
29 admin.
married
33 services married
56 technician married
31 entrepreneur
divorced
34 management
married
33 blue-collar married
23 housemaid single
26 services single
55 management
married
47 services divorced
36 blue-collar married
33 blue-collar married
60 retired
married
49 entrepreneur
married
35 admin.
married
47 admin.
divorced
30 blue-collar single
27 blue-collar single
36 admin.
single
46 services divorced
30 entrepreneur
divorced
88 retired
divorced
45 services divorced
30 admin.
married
43 technician single
48 retired
married
56 unemployeddivorced
42 technician single
30 technician single
56 housemaid divorced
basic.9y no
high.schoolunknown
unknown no
basic.4y unknown
basic.9y no
unknown no
basic.9y no
university.degree
no
high.schoolno
basic.9y no
unknown no
university.degree
no
professional.course
no
basic.4y unknown
university.degree
no
professional.course
no
basic.9y unknown
basic.9y unknown
basic.9y no
university.degree
no
high.schoolunknown
unknown no
high.schoolno
high.schoolno
basic.4y no
basic.4y no
high.schoolunknown
university.degree
no
basic.4y no
professional.course
unknown
basic.6y unknown
basic.4y unknown
university.degree
no
high.schoolunknown
high.schoolno
basic.9y no
basic.9y no
high.schoolno
high.schoolno
basic.6y no
basic.4y no
high.schoolunknown
university.degree
no
basic.9y no
basic.4y unknown
university.degree
unknown
high.schoolunknown
university.degree
no
basic.4y unknown
yes
yes
no
no
no
no
unknown
no
yes
no
yes
no
yes
yes
unknown
no
yes
yes
no
yes
no
no
yes
yes
yes
no
yes
no
yes
yes
yes
yes
yes
unknown
no
no
no
no
no
no
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
yes
unknown
no
yes
no
yes
no
no
no
unknown
no
no
no
no
no
no
no
no
no
no
yes
yes
no
no
no
yes
no
no
unknown
no
no
yes
no
no
yes
yes
no
yes
no
yes
no
no
yes
no
telephone jun
cellular
jul
telephone may
telephone may
telephone may
cellular
apr
telephone apr
telephone may
cellular
nov
cellular
may
cellular
nov
cellular
aug
telephone may
cellular
jul
cellular
apr
cellular
sep
telephone jul
cellular
jul
telephone may
cellular
aug
cellular
nov
telephone jun
telephone may
cellular
nov
telephone jun
cellular
may
telephone jul
cellular
aug
telephone jun
telephone jun
telephone may
telephone may
telephone may
telephone may
cellular
jul
telephone may
telephone jun
cellular
jul
cellular
may
cellular
may
cellular
mar
telephone may
cellular
apr
telephone jun
telephone jul
telephone may
telephone may
cellular
jul
telephone jun
35 technician married
39 services single
49 unemployedmarried
30 admin.
married
39 admin.
married
32 technician single
59 admin.
divorced
38 technician married
49 technician married
28 admin.
married
39 technician married
37 blue-collar married
51 services married
31 blue-collar married
59 technician divorced
46 admin.
divorced
36 blue-collar married
28 management
single
31 admin.
married
26 services single
36 blue-collar single
50 entrepreneur
married
41 unemployedmarried
50 self-employed
married
32 blue-collar single
56 self-employed
married
42 admin.
married
38 technician married
36 admin.
single
45 blue-collar married
52 retired
married
55 technician married
38 self-employed
single
71 retired
married
22 services single
30 admin.
single
78 retired
married
30 admin.
divorced
51 blue-collar married
35 management
divorced
26 student
single
34 services married
49 management
married
50 blue-collar divorced
51 entrepreneur
married
57 retired
married
33 admin.
divorced
35 admin.
married
37 admin.
