OSA_report

Dataset info

Number of variables	28
Number of observations	683
Missing cells	4708 (24.6%)
Duplicate rows	0 (0.0%)
Total size in memory	149.5 KiB
Average record size in memory	224.2 B

Variables types

Numeric	6
Categorical	20
Boolean	1
Date	0
URL	0
Text (Unique)	1
Rejected	0
Unsupported	0

Warnings

`Cansancio` has 504 (73.8%) missing values	Missing
`Concentrarse` has 504 (73.8%) missing values	Missing
`Dialecto` has a high cardinality: 191 distinct values	Warning
`DIST_BARB-LOB` has a high cardinality: 292 distinct values	Warning
`DIST_BARB-LOB` has 378 (55.3%) missing values	Missing
`DIST_EXT_OJOS` has 378 (55.3%) missing values	Missing
`Enfermedades` has a high cardinality: 249 distinct values	Warning
`EPWORTH` has 628 (91.9%) missing values	Missing
`EstHOSP` has 663 (97.1%) missing values	Missing
`HiperT` has 660 (96.6%) missing values	Missing
`IAH` has 32 (4.7%) zeros	Zeros
`IAH` has 34 (5.0%) missing values	Missing
`IAH_Lateral` has a high cardinality: 165 distinct values	Warning
`IAH_Lateral` has 158 (23.1%) missing values	Missing
`IAH_Supino` has a high cardinality: 213 distinct values	Warning
`IAH_Supino` has 95 (13.9%) missing values	Missing
`Patient` has a high cardinality: 682 distinct values	Warning
`PerdRespNoche` has 658 (96.3%) missing values	Missing
`Peso` has 7 (1.0%) missing values	Missing

Audio_fs_KHz
Categorical

Distinct count	2
Unique (%)	0.3%
Missing (%)	0.0%
Missing (n)	0

55/16	650
16	33

Toggle details

Common values
Composition

Value	Count	Frequency (%)
55/16	650	95.2%
16	33	4.8%

Max length	5
Mean length	4.855051245
Min length	2
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

Audios_tumbado
Categorical

Distinct count	4
Unique (%)	0.6%
Missing (%)	0.0%
Missing (n)	0

NO_UNAREP	669
si_codigos	9
si	3

Toggle details

Common values
Composition

Value	Count	Frequency (%)
NO_UNAREP	669	98.0%
si_codigos	9	1.3%
si	3	0.4%
SI_UNAREP	2	0.3%

Max length	10
Mean length	8.982430454
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

Cansancio
Categorical

Distinct count	5
Unique (%)	0.7%
Missing (%)	73.8%
Missing (n)	504

si	125
no	52
	1
(Missing)	504

Toggle details

Common values
Composition

Value	Count	Frequency (%)
si	125	18.3%
no	52	7.6%
	1	0.1%
antesCPAP	1	0.1%
(Missing)	504	73.8%

Max length	9
Mean length	2.74670571
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

Comentarios
Categorical, Unique

First 5 values
Desde \nQMH513(Patient578)\nse graba DIALOGO
Es el Patient0006 (sentado) y 7 (tumbado)
Patient 13 y 14
Patient 8, 9 y 10
Patient0015 los códigos QMH5

Last 5 values
QMH96
QMH97
QMH98 (Patiet 159 Rec)
QMH99
es el Patient0002 (fotos) 3 (sentado) y 4 (tumbado) original,\n el uno era una prueba y \nse ha quitado

Toggle details

First 5 values

Value	Count	Frequency (%)
Desde QMH513(Patient578) se graba DIALOGO	1	0.1%
Es el Patient0006 (sentado) y 7 (tumbado)	1	0.1%
Patient 13 y 14	1	0.1%
Patient 8, 9 y 10	1	0.1%
Patient0015 los códigos QMH5	1	0.1%

Last 5 values

Value	Count	Frequency (%)
es el Patient0002 (fotos) 3 (sentado) y 4 (tumbado) original, el uno era una prueba y se ha quitado	1	0.1%
QMH99	1	0.1%
QMH98 (Patiet 159 Rec)	1	0.1%
QMH97	1	0.1%
QMH96	1	0.1%

Concentrarse
Categorical

Distinct count	4
Unique (%)	0.6%
Missing (%)	73.8%
Missing (n)	504

no	98
si	80
	1
(Missing)	504

Toggle details

Common values
Composition

Value	Count	Frequency (%)
no	98	14.3%
si	80	11.7%
	1	0.1%
(Missing)	504	73.8%

Max length	3
Mean length	2.736456808
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

Dialecto
Categorical

Distinct count	191
Unique (%)	28.0%
Missing (%)	0.4%
Missing (n)	3

andaluz/Málaga	335
andaluz	58
nd	16
Other values (187)	271

Toggle details

Common values
Composition

Value	Count	Frequency (%)
andaluz/Málaga	335	49.0%
andaluz	58	8.5%
nd	16	2.3%
Madrid	13	1.9%
andaluz/Málaga/respiración	8	1.2%
andaluz/Granada	7	1.0%
andaluz/Jaen	6	0.9%
andaluz/respiracion	5	0.7%
Canarias	5	0.7%
andaluz/Córdoba	5	0.7%
Other values (180)	222	32.5%

Max length	155
Mean length	17.49194729
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

DIST_BARB-LOB
Categorical

Distinct count	292
Unique (%)	42.8%
Missing (%)	55.3%
Missing (n)	378

13	2
13.427	2
13.525	2
Other values (288)	299
(Missing)	378

Toggle details

Common values
Composition

Value	Count	Frequency (%)
13	2	0.3%
13.427	2	0.3%
13.525	2	0.3%
14.587	2	0.3%
13.04	2	0.3%
14.007	2	0.3%
14.792	2	0.3%
14.409	2	0.3%
13.756	2	0.3%
14.004	2	0.3%
Other values (281)	285	41.7%
(Missing)	378	55.3%

Max length	6
Mean length	4.262079063
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

DIST_EXT_OJOS
Numeric

Distinct count	286
Unique (%)	41.9%
Missing (%)	55.3%
Missing (n)	378
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.509629508
Minimum	8.109
Maximum	11
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	8.109
5-th percentile	8.5816
Q1	9.153
Median	9.444
Q3	9.866
95-th percentile	10.4488
Maximum	11
Range	2.891
Interquartile range	0.713

Descriptive statistics

Standard deviation	0.5514709849
Coef of variation	0.057990796
Kurtosis	-0.1132952082
Mean	9.509629508
MAD	0.4452115238
Skewness	0.2422907492
Sum	2900.437
Variance	0.3041202472
Memory size	5.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	3	0.4%
10.244	3	0.4%
9.831	2	0.3%
9.672	2	0.3%
9.724	2	0.3%
8.943	2	0.3%
8.432	2	0.3%
9.254	2	0.3%
9.263	2	0.3%
9.464	2	0.3%
Other values (275)	283	41.4%
(Missing)	378	55.3%

Minimum 5 values

Value	Count	Frequency (%)
8.109	1	0.1%
8.303	1	0.1%
8.336	1	0.1%
8.344	1	0.1%
8.432	2	0.3%

Maximum 5 values

Value	Count	Frequency (%)
11	3	0.4%
10.874	1	0.1%
10.873	1	0.1%
10.86	1	0.1%
10.741	1	0.1%

Edad
Numeric

Distinct count	66
Unique (%)	9.7%
Missing (%)	0.7%
Missing (n)	5
Infinite (%)	0.0%
Infinite (n)	0

Mean	49.28023599
Minimum	-1
Maximum	88
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	31
Q1	40
Median	49
Q3	59
95-th percentile	70
Maximum	88
Range	89
Interquartile range	19

Descriptive statistics

Standard deviation	12.85154154
Coef of variation	0.2607849025
Kurtosis	0.2872983659
Mean	49.28023599
MAD	10.41451954
Skewness	-0.03745549599
Sum	33412
Variance	165.1621199
Memory size	5.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51	26	3.8%
48	24	3.5%
49	24	3.5%
40	23	3.4%
39	21	3.1%
53	21	3.1%
55	20	2.9%
47	20	2.9%
59	19	2.8%
41	19	2.8%
Other values (55)	461	67.5%

Minimum 5 values

Value	Count	Frequency (%)
-1	3	0.4%
19	1	0.1%
20	1	0.1%
21	2	0.3%
22	1	0.1%

Maximum 5 values

Value	Count	Frequency (%)
88	1	0.1%
85	1	0.1%
83	2	0.3%
82	1	0.1%
81	1	0.1%

Enfermedades
Categorical

Distinct count	249
Unique (%)	36.5%
Missing (%)	0.7%
Missing (n)	5

no	288
Tabique desviado	19
Septo_Nasal_Desviado	18
Other values (245)	353

Toggle details

Common values
Composition

Value	Count	Frequency (%)
no	288	42.2%
Tabique desviado	19	2.8%
Septo_Nasal_Desviado	18	2.6%
Propenso afonía	16	2.3%
Asma	15	2.2%
Tabique nasal desviado	12	1.8%
Operado de amigdalitis	11	1.6%
ns	9	1.3%
Cornetes	8	1.2%
propensa afonía	6	0.9%
Other values (238)	276	40.4%
(Missing)	5	0.7%

Max length	184
Mean length	15.49633968
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

EPWORTH
Categorical

Distinct count	12
Unique (%)	1.8%
Missing (%)	91.9%
Missing (n)	628

12	18
13	11
14	5
Other values (8)	21
(Missing)	628

Toggle details

Common values
Composition

Value	Count	Frequency (%)
12	18	2.6%
13	11	1.6%
14	5	0.7%
10	5	0.7%
9	5	0.7%
	3	0.4%
11	3	0.4%
8	2	0.3%
20	1	0.1%
18	1	0.1%
(Missing)	628	91.9%

Max length	3
Mean length	2.904831625
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

EstHOSP
Boolean

Distinct count	3
Unique (%)	0.4%
Missing (%)	97.1%
Missing (n)	663

1	12
0	8
(Missing)	663

Toggle details

Value	Count	Frequency (%)
1	12	1.8%
0	8	1.2%
(Missing)	663	97.1%

Fotos
Categorical

Distinct count	2
Unique (%)	0.3%
Missing (%)	0.0%
Missing (n)	0

si	682
no	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
si	682	99.9%
no	1	0.1%

Max length	2
Mean length	2
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

Fumador
Categorical

Distinct count	7
Unique (%)	1.0%
Missing (%)	0.4%
Missing (n)	3

no	373
si	165
antiguo	119
Other values (3)	23

Toggle details

Common values
Composition

Value	Count	Frequency (%)
no	373	54.6%
si	165	24.2%
antiguo	119	17.4%
ns	16	2.3%
poco	6	0.9%
si (poco)	1	0.1%
(Missing)	3	0.4%

Max length	9
Mean length	2.903367496
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

Gender
Categorical

Distinct count	2
Unique (%)	0.3%
Missing (%)	0.0%
Missing (n)	0

hombre	488
mujer	195

Toggle details

Common values
Composition

Value	Count	Frequency (%)
hombre	488	71.4%
mujer	195	28.6%

Max length	6
Mean length	5.714494876
Min length	5
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

HiperT
Categorical

Distinct count	4
Unique (%)	0.6%
Missing (%)	96.6%
Missing (n)	660

0	11
1	11
9.668	1
(Missing)	660

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	11	1.6%
1	11	1.6%
9.668	1	0.1%
(Missing)	660	96.6%

Max length	5
Mean length	3.002928258
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

IAH
Numeric

Distinct count	306
Unique (%)	44.8%
Missing (%)	5.0%
Missing (n)	34
Infinite (%)	0.0%
Infinite (n)	0

Mean	20.36465331
Minimum	0
Maximum	108.6
Zeros (%)	4.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.52
Q1	6.3
Median	14.2
Q3	30
95-th percentile	57.88
Maximum	108.6
Range	108.6
Interquartile range	23.7

