gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	1195
Missing cells	17738
Missing cells (%)	36.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	407.4 KiB
Average record size in memory	349.1 B

Variable types

Categorical	12
Text	9
DateTime	6
Unsupported	9
Numeric	5

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),의료기관종별명,의료인수,입원실수,병상수,총면적,진료과목내용,진료과목내용명,지정취소일자,완화의료지정형태,완화의료담당부서명,구급차특수,구급차일반,총인원,구조사수,허가병상수,최초지정일자
Author	중구
URL	https://data.seoul.go.kr/dataList/OA-16215/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (53.3%)	Imbalance
`영업상태명` is highly imbalanced (53.3%)	Imbalance
`상세영업상태코드` is highly imbalanced (53.3%)	Imbalance
`상세영업상태명` is highly imbalanced (53.3%)	Imbalance
`입원실수` is highly imbalanced (58.7%)	Imbalance
`인허가취소일자` has 1195 (100.0%) missing values	Missing
`폐업일자` has 578 (48.4%) missing values	Missing
`휴업시작일자` has 1175 (98.3%) missing values	Missing
`휴업종료일자` has 1175 (98.3%) missing values	Missing
`재개업일자` has 1195 (100.0%) missing values	Missing
`전화번호` has 30 (2.5%) missing values	Missing
`소재지면적` has 1195 (100.0%) missing values	Missing
`소재지우편번호` has 473 (39.6%) missing values	Missing
`지번주소` has 30 (2.5%) missing values	Missing
`도로명주소` has 338 (28.3%) missing values	Missing
`도로명우편번호` has 356 (29.8%) missing values	Missing
`좌표정보(X)` has 339 (28.4%) missing values	Missing
`좌표정보(Y)` has 339 (28.4%) missing values	Missing
`의료인수` has 430 (36.0%) missing values	Missing
`병상수` has 430 (36.0%) missing values	Missing
`총면적` has 430 (36.0%) missing values	Missing
`진료과목내용` has 430 (36.0%) missing values	Missing
`진료과목내용명` has 430 (36.0%) missing values	Missing
`지정취소일자` has 1195 (100.0%) missing values	Missing
`완화의료지정형태` has 1195 (100.0%) missing values	Missing
`완화의료담당부서명` has 1195 (100.0%) missing values	Missing
`총인원` has 1195 (100.0%) missing values	Missing
`구조사수` has 1195 (100.0%) missing values	Missing
`최초지정일자` has 1195 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`지정취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료지정형태` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료담당부서명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`구조사수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최초지정일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의료인수` has 199 (16.7%) zeros	Zeros
`병상수` has 747 (62.5%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 01:33:24.447595
Analysis finished	2024-05-11 01:33:28.200733
Duration	3.75 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

3010000	1195

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3010000
2nd row	3010000
3rd row	3010000
4th row	3010000
5th row	3010000

Common Values

Value	Count	Frequency (%)
3010000	1195	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3010000	1195	100.0%

관리번호
Text

UNIQUE

Distinct	1195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	29875
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1195 ?
Unique (%)	100.0%

Sample

1st row	PHMA119643010033041100001
2nd row	PHMA119643010033041100002
3rd row	PHMA119653010033041100001
4th row	PHMA119653010033041100002
5th row	PHMA119653010033041100003

Value	Count	Frequency (%)
phma119643010033041100001	1	0.1%
phma120113010033041100009	1	0.1%
phma120113010033041100007	1	0.1%
phma120113010033041100006	1	0.1%
phma120113010033041100005	1	0.1%
phma120113010033041100003	1	0.1%
phma120113010033041100002	1	0.1%
phma120113010033041100001	1	0.1%
phma120103010033041100054	1	0.1%
phma120103010033041100053	1	0.1%
Other values (1185)	1185	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	10413	34.9%
1	5935	19.9%
3	3967	13.3%
4	1521	5.1%
2	1518	5.1%
P	1195	4.0%
H	1195	4.0%
M	1195	4.0%
A	1195	4.0%
9	608	2.0%
Other values (4)	1133	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25095	84.0%
Uppercase Letter	4780	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10413	41.5%
1	5935	23.7%
3	3967	15.8%
4	1521	6.1%
2	1518	6.0%
9	608	2.4%
5	310	1.2%
6	286	1.1%
7	283	1.1%
8	254	1.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1195	25.0%
H	1195	25.0%
M	1195	25.0%
A	1195	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25095	84.0%
Latin	4780	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10413	41.5%
1	5935	23.7%
3	3967	15.8%
4	1521	6.1%
2	1518	6.0%
9	608	2.4%
5	310	1.2%
6	286	1.1%
7	283	1.1%
8	254	1.0%

Latin

Value	Count	Frequency (%)
P	1195	25.0%
H	1195	25.0%
M	1195	25.0%
A	1195	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29875	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10413	34.9%
1	5935	19.9%
3	3967	13.3%
4	1521	5.1%
2	1518	5.1%
P	1195	4.0%
H	1195	4.0%
M	1195	4.0%
A	1195	4.0%
9	608	2.0%
Other values (4)	1133	3.8%

인허가일자
Date

Distinct	1070
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Minimum	1964-06-07 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

3	612
1	571
4	5
2	5
5	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	612	51.2%
1	571	47.8%
4	5	0.4%
2	5	0.4%
5	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	612	51.2%
1	571	47.8%
4	5	0.4%
2	5	0.4%
5	2	0.2%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

폐업	612
영업/정상	571
취소/말소/만료/정지/중지	5
휴업	5
제외/삭제/전출	2

Length

Max length	14
Median length	2
Mean length	3.4937238
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	612	51.2%
영업/정상	571	47.8%
취소/말소/만료/정지/중지	5	0.4%
휴업	5	0.4%
제외/삭제/전출	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	612	51.2%
영업/정상	571	47.8%
취소/말소/만료/정지/중지	5	0.4%
휴업	5	0.4%
제외/삭제/전출	2	0.2%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

