gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	948
Missing cells	12386
Missing cells (%)	31.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	326.0 KiB
Average record size in memory	352.1 B

Variable types

Categorical	13
Text	8
DateTime	4
Unsupported	9
Numeric	7

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	동작구
URL	https://data.seoul.go.kr/dataList/OA-16233/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`휴업시작일자` is highly imbalanced (97.9%)	Imbalance
`휴업종료일자` is highly imbalanced (97.9%)	Imbalance
`인허가취소일자` has 948 (100.0%) missing values	Missing
`폐업일자` has 599 (63.2%) missing values	Missing
`재개업일자` has 948 (100.0%) missing values	Missing
`전화번호` has 11 (1.2%) missing values	Missing
`소재지면적` has 948 (100.0%) missing values	Missing
`소재지우편번호` has 575 (60.7%) missing values	Missing
`지번주소` has 62 (6.5%) missing values	Missing
`도로명주소` has 172 (18.1%) missing values	Missing
`도로명우편번호` has 191 (20.1%) missing values	Missing
`좌표정보(X)` has 186 (19.6%) missing values	Missing
`좌표정보(Y)` has 186 (19.6%) missing values	Missing
`의료인수` has 312 (32.9%) missing values	Missing
`입원실수` has 312 (32.9%) missing values	Missing
`병상수` has 312 (32.9%) missing values	Missing
`총면적` has 312 (32.9%) missing values	Missing
`진료과목내용` has 312 (32.9%) missing values	Missing
`진료과목내용명` has 312 (32.9%) missing values	Missing
`지정취소일자` has 948 (100.0%) missing values	Missing
`완화의료지정형태` has 948 (100.0%) missing values	Missing
`완화의료담당부서명` has 948 (100.0%) missing values	Missing
`총인원` has 948 (100.0%) missing values	Missing
`구조사수` has 948 (100.0%) missing values	Missing
`최초지정일자` has 948 (100.0%) missing values	Missing
`총면적` is highly skewed (γ1 = 22.68393439)	Skewed
`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
`입원실수` has 603 (63.6%) zeros	Zeros
`병상수` has 601 (63.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 07:37:59.803417
Analysis finished	2024-05-11 07:38:02.399080
Duration	2.6 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	7.5 KiB

3190000	948

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3190000
2nd row	3190000
3rd row	3190000
4th row	3190000
5th row	3190000

Common Values

Value	Count	Frequency (%)
3190000	948	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3190000	948	100.0%

관리번호
Text

UNIQUE

Distinct	948
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Length

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

Characters and Unicode

Total characters	23700
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	948 ?
Unique (%)	100.0%

Sample

1st row	PHMA119653190033041100001
2nd row	PHMA119653190033041100002
3rd row	PHMA119663190033041100001
4th row	PHMA119663190033041100002
5th row	PHMA119663190033041100003

Value	Count	Frequency (%)
phma119653190033041100001	1	0.1%
phma120103190033041100004	1	0.1%
phma120103190033041100018	1	0.1%
phma120093190033041100039	1	0.1%
phma120093190033041100040	1	0.1%
phma120093190033041100041	1	0.1%
phma120093190033041100042	1	0.1%
phma120093190033041100043	1	0.1%
phma120093190033041100044	1	0.1%
phma120093190033041100045	1	0.1%
Other values (938)	938	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	7355	31.0%
1	4775	20.1%
3	3116	13.1%
9	1499	6.3%
4	1192	5.0%
2	1170	4.9%
P	948	4.0%
H	948	4.0%
M	948	4.0%
A	948	4.0%
Other values (4)	801	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19908	84.0%
Uppercase Letter	3792	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7355	36.9%
1	4775	24.0%
3	3116	15.7%
9	1499	7.5%
4	1192	6.0%
2	1170	5.9%
8	233	1.2%
7	206	1.0%
6	184	0.9%
5	178	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	948	25.0%
H	948	25.0%
M	948	25.0%
A	948	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19908	84.0%
Latin	3792	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7355	36.9%
1	4775	24.0%
3	3116	15.7%
9	1499	7.5%
4	1192	6.0%
2	1170	5.9%
8	233	1.2%
7	206	1.0%
6	184	0.9%
5	178	0.9%

Latin

Value	Count	Frequency (%)
P	948	25.0%
H	948	25.0%
M	948	25.0%
A	948	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23700	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7355	31.0%
1	4775	20.1%
3	3116	13.1%
9	1499	6.3%
4	1192	5.0%
2	1170	4.9%
P	948	4.0%
H	948	4.0%
M	948	4.0%
A	948	4.0%
Other values (4)	801	3.4%

인허가일자
Date

Distinct	857
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Minimum	1965-07-03 00:00:00
Maximum	2024-04-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

1	587
3	351
5	9
4	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	587	61.9%
3	351	37.0%
5	9	0.9%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	587	61.9%
3	351	37.0%
5	9	0.9%
4	1	0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

영업/정상	587
폐업	351
제외/삭제/전출	9
취소/말소/만료/정지/중지	1

Length

Max length	14
Median length	5
Mean length	3.9272152
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	영업/정상
2nd row	폐업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
영업/정상	587	61.9%
폐업	351	37.0%
제외/삭제/전출	9	0.9%
취소/말소/만료/정지/중지	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	587	61.9%
폐업	351	37.0%
제외/삭제/전출	9	0.9%
취소/말소/만료/정지/중지	1	0.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

13	587
3	351
15	9
24	1

Length

Max length	2
Median length	2
Mean length	1.6297468
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	13
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
13	587	61.9%
3	351	37.0%
15	9	0.9%
24	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	587	61.9%
3	351	37.0%
15	9	0.9%
24	1	0.1%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

영업중	587
폐업	351
전출	9
직권폐업	1

Length

Max length	4
Median length	3
Mean length	2.621308
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	587	61.9%
폐업	351	37.0%
전출	9	0.9%
직권폐업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	587	61.9%
폐업	351	37.0%
전출	9	0.9%
직권폐업	1	0.1%