Descriptive statistics

Standard deviation	18.69278434
Coef of variation	0.9179033913
Kurtosis	2.405722736
Mean	20.36465331
MAD	14.60410483
Skewness	1.443044002
Sum	13216.66
Variance	349.4201863
Memory size	5.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	4.7%
30	12	1.8%
11	10	1.5%
9	10	1.5%
10	10	1.5%
3	9	1.3%
20	8	1.2%
15	8	1.2%
22	7	1.0%
6	7	1.0%
Other values (295)	536	78.5%
(Missing)	34	5.0%

Minimum 5 values

Value	Count	Frequency (%)
0	32	4.7%
0.4	1	0.1%
0.7	3	0.4%
0.8	1	0.1%
1	3	0.4%

Maximum 5 values

Value	Count	Frequency (%)
108.6	1	0.1%
108.4	1	0.1%
102	1	0.1%
87	1	0.1%
84.8	1	0.1%

IAH_Lateral
Categorical

Distinct count	165
Unique (%)	24.2%
Missing (%)	23.1%
Missing (n)	158

-1	263
0	11
3	8
Other values (161)	243
(Missing)	158

Toggle details

Common values
Composition

Value	Count	Frequency (%)
-1	263	38.5%
0	11	1.6%
3	8	1.2%
8	7	1.0%
10	6	0.9%
5	5	0.7%
1	5	0.7%
30	5	0.7%
4	5	0.7%
11.5	4	0.6%
Other values (154)	206	30.2%
(Missing)	158	23.1%

Max length	74
Mean length	2.840409956
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

IAH_Supino
Categorical

Distinct count	213
Unique (%)	31.2%
Missing (%)	13.9%
Missing (n)	95

-1	229
influencia posicional mínima	17
sin influencia posicional	15
Other values (209)	327
(Missing)	95

Toggle details

Common values
Composition

Value	Count	Frequency (%)
-1	229	33.5%
influencia posicional mínima	17	2.5%
sin influencia posicional	15	2.2%
0	9	1.3%
minima influencia posicional	9	1.3%
no hay IAH	8	1.2%
influencia mínima	6	0.9%
44	5	0.7%
influencia posicional leve	5	0.7%
PERDIDO	5	0.7%
Other values (202)	280	41.0%
(Missing)	95	13.9%

Max length	81
Mean length	6.01317716
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

Imagen
Categorical

Distinct count	13
Unique (%)	1.9%
Missing (%)	0.4%
Missing (n)	3

nd	652
otra habitación	11
camara portatil	4
Other values (9)	13

Toggle details

Common values
Composition

Value	Count	Frequency (%)
nd	652	95.5%
otra habitación	11	1.6%
camara portatil	4	0.6%
si	3	0.4%
ns	2	0.3%
perfil	2	0.3%
iluminacion	1	0.1%
perfil mando	1	0.1%
fondo termostato	1	0.1%
pelo	1	0.1%
Other values (2)	2	0.3%
(Missing)	3	0.4%

Max length	16
Mean length	2.36749634
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

IMC
Categorical

Distinct count	2
Unique (%)	0.3%
Missing (%)	0.7%
Missing (n)	5

-1	678
(Missing)	5

Toggle details

Common values
Composition

Value	Count	Frequency (%)
-1	678	99.3%
(Missing)	5	0.7%

Max length	4
Mean length	3.992679356
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

Patient
Categorical

Distinct count	682
Unique (%)	99.9%
Missing (%)	0.0%
Missing (n)	0

P0363	2
P0335	1
P0405	1
Other values (679)	679

Toggle details

Common values
Composition

Value	Count	Frequency (%)
P0363	2	0.3%
P0335	1	0.1%
P0405	1	0.1%
P0512	1	0.1%
P0121	1	0.1%
P0549	1	0.1%
P0221	1	0.1%
P0676	1	0.1%
P0581	1	0.1%
P0336	1	0.1%
Other values (672)	672	98.4%

Max length	5
Mean length	5
Min length	5
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

PerCervical
Numeric

Distinct count	26
Unique (%)	3.8%
Missing (%)	0.7%
Missing (n)	5
Infinite (%)	0.0%
Infinite (n)	0

Mean	40.1880531
Minimum	-1
Maximum	53
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	33.85
Q1	38
Median	41
Q3	43
95-th percentile	47
Maximum	53
Range	54
Interquartile range	5

Descriptive statistics

Standard deviation	5.746654441
Coef of variation	0.142994099
Kurtosis	25.1501493
Mean	40.1880531
MAD	3.568747226
Skewness	-3.705499542
Sum	27247.5
Variance	33.02403727
Memory size	5.5 KiB

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
42	89	13.0%
40	74	10.8%
41	61	8.9%
37	51	7.5%
38	50	7.3%
43	48	7.0%
44	46	6.7%
39	42	6.1%
46	35	5.1%
45	33	4.8%
Other values (15)	149	21.8%

Minimum 5 values

Value	Count	Frequency (%)
-1	7	1.0%
30	1	0.1%
31	3	0.4%
32	2	0.3%
32.5	1	0.1%

Maximum 5 values

Value	Count	Frequency (%)
53	1	0.1%
52	3	0.4%
50	6	0.9%
49	4	0.6%
48	7	1.0%

PerdRespNoche
Categorical

Distinct count	4
Unique (%)	0.6%
Missing (%)	96.3%
Missing (n)	658

1	17
0	7
Error? O Raro ?7,714	1
(Missing)	658

Toggle details

Common values
Composition

Value	Count	Frequency (%)
1	17	2.5%
0	7	1.0%
Error? O Raro ?7,714	1	0.1%
(Missing)	658	96.3%

Max length	20
Mean length	2.954612006
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

Peso
Numeric

Distinct count	91
Unique (%)	13.3%
Missing (%)	1.0%
Missing (n)	7
Infinite (%)	0.0%
Infinite (n)	0

Mean	87.66568047
Minimum	-1
Maximum	165
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	62.75
Q1	75
Median	86
Q3	98
95-th percentile	120
Maximum	165
Range	166
Interquartile range	23

Descriptive statistics

Standard deviation	18.54286101
Coef of variation	0.2115179043
Kurtosis	1.98691675
Mean	87.66568047
MAD	14.12021638
Skewness	0.6883689809
Sum	59262
Variance	343.8376945
Memory size	5.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	37	5.4%
90	24	3.5%
86	23	3.4%
78	22	3.2%
70	20	2.9%
85	20	2.9%
100	20	2.9%
105	18	2.6%
75	17	2.5%
93	16	2.3%
Other values (80)	459	67.2%

Minimum 5 values

Value	Count	Frequency (%)
-1	1	0.1%
45	1	0.1%
48	1	0.1%
50	2	0.3%
52	1	0.1%

Maximum 5 values

Value	Count	Frequency (%)
165	1	0.1%
162	1	0.1%
161	1	0.1%
160	1	0.1%
149	1	0.1%

Roncador
Categorical

Distinct count	9
Unique (%)	1.3%
Missing (%)	0.4%
Missing (n)	3

si	466
ns	177
no	18
Other values (5)	19

Toggle details

Common values
Composition

Value	Count	Frequency (%)
si	466	68.2%
ns	177	25.9%
no	18	2.6%
CPAP	12	1.8%
no con CPAD	4	0.6%
si sin CPAP	1	0.1%
si´(protesis boca para dormir)	1	0.1%
poco	1	0.1%
(Missing)	3	0.4%

Max length	30
Mean length	2.149341142
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

Sala/Ruidos
Categorical

Distinct count	40
Unique (%)	5.9%
Missing (%)	0.4%
Missing (n)	3

422	121
421	117
no	112
Other values (36)	330

Toggle details

Common values
Composition

Value	Count	Frequency (%)
422	121	17.7%
421	117	17.1%
no	112	16.4%
442	94	13.8%
nd	31	4.5%
445	27	4.0%
444	22	3.2%
443	21	3.1%
ruidos	20	2.9%
aire	20	2.9%
Other values (29)	95	13.9%

Max length	22
Mean length	3.345534407
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

Talla
Numeric

Distinct count	54
Unique (%)	7.9%
Missing (%)	0.9%
Missing (n)	6
Infinite (%)	0.0%
Infinite (n)	0

Mean	171.1447563
Minimum	-1
Maximum	199
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	154
Q1	165
Median	171
Q3	178
95-th percentile	187
Maximum	199
Range	200
Interquartile range	13

Descriptive statistics

Standard deviation	11.66138458
Coef of variation	0.06813755113
Kurtosis	69.12540354
Mean	171.1447563
MAD	7.950419895
Skewness	-4.774663959
Sum	115865
Variance	135.9878904
Memory size	5.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
170	57	8.3%
180	51	7.5%
175	35	5.1%
165	30	4.4%
168	28	4.1%
174	28	4.1%
178	26	3.8%
172	26	3.8%
173	23	3.4%
169	20	2.9%
Other values (43)	353	51.7%

Minimum 5 values

Value	Count	Frequency (%)
-1	1	0.1%
144	1	0.1%
148	2	0.3%
149	1	0.1%
150	6	0.9%

Maximum 5 values

Value	Count	Frequency (%)
199	1	0.1%
197	1	0.1%
196	1	0.1%
195	1	0.1%
194	1	0.1%

First rows

	Audio_fs_KHz	Audios_tumbado	Cansancio	Comentarios	Concentrarse	Dialecto	DIST_BARB-LOB	DIST_EXT_OJOS	Edad	Enfermedades	EPWORTH	EstHOSP	Fotos	Fumador	Gender	HiperT	IAH	IAH_Lateral	IAH_Supino	Imagen	IMC	Patient	PerCervical	PerdRespNoche	Peso	Roncador	Sala/Ruidos	Talla
0	16	si	NaN	es el Patient0002 (fotos) 3 (sentado) y 4 (tumbado) original,\n el uno era una prueba y \nse ha quitado	NaN	nd	NaN	NaN	39.0	Septo_Nasal_Desviado	NaN	NaN	si	ns	hombre	NaN	71.0	-1	-1	nd	-1.0	P0001	-1.0	NaN	82.0	ns	nd	168.0
1	16	si	NaN	Es el Patient0006 (sentado) y 7 (tumbado)	NaN	nd	NaN	NaN	56.0	nd	NaN	NaN	si	si	hombre	NaN	29.6	-1	-1	nd	-1.0	P0002	48.0	NaN	119.0	ns	nd	174.0
2	16	si	NaN	Patient 8, 9 y 10	NaN	nd	NaN	NaN	46.0	nd	NaN	NaN	si	si	hombre	NaN	56.0	-1	-1	nd	-1.0	P0003	43.0	NaN	-1.0	ns	nd	-1.0
3	16	si_codigos	NaN	Patient 13 y 14	NaN	nd	NaN	NaN	39.0	Hiperactividad_bronquial	NaN	NaN	si	no	hombre	NaN	19.7	-1	-1	nd	-1.0	P0004	42.0	NaN	78.0	ns	nd	168.0
4	16	si_codigos	NaN	Patient0015 los códigos QMH5	NaN	nd	NaN	NaN	32.0	Septo_Nasal_Desviado_Operado	NaN	NaN	si	no	hombre	NaN	9.0	-1	-1	nd	-1.0	P0005	40.0	NaN	80.0	ns	nd	173.0
5	16	si_codigos	NaN	QMH6	NaN	nd	NaN	NaN	32.0	Hipertrofia_cornetes_nasales	NaN	NaN	si	no	hombre	NaN	2.0	-1	-1	nd	-1.0	P0006	42.0	NaN	109.0	ns	nd	190.0
6	16	si_codigos	NaN	QMH7	NaN	nd	NaN	NaN	39.0	Cornetes	NaN	NaN	si	no	hombre	NaN	34.0	-1	-1	nd	-1.0	P0007	42.0	NaN	86.0	ns	nd	169.0
7	16	si_codigos	NaN	QMH8	NaN	nd	NaN	NaN	47.0	Rinitis	NaN	NaN	si	no	hombre	NaN	60.0	-1	-1	nd	-1.0	P0008	44.0	NaN	145.0	ns	nd	172.0
8	16	si_codigos	NaN	QMH9	NaN	nd	NaN	NaN	40.0	Rinitis crónica	NaN	NaN	si	no	hombre	NaN	22.0	-1	-1	nd	-1.0	P0009	42.0	NaN	72.0	ns	nd	165.0
9	16	si_codigos	NaN	QMH10	NaN	nd	NaN	NaN	28.0	no	NaN	NaN	si	no	hombre	NaN	11.0	-1	-1	nd	-1.0	P0010	38.0	NaN	80.0	ns	nd	180.0

Last rows

	Audio_fs_KHz	Audios_tumbado	Cansancio	Comentarios	Concentrarse	Dialecto	DIST_BARB-LOB	DIST_EXT_OJOS	Edad	Enfermedades	EPWORTH	EstHOSP	Fotos	Fumador	Gender	HiperT	IAH	IAH_Lateral	IAH_Supino	Imagen	IMC	Patient	PerCervical	PerdRespNoche	Peso	Roncador	Sala/Ruidos	Talla
673	55/16	NO_UNAREP	si	QMH683(patient0748)	si	Potugués	14.447	9.413	57.0	Sinusitis crónica	14	1.0	si	no	hombre	1.0	33.0	NaN	Decúbito lateral incalculable	nd	-1.0	P0674	42.0	0	90.0	si	431	179.0
674	55/16	NO_UNAREP	si	QMH684(patient0749)	si	andaluz/Málaga	12.886	9.177	49.0	Hipertensión	NaN	1.0	si	si	mujer	1.0	4.7	3	5.2	nd	-1.0	P0675	34.0	1	73.0	si	434	169.0
675	55/16	NO_UNAREP	si	QMH685(patient0750)	no	andaluz/Málaga	13.272	9.813	83.0	Hipertensión	NaN	1.0	si	no	hombre	1.0	27.9	NaN	NaN	nd	-1.0	P0676	40.0	1	75.0	si	435	171.0
676	55/16	NO_UNAREP	no	QMH686(patient0751)	no	andaluz/Málaga	13.455	9.753	64.0	Atrofia trompas nariz y faringitis en prueba	NaN	1.0	si	antiguo	mujer	0.0	36.3	37.8	NaN	nd	-1.0	P0677	39.0	1	82.0	si	436	165.0
677	55/16	NO_UNAREP	si	QMH687(patient0752) usa CPAP	no	Argentino	14.919	10.043	83.0	EPOC Hipertensión	NaN	1.0	si	antiguo	hombre	1.0	NaN	NaN	IAH residual 12 estudio hecho con CPAP	nd	-1.0	P0678	44.0	0	92.0	si	442	163.0
678	55/16	NO_UNAREP	no	QMH688(patient0753) usa CPAP	no	andaluz/Málaga	15.019	10.860	35.0	Apnea	NaN	1.0	si	no	hombre	1.0	9.2	7.3	15.9	nd	-1.0	P0679	45.0	1	105.0	si	443	180.0
679	55/16	NO_UNAREP	si	QMH689(patient0754)	no	Mezcla	14.383	10.268	50.0	no	NaN	0.0	si	no	hombre	0.0	52.2	50.3	53.4	nd	-1.0	P0680	42.0	1	90.0	si	442	180.0
680	55/16	NO_UNAREP	no	QMH690(patient0755) usa CPAP	no	andaluz/Málaga	14.35	9.181	44.0	Apnea	NaN	0.0	si	no	hombre	1.0	NaN	NaN	NO disponible	nd	-1.0	P0681	44.0	1	94.0	si	434	177.0
681	55/16	NO_UNAREP	si	QMH691(patient0756)	si	andaluz/Málaga	11.956	8.543	57.0	Lupus	NaN	1.0	si	si	mujer	0.0	5.4	este sobre todo	NaN	nd	-1.0	P0682	35.0	1	66.0	si	436	164.0
682	55/16	NO_UNAREP	no	QMH692(patient0757) FOTOS BOCA y RESPIRACIONES PRUEBAS	no	andaluz/Málaga	13.517	8.535	60.0	Costipada en prueba	NaN	NaN	si	antiguo	mujer	1.0	31.9	NaN	NaN	nd	-1.0	P0683	35.0	1	70.0	si	422	163.0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows