gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	3672
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	563.1 KiB
Average record size in memory	157.0 B

Variable types

Categorical	5
Numeric	13

Dataset

Description	한국인 성별, 연령별, 지역별, 고혈압약 복용자 포함, 복용자 제외 별 수축기/이완기 혈압 참조표준 확장불확도(조건: K =2, 신뢰수준 약 95 %) - 사용된 정보를 기초로 하여, 측정량에 대한 측정값의 분산 특성을 나타내는 음이 아닌 파라미터(측정결과의 불확도추정 및 표현을 위한 지침) - 측정의 한계에서 비롯된 측정값의 불확실한 정도 연령 : 20 ~ 75세 이상(20~24세, 25세~74세까지 2세 단위, 75세 이상 "참조표준" 이란 측정데이터 및 정보의 정확도와 신뢰도를 과학적으로 분석, 평가하여 공인된 것으로 국가사회의 모든 분야에서 널리 지속적으로 사용되거나 반복사용할 수 있도록 마련된 물리화학적 상수, 물성값, 과학기술적 통계 등을 말한다. (국가표준기본법 제3조6항) "한국인 건강지수 참조표준"이란 국가건강검진을 통해 측정, 수집한 데이터를 한국인의 특성에 맞게 지역별, 성별, 연령별로 나타낸 평균, 불확도, 분위수 < 이용시 준수사항 > - 한국인 건강지수 참조표준을 임의로 변경하거나 왜곡하지 않아야 합니다. - 데이터의 출처를 잘못 기재하지 않아야 합니다. - 관련 법률을 침해하거나 위반하지 않는 범위 내에서 활용해야 합니다. - 본 정보는 이용자에게 통보 없이 추가, 변경, 개선, 업데이트될 수 있습니다. - 국민건강보험공단은 본 정보에 포함된 오류, 누락 등 정보의 품질 또는 정보의 활용으로 인한 손해?손실에 대한 책임을 부담하지 않습니다. - 또한, 서비스 장애 등으로 발생한 활용자의 손해에 대한 책임을 지지 않습니다. - 국민건강보험공단은 본 정보를 매개로 제3자와 발생한 분쟁에 대하여 개입할 의무가 없음을 알려드립니다. - 본 자료의 이용에 대한 책임은 전적으로 이용자에게 있음을 알려드립니다.
Author	국민건강보험공단
URL	https://www.data.go.kr/data/15098383/fileData.do

Alerts

`측정값평균(mmHg)` is highly overall correlated with `1분위수(Percentile)` and 10 other fields	High correlation
`확장불확도(mmHg)` is highly overall correlated with `표준편차(mmHg)`	High correlation
`표준편차(mmHg)` is highly overall correlated with `확장불확도(mmHg)`	High correlation
`1분위수(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`5분위수(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`10분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`25분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`50분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`75분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`90분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 10 other fields	High correlation
`95분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 9 other fields	High correlation
`99분위(Percentile)` is highly overall correlated with `측정값평균(mmHg)` and 9 other fields	High correlation
`참조표준명` is highly overall correlated with `측정값평균(mmHg)` and 9 other fields	High correlation
`성별` is highly overall correlated with `측정값평균(mmHg)` and 7 other fields	High correlation

Reproduction

Analysis started	2023-12-12 00:29:49.101676
Analysis finished	2023-12-12 00:30:09.021187
Duration	19.92 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

참조표준명
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.8 KiB

수축기	1836
이완기	1836

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	수축기
2nd row	수축기
3rd row	수축기
4th row	수축기
5th row	수축기

Common Values

Value	Count	Frequency (%)
수축기	1836	50.0%
이완기	1836	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
수축기	1836	50.0%
이완기	1836	50.0%

지역
Categorical

Distinct	17
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	28.8 KiB

전국	216
서울	216
부산	216
대구	216
인천	216
Other values (12)	2592

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	전국
2nd row	전국
3rd row	전국
4th row	전국
5th row	전국

Common Values

Value	Count	Frequency (%)
전국	216	5.9%
서울	216	5.9%
부산	216	5.9%
대구	216	5.9%
인천	216	5.9%
광주	216	5.9%
대전	216	5.9%
울산	216	5.9%
경기	216	5.9%
강원	216	5.9%
Other values (7)	1512	41.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전국	216	5.9%
강원	216	5.9%
경남	216	5.9%
경북	216	5.9%
전남	216	5.9%
전북	216	5.9%
충남	216	5.9%
충북	216	5.9%
경기	216	5.9%
서울	216	5.9%
Other values (7)	1512	41.2%

성별
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.8 KiB

남성	1836
여성	1836

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	남성
2nd row	남성
3rd row	남성
4th row	남성
5th row	남성

Common Values

Value	Count	Frequency (%)
남성	1836	50.0%
여성	1836	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
남성	1836	50.0%
여성	1836	50.0%

나이(세)
Categorical

Distinct	27
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	28.8 KiB

20~24세	136
25~26세	136
27~28세	136
29~30세	136
31~32세	136
Other values (22)	2992

Length

Max length	6
Median length	6
Mean length	5.962963
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20~24세
2nd row	25~26세
3rd row	27~28세
4th row	29~30세
5th row	31~32세

Common Values

Value	Count	Frequency (%)
20~24세	136	3.7%
25~26세	136	3.7%
27~28세	136	3.7%
29~30세	136	3.7%
31~32세	136	3.7%
33~34세	136	3.7%
35~36세	136	3.7%
37~38세	136	3.7%
39~40세	136	3.7%
41~42세	136	3.7%
Other values (17)	2312	63.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20~24세	136	3.7%
51~52세	136	3.7%
73~74세	136	3.7%
71~72세	136	3.7%
69~70세	136	3.7%
67~68세	136	3.7%
65~66세	136	3.7%
63~64세	136	3.7%
61~62세	136	3.7%
59~60세	136	3.7%
Other values (17)	2312	63.0%

고혈압약복용자포함여부
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.8 KiB

포함	1836
제외	1836

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	포함
2nd row	포함
3rd row	포함
4th row	포함
5th row	포함

Common Values

Value	Count	Frequency (%)
포함	1836	50.0%
제외	1836	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
포함	1836	50.0%
제외	1836	50.0%

측정값평균(mmHg)
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.248911

Minimum	68
Maximum	136
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	68
5-th percentile	70
Q1	75
median	96
Q3	123
95-th percentile	128
Maximum	136
Range	68
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	23.703152
Coefficient of variation (CV)	0.24125613
Kurtosis	-1.8651602
Mean	98.248911
Median Absolute Deviation (MAD)	23
Skewness	0.055065433
Sum	360770
Variance	561.83942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
76	234	6.4%
75	215	5.9%
74	213	5.8%
77	204	5.6%
78	197	5.4%
123	197	5.4%
124	169	4.6%
73	148	4.0%
122	145	3.9%
79	144	3.9%
Other values (32)	1806	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68	16	0.4%
69	97	2.6%
70	106	2.9%
71	74	2.0%
72	96	2.6%
73	148	4.0%
74	213	5.8%
75	215	5.9%
76	234	6.4%
77	204	5.6%

Value	Count	Frequency (%)
136	2	0.1%
135	2	0.1%
134	4	0.1%
133	9	0.2%
132	26	0.7%
131	27	0.7%
130	43	1.2%
129	43	1.2%
128	61	1.7%
127	98	2.7%

확장불확도(mmHg)
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.787037

Minimum	26
Maximum	41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	26
5-th percentile	29
Q1	31
median	33
Q3	34
95-th percentile	37
Maximum	41
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3936641
Coefficient of variation (CV)	0.073006416
Kurtosis	-0.12762482
Mean	32.787037
Median Absolute Deviation (MAD)	2
Skewness	-0.02906397
Sum	120394
Variance	5.7296276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
33	643	17.5%
32	500	13.6%
31	493	13.4%
34	490	13.3%
35	421	11.5%
30	374	10.2%
36	280	7.6%
29	143	3.9%
37	131	3.6%
27	58	1.6%
Other values (6)	139	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26	14	0.4%
27	58	1.6%
28	51	1.4%
29	143	3.9%
30	374	10.2%
31	493	13.4%
32	500	13.6%
33	643	17.5%
34	490	13.3%
35	421	11.5%

Value	Count	Frequency (%)
41	2	0.1%
40	5	0.1%
39	17	0.5%
38	50	1.4%
37	131	3.6%
36	280	7.6%
35	421	11.5%
34	490	13.3%
33	643	17.5%
32	500	13.6%

측정수(건)
Real number (ℝ)

Distinct	1745
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21168.078

Minimum	375
Maximum	362523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	375
5-th percentile	1537.15
Q1	4639.5
median	7480
Q3	13614.5
95-th percentile	107371.3
Maximum	362523
Range	362148
Interquartile range (IQR)	8975

Descriptive statistics

Standard deviation	45056.687
Coefficient of variation (CV)	2.1285205
Kurtosis	18.009537
Mean	21168.078
Median Absolute Deviation (MAD)	3569.5
Skewness	4.1434533
Sum	77729182
Variance	2.030105 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4335	8	0.2%
7052	6	0.2%
5399	6	0.2%
4462	6	0.2%
7965	6	0.2%
3637	4	0.1%
6980	4	0.1%
5180	4	0.1%
5870	4	0.1%
9018	4	0.1%
Other values (1735)	3620	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
375	2	0.1%
425	2	0.1%
434	2	0.1%
446	2	0.1%
473	2	0.1%
511	2	0.1%
554	2	0.1%
575	2	0.1%
579	2	0.1%
592	2	0.1%

Value	Count	Frequency (%)
362523	2	0.1%
305246	2	0.1%
294895	2	0.1%
292911	2	0.1%
289316	2	0.1%
288481	2	0.1%
283850	2	0.1%
283721	2	0.1%
282902	2	0.1%
281816	2	0.1%

표준편차(mmHg)
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.963508

Minimum	8
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	8
5-th percentile	11
Q1	12
median	13
Q3	14
95-th percentile	15
Maximum	18
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5055613
Coefficient of variation (CV)	0.11613842
Kurtosis	-0.074559243
Mean	12.963508
Median Absolute Deviation (MAD)	1
Skewness	-0.10996226
Sum	47602
Variance	2.2667148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
13	961	26.2%
14	769	20.9%
12	760	20.7%
11	452	12.3%
15	441	12.0%
16	109	3.0%
10	96	2.6%
9	60	1.6%
17	20	0.5%
18	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	2	0.1%
9	60	1.6%
10	96	2.6%
11	452	12.3%
12	760	20.7%
13	961	26.2%
14	769	20.9%
15	441	12.0%
16	109	3.0%
17	20	0.5%

Value	Count	Frequency (%)
18	2	0.1%
17	20	0.5%
16	109	3.0%
15	441	12.0%
14	769	20.9%
13	961	26.2%
12	760	20.7%
11	452	12.3%
10	96	2.6%
9	60	1.6%

1분위수(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.033769

Minimum	51
Maximum	102
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	51
5-th percentile	53
Q1	56
median	74.5
Q3	94
95-th percentile	99
Maximum	102
Range	51
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	19.292412
Coefficient of variation (CV)	0.2571164
Kurtosis	-1.9002355
Mean	75.033769
Median Absolute Deviation (MAD)	19.5
Skewness	0.02304769
Sum	275524
Variance	372.19717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
90	562	15.3%
55	256	7.0%
54	234	6.4%
60	220	6.0%
56	205	5.6%
58	201	5.5%
98	197	5.4%
53	195	5.3%
59	192	5.2%
96	178	4.8%
Other values (14)	1232	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51	15	0.4%
52	162	4.4%
53	195	5.3%
54	234	6.4%
55	256	7.0%
56	205	5.6%
57	156	4.2%
58	201	5.5%
59	192	5.2%
60	220	6.0%

Value	Count	Frequency (%)
102	2	0.1%
101	2	0.1%
100	117	3.2%
99	87	2.4%
98	197	5.4%
97	162	4.4%
96	178	4.8%
95	146	4.0%
94	132	3.6%
93	56	1.5%

5분위수(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	31
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.735022

Minimum	56
Maximum	110
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	56
5-th percentile	58
Q1	60
median	78.5
Q3	101
95-th percentile	106
Maximum	110
Range	54
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	20.487661
Coefficient of variation (CV)	0.25376424
Kurtosis	-1.9080787
Mean	80.735022
Median Absolute Deviation (MAD)	18.5
Skewness	0.051144031
Sum	296459
Variance	419.74426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
60	828	22.5%
100	307	8.4%
62	220	6.0%
104	206	5.6%
61	170	4.6%
102	165	4.5%
59	161	4.4%
63	154	4.2%
103	136	3.7%
105	126	3.4%
Other values (21)	1199	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
56	16	0.4%
57	59	1.6%
58	113	3.1%
59	161	4.4%
60	828	22.5%
61	170	4.6%
62	220	6.0%
63	154	4.2%
64	98	2.7%
65	13	0.4%

Value	Count	Frequency (%)
110	12	0.3%
109	17	0.5%
108	58	1.6%
107	60	1.6%
106	118	3.2%
105	126	3.4%
104	206	5.6%
103	136	3.7%
102	165	4.5%
101	79	2.2%

10분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	32
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.566721

Minimum	59
Maximum	115
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	59
5-th percentile	60
Q1	63
median	83
Q3	108
95-th percentile	110
Maximum	115
Range	56
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	21.569079
Coefficient of variation (CV)	0.25505399
Kurtosis	-1.8903751
Mean	84.566721
Median Absolute Deviation (MAD)	21
Skewness	0.041651879
Sum	310529
Variance	465.22518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
60	456	12.4%
110	449	12.2%
100	261	7.1%
108	218	5.9%
65	206	5.6%
62	202	5.5%
64	196	5.3%
109	179	4.9%
66	165	4.5%
63	165	4.5%
Other values (22)	1175	32.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
59	10	0.3%
60	456	12.4%
61	131	3.6%
62	202	5.5%
63	165	4.5%
64	196	5.3%
65	206	5.6%
66	165	4.5%
67	157	4.3%
68	132	3.6%

Value	Count	Frequency (%)
115	2	0.1%
114	10	0.3%
113	15	0.4%
112	50	1.4%
111	36	1.0%
110	449	12.2%
109	179	4.9%
108	218	5.9%
107	84	2.3%
106	90	2.5%

25분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	38
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.6378

Minimum	61
Maximum	125
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	61
5-th percentile	64
Q1	70
median	88.5
Q3	114
95-th percentile	119
Maximum	125
Range	64
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	22.474843
Coefficient of variation (CV)	0.24796325
Kurtosis	-1.868655
Mean	90.6378
Median Absolute Deviation (MAD)	21.5
Skewness	0.050661658
Sum	332822
Variance	505.11857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
70	629	17.1%
116	183	5.0%
118	182	5.0%
68	179	4.9%
115	170	4.6%
114	165	4.5%
110	158	4.3%
72	147	4.0%
69	130	3.5%
71	121	3.3%
Other values (28)	1608	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
61	5	0.1%
62	51	1.4%
63	115	3.1%
64	103	2.8%
65	77	2.1%
66	87	2.4%
67	92	2.5%
68	179	4.9%
69	130	3.5%
70	629	17.1%

Value	Count	Frequency (%)
125	1	< 0.1%
124	4	0.1%
122	20	0.5%
121	16	0.4%
120	89	2.4%
119	62	1.7%
118	182	5.0%
117	100	2.7%
116	183	5.0%
115	170	4.6%

50분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	41
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.911492

Minimum	68
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	68
5-th percentile	70
Q1	75
median	96
Q3	121
95-th percentile	129
Maximum	135
Range	67
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	23.474905
Coefficient of variation (CV)	0.23975638
Kurtosis	-1.8394773
Mean	97.911492
Median Absolute Deviation (MAD)	23
Skewness	0.061370625
Sum	359531
Variance	551.07116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
78	304	8.3%
120	254	6.9%
70	227	6.2%
76	186	5.1%
74	186	5.1%
80	148	4.0%
75	147	4.0%
122	141	3.8%
110	134	3.6%
77	133	3.6%
Other values (31)	1812	49.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68	23	0.6%
69	70	1.9%
70	227	6.2%
71	67	1.8%
72	106	2.9%
73	115	3.1%
74	186	5.1%
75	147	4.0%
76	186	5.1%
77	133	3.6%

Value	Count	Frequency (%)
135	3	0.1%
134	1	< 0.1%
133	8	0.2%
132	24	0.7%
131	16	0.4%
130	95	2.6%
129	38	1.0%
128	88	2.4%
127	62	1.7%
126	102	2.8%

75분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	47
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.32516

Minimum	73
Maximum	148
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	73
5-th percentile	76
Q1	80
median	102.5
Q3	130
95-th percentile	138
Maximum	148
Range	75
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	25.026413
Coefficient of variation (CV)	0.23761096
Kurtosis	-1.8544468
Mean	105.32516
Median Absolute Deviation (MAD)	23.5
Skewness	0.067132556
Sum	386754
Variance	626.32137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
80	522	14.2%
130	333	9.1%
84	193	5.3%
82	182	5.0%
132	145	3.9%
81	137	3.7%
83	123	3.3%
85	121	3.3%
135	111	3.0%
134	110	3.0%
Other values (37)	1695	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73	13	0.4%
74	53	1.4%
75	81	2.2%
76	86	2.3%
77	35	1.0%
78	98	2.7%
79	71	1.9%
80	522	14.2%
81	137	3.7%
82	182	5.0%

Value	Count	Frequency (%)
148	1	< 0.1%
146	1	< 0.1%
145	3	0.1%
144	1	< 0.1%
143	5	0.1%
142	11	0.3%
141	16	0.4%
140	50	1.4%
139	39	1.1%
138	67	1.8%

90분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	56
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.13943

Minimum	79
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	79
5-th percentile	81
Q1	88
median	109
Q3	138
95-th percentile	147
Maximum	160
Range	81
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	26.188661
Coefficient of variation (CV)	0.23353659
Kurtosis	-1.8376927
Mean	112.13943
Median Absolute Deviation (MAD)	25
Skewness	0.072309813
Sum	411776
Variance	685.84598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	319	8.7%
138	295	8.0%
89	292	8.0%
90	228	6.2%
139	205	5.6%
85	177	4.8%
86	174	4.7%
140	171	4.7%
80	142	3.9%
84	108	2.9%
Other values (46)	1561	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
79	18	0.5%
80	142	3.9%
81	58	1.6%
82	81	2.2%
83	52	1.4%
84	108	2.9%
85	177	4.8%
86	174	4.7%
87	100	2.7%
88	319	8.7%

Value	Count	Frequency (%)
160	1	< 0.1%
158	1	< 0.1%
157	1	< 0.1%
156	2	0.1%
155	5	0.1%
154	3	0.1%
153	8	0.2%
152	12	0.3%
151	16	0.4%
150	64	1.7%

95분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	60
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.71678

Minimum	80
Maximum	168
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	80
5-th percentile	85
Q1	90
median	114.5
Q3	143
95-th percentile	153
Maximum	168
Range	88
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	27.253691
Coefficient of variation (CV)	0.23350278
Kurtosis	-1.8088494
Mean	116.71678
Median Absolute Deviation (MAD)	25.5
Skewness	0.085575356
Sum	428584
Variance	742.76367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	363	9.9%
89	238	6.5%
88	216	5.9%
150	164	4.5%
139	156	4.2%
140	139	3.8%
92	125	3.4%
138	118	3.2%
94	111	3.0%
93	104	2.8%
Other values (50)	1938	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	14	0.4%
81	7	0.2%
82	27	0.7%
83	33	0.9%
84	62	1.7%
85	64	1.7%
86	84	2.3%
87	43	1.2%
88	216	5.9%
89	238	6.5%

Value	Count	Frequency (%)
168	1	< 0.1%
166	1	< 0.1%
163	2	0.1%
162	3	0.1%
161	2	0.1%
160	23	0.6%
159	8	0.2%
158	27	0.7%
157	16	0.4%
156	25	0.7%

99분위(Percentile)
Real number (ℝ)

HIGH CORRELATION

Distinct	75
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.89542

Minimum	87
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	87
5-th percentile	92
Q1	100
median	125
Q3	158
95-th percentile	168
Maximum	186
Range	99
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	29.706518
Coefficient of variation (CV)	0.23227194
Kurtosis	-1.7831645
Mean	127.89542
Median Absolute Deviation (MAD)	28
Skewness	0.090789458
Sum	469632
Variance	882.47721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	535	14.6%
160	278	7.6%
150	128	3.5%
102	125	3.4%
98	123	3.3%
96	109	3.0%
156	99	2.7%
158	96	2.6%
97	87	2.4%
101	80	2.2%
Other values (65)	2012	54.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
87	1	< 0.1%
88	21	0.6%
89	66	1.8%
90	73	2.0%
91	16	0.4%
92	57	1.6%
93	26	0.7%
94	46	1.3%
95	47	1.3%
96	109	3.0%

Value	Count	Frequency (%)
186	1	< 0.1%
184	1	< 0.1%
181	1	< 0.1%
179	3	0.1%
178	5	0.1%
177	5	0.1%
176	8	0.2%
175	6	0.2%
174	9	0.2%
173	8	0.2%

Heatmap
Table

	참조표준명	지역	성별	나이(세)	고혈압약복용자포함여부	측정값평균(mmHg)	확장불확도(mmHg)	측정수(건)	표준편차(mmHg)	1분위수(Percentile)	5분위수(Percentile)	10분위(Percentile)	25분위(Percentile)	50분위(Percentile)	75분위(Percentile)	90분위(Percentile)	95분위(Percentile)	99분위(Percentile)
참조표준명	1.000	0.000	0.000	0.000	0.000	1.000	0.292	0.000	0.192	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
지역	0.000	1.000	0.000	0.000	0.000	0.246	0.557	0.721	0.534	0.243	0.372	0.281	0.278	0.253	0.340	0.243	0.290	0.272
성별	0.000	0.000	1.000	0.000	0.000	0.553	0.257	0.024	0.285	0.596	0.813	0.874	0.590	0.545	0.694	0.679	0.567	0.429
나이(세)	0.000	0.000	0.000	1.000	0.000	0.540	0.686	0.234	0.699	0.378	0.431	0.478	0.541	0.546	0.542	0.559	0.601	0.621
고혈압약복용자포함여부	0.000	0.000	0.000	0.000	1.000	0.214	0.509	0.159	0.494	0.093	0.219	0.248	0.176	0.200	0.289	0.372	0.337	0.293
측정값평균(mmHg)	1.000	0.246	0.553	0.540	0.214	1.000	0.528	0.063	0.475	0.817	0.824	0.840	0.978	0.994	0.904	0.884	0.871	0.859
확장불확도(mmHg)	0.292	0.557	0.257	0.686	0.509	0.528	1.000	0.203	0.976	0.418	0.374	0.401	0.485	0.522	0.545	0.613	0.661	0.659
측정수(건)	0.000	0.721	0.024	0.234	0.159	0.063	0.203	1.000	0.204	0.040	0.064	0.081	0.068	0.081	0.055	0.112	0.150	0.127
표준편차(mmHg)	0.192	0.534	0.285	0.699	0.494	0.475	0.976	0.204	1.000	0.394	0.333	0.376	0.460	0.480	0.517	0.577	0.629	0.627
1분위수(Percentile)	1.000	0.243	0.596	0.378	0.093	0.817	0.418	0.040	0.394	1.000	0.866	0.880	0.825	0.815	0.820	0.812	0.786	0.806
5분위수(Percentile)	1.000	0.372	0.813	0.431	0.219	0.824	0.374	0.064	0.333	0.866	1.000	0.983	0.833	0.831	0.862	0.848	0.824	0.857
10분위(Percentile)	1.000	0.281	0.874	0.478	0.248	0.840	0.401	0.081	0.376	0.880	0.983	1.000	0.853	0.848	0.891	0.872	0.841	0.868
25분위(Percentile)	1.000	0.278	0.590	0.541	0.176	0.978	0.485	0.068	0.460	0.825	0.833	0.853	1.000	0.978	0.868	0.872	0.881	0.853
50분위(Percentile)	1.000	0.253	0.545	0.546	0.200	0.994	0.522	0.081	0.480	0.815	0.831	0.848	0.978	1.000	0.888	0.913	0.875	0.863
75분위(Percentile)	1.000	0.340	0.694	0.542	0.289	0.904	0.545	0.055	0.517	0.820	0.862	0.891	0.868	0.888	1.000	0.982	0.965	0.850
90분위(Percentile)	1.000	0.243	0.679	0.559	0.372	0.884	0.613	0.112	0.577	0.812	0.848	0.872	0.872	0.913	0.982	1.000	0.984	0.876
95분위(Percentile)	1.000	0.290	0.567	0.601	0.337	0.871	0.661	0.150	0.629	0.786	0.824	0.841	0.881	0.875	0.965	0.984	1.000	0.928
99분위(Percentile)	1.000	0.272	0.429	0.621	0.293	0.859	0.659	0.127	0.627	0.806	0.857	0.868	0.853	0.863	0.850	0.876	0.928	1.000

Heatmap
Table

	나이(세)	성별	고혈압약복용자포함여부	참조표준명	지역
나이(세)	1.000	0.000	0.000	0.000	0.000
성별	0.000	1.000	0.000	0.000	0.000
고혈압약복용자포함여부	0.000	0.000	1.000	0.000	0.000
참조표준명	0.000	0.000	0.000	1.000	0.000
지역	0.000	0.000	0.000	0.000	1.000

Heatmap
Table

	측정값평균(mmHg)	확장불확도(mmHg)	측정수(건)	표준편차(mmHg)	1분위수(Percentile)	5분위수(Percentile)	10분위(Percentile)	25분위(Percentile)	50분위(Percentile)	75분위(Percentile)	90분위(Percentile)	95분위(Percentile)	99분위(Percentile)	참조표준명	지역	성별	나이(세)	고혈압약복용자포함여부
측정값평균(mmHg)	1.000	0.389	0.004	0.296	0.947	0.976	0.985	0.992	0.996	0.993	0.988	0.983	0.971	0.999	0.113	0.594	0.258	0.229
확장불확도(mmHg)	0.389	1.000	0.043	0.965	0.205	0.287	0.293	0.347	0.378	0.403	0.447	0.460	0.434	0.227	0.235	0.223	0.325	0.383
측정수(건)	0.004	0.043	1.000	0.037	0.001	0.003	-0.002	-0.012	-0.006	-0.002	0.013	0.025	0.039	0.000	0.381	0.018	0.086	0.122
표준편차(mmHg)	0.296	0.965	0.037	1.000	0.113	0.193	0.201	0.255	0.286	0.310	0.354	0.366	0.339	0.147	0.242	0.219	0.343	0.381
1분위수(Percentile)	0.947	0.205	0.001	0.113	1.000	0.969	0.971	0.957	0.944	0.931	0.916	0.907	0.902	1.000	0.127	0.719	0.192	0.114
5분위수(Percentile)	0.976	0.287	0.003	0.193	0.969	1.000	0.982	0.979	0.974	0.968	0.954	0.949	0.940	0.999	0.185	0.617	0.204	0.157
10분위(Percentile)	0.985	0.293	-0.002	0.201	0.971	0.982	1.000	0.987	0.983	0.975	0.963	0.956	0.946	0.999	0.136	0.685	0.232	0.179
25분위(Percentile)	0.992	0.347	-0.012	0.255	0.957	0.979	0.987	1.000	0.991	0.985	0.976	0.969	0.957	0.999	0.129	0.634	0.259	0.188
50분위(Percentile)	0.996	0.378	-0.006	0.286	0.944	0.974	0.983	0.991	1.000	0.992	0.987	0.980	0.967	0.999	0.117	0.585	0.262	0.214
75분위(Percentile)	0.993	0.403	-0.002	0.310	0.931	0.968	0.975	0.985	0.992	1.000	0.991	0.987	0.973	0.999	0.145	0.529	0.270	0.214
90분위(Percentile)	0.988	0.447	0.013	0.354	0.916	0.954	0.963	0.976	0.987	0.991	1.000	0.993	0.981	0.999	0.104	0.516	0.261	0.279
95분위(Percentile)	0.983	0.460	0.025	0.366	0.907	0.949	0.956	0.969	0.980	0.987	0.993	1.000	0.987	0.999	0.126	0.428	0.288	0.253
99분위(Percentile)	0.971	0.434	0.039	0.339	0.902	0.940	0.946	0.957	0.967	0.973	0.981	0.987	1.000	0.999	0.112	0.429	0.256	0.292
참조표준명	0.999	0.227	0.000	0.147	1.000	0.999	0.999	0.999	0.999	0.999	0.999	0.999	0.999	1.000	0.000	0.000	0.000	0.000
지역	0.113	0.235	0.381	0.242	0.127	0.185	0.136	0.129	0.117	0.145	0.104	0.126	0.112	0.000	1.000	0.000	0.000	0.000
성별	0.594	0.223	0.018	0.219	0.719	0.617	0.685	0.634	0.585	0.529	0.516	0.428	0.429	0.000	0.000	1.000	0.000	0.000
나이(세)	0.258	0.325	0.086	0.343	0.192	0.204	0.232	0.259	0.262	0.270	0.261	0.288	0.256	0.000	0.000	0.000	1.000	0.000
고혈압약복용자포함여부	0.229	0.383	0.122	0.381	0.114	0.157	0.179	0.188	0.214	0.214	0.279	0.253	0.292	0.000	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	참조표준명	지역	성별	나이(세)	고혈압약복용자포함여부	측정값평균(mmHg)	확장불확도(mmHg)	측정수(건)	표준편차(mmHg)	1분위수(Percentile)	5분위수(Percentile)	10분위(Percentile)	25분위(Percentile)	50분위(Percentile)	75분위(Percentile)	90분위(Percentile)	95분위(Percentile)	99분위(Percentile)
0	수축기	전국	남성	20~24세	포함	120	31	140380	12	95	100	106	111	119	128	135	139	150
1	수축기	전국	남성	25~26세	포함	121	31	139040	12	96	102	108	113	120	130	136	139	152
2	수축기	전국	남성	27~28세	포함	122	31	182758	12	97	103	108	114	120	130	137	139	153
3	수축기	전국	남성	29~30세	포함	122	32	194011	12	98	103	109	114	120	130	138	140	155
4	수축기	전국	남성	31~32세	포함	123	32	200275	12	98	104	109	115	121	130	138	142	158
5	수축기	전국	남성	33~34세	포함	123	32	213239	12	98	104	110	115	122	130	138	143	159
6	수축기	전국	남성	35~36세	포함	124	33	239209	13	98	105	110	116	122	131	138	144	160
7	수축기	전국	남성	37~38세	포함	124	33	260145	13	99	105	110	116	123	132	139	145	160
8	수축기	전국	남성	39~40세	포함	124	33	292911	13	98	104	110	116	123	132	139	146	160
9	수축기	전국	남성	41~42세	포함	124	33	264733	13	98	104	110	116	123	132	139	146	160

	참조표준명	지역	성별	나이(세)	고혈압약복용자포함여부	측정값평균(mmHg)	확장불확도(mmHg)	측정수(건)	표준편차(mmHg)	1분위수(Percentile)	5분위수(Percentile)	10분위(Percentile)	25분위(Percentile)	50분위(Percentile)	75분위(Percentile)	90분위(Percentile)	95분위(Percentile)	99분위(Percentile)
3662	이완기	제주	여성	57~58세	제외	74	34	2121	14	54	60	62	68	74	81	87	90	99
3663	이완기	제주	여성	59~60세	제외	75	34	1906	14	55	60	63	68	75	82	87	90	98
3664	이완기	제주	여성	61~62세	제외	75	36	1608	15	55	60	62	68	74	81	87	90	98
3665	이완기	제주	여성	63~64세	제외	75	34	1404	14	55	60	62	68	75	81	87	89	98
3666	이완기	제주	여성	65~66세	제외	75	34	946	14	56	60	62	68	75	82	87	90	97
3667	이완기	제주	여성	67~68세	제외	75	34	825	14	56	61	63	69	75	80	86	90	98
3668	이완기	제주	여성	69~70세	제외	75	34	677	14	57	60	63	69	75	81	87	90	99
3669	이완기	제주	여성	71~72세	제외	75	36	592	15	54	60	62	68	74	81	87	90	98
3670	이완기	제주	여성	73~74세	제외	75	33	425	14	57	60	64	70	74	80	85	88	96
3671	이완기	제주	여성	75세이상	제외	74	35	1261	15	52	60	60	69	74	80	86	90	95

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample