gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	2098
Missing cells	32993
Missing cells (%)	38.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	717.2 KiB
Average record size in memory	350.1 B

Variable types

Categorical	11
Text	8
DateTime	6
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	영등포구
URL	https://data.seoul.go.kr/dataList/OA-16232/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has 2098 (100.0%) missing values	Missing
`폐업일자` has 1318 (62.8%) missing values	Missing
`휴업시작일자` has 2087 (99.5%) missing values	Missing
`휴업종료일자` has 2087 (99.5%) missing values	Missing
`재개업일자` has 2098 (100.0%) missing values	Missing
`전화번호` has 544 (25.9%) missing values	Missing
`소재지면적` has 2098 (100.0%) missing values	Missing
`소재지우편번호` has 1445 (68.9%) missing values	Missing
`지번주소` has 130 (6.2%) missing values	Missing
`도로명주소` has 861 (41.0%) missing values	Missing
`도로명우편번호` has 983 (46.9%) missing values	Missing
`좌표정보(X)` has 873 (41.6%) missing values	Missing
`좌표정보(Y)` has 873 (41.6%) missing values	Missing
`의료인수` has 485 (23.1%) missing values	Missing
`입원실수` has 485 (23.1%) missing values	Missing
`병상수` has 485 (23.1%) missing values	Missing
`총면적` has 485 (23.1%) missing values	Missing
`진료과목내용` has 485 (23.1%) missing values	Missing
`진료과목내용명` has 485 (23.1%) missing values	Missing
`지정취소일자` has 2098 (100.0%) missing values	Missing
`완화의료지정형태` has 2098 (100.0%) missing values	Missing
`완화의료담당부서명` has 2098 (100.0%) missing values	Missing
`총인원` has 2098 (100.0%) missing values	Missing
`구조사수` has 2098 (100.0%) missing values	Missing
`최초지정일자` has 2098 (100.0%) missing values	Missing
`병상수` is highly skewed (γ1 = 26.79609416)	Skewed
`총면적` is highly skewed (γ1 = 38.91083578)	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
`의료인수` has 560 (26.7%) zeros	Zeros
`입원실수` has 1587 (75.6%) zeros	Zeros
`병상수` has 1584 (75.5%) zeros	Zeros
`총면적` has 888 (42.3%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 08:04:19.234194
Analysis finished	2024-05-11 08:04:23.048473
Duration	3.81 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	16.5 KiB

3180000	2098

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3180000
2nd row	3180000
3rd row	3180000
4th row	3180000
5th row	3180000

Common Values

Value	Count	Frequency (%)
3180000	2098	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3180000	2098	100.0%

관리번호
Text

UNIQUE

Distinct	2098
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

Length

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

Characters and Unicode

Total characters	52450
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	2098 ?
Unique (%)	100.0%

Sample

1st row	PHMA119003180034041100001
2nd row	PHMA119003180034041100002
3rd row	PHMA119003180034041100003
4th row	PHMA119003180034041100004
5th row	PHMA119003180034041100005

Value	Count	Frequency (%)
phma119003180034041100001	1	< 0.1%
phma120073180034041100012	1	< 0.1%
phma120073180034041100010	1	< 0.1%
phma120073180034041100009	1	< 0.1%
phma120073180034041100008	1	< 0.1%
phma120073180034041100007	1	< 0.1%
phma120073180034041100006	1	< 0.1%
phma120073180034041100004	1	< 0.1%
phma120073180034041100003	1	< 0.1%
phma120073180034041100002	1	< 0.1%
Other values (2088)	2088	99.5%

Most occurring characters

Value	Count	Frequency (%)
0	15379	29.3%
1	10675	20.4%
3	4944	9.4%
4	4824	9.2%
8	2704	5.2%
2	2117	4.0%
P	2098	4.0%
H	2098	4.0%
M	2098	4.0%
A	2098	4.0%
Other values (4)	3415	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44058	84.0%
Uppercase Letter	8392	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15379	34.9%
1	10675	24.2%
3	4944	11.2%
4	4824	10.9%
8	2704	6.1%
2	2117	4.8%
9	1870	4.2%
5	531	1.2%
7	509	1.2%
6	505	1.1%

Uppercase Letter

Value	Count	Frequency (%)
P	2098	25.0%
H	2098	25.0%
M	2098	25.0%
A	2098	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	44058	84.0%
Latin	8392	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15379	34.9%
1	10675	24.2%
3	4944	11.2%
4	4824	10.9%
8	2704	6.1%
2	2117	4.8%
9	1870	4.2%
5	531	1.2%
7	509	1.2%
6	505	1.1%

Latin

Value	Count	Frequency (%)
P	2098	25.0%
H	2098	25.0%
M	2098	25.0%
A	2098	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	52450	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15379	29.3%
1	10675	20.4%
3	4944	9.4%
4	4824	9.2%
8	2704	5.2%
2	2117	4.0%
P	2098	4.0%
H	2098	4.0%
M	2098	4.0%
A	2098	4.0%
Other values (4)	3415	6.5%

인허가일자
Date

Distinct	1692
Distinct (%)	80.6%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

영업상태코드
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

3	1216
1	767
4	109
5	5
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1216	58.0%
1	767	36.6%
4	109	5.2%
5	5	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1216	58.0%
1	767	36.6%
4	109	5.2%
5	5	0.2%
2	1	< 0.1%

영업상태명
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

폐업	1216
영업/정상	767
취소/말소/만료/정지/중지	109
제외/삭제/전출	5
휴업	1

Length

Max length	14
Median length	2
Mean length	3.7345091
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	폐업
2nd row	취소/말소/만료/정지/중지
3rd row	폐업
4th row	폐업
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
폐업	1216	58.0%
영업/정상	767	36.6%
취소/말소/만료/정지/중지	109	5.2%
제외/삭제/전출	5	0.2%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1216	58.0%
영업/정상	767	36.6%
취소/말소/만료/정지/중지	109	5.2%
제외/삭제/전출	5	0.2%
휴업	1	< 0.1%

상세영업상태코드
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

3	1216
13	767
24	109
15	5
2	1

Length

Max length	2
Median length	1
Mean length	1.4199237
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	3
2nd row	24
3rd row	3
4th row	3
5th row	13

Common Values

Value	Count	Frequency (%)
3	1216	58.0%
13	767	36.6%
24	109	5.2%
15	5	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1216	58.0%
13	767	36.6%
24	109	5.2%
15	5	0.2%
2	1	< 0.1%

상세영업상태명
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

폐업	1216
영업중	767
직권폐업	109
전출	5
휴업	1

Length

Max length	4
Median length	2
Mean length	2.4694948
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1216	58.0%
영업중	767	36.6%
직권폐업	109	5.2%
전출	5	0.2%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1216	58.0%
영업중	767	36.6%
직권폐업	109	5.2%
전출	5	0.2%
휴업	1	< 0.1%

폐업일자
Date

MISSING

Distinct	583
Distinct (%)	74.7%
Missing	1318
Missing (%)	62.8%
Memory size	16.5 KiB

Minimum	2000-07-31 00:00:00
Maximum	2024-03-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	2087
Missing (%)	99.5%
Memory size	16.5 KiB

Minimum	2009-05-01 00:00:00
Maximum	2024-02-02 00:00:00

Histogram

Histogram with fixed size bins (bins=11)

휴업종료일자
Date

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	2087
Missing (%)	99.5%
Memory size	16.5 KiB

Minimum	2009-12-31 00:00:00
Maximum	2024-08-15 00:00:00

Histogram

Histogram with fixed size bins (bins=11)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

전화번호
Text

MISSING

Distinct	1387
Distinct (%)	89.3%
Missing	544
Missing (%)	25.9%
Memory size	16.5 KiB

Length

Max length	17
Median length	13
Mean length	11.077864
Min length	2

Characters and Unicode

Total characters	17215
Distinct characters	13
Distinct categories	4 ?
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	1247 ?
Unique (%)	80.2%

Sample

1st row	02-2677-7517
2nd row	02-833-2581
3rd row	02-2671-3331
4th row	02-677-4822
5th row	02-2068-4244

Value	Count	Frequency (%)
02-761-4210	5	0.3%
02-844-9794	4	0.3%
02-844-6885	4	0.3%
02-2634-2135	4	0.3%
02-2672-1993	4	0.3%
02-845-0777	4	0.3%
02-2635-7575	4	0.3%
02-2676-4959	3	0.2%
02	3	0.2%
02-849-9897	3	0.2%
Other values (1376)	1516	97.6%

Most occurring characters

Value	Count	Frequency (%)
2	2955	17.2%
-	2886	16.8%
0	2332	13.5%
8	1634	9.5%
7	1534	8.9%
6	1346	7.8%
3	1300	7.6%
5	1103	6.4%
4	814	4.7%
1	773	4.5%
Other values (3)	538	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14325	83.2%
Dash Punctuation	2886	16.8%
Other Punctuation	2	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2955	20.6%
0	2332	16.3%
8	1634	11.4%
7	1534	10.7%
6	1346	9.4%
3	1300	9.1%
5	1103	7.7%
4	814	5.7%
1	773	5.4%
9	534	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	2886	100.0%

Other Punctuation

Value	Count	Frequency (%)
*	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17215	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2955	17.2%
-	2886	16.8%
0	2332	13.5%
8	1634	9.5%
7	1534	8.9%
6	1346	7.8%
3	1300	7.6%
5	1103	6.4%
4	814	4.7%
1	773	4.5%
Other values (3)	538	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17215	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2955	17.2%
-	2886	16.8%
0	2332	13.5%
8	1634	9.5%
7	1534	8.9%
6	1346	7.8%
3	1300	7.6%
5	1103	6.4%
4	814	4.7%
1	773	4.5%
Other values (3)	538	3.1%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

소재지우편번호
Text

MISSING

Distinct	187
Distinct (%)	28.6%
Missing	1445
Missing (%)	68.9%
Memory size	16.5 KiB

Length

Max length	7
Median length	6
Mean length	6.1669219
Min length	6

Characters and Unicode

Total characters	4027
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	81 ?
Unique (%)	12.4%

Sample

1st row	150010
2nd row	150795
3rd row	150707
4th row	150033
5th row	150836

Value	Count	Frequency (%)
150033	43	6.6%
150045	33	5.1%
150010	29	4.4%
150034	25	3.8%
150036	21	3.2%
150050	17	2.6%
150890	14	2.1%
150030	13	2.0%
150070	12	1.8%
150093	12	1.8%
Other values (177)	434	66.5%

Most occurring characters

Value	Count	Frequency (%)
0	1175	29.2%
5	780	19.4%
1	773	19.2%
8	328	8.1%
3	297	7.4%
4	155	3.8%
9	138	3.4%
7	113	2.8%
-	109	2.7%
6	101	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3918	97.3%
Dash Punctuation	109	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1175	30.0%
5	780	19.9%
1	773	19.7%
8	328	8.4%
3	297	7.6%
4	155	4.0%
9	138	3.5%
7	113	2.9%
6	101	2.6%
2	58	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	109	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4027	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1175	29.2%
5	780	19.4%
1	773	19.2%
8	328	8.1%
3	297	7.4%
4	155	3.8%
9	138	3.4%
7	113	2.8%
-	109	2.7%
6	101	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4027	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1175	29.2%
5	780	19.4%
1	773	19.2%
8	328	8.1%
3	297	7.4%
4	155	3.8%
9	138	3.4%
7	113	2.8%
-	109	2.7%
6	101	2.5%

지번주소
Text

MISSING

Distinct	1548
Distinct (%)	78.7%
Missing	130
Missing (%)	6.2%
Memory size	16.5 KiB

Length

Max length	47
Median length	44
Mean length	26.354675
Min length	14

Characters and Unicode

Total characters	51866
Distinct characters	300
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	1313 ?
Unique (%)	66.7%

Sample

1st row	서울특별시 영등포구 당산동6가 5층 304-1
2nd row	서울특별시 영등포구 대림동 706-0
3rd row	서울특별시 영등포구 양평동1가 131-1
4th row	서울특별시 영등포구 신길동 236-5
5th row	서울특별시 영등포구 당산동3가 385번지 1호

Value	Count	Frequency (%)
영등포구	1968	19.9%
서울특별시	1946	19.7%
여의도동	379	3.8%
신길동	320	3.2%
대림동	225	2.3%
1호	151	1.5%
영등포동3가	135	1.4%
2층	126	1.3%
영등포동4가	111	1.1%
2호	97	1.0%
Other values (1467)	4418	44.7%

Most occurring characters

Value	Count	Frequency (%)
	9409	18.1%
영	2519	4.9%
포	2519	4.9%
등	2507	4.8%
동	2019	3.9%
서	1977	3.8%
울	1972	3.8%
구	1971	3.8%
시	1959	3.8%
별	1948	3.8%
Other values (290)	23066	44.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	31791	61.3%
Decimal Number	9443	18.2%
Space Separator	9409	18.1%
Dash Punctuation	967	1.9%
Other Punctuation	91	0.2%
Uppercase Letter	85	0.2%
Close Punctuation	34	0.1%
Open Punctuation	34	0.1%
Math Symbol	6	< 0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
영	2519	7.9%
포	2519	7.9%
등	2507	7.9%
동	2019	6.4%
서	1977	6.2%
울	1972	6.2%
구	1971	6.2%
시	1959	6.2%
별	1948	6.1%
특	1946	6.1%
Other values (248)	10454	32.9%

Uppercase Letter

Value	Count	Frequency (%)
E	12	14.1%
S	9	10.6%
K	8	9.4%
T	7	8.2%
A	7	8.2%
U	6	7.1%
C	5	5.9%
B	5	5.9%
Y	4	4.7%
N	4	4.7%
Other values (8)	18	21.2%

Decimal Number

Value	Count	Frequency (%)
1	1618	17.1%
2	1491	15.8%
3	1468	15.5%
4	1068	11.3%
5	847	9.0%
6	806	8.5%
0	788	8.3%
7	535	5.7%
9	423	4.5%
8	399	4.2%

Other Punctuation

Value	Count	Frequency (%)
,	69	75.8%
.	14	15.4%
/	3	3.3%
?	3	3.3%
@	1	1.1%
&	1	1.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	66.7%
t	1	16.7%
k	1	16.7%

Space Separator

Value	Count	Frequency (%)
	9409	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	967	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	34	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	31791	61.3%
Common	19984	38.5%
Latin	91	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
영	2519	7.9%
포	2519	7.9%
등	2507	7.9%
동	2019	6.4%
서	1977	6.2%
울	1972	6.2%
구	1971	6.2%
시	1959	6.2%
별	1948	6.1%
특	1946	6.1%
Other values (248)	10454	32.9%

Common

Value	Count	Frequency (%)
	9409	47.1%
1	1618	8.1%
2	1491	7.5%
3	1468	7.3%
4	1068	5.3%
-	967	4.8%
5	847	4.2%
6	806	4.0%
0	788	3.9%
7	535	2.7%
Other values (11)	987	4.9%

Latin

Value	Count	Frequency (%)
E	12	13.2%
S	9	9.9%
K	8	8.8%
T	7	7.7%
A	7	7.7%
U	6	6.6%
C	5	5.5%
B	5	5.5%
Y	4	4.4%
N	4	4.4%
Other values (11)	24	26.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	31791	61.3%
ASCII	20075	38.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9409	46.9%
1	1618	8.1%
2	1491	7.4%
3	1468	7.3%
4	1068	5.3%
-	967	4.8%
5	847	4.2%
6	806	4.0%
0	788	3.9%
7	535	2.7%
Other values (32)	1078	5.4%

Hangul

Value	Count	Frequency (%)
영	2519	7.9%
포	2519	7.9%
등	2507	7.9%
동	2019	6.4%
서	1977	6.2%
울	1972	6.2%
구	1971	6.2%
시	1959	6.2%
별	1948	6.1%
특	1946	6.1%
Other values (248)	10454	32.9%

도로명주소
Text

MISSING

Distinct	1132
Distinct (%)	91.5%
Missing	861
Missing (%)	41.0%
Memory size	16.5 KiB

Length

Max length	68
Median length	49
Mean length	33.784964
Min length	22

Characters and Unicode

Total characters	41792
Distinct characters	304
Distinct categories	11 ?
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	1054 ?
Unique (%)	85.2%

Sample

1st row	서울특별시 영등포구 당산로 123 (당산동3가, 영등포구청)
2nd row	서울특별시 영등포구 여의대방로 386, 208호 (여의도동, 진주상가)
3rd row	서울특별시 영등포구 의사당대로 108, 306~307호 (여의도동, 아일렉스)
4th row	서울특별시 영등포구 국제금융로2길 32, 지하1층 (여의도동, 동양증권빌딩)
5th row	서울특별시 영등포구 영중로 12, 11층 (영등포동3가, 에쉐르아이시네마쇼핑몰)

Value	Count	Frequency (%)
서울특별시	1237	15.8%
영등포구	1237	15.8%
여의도동	250	3.2%
2층	227	2.9%
신길동	200	2.6%
대림동	131	1.7%
3층	121	1.5%
당산로	100	1.3%
양평로	94	1.2%
영중로	92	1.2%
Other values (1082)	4145	52.9%

Most occurring characters

Value	Count	Frequency (%)
	6599	15.8%
영	1769	4.2%
포	1616	3.9%
등	1604	3.8%
,	1330	3.2%
동	1315	3.1%
시	1273	3.0%
로	1255	3.0%
서	1254	3.0%
(	1248	3.0%
Other values (294)	22529	53.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25049	59.9%
Space Separator	6599	15.8%
Decimal Number	6031	14.4%
Other Punctuation	1352	3.2%
Open Punctuation	1248	3.0%
Close Punctuation	1248	3.0%
Dash Punctuation	116	0.3%
Uppercase Letter	106	0.3%
Math Symbol	24	0.1%
Lowercase Letter	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
영	1769	7.1%
포	1616	6.5%
등	1604	6.4%
동	1315	5.2%
시	1273	5.1%
로	1255	5.0%
서	1254	5.0%
울	1242	5.0%
구	1239	4.9%
별	1238	4.9%
Other values (249)	11244	44.9%

Uppercase Letter

Value	Count	Frequency (%)
E	17	16.0%
S	16	15.1%
K	10	9.4%
A	9	8.5%
U	8	7.5%
J	8	7.5%
T	7	6.6%
B	5	4.7%
C	5	4.7%
Y	4	3.8%
Other values (8)	17	16.0%

Decimal Number

Value	Count	Frequency (%)
2	1097	18.2%
1	994	16.5%
3	890	14.8%
4	627	10.4%
0	559	9.3%
6	506	8.4%
5	498	8.3%
7	338	5.6%
8	295	4.9%
9	227	3.8%

Lowercase Letter

Value	Count	Frequency (%)
e	8	44.4%
r	2	11.1%
c	2	11.1%
n	2	11.1%
t	2	11.1%
s	1	5.6%
k	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	1330	98.4%
.	16	1.2%
?	3	0.2%
&	3	0.2%

Space Separator

Value	Count	Frequency (%)
	6599	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1248	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1248	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	116	100.0%

Math Symbol

Value	Count	Frequency (%)
~	24	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25049	59.9%
Common	16618	39.8%
Latin	125	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
영	1769	7.1%
포	1616	6.5%
등	1604	6.4%
동	1315	5.2%
시	1273	5.1%
로	1255	5.0%
서	1254	5.0%
울	1242	5.0%
구	1239	4.9%
별	1238	4.9%
Other values (249)	11244	44.9%

Latin

Value	Count	Frequency (%)
E	17	13.6%
S	16	12.8%
K	10	8.0%
A	9	7.2%
U	8	6.4%
J	8	6.4%
e	8	6.4%
T	7	5.6%
B	5	4.0%
C	5	4.0%
Other values (16)	32	25.6%

Common

Value	Count	Frequency (%)
	6599	39.7%
,	1330	8.0%
(	1248	7.5%
)	1248	7.5%
2	1097	6.6%
1	994	6.0%
3	890	5.4%
4	627	3.8%
0	559	3.4%
6	506	3.0%
Other values (9)	1520	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25049	59.9%
ASCII	16742	40.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6599	39.4%
,	1330	7.9%
(	1248	7.5%
)	1248	7.5%
2	1097	6.6%
1	994	5.9%
3	890	5.3%
4	627	3.7%
0	559	3.3%
6	506	3.0%
Other values (34)	1644	9.8%

Hangul

Value	Count	Frequency (%)
영	1769	7.1%
포	1616	6.5%
등	1604	6.4%
동	1315	5.2%
시	1273	5.1%
로	1255	5.0%
서	1254	5.0%
울	1242	5.0%
구	1239	4.9%
별	1238	4.9%
Other values (249)	11244	44.9%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	226
Distinct (%)	20.3%
Missing	983
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	25298.127

Minimum	7204
Maximum	150989
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	7204
5-th percentile	7214
Q1	7266
median	7331
Q3	7411
95-th percentile	150823.6
Maximum	150989
Range	143785
Interquartile range (IQR)	145

Descriptive statistics

Standard deviation	47470.301
Coefficient of variation (CV)	1.8764354
Kurtosis	3.127498
Mean	25298.127
Median Absolute Deviation (MAD)	67
Skewness	2.2631382
Sum	28207412
Variance	2.2534295 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7333	58	2.8%
7304	32	1.5%
7223	31	1.5%
7328	27	1.3%
7327	25	1.2%
7251	24	1.1%
7301	23	1.1%
7214	23	1.1%
7250	21	1.0%
7417	20	1.0%
Other values (216)	831	39.6%
(Missing)	983	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7204	1	< 0.1%
7205	2	0.1%
7206	8	0.4%
7207	6	0.3%
7208	8	0.4%
7212	1	< 0.1%
7213	19	0.9%
7214	23	1.1%
7217	4	0.2%
7219	7	0.3%

Value	Count	Frequency (%)
150989	1	< 0.1%
150977	1	< 0.1%
150973	1	< 0.1%
150971	1	< 0.1%
150968	1	< 0.1%
150949	2	0.1%
150918	2	0.1%
150901	1	< 0.1%
150890	2	0.1%
150889	2	0.1%

사업장명
Text

Distinct	1760
Distinct (%)	83.9%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

Length

Max length	28
Median length	23
Mean length	7.0100095
Min length	3

Characters and Unicode

Total characters	14707
Distinct characters	458
Distinct categories	8 ?
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	1576 ?
Unique (%)	75.1%

Sample

1st row	두손이비인후과의원
2nd row	서울복지의원
3rd row	서울영등포중앙의원
4th row	아사랑소아과의원
5th row	영등포구보건소

Value	Count	Frequency (%)
동인당한의원	18	0.8%
영일한의원	9	0.4%
세종한의원	9	0.4%
대원한의원	8	0.4%
백제한의원	8	0.4%
중앙한의원	8	0.4%
사상당한의원	7	0.3%
대명한의원	7	0.3%
국제당한의원	7	0.3%
동산한의원	6	0.3%
Other values (1771)	2042	95.9%

Most occurring characters

Value	Count	Frequency (%)
의	2206	15.0%
원	2084	14.2%
과	1137	7.7%
한	660	4.5%
치	557	3.8%
이	239	1.6%
인	219	1.5%
성	189	1.3%
정	166	1.1%
소	160	1.1%
Other values (448)	7090	48.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14587	99.2%
Decimal Number	40	0.3%
Space Separator	31	0.2%
Close Punctuation	18	0.1%
Open Punctuation	18	0.1%
Uppercase Letter	8	0.1%
Lowercase Letter	3	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	2206	15.1%
원	2084	14.3%
과	1137	7.8%
한	660	4.5%
치	557	3.8%
이	239	1.6%
인	219	1.5%
성	189	1.3%
정	166	1.1%
소	160	1.1%
Other values (428)	6970	47.8%

Uppercase Letter

Value	Count	Frequency (%)
P	1	12.5%
N	1	12.5%
C	1	12.5%
K	1	12.5%
B	1	12.5%
S	1	12.5%
E	1	12.5%
W	1	12.5%

Decimal Number

Value	Count	Frequency (%)
3	11	27.5%
6	11	27.5%
5	9	22.5%
8	5	12.5%
0	2	5.0%
2	1	2.5%
4	1	2.5%

Space Separator

Value	Count	Frequency (%)
	31	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	18	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	18	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14587	99.2%
Common	109	0.7%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	2206	15.1%
원	2084	14.3%
과	1137	7.8%
한	660	4.5%
치	557	3.8%
이	239	1.6%
인	219	1.5%
성	189	1.3%
정	166	1.1%
소	160	1.1%
Other values (428)	6970	47.8%

Common

Value	Count	Frequency (%)
	31	28.4%
)	18	16.5%
(	18	16.5%
3	11	10.1%
6	11	10.1%
5	9	8.3%
8	5	4.6%
0	2	1.8%
-	2	1.8%
2	1	0.9%

Latin

Value	Count	Frequency (%)
e	3	27.3%
P	1	9.1%
N	1	9.1%
C	1	9.1%
K	1	9.1%
B	1	9.1%
S	1	9.1%
E	1	9.1%
W	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14587	99.2%
ASCII	120	0.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	2206	15.1%
원	2084	14.3%
과	1137	7.8%
한	660	4.5%
치	557	3.8%
이	239	1.6%
인	219	1.5%
성	189	1.3%
정	166	1.1%
소	160	1.1%
Other values (428)	6970	47.8%

ASCII

Value	Count	Frequency (%)
	31	25.8%
)	18	15.0%
(	18	15.0%
3	11	9.2%
6	11	9.2%
5	9	7.5%
8	5	4.2%
e	3	2.5%
0	2	1.7%
-	2	1.7%
Other values (10)	10	8.3%

최종수정일자
Date

Distinct	1461
Distinct (%)	69.6%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

Minimum	2008-12-18 18:43:52
Maximum	2024-05-09 23:43:21

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

I	1350
U	748

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 (%)
I	1350	64.3%
U	748	35.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1350	64.3%
u	748	35.7%

데이터갱신일자
Date

Distinct	395
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Memory size	16.5 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 (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

의원	996
한의원	552
치과의원	549
보건소	1

Length

Max length	4
Median length	3
Mean length	2.7869399
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	996	47.5%
한의원	552	26.3%
치과의원	549	26.2%
보건소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	996	47.5%
한의원	552	26.3%
치과의원	549	26.2%
보건소	1	< 0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	569
Distinct (%)	46.4%
Missing	873
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	191827.4

Minimum	189700.36
Maximum	194632.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	189700.36
5-th percentile	190217.71
Q1	191077.63
median	191562.89
Q3	192593.38
95-th percentile	193806.71
Maximum	194632.53
Range	4932.1706
Interquartile range (IQR)	1515.7551

Descriptive statistics

Standard deviation	1068.7863
Coefficient of variation (CV)	0.0055716038
Kurtosis	-0.5878462
Mean	191827.4
Median Absolute Deviation (MAD)	616.17592
Skewness	0.50112134
Sum	2.3498856 × 10⁸
Variance	1142304.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193209.283508484	15	0.7%
193806.710797598	15	0.7%
193306.330043669	13	0.6%
193798.948251805	12	0.6%
191186.037189337	12	0.6%
193474.240829093	9	0.4%
191609.154696895	9	0.4%
190217.705071932	9	0.4%
192574.606470155	9	0.4%
191692.056397988	9	0.4%
Other values (559)	1113	53.1%
(Missing)	873	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189700.355755718	1	< 0.1%
189710.922675147	1	< 0.1%
189725.215190486	1	< 0.1%
189749.797733542	3	0.1%
189784.908763399	1	< 0.1%
189785.752470051	8	0.4%
189862.670939789	4	0.2%
189877.186450371	1	< 0.1%
189879.22376459	1	< 0.1%
189955.804848895	1	< 0.1%

Value	Count	Frequency (%)
194632.526367463	2	0.1%
194504.656267957	3	0.1%
194370.32715363	1	< 0.1%
194182.153879146	1	< 0.1%
194124.497455922	8	0.4%
194015.180457719	2	0.1%
193989.272586157	1	< 0.1%
193915.13139016	3	0.1%
193896.282065175	3	0.1%
193882.109246282	3	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	568
Distinct (%)	46.4%
Missing	873
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	446063.92

Minimum	442756.53
Maximum	448737.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	442756.53
5-th percentile	443464.03
Q1	445156.04
median	446375.37
Q3	446854.65
95-th percentile	448013.51
Maximum	448737.35
Range	5980.8207
Interquartile range (IQR)	1698.6044

Descriptive statistics

Standard deviation	1345.4798
Coefficient of variation (CV)	0.0030163386
Kurtosis	-0.42563045
Mean	446063.92
Median Absolute Deviation (MAD)	776.59595
Skewness	-0.56935233
Sum	5.464283 × 10⁸
Variance	1810316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446474.956573488	15	0.7%
446301.910645928	15	0.7%
446582.782311218	13	0.6%
446579.652565611	12	0.6%
447739.896956998	12	0.6%
446636.663614573	9	0.4%
442980.019855565	9	0.4%
446449.917568696	9	0.4%
445510.425772004	9	0.4%
446077.290265185	9	0.4%
Other values (558)	1113	53.1%
(Missing)	873	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
442756.531513655	1	< 0.1%
442845.509722053	1	< 0.1%
442950.2893204	1	< 0.1%
442956.065308648	2	0.1%
442974.733364799	1	< 0.1%
442980.019855565	9	0.4%
443029.25014867	1	< 0.1%
443035.744665571	2	0.1%
443120.588317372	1	< 0.1%
443148.405484345	1	< 0.1%

Value	Count	Frequency (%)
448737.352190615	1	< 0.1%
448515.663711947	1	< 0.1%
448507.891439415	1	< 0.1%
448477.213372581	1	< 0.1%
448449.328276831	1	< 0.1%
448434.679777957	1	< 0.1%
448433.817829409	1	< 0.1%
448412.128229793	2	0.1%
448399.365382151	3	0.1%
448389.839806194	1	< 0.1%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

의원	714
<NA>	485
치과의원	460
한의원	438
보건소	1

Length

Max length	4
Median length	3
Mean length	3.1101049
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	714	34.0%
<NA>	485	23.1%
치과의원	460	21.9%
한의원	438	20.9%
보건소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	714	34.0%
na	485	23.1%
치과의원	460	21.9%
한의원	438	20.9%
보건소	1	< 0.1%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.7%
Missing	485
Missing (%)	23.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.83756975

Minimum	0
Maximum	44
Zeros	560
Zeros (%)	26.7%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	44
Range	44
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5549176
Coefficient of variation (CV)	1.8564634
Kurtosis	421.50937
Mean	0.83756975
Median Absolute Deviation (MAD)	0
Skewness	17.409138
Sum	1351
Variance	2.4177688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	903	43.0%
0	560	26.7%
2	117	5.6%
3	21	1.0%
9	3	0.1%
4	3	0.1%
6	1	< 0.1%
44	1	< 0.1%
5	1	< 0.1%
22	1	< 0.1%
Other values (2)	2	0.1%
(Missing)	485	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	560	26.7%
1	903	43.0%
2	117	5.6%
3	21	1.0%
4	3	0.1%
5	1	< 0.1%
6	1	< 0.1%
9	3	0.1%
11	1	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
44	1	< 0.1%
24	1	< 0.1%
22	1	< 0.1%
11	1	< 0.1%
9	3	0.1%
6	1	< 0.1%
5	1	< 0.1%
4	3	0.1%
3	21	1.0%
2	117	5.6%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.6%
Missing	485
Missing (%)	23.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.04649721

Minimum	0
Maximum	8
Zeros	1587
Zeros (%)	75.6%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.46296642
Coefficient of variation (CV)	9.9568645
Kurtosis	169.54001
Mean	0.04649721
Median Absolute Deviation (MAD)	0
Skewness	12.447492
Sum	75
Variance	0.21433791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1587	75.6%
1	12	0.6%
2	3	0.1%
4	3	0.1%
7	2	0.1%
3	2	0.1%
6	2	0.1%
8	1	< 0.1%
5	1	< 0.1%
(Missing)	485	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1587	75.6%
1	12	0.6%
2	3	0.1%
3	2	0.1%
4	3	0.1%
5	1	< 0.1%
6	2	0.1%
7	2	0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	2	0.1%
6	2	0.1%
5	1	< 0.1%
4	3	0.1%
3	2	0.1%
2	3	0.1%
1	12	0.6%
0	1587	75.6%

병상수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15
Distinct (%)	0.9%
Missing	485
Missing (%)	23.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.17792932

Minimum	0
Maximum	90
Zeros	1584
Zeros (%)	75.5%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	90
Range	90
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.6375244
Coefficient of variation (CV)	14.823438
Kurtosis	855.46822
Mean	0.17792932
Median Absolute Deviation (MAD)	0
Skewness	26.796094
Sum	287
Variance	6.9565349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1584	75.5%
2	8	0.4%
1	6	0.3%
10	2	0.1%
6	2	0.1%
3	2	0.1%
29	1	< 0.1%
5	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
Other values (5)	5	0.2%
(Missing)	485	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1584	75.5%
1	6	0.3%
2	8	0.4%
3	2	0.1%
5	1	< 0.1%
6	2	0.1%
9	1	< 0.1%
10	2	0.1%
14	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
90	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
10	2	0.1%
9	1	< 0.1%
6	2	0.1%

총면적
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	593
Distinct (%)	36.8%
Missing	485
Missing (%)	23.1%
Infinite	0
Infinite (%)	0.0%
Mean	360.29868

Minimum	0
Maximum	397398
Zeros	888
Zeros (%)	42.3%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	106.86
95-th percentile	233.8
Maximum	397398
Range	397398
Interquartile range (IQR)	106.86

Descriptive statistics

Standard deviation	10007.547
Coefficient of variation (CV)	27.775698
Kurtosis	1540.3542
Mean	360.29868
Median Absolute Deviation (MAD)	0
Skewness	38.910836
Sum	581161.77
Variance	1.0015101 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	888	42.3%
66.0	9	0.4%
132.0	7	0.3%
86.0	5	0.2%
88.0	4	0.2%
105.6	4	0.2%
88.32	4	0.2%
99.0	4	0.2%
65.0	4	0.2%
179.56	4	0.2%
Other values (583)	680	32.4%
(Missing)	485	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	888	42.3%
17.05	1	< 0.1%
23.0	2	0.1%
25.91	1	< 0.1%
28.05	1	< 0.1%
30.0	2	0.1%
30.6	1	< 0.1%
32.0	1	< 0.1%
32.21	1	< 0.1%
33.0	2	0.1%

Value	Count	Frequency (%)
397398.0	1	< 0.1%
58386.0	1	< 0.1%
16891.0	1	< 0.1%
2089.55	1	< 0.1%
1761.48	1	< 0.1%
1400.94	1	< 0.1%
1156.0	1	< 0.1%
1068.97	1	< 0.1%
980.97	1	< 0.1%
803.0	1	< 0.1%

진료과목내용
Text

MISSING

Distinct	257
Distinct (%)	15.9%
Missing	485
Missing (%)	23.1%
Memory size	16.5 KiB

Length

Max length	83
Median length	3
Mean length	8.5151891
Min length	3

Characters and Unicode

Total characters	13735
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	190 ?
Unique (%)	11.8%

Sample

1st row	101
2nd row	101
3rd row	101
4th row	101
5th row	101

Value	Count	Frequency (%)
101	985	25.7%
401	200	5.2%
301	174	4.5%
114	155	4.0%
111	122	3.2%
113	103	2.7%
406	88	2.3%
402	87	2.3%
403	87	2.3%
407	86	2.2%
Other values (44)	1750	45.6%

Most occurring characters

Value	Count	Frequency (%)
1	4244	30.9%
0	3146	22.9%
	2224	16.2%
4	1421	10.3%
3	1062	7.7%
2	580	4.2%
5	300	2.2%
8	229	1.7%
6	208	1.5%
7	176	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11511	83.8%
Space Separator	2224	16.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4244	36.9%
0	3146	27.3%
4	1421	12.3%
3	1062	9.2%
2	580	5.0%
5	300	2.6%
8	229	2.0%
6	208	1.8%
7	176	1.5%
9	145	1.3%

Space Separator

Value	Count	Frequency (%)
	2224	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13735	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4244	30.9%
0	3146	22.9%
	2224	16.2%
4	1421	10.3%
3	1062	7.7%
2	580	4.2%
5	300	2.2%
8	229	1.7%
6	208	1.5%
7	176	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13735	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4244	30.9%
0	3146	22.9%
	2224	16.2%
4	1421	10.3%
3	1062	7.7%
2	580	4.2%
5	300	2.2%
8	229	1.7%
6	208	1.5%
7	176	1.3%

진료과목내용명
Text

MISSING

Distinct	206
Distinct (%)	12.8%
Missing	485
Missing (%)	23.1%
Memory size	16.5 KiB

Length

Max length	141
Median length	2
Mean length	12.371358
Min length	2

Characters and Unicode

Total characters	19955
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	142 ?
Unique (%)	8.8%

Sample

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

Value	Count	Frequency (%)
내과	985	25.7%
치과	202	5.3%
한방내과	174	4.5%
피부과	155	4.0%
소아청소년과	122	3.2%
이비인후과	103	2.7%
치주과	100	2.6%
치과보철과	99	2.6%
구강악안면외과	98	2.6%
치과보존과	97	2.5%
Other values (34)	1702	44.4%

Most occurring characters

Value	Count	Frequency (%)
과	4122	20.7%
,	2224	11.1%
	2224	11.1%
내	1246	6.2%
치	886	4.4%
방	695	3.5%
한	593	3.0%
학	449	2.3%
의	449	2.3%
소	425	2.1%
Other values (55)	6642	33.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15339	76.9%
Other Punctuation	2392	12.0%
Space Separator	2224	11.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	4122	26.9%
내	1246	8.1%
치	886	5.8%
방	695	4.5%
한	593	3.9%
학	449	2.9%
의	449	2.9%
소	425	2.8%
부	383	2.5%
구	348	2.3%
Other values (52)	5743	37.4%

Other Punctuation

Value	Count	Frequency (%)
,	2224	93.0%
?	168	7.0%

Space Separator

Value	Count	Frequency (%)
	2224	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15339	76.9%
Common	4616	23.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	4122	26.9%
내	1246	8.1%
치	886	5.8%
방	695	4.5%
한	593	3.9%
학	449	2.9%
의	449	2.9%
소	425	2.8%
부	383	2.5%
구	348	2.3%
Other values (52)	5743	37.4%

Common

Value	Count	Frequency (%)
,	2224	48.2%
	2224	48.2%
?	168	3.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15339	76.9%
ASCII	4616	23.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	4122	26.9%
내	1246	8.1%
치	886	5.8%
방	695	4.5%
한	593	3.9%
학	449	2.9%
의	449	2.9%
소	425	2.8%
부	383	2.5%
구	348	2.3%
Other values (52)	5743	37.4%

ASCII

Value	Count	Frequency (%)
,	2224	48.2%
	2224	48.2%
?	168	3.6%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

0	1613
<NA>	485

Length

Max length	4
Median length	1
Mean length	1.6935176
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	1613	76.9%
<NA>	485	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1613	76.9%
na	485	23.1%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

0	1613
<NA>	485

Length

Max length	4
Median length	1
Mean length	1.6935176
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	1613	76.9%
<NA>	485	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1613	76.9%
na	485	23.1%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

0	1613
<NA>	485

Length

Max length	4
Median length	1
Mean length	1.6935176
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	1613	76.9%
<NA>	485	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1613	76.9%
na	485	23.1%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2098
Missing (%)	100.0%
Memory size	18.6 KiB

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	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	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	총인원	구조사수	최초지정일자
0	3180000	PHMA119003180034041100001	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	02-2677-7517	<NA>	<NA>	서울특별시 영등포구 당산동6가 5층 304-1	<NA>	<NA>	두손이비인후과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3180000	PHMA119003180034041100002	19000101	<NA>	4	취소/말소/만료/정지/중지	24	직권폐업	20150126	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 대림동 706-0	<NA>	<NA>	서울복지의원	2015-01-26 10:38:57	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3180000	PHMA119003180034041100003	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 양평동1가 131-1	<NA>	<NA>	서울영등포중앙의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3180000	PHMA119003180034041100004	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	02-833-2581	<NA>	<NA>	서울특별시 영등포구 신길동 236-5	<NA>	<NA>	아사랑소아과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3180000	PHMA119003180034041100005	19000101	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 당산동3가 385번지 1호	서울특별시 영등포구 당산로 123 (당산동3가, 영등포구청)	7260	영등포구보건소	2017-09-05 18:39:13	I	2018-08-31 23:59:59.0	보건소	190733.030903	447118.969319	보건소	9	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3180000	PHMA119003180034041100006	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 대림동 783-2	<NA>	<NA>	우리연세소아과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3180000	PHMA119003180034041100007	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	02-2671-3331	<NA>	<NA>	서울특별시 영등포구 당산동6가 2층 216-5	<NA>	<NA>	유로탑비뇨기과	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3180000	PHMA119003180034041100008	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 당산동6가 216-5	<NA>	<NA>	유로탑비뇨기과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3180000	PHMA119003180034041100009	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 여의도동 44-35	<NA>	<NA>	정숙산부인과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3180000	PHMA119003180034041100010	19000101	<NA>	3	폐업	3	폐업	<NA>	<NA>	<NA>	<NA>	02-677-4822	<NA>	<NA>	서울특별시 영등포구 영등포동1가 삼보빌딩 143-3	<NA>	<NA>	라파치과의원	2008-12-18 18:43:52	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	0	101	내과	<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
2088	3180000	PHMA120243180034041100008	2024-03-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 국제금융로 39, 301,302,303,308호 (여의도동, 브라이튼 여의도)	7339	빛채운 피부과의원	2024-03-14 10:50:12	I	2023-12-02 23:06:00.0	의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2089	3180000	PHMA120243180034041100009	2018-08-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6925-3939	<NA>	<NA>	서울특별시 영등포구 여의도동 525	서울특별시 영등포구 국제금융로 39, 109호 (여의도동)	7339	서울고마운정형외과의원	2024-04-18 20:43:18	U	2023-12-03 22:00:00.0	의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2090	3180000	PHMA120243180034041100010	2018-11-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2634-4300	<NA>	<NA>	서울특별시 영등포구 양평동5가 26-3	서울특별시 영등포구 양평로 133, 5,6,9층 (양평동5가)	7207	미래셀의원	2024-04-01 15:27:14	U	2023-12-04 00:03:00.0	의원	190459.286536	448434.679778	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2091	3180000	PHMA120243180034041100011	2024-03-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2263-5553	<NA>	<NA>	서울특별시 영등포구 문래동6가 5 EEU동신타워	서울특별시 영등포구 선유로 63, EEU동신타워 402,403호 (문래동6가)	7281	닥터오의원	2024-03-29 00:13:19	U	2023-12-02 21:01:00.0	의원	190121.308342	446385.284135	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2092	3180000	PHMA120243180034041100012	2002-11-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 영등포구 여의도동 26-5 대오빌딩	서울특별시 영등포구 여의나루로 53-1, 대오빌딩 7층 701호 (여의도동)	7327	고려금비뇨기과의원	2024-04-03 13:54:01	U	2023-12-04 00:05:00.0	의원	193301.905347	446718.740953	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2093	3180000	PHMA120243180034041100013	2024-04-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-783-2825	<NA>	<NA>	서울특별시 영등포구 여의도동 26-5 대오빌딩	서울특별시 영등포구 여의나루로 53-1, 대오빌딩 4층 401호 (여의도동)	7327	위드치과보철과의원	2024-04-26 00:43:22	U	2023-12-03 22:08:00.0	치과의원	193301.905347	446718.740953	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2094	3180000	PHMA120243180034041100014	2024-04-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2633-2632	<NA>	<NA>	<NA>	서울특별시 영등포구 양평로 68, 7층 (당산동6가)	7222	이화앤유영상의학과의원	2024-04-19 00:43:22	U	2023-12-03 22:01:00.0	의원	191046.720916	448126.220292	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2095	3180000	PHMA120243180034041100015	2024-04-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2635-1119	<NA>	<NA>	서울특별시 영등포구 영등포동3가 9-13 에쉐르아이 시네마 쇼핑몰	서울특별시 영등포구 영중로 12, 에쉐르아이 시네마 쇼핑몰 2층 (영등포동3가)	7304	고운이비인후과의원	2024-04-19 04:13:22	U	2023-12-03 22:01:00.0	의원	191664.796066	446160.543792	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2096	3180000	PHMA120243180034041100016	2024-04-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-835-1028	<NA>	<NA>	서울특별시 영등포구 신길동 4336	서울특별시 영등포구 여의대방로 77, 2층 (신길동)	7434	뉴연세보라매치과의원	2024-04-19 00:43:22	U	2023-12-03 22:01:00.0	치과의원	192434.114642	443871.385513	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2097	3180000	PHMA120243180034041100017	2024-04-03	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6674-0100	<NA>	<NA>	서울특별시 영등포구 당산동6가 338-1 한경빌딩	서울특별시 영등포구 양평로 64, 한경빌딩 3층 (당산동6가)	7222	씨에스서울안과의원	2024-05-02 20:43:20	U	2023-12-05 00:04:00.0	의원	191096.383033	448115.641405	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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Most occurring scripts

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Most occurring scripts

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Common

Latin

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Most frequent character per block

ASCII

Hangul

Most occurring characters

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Most frequent character per category

Other Letter

Uppercase Letter