gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	722
Missing cells	10864
Missing cells (%)	36.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	246.9 KiB
Average record size in memory	350.2 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	성동구
URL	https://data.seoul.go.kr/dataList/OA-16217/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (58.2%)	Imbalance
`영업상태명` is highly imbalanced (58.2%)	Imbalance
`상세영업상태코드` is highly imbalanced (58.2%)	Imbalance
`상세영업상태명` is highly imbalanced (58.2%)	Imbalance
`인허가취소일자` has 722 (100.0%) missing values	Missing
`폐업일자` has 481 (66.6%) missing values	Missing
`휴업시작일자` has 717 (99.3%) missing values	Missing
`휴업종료일자` has 717 (99.3%) missing values	Missing
`재개업일자` has 722 (100.0%) missing values	Missing
`전화번호` has 11 (1.5%) missing values	Missing
`소재지면적` has 722 (100.0%) missing values	Missing
`소재지우편번호` has 446 (61.8%) missing values	Missing
`지번주소` has 61 (8.4%) missing values	Missing
`도로명주소` has 70 (9.7%) missing values	Missing
`도로명우편번호` has 83 (11.5%) missing values	Missing
`좌표정보(X)` has 74 (10.2%) missing values	Missing
`좌표정보(Y)` has 74 (10.2%) missing values	Missing
`의료인수` has 272 (37.7%) missing values	Missing
`입원실수` has 272 (37.7%) missing values	Missing
`병상수` has 272 (37.7%) missing values	Missing
`총면적` has 272 (37.7%) missing values	Missing
`진료과목내용` has 272 (37.7%) missing values	Missing
`진료과목내용명` has 272 (37.7%) missing values	Missing
`지정취소일자` has 722 (100.0%) missing values	Missing
`완화의료지정형태` has 722 (100.0%) missing values	Missing
`완화의료담당부서명` has 722 (100.0%) missing values	Missing
`총인원` has 722 (100.0%) missing values	Missing
`구조사수` has 722 (100.0%) missing values	Missing
`최초지정일자` has 722 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`지정취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료지정형태` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료담당부서명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`구조사수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최초지정일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`입원실수` has 438 (60.7%) zeros	Zeros
`병상수` has 434 (60.1%) zeros	Zeros
`총면적` has 41 (5.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 02:09:20.553720
Analysis finished	2024-05-11 02:09:23.077419
Duration	2.52 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	5.8 KiB

3030000	722

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3030000
2nd row	3030000
3rd row	3030000
4th row	3030000
5th row	3030000

Common Values

Value	Count	Frequency (%)
3030000	722	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3030000	722	100.0%

관리번호
Text

UNIQUE

Distinct	722
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Length

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

Characters and Unicode

Total characters	18050
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	722 ?
Unique (%)	100.0%

Sample

1st row	PHMA119583030033041100001
2nd row	PHMA119653030033041100001
3rd row	PHMA119653030033041100002
4th row	PHMA119663030033041100001
5th row	PHMA119693030033041100001

Value	Count	Frequency (%)
phma119583030033041100001	1	0.1%
phma120173030033041100002	1	0.1%
phma120143030033041100007	1	0.1%
phma120143030033041100016	1	0.1%
phma120143030033041100008	1	0.1%
phma120143030033041100009	1	0.1%
phma120143030033041100010	1	0.1%
phma120143030033041100011	1	0.1%
phma120143030033041100012	1	0.1%
phma120143030033041100013	1	0.1%
Other values (712)	712	98.6%

Most occurring characters

Value	Count	Frequency (%)
0	6312	35.0%
3	3062	17.0%
1	2995	16.6%
2	919	5.1%
4	882	4.9%
P	722	4.0%
H	722	4.0%
M	722	4.0%
A	722	4.0%
9	394	2.2%
Other values (4)	598	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15162	84.0%
Uppercase Letter	2888	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6312	41.6%
3	3062	20.2%
1	2995	19.8%
2	919	6.1%
4	882	5.8%
9	394	2.6%
7	163	1.1%
8	154	1.0%
5	144	0.9%
6	137	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	722	25.0%
H	722	25.0%
M	722	25.0%
A	722	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15162	84.0%
Latin	2888	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6312	41.6%
3	3062	20.2%
1	2995	19.8%
2	919	6.1%
4	882	5.8%
9	394	2.6%
7	163	1.1%
8	154	1.0%
5	144	0.9%
6	137	0.9%

Latin

Value	Count	Frequency (%)
P	722	25.0%
H	722	25.0%
M	722	25.0%
A	722	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18050	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6312	35.0%
3	3062	17.0%
1	2995	16.6%
2	919	5.1%
4	882	4.9%
P	722	4.0%
H	722	4.0%
M	722	4.0%
A	722	4.0%
9	394	2.2%
Other values (4)	598	3.3%

인허가일자
Date

Distinct	677
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Minimum	1958-05-22 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

1	479
3	239
4	2
2	1
5	1

Length

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

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
1	479	66.3%
3	239	33.1%
4	2	0.3%
2	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	479	66.3%
3	239	33.1%
4	2	0.3%
2	1	0.1%
5	1	0.1%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

영업/정상	479
폐업	239
취소/말소/만료/정지/중지	2
휴업	1
제외/삭제/전출	1

Length

Max length	14
Median length	5
Mean length	4.031856
Min length	2

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	479	66.3%
폐업	239	33.1%
취소/말소/만료/정지/중지	2	0.3%
휴업	1	0.1%
제외/삭제/전출	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	479	66.3%
폐업	239	33.1%
취소/말소/만료/정지/중지	2	0.3%
휴업	1	0.1%
제외/삭제/전출	1	0.1%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

13	479
3	239
24	2
2	1
15	1

Length

Max length	2
Median length	2
Mean length	1.66759
Min length	1

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
13	479	66.3%
3	239	33.1%
24	2	0.3%
2	1	0.1%
15	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	479	66.3%
3	239	33.1%
24	2	0.3%
2	1	0.1%
15	1	0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