single
high.schoolno
high.schoolunknown
high.schoolno
university.degree
no
university.degree
no
university.degree
no
high.schoolunknown
high.schoolno
professional.course
no
high.schoolno
high.schoolno
basic.6y no
basic.9y no
basic.4y unknown
basic.9y no
university.degree
no
basic.9y unknown
university.degree
no
university.degree
no
high.schoolno
basic.9y unknown
university.degree
no
basic.9y no
professional.course
no
high.schoolno
university.degree
no
high.schoolno
professional.course
unknown
university.degree
no
basic.6y no
basic.4y unknown
university.degree
no
university.degree
no
basic.4y no
basic.4y no
university.degree
no
high.schoolno
university.degree
no
basic.6y no
university.degree
no
unknown no
high.schoolno
university.degree
no
basic.4y no
university.degree
no
university.degree
no
university.degree
no
university.degree
no
high.schoolno
unknown
no
yes
yes
no
yes
no
unknown
yes
unknown
yes
unknown
yes
no
yes
yes
no
no
yes
yes
yes
yes
yes
no
no
no
yes
no
no
yes
unknown
no
no
yes
no
no
yes
yes
yes
unknown
yes
no
yes
no
no
yes
yes
no
no
unknown
no
no
no
no
no
yes
unknown
no
unknown
no
unknown
no
yes
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
unknown
no
no
yes
no
no
no
no
no
unknown
no
no
no
no
no
no
no
no
no
cellular
aug
telephone may
telephone may
cellular
may
telephone jun
telephone jul
cellular
jul
cellular
aug
cellular
jul
cellular
jul
cellular
may
cellular
oct
telephone jun
telephone may
cellular
jul
telephone may
telephone may
telephone jun
telephone may
telephone may
cellular
jul
cellular
nov
cellular
apr
cellular
jul
cellular
may
cellular
apr
cellular
may
telephone may
telephone may
telephone jun
cellular
jul
telephone jun
telephone may
cellular
oct
telephone may
cellular
nov
cellular
may
cellular
nov
cellular
apr
cellular
aug
cellular
nov
telephone jun
cellular
aug
cellular
jul
telephone may
cellular
aug
cellular
nov
telephone may
cellular
jul
39 admin.
single
39 services married
20 student
single
55 blue-collar married
27 student
single
33 admin.
married
24 blue-collar married
39 management
married
55 blue-collar married
35 unknown married
55 retired
divorced
42 self-employed
married
50 self-employed
divorced
39 management
married
40 services single
51 services single
59 retired
unknown
54 technician married
42 management
married
33 technician divorced
26 admin.
single
27 management
married
30 technician single
42 self-employed
married
53 unemployedmarried
36 management
married
29 management
single
45 services married
35 services single
33 blue-collar married
38 admin.
married
29 blue-collar married
32 admin.
married
34 technician married
36 blue-collar married
51 management
married
34 blue-collar married
50 technician married
54 blue-collar married
53 management
married
52 blue-collar married
71 retired
married
52 retired
married
53 technician married
36 admin.
single
43 admin.
married
31 technician single
58 admin.
single
46 technician married
university.degree
no
high.schoolno
high.schoolno
professional.course
unknown
professional.course
no
high.schoolno
basic.9y unknown
university.degree
no
basic.9y no
basic.9y no
basic.4y unknown
high.schoolno
university.degree
no
university.degree
no
high.schoolno
high.schoolunknown
university.degree
unknown
high.schoolno
university.degree
unknown
professional.course
no
basic.4y no
university.degree
no
high.schoolno
high.schoolunknown
university.degree
no
university.degree
no
university.degree
no
professional.course
no
basic.9y no
high.schoolunknown
university.degree
no
basic.6y no
high.schoolno
professional.course
no
high.schoolno
university.degree
no
basic.4y no
university.degree
no
basic.4y unknown
university.degree
no
high.schoolno
high.schoolno
university.degree
no
professional.course
no
university.degree
no
high.schoolno
professional.course
no
university.degree
no
university.degree
no
yes
no
no
yes
no
no
yes
no
yes
no
no
no
no
yes
no
no
no
no
yes
yes
yes
no
yes
yes
unknown
unknown
yes
unknown
no
yes
yes
no
yes
unknown
yes
no
no
yes
no
no
no
no
yes
no
yes
yes
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
yes
yes
no
no
no
unknown
unknown
no
unknown
no
no
no
yes
yes
unknown
no
no
yes
yes
no
no
no
no
yes
no
no
no
no
no
no
cellular
nov
telephone may
cellular
nov
telephone may
telephone nov
cellular
jul
telephone may
cellular
aug
cellular
aug
telephone may
cellular
may
telephone may
cellular
nov
cellular
may
cellular
may
telephone jun
telephone may
cellular
apr
cellular
aug
cellular
aug
telephone jun
cellular
apr
cellular
aug
cellular
nov
cellular
nov
cellular
sep
cellular
aug
cellular
aug
cellular
jul
cellular
mar
cellular
aug
telephone may
telephone apr
cellular
may
cellular
dec
telephone jun
telephone may
cellular
sep
cellular
aug
cellular
aug
cellular
may
cellular
sep
telephone nov
telephone may
cellular
nov
telephone may
cellular
aug
telephone may
cellular
jul
38 blue-collar married
34 admin.