폐업일자
Date

MISSING

Distinct	327
Distinct (%)	93.7%
Missing	599
Missing (%)	63.2%
Memory size	7.5 KiB

Minimum	2005-01-24 00:00:00
Maximum	2024-05-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

<NA>	944
20090205	1
20170106	1
20141208	1
20210705	1

Length

Max length	8
Median length	4
Mean length	4.0168776
Min length	4

Unique

Unique	4 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	944	99.6%
20090205	1	0.1%
20170106	1	0.1%
20141208	1	0.1%
20210705	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	944	99.6%
20090205	1	0.1%
20170106	1	0.1%
20141208	1	0.1%
20210705	1	0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

<NA>	944
20090505	1
20181231	1
20150531	1
20210914	1

Length

Max length	8
Median length	4
Mean length	4.0168776
Min length	4

Unique

Unique	4 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	944	99.6%
20090505	1	0.1%
20181231	1	0.1%
20150531	1	0.1%
20210914	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	944	99.6%
20090505	1	0.1%
20181231	1	0.1%
20150531	1	0.1%
20210914	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

전화번호
Text

MISSING

Distinct	882
Distinct (%)	94.1%
Missing	11
Missing (%)	1.2%
Memory size	7.5 KiB

Length

Max length	13
Median length	11
Mean length	10.727855
Min length	3

Characters and Unicode

Total characters	10052
Distinct characters	12
Distinct categories	3 ?
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	839 ?
Unique (%)	89.5%

Sample

1st row	02-815-8278
2nd row	02-815-3444
3rd row	02-814-1842
4th row	02-815-3583
5th row	02-815-2706

Value	Count	Frequency (%)
02-823-2336	6	0.6%
833-8601	4	0.4%
02-824-1161	4	0.4%
02-521-1550	3	0.3%
532-2807	3	0.3%
813-1972	3	0.3%
02-587-8275	3	0.3%
02-583-2870	2	0.2%
02-3280-7575	2	0.2%
534-8875	2	0.2%
Other values (872)	905	96.6%

Most occurring characters

Value	Count	Frequency (%)
2	1735	17.3%
-	1714	17.1%
0	1298	12.9%
8	1162	11.6%
5	1004	10.0%
1	696	6.9%
3	653	6.5%
7	644	6.4%
4	410	4.1%
6	398	4.0%
Other values (2)	338	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8337	82.9%
Dash Punctuation	1714	17.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1735	20.8%
0	1298	15.6%
8	1162	13.9%
5	1004	12.0%
1	696	8.3%
3	653	7.8%
7	644	7.7%
4	410	4.9%
6	398	4.8%
9	337	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1714	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10052	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1735	17.3%
-	1714	17.1%
0	1298	12.9%
8	1162	11.6%
5	1004	10.0%
1	696	6.9%
3	653	6.5%
7	644	6.4%
4	410	4.1%
6	398	4.0%
Other values (2)	338	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10052	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1735	17.3%
-	1714	17.1%
0	1298	12.9%
8	1162	11.6%
5	1004	10.0%
1	696	6.9%
3	653	6.5%
7	644	6.4%
4	410	4.1%
6	398	4.0%
Other values (2)	338	3.4%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

소재지우편번호
Text

MISSING

Distinct	115
Distinct (%)	30.8%
Missing	575
Missing (%)	60.7%
Memory size	7.5 KiB

Length

Max length	7
Median length	6
Mean length	6.1608579
Min length	6

Characters and Unicode

Total characters	2298
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	45 ?
Unique (%)	12.1%

Sample

1st row	156-031
2nd row	156864
3rd row	156838
4th row	156816
5th row	156-806

Value	Count	Frequency (%)
156816	25	6.7%
156815	16	4.3%
156836	14	3.8%
156827	13	3.5%
156821	13	3.5%
156808	12	3.2%
156811	10	2.7%
156070	8	2.1%
156881	8	2.1%
156713	7	1.9%
Other values (105)	247	66.2%

Most occurring characters

Value	Count	Frequency (%)
1	543	23.6%
6	446	19.4%
5	422	18.4%
8	332	14.4%
0	146	6.4%
3	107	4.7%
2	85	3.7%
7	71	3.1%
-	60	2.6%
9	45	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2238	97.4%
Dash Punctuation	60	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	543	24.3%
6	446	19.9%
5	422	18.9%
8	332	14.8%
0	146	6.5%
3	107	4.8%
2	85	3.8%
7	71	3.2%
9	45	2.0%
4	41	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	60	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2298	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	543	23.6%
6	446	19.4%
5	422	18.4%
8	332	14.4%
0	146	6.4%
3	107	4.7%
2	85	3.7%
7	71	3.1%
-	60	2.6%
9	45	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2298	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	543	23.6%
6	446	19.4%
5	422	18.4%
8	332	14.4%
0	146	6.4%
3	107	4.7%
2	85	3.7%
7	71	3.1%
-	60	2.6%
9	45	2.0%

지번주소
Text

MISSING

Distinct	803
Distinct (%)	90.6%
Missing	62
Missing (%)	6.5%
Memory size	7.5 KiB

Length

Max length	45
Median length	39
Mean length	25.328442
Min length	13

Characters and Unicode

Total characters	22441
Distinct characters	220
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	734 ?
Unique (%)	82.8%

Sample

1st row	서울특별시 동작구 상도2동 361-106
2nd row	서울특별시 동작구 상도1동 680
3rd row	서울특별시 동작구 흑석1동 182-5 중앙타워빌딩 501호
4th row	서울특별시 동작구 흑석2동 9-27(2층)
5th row	서울특별시 동작구 상도1동 467번지 4호

Value	Count	Frequency (%)
서울특별시	886	19.4%
동작구	886	19.4%
사당동	203	4.5%
상도동	141	3.1%
2층	98	2.2%
대방동	81	1.8%
신대방동	61	1.3%
3층	49	1.1%
1호	49	1.1%
사당2동	47	1.0%
Other values (822)	2056	45.1%

Most occurring characters

Value	Count	Frequency (%)
	3678	16.4%
동	1803	8.0%
1	953	4.2%
시	901	4.0%
서	896	4.0%
작	890	4.0%
구	888	4.0%
울	887	4.0%
특	886	3.9%
별	886	3.9%
Other values (210)	9773	43.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13186	58.8%
Decimal Number	4951	22.1%
Space Separator	3678	16.4%
Dash Punctuation	357	1.6%
Close Punctuation	103	0.5%
Open Punctuation	103	0.5%
Other Punctuation	49	0.2%
Uppercase Letter	11	< 0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1803	13.7%
시	901	6.8%
서	896	6.8%
작	890	6.7%
구	888	6.7%
울	887	6.7%
특	886	6.7%
별	886	6.7%
호	535	4.1%
지	525	4.0%
Other values (189)	4089	31.0%

Decimal Number

Value	Count	Frequency (%)
1	953	19.2%
2	791	16.0%
3	749	15.1%
4	465	9.4%
0	425	8.6%
5	424	8.6%
6	377	7.6%
7	286	5.8%
8	248	5.0%
9	233	4.7%

Uppercase Letter

Value	Count	Frequency (%)
B	8	72.7%
A	1	9.1%
J	1	9.1%
H	1	9.1%

Space Separator

Value	Count	Frequency (%)
	3678	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	357	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	103	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	103	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	49	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13186	58.8%
Common	9243	41.2%
Latin	12	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1803	13.7%
시	901	6.8%
서	896	6.8%
작	890	6.7%
구	888	6.7%
울	887	6.7%
특	886	6.7%
별	886	6.7%
호	535	4.1%
지	525	4.0%
Other values (189)	4089	31.0%

Common

Value	Count	Frequency (%)
	3678	39.8%
1	953	10.3%
2	791	8.6%
3	749	8.1%
4	465	5.0%
0	425	4.6%
5	424	4.6%
6	377	4.1%
-	357	3.9%
7	286	3.1%
Other values (6)	738	8.0%

Latin

Value	Count	Frequency (%)
B	8	66.7%
A	1	8.3%
J	1	8.3%
H	1	8.3%
e	1	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13186	58.8%
ASCII	9255	41.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3678	39.7%
1	953	10.3%
2	791	8.5%
3	749	8.1%
4	465	5.0%
0	425	4.6%
5	424	4.6%
6	377	4.1%
-	357	3.9%
7	286	3.1%
Other values (11)	750	8.1%

Hangul

Value	Count	Frequency (%)
동	1803	13.7%
시	901	6.8%
서	896	6.8%
작	890	6.7%
구	888	6.7%
울	887	6.7%
특	886	6.7%
별	886	6.7%
호	535	4.1%
지	525	4.0%
Other values (189)	4089	31.0%

도로명주소
Text

MISSING

Distinct	721
Distinct (%)	92.9%
Missing	172
Missing (%)	18.1%
Memory size	7.5 KiB

Length

Max length	57
Median length	48
Mean length	31.101804
Min length	21

Characters and Unicode

Total characters	24135
Distinct characters	253
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	674 ?
Unique (%)	86.9%

Sample

1st row	서울특별시 동작구 상도로15길 97 (상도동)
2nd row	서울특별시 동작구 흑석로 112, 501호 (흑석동, 중앙타워빌)
3rd row	서울특별시 동작구 현충로 102 (흑석동)
4th row	서울특별시 동작구 상도로 335 (상도동)
5th row	서울특별시 동작구 현충로 111, B동 205호 (흑석동, 명수대현대상가)

Value	Count	Frequency (%)
서울특별시	776	16.0%
동작구	776	16.0%
사당동	269	5.5%
2층	191	3.9%
상도동	188	3.9%
상도로	139	2.9%
3층	102	2.1%
동작대로	88	1.8%
신대방동	84	1.7%
사당로	77	1.6%
Other values (675)	2168	44.6%

Most occurring characters

Value	Count	Frequency (%)
	4085	16.9%
동	1750	7.3%
작	923	3.8%
,	858	3.6%
시	819	3.4%
서	815	3.4%
)	782	3.2%
(	782	3.2%
울	778	3.2%
구	778	3.2%
Other values (243)	11765	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14067	58.3%
Space Separator	4085	16.9%
Decimal Number	3471	14.4%
Other Punctuation	858	3.6%
Close Punctuation	782	3.2%
Open Punctuation	782	3.2%
Dash Punctuation	47	0.2%
Uppercase Letter	30	0.1%
Math Symbol	12	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1750	12.4%
작	923	6.6%
시	819	5.8%
서	815	5.8%
울	778	5.5%
구	778	5.5%
특	776	5.5%
별	776	5.5%
로	746	5.3%
층	492	3.5%
Other values (214)	5414	38.5%

Uppercase Letter

Value	Count	Frequency (%)
B	12	40.0%
I	3	10.0%
U	2	6.7%
N	2	6.7%
J	2	6.7%
H	2	6.7%
D	2	6.7%
S	1	3.3%
T	1	3.3%
E	1	3.3%
Other values (2)	2	6.7%

Decimal Number

Value	Count	Frequency (%)
2	735	21.2%
1	675	19.4%
3	433	12.5%
0	361	10.4%
4	259	7.5%
6	256	7.4%
5	254	7.3%
9	182	5.2%
7	166	4.8%
8	150	4.3%

Space Separator

Value	Count	Frequency (%)
	4085	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	858	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	782	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	782	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	47	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14067	58.3%
Common	10037	41.6%
Latin	31	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1750	12.4%
작	923	6.6%
시	819	5.8%
서	815	5.8%
울	778	5.5%
구	778	5.5%
특	776	5.5%
별	776	5.5%
로	746	5.3%
층	492	3.5%
Other values (214)	5414	38.5%

Common

Value	Count	Frequency (%)
	4085	40.7%
,	858	8.5%
)	782	7.8%
(	782	7.8%
2	735	7.3%
1	675	6.7%
3	433	4.3%
0	361	3.6%
4	259	2.6%
6	256	2.6%
Other values (6)	811	8.1%

Latin

Value	Count	Frequency (%)
B	12	38.7%
I	3	9.7%
U	2	6.5%
N	2	6.5%
J	2	6.5%
H	2	6.5%
D	2	6.5%
S	1	3.2%
T	1	3.2%
E	1	3.2%
Other values (3)	3	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14067	58.3%
ASCII	10068	41.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4085	40.6%
,	858	8.5%
)	782	7.8%
(	782	7.8%
2	735	7.3%
1	675	6.7%
3	433	4.3%
0	361	3.6%
4	259	2.6%
6	256	2.5%
Other values (19)	842	8.4%

Hangul

Value	Count	Frequency (%)
동	1750	12.4%
작	923	6.6%
시	819	5.8%
서	815	5.8%
울	778	5.5%
구	778	5.5%
특	776	5.5%
별	776	5.5%
로	746	5.3%
층	492	3.5%
Other values (214)	5414	38.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	129
Distinct (%)	17.0%
Missing	191
Missing (%)	20.1%
Infinite	0
Infinite (%)	0.0%
Mean	14116.231

Minimum	6902
Maximum	156877
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	6902
5-th percentile	6918.8
Q1	6959
median	7008
Q3	7037
95-th percentile	7073.2
Maximum	156877
Range	149975
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	31897.57
Coefficient of variation (CV)	2.2596378
Kurtosis	16.192418
Mean	14116.231
Median Absolute Deviation (MAD)	38
Skewness	4.2602311
Sum	10685987
Variance	1.017455 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7008	57	6.0%
7013	30	3.2%
7041	27	2.8%
7010	25	2.6%
6997	21	2.2%
7071	19	2.0%
6979	19	2.0%
6956	19	2.0%
7055	18	1.9%
7011	18	1.9%
Other values (119)	504	53.2%
(Missing)	191	20.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6902	4	0.4%
6904	7	0.7%
6906	5	0.5%
6908	1	0.1%
6909	1	0.1%
6910	3	0.3%
6912	4	0.4%
6913	3	0.3%
6914	7	0.7%
6918	3	0.3%

Value	Count	Frequency (%)
156877	1	0.1%
156857	1	0.1%
156853	1	0.1%
156852	2	0.2%
156848	1	0.1%
156847	1	0.1%
156839	1	0.1%
156836	1	0.1%
156831	1	0.1%
156830	1	0.1%

사업장명
Text

Distinct	906
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Length

Max length	22
Median length	18
Mean length	7.3417722
Min length	3

Characters and Unicode

Total characters	6960
Distinct characters	379
Distinct categories	9 ?
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	873 ?
Unique (%)	92.1%

Sample

1st row	삼우의원
2nd row	민진의원
3rd row	중앙치과의원
4th row	방치과의원
5th row	숭실의원

Value	Count	Frequency (%)
녹야원한의원	5	0.5%
대경한의원	4	0.4%
서울미래치과의원	3	0.3%
서울치과의원	3	0.3%
아름다운한의원	3	0.3%
강남성모정형외과의원	3	0.3%
연세흉부외과의원	2	0.2%
현대치과의원	2	0.2%
미앤미이희정치과의원	2	0.2%
박달나무한의원	2	0.2%
Other values (905)	929	97.0%

Most occurring characters

Value	Count	Frequency (%)
의	1021	14.7%
원	977	14.0%
과	576	8.3%
한	290	4.2%
치	257	3.7%
이	150	2.2%
정	122	1.8%
서	87	1.2%
성	86	1.2%
세	84	1.2%
Other values (369)	3310	47.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6899	99.1%
Decimal Number	22	0.3%
Uppercase Letter	11	0.2%
Space Separator	10	0.1%
Open Punctuation	6	0.1%
Close Punctuation	6	0.1%
Lowercase Letter	4	0.1%
Other Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	1021	14.8%
원	977	14.2%
과	576	8.3%
한	290	4.2%
치	257	3.7%
이	150	2.2%
정	122	1.8%
서	87	1.3%
성	86	1.2%
세	84	1.2%
Other values (348)	3249	47.1%

Decimal Number

Value	Count	Frequency (%)
6	6	27.3%
3	5	22.7%
5	5	22.7%
1	3	13.6%
7	1	4.5%
4	1	4.5%
2	1	4.5%

Uppercase Letter

Value	Count	Frequency (%)
S	3	27.3%
U	2	18.2%
C	2	18.2%
D	1	9.1%
J	1	9.1%
K	1	9.1%
N	1	9.1%

Lowercase Letter

Value	Count	Frequency (%)
e	3	75.0%
w	1	25.0%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
＆	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6899	99.1%
Common	46	0.7%
Latin	15	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	1021	14.8%
원	977	14.2%
과	576	8.3%
한	290	4.2%
치	257	3.7%
이	150	2.2%
정	122	1.8%
서	87	1.3%
성	86	1.2%
세	84	1.2%
Other values (348)	3249	47.1%

Common

Value	Count	Frequency (%)
	10	21.7%
6	6	13.0%
(	6	13.0%
)	6	13.0%
3	5	10.9%
5	5	10.9%
1	3	6.5%
＆	1	2.2%
7	1	2.2%
4	1	2.2%
Other values (2)	2	4.3%