영업중	479
폐업	239
직권폐업	2
휴업	1
전출	1

Length

Max length	4
Median length	3
Mean length	2.6689751
Min length	2

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	479	66.3%
폐업	239	33.1%
직권폐업	2	0.3%
휴업	1	0.1%
전출	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	479	66.3%
폐업	239	33.1%
직권폐업	2	0.3%
휴업	1	0.1%
전출	1	0.1%

폐업일자
Date

MISSING

Distinct	230
Distinct (%)	95.4%
Missing	481
Missing (%)	66.6%
Memory size	5.8 KiB

Minimum	2007-12-14 00:00:00
Maximum	2024-03-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	5
Distinct (%)	100.0%
Missing	717
Missing (%)	99.3%
Memory size	5.8 KiB

Minimum	2008-08-30 00:00:00
Maximum	2024-02-01 00:00:00

Histogram

Histogram with fixed size bins (bins=5)

휴업종료일자
Date

MISSING

Distinct	5
Distinct (%)	100.0%
Missing	717
Missing (%)	99.3%
Memory size	5.8 KiB

Minimum	2008-12-31 00:00:00
Maximum	2024-05-31 00:00:00

Histogram

Histogram with fixed size bins (bins=5)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

전화번호
Text

MISSING

Distinct	670
Distinct (%)	94.2%
Missing	11
Missing (%)	1.5%
Memory size	5.8 KiB

Length

Max length	14
Median length	12
Mean length	11.749648
Min length	8

Characters and Unicode

Total characters	8354
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	633 ?
Unique (%)	89.0%

Sample

1st row	02-2286-7000
2nd row	02-2293-3244
3rd row	02-2292-5902
4th row	02-2293-0522
5th row	02-2299-3652

Value	Count	Frequency (%)
02-2248-1055	4	0.6%
02-2298-2232	3	0.4%
02-2247-6633	3	0.4%
02-462-7249	2	0.3%
02-2298-6119	2	0.3%
02-2232-2205	2	0.3%
02-498-2875	2	0.3%
02-499-9961	2	0.3%
02-2291-2543	2	0.3%
02-2296-2362	2	0.3%
Other values (660)	687	96.6%

Most occurring characters

Value	Count	Frequency (%)
2	2187	26.2%
-	1416	16.9%
0	1106	13.2%
9	629	7.5%
5	542	6.5%
8	530	6.3%
7	479	5.7%
4	387	4.6%
1	380	4.5%
6	370	4.4%
Other values (2)	328	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6937	83.0%
Dash Punctuation	1416	16.9%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2187	31.5%
0	1106	15.9%
9	629	9.1%
5	542	7.8%
8	530	7.6%
7	479	6.9%
4	387	5.6%
1	380	5.5%
6	370	5.3%
3	327	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1416	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8354	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2187	26.2%
-	1416	16.9%
0	1106	13.2%
9	629	7.5%
5	542	6.5%
8	530	6.3%
7	479	5.7%
4	387	4.6%
1	380	4.5%
6	370	4.4%
Other values (2)	328	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8354	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2187	26.2%
-	1416	16.9%
0	1106	13.2%
9	629	7.5%
5	542	6.5%
8	530	6.3%
7	479	5.7%
4	387	4.6%
1	380	4.5%
6	370	4.4%
Other values (2)	328	3.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

소재지우편번호
Text

MISSING

Distinct	109
Distinct (%)	39.5%
Missing	446
Missing (%)	61.8%
Memory size	5.8 KiB

Length

Max length	7
Median length	6
Mean length	6.1956522
Min length	6

Characters and Unicode

Total characters	1710
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	51 ?
Unique (%)	18.5%

Sample

1st row	133880
2nd row	133881
3rd row	133865
4th row	133809
5th row	133866

Value	Count	Frequency (%)
133867	15	5.4%
133809	13	4.7%
133775	9	3.3%
133882	9	3.3%
133805	9	3.3%
133839	8	2.9%
133801	6	2.2%
133-867	6	2.2%
133847	6	2.2%
133848	6	2.2%
Other values (99)	189	68.5%

Most occurring characters

Value	Count	Frequency (%)
3	597	34.9%
1	325	19.0%
8	272	15.9%
0	110	6.4%
7	98	5.7%
5	67	3.9%
-	54	3.2%
2	53	3.1%
6	48	2.8%
4	44	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1656	96.8%
Dash Punctuation	54	3.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	597	36.1%
1	325	19.6%
8	272	16.4%
0	110	6.6%
7	98	5.9%
5	67	4.0%
2	53	3.2%
6	48	2.9%
4	44	2.7%
9	42	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	54	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1710	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	597	34.9%
1	325	19.0%
8	272	15.9%
0	110	6.4%
7	98	5.7%
5	67	3.9%
-	54	3.2%
2	53	3.1%
6	48	2.8%
4	44	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	597	34.9%
1	325	19.0%
8	272	15.9%
0	110	6.4%
7	98	5.7%
5	67	3.9%
-	54	3.2%
2	53	3.1%
6	48	2.8%
4	44	2.6%

지번주소
Text

MISSING

Distinct	612
Distinct (%)	92.6%
Missing	61
Missing (%)	8.4%
Memory size	5.8 KiB

Length

Max length	56
Median length	47
Mean length	28.860817
Min length	16

Characters and Unicode

Total characters	19077
Distinct characters	227
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	580 ?
Unique (%)	87.7%

Sample

1st row	서울특별시 성동구 홍익동 16번지 15호
2nd row	서울특별시 성동구 홍익동 396번지
3rd row	서울특별시 성동구 금호동1가 1787번지 2호
4th row	서울특별시 성동구 마장동 568번지 1호
5th row	서울특별시 성동구 행당1동 243번지 1호

Value	Count	Frequency (%)
서울특별시	662	17.0%
성동구	662	17.0%
2층	130	3.3%
행당동	69	1.8%
1호	61	1.6%
3층	58	1.5%
성수동2가	57	1.5%
옥수동	47	1.2%
금호동4가	44	1.1%
2호	44	1.1%
Other values (699)	2056	52.9%

Most occurring characters

Value	Count	Frequency (%)
	3242	17.0%
동	1381	7.2%
성	843	4.4%
2	802	4.2%
1	729	3.8%
울	678	3.6%
서	676	3.5%
호	670	3.5%
시	668	3.5%
구	665	3.5%
Other values (217)	8723	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11352	59.5%
Decimal Number	4057	21.3%
Space Separator	3242	17.0%
Close Punctuation	107	0.6%
Open Punctuation	107	0.6%
Other Punctuation	88	0.5%
Dash Punctuation	73	0.4%
Uppercase Letter	49	0.3%
Letter Number	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1381	12.2%
성	843	7.4%
울	678	6.0%
서	676	6.0%
호	670	5.9%
시	668	5.9%
구	665	5.9%
특	662	5.8%
별	662	5.8%
지	618	5.4%
Other values (185)	3829	33.7%

Uppercase Letter

Value	Count	Frequency (%)
B	10	20.4%
W	7	14.3%
A	5	10.2%
L	5	10.2%
I	3	6.1%
D	3	6.1%
S	3	6.1%
M	2	4.1%
R	2	4.1%
E	2	4.1%
Other values (4)	7	14.3%

Decimal Number

Value	Count	Frequency (%)
2	802	19.8%
1	729	18.0%
3	560	13.8%
4	362	8.9%
0	356	8.8%
5	328	8.1%
6	326	8.0%
8	208	5.1%
7	203	5.0%
9	183	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	85	96.6%
.	3	3.4%

Space Separator

Value	Count	Frequency (%)
	3242	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	107	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	107	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	73	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11352	59.5%
Common	7675	40.2%
Latin	50	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1381	12.2%
성	843	7.4%
울	678	6.0%
서	676	6.0%
호	670	5.9%
시	668	5.9%
구	665	5.9%
특	662	5.8%
별	662	5.8%
지	618	5.4%
Other values (185)	3829	33.7%

Common

Value	Count	Frequency (%)
	3242	42.2%
2	802	10.4%
1	729	9.5%
3	560	7.3%
4	362	4.7%
0	356	4.6%
5	328	4.3%
6	326	4.2%
8	208	2.7%
7	203	2.6%
Other values (7)	559	7.3%

Latin

Value	Count	Frequency (%)
B	10	20.0%
W	7	14.0%
A	5	10.0%
L	5	10.0%
I	3	6.0%
D	3	6.0%
S	3	6.0%
M	2	4.0%
R	2	4.0%
E	2	4.0%
Other values (5)	8	16.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11352	59.5%
ASCII	7724	40.5%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3242	42.0%
2	802	10.4%
1	729	9.4%
3	560	7.3%
4	362	4.7%
0	356	4.6%
5	328	4.2%
6	326	4.2%
8	208	2.7%
7	203	2.6%
Other values (21)	608	7.9%

Hangul

Value	Count	Frequency (%)
동	1381	12.2%
성	843	7.4%
울	678	6.0%
서	676	6.0%
호	670	5.9%
시	668	5.9%
구	665	5.9%
특	662	5.8%
별	662	5.8%
지	618	5.4%
Other values (185)	3829	33.7%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

도로명주소
Text

MISSING

Distinct	607
Distinct (%)	93.1%
Missing	70
Missing (%)	9.7%
Memory size	5.8 KiB

Length

Max length	61
Median length	52
Mean length	34.437117
Min length	22

Characters and Unicode

Total characters	22453
Distinct characters	241
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	568 ?
Unique (%)	87.1%

Sample

1st row	서울특별시 성동구 마장로23길 10 (홍익동)
2nd row	서울특별시 성동구 무학로 20 (홍익동)
3rd row	서울특별시 성동구 고산자로 331 (마장동)
4th row	서울특별시 성동구 고산자로12길 2 (행당동)
5th row	서울특별시 성동구 행당로 1 (금호동1가)

Value	Count	Frequency (%)
서울특별시	652	14.8%
성동구	652	14.8%
2층	170	3.9%
왕십리로	123	2.8%
행당동	105	2.4%
성수동2가	92	2.1%
3층	87	2.0%
독서당로	83	1.9%
하왕십리동	62	1.4%
성수동1가	62	1.4%
Other values (678)	2323	52.7%

Most occurring characters

Value	Count	Frequency (%)
	3762	16.8%
동	1411	6.3%
,	878	3.9%
성	875	3.9%
2	806	3.6%
서	754	3.4%
울	670	3.0%
)	666	3.0%
(	666	3.0%
시	661	2.9%
Other values (231)	11304	50.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12702	56.6%
Space Separator	3762	16.8%
Decimal Number	3604	16.1%
Other Punctuation	880	3.9%
Close Punctuation	666	3.0%
Open Punctuation	666	3.0%
Uppercase Letter	89	0.4%
Dash Punctuation	77	0.3%
Math Symbol	6	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1411	11.1%
성	875	6.9%
서	754	5.9%
울	670	5.3%
시	661	5.2%
구	655	5.2%
별	652	5.1%
특	652	5.1%
로	534	4.2%
층	453	3.6%
Other values (196)	5385	42.4%

Uppercase Letter

Value	Count	Frequency (%)
L	25	28.1%
B	16	18.0%
W	7	7.9%
A	6	6.7%
D	6	6.7%
M	5	5.6%
I	5	5.6%
S	3	3.4%
T	3	3.4%
K	2	2.2%
Other values (7)	11	12.4%

Decimal Number

Value	Count	Frequency (%)
2	806	22.4%
1	645	17.9%
3	638	17.7%
0	458	12.7%
4	346	9.6%
5	181	5.0%
7	141	3.9%
8	138	3.8%
6	131	3.6%
9	120	3.3%

Other Punctuation

Value	Count	Frequency (%)
,	878	99.8%
.	2	0.2%

Space Separator

Value	Count	Frequency (%)
	3762	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	666	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	666	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	77	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12702	56.6%
Common	9661	43.0%
Latin	90	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1411	11.1%
성	875	6.9%
서	754	5.9%
울	670	5.3%
시	661	5.2%
구	655	5.2%
별	652	5.1%
특	652	5.1%
로	534	4.2%
층	453	3.6%
Other values (196)	5385	42.4%

Latin

Value	Count	Frequency (%)
L	25	27.8%
B	16	17.8%
W	7	7.8%
A	6	6.7%
D	6	6.7%
M	5	5.6%
I	5	5.6%
S	3	3.3%
T	3	3.3%
K	2	2.2%
Other values (8)	12	13.3%

Common

Value	Count	Frequency (%)
	3762	38.9%
,	878	9.1%
2	806	8.3%
)	666	6.9%
(	666	6.9%
1	645	6.7%
3	638	6.6%
0	458	4.7%
4	346	3.6%
5	181	1.9%
Other values (7)	615	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12702	56.6%
ASCII	9750	43.4%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3762	38.6%
,	878	9.0%
2	806	8.3%
)	666	6.8%
(	666	6.8%
1	645	6.6%
3	638	6.5%
0	458	4.7%
4	346	3.5%
5	181	1.9%
Other values (24)	704	7.2%

Hangul

Value	Count	Frequency (%)
동	1411	11.1%
성	875	6.9%
서	754	5.9%
울	670	5.3%
시	661	5.2%
구	655	5.2%
별	652	5.1%
특	652	5.1%
로	534	4.2%
층	453	3.6%
Other values (196)	5385	42.4%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	112
Distinct (%)	17.5%
Missing	83
Missing (%)	11.5%
Infinite	0
Infinite (%)	0.0%
Mean	15649.98

Minimum	4700
Maximum	133882
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	4700
5-th percentile	4701
Q1	4715
median	4737
Q3	4782
95-th percentile	133809
Maximum	133882
Range	129182
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	35923.601
Coefficient of variation (CV)	2.2954408
Kurtosis	6.9896287
Mean	15649.98
Median Absolute Deviation (MAD)	28
Skewness	2.9946178
Sum	10000337
Variance	1.2905051 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4737	33	4.6%
4715	31	4.3%
4701	30	4.2%
4709	28	3.9%
4779	19	2.6%
4794	18	2.5%
4804	17	2.4%
4782	16	2.2%
4714	15	2.1%
4713	14	1.9%
Other values (102)	418	57.9%
(Missing)	83	11.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4700	7	1.0%
4701	30	4.2%
4702	6	0.8%
4703	1	0.1%
4704	5	0.7%
4705	2	0.3%
4706	3	0.4%
4707	14	1.9%
4708	1	0.1%
4709	28	3.9%

Value	Count	Frequency (%)
133882	2	0.3%
133868	1	0.1%
133867	3	0.4%
133858	5	0.7%
133852	1	0.1%
133849	2	0.3%
133848	1	0.1%
133847	2	0.3%
133839	3	0.4%
133836	1	0.1%

사업장명
Text

Distinct	705
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Length

Max length	24
Median length	19
Mean length	7.6191136
Min length	3

Characters and Unicode

Total characters	5501
Distinct characters	373
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	690 ?
Unique (%)	95.6%

Sample

1st row	서울특별시성동구보건소
2nd row	김원자산부인과의원
3rd row	최일외과의원
4th row	동원한의원
5th row	성제국한의원

Value	Count	Frequency (%)
치과의원	9	1.2%
에이스남성의원	4	0.5%
센트라스	3	0.4%
쾌한의원	2	0.3%
홍용표의원	2	0.3%
성동재활의원	2	0.3%
의료법인	2	0.3%
서울숲한의원	2	0.3%
유디성수치과의원	2	0.3%
대인한의원	2	0.3%
Other values (706)	715	96.0%

Most occurring characters

Value	Count	Frequency (%)
의	789	14.3%
원	734	13.3%
과	466	8.5%
한	197	3.6%
치	196	3.6%
이	104	1.9%
성	88	1.6%
정	81	1.5%
소	77	1.4%
인	71	1.3%
Other values (363)	2698	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5417	98.5%
Space Separator	23	0.4%
Decimal Number	14	0.3%
Lowercase Letter	12	0.2%
Open Punctuation	11	0.2%
Close Punctuation	11	0.2%
Uppercase Letter	10	0.2%
Math Symbol	1	< 0.1%
Other Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	789	14.6%
원	734	13.5%
과	466	8.6%
한	197	3.6%
치	196	3.6%
이	104	1.9%
성	88	1.6%
정	81	1.5%
소	77	1.4%
인	71	1.3%
Other values (335)	2614	48.3%

Lowercase Letter

Value	Count	Frequency (%)
r	2	16.7%
e	2	16.7%
m	1	8.3%
o	1	8.3%
d	1	8.3%
b	1	8.3%
a	1	8.3%
l	1	8.3%
n	1	8.3%
h	1	8.3%

Uppercase Letter

Value	Count	Frequency (%)
J	2	20.0%
T	2	20.0%
A	2	20.0%
I	1	10.0%
K	1	10.0%
O	1	10.0%
S	1	10.0%

Decimal Number

Value	Count	Frequency (%)
3	4	28.6%
6	4	28.6%
5	4	28.6%
4	1	7.1%
1	1	7.1%

Space Separator

Value	Count	Frequency (%)
	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	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	5416	98.5%
Common	62	1.1%
Latin	22	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	789	14.6%
원	734	13.6%
과	466	8.6%
한	197	3.6%
치	196	3.6%
이	104	1.9%
성	88	1.6%
정	81	1.5%
소	77	1.4%
인	71	1.3%
Other values (334)	2613	48.2%

Latin

Value	Count	Frequency (%)
J	2	9.1%
r	2	9.1%
e	2	9.1%
T	2	9.1%
A	2	9.1%
I	1	4.5%
m	1	4.5%
o	1	4.5%
d	1	4.5%
K	1	4.5%
Other values (7)	7	31.8%

Common

Value	Count	Frequency (%)
	23	37.1%
(	11	17.7%
)	11	17.7%
3	4	6.5%
6	4	6.5%
5	4	6.5%
4	1	1.6%
+	1	1.6%
&	1	1.6%
-	1	1.6%

Han

Value	Count	Frequency (%)
美	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5416	98.5%
ASCII	84	1.5%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	789	14.6%
원	734	13.6%
과	466	8.6%
한	197	3.6%
치	196	3.6%
이	104	1.9%
성	88	1.6%
정	81	1.5%
소	77	1.4%
인	71	1.3%
Other values (334)	2613	48.2%

ASCII

Value	Count	Frequency (%)
	23	27.4%
(	11	13.1%
)	11	13.1%
3	4	4.8%
6	4	4.8%
5	4	4.8%
J	2	2.4%
r	2	2.4%
e	2	2.4%
T	2	2.4%
Other values (18)	19	22.6%

CJK

Value	Count	Frequency (%)
美	1	100.0%

최종수정일자
Date

Distinct	604
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Minimum	2008-12-09 13:39:57
Maximum	2024-05-09 23:43:40

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

U	413
I	309

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	U
5th row	I

Common Values

Value	Count	Frequency (%)
U	413	57.2%
I	309	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	413	57.2%
i	309	42.8%

데이터갱신일자
Date

Distinct	289
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Memory size	5.8 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 (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

의원	375
치과의원	189
한의원	157
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7423823
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	375	51.9%
치과의원	189	26.2%
한의원	157	21.7%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	375	51.9%
치과의원	189	26.2%
한의원	157	21.7%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	317
Distinct (%)	48.9%
Missing	74
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	203116.29

Minimum	200812.99
Maximum	206009.68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	200812.99
5-th percentile	201351.26
Q1	202113.87
median	202907.22
Q3	204269.34
95-th percentile	204976.65
Maximum	206009.68
Range	5196.6903
Interquartile range (IQR)	2155.4674

Descriptive statistics

Standard deviation	1243.6387
Coefficient of variation (CV)	0.0061227917
Kurtosis	-1.0292285
Mean	203116.29
Median Absolute Deviation (MAD)	1020.8351
Skewness	0.28907856
Sum	1.3161935 × 10⁸
Variance	1546637.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202372.912023599	17	2.4%
202326.503044305	17	2.4%
201924.287403479	12	1.7%
203046.420982542	9	1.2%
202956.414563213	9	1.2%
202511.142930696	9	1.2%
202967.042456635	8	1.1%
204257.584861091	8	1.1%
202988.299644972	8	1.1%
204976.652050117	7	1.0%
Other values (307)	544	75.3%
(Missing)	74	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200812.992681398	1	0.1%
200813.000885632	1	0.1%
200913.361072125	1	0.1%
200951.206580662	2	0.3%
201059.703833592	1	0.1%
201110.397044663	3	0.4%
201144.0	2	0.3%
201153.981577199	4	0.6%
201157.877298502	3	0.4%
201174.525137191	1	0.1%

Value	Count	Frequency (%)
206009.682997395	1	0.1%
205861.778324251	3	0.4%
205857.635484632	1	0.1%
205783.182666929	1	0.1%
205779.087396763	1	0.1%
205733.953454083	4	0.6%
205704.460089774	1	0.1%
205697.619105269	1	0.1%
205674.071146185	2	0.3%
205594.672249	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	317
Distinct (%)	48.9%
Missing	74
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	450171.98

Minimum	448236.23
Maximum	452041.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	448236.23
5-th percentile	448536.87
Q1	449357.61
median	449963.04
Q3	451135.22
95-th percentile	451619.02
Maximum	452041.56
Range	3805.3316
Interquartile range (IQR)	1777.6102

Descriptive statistics

Standard deviation	1028.0606
Coefficient of variation (CV)	0.0022837062
Kurtosis	-1.2894426
Mean	450171.98
Median Absolute Deviation (MAD)	905.82557
Skewness	0.033779557
Sum	2.9171144 × 10⁸
Variance	1056908.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450625.58422744	17	2.4%
451536.680876573	17	2.4%
449505.43323776	13	1.8%
451049.840993656	9	1.2%
450401.303715561	9	1.2%
450918.935049555	9	1.2%
451118.809600324	8	1.1%
449412.544118545	8	1.1%
450991.695797571	8	1.1%
451451.0	7	1.0%
Other values (307)	543	75.2%
(Missing)	74	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
448236.227470207	2	0.3%
448257.988722667	1	0.1%
448277.387756454	1	0.1%
448278.927222	1	0.1%
448294.320831115	1	0.1%
448295.046451785	2	0.3%
448317.872400495	4	0.6%
448350.899137167	1	0.1%
448352.735480655	1	0.1%
448355.122746319	1	0.1%

Value	Count	Frequency (%)
452041.559037331	1	0.1%
452019.132498433	3	0.4%
451978.270382399	1	0.1%
451977.414453728	1	0.1%
451965.03442982	1	0.1%
451908.86237999	2	0.3%
451906.0	3	0.4%
451897.581865192	7	1.0%
451876.144214262	2	0.3%
451829.35434128	1	0.1%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

<NA>	272
의원	233
치과의원	144
한의원	72
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2534626
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	272	37.7%
의원	233	32.3%
치과의원	144	19.9%
한의원	72	10.0%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	272	37.7%
의원	233	32.3%
치과의원	144	19.9%
한의원	72	10.0%
보건소	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	1.6%
Missing	272
Missing (%)	37.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.1644444

Minimum	0
Maximum	8
Zeros	2
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.58532749
Coefficient of variation (CV)	0.50266673
Kurtosis	50.744045
Mean	1.1644444
Median Absolute Deviation (MAD)	0
Skewness	5.8467284
Sum	524
Variance	0.34260827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	394	54.6%
2	42	5.8%
3	8	1.1%
0	2	0.3%
5	2	0.3%
8	1	0.1%
4	1	0.1%
(Missing)	272	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.3%
1	394	54.6%
2	42	5.8%
3	8	1.1%
4	1	0.1%
5	2	0.3%
8	1	0.1%

Value	Count	Frequency (%)
8	1	0.1%
5	2	0.3%
4	1	0.1%
3	8	1.1%
2	42	5.8%
1	394	54.6%
0	2	0.3%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	1.6%
Missing	272
Missing (%)	37.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.088888889

Minimum	0
Maximum	10
Zeros	438
Zeros (%)	60.7%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.71950931
Coefficient of variation (CV)	8.0944797
Kurtosis	119.5005
Mean	0.088888889
Median Absolute Deviation (MAD)	0
Skewness	10.424453
Sum	40
Variance	0.51769364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	438	60.7%
1	5	0.7%
2	2	0.3%
7	2	0.3%
10	1	0.1%
4	1	0.1%
3	1	0.1%
(Missing)	272	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	438	60.7%
1	5	0.7%
2	2	0.3%
3	1	0.1%
4	1	0.1%
7	2	0.3%
10	1	0.1%

Value	Count	Frequency (%)
10	1	0.1%
7	2	0.3%
4	1	0.1%
3	1	0.1%
2	2	0.3%
1	5	0.7%
0	438	60.7%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.9%
Missing	272
Missing (%)	37.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.44444444

Minimum	0
Maximum	42
Zeros	434
Zeros (%)	60.1%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.3387484
Coefficient of variation (CV)	7.5121839
Kurtosis	87.864168
Mean	0.44444444
Median Absolute Deviation (MAD)	0
Skewness	9.0269398
Sum	200
Variance	11.147241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	434	60.1%
1	4	0.6%
29	2	0.3%
4	1	0.1%
2	1	0.1%
3	1	0.1%
42	1	0.1%
19	1	0.1%
24	1	0.1%
8	1	0.1%
Other values (3)	3	0.4%
(Missing)	272	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	434	60.1%
1	4	0.6%
2	1	0.1%
3	1	0.1%
4	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
19	1	0.1%
23	1	0.1%

Value	Count	Frequency (%)
42	1	0.1%
29	2	0.3%
24	1	0.1%
23	1	0.1%
19	1	0.1%
8	1	0.1%
7	1	0.1%
6	1	0.1%
4	1	0.1%
3	1	0.1%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	379
Distinct (%)	84.2%
Missing	272
Missing (%)	37.7%
Infinite	0
Infinite (%)	0.0%
Mean	122.41333

Minimum	0
Maximum	3046.2
Zeros	41
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	68.905
median	96.805
Q3	133.72
95-th percentile	296.46
Maximum	3046.2
Range	3046.2
Interquartile range (IQR)	64.815

Descriptive statistics

Standard deviation	172.25267
Coefficient of variation (CV)	1.4071398
Kurtosis	186.7376
Mean	122.41333
Median Absolute Deviation (MAD)	30.67
Skewness	11.620368
Sum	55086
Variance	29670.983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	41	5.7%
87.75	4	0.6%
95.0	3	0.4%
89.0	3	0.4%
152.7	2	0.3%
82.0	2	0.3%
105.0	2	0.3%
96.44	2	0.3%
297.0	2	0.3%
177.7	2	0.3%
Other values (369)	387	53.6%
(Missing)	272	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	41	5.7%
9.6	1	0.1%
11.2	1	0.1%
19.2	1	0.1%
21.4	1	0.1%
21.45	1	0.1%
32.0	1	0.1%
32.26	1	0.1%
40.0	2	0.3%
41.4	1	0.1%

Value	Count	Frequency (%)
3046.2	1	0.1%
806.0	1	0.1%
776.0	1	0.1%
768.4	1	0.1%
754.96	1	0.1%
600.0	1	0.1%
581.21	1	0.1%
495.0	1	0.1%
458.43	1	0.1%
444.96	1	0.1%

진료과목내용
Text

MISSING

Distinct	195
Distinct (%)	43.3%
Missing	272
Missing (%)	37.7%
Memory size	5.8 KiB

Length

Max length	71
Median length	55
Mean length	13.071111
Min length	3

Characters and Unicode

Total characters	5882
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	155 ?
Unique (%)	34.4%

Sample

1st row	601
2nd row	110
3rd row	104
4th row	308
5th row	308

Value	Count	Frequency (%)
101	144	9.1%
111	116	7.3%
401	114	7.2%
114	112	7.1%
113	92	5.8%
308	72	4.5%
115	57	3.6%
104	51	3.2%
105	49	3.1%
122	47	3.0%
Other values (35)	729	46.1%

Most occurring characters

Value	Count	Frequency (%)
1	1827	31.1%
	1133	19.3%
0	1069	18.2%
4	573	9.7%
3	539	9.2%
2	245	4.2%
5	175	3.0%
8	125	2.1%
6	79	1.3%
7	60	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4749	80.7%
Space Separator	1133	19.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1827	38.5%
0	1069	22.5%
4	573	12.1%
3	539	11.3%
2	245	5.2%
5	175	3.7%
8	125	2.6%
6	79	1.7%
7	60	1.3%
9	57	1.2%

Space Separator

Value	Count	Frequency (%)
	1133	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5882	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1827	31.1%
	1133	19.3%
0	1069	18.2%
4	573	9.7%
3	539	9.2%
2	245	4.2%
5	175	3.0%
8	125	2.1%
6	79	1.3%
7	60	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5882	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1827	31.1%
	1133	19.3%
0	1069	18.2%
4	573	9.7%
3	539	9.2%
2	245	4.2%
5	175	3.0%
8	125	2.1%
6	79	1.3%
7	60	1.0%

진료과목내용명
Text

MISSING

Distinct	155
Distinct (%)	34.4%
Missing	272
Missing (%)	37.7%
Memory size	5.8 KiB

Length

Max length	109
Median length	69
Mean length	20.422222
Min length	2

Characters and Unicode

Total characters	9190
Distinct characters	64
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	112 ?
Unique (%)	24.9%

Sample

1st row	보건소
2nd row	산부인과
3rd row	외과
4th row	침구과
5th row	침구과

Value	Count	Frequency (%)
내과	144	9.1%
치과	117	7.4%
소아청소년과	116	7.3%
피부과	112	7.1%
이비인후과	92	5.8%
침구과	72	4.5%
비뇨의학과	57	3.6%
외과	51	3.2%
정형외과	49	3.1%
가정의학과	47	3.0%
Other values (34)	726	45.9%

Most occurring characters

Value	Count	Frequency (%)
과	1654	18.0%
,	1133	12.3%
	1133	12.3%
소	301	3.3%
치	286	3.1%
방	277	3.0%
한	256	2.8%
학	243	2.6%
의	243	2.6%
부	233	2.5%
Other values (54)	3431	37.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6838	74.4%
Other Punctuation	1219	13.3%
Space Separator	1133	12.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1654	24.2%
소	301	4.4%
치	286	4.2%
방	277	4.1%
한	256	3.7%
학	243	3.6%
의	243	3.6%
부	233	3.4%
인	212	3.1%
내	211	3.1%
Other values (51)	2922	42.7%

Other Punctuation

Value	Count	Frequency (%)
,	1133	92.9%
?	86	7.1%

Space Separator

Value	Count	Frequency (%)
	1133	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6838	74.4%
Common	2352	25.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1654	24.2%
소	301	4.4%
치	286	4.2%
방	277	4.1%
한	256	3.7%
학	243	3.6%
의	243	3.6%
부	233	3.4%
인	212	3.1%
내	211	3.1%
Other values (51)	2922	42.7%

Common

Value	Count	Frequency (%)
,	1133	48.2%
	1133	48.2%
?	86	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6838	74.4%
ASCII	2352	25.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1654	24.2%
소	301	4.4%
치	286	4.2%
방	277	4.1%
한	256	3.7%
학	243	3.6%
의	243	3.6%
부	233	3.4%
인	212	3.1%
내	211	3.1%
Other values (51)	2922	42.7%

ASCII

Value	Count	Frequency (%)
,	1133	48.2%
	1133	48.2%
?	86	3.7%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

0	450
<NA>	272

Length

Max length	4
Median length	1
Mean length	2.1301939
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	450	62.3%
<NA>	272	37.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	450	62.3%
na	272	37.7%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

0	450
<NA>	272

Length

Max length	4
Median length	1
Mean length	2.1301939
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	450	62.3%
<NA>	272	37.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	450	62.3%
na	272	37.7%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

0	450
<NA>	272

Length

Max length	4
Median length	1
Mean length	2.1301939
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	450	62.3%
<NA>	272	37.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	450	62.3%
na	272	37.7%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	722
Missing (%)	100.0%
Memory size	6.5 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	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	총인원	구조사수	최초지정일자
0	3030000	PHMA119583030033041100001	19580522	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2286-7000	<NA>	133880	서울특별시 성동구 홍익동 16번지 15호	서울특별시 성동구 마장로23길 10 (홍익동)	4706	서울특별시성동구보건소	2017-09-05 18:39:10	I	2018-08-31 23:59:59.0	보건소	202855.87575	451644.310833	보건소	8	0	3046.2	601	보건소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3030000	PHMA119653030033041100001	19650830	<NA>	3	폐업	3	폐업	20161031	<NA>	<NA>	<NA>	02-2293-3244	<NA>	133881	서울특별시 성동구 홍익동 396번지	서울특별시 성동구 무학로 20 (홍익동)	4707	김원자산부인과의원	2016-11-03 16:00:53	I	2018-08-31 23:59:59.0	의원	202608.886426	451507.136275	의원	1	4	0.0	110	산부인과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3030000	PHMA119653030033041100002	19650926	<NA>	3	폐업	3	폐업	20071214	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 성동구 금호동1가 1787번지 2호	<NA>	<NA>	최일외과의원	2008-12-09 13:39:57	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0.0	104	외과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3030000	PHMA119663030033041100001	19660608	<NA>	3	폐업	3	폐업	20190406	<NA>	<NA>	<NA>	02-2292-5902	<NA>	<NA>	서울특별시 성동구 마장동 568번지 1호	서울특별시 성동구 고산자로 331 (마장동)	4705	동원한의원	2019-04-12 09:15:34	U	2019-04-14 02:40:00.0	한의원	203206.080956	451876.144214	한의원	1	0	0.0	308	침구과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3030000	PHMA119693030033041100001	19691030	<NA>	3	폐업	3	폐업	20140203	<NA>	<NA>	<NA>	02-2293-0522	<NA>	<NA>	서울특별시 성동구 행당1동 243번지 1호	서울특별시 성동구 고산자로12길 2 (행당동)	133867	성제국한의원	2014-02-03 15:49:31	I	2018-08-31 23:59:59.0	한의원	203000.641309	450881.93134	한의원	1	0	0.0	308	침구과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3030000	PHMA119693030033041100002	19691212	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2299-3652	<NA>	<NA>	서울특별시 성동구 금호1가동 125번지 1호	서울특별시 성동구 행당로 1 (금호동1가)	4721	민생한의원	2017-11-20 17:11:57	I	2018-08-31 23:59:59.0	한의원	201725.507829	450286.30617	한의원	1	0	0.0	308	침구과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3030000	PHMA119703030033041100001	19700702	<NA>	3	폐업	3	폐업	20090327	<NA>	<NA>	<NA>	02-2238-9646	<NA>	<NA>	서울특별시 성동구 금호2가동 933번지	<NA>	<NA>	현대의원	2009-03-30 08:53:33	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0.0	110	산부인과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3030000	PHMA119703030033041100002	19701001	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2293-1571	<NA>	133865	서울특별시 성동구 행당동 140번지 레몬프라자 2층 201호	서울특별시 성동구 고산자로6길 40, 2층 201호 (행당동, 레몬프라자)	4745	한상일의원	2021-07-02 00:43:18	U	2021-07-04 02:40:00.0	의원	203071.959181	450665.532604	의원	1	0	120.6	104	외과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3030000	PHMA119703030033041100003	19701027	<NA>	3	폐업	3	폐업	20111007	<NA>	<NA>	<NA>	02-2293-9519	<NA>	<NA>	서울특별시 성동구 도선동 45번지	<NA>	<NA>	명치과의원	2011-10-07 16:54:49	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	0	0.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3030000	PHMA119713030033041100001	19710806	<NA>	3	폐업	3	폐업	20120717	<NA>	<NA>	<NA>	02-2292-9990	<NA>	<NA>	서울특별시 성동구 행당1동 286번지 55호	<NA>	<NA>	김안과의원	2012-07-17 17:24:49	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0.0	112	안과	<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
712	3030000	PHMA120243030033041100005	2024-02-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2256-7555	<NA>	<NA>	서울특별시 성동구 금호동3가 421 1층	서울특별시 성동구 장터길 49, 1층 (금호동3가)	4730	금남경희한의원	2024-02-14 09:01:33	U	2023-12-01 23:06:00.0	한의원	201820.278691	449569.803087	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
713	3030000	PHMA120243030033041100006	2024-02-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-466-3669	<NA>	<NA>	서울특별시 성동구 성수동2가 314-5 S TOWER	서울특별시 성동구 아차산로 92, S TOWER 10층 (성수동2가)	4782	서울올업피부과의원	2024-02-29 17:31:15	U	2023-12-03 00:02:00.0	의원	204727.717641	449179.325706	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
714	3030000	PHMA120243030033041100007	2024-02-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2138-0543	<NA>	<NA>	서울특별시 성동구 성수동1가 14-35 MILK	서울특별시 성동구 상원길 26, MILK 2층 (성수동1가)	4779	아이리스피부과의원	2024-02-12 00:13:38	U	2023-12-01 23:04:00.0	의원	204278.005501	449336.71561	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
715	3030000	PHMA120243030033041100008	2024-03-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2138-2675	<NA>	<NA>	서울특별시 성동구 금호동3가 1331 두산아파트 상가동 303호	서울특별시 성동구 동호로 102, 두산아파트 상가동 303호 (금호동3가)	4724	베스트서울이비인후과의원	2024-03-18 11:18:13	U	2023-12-02 22:00:00.0	의원	201383.02371	449744.280482	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
716	3030000	PHMA120243030033041100009	2024-03-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6953-8075	<NA>	<NA>	서울특별시 성동구 성수동1가 656-1112 DS빌딩	서울특별시 성동구 아차산로 15-8, DS빌딩 4층 (성수동1가)	4789	서울척척정형외과의원	2024-03-28 20:43:32	U	2023-12-02 21:00:00.0	의원	204011.949172	449517.431056	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
717	3030000	PHMA120243030033041100010	2024-03-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-498-8777	<NA>	<NA>	서울특별시 성동구 성수동2가 300-1 삼진빌딩	서울특별시 성동구 아차산로 113, 삼진빌딩 401호 (성수동2가)	4794	피어라산부인과의원	2024-04-05 03:13:36	U	2023-12-04 00:07:00.0	의원	204966.098616	449159.45278	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
718	3030000	PHMA120243030033041100011	2024-04-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2298-8280	<NA>	<NA>	서울특별시 성동구 옥수동 262-1	서울특별시 성동구 독서당로 202, 2층 203호,204호 (옥수동)	4734	스페이스피부과의원	2024-04-19 01:43:29	U	2023-12-03 22:01:00.0	의원	201110.397045	448968.795349	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
719	3030000	PHMA120243030033041100012	2024-04-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 성동구 성수동1가 22-25	서울특별시 성동구 상원1길 5, 3층 (성수동1가)	4779	소수의원	2024-04-26 03:13:33	U	2023-12-03 22:08:00.0	의원	204274.991718	449138.848328	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
720	3030000	PHMA120243030033041100013	2024-04-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-468-7179	<NA>	<NA>	서울특별시 성동구 성수동2가 300-1 삼진빌딩	서울특별시 성동구 아차산로 113, 삼진빌딩 4층 403호 (성수동2가)	4794	성수멜팅의원	2024-05-03 04:43:31	U	2023-12-05 00:05:00.0	의원	204966.098616	449159.45278	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
721	3030000	PHMA120243030033041100014	2024-05-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2291-8687	<NA>	<NA>	서울특별시 성동구 금호동4가 559 6층	서울특별시 성동구 독서당로 300, 6층 (금호동4가)	4737	금호퀸산부인과의원	2024-05-08 18:42:49	I	2023-12-04 23:00:00.0	의원	201886.383803	449529.945529	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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