3	612
13	571
24	5
2	5
15	2

Length

Max length	2
Median length	1
Mean length	1.483682
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	612	51.2%
13	571	47.8%
24	5	0.4%
2	5	0.4%
15	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	612	51.2%
13	571	47.8%
24	5	0.4%
2	5	0.4%
15	2	0.2%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

폐업	612
영업중	571
직권폐업	5
휴업	5
전출	2

Length

Max length	4
Median length	2
Mean length	2.4861925
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	612	51.2%
영업중	571	47.8%
직권폐업	5	0.4%
휴업	5	0.4%
전출	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	612	51.2%
영업중	571	47.8%
직권폐업	5	0.4%
휴업	5	0.4%
전출	2	0.2%

폐업일자
Date

MISSING

Distinct	561
Distinct (%)	90.9%
Missing	578
Missing (%)	48.4%
Memory size	9.5 KiB

Minimum	1998-12-04 00:00:00
Maximum	2067-06-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	20
Distinct (%)	100.0%
Missing	1175
Missing (%)	98.3%
Memory size	9.5 KiB

Minimum	2008-08-08 00:00:00
Maximum	2024-03-26 00:00:00

Histogram

Histogram with fixed size bins (bins=20)

휴업종료일자
Date

MISSING

Distinct	20
Distinct (%)	100.0%
Missing	1175
Missing (%)	98.3%
Memory size	9.5 KiB

Minimum	2008-12-31 00:00:00
Maximum	2028-11-23 00:00:00

Histogram

Histogram with fixed size bins (bins=20)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

전화번호
Text

MISSING

Distinct	1085
Distinct (%)	93.1%
Missing	30
Missing (%)	2.5%
Memory size	9.5 KiB

Length

Max length	19
Median length	18
Mean length	9.7321888
Min length	8

Characters and Unicode

Total characters	11338
Distinct characters	15
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1019 ?
Unique (%)	87.5%

Sample

1st row	2252-4027
2nd row	268-0300
3rd row	752-8471
4th row	752-3398
5th row	752-0017

Value	Count	Frequency (%)
2268-3174	5	0.4%
757-7906	4	0.3%
2231-2121	4	0.3%
2268-7582	3	0.3%
02-318-8803	3	0.3%
02-757-7582	3	0.3%
757-7582	3	0.3%
2235-3300	3	0.3%
2278-1963	3	0.3%
755-0882	3	0.3%
Other values (1074)	1131	97.1%

Most occurring characters

Value	Count	Frequency (%)
2	2317	20.4%
-	1538	13.6%
7	1479	13.0%
0	1166	10.3%
5	1026	9.0%
3	962	8.5%
8	830	7.3%
1	589	5.2%
6	566	5.0%
9	457	4.0%
Other values (5)	408	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9792	86.4%
Dash Punctuation	1538	13.6%
Other Punctuation	4	< 0.1%
Math Symbol	2	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2317	23.7%
7	1479	15.1%
0	1166	11.9%
5	1026	10.5%
3	962	9.8%
8	830	8.5%
1	589	6.0%
6	566	5.8%
9	457	4.7%
4	400	4.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1538	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11338	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2317	20.4%
-	1538	13.6%
7	1479	13.0%
0	1166	10.3%
5	1026	9.0%
3	962	8.5%
8	830	7.3%
1	589	5.2%
6	566	5.0%
9	457	4.0%
Other values (5)	408	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11338	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2317	20.4%
-	1538	13.6%
7	1479	13.0%
0	1166	10.3%
5	1026	9.0%
3	962	8.5%
8	830	7.3%
1	589	5.2%
6	566	5.0%
9	457	4.0%
Other values (5)	408	3.6%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

소재지우편번호
Text

MISSING

Distinct	297
Distinct (%)	41.1%
Missing	473
Missing (%)	39.6%
Memory size	9.5 KiB

Length

Max length	7
Median length	6
Mean length	4.8213296
Min length	3

Characters and Unicode

Total characters	3481
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	155 ?
Unique (%)	21.5%

Sample

1st row	880
2nd row	100851
3rd row	100053
4th row	876
5th row	080

Value	Count	Frequency (%)
100861	15	2.1%
810	12	1.7%
100819	12	1.7%
845	12	1.7%
011	11	1.5%
100810	10	1.4%
100021	10	1.4%
100272	10	1.4%
819	10	1.4%
021	10	1.4%
Other values (287)	610	84.5%

Most occurring characters

Value	Count	Frequency (%)
0	1170	33.6%
1	729	20.9%
8	447	12.8%
4	223	6.4%
2	178	5.1%
7	170	4.9%
5	134	3.8%
3	129	3.7%
9	119	3.4%
6	115	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3414	98.1%
Dash Punctuation	67	1.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1170	34.3%
1	729	21.4%
8	447	13.1%
4	223	6.5%
2	178	5.2%
7	170	5.0%
5	134	3.9%
3	129	3.8%
9	119	3.5%
6	115	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	67	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3481	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1170	33.6%
1	729	20.9%
8	447	12.8%
4	223	6.4%
2	178	5.1%
7	170	4.9%
5	134	3.8%
3	129	3.7%
9	119	3.4%
6	115	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3481	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1170	33.6%
1	729	20.9%
8	447	12.8%
4	223	6.4%
2	178	5.1%
7	170	4.9%
5	134	3.8%
3	129	3.7%
9	119	3.4%
6	115	3.3%

지번주소
Text

MISSING

Distinct	1071
Distinct (%)	91.9%
Missing	30
Missing (%)	2.5%
Memory size	9.5 KiB

Length

Max length	61
Median length	40
Mean length	23.361373
Min length	6

Characters and Unicode

Total characters	27216
Distinct characters	328
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	994 ?
Unique (%)	85.3%

Sample

1st row	흥인동 109
2nd row	서울특별시 중구 을지로6가 18번지 16호
3rd row	서울특별시 중구 4번지 5호
4th row	회현동2가 6-11
5th row	북창동 12-1

