satisfaction: Satisfaction dataset

Description Usage Format Source Examples

Description

This data set contains the variables from a customer satisfaction study of a Spanish credit institution on 250 customers.

Usage

1

Format

A data frame with 250 observations and 28 variables. Variables from 1 to 27 refer to six latent concepts: 1) IMAG=Image, 2) EXPE=Expectations, 3) QUAL=Quality, 4) VAL=Value, 5) SAT=Satisfaction, and 6) LOY=Loyalty. The last variable is a categorical variable indicating the gender of the individual.

IMAG: Includes variables such as reputation, trustworthiness, seriousness, solidness, and caring about customer's needs.
EXPE: Includes variables such as products and services provided, customer service, providing solutions, and expectations for the overall quality.
QUAL: Includes variables such as reliable products and services, range of products and services, personal advice, and overall perceived quality.
VAL: Includes variables such as beneficial services and products, valuable investments, quality relative to price, and price relative to quality.
SAT: Includes variables such as overall rating of satisfaction, fulfillment of expectations, satisfaction relative to other banks, and performance relative to customer's ideal bank.
LOY: Includes variables such as propensity to choose the same bank again, propensity to switch to other bank, intention to recommend the bank to friends, and sense of loyalty.

Source

Laboratory of Information Analysis and Modeling (LIAM). Facultat d'Informatica de Barcelona, Universitat Politecnica de Catalunya.

Examples

1
2

Example output

    imag1 imag2 imag3 imag4 imag5 expe1 expe2 expe3 expe4 expe5 qual1 qual2
1       8     8     9     5     6     9     9     5     8     9     6     8
2       9     9    10     9     7     9     8    10     8     9     7     9
3       9     8     8     8     8     8     8     8     9     9     7     9
4       8     9     8     9     7    10     6     3    10    10     7     3
5      10    10     8    10     8     7     9     8     9     8     7     9
6       7     8     8     8     8     8     8     8     9    10     6     6
7       5     5     5     5     2     7     6     5     6     6     4     4
8       9     9     9     9     9    10    10    10    10    10     8     9
9       9     8     9     8     5     7     8     7     7     5     6     8
10     10    10    10    10    10    10    10    10    10    10    10    10
11      2     2     8     5     6     7     8     6     8     7     7     8
12      7     8     8     7     8     7     8     7     5     7     7     8
13      8     9     9     8     7     8    10    10    10    10     6     7
14      7     7     8     8     8    10    10    10    10     9     7     8
15      3     4     3     8     3     7     7     5     6     6     4     4
16      7     8     8     5     6     7     9     7     9     9     5     8
17      8     8     8     8     7     5     0     0     7     8     7     0
18      7     8     8     8     7     7     7     7     9     7     7     7
19      8     4     3     8     0     8     5     5     2     8     5     4
20      8     7     6    10     7     8     7     6     8     9     8     8
21      9     9    10     8     8     8     9     9     8     9     8     6
22      6     6     6     6     6     7     7     7     6     7     4     5
23      8     8     8     7     5     7    10     9    10    10     5     8
24      9     9    10     9     9    10    10    10    10    10    10     9
25      8     7     8     8     8     8     9    10    10     9     8     9
26      8     5     5     4     3     3     3     3     4     5     0     0
27      6     6     6     6     5     6     7     7     7     7     3     5
28      7     8     9     8     4     5     5     8     8     6     5     5
29      8     8     8     7     7     7     7     7     6     7     6     7
30      8     8     8     8     7     8     8     9     9     8     8     8
31      7     7     7     6     6     7     5     8     8     6     7     5
32      9     9     9     9     5     8     9     5     9    10     8     9
33     10    10    10    10     5     6     1     5     8     5     6     4
34      9     8     9     9     8     9     9     9     9     8     8     8
35      8     9     9     9     5     7     6     6     8     7     7     6
36      3     4     2     5     2     3     1     5     4     1     5     2
37      8     8     9     9     8     8     8     8     8     8     8     8
38      8     6     7     6     6     6     7     6     6     7     5     6
39     10    10    10    10     5     9     8    10     9     5     8     9
40      8    10     9     8     7    10     9    10    10    10     8     6
41      8     8     8     8     8     7     8     8     8     8     7     8
42      5     7     7     8     7     3    10     8     3     8     6     7
43     10     9     9    10     5     5     9     5    10     9     5     9
44      9     7     7     9     3     8     0     5     8     5     5     0
45      8     8    10     8     8     5    10     7     5     4     8    10
46      6     8     8     8     8     8     9     9     9     9     7     8
47      8     8     8     8     8     8     9     9    10     9     8     9
48      6     5     5     6     6    10    10     8     8     6     7     7
49      9     9     9     8     7     5     8     8     8     8     6     8
50      9    10     8     8     5     7     7     9     8     7     7     9
51      8     8     8     9     7     5     5     5     5     5     6     7
52      8     5     6     7     7     6     8     8     8     5     6     8
53      4     1     4     9     0     4     2     0     7     5     5     2
54      5     5     7     5     5     9     9     7    10     9     7     7
55      5     5     6     5     5     7     7     7     8     8     5     4
56      7     9     9    10     3     5     9     1     6     9     5     9
57     10    10    10    10     7     7     7     7     7     9     9     6
58      8     8     8     8     4     8     8     7     7     7     8     8
59      6     6     7     9     7     8     8     8     8     9     7     7
60      6     7     7     7     3     4     4     3     5     1     4     4
61      9     9     9     9     7     5     9    10    10    10     7     7
62      7     7     7     7     6     6     8     7     7     7     7     8
63      9     7     8     9     7     6     7     6     7     8     6     7
64      8     9     9     8     8     9     9     8     8     8     8     8
65      8     8     8     8     7     7     7     5     6     6     7     7
66      7     7     7     7     7     4     4     6    10    10     5     5
67      9    10     9     9     8     7     9     8    10     5     6     8
68      8     9     9     8     6     8     6     8     6     7     8     6
69      7     8     8     8     2     6     4     4     7     5     6     4
70      4     2     2     6     4     6     8     6     7     4     6     5
71      5     5     7     5     5     5     3     5     5     2     5     3
72      9     9    10     9     8     8    10     4     9     8     6    10
73      8     8     8     8     5     9     9    10    10    10     9     9
74      8     8     9     8     6     8     7     7     8     6     8     9
75      9     9     9     9     0     4     8     6     6     5     4     8
76      9     8     8     8     7     8     8     7     9     8     8     8
77      9     9     9     8     8     8     9     8     9     9     7     9
78      8     5     7     9     2     4     3     1     3     2     4     3
79      7     6     9     8     6     7     7     8     8     8     5     7
80      8     8     9     8     7     6     7     6     8     7     6     7
81     10    10    10    10    10    10    10     5    10     8    10     8
82      9     9     6     6    10    10    10    10    10    10    10    10
83      3     3     3     8     2     1     0     4     0     1     0     0
84      5     4     4     7     1     5     3     1     7     2     4     3
85      8    10    10    10     8     8    10     8    10    10    10    10
86      5     8     8     8     7     8     8    10    10     8     6     8
87      7     4     5     9     4     8     8     6     8     7     6     6
88      5     6     5     8     9     7     8     5     9     5     6     8
89      7     5     7     6     4     2     2     2     8     3     2     3
90     10     8     9     8     7     6     9     4     9     8     7     9
91     10    10    10    10    10    10    10    10    10    10    10    10
92      6     6     4     5     4     4     7     6     6     4     4     4
93     10     3     7     9     8     5     1     7    10     0     5     0
94      5     7     8     7     7    10    10    10    10     9     9     8
95      9    10     9     9     8    10     8    10     7    10    10     8
96     10    10    10    10    10    10     9     5     9     9    10     8
97     10    10    10    10     5     5     9     2     7     8     7     7
98      7     7     7     8     7     8     7     8     6     8     7     8
99      9     5     7     9     3     6     7     7     8     4     3     6
100     9     9    10     8     8     8     8    10     8     9     6     7
101     6     6     5     4     4     4     5     5     5     4     4     4
102     7     8     8     9     6     7     7     7     6     6     5     5
103     8     6     6     5     0     6     7    10     7    10    10     6
104     6     8     8     9     9     7     9     9     8     9     8    10
105     9     5     6     7     5     9     6     6     9     7     7     9
106     8     7     8     5     5     5     4    10     8     3     0     6
107     7     8     7     4     7     7     8     5     8     0     7     5
108     8     7    10    10     5     9    10    10     6    10     9    10
109     5     9    10     5     0     6    10    10    10    10    10     9
110     9     6     6     7     7    10    10    10     9    10     6    10
111     0     4     7     5     5     7    10     8    10    10    10    10
112     4     8     8     6     5     9     9    10     8     7     8    10
113     8     8    10     8     5     7     5    10     8     7     5     8
114     9    10    10     7     6     0     5     9     7     3     0     0
115    10    10    10    10     9     2     7     8     7    10     3     4
116    10     8     8     8     7     7     8     5     8     8     8     8
117     7    10    10     8     5     8     7     3     8    10     8     8
118    10     9     9     6     5     8     8     8    10     9     8    10
119     8    10     8     5     6     5     7     4     7     6     8     8
120    10     8     8     7     8     7     8     8     7     8     5     6
121     8     7     8     8     8     7     9     3     9     7     7     8
122     8     8     8     8     6     8     8     8     7     7     5     8
123     7     9     8     8     7     9     8     8    10     8     7     7
124     8     8     9     9     8     8     8     8     8     7     7     7
125     8     7     8     7     6     8     8     8     7     8     7     8
126     8     7     7     8     7     9     7     9     8     8     8     7
127     8     8     8     8     7     8     8     8     7     8     8     8
128     8     8     8     9     7     8     9     9     9     8     8     9
129     7     8     8     6     8     8     9     4     9    10     8     9
130     7     9     9     8     5     7     7     5     8     6     7     7
131    10    10    10     8     8     8    10     8    10    10     8    10
132     6     8     7     8     8     6     8     6     9     9     7     9
133     8     8     8     8     5     9    10    10    10     9     8     8
134    10     0     0    10     0    10     3     3     6     3    10     0
135     8     5     9     4     4     8     5     9     8     6     5     3
136     9     9     9     9     7     8     8     8    10     9     6     6
137     8     9     8     8     8    10     8     7     9     7     9     9
138     7     7     7     7     5    10    10     8     9    10     7     8
139     9     9     9     9     7     6     8     6     8     7     6     7
140     5     7     4    10     0     1     1     0     5     5     0     0
141     9     9     9     9     7     8     9     9    10    10     9     9
142     8     8     9     7     8     7     7     8     8     8     7     7
143     9    10    10     7     9    10     9     8    10     9     8     9
144    10    10    10    10     9    10    10    10    10    10     9    10
145     8     6     9     9     4     8     8     5     8     6     5     6
146     7     7     8     5     5     6     6    10     7     9     4     4
147     9    10    10    10     7     9     9     9     9     9     8     7
148     7     7     6     6     5     8     8     7     7     3     5     5
149     8     8     8     8     7     8     9     8     8     5     8     9
150     8     8     8     8     8     5     8     5     8     5     5     8
151    10    10    10    10    10    10    10    10    10     9    10    10
152    10    10    10    10     7     8     9     9    10     9     7     9
153     9    10    10    10     9     9    10     8     8     9     9    10
154     4     6     8     8     6     7     7     6    10     9     7     6
155     8     8     8     7     7     8     9     9     9     9     7     8
156     8     8     8     8     6     6     6     4     7     7     6     6
157     8     8     4     8     0     2     5     5     9     0     3     5
158     7     7     7     7     8     7     8     8     9     8     6     6
159     8     7     7     8     8     9     8     9     8     9     9     7
160     9     9     7     8     8     9     8     9     9     9     8     6
161     5     3     4     3     6     6     1     2     7     2     4     1
162     6     8     8     8     8     9     8     9     9     7     8     8
163     9    10    10    10     6     8     9     7    10     6     6     9
164     4     5     5     7     5     7     8     8     5     6     4     6
165     8     8     8     8     8    10     4     4    10     7     8     5
166     9     9     9     9     8     9     8     9     8     9     9     8
167    10    10    10    10    10     8     8     8     9     8     8     8
168    10    10    10     9     9     9     9     3    10    10     9     9
169    10    10    10    10    10    10     6     8    10     5    10     5
170     7     8     8     8     3     7     8     1     7     4     6     8
171     8     8     8     8     5     8     8     8     8     8     5     7
172     8     6     8     5     2     2     5     5     2     2     2     5
173    10    10    10    10    10    10    10    10    10    10    10    10
174     7     7     7     7     8     8     5     5     7     5     8     5
175     8     7     7     8     6     7     7     7     7     7     7     7
176    10    10    10    10     5    10    10    10    10    10    10    10
177     7     9     9     9     8     9     9     8     8     9     9     9
178     9     8     8     8     7     9     7     9     8     9     7     7
179     8     6     6     7     2     8     4     9     8     9     6     4
180     8     9     9     9     7     8     8     8     8     8     6     5
181     7     8     9     9     8     8     8     9     7     8     8     8
182     9     8     8     8     5     6     7     7     7     8     6     7
183    10    10    10    10     8     7     9     7     9    10     7     9
184    10    10     9    10     9     6    10    10    10     9     6    10
185     8     9     9     8     8     8     8     8     9     8     8     8
186     8    10    10    10     8     9     9     9     9     9     8     8
187     8     8     8     5     5     7     8     7     8     6     7     8
188     6     6     7     7     1     6    10     5     7     8     6     7
189    10    10    10    10     8     7     8     8     8     8     7     8
190     8     7     8     8     5     8    10     7    10     8     6     8
191     8     7     8     7     7     8     8     8     8     8     7     8
192     7     7     7     8     2     8     8     9     8     8     8     8
193    10    10    10    10    10    10    10    10    10    10    10    10
194    10    10    10     9     6     8     9     8     9     8     7     9
195    10    10    10    10     6    10    10    10    10    10    10    10
196    10    10    10    10    10    10    10     7    10    10     9     9
197    10    10    10     9     8    10    10    10    10    10    10    10
198     7     9     9     8     3     7     6     7     8     8     7     6
199     9     9     9     9     7    10    10    10    10    10    10     8
200     6     5     5     7     0     7     4     1     8     5     7     5
201    10    10    10    10     6    10    10     8    10     8    10     7
202     8     9    10     9     7     9     9     8    10     9     9     9
203     6     8     8     9     5     5     5     6     5     4     5     5
204     9     9     9     9     9     5    10     5     8     5     5    10
205     8     9     9     8     7     7     8     7     8     7     7     8
206     6     7     7     7     5     6     8     8     7     7     3     6
207     8     8     8     9     7     8     8     7     8     8     9     8
208     8     8     9     6     7     7     5     9     7     5     7     5
209     8     9     9     7     8     8     8     7     9     9     6     7
210     8     4     6     7     2     3     7     6     7     7     3     6
211     9     9     9     9     9    10    10    10    10    10     8     9
212     6     7     7     6     6     7     9     7     8     6     5     8
213     6     7     7     7     5     8     7     5     8     4     7     5
214     8     7     7     9     6     8    10     7     8     5     7    10
215    10    10    10     9     7     5     8     7     6     5     5     8
216     8     7     8    10     5     4     8     8     6     5     4     8
217     8     9     7     8     5    10     6    10    10     9     8     6
218     7     7     5     7     9     9    10     9    10     8     7     9
219     9     9    10     8     7     8     9     8     8     9     6     7
220     8     6     9     9     6    10    10    10    10    10    10    10
221     7     7     8     9     7     8     9     9     7     7     8     9
222     7     7     8     7     7    10     8     7     7     8    10     9
223     9    10     9     9     5     9    10    10    10    10     9    10
224     7     7     7     6     8     8     7     5    10     5     7     4
225     9    10     7     8     7     8     9     7     9     6     9     9
226     4     6     5     7     8     9     8     6     8     9     9     8
227     8     8     8     8    10     8     6     6     7     6     8     9
228     8     6     3     8     8     8     6     5     7     6     7     7
229     7     7     8     7     9     6     8     8     8     5     8     9
230     9    10     9     9     7     4     7     6     9     5     5     8
231    10    10     8     9     8    10    10    10    10     9    10    10
232     4     6     9     8     8     8     7     8    10     7     7     9
233     8     8     7     7     6     8     8     8     6     9     9    10
234     8     8     8     8     7     6     7     6     8     9     7     6
235     8     8     3     4     8     9     9     8     9     8    10    10
236     6     8     8     7     8     9     9     7     7     5     8     6
237     9    10     9     8     8     5     5     7     8     6     7     7
238     4     5     5     7    10     7     6     7     8     9     8     8
239     6     8     8     8     7     7     6     5     5     6     8     6
240     9     9     7     7     8     8     9     7     8    10     7     8
241     8     9     5     5     5     8     7     7     8     6     6     5
242    10    10     8     7     8     8     8     7     7     7     5     8
243     7     9     8     7     6     6     6    10     7     9     4     4
244     9     9     9     9     5     8     8     7     8     4     5     5
245     6     5     5     7     7    10    10    10    10    10    10    10
246     9     9     9     9     8     6     7     5     8     5     5     8
247     8     9     9     7     8     9     8     7     7     9     7     7
248     8     8     8     8     8     8     7     7     7     3     5     5
249     8     9     9     4     8     5    10     7     7     7     9     4
250    10     9     7     7     9     8     6     4     7     7     5     7
    qual3 qual4 qual5 val1 val2 val3 val4 sat1 sat2 sat3 sat4 loy1 loy2 loy3
1       2     7     7    7   10    5    6    6    7    6    7    9    9    6
2       7     8     7    8    8    7    8    8    7    8    7    8    9    8
3       6     8     6    8    9    7    8    9    8    8    8    9    8    9
4       2    10     8    6    7    6    4    7    7    7    6    6    6    5
5       8     9     8    9   10   10    8    8    8    8    7    8    9    9
6       7     7     7    8    7    6    5    7    6    6    7    7    8    8
7       2     3     3    5    6    4    5    6    5    6    4    5    6    6
8       9     9     9    8    8    8    8    8    8    8    8    9    8    3
9       7     7     5    9    8    7    7    8    7    6    6    7    7    5
10      8    10    10   10   10   10   10   10   10    9   10   10    8    8
11      6     8     7    7    8    8    8    7    7    7    6    9    3    9
12      7     8     7    8    6    6    7    8    7    8    8    8    8    8
13      7     7     8   10    8    8    7    7    7    8    8    8    8    9
14      8     8     7    8    9   10    7    9    8    7    7    9    4    8
15      3     4     8    4    4    4    3    4    4    3    4    4    3    4
16      6     8     7    8    8    7    6   10    8    8    7    7    7    8
17      1     7     8    6    8    5    1    7    7    8    6    9    7    7
18      7     9     7    8    9    8    7    9    9    9    9   10   10    9
19      4     3     5    3    5    5    3    5    3    4    3    2   10    1
20      7     7     7    8    8    7    6    7    7    7    5    4    4    5
21      8     8     8    8    9    7    7    8    7    8    7    8    9    8
22      6     5     5    4    5    4    5    4    5    4    3    3    9    3
23      8     8     8    7    7    8    6    6    7    8    9    8    7    9
24      8     9     9   10   10    7   10    8    8    8    5   10   10   10
25      8    10     9    9    8    9    8    8    8    8    9    8    8    8
26      0     1     2    2    1    1    0    3    2    4    5    0    1    0
27      5     4     7    5    6    3    5    5    6    3    4    4    4    4
28      8     8     6    8    9    9    6    9    8    7    7    9    8    8
29      6     6     6    7    7    7    6    7    6    6    6    7    8    7
30      8     8     7    9    8    9    8    9    8    7    8    9    8    9
31      8     6     8    7    7    9    7    8    6    7    7    7    7    7
32      5     9    10    6    9    8    7    8    8    8    8    8    8    8
33      6     8     5    9    9   10    5    8   10    8    8   10    2    9
34      7     8     7    8    7    7    8    8    5    9    7    9    9    9
35      6     8     7    8    7    7    6    8    7    8    6    7    8    8
36      3     4     2    4    2    2    4    6    2    3    2    4    4    3
37      8     8     8    8    8    8    8    8    8    8    8    8    8    8
38      5     6     7    7    7    8    6    6    7    7    6    7    6    5
39     10     9     5    7   10   10    8   10    8    8    7   10   10   10
40      7     7     7    8    8    7    6    9    8    8    7    7    7   10
41      8     8     8    8    8    7    8    9    9    8    7    7    8    8
42      5     5     5    5    7    7    3    5    6    6    5    1    6    3
43      5    10     9    7    9    9    9    8    9    7    7    9    9    9
44      2     5     4    3    6    4    2    6    6    6    6    1    8    2
45      8     7     5    9    8    7    8    9    6    5    7    8    7    8
46      8     8     8    9   10   10    9    9    8    5    5   10    9    9
47      6     8     9   10    8    7   10    9    7    8    6    8    8    7
48      6     6     7    6    6    4    6    7    5    5    3    3    5    0
49      7     8     8    8    9    8    7    8    8    8    6    6    7    8
50      7     8     9    9   10   10    9    8    8    7    7    7    8    9
51      8     7     6    6    8    7    6    7    7    6    5    8    9    8
52     10     8     7    8    8    7    7    8    8    7    6    4    6    7
53      0     7     5    0    0    7    0    0    0    0    0    0   10    0
54      7     7     7    7    7    8    5    7    7    7    7    7    7    5
55      5     5     6    4    4    4    3    3    4    3    3    3    2    3
56      3     7    10    5    9    9    9   10    7   10    9    9    6    7
57      8     8     7    8    9    9    6    7    7    7    6    7    8    8
58      7     7     7    6    9    8    7    7    7    7    5    7    6    6
59      5     7     7    8    8    7    6    6    7    7    6    1    9    0
60      3     3     3    6    5    5    5    7    6    6    8    5    7    3
61      8     8     8    8    8    9    6    8    7    7    8    8    7    6
62      7     7     7    6    8    8    6    6    6    5   10    7    7    7
63      6     7     8    8   10    8    9    7    7    8    3    8    9    7
64      8     8     8    7    8    7    8    7    8    7    6    8    6    7
65      5     6     6    6    8    8    5    7    7    6    5    8    9    8
66      6     9    10    4    5    6    6    1    5    6    5    3    6    7
67      6     9     7    8    9    8    8    8    7    8    8    9    8    9
68      8     6     7    8    8    8    7    6    6    5    6    8    7    8
69      4     7     5    6    7    7    6    7    6    7    5    8    5    7
70      6     5     5    5    5    4    4    4    6    7    2    6    4    3
71      2     5     2    5    5    5    2    4    5    5    4    2    9    5
72      5     9     6    7    8    7    8    8    8    6    9    8    9    8
73      7     8     8    7    7    7    9    7    7    5    6    8    9    7
74      9     8     8    8    9    5    9    8    8    8    6    8    5    7
75      6     6     5    6    8    8    4    7    7    8    8    7    5    6
76      8     9     8    7    9    9    9   10    9    7   10   10   10   10
77      7     9     9    8    8    8    7    8    8    8    7    7    7    7
78      1     3     2    2    8    8    2    5    5    5    5    9   10    1
79      6     8     5    5    7    7    6    6    7    6    7    5    7    4
80      6     8     7    6    7    7    6    8    7    8    6    8    7    7
81      5    10     5    8   10   10    7    9    9    9    7    8    8    7
82     10    10    10    4    5    5    5    2    3    3    3    2    3    5
83      3     0     1    0    7    0    0    0    0    8    8    0    7    0
84      2     4     3    4    4    4    2    3    3    3    3    0    4    2
85      8    10    10    7    8    7   10   10    9    9    8   10    9    8
86      7    10    10    7    8    8    6    7    8    6    6    7    7    7
87      6     6     5    5    8    7    5    6    6    6    6    5    8    0
88      5     9     6   10    9    0    8    8    8    5    4    8    8    8
89      2     5     4    3    6    6    3    5    5    5    5    5    6    6
90      4     9     8    8    8    8    6    8    7    5    8    8    8    6
91     10    10    10   10   10    8   10   10    9    9    8    9   10   10
92      6     4     5    0    5    5    5    6    4    5    5    5    8    5
93      5    10     0    0    5    7    7    5    5    5    5   10    8   10
94      8     8     7    8    7    8    7    8    6    7    6    8    6    7
95     10     5    10   10    6    6    7   10    7    7   10    9    8    8
96      5     9     9    9   10   10    9    9    9    9    9   10   10   10
97      2     6     7   10   10   10    8    7    6    8    8   10   10    6
98      8     7     8    7    8    8    6    8    7    8    8    8    8    7
99      7     8     4    6    8    8    4    6    5    5    4    6    7    4
100     8     6     9    8    9    8    7    8    7    5    7    8    8    7
101     5     5     4    4    4    4    3    4    5    5    5    4    3    4
102     5     7     7    7    5    4    7    6    4    4    7   10    8    8
103     3     6     7    7    6    0    8    7    7    6    7    7    9    7
104     8    10    10    9    9    9    5    9    5    5    9    9    8    7
105     8     9     7   10   10    8    7    8    8    7    8    8    9   10
106     2     9     8    8    7    4    5    3    5    3    5    8    5    5
107     6     7     1    8    8    8    7    8    7    7    7    7    6    6
108    10     7     6   10   10   10   10    9    6    4    8   10   10   10
109     4    10    10    9    9    6    8    8    7    9    9   10   10   10
110    10     9     9   10   10    6    6   10   10   10    9    9   10   10
111    10    10    10   10    8    9    9    8    9    9    9    9    7    8
112    10    10    10    9    9    7    2    8    8    8    7    9    9    9
113     8     6     9    7    7    5    5    7    7    6    7    5   10    8
114     0    10    10    5    4    0    7    5    4    5    9   10   10   10
115     8     7     6    7    0    0    8    4    5    3    3    2    8    1
116     8     8     4    5    5    8    8    6    6    5    5   10   10   10
117     6     8     8   10   10    8    8    7    8   10    6   10    9   10
118     0    10    10    9    9    0    9    8    7   10    7   10    8    9
119     8    10     8    7    6    5    7    6    6    7    7   10   10   10
120     4     9    10    8    8    7    5    8    8    7    8   10    8    8
121     0     6     7   10   10    2    1    9    7    9   10    8   10    8
122     6     7     6    6    7    7    4    7    5    6    7    8    8    7
123     8     8     8    9    8    8    7   10    9    7    7    9    9    9
124     7     8     7    7    7    8    7    7    7    8    8    7    8    7
125     7     7     8    8    8    8    7    8    8    8    7    8    8    7
126     7     7     8    7    7    8    7    7    7    8    7    8    8    7
127     8     7     8    7    6    8    6    8    8    6    6    9    8    7
128     9     9     8    9    6    8    9    8    8    8    5    8    9   10
129     5     9     8    8    9    9    6    8    8    6    8    8    8    8
130     5     8     6    6    8    8    5    7    5    7    4    8    7    5
131    10    10    10    9    8    8    8   10   10    9    9   10   10   10
132     6     8     9    9    8   10    8    8    7    7    5    8    9    9
133     7     8     7    8    8    8    8    8    8    8    7    8    8    5
134     0     3     0    0    7    5    0    0    0    0    0    0    3    0
135     9     5     8    6    8    8    5    6    5    5    4    6    6    4
136     7     8     6    8    8    8    7    7    7    8    8    7    3    0
137     9     8     7    8    8    8    8    8    8    9    5    8    9    9
138     5     7     7    7    7    7    5    8    7    5    6    7    7    7
139     6     9     7    7    7    8    8    8    6    6    7    8    7    8
140     0     5     5    0   10   10    0    0    0    0    0    5    5    0
141     9    10     8    9   10   10    9   10   10    5    5   10   10   10
142     6     7     8    7    8    8    7    8    8    6    8    8    7    7
143     5     9     9    9    9    8    4    8    7    9    9    9    9    9
144     7     8     7   10   10    9    7    7    7    5    9   10   10   10
145     5     7     6    7    9    8    5    6    7    5    4    6    6    5
146     7     5     8    8    8    7    6    5    6    6    6    5    5    7
147     8     8     8    9    8    9    8    9    8    6    7    8    8    8
148     4     4     4    4    6    6    4    4    4    4    4    4    6    3
149     7     8     8    9    8    7    9    9    8    7    7   10    3    7
150     5     8     8    7    8    5    8    8    7    7    7   10   10    7
151    10    10     9   10   10   10   10   10   10   10   10   10   10   10
152     8    10     9    9   10   10    9    9    9    9    8   10   10   10
153     8     8     9    8   10   10    8    9    8    8    7   10   10   10
154     6     7     6    7    7    7    5    6    6    7    5    4    7    5
155     7     8     8    7    8    9    7    8    9    9    9    7    5    7
156     2     7     7    6    7    7    4    7    7    7    5    6   10    6
157     3     7     0    5    5    5    1    2    2    2    2    0    5    0
158     6     8     6    7    8    8    4    6    6    6    6    7    7    6
159     7     6     8   10    9    8    9    9    8    7    8   10    9    8
160     8     7     8    9    8    8    8    9    7    8    6    8    8    9
161     2     4     4    4    5    3    5    4    2    4    7    2    3    5
162     8     8     7    9    9    8    7    8    8    7    7    9    8    9
163     5    10     5    6    8    9    8   10    9    6    9    0   10   10
164     5     4     3    4    4    5    4    5    5    3    3    2    4    2
165     5     8     5   10   10   10   10   10    7    7    7   10   10   10
166     9     7     9   10    8    8    8    9    9    8    8    8    8    7
167     8     9     8    8    8    8    8    9    9    8    8    8    8    8
168     2    10    10   10   10   10   10   10   10   10   10   10   10   10
169     5    10     5    7    5    5    5    8    5    5   10    6    8    8
170     3     7     4    4    5    5    4    7    6    8    4    5    4    5
171     5     8     6    5    8    8    5    6    6    5    5    5    5    5
172     5     5     2    5    5    5    3    5    3    5    3    3    9    3
173    10    10    10   10   10   10   10   10    9   10   10    9   10   10
174     5     7     5    7    8    8    5    6    7    5    5    6    7    7
175     7     7     7    8    9    5    5    7    7    6    6    6    7    6
176     9    10    10    9   10   10   10   10    9   10    5    9   10   10
177     8     8     9    8    9    8    8    9   10    8    8    9    8    8
178     7     8     8    9    9    8    7    9    8    7    8   10    8    9
179     6     6     6    5    7    5    4    6    5    5    4    5    2    5
180     7     6     5    6    8    7    6    7    6    7    6    6    5    5
181     9     7     8    9   10   10    7   10   10    5    9   10    5    8
182     7     7     8    8    9    7    8    8    8    9    2    0    5    7
183     7     9    10    6   10    7    8    9    9    7    6   10    9    2
184    10    10     9   10   10   10    9   10   10    9   10   10   10   10
185     8     9     8    8    8    8    8    8    8    9    8    8    8    8
186     7     8     8    8    8    8    8    9    8    9    8    9    9    9
187     7     6     6    5    8    8    8    7    7    5    7    6    8   10
188     5     5     6    6    7    5    2    6   10    6    6    5    5    5
189     8     8     8    5   10   10   10   10   10    5   10   10   10   10
190     6     7     7    7    9    9    7    7    7    5    6    6    8    8
191     8     7     8    8    8    8    8    8    7    7    6    9    9    8
192     9     7     8    8    9    8    7    7    7    7    7    8    8    8
193    10    10    10   10   10   10   10   10   10   10   10   10   10   10
194     8     9     8    7    9    9    7    8    8    8    8    8    8    8
195    10    10    10   10   10   10    5    9   10    9    9   10   10   10
196     5     8    10   10   10   10   10   10   10    9    9   10   10   10
197     9    10    10   10   10    9    9   10   10    7    9   10    6   10
198     7     8     8    9   10    9    8    8    7    5    7    8    8    8
199     9     9     8    9    9    8    8    9    8    8    8    9    9    8
200     0     5     3    1    5    6    5    3    0    5    5    5   10    5
201     8    10     8    7   10   10   10   10   10    5   10   10   10   10
202     8    10     9    9   10    9    9   10    9   10    9    9   10   10
203     6     5     4    3    8    5    5    5    5    6    6    5    5    7
204     5     8     5    5    8    5    6    8    8    8    8    9    9    8
205     7     8     7    5    8    8    8    7    7    5    7    8    8    7
206     7     5     7    6    6    6    3    5    5    5    5    3    6    0
207     7     8     8    7    8    8    8    7    7    7    6    5    8    7
208     9     7     5    6    7    5    5    7    7    5    5   10    5    0
209     6     7     8    6    7    7    6    7    6    7    7    9    7    7
210     5     6     4    3    6    6    6    6    5    4    6    0    6    0
211     8     8     9    9    8    8    8    8    8    8    8    7    8    8
212     8     7     7    6    6    4    4    2    3    3    4    5    6    8
213     6     5     5    4    6    4    4    6    7    7    5    4    8    4
214     8     8     8    7   10    5    6    6    7    6    7    8    8    6
215     5     8     8    8    7    8    7    5    5    5    4    8    9    9
216     5     5     2    8    9    6    7    8    8    7    8    8    7    8
217     8     7     9    9    8    8    7    6    8    8    8    8    7    5
218     9    10     9    8    8    6    6    7    7    6    7    9    7    8
219     6     6     8    8    8    6    5    7    7    5    6   10   10   10
220    10    10    10    8    9    8    9    9    9    7    8    8    7    7
221     8     7     7    7    7    7    8    6    8    7    7    7    8    9
222     8     9    10    8    7    8    7    7    8    7    7    8    8    6
223    10     9     9    8    7    9    9    7    9    8    8    6    6    6
224     3     8     4    6    6    9    9    6    9    9    8    8    3    5
225     9     9     9    7    5   10   10    6    8    9    7   10   10    7
226     6     8     9    4    4    4    3    4    4    3    4   10    9   10
227     9     8     8    8    8    7    6   10    8    8    7   10    8   10
228     6     9     7    6    8    5    1    7    7    8    6   10    7   10
229     7     8     8    8    8    8    6    7    7    5    6    4    6    5
230     5     7     6    8    7    7    9    5    9    8    6    7    4    7
231    10    10     9    7    6    5    8    7    9    9    5    6    7    6
232     8    10     9    9    9    7    7    8    7    9    4    0    1    0
233     8     8     9    4    6    5    5    3    5    4    3    4    4    4
234     6     7     6    7    7    8    6    6    7    7    9    8    7    8
235    10    10    10    9    8    7    6    7    8    8    5    6    8    6
236     6     8     6    5    7    7    7    7    7    7    7    8    7    8
237     8     8     7    7    8    8    8    8    8    8    8    6    7    6
238     8     8     7    6    9    6    8    8   10   10    7    9    9    8
239     5     6     6    8    8    8    6    9    9    9    8    5    4    6
240     6     7     7    4    6    5    3    4    3    7    5    3    5    3
241     5     5     5    7    8    7    6    7    6    7    4    6    7    6
242     5     8     5    7    8    6    5    5    6    8    8    6    8    5
243     7     5     8    7    8   10    8    9    8    8    7    9    8    7
244     4     5     1    6    3    4    4    6    3    4    4    7    8    6
245     9    10     8    6    7    6    4    7    7    7    6    9    8    8
246     5     8     8    9   10   10    8    8    8    8    7    7    6    8
247     8     8     6    9    9    8    8    7    6    7    8    3    5    3
248     4     5     4    4    5    5    8    8    7    8    6    8    2    8
249     8     8     9    8    9    9    7    9    7    8    7    6    7    8
250     2     7     7    7    8    8    8    7    7    7    6    8    7    5
    loy4 gender
1      6   male
2      8 female
3      9 female
4      5   male
5      9 female
6      7 female
7      5 female
8      8 female
9      8 female
10    10   male
11     8 female
12     7   male
13     9 female
14     8   male
15     4   male
16     7 female
17     8   male
18     8   male
19     0   male
20     5 female
21     9 female
22     4   male
23     4 female
24    10 female
25     8 female
26     0 female
27     5   male
28    10   male
29     8 female
30     9   male
31     8 female
32     9 female
33     9   male
34     9 female
35     8   male
36     4 female
37     8   male
38     5   male
39    10 female
40     8 female
41     8 female
42    10   male
43     8 female
44     1   male
45     8 female
46    10 female
47    10 female
48     3   male
49    10   male
50     7   male
51     8   male
52     6   male
53    10   male
54     5   male
55     3   male
56     6 female
57    10   male
58     2   male
59     4 female
60     5 female
61    10   male
62     8 female
63     9   male
64     8 female
65     7   male
66     7   male
67     9 female
68     9 female
69     7   male
70     2   male
71     5   male
72     8 female
73     8 female
74     6   male
75     6 female
76    10 female
77     7   male
78     9   male
79     4   male
80    10 female
81     8   male
82     4   male
83    10 female
84     8 female
85    10 female
86    10 female
87     7 female
88     5   male
89     5 female
90     6   male
91    10   male
92     9 female
93    10 female
94     6 female
95     8   male
96    10   male
97    10 female
98     7   male
99     5   male
100    9 female
101    5 female
102    8   male
103    7   male
104    9 female
105   10   male
106    9 female
107    7   male
108   10 female
109    9   male
110    9   male
111    7 female
112    9   male
113    3   male
114   10 female
115    0   male
116   10   male
117   10   male
118    9   male
119   10 female
120   10 female
121    8 female
122    7 female
123    7 female
124    7 female
125    8 female
126    8 female
127    9 female
128   10   male
129    8 female
130    9 female
131   10 female
132    8 female
133   10 female
134   10 female
135    5   male
136    9 female
137    8   male
138    5 female
139    6 female
140   10   male
141   10   male
142    8 female
143    8   male
144    9 female
145    5   male
146    4 female
147    9 female
148    5 female
149   10 female
150   10   male
151    9 female
152   10   male
153   10   male
154    9 female
155    4 female
156    6   male
157   10   male
158    6 female
159    9 female
160    8   male
161    4   male
162   10 female
163   10 female
164    7 female
165    8   male
166    8 female
167    9 female
168   10 female
169    5   male
170    8   male
171    7 female
172    2 female
173   10 female
174    9 female
175    5   male
176   10 female
177    7 female
178   10   male
179    5   male
180    7   male
181    8 female
182   10 female
183    8   male
184   10 female
185    8 female
186    8 female
187    5 female
188    0 female
189   10 female
190    8   male
191    9 female
192    9   male
193   10 female
194    7   male
195   10 female
196   10 female
197   10 female
198    8   male
199    7   male
200   10 female
201   10 female
202    9 female
203    6 female
204   10 female
205    9   male
206    6 female
207   10 female
208   10 female
209    7 female
210    9 female
211    8 female
212    5 female
213    5 female
214    9   male
215    8 female
216    8   male
217    9 female
218    8 female
219   10 female
220    8   male
221    7   male
222    5 female
223    6   male
224    8   male
225   10 female
226    9 female
227   10 female
228   10   male
229    9 female
230    4 female
231    6 female
232    0 female
233    5   male
234    9 female
235    8 female
236    8 female
237    8 female
238    8 female
239    6 female
240    6   male
241    6 female
242    7 female
243    8 female
244    8 female
245    9   male
246    8 female
247    6 female
248    7   male
249    6   male
250    7   male

plspm documentation built on May 2, 2019, 7:05 a.m.