Latin

Value	Count	Frequency (%)
e	3	20.0%
S	3	20.0%
U	2	13.3%
C	2	13.3%
D	1	6.7%
J	1	6.7%
w	1	6.7%
K	1	6.7%
N	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6899	99.1%
ASCII	60	0.9%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	1021	14.8%
원	977	14.2%
과	576	8.3%
한	290	4.2%
치	257	3.7%
이	150	2.2%
정	122	1.8%
서	87	1.3%
성	86	1.2%
세	84	1.2%
Other values (348)	3249	47.1%

ASCII

Value	Count	Frequency (%)
	10	16.7%
6	6	10.0%
(	6	10.0%
)	6	10.0%
3	5	8.3%
5	5	8.3%
1	3	5.0%
e	3	5.0%
S	3	5.0%
U	2	3.3%
Other values (10)	11	18.3%

None

Value	Count	Frequency (%)
＆	1	100.0%

최종수정일자
Date

Distinct	787
Distinct (%)	83.0%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Minimum	2008-12-06 16:37:41
Maximum	2024-05-09 23:43:15

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

U	610
I	338

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	U
4th row	I
5th row	U

Common Values

Value	Count	Frequency (%)
U	610	64.3%
I	338	35.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	610	64.3%
i	338	35.7%

데이터갱신일자
Date

Distinct	333
Distinct (%)	35.1%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

의원	446
한의원	251
치과의원	250
보건소	1

Length

Max length	4
Median length	3
Mean length	2.7932489
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	446	47.0%
한의원	251	26.5%
치과의원	250	26.4%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	446	47.0%
한의원	251	26.5%
치과의원	250	26.4%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	407
Distinct (%)	53.4%
Missing	186
Missing (%)	19.6%
Infinite	0
Infinite (%)	0.0%
Mean	195672.73

Minimum	191484.23
Maximum	198354.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	191484.23
5-th percentile	192113.2
Q1	193896.38
median	195490.55
Q3	197717.77
95-th percentile	198310.39
Maximum	198354.35
Range	6870.1189
Interquartile range (IQR)	3821.381

Descriptive statistics

Standard deviation	2021.8682
Coefficient of variation (CV)	0.010332907
Kurtosis	-1.2133899
Mean	195672.73
Median Absolute Deviation (MAD)	1896.1227
Skewness	-0.13162179
Sum	1.4910262 × 10⁸
Variance	4087951.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193218.36400997	17	1.8%
198295.843258378	11	1.2%
198308.285936457	9	0.9%
193554.744988075	8	0.8%
198202.472533419	7	0.7%
198325.779257298	7	0.7%
193699.189949205	7	0.7%
197996.381794257	7	0.7%
191691.678396263	7	0.7%
196587.030630143	7	0.7%
Other values (397)	675	71.2%
(Missing)	186	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191484.231170935	2	0.2%
191673.025374635	1	0.1%
191677.374890384	1	0.1%
191682.980173893	1	0.1%
191691.678396263	7	0.7%
191708.87752896	1	0.1%
191744.078521535	3	0.3%
191781.745330521	1	0.1%
191787.677056618	1	0.1%
191803.524952767	1	0.1%

Value	Count	Frequency (%)
198354.350098982	1	0.1%
198338.893662684	1	0.1%
198336.02493409	4	0.4%
198332.586618402	5	0.5%
198332.497687081	4	0.4%
198327.80931491	1	0.1%
198325.779257298	7	0.7%
198324.792421368	4	0.4%
198321.192662082	1	0.1%
198320.791404486	4	0.4%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	408
Distinct (%)	53.5%
Missing	186
Missing (%)	19.6%
Infinite	0
Infinite (%)	0.0%
Mean	443724.28

Minimum	441627.44
Maximum	445928.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	441627.44
5-th percentile	441839.88
Q1	442784.71
median	444000.1
Q3	444686.66
95-th percentile	445532.12
Maximum	445928.36
Range	4300.9207
Interquartile range (IQR)	1901.9508

Descriptive statistics

Standard deviation	1123.7504
Coefficient of variation (CV)	0.0025325421
Kurtosis	-1.1536194
Mean	443724.28
Median Absolute Deviation (MAD)	1011.1527
Skewness	-0.084178537
Sum	3.381179 × 10⁸
Variance	1262815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443239.581054145	17	1.8%
442507.699069196	11	1.2%
442672.602404162	9	0.9%
444142.040717888	8	0.8%
444190.844599349	7	0.7%
442918.664628817	7	0.7%
444939.455414947	7	0.7%
442818.113681285	7	0.7%
445011.250115029	7	0.7%
442471.241038085	7	0.7%
Other values (398)	675	71.2%
(Missing)	186	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441627.436611564	2	0.2%
441633.080348522	2	0.2%
441633.951360171	1	0.1%
441634.265956603	3	0.3%
441635.715989023	1	0.1%
441637.16783987	1	0.1%
441638.273666659	3	0.3%
441646.720271413	1	0.1%
441650.915453321	1	0.1%
441654.723162687	1	0.1%

Value	Count	Frequency (%)
445928.357302	1	0.1%
445764.45259219	1	0.1%
445746.932149292	1	0.1%
445693.792692222	3	0.3%
445693.456564059	1	0.1%
445692.196103762	1	0.1%
445686.158478401	2	0.2%
445676.459515991	1	0.1%
445647.04636855	1	0.1%
445640.214592847	3	0.3%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

<NA>	312
의원	300
치과의원	187
한의원	148
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2099156
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	의원
2nd row	의원
3rd row	<NA>
4th row	치과의원
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	312	32.9%
의원	300	31.6%
치과의원	187	19.7%
한의원	148	15.6%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	312	32.9%
의원	300	31.6%
치과의원	187	19.7%
한의원	148	15.6%
보건소	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	0.9%
Missing	312
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.1761006

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.68994663
Coefficient of variation (CV)	0.58663911
Kurtosis	70.625586
Mean	1.1761006
Median Absolute Deviation (MAD)	0
Skewness	7.4884128
Sum	748
Variance	0.47602635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	561	59.2%
2	61	6.4%
3	8	0.8%
8	3	0.3%
4	2	0.2%
9	1	0.1%
(Missing)	312	32.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	561	59.2%
2	61	6.4%
3	8	0.8%
4	2	0.2%
8	3	0.3%
9	1	0.1%

Value	Count	Frequency (%)
9	1	0.1%
8	3	0.3%
4	2	0.2%
3	8	0.8%
2	61	6.4%
1	561	59.2%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	1.6%
Missing	312
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.2091195

Minimum	0
Maximum	13
Zeros	603
Zeros (%)	63.6%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1048833
Coefficient of variation (CV)	5.2835021
Kurtosis	53.343954
Mean	0.2091195
Median Absolute Deviation (MAD)	0
Skewness	6.7754482
Sum	133
Variance	1.2207671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	603	63.6%
1	7	0.7%
3	6	0.6%
4	6	0.6%
2	4	0.4%
8	4	0.4%
5	3	0.3%
13	1	0.1%
7	1	0.1%
9	1	0.1%
(Missing)	312	32.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	603	63.6%
1	7	0.7%
2	4	0.4%
3	6	0.6%
4	6	0.6%
5	3	0.3%
7	1	0.1%
8	4	0.4%
9	1	0.1%
13	1	0.1%

Value	Count	Frequency (%)
13	1	0.1%
9	1	0.1%
8	4	0.4%
7	1	0.1%
5	3	0.3%
4	6	0.6%
3	6	0.6%
2	4	0.4%
1	7	0.7%
0	603	63.6%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	2.5%
Missing	312
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.46540881

Minimum	0
Maximum	29
Zeros	601
Zeros (%)	63.4%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.7807661
Coefficient of variation (CV)	5.9748892
Kurtosis	70.132796
Mean	0.46540881
Median Absolute Deviation (MAD)	0
Skewness	7.9747103
Sum	296
Variance	7.7326598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	601	63.4%
1	6	0.6%
7	4	0.4%
2	4	0.4%
29	3	0.3%
4	3	0.3%
5	3	0.3%
6	2	0.2%
3	2	0.2%
10	2	0.2%
Other values (6)	6	0.6%
(Missing)	312	32.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	601	63.4%
1	6	0.6%
2	4	0.4%
3	2	0.2%
4	3	0.3%
5	3	0.3%
6	2	0.2%
7	4	0.4%
9	1	0.1%
10	2	0.2%

Value	Count	Frequency (%)
29	3	0.3%
26	1	0.1%
19	1	0.1%
18	1	0.1%
16	1	0.1%
14	1	0.1%
10	2	0.2%
9	1	0.1%
7	4	0.4%
6	2	0.2%

총면적
Real number (ℝ)

MISSING SKEWED

Distinct	559
Distinct (%)	87.9%
Missing	312
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	134.5658

Minimum	0
Maximum	9162
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.5 KiB

Quantile statistics

Minimum	0
5-th percentile	30
Q1	73.0375
median	100.74
Q3	135.5525
95-th percentile	270.0625
Maximum	9162
Range	9162
Interquartile range (IQR)	62.515

Descriptive statistics

Standard deviation	371.94373
Coefficient of variation (CV)	2.7640286
Kurtosis	548.91873
Mean	134.5658
Median Absolute Deviation (MAD)	29.3
Skewness	22.683934
Sum	85583.85
Variance	138342.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.0	24	2.5%
101.58	5	0.5%
100.0	4	0.4%
82.37	4	0.4%
140.16	4	0.4%
81.57	3	0.3%
196.93	3	0.3%
60.0	3	0.3%
80.0	3	0.3%
85.08	3	0.3%
Other values (549)	580	61.2%
(Missing)	312	32.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	0.1%
8.9	1	0.1%
22.68	1	0.1%
24.75	1	0.1%
26.22	1	0.1%
26.55	1	0.1%
29.3	1	0.1%
29.75	1	0.1%
29.77	1	0.1%
30.0	24	2.5%

Value	Count	Frequency (%)
9162.0	1	0.1%
1393.22	1	0.1%
876.99	1	0.1%
706.1	1	0.1%
669.62	1	0.1%
592.3	1	0.1%
529.62	1	0.1%
482.7	1	0.1%
467.96	1	0.1%
466.78	1	0.1%

진료과목내용
Text

MISSING

Distinct	235
Distinct (%)	36.9%
Missing	312
Missing (%)	32.9%
Memory size	7.5 KiB

Length

Max length	95
Median length	91
Mean length	14.327044
Min length	3

Characters and Unicode

Total characters	9112
Distinct characters	12
Distinct categories	3 ?
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	188 ?
Unique (%)	29.6%

Sample

1st row	122
2nd row	101 111
3rd row	401
4th row	401
5th row	113

Value	Count	Frequency (%)
101	169	6.9%
401	153	6.3%
302	148	6.1%
301	148	6.1%
303	147	6.0%
304	147	6.0%
305	144	5.9%
114	133	5.5%
111	125	5.1%
113	98	4.0%
Other values (49)	1024	42.0%

Most occurring characters

Value	Count	Frequency (%)
1	2241	24.6%
0	1848	20.3%
	1800	19.8%
3	1215	13.3%
4	844	9.3%
2	450	4.9%
5	281	3.1%
8	139	1.5%
6	126	1.4%
7	93	1.0%
Other values (2)	75	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7311	80.2%
Space Separator	1800	19.8%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2241	30.7%
0	1848	25.3%
3	1215	16.6%
4	844	11.5%
2	450	6.2%
5	281	3.8%
8	139	1.9%
6	126	1.7%
7	93	1.3%
9	74	1.0%

Space Separator

Value	Count	Frequency (%)
	1800	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2241	24.6%
0	1848	20.3%
	1800	19.8%
3	1215	13.3%
4	844	9.3%
2	450	4.9%
5	281	3.1%
8	139	1.5%
6	126	1.4%
7	93	1.0%
Other values (2)	75	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2241	24.6%
0	1848	20.3%
	1800	19.8%
3	1215	13.3%
4	844	9.3%
2	450	4.9%
5	281	3.1%
8	139	1.5%
6	126	1.4%
7	93	1.0%
Other values (2)	75	0.8%

진료과목내용명
Text

MISSING

Distinct	179
Distinct (%)	28.1%
Missing	312
Missing (%)	32.9%
Memory size	7.5 KiB

Length

Max length	152
Median length	76
Mean length	24.169811
Min length	2

Characters and Unicode

Total characters	15372
Distinct characters	68
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	130 ?
Unique (%)	20.4%

Sample

1st row	가정의학과
2nd row	내과, 소아청소년과
3rd row	치과
4th row	치과
5th row	이비인후과

Value	Count	Frequency (%)
내과	169	6.9%
치과	153	6.3%
한방부인과	148	6.1%
한방내과	148	6.1%
한방소아과	147	6.0%
한방안?이비인후?피부과	147	6.0%
한방신경정신과	144	5.9%
피부과	133	5.5%
소아청소년과	125	5.1%
이비인후과	98	4.0%
Other values (38)	1021	42.0%

Most occurring characters

Value	Count	Frequency (%)
과	2532	16.5%
,	1797	11.7%
	1797	11.7%
방	831	5.4%
한	794	5.2%
부	478	3.1%
인	438	2.8%
소	432	2.8%
치	401	2.6%
신	351	2.3%
Other values (58)	5521	35.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11484	74.7%
Other Punctuation	2091	13.6%
Space Separator	1797	11.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	2532	22.0%
방	831	7.2%
한	794	6.9%
부	478	4.2%
인	438	3.8%
소	432	3.8%
치	401	3.5%
신	351	3.1%
내	349	3.0%
정	327	2.8%
Other values (55)	4551	39.6%

Other Punctuation

Value	Count	Frequency (%)
,	1797	85.9%
?	294	14.1%

Space Separator

Value	Count	Frequency (%)
	1797	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11484	74.7%
Common	3888	25.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	2532	22.0%
방	831	7.2%
한	794	6.9%
부	478	4.2%
인	438	3.8%
소	432	3.8%
치	401	3.5%
신	351	3.1%
내	349	3.0%
정	327	2.8%
Other values (55)	4551	39.6%

Common

Value	Count	Frequency (%)
,	1797	46.2%
	1797	46.2%
?	294	7.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11484	74.7%
ASCII	3888	25.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	2532	22.0%
방	831	7.2%
한	794	6.9%
부	478	4.2%
인	438	3.8%
소	432	3.8%
치	401	3.5%
신	351	3.1%
내	349	3.0%
정	327	2.8%
Other values (55)	4551	39.6%

ASCII

Value	Count	Frequency (%)
,	1797	46.2%
	1797	46.2%
?	294	7.6%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	636
<NA>	312

Length

Max length	4
Median length	1
Mean length	1.9873418
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	636	67.1%
<NA>	312	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	636	67.1%
na	312	32.9%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	636
<NA>	312

Length

Max length	4
Median length	1
Mean length	1.9873418
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	636	67.1%
<NA>	312	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	636	67.1%
na	312	32.9%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	636
<NA>	312

Length

Max length	4
Median length	1
Mean length	1.9873418
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	636	67.1%
<NA>	312	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	636	67.1%
na	312	32.9%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	948
Missing (%)	100.0%
Memory size	8.5 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	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3190000	PHMA119653190033041100001	19650703	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-815-8278	<NA>	<NA>	서울특별시 동작구 상도2동 361-106	서울특별시 동작구 상도로15길 97 (상도동)	6949	삼우의원	2017-09-05 18:39:07	I	2018-08-31 23:59:59.0	의원	194275.267176	444697.698659	의원	1	0	0	30.0	122	가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3190000	PHMA119653190033041100002	19650830	<NA>	3	폐업	3	폐업	20120216	<NA>	<NA>	<NA>	02-815-3444	<NA>	<NA>	서울특별시 동작구 상도1동 680	<NA>	<NA>	민진의원	2012-02-16 10:48:16	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	30.0	101 111	내과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3190000	PHMA119663190033041100001	1966-05-21	<NA>	3	폐업	3	폐업	2024-02-01	<NA>	<NA>	<NA>	02-814-1842	<NA>	<NA>	서울특별시 동작구 흑석1동 182-5 중앙타워빌딩 501호	서울특별시 동작구 흑석로 112, 501호 (흑석동, 중앙타워빌)	6972	중앙치과의원	2024-01-23 15:45:40	U	2023-11-30 22:05:00.0	치과의원	196539.849136	445127.404417	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3190000	PHMA119663190033041100002	19660610	<NA>	3	폐업	3	폐업	20130113	<NA>	<NA>	<NA>	02-815-3583	<NA>	<NA>	서울특별시 동작구 흑석2동 9-27(2층)	서울특별시 동작구 현충로 102 (흑석동)	156877	방치과의원	2013-03-04 17:54:46	I	2018-08-31 23:59:59.0	치과의원	196824.447222	445038.843694	치과의원	1	0	0	30.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3190000	PHMA119663190033041100003	1966-09-23	<NA>	3	폐업	3	폐업	2023-03-12	<NA>	<NA>	<NA>	02-815-2706	<NA>	156-031	서울특별시 동작구 상도1동 467번지 4호	서울특별시 동작구 상도로 335 (상도동)	6971	숭실의원	2023-05-12 08:26:17	U	2022-12-04 23:04:00.0	의원	195689.350566	444039.087225	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3190000	PHMA119693190033041100001	19691121	<NA>	3	폐업	3	폐업	20170522	<NA>	<NA>	<NA>	02-815-8252	<NA>	156864	서울특별시 동작구 흑석동 10번지 명수대상가 B동 205호	서울특별시 동작구 현충로 111, B동 205호 (흑석동, 명수대현대상가)	6904	차만회치과의원	2017-05-22 17:34:03	I	2018-08-31 23:59:59.0	치과의원	197006.75241	445072.723414	치과의원	1	0	0	50.56	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3190000	PHMA119703190033041100001	19700202	<NA>	3	폐업	3	폐업	20080501	<NA>	<NA>	<NA>	02-812-7997	<NA>	<NA>	서울특별시 동작구 노량진2동 310-160	<NA>	<NA>	장이비인후과의원	2008-12-06 16:37:41	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	30.0	113	이비인후과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3190000	PHMA119713190033041100001	19711103	<NA>	3	폐업	3	폐업	20081230	<NA>	<NA>	<NA>	02-814-3402	<NA>	<NA>	서울특별시 동작구 노량진2동 235-10	<NA>	<NA>	주안과의원	2008-12-30 16:43:55	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	30.0	112	안과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3190000	PHMA119723190033041100001	19720625	<NA>	3	폐업	3	폐업	20180402	<NA>	<NA>	<NA>	02-822-7401	<NA>	<NA>	서울특별시 동작구 상도3동 314-7	서울특별시 동작구 성대로 20 (상도동)	7042	성신의원	2018-04-02 17:48:52	I	2018-08-31 23:59:59.0	의원	193968.774873	444151.008241	의원	2	0	0	30.0	101 111 122	내과, 소아청소년과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3190000	PHMA119723190033041100002	19720920	<NA>	3	폐업	3	폐업	20090423	<NA>	<NA>	<NA>	02-813-2448	<NA>	<NA>	서울특별시 동작구 노량진2동 232-184	<NA>	<NA>	김동균산부인과의원	2009-04-23 13:20:51	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	30.0	110	산부인과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<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
938	3190000	PHMA120243190033041100003	2024-03-21	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3280-2804	<NA>	<NA>	서울특별시 동작구 신대방동 364-2 더룩스 보라매	서울특별시 동작구 여의대방로22길 40, 더룩스 보라매 2층 (신대방동)	7058	나노라이너치과교정과치과의원	2024-03-31 19:30:54	U	2023-12-04 00:02:00.0	치과의원	193048.362266	443932.255929	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
939	3190000	PHMA120243190033041100004	2024-03-21	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동작구 상도1동 666-1 진영빌딩	서울특별시 동작구 양녕로 268, 진영빌딩 4층 (상도1동)	6968	모두본한의원	2024-04-02 13:56:13	U	2023-12-04 00:04:00.0	한의원	195407.072879	444587.560882	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
940	3190000	PHMA120243190033041100005	2024-03-21	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3471-8575	<NA>	<NA>	서울특별시 동작구 사당동 1043-13 산광빌딩	서울특별시 동작구 동작대로 7, 산광빌딩 2층 (사당동)	7025	터한의원	2024-04-04 16:36:27	U	2023-12-04 00:06:00.0	한의원	198260.606422	441663.546704	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
941	3190000	PHMA120243190033041100006	2024-03-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-588-7545	<NA>	<NA>	<NA>	서울특별시 동작구 사당로 240, 사당동 새마을금고 회관 3,4층 (사당동)	7011	오케이한의원	2024-04-18 22:13:16	U	2023-12-03 22:00:00.0	한의원	197672.560928	442293.415605	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
942	3190000	PHMA120243190033041100007	2024-03-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-588-7545	<NA>	<NA>	서울특별시 동작구 사당동 318-12 사당동 새마을금고 회관	서울특별시 동작구 사당로 240, 사당동 새마을금고 회관 3,4층 (사당동)	7011	사당오케이마디튼튼의원	2024-04-12 04:13:18	U	2023-12-03 23:04:00.0	의원	197655.576617	442308.570791	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
943	3190000	PHMA120243190033041100008	2024-03-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	028125075	<NA>	<NA>	서울특별시 동작구 대방동 394-7 금성빌딩	서울특별시 동작구 상도로 65, 금성빌딩 2층 2호 (대방동)	6954	소리숨이비인후과의원	2024-03-29 00:43:14	U	2023-12-02 21:01:00.0	의원	193556.607604	444199.890393	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
944	3190000	PHMA120243190033041100009	2024-04-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동작구 상도동 322-19 성대빌딩	서울특별시 동작구 국사봉1길 32, 성대빌딩 4층 401호 (상도동)	7042	닥터명마취통증의학과의원	2024-04-19 04:13:23	U	2023-12-03 22:01:00.0	의원	193772.646931	444071.838723	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
945	3190000	PHMA120243190033041100010	2024-04-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6242-2828	<NA>	<NA>	서울특별시 동작구 사당동 147-100	서울특별시 동작구 동작대로 103, 1,2층 (사당동)	7008	서울열린치과의원	2024-04-26 00:43:15	U	2023-12-03 22:08:00.0	치과의원	198313.263455	442622.637151	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
946	3190000	PHMA120243190033041100011	2024-04-23	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6956-4888	<NA>	<NA>	서울특별시 동작구 사당동 318-12 사당동 새마을금고 회관	서울특별시 동작구 사당로 240, 사당동 새마을금고 회관 5층 (사당동)	7011	수누리내과의원	2024-05-02 22:13:15	U	2023-12-05 00:04:00.0	의원	197655.576617	442308.570791	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
947	3190000	PHMA120243190033041100012	2024-04-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6265-5119	<NA>	<NA>	서울특별시 동작구 사당동 147-53 골든시네마타워	서울특별시 동작구 동작대로 89, 골든시네마타워 3층 301호,301-1호 (사당동)	7013	새오름피부과의원	2024-05-09 17:46:54	U	2023-12-04 23:01:00.0	의원	198295.843258	442507.699069	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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