Value	Count	Frequency (%)
중구	859	14.9%
서울특별시	858	14.9%
신당동	164	2.8%
2층	148	2.6%
3층	106	1.8%
충무로2가	61	1.1%
1호	60	1.0%
4층	59	1.0%
명동2가	55	1.0%
충무로1가	46	0.8%
Other values (1309)	3352	58.1%

Most occurring characters

Value	Count	Frequency (%)
	4691	17.2%
1	1295	4.8%
2	1165	4.3%
서	926	3.4%
중	889	3.3%
울	881	3.2%
3	878	3.2%
시	871	3.2%
구	860	3.2%
별	859	3.2%
Other values (318)	13901	51.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15302	56.2%
Decimal Number	6162	22.6%
Space Separator	4691	17.2%
Dash Punctuation	513	1.9%
Uppercase Letter	173	0.6%
Lowercase Letter	103	0.4%
Other Punctuation	90	0.3%
Open Punctuation	82	0.3%
Close Punctuation	82	0.3%
Math Symbol	17	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	926	6.1%
중	889	5.8%
울	881	5.8%
시	871	5.7%
구	860	5.6%
별	859	5.6%
특	858	5.6%
동	796	5.2%
지	760	5.0%
층	648	4.2%
Other values (260)	6954	45.4%

Uppercase Letter

Value	Count	Frequency (%)
A	20	11.6%
J	15	8.7%
E	15	8.7%
N	14	8.1%
B	13	7.5%
C	12	6.9%
T	11	6.4%
Y	9	5.2%
K	8	4.6%
L	8	4.6%
Other values (12)	48	27.7%

Lowercase Letter

Value	Count	Frequency (%)
e	26	25.2%
a	10	9.7%
o	10	9.7%
r	9	8.7%
n	9	8.7%
t	8	7.8%
s	6	5.8%
d	4	3.9%
g	4	3.9%
u	4	3.9%
Other values (5)	13	12.6%

Decimal Number

Value	Count	Frequency (%)
1	1295	21.0%
2	1165	18.9%
3	878	14.2%
5	559	9.1%
4	510	8.3%
6	436	7.1%
0	418	6.8%
9	325	5.3%
7	292	4.7%
8	284	4.6%

Other Punctuation

Value	Count	Frequency (%)
,	83	92.2%
&	3	3.3%
.	3	3.3%
/	1	1.1%

Math Symbol

Value	Count	Frequency (%)
~	16	94.1%
∥	1	5.9%

Space Separator

Value	Count	Frequency (%)
	4691	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	513	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	82	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	82	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15302	56.2%
Common	11637	42.8%
Latin	277	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	926	6.1%
중	889	5.8%
울	881	5.8%
시	871	5.7%
구	860	5.6%
별	859	5.6%
특	858	5.6%
동	796	5.2%
지	760	5.0%
층	648	4.2%
Other values (260)	6954	45.4%

Latin

Value	Count	Frequency (%)
e	26	9.4%
A	20	7.2%
J	15	5.4%
E	15	5.4%
N	14	5.1%
B	13	4.7%
C	12	4.3%
T	11	4.0%
a	10	3.6%
o	10	3.6%
Other values (28)	131	47.3%

Common

Value	Count	Frequency (%)
	4691	40.3%
1	1295	11.1%
2	1165	10.0%
3	878	7.5%
5	559	4.8%
-	513	4.4%
4	510	4.4%
6	436	3.7%
0	418	3.6%
9	325	2.8%
Other values (10)	847	7.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15302	56.2%
ASCII	11912	43.8%
Math Operators	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4691	39.4%
1	1295	10.9%
2	1165	9.8%
3	878	7.4%
5	559	4.7%
-	513	4.3%
4	510	4.3%
6	436	3.7%
0	418	3.5%
9	325	2.7%
Other values (46)	1122	9.4%

Hangul

Value	Count	Frequency (%)
서	926	6.1%
중	889	5.8%
울	881	5.8%
시	871	5.7%
구	860	5.6%
별	859	5.6%
특	858	5.6%
동	796	5.2%
지	760	5.0%
층	648	4.2%
Other values (260)	6954	45.4%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명주소
Text

MISSING

Distinct	811
Distinct (%)	94.6%
Missing	338
Missing (%)	28.3%
Memory size	9.5 KiB

Length

Max length	64
Median length	51
Mean length	33.092182
Min length	20

Characters and Unicode

Total characters	28360
Distinct characters	336
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	773 ?
Unique (%)	90.2%

Sample

1st row	서울특별시 중구 장충단로 275 (을지로6가)
2nd row	서울특별시 중구 퇴계로16길 14-11 (회현동3가)
3rd row	서울특별시 중구 충무로 46 (초동)
4th row	서울특별시 중구 세종대로 18 (남대문로5가)
5th row	서울특별시 중구 명동길 49 (명동1가)

Value	Count	Frequency (%)
서울특별시	857	14.9%
중구	857	14.9%
신당동	173	3.0%
2층	166	2.9%
퇴계로	161	2.8%
3층	130	2.3%
다산로	85	1.5%
4층	75	1.3%
5층	59	1.0%
을지로	53	0.9%
Other values (937)	3147	54.6%

Most occurring characters

Value	Count	Frequency (%)
	4909	17.3%
,	1160	4.1%
로	1042	3.7%
서	974	3.4%
1	959	3.4%
중	890	3.1%
시	880	3.1%
울	878	3.1%
(	872	3.1%
)	872	3.1%
Other values (326)	14924	52.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15697	55.3%
Space Separator	4909	17.3%
Decimal Number	4466	15.7%
Other Punctuation	1163	4.1%
Open Punctuation	872	3.1%
Close Punctuation	872	3.1%
Uppercase Letter	166	0.6%
Lowercase Letter	103	0.4%
Dash Punctuation	85	0.3%
Math Symbol	27	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1042	6.6%
서	974	6.2%
중	890	5.7%
시	880	5.6%
울	878	5.6%
구	862	5.5%
별	859	5.5%
특	857	5.5%
동	785	5.0%
층	683	4.4%
Other values (271)	6987	44.5%

Uppercase Letter

Value	Count	Frequency (%)
A	20	12.0%
B	16	9.6%
J	16	9.6%
E	15	9.0%
N	14	8.4%
C	12	7.2%
T	9	5.4%
K	9	5.4%
Y	8	4.8%
L	7	4.2%
Other values (12)	40	24.1%

Lowercase Letter

Value	Count	Frequency (%)
e	26	25.2%
o	10	9.7%
a	10	9.7%
n	9	8.7%
r	9	8.7%
t	8	7.8%
s	6	5.8%
d	4	3.9%
g	4	3.9%
u	4	3.9%
Other values (5)	13	12.6%

Decimal Number

Value	Count	Frequency (%)
1	959	21.5%
2	859	19.2%
3	597	13.4%
4	439	9.8%
0	428	9.6%
5	312	7.0%
6	268	6.0%
7	228	5.1%
8	200	4.5%
9	176	3.9%

Other Punctuation

Value	Count	Frequency (%)
,	1160	99.7%
&	3	0.3%

Math Symbol

Value	Count	Frequency (%)
~	26	96.3%
∥	1	3.7%

Space Separator

Value	Count	Frequency (%)
	4909	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	872	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	872	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	85	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15697	55.3%
Common	12394	43.7%
Latin	269	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1042	6.6%
서	974	6.2%
중	890	5.7%
시	880	5.6%
울	878	5.6%
구	862	5.5%
별	859	5.5%
특	857	5.5%
동	785	5.0%
층	683	4.4%
Other values (271)	6987	44.5%

Latin

Value	Count	Frequency (%)
e	26	9.7%
A	20	7.4%
B	16	5.9%
J	16	5.9%
E	15	5.6%
N	14	5.2%
C	12	4.5%
o	10	3.7%
a	10	3.7%
T	9	3.3%
Other values (27)	121	45.0%

Common

Value	Count	Frequency (%)
	4909	39.6%
,	1160	9.4%
1	959	7.7%
(	872	7.0%
)	872	7.0%
2	859	6.9%
3	597	4.8%
4	439	3.5%
0	428	3.5%
5	312	2.5%
Other values (8)	987	8.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15697	55.3%
ASCII	12662	44.6%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4909	38.8%
,	1160	9.2%
1	959	7.6%
(	872	6.9%
)	872	6.9%
2	859	6.8%
3	597	4.7%
4	439	3.5%
0	428	3.4%
5	312	2.5%
Other values (44)	1255	9.9%

Hangul

Value	Count	Frequency (%)
로	1042	6.6%
서	974	6.2%
중	890	5.7%
시	880	5.6%
울	878	5.6%
구	862	5.5%
별	859	5.5%
특	857	5.5%
동	785	5.0%
층	683	4.4%
Other values (271)	6987	44.5%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

도로명우편번호
Text

MISSING

Distinct	163
Distinct (%)	19.4%
Missing	356
Missing (%)	29.8%
Memory size	9.5 KiB

Length

Max length	7
Median length	5
Mean length	5.1120381
Min length	5

Characters and Unicode

Total characters	4289
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	6.2%

Sample

1st row	100053
2nd row	100300
3rd row	04527
4th row	100021
5th row	04558

Value	Count	Frequency (%)
04536	46	5.5%
04534	27	3.2%
04537	24	2.9%
04529	23	2.7%
04597	22	2.6%
04598	20	2.4%
04578	20	2.4%
04520	19	2.3%
04514	18	2.1%
04631	18	2.1%
Other values (153)	602	71.8%

Most occurring characters

Value	Count	Frequency (%)
0	1079	25.2%
4	899	21.0%
5	770	18.0%
1	312	7.3%
6	274	6.4%
3	243	5.7%
2	195	4.5%
7	182	4.2%
8	170	4.0%
9	164	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4288	> 99.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1079	25.2%
4	899	21.0%
5	770	18.0%
1	312	7.3%
6	274	6.4%
3	243	5.7%
2	195	4.5%
7	182	4.2%
8	170	4.0%
9	164	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4289	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1079	25.2%
4	899	21.0%
5	770	18.0%
1	312	7.3%
6	274	6.4%
3	243	5.7%
2	195	4.5%
7	182	4.2%
8	170	4.0%
9	164	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4289	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1079	25.2%
4	899	21.0%
5	770	18.0%
1	312	7.3%
6	274	6.4%
3	243	5.7%
2	195	4.5%
7	182	4.2%
8	170	4.0%
9	164	3.8%

사업장명
Text

Distinct	1127
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Length

Max length	26
Median length	22
Mean length	7.3782427
Min length	3

Characters and Unicode

Total characters	8817
Distinct characters	432
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1064 ?
Unique (%)	89.0%

Sample

1st row	이동우외과
2nd row	신덕수치과의원
3rd row	중화한의원
4th row	배원식한의원
5th row	유용갑치과의원

Value	Count	Frequency (%)
연세이비인후과의원	3	0.2%
베데스다한의원	3	0.2%
다오의원	3	0.2%
송도치과의원	3	0.2%
서울아랑치과의원	3	0.2%
늘푸른의원	3	0.2%
의료법인	3	0.2%
케이(k)의원	2	0.2%
리더스의원	2	0.2%
연세미치과의원	2	0.2%
Other values (1145)	1209	97.8%

Most occurring characters

Value	Count	Frequency (%)
의	1281	14.5%
원	1218	13.8%
과	730	8.3%
치	424	4.8%
한	262	3.0%
이	166	1.9%
인	112	1.3%
세	94	1.1%
정	94	1.1%
성	92	1.0%
Other values (422)	4344	49.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8660	98.2%
Space Separator	42	0.5%
Close Punctuation	28	0.3%
Uppercase Letter	27	0.3%
Open Punctuation	24	0.3%
Decimal Number	19	0.2%
Lowercase Letter	13	0.1%
Dash Punctuation	3	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	1281	14.8%
원	1218	14.1%
과	730	8.4%
치	424	4.9%
한	262	3.0%
이	166	1.9%
인	112	1.3%
세	94	1.1%
정	94	1.1%
성	92	1.1%
Other values (394)	4187	48.3%

Uppercase Letter

Value	Count	Frequency (%)
S	5	18.5%
B	4	14.8%
K	4	14.8%
M	3	11.1%
O	3	11.1%
J	3	11.1%
N	2	7.4%
A	1	3.7%
W	1	3.7%
V	1	3.7%

Decimal Number

Value	Count	Frequency (%)
3	4	21.1%
5	4	21.1%
6	4	21.1%
1	2	10.5%
0	2	10.5%
8	1	5.3%
2	1	5.3%
4	1	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	9	69.2%
n	1	7.7%
w	1	7.7%
r	1	7.7%
v	1	7.7%

Space Separator

Value	Count	Frequency (%)
	42	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	28	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	24	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8659	98.2%
Common	117	1.3%
Latin	40	0.5%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	1281	14.8%
원	1218	14.1%
과	730	8.4%
치	424	4.9%
한	262	3.0%
이	166	1.9%
인	112	1.3%
세	94	1.1%
정	94	1.1%
성	92	1.1%
Other values (393)	4186	48.3%

Latin

Value	Count	Frequency (%)
e	9	22.5%
S	5	12.5%
B	4	10.0%
K	4	10.0%
M	3	7.5%
O	3	7.5%
J	3	7.5%
N	2	5.0%
n	1	2.5%
w	1	2.5%
Other values (5)	5	12.5%

Common

Value	Count	Frequency (%)
	42	35.9%
)	28	23.9%
(	24	20.5%
3	4	3.4%
5	4	3.4%
6	4	3.4%
-	3	2.6%
1	2	1.7%
0	2	1.7%
8	1	0.9%
Other values (3)	3	2.6%

Han

Value	Count	Frequency (%)
咸	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8659	98.2%
ASCII	157	1.8%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	1281	14.8%
원	1218	14.1%
과	730	8.4%
치	424	4.9%
한	262	3.0%
이	166	1.9%
인	112	1.3%
세	94	1.1%
정	94	1.1%
성	92	1.1%
Other values (393)	4186	48.3%

ASCII

Value	Count	Frequency (%)
	42	26.8%
)	28	17.8%
(	24	15.3%
e	9	5.7%
S	5	3.2%
3	4	2.5%
B	4	2.5%
5	4	2.5%
6	4	2.5%
K	4	2.5%
Other values (18)	29	18.5%

CJK

Value	Count	Frequency (%)
咸	1	100.0%

최종수정일자
Date

Distinct	977
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Minimum	2008-12-06 13:14:49
Maximum	2024-05-09 23:43:16

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

U	664
I	531

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	664	55.6%
I	531	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	664	55.6%
i	531	44.4%

데이터갱신일자
Date

Distinct	297
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:05:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

의원	561
치과의원	417
한의원	216
보건소	1

Length

Max length	4
Median length	3
Mean length	2.8794979
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	의원
2nd row	치과의원
3rd row	한의원
4th row	한의원
5th row	치과의원

Common Values

Value	Count	Frequency (%)
의원	561	46.9%
치과의원	417	34.9%
한의원	216	18.1%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	561	46.9%
치과의원	417	34.9%
한의원	216	18.1%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	465
Distinct (%)	54.3%
Missing	339
Missing (%)	28.4%
Infinite	0
Infinite (%)	0.0%
Mean	199319.69

Minimum	196691.27
Maximum	202131.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	196691.27
5-th percentile	197503.14
Q1	198126.5
median	198737.55
Q3	200801.38
95-th percentile	201726.81
Maximum	202131.75
Range	5440.4771
Interquartile range (IQR)	2674.8741

Descriptive statistics

Standard deviation	1442.2608
Coefficient of variation (CV)	0.0072359175
Kurtosis	-1.2167722
Mean	199319.69
Median Absolute Deviation (MAD)	972.11904
Skewness	0.3201403
Sum	1.7061766 × 10⁸
Variance	2080116.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198636.2503948	15	1.3%
198504.71050756	10	0.8%
201866.039519433	10	0.8%
201334.779915273	8	0.7%
198617.56275615	8	0.7%
197612.995083649	8	0.7%
198495.752148427	8	0.7%
200750.455125653	8	0.7%
198126.501924718	6	0.5%
198773.98707315	6	0.5%
Other values (455)	769	64.4%
(Missing)	339	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196691.269917831	2	0.2%
196697.116895888	1	0.1%
196700.114201277	1	0.1%
196711.099340642	1	0.1%
196713.052052044	1	0.1%
196746.506418769	1	0.1%
196757.196489998	1	0.1%
196772.112495741	1	0.1%
196792.629308816	1	0.1%
196864.942838297	2	0.2%

Value	Count	Frequency (%)
202131.747052459	2	0.2%
202128.136971071	1	0.1%
202054.715963905	2	0.2%
201992.413564529	2	0.2%
201978.359014791	2	0.2%
201962.76537651	1	0.1%
201947.084297972	2	0.2%
201929.950414626	3	0.3%
201887.906626923	1	0.1%
201872.60639746	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	465
Distinct (%)	54.3%
Missing	339
Missing (%)	28.4%
Infinite	0
Infinite (%)	0.0%
Mean	451110.31

Minimum	449638.82
Maximum	452076.82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	449638.82
5-th percentile	450191.71
Q1	450896.75
median	451181.66
Q3	451464.99
95-th percentile	451749.55
Maximum	452076.82
Range	2437.9944
Interquartile range (IQR)	568.23871

Descriptive statistics

Standard deviation	479.45858
Coefficient of variation (CV)	0.0010628411
Kurtosis	0.081378094
Mean	451110.31
Median Absolute Deviation (MAD)	283.33345
Skewness	-0.68669686
Sum	3.8615043 × 10⁸
Variance	229880.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451005.721641592	15	1.3%
450963.951884949	10	0.8%
451543.337800303	10	0.8%
451413.119285557	8	0.7%
450922.262559512	8	0.7%
450539.857693464	8	0.7%
451241.680693735	8	0.7%
449638.824308081	8	0.7%
451827.973207366	6	0.5%
451070.362775791	6	0.5%
Other values (455)	769	64.4%
(Missing)	339	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449638.824308081	8	0.7%
449703.239755874	1	0.1%
449859.454550281	1	0.1%
449877.44410054	1	0.1%
449947.401377686	1	0.1%
449989.938509479	1	0.1%
450003.889071909	1	0.1%
450045.798810237	1	0.1%
450054.005569445	1	0.1%
450075.37145899	5	0.4%

Value	Count	Frequency (%)
452076.818664092	2	0.2%
452025.526057499	1	0.1%
452005.950500534	2	0.2%
452004.220606602	1	0.1%
451958.495584927	3	0.3%
451894.158889651	1	0.1%
451885.679506397	1	0.1%
451883.9995113	1	0.1%
451874.637536958	1	0.1%
451860.979643638	3	0.3%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

<NA>	430
의원	342
치과의원	302
한의원	120
보건소	1

Length

Max length	4
Median length	4
Mean length	3.3263598
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	의원
2nd row	치과의원
3rd row	한의원
4th row	한의원
5th row	치과의원

Common Values

Value	Count	Frequency (%)
<NA>	430	36.0%
의원	342	28.6%
치과의원	302	25.3%
한의원	120	10.0%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	430	36.0%
의원	342	28.6%
치과의원	302	25.3%
한의원	120	10.0%
보건소	1	0.1%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.9%
Missing	430
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.99346405

Minimum	0
Maximum	6
Zeros	199
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.83835363
Coefficient of variation (CV)	0.84386911
Kurtosis	4.2659978
Mean	0.99346405
Median Absolute Deviation (MAD)	0
Skewness	1.388732
Sum	760
Variance	0.70283681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	420	35.1%
0	199	16.7%
2	116	9.7%
3	17	1.4%
4	9	0.8%
5	3	0.3%
6	1	0.1%
(Missing)	430	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	199	16.7%
1	420	35.1%
2	116	9.7%
3	17	1.4%
4	9	0.8%
5	3	0.3%
6	1	0.1%

Value	Count	Frequency (%)
6	1	0.1%
5	3	0.3%
4	9	0.8%
3	17	1.4%
2	116	9.7%
1	420	35.1%
0	199	16.7%

입원실수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

0	747
<NA>	430
2	9
1	7
4	1

Length

Max length	4
Median length	1
Mean length	2.0794979
Min length	1

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	747	62.5%
<NA>	430	36.0%
2	9	0.8%
1	7	0.6%
4	1	0.1%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	747	62.5%
na	430	36.0%
2	9	0.8%
1	7	0.6%
4	1	0.1%
3	1	0.1%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.8%
Missing	430
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.070588235

Minimum	0
Maximum	6
Zeros	747
Zeros (%)	62.5%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.50674538
Coefficient of variation (CV)	7.1788929
Kurtosis	75.210646
Mean	0.070588235
Median Absolute Deviation (MAD)	0
Skewness	8.2917039
Sum	54
Variance	0.25679088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	747	62.5%
2	7	0.6%
4	5	0.4%
6	2	0.2%
1	2	0.2%
3	2	0.2%
(Missing)	430	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	747	62.5%
1	2	0.2%
2	7	0.6%
3	2	0.2%
4	5	0.4%
6	2	0.2%

Value	Count	Frequency (%)
6	2	0.2%
4	5	0.4%
3	2	0.2%
2	7	0.6%
1	2	0.2%
0	747	62.5%

총면적
Real number (ℝ)

MISSING

Distinct	565
Distinct (%)	73.9%
Missing	430
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.74256

Minimum	1
Maximum	2560
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	55.76
median	95.64
Q3	148.5
95-th percentile	301.678
Maximum	2560
Range	2559
Interquartile range (IQR)	92.74

Descriptive statistics

Standard deviation	142.95673
Coefficient of variation (CV)	1.1460141
Kurtosis	121.47782
Mean	124.74256
Median Absolute Deviation (MAD)	45.24
Skewness	8.5726808
Sum	95428.06
Variance	20436.627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.0	121	10.1%
87.0	5	0.4%
110.0	4	0.3%
98.31	4	0.3%
100.0	4	0.3%
158.0	4	0.3%
115.5	3	0.3%
126.0	3	0.3%
70.0	3	0.3%
147.0	3	0.3%
Other values (555)	611	51.1%
(Missing)	430	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	1	0.1%
17.0	1	0.1%
18.22	1	0.1%
18.69	1	0.1%
23.21	1	0.1%
24.75	1	0.1%
26.95	1	0.1%
27.0	1	0.1%
28.6	1	0.1%
30.0	121	10.1%

Value	Count	Frequency (%)
2560.0	1	0.1%
1261.1	1	0.1%
1082.0	2	0.2%
996.74	1	0.1%
703.26	1	0.1%
546.44	1	0.1%
502.97	1	0.1%
458.48	1	0.1%
434.95	1	0.1%
431.27	1	0.1%

진료과목내용
Text

MISSING

Distinct	224
Distinct (%)	29.3%
Missing	430
Missing (%)	36.0%
Memory size	9.5 KiB

Length

Max length	67
Median length	3
Mean length	10.811765
Min length	3

Characters and Unicode

Total characters	8271
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	178 ?
Unique (%)	23.3%

Sample

1st row	104
2nd row	401
3rd row	401
4th row	401
5th row	122

Value	Count	Frequency (%)
401	273	12.1%
101	153	6.8%
114	142	6.3%
301	119	5.3%
302	117	5.2%
303	116	5.1%
308	116	5.1%
108	102	4.5%
104	82	3.6%
122	79	3.5%
Other values (45)	960	42.5%

Most occurring characters

Value	Count	Frequency (%)
1	2051	24.8%
0	1817	22.0%
	1494	18.1%
3	914	11.1%
4	869	10.5%
2	435	5.3%
8	252	3.0%
5	176	2.1%
6	103	1.2%
7	93	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6777	81.9%
Space Separator	1494	18.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2051	30.3%
0	1817	26.8%
3	914	13.5%
4	869	12.8%
2	435	6.4%
8	252	3.7%
5	176	2.6%
6	103	1.5%
7	93	1.4%
9	67	1.0%

Space Separator

Value	Count	Frequency (%)
	1494	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8271	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2051	24.8%
0	1817	22.0%
	1494	18.1%
3	914	11.1%
4	869	10.5%
2	435	5.3%
8	252	3.0%
5	176	2.1%
6	103	1.2%
7	93	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8271	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2051	24.8%
0	1817	22.0%
	1494	18.1%
3	914	11.1%
4	869	10.5%
2	435	5.3%
8	252	3.0%
5	176	2.1%
6	103	1.2%
7	93	1.1%

진료과목내용명
Text

MISSING

Distinct	168
Distinct (%)	22.0%
Missing	430
Missing (%)	36.0%
Memory size	9.5 KiB

Length

Max length	105
Median length	103
Mean length	16.045752
Min length	2

Characters and Unicode

Total characters	12275
Distinct characters	65
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	113 ?
Unique (%)	14.8%

Sample

1st row	외과
2nd row	치과
3rd row	치과
4th row	치과
5th row	가정의학과

Value	Count	Frequency (%)
치과	274	12.3%
내과	153	6.9%
피부과	142	6.4%
한방내과	119	5.3%
한방부인과	117	5.3%
한방소아과	116	5.2%
침구과	116	5.2%
성형외과	102	4.6%
가정의학과	79	3.5%
외과	74	3.3%
Other values (34)	936	42.0%

Most occurring characters

Value	Count	Frequency (%)
과	2330	19.0%
,	1463	11.9%
	1463	11.9%
방	554	4.5%
한	514	4.2%
치	510	4.2%
부	345	2.8%
내	304	2.5%
학	295	2.4%
의	291	2.4%
Other values (55)	4206	34.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9243	75.3%
Other Punctuation	1569	12.8%
Space Separator	1463	11.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	2330	25.2%
방	554	6.0%
한	514	5.6%
치	510	5.5%
부	345	3.7%
내	304	3.3%
학	295	3.2%
의	291	3.1%
소	268	2.9%
인	263	2.8%
Other values (52)	3569	38.6%

Other Punctuation

Value	Count	Frequency (%)
,	1463	93.2%
?	106	6.8%

Space Separator

Value	Count	Frequency (%)
	1463	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9243	75.3%
Common	3032	24.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	2330	25.2%
방	554	6.0%
한	514	5.6%
치	510	5.5%
부	345	3.7%
내	304	3.3%
학	295	3.2%
의	291	3.1%
소	268	2.9%
인	263	2.8%
Other values (52)	3569	38.6%

Common

Value	Count	Frequency (%)
,	1463	48.3%
	1463	48.3%
?	106	3.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9243	75.3%
ASCII	3032	24.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	2330	25.2%
방	554	6.0%
한	514	5.6%
치	510	5.5%
부	345	3.7%
내	304	3.3%
학	295	3.2%
의	291	3.1%
소	268	2.9%
인	263	2.8%
Other values (52)	3569	38.6%

ASCII

Value	Count	Frequency (%)
,	1463	48.3%
	1463	48.3%
?	106	3.5%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

0	765
<NA>	430

Length

Max length	4
Median length	1
Mean length	2.0794979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	765	64.0%
<NA>	430	36.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	765	64.0%
na	430	36.0%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

0	765
<NA>	430

Length

Max length	4
Median length	1
Mean length	2.0794979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	765	64.0%
<NA>	430	36.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	765	64.0%
na	430	36.0%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

0	765
<NA>	430

Length

Max length	4
Median length	1
Mean length	2.0794979
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	765	64.0%
<NA>	430	36.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	765	64.0%
na	430	36.0%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1195
Missing (%)	100.0%
Memory size	10.6 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	총인원	구조사수	최초지정일자
0	3010000	PHMA119643010033041100001	19640825	<NA>	3	폐업	3	폐업	20080730	<NA>	<NA>	<NA>	2252-4027	<NA>	880	흥인동 109	<NA>	<NA>	이동우외과	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	30.0	104	외과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3010000	PHMA119643010033041100002	19640607	<NA>	3	폐업	3	폐업	19981204	<NA>	<NA>	<NA>	268-0300	<NA>	100851	서울특별시 중구 을지로6가 18번지 16호	서울특별시 중구 장충단로 275 (을지로6가)	<NA>	신덕수치과의원	2012-08-22 13:37:40	I	2018-08-31 23:59:59.0	치과의원	200676.461052	451885.679506	치과의원	1	84.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3010000	PHMA119653010033041100001	19650830	<NA>	3	폐업	3	폐업	20150527	<NA>	<NA>	<NA>	752-8471	<NA>	100053	서울특별시 중구 4번지 5호	서울특별시 중구 퇴계로16길 14-11 (회현동3가)	100053	중화한의원	2015-05-27 10:09:38	I	2018-08-31 23:59:59.0	한의원	198515.040869	450858.39195	한의원	1	30.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3010000	PHMA119653010033041100002	19650830	<NA>	3	폐업	3	폐업	20060103	<NA>	<NA>	<NA>	752-3398	<NA>	876	회현동2가 6-11	<NA>	<NA>	배원식한의원	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	0	30.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3010000	PHMA119653010033041100003	19650830	<NA>	3	폐업	3	폐업	20050829	<NA>	<NA>	<NA>	752-0017	<NA>	080	북창동 12-1	<NA>	<NA>	유용갑치과의원	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	0	30.0	122	가정의학과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3010000	PHMA119653010033041100004	19650830	<NA>	3	폐업	3	폐업	20060911	<NA>	<NA>	<NA>	776-2555	<NA>	809	명동2가 29-9	<NA>	<NA>	김영선치과의원	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	0	23.21	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3010000	PHMA119653010033041100005	19650830	<NA>	3	폐업	3	폐업	20050811	<NA>	<NA>	<NA>	753-7062	<NA>	806	남창동 230-1	<NA>	<NA>	백중당한의원	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	0	30.0	301 302 303 308	한방내과, 한방부인과, 한방소아과, 침구과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3010000	PHMA119653010033041100006	19650830	<NA>	3	폐업	3	폐업	20060912	<NA>	<NA>	<NA>	753-2469	<NA>	094	남대문로4가 17-9	<NA>	<NA>	우치과의원	2008-12-06 13:14:55	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	0	30.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3010000	PHMA119653010033041100007	19650830	<NA>	3	폐업	3	폐업	20150408	<NA>	<NA>	<NA>	2266-4950	<NA>	100300	서울특별시 중구 17번지 4호	서울특별시 중구 충무로 46 (초동)	100300	곽치과의원	2015-04-08 11:53:17	I	2018-08-31 23:59:59.0	치과의원	199310.400608	451425.459278	치과의원	1	30.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3010000	PHMA119653010033041100008	19650830	<NA>	3	폐업	3	폐업	20091029	<NA>	<NA>	<NA>	752-7890	<NA>	053	회현동3가 1-5	<NA>	<NA>	이혁치과의원	2009-10-29 16:58:44	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	30.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
1185	3010000	PHMA120243010033041100001	2024-01-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-775-7100	<NA>	<NA>	서울특별시 중구 무교동 24-2 휘닉스빌딩	서울특별시 중구 무교로 13, 휘닉스빌딩 5층 (무교동)	04520	브라운산부인과의원	2024-02-02 01:43:15	U	2023-12-02 00:04:00.0	의원	198076.949537	451651.922365	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1186	3010000	PHMA120243010033041100002	2024-02-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 충무로2가 61-3 세종호텔	서울특별시 중구 퇴계로 145, 세종호텔 3층 (충무로2가)	04537	닥터쁘띠의원명동점	2024-03-22 04:43:14	U	2023-12-02 22:04:00.0	의원	198866.364917	451021.050961	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1187	3010000	PHMA120243010033041100003	1995-08-31	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-795-2922	<NA>	<NA>	서울특별시 중구 무학동 1	서울특별시 중구 다산로 245, 3층 (무학동)	04611	문원실산부인과의원	2024-04-01 21:11:07	U	2023-12-04 00:03:00.0	의원	201334.779915	451413.119286	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1188	3010000	PHMA120243010033041100004	2024-02-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-756-6322	<NA>	<NA>	서울특별시 중구 무교동 24-2 휘닉스빌딩	서울특별시 중구 무교로 13, 휘닉스빌딩 6층 (무교동)	04520	시청하늘정신건강의학과의원	2024-02-27 15:45:22	I	2023-12-01 22:09:00.0	의원	198076.949537	451651.922365	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1189	3010000	PHMA120243010033041100005	2024-03-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6956-6021	<NA>	<NA>	서울특별시 중구 명동1가 59-5 타임워크명동빌딩	서울특별시 중구 남대문로 78, 타임워크명동빌딩 3층 301호 (명동1가)	04534	유앤아이의원명동점	2024-04-30 11:19:51	U	2023-12-05 00:02:00.0	의원	198433.903212	451323.21629	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1190	3010000	PHMA120243010033041100006	2024-03-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-319-7775	<NA>	<NA>	서울특별시 중구 서소문동 49-2	서울특별시 중구 서소문로 111, 1층 102호 (서소문동)	04515	바로고침한의원	2024-04-12 13:30:30	U	2023-12-03 23:05:00.0	한의원	197581.37333	451197.712097	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1191	3010000	PHMA120243010033041100007	2024-04-04	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6959-7252	<NA>	<NA>	<NA>	서울특별시 중구 서소문로 134, 2층 (서소문동)	04514	맥락한의원	2024-04-26 03:13:14	U	2023-12-03 22:08:00.0	한의원	197799.199635	451258.272946	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1192	3010000	PHMA120243010033041100008	2024-04-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중구 남산동3가 13-31 LK빌딩	서울특별시 중구 퇴계로 132, LK빌딩 5층 (남산동3가)	04629	용하다한의원	2024-05-01 13:40:06	U	2023-12-05 00:03:00.0	한의원	198735.068338	450940.759928	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1193	3010000	PHMA120243010033041100009	2024-04-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6943-5001	<NA>	<NA>	서울특별시 중구 서소문동 136 ENA Center	서울특별시 중구 서소문로 120, ENA Center 3층 306호 (서소문동)	04514	연세원이비인후과의원	2024-05-03 01:13:13	U	2023-12-05 00:05:00.0	의원	197692.158884	451179.580311	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1194	3010000	PHMA120243010033041100010	2024-04-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-980-5406	<NA>	<NA>	서울특별시 중구 서소문동 23 6층	서울특별시 중구 서소문로 133, 송하빌딩 6층 (서소문동)	04515	사마리아한의원	2024-04-26 00:43:13	U	2023-12-03 22:08:00.0	한의원	197769.961816	451288.741581	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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Common Values

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Common Values (Plot)

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Most occurring characters

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Most occurring scripts

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Common

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