married
37 services married
40 self-employed
single
42 blue-collar divorced
40 technician single
27 unemployedmarried
57 unknown married
45 services married
46 admin.
divorced
47 admin.
married
56 retired
married
32 entrepreneur
married
54 services married
58 services married
30 admin.
married
39 blue-collar married
41 services married
32 admin.
married
32 services married
29 management
single
43 management
divorced
41 services divorced
30 admin.
married
28 services married
35 admin.
single
44 blue-collar married
25 blue-collar married
47 blue-collar married
32 unemployedmarried
26 student
single
35 admin.
single
34 blue-collar married
57 management
divorced
38 blue-collar single
33 admin.
single
32 admin.
married
47 blue-collar married
34 blue-collar single
36 admin.
single
28 technician single
72 retired
divorced
27 services single
43 admin.
divorced
39 entrepreneur
single
27 admin.
single
35 admin.
single
34 technician married
36 services married
basic.6y unknown
university.degree
no
high.schoolunknown
university.degree
no
high.schoolno
high.schoolno
high.schoolno
unknown unknown
high.schoolunknown
university.degree
no
university.degree
no
basic.4y unknown
high.schoolno
unknown no
high.schoolno
university.degree
no
basic.6y unknown
high.schoolunknown
university.degree
no
high.schoolno
university.degree
no
high.schoolno
basic.9y no
university.degree
no
high.schoolno
high.schoolno
basic.6y no
high.schoolunknown
basic.9y unknown
professional.course
no
high.schoolno
university.degree
no
basic.9y no
university.degree
no
basic.6y unknown
high.schoolno
high.schoolno
basic.4y unknown
basic.6y no
high.schoolno
professional.course
no
university.degree
no
basic.9y no
high.schoolno
university.degree
no
university.degree
no
university.degree
no
professional.course
no
high.schoolunknown
no
no
yes
no
no
no
yes
yes
yes
yes
yes
no
yes
no
no
yes
no
yes
yes
no
yes
yes
yes
yes
unknown
yes
yes
yes
yes
yes
no
yes
no
yes
no
yes
no
yes
no
yes
yes
no
yes
yes
yes
no
yes
no
yes
no
no
no
yes
no
no
no
no
no
yes
yes
no
no
no
no
no
yes
no
no
no
yes
no
no
no
unknown
no
no
no
no
no
no
no
no
no
yes
no
no
yes
no
no
no
no
yes
yes
no
no
no
no
yes
cellular
jul
cellular
may
telephone may
cellular
jun
telephone jun
cellular
aug
telephone jun
telephone may
cellular
apr
cellular
nov
cellular
jul
cellular
aug
telephone may
telephone may
cellular
aug
cellular
aug
cellular
jul
cellular
nov
cellular
aug
telephone may
telephone may
cellular
nov
telephone may
telephone may
cellular
jul
cellular
nov
telephone sep
cellular
jul
cellular
aug
telephone nov
cellular
jul
cellular
jul
telephone jun
telephone may
cellular
may
cellular
oct
cellular
nov
cellular
jul
cellular
may
cellular
apr
cellular
may
cellular
aug
cellular
jul
cellular
may
cellular
may
cellular
mar
cellular
may
cellular
aug
telephone jun
39 technician married
35 management
divorced
56 retired
married
31 admin.
single
31 services single
45 admin.
single
20 student
single
42 blue-collar divorced
39 admin.
married
45 blue-collar married
50 services married
29 admin.
single
38 unknown married
34 entrepreneur
married
36 admin.
married
35 admin.
single
41 technician married
42 admin.
single
39 technician married
34 blue-collar married
52 admin.
married
47 admin.
divorced
59 management
married
37 services married
33 management
married
35 blue-collar married
33 admin.
married
40 technician single
39 admin.
married
32 technician married
29 technician single
32 admin.
single
35 admin.
divorced
36 admin.
married
38 blue-collar married
32 admin.
married
32 admin.
single
34 self-employed
single
42 admin.
single
28 technician single
53 technician married
27 services single
43 entrepreneur
married
51 unemployedmarried
35 blue-collar single
42 admin.
married
36 technician single
35 blue-collar divorced
38 services married
high.schoolno
high.schoolno
basic.4y no
university.degree
no
high.schoolno
university.degree
no
unknown no
basic.9y no
university.degree
no
basic.4y unknown
high.schoolno
university.degree
no
unknown unknown
basic.4y no
university.degree
no
university.degree
no
professional.course
unknown
university.degree
no
professional.course
no
basic.6y unknown
high.schoolno
university.degree
no
university.degree
no
high.schoolno
university.degree
no
basic.9y unknown
high.schoolno
university.degree
no
university.degree
unknown
university.degree
no
high.schoolno
high.schoolno
university.degree
no
university.degree
no
basic.4y no
university.degree
no
university.degree
no
high.schoolno
university.degree
no
basic.9y no
professional.course
no
basic.9y no
professional.course
no
professional.course
unknown
basic.6y no
university.degree
no
professional.course
no
basic.9y no
basic.9y no
no
yes
no
yes
yes
no
yes
no
no
no
yes
no
no
yes
no
no
no
yes
yes
no
no
yes
no
no
yes
yes
yes
yes
no
yes
yes
no
yes
yes
no
yes
no
yes
yes
no
no
no
yes
yes
no
yes
no
no
no
no
no
no
no
no
no
yes
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
yes
yes
no
no
yes
no
no
cellular
nov
telephone jun
cellular
nov
cellular
jul
cellular
may
cellular
nov
cellular
apr
cellular
jul
cellular
may
telephone jun
cellular
aug
telephone jun
telephone may
telephone may
cellular
jul
telephone may
telephone may
telephone may
cellular
aug
telephone jul
telephone may
telephone jun
cellular
dec
cellular
apr
cellular
may
telephone jun
telephone may
cellular
nov
telephone may
cellular
nov
cellular
aug
cellular
apr
telephone may
cellular
jul
cellular
apr
telephone aug
cellular
aug
cellular
nov
telephone may
cellular
may
telephone may
telephone may
cellular
may
cellular
jul
telephone jun
cellular
aug
telephone may
telephone jun
telephone jun
45 blue-collar married
24 blue-collar single
30 technician married
31 entrepreneur
divorced
30 management
married
68 retired
married
50 blue-collar married
32 unemployedmarried
55 services married
31 admin.
married
55 services married
37 admin.
married
41 blue-collar single
34 self-employed
single
33 blue-collar married
42 services married
56 admin.
married
46 entrepreneur
married
42 admin.
single
33 admin.
divorced
53 technician married
43 self-employed
married
52 services married
40 technician single
49 housemaid single
41 admin.
married
26 blue-collar single
39 blue-collar divorced
33 blue-collar married
36 admin.
single
33 blue-collar married
36 services married
61 self-employed
divorced
40 admin.
married
31 technician single
41 blue-collar married
39 services married
39 admin.
divorced
38 management
married
47 management
married
24 admin.
single
45 blue-collar divorced
34 technician divorced
51 entrepreneur
married
53 unknown married
24 technician single
24 services married
35 technician married
71 retired
single
basic.6y unknown
basic.9y no
university.degree
unknown
basic.4y no
university.degree
no
university.degree
no
basic.6y unknown
university.degree
no
high.schoolno
high.schoolunknown
basic.4y no
high.schoolno
basic.4y no
university.degree
no
basic.9y no
high.schoolno
university.degree
no
basic.9y no
high.schoolno
university.degree
no
professional.course
unknown
basic.4y no
basic.6y no
unknown no
university.degree
no
university.degree
no
basic.4y no
basic.9y unknown
basic.9y unknown
basic.6y no
basic.9y unknown
high.schoolunknown
university.degree
no
basic.9y no
professional.course
no
basic.4y no
high.schoolno
high.schoolno
university.degree
no
high.schoolno
high.schoolno
high.schoolunknown
unknown no
basic.9y no
professional.course
no
professional.course
no
high.schoolno
university.degree
unknown
university.degree
no
no
yes
yes
no
yes
yes
no
yes
no
yes
no
unknown
unknown
yes
no
no
no
no
no
yes
yes
no
no
yes
no
yes
yes
no
no
yes
no
no
no
no
no
yes
yes
no
yes
no
yes
no
no
yes
no
yes
no
yes
yes
no
no
no
no
no
no
no
no
yes
yes
yes
unknown
unknown
no
no
no
no
no
no
no
no
yes
yes
no
yes
no
yes
no
no
no
yes
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
telephone jun
cellular
jul
cellular
jul
cellular
nov
cellular
jul
cellular
jul
cellular
aug
cellular
aug
cellular
jul
telephone jun
cellular
aug
cellular
jul
cellular
jul
cellular
may
cellular
may
cellular
may
telephone jul
telephone jun
cellular
jul
cellular
nov
telephone may
cellular
nov
cellular
jul
telephone jul
cellular
dec
cellular
aug
cellular
jul
telephone may
telephone jun
telephone may
telephone jun
telephone jun
cellular
mar
telephone may
telephone jul
telephone jun
cellular
may
cellular
jul
cellular
aug
cellular
apr
telephone jul
cellular
jul
cellular
jul
telephone may
cellular
jun
cellular
jun
cellular
may
cellular
nov
cellular
oct
27 admin.
single
32 services married
56 technician divorced
35 services single
35 technician single
38 services single
52 services single
27 admin.
single
35 student
single
40 technician married
38 blue-collar married
32 management
single
35 admin.
married
28 blue-collar single
25 blue-collar married
28 admin.
single
31 technician married
38 technician married
53 services married
32 technician divorced
73 retired
married
34 admin.
single
64 housemaid married
41 technician divorced
51 blue-collar married
34 technician married
50 management
married
39 retired
single
34 technician married
37 housemaid divorced
40 admin.
married
38 admin.
married
41 admin.
divorced
38 admin.
married
47 technician divorced
23 blue-collar single
30 blue-collar single
49 technician married
51 admin.
married
36 technician single
49 blue-collar married
21 student
single
34 unemployedmarried
45 blue-collar married
54 unemployedmarried
34 services married
36 blue-collar married
45 admin.
single
37 admin.
married
university.degree
no
high.schoolno
university.degree
unknown
high.schoolno
professional.course
no
basic.9y no
high.schoolno
university.degree
unknown
unknown unknown
professional.course
no
high.schoolno
university.degree
no
high.schoolno
professional.course
no
basic.4y no
university.degree
no
university.degree
no
university.degree
no
high.schoolunknown
professional.course
no
professional.course
no
high.schoolno
unknown no
university.degree
no
basic.4y unknown
university.degree
no
unknown no
high.schoolno
professional.course
no
basic.9y unknown
high.schoolunknown
university.degree
no
university.degree
no
university.degree
no
high.schoolno
basic.9y no
basic.9y no
university.degree
no
basic.6y unknown
professional.course
no
basic.6y no
professional.course
no
high.schoolno
basic.4y no
basic.9y no
high.schoolno
basic.6y no
professional.course
no
university.degree
no
yes
no
no
yes
yes
yes
yes
yes
no
no
yes
no
no
yes
no
no
no
no
yes
yes
yes
yes
yes
yes
no
no
yes
no
yes
yes
yes
yes
yes
yes
yes
yes
no
yes
yes
yes
no
no
no
yes
no
no
no
no
no
yes
no
yes
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
cellular
apr
cellular
oct
cellular
jul
cellular
may
cellular
aug
telephone may
telephone jun
cellular
jul
cellular
jul
telephone may
cellular
jul
cellular
may
cellular
nov
cellular
jul
cellular
jul
cellular
aug
cellular
sep
cellular
jun
telephone jun
telephone may
cellular
aug
telephone may
telephone may
cellular
aug
telephone jun
cellular
jun
telephone jun
telephone may
cellular
mar
telephone may
telephone jun
telephone jun
cellular
aug
cellular
aug
cellular
jul
cellular
jul
telephone jun
cellular
nov
telephone may
cellular
may
cellular
aug
telephone nov
cellular
jul
cellular
jul
cellular
may
cellular
may
cellular
may
telephone may
telephone nov
32 blue-collar single
51 admin.
married
35 blue-collar married
36 admin.
single
32 admin.
divorced
34 services married
51 technician married
24 admin.
single
37 services married
37 blue-collar married
56 blue-collar married
27 admin.
single
59 retired
divorced
54 retired
married
34 blue-collar married
36 housemaid married
54 blue-collar married
30 admin.
married
37 management
married
46 technician married
50 services married
35 services single
78 retired
married
27 services single
55 technician married
51 retired
married
41 technician married
54 retired
married
46 admin.
divorced
30 admin.
married
33 blue-collar single
38 services divorced
36 blue-collar married
36 blue-collar married
46 technician divorced
40 admin.
married
38 blue-collar single
35 technician married
55 blue-collar divorced
49 blue-collar married
36 admin.
single
42 admin.
married
48 admin.
divorced
40 management
single
53 technician married
42 blue-collar married
40 admin.
married
38 admin.
single
34 admin.
single
basic.9y no
basic.4y unknown
basic.6y unknown
university.degree
no
basic.9y no
high.schoolno
university.degree
unknown
university.degree
no
high.schoolno
high.schoolno
basic.4y unknown
high.schoolno
basic.9y unknown
basic.4y no
high.schoolno
basic.6y no
professional.course
unknown
high.schoolno
university.degree
no
professional.course
no
basic.9y unknown
university.degree
no
basic.4y no
high.schoolno
university.degree
no
basic.9y no
professional.course
no
high.schoolno
high.schoolno
university.degree
no
basic.9y unknown
high.schoolno
high.schoolno
unknown no
professional.course
no
university.degree
no
university.degree
unknown
professional.course
no
basic.4y unknown
basic.9y unknown
high.schoolno
university.degree
no
unknown no
university.degree
no
professional.course
no
high.schoolunknown
university.degree
unknown
university.degree
no
university.degree
no
yes
no
no
yes
yes
no
yes
no
yes
yes
yes
yes
yes
no
no
yes
yes
yes
yes
yes
yes
unknown
no
no
no
yes
yes
no
yes
no
yes
no
no
yes
yes
yes
no
yes
no
no
no
no
yes
no
yes
no
yes
yes
yes
no
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
no
yes
no
no
no
no
unknown
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
cellular
nov
cellular
may
telephone may
telephone jul
cellular
jul
telephone may
cellular
jul
cellular
aug
cellular
jul
telephone jun
cellular
aug
telephone nov
telephone jun
cellular
oct
cellular
may
telephone jun
telephone may
telephone may
cellular
aug
telephone may
cellular
aug
cellular
aug
cellular
jul
cellular
jul
telephone may
cellular
nov
cellular
may
cellular
nov
telephone oct
cellular
nov
telephone jun
cellular
jul
telephone may
cellular
may
cellular
jul
telephone jun
telephone may
telephone jun
telephone may
telephone may
cellular
apr
cellular
aug
cellular
may
cellular
jul
cellular
aug
telephone jun
telephone may
telephone jul
cellular
aug
36 blue-collar single
38 admin.
divorced
32 admin.
married
32 services married
49 entrepreneur
married
35 admin.
married
38 management
married
38 technician single
28 blue-collar single
26 technician single
27 admin.
single
59 retired
married
26 services single
38 technician single
39 entrepreneur
single
30 services married
40 technician married
37 admin.
divorced
31 services married
47 admin.
divorced
54 blue-collar married
32 management
married
41 technician married
55 technician married
80 retired
married
29 technician married
32 admin.
single
47 admin.
single
49 blue-collar divorced
33 blue-collar married
51 admin.
married
40 entrepreneur
married
44 services divorced
28 self-employed
single
46 technician married
46 entrepreneur
married
52 self-employed
married
25 student
single
31 entrepreneur
single
38 blue-collar divorced
52 blue-collar married
39 admin.
divorced
44 admin.
divorced
39 admin.
single
54 retired
married
55 retired
married
46 admin.
divorced
55 blue-collar divorced
45 services married
basic.4y no
university.degree
no
high.schoolno
basic.4y unknown
university.degree
no
high.schoolunknown
university.degree
no
university.degree
no
high.schoolno
professional.course
no
high.schoolno
basic.6y no
high.schoolno
professional.course
no
basic.6y no
unknown no
university.degree
unknown
university.degree
unknown
basic.9y no
university.degree
no
high.schoolno
university.degree
no
professional.course
no
professional.course
no
basic.4y no
professional.course
no
university.degree
no
university.degree
no
basic.4y unknown
basic.6y no
high.schoolno
university.degree
no
high.schoolno
basic.9y no
professional.course
no
university.degree
no
basic.9y unknown
high.schoolno
basic.6y unknown
unknown no
basic.4y no
university.degree
no
high.schoolno
high.schoolno
basic.4y no
university.degree
no
basic.9y no
basic.4y unknown
high.schoolno
yes
no
no
no
yes
no
no
yes
no
yes
no
yes
no
yes
yes
yes
no
yes
no
yes
yes
yes
unknown
no
no
no
yes
no
no
no
no
yes
no
yes
no
yes
yes
no
yes
no
yes
no
yes
yes
yes
yes
yes
yes
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
yes
unknown
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
telephone jun
cellular
may
cellular
may
cellular
jul
cellular
apr
cellular
may
cellular
nov
cellular
jul
cellular
may
cellular
sep
cellular
jul
cellular
jul
telephone may
cellular
jul
telephone may
telephone may
cellular
jul
cellular
may
cellular
apr
cellular
aug
cellular
may
cellular
nov
telephone may
cellular
may
cellular
may
telephone may
cellular
may
cellular
aug
telephone jun
telephone may
cellular
nov
cellular
aug
cellular
may
telephone may
cellular
nov
telephone may
telephone may
telephone nov
telephone jun
telephone may
cellular
apr
cellular
jul
telephone nov
cellular
jul
cellular
apr
cellular
jul
telephone may
cellular
apr
cellular
apr
29 blue-collar single
46 technician divorced
50 unknown married
39 blue-collar married
50 admin.
married
34 admin.
married
36 entrepreneur
married
29 blue-collar single
43 housemaid married
42 unemployedmarried
51 housemaid married
26 blue-collar single
31 student
single
47 blue-collar married
54 blue-collar single
40 technician married
29 admin.
married
39 blue-collar married
55 blue-collar married
43 technician married
26 self-employed
single
33 technician divorced
42 entrepreneur
married
36 admin.
married
33 blue-collar married
36 technician single
45 unknown married
39 technician married
36 admin.
unknown
28 admin.
married
38 blue-collar married
49 blue-collar married
38 management
single
36 blue-collar single
51 blue-collar married
57 retired
married
44 services divorced
27 admin.
single
58 management
divorced
28 services single
41 admin.
married
34 blue-collar married
29 services single
55 blue-collar divorced
37 technician single
18 student
single
39 blue-collar married
36 blue-collar married
34 blue-collar married
basic.9y no
professional.course
no
unknown unknown
basic.4y unknown
university.degree
no
university.degree
no
university.degree
no
basic.4y no
basic.4y unknown
high.schoolunknown
unknown no
basic.9y no
unknown no
basic.4y unknown
basic.9y no
professional.course
no
university.degree
no
basic.9y unknown
basic.4y no
professional.course
no
university.degree
no
professional.course
no
basic.4y unknown
university.degree
no
basic.6y no
high.schoolno
unknown unknown
professional.course
no
university.degree
no
university.degree
no
basic.9y no
basic.4y unknown
university.degree
no
basic.9y no
university.degree
no
professional.course
unknown
high.schoolno
university.degree
no
university.degree
no
high.schoolno
university.degree
no
basic.9y no
high.schoolno
basic.4y unknown
university.degree
no
unknown no
professional.course
unknown
basic.9y no
basic.9y no
no
no
yes
yes
no
no
no
yes
no
no
yes
yes
yes
yes
yes
yes
no
yes
no
no
no
yes
yes
yes
yes
yes
no
no
yes
no
no
no
no
no
yes
no
yes
yes
yes
no
no
yes
yes
no
yes
yes
yes
no
no
yes
no
no
yes
yes
no
no
yes
yes
no
no
no
no
yes
no
no
yes
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
yes
no
no
no
no
no
no
yes
no
no
no
no
no
yes
cellular
oct
cellular
jul
telephone jul
cellular
jul
telephone may
telephone may
telephone may
cellular
nov
telephone may
telephone may
cellular
aug
cellular
jul
cellular
aug
telephone jun
cellular
apr
cellular
aug
cellular
jun
cellular
may
cellular
jul
telephone may
cellular
may
cellular
aug
telephone jul
cellular
apr
cellular
apr
cellular
aug
telephone may
telephone may
cellular
aug
cellular
aug
telephone jun
telephone may
cellular
jul
cellular
jul
cellular
may
cellular
jul
cellular
may
cellular
aug
telephone jul
telephone jun
cellular
aug
telephone jun
cellular
jun
cellular
may
cellular
aug
cellular
may
telephone jun
telephone may
cellular
may
35 blue-collar married
36 unemployedmarried
55 admin.
married
50 blue-collar married
37 blue-collar married
24 student
single
57 technician married
59 retired
divorced
32 admin.
single
36 self-employed
divorced
48 management
married
33 admin.
single
43 technician divorced
39 blue-collar married
26 blue-collar single
47 admin.
divorced
24 technician single
35 self-employed
married
26 student
single
31 unemployedsingle
33 blue-collar single
53 admin.
single
43 technician married
34 technician single
41 technician single
33 blue-collar married
33 technician married
47 technician married
29 admin.
married
25 blue-collar single
35 admin.
married
29 technician married
57 retired
married
49 unemployedmarried
35 admin.
married
31 blue-collar married
43 admin.
married
34 blue-collar married
38 admin.
single
43 admin.
married
38 management
married
46 blue-collar married
39 admin.
single
47 entrepreneur
married
25 blue-collar single
38 management
married
36 technician married
30 admin.
married
34 admin.
single
basic.9y no
university.degree
no
high.schoolno
basic.4y no
professional.course
no
high.schoolno
university.degree
unknown
high.schoolno
university.degree
no
professional.course
unknown
university.degree
no
university.degree
unknown
professional.course
no
unknown no
high.schoolno
high.schoolno
professional.course
no
university.degree
no
basic.9y no
university.degree
no
high.schoolno
high.schoolno
professional.course
no
professional.course
no
professional.course
no
basic.6y unknown
professional.course
no
unknown unknown
high.schoolno
basic.9y no
high.schoolunknown
professional.course
no
university.degree
no
basic.6y unknown
university.degree
no
basic.6y no
high.schoolno
basic.6y no
university.degree
no
university.degree
no
university.degree
no
professional.course
no
high.schoolunknown
professional.course
no
basic.4y no
high.schoolno
professional.course
no
university.degree
no
university.degree
no
yes
no
no
no
yes
no
no
yes
yes
yes
yes
unknown
yes
no
no
yes
yes
no
yes
yes
no
yes
no
yes
yes
no
no
yes
yes
no
no
yes
no
no
yes
no
no
yes
yes
yes
yes
no
no
no
yes
no
no
yes
yes
no
no
yes
no
no
no
yes
no
yes
yes
yes
unknown
no
no
no
no
no
no
no
no
no
yes
no
yes
no
no
no
no
yes
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
no
yes
no
no
cellular
nov
cellular
jul
cellular
apr
cellular
jul
ce…

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