gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	1146
Missing cells	16445
Missing cells (%)	35.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	391.8 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	동대문구
URL	https://data.seoul.go.kr/dataList/OA-16219/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (54.3%)	Imbalance
`영업상태명` is highly imbalanced (54.3%)	Imbalance
`상세영업상태코드` is highly imbalanced (54.3%)	Imbalance
`상세영업상태명` is highly imbalanced (54.3%)	Imbalance
`인허가취소일자` has 1146 (100.0%) missing values	Missing
`폐업일자` has 600 (52.4%) missing values	Missing
`휴업시작일자` has 1130 (98.6%) missing values	Missing
`휴업종료일자` has 1130 (98.6%) missing values	Missing
`재개업일자` has 1146 (100.0%) missing values	Missing
`전화번호` has 15 (1.3%) missing values	Missing
`소재지면적` has 1146 (100.0%) missing values	Missing
`소재지우편번호` has 359 (31.3%) missing values	Missing
`지번주소` has 59 (5.1%) missing values	Missing
`도로명주소` has 190 (16.6%) missing values	Missing
`도로명우편번호` has 232 (20.2%) missing values	Missing
`좌표정보(X)` has 200 (17.5%) missing values	Missing
`좌표정보(Y)` has 200 (17.5%) missing values	Missing
`의료인수` has 336 (29.3%) missing values	Missing
`입원실수` has 336 (29.3%) missing values	Missing
`병상수` has 336 (29.3%) missing values	Missing
`총면적` has 336 (29.3%) missing values	Missing
`진료과목내용` has 336 (29.3%) missing values	Missing
`진료과목내용명` has 336 (29.3%) missing values	Missing
`지정취소일자` has 1146 (100.0%) missing values	Missing
`완화의료지정형태` has 1146 (100.0%) missing values	Missing
`완화의료담당부서명` has 1146 (100.0%) missing values	Missing
`총인원` has 1146 (100.0%) missing values	Missing
`구조사수` has 1146 (100.0%) missing values	Missing
`최초지정일자` has 1146 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`지정취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료지정형태` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료담당부서명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`구조사수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최초지정일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의료인수` has 90 (7.9%) zeros	Zeros
`입원실수` has 775 (67.6%) zeros	Zeros
`병상수` has 773 (67.5%) zeros	Zeros
`총면적` has 81 (7.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 18:55:43.348058
Analysis finished	2024-04-29 18:55:44.431241
Duration	1.08 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

3050000	1146

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3050000
2nd row	3050000
3rd row	3050000
4th row	3050000
5th row	3050000

Common Values

Value	Count	Frequency (%)
3050000	1146	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3050000	1146	100.0%

관리번호
Text

UNIQUE

Distinct	1146
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

Length

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

Characters and Unicode

Total characters	28650
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	1146 ?
Unique (%)	100.0%

Sample

1st row	PHMA119633050034041100001
2nd row	PHMA119643050034041100001
3rd row	PHMA119653050034041100001
4th row	PHMA119663050034041100001
5th row	PHMA119663050034041100002

Value	Count	Frequency (%)
phma119633050034041100001	1	0.1%
phma120103050034041100031	1	0.1%
phma120103050034041100037	1	0.1%
phma120103050034041100036	1	0.1%
phma120103050034041100035	1	0.1%
phma120103050034041100034	1	0.1%
phma120103050034041100042	1	0.1%
phma120103050034041100032	1	0.1%
phma120103050034041100030	1	0.1%
phma120103050034041100039	1	0.1%
Other values (1136)	1136	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	9989	34.9%
1	4555	15.9%
3	2643	9.2%
4	2601	9.1%
5	1414	4.9%
2	1402	4.9%
P	1146	4.0%
H	1146	4.0%
M	1146	4.0%
A	1146	4.0%
Other values (4)	1462	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24066	84.0%
Uppercase Letter	4584	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9989	41.5%
1	4555	18.9%
3	2643	11.0%
4	2601	10.8%
5	1414	5.9%
2	1402	5.8%
9	600	2.5%
8	324	1.3%
7	275	1.1%
6	263	1.1%

Uppercase Letter

Value	Count	Frequency (%)
P	1146	25.0%
H	1146	25.0%
M	1146	25.0%
A	1146	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24066	84.0%
Latin	4584	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9989	41.5%
1	4555	18.9%
3	2643	11.0%
4	2601	10.8%
5	1414	5.9%
2	1402	5.8%
9	600	2.5%
8	324	1.3%
7	275	1.1%
6	263	1.1%

Latin

Value	Count	Frequency (%)
P	1146	25.0%
H	1146	25.0%
M	1146	25.0%
A	1146	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28650	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9989	34.9%
1	4555	15.9%
3	2643	9.2%
4	2601	9.1%
5	1414	4.9%
2	1402	4.9%
P	1146	4.0%
H	1146	4.0%
M	1146	4.0%
A	1146	4.0%
Other values (4)	1462	5.1%

인허가일자
Date

Distinct	1038
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

Minimum	1963-06-26 00:00:00
Maximum	2024-04-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

1	594
3	544
5	4
2	2
4	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	594	51.8%
3	544	47.5%
5	4	0.3%
2	2	0.2%
4	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	594	51.8%
3	544	47.5%
5	4	0.3%
2	2	0.2%
4	2	0.2%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

영업/정상	594
폐업	544
제외/삭제/전출	4
휴업	2
취소/말소/만료/정지/중지	2

Length

Max length	14
Median length	5
Mean length	3.5968586
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	594	51.8%
폐업	544	47.5%
제외/삭제/전출	4	0.3%
휴업	2	0.2%
취소/말소/만료/정지/중지	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	594	51.8%
폐업	544	47.5%
제외/삭제/전출	4	0.3%
휴업	2	0.2%
취소/말소/만료/정지/중지	2	0.2%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

13	594
3	544
15	4
2	2
24	2

Length

Max length	2
Median length	2
Mean length	1.5235602
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
13	594	51.8%
3	544	47.5%
15	4	0.3%
2	2	0.2%
24	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	594	51.8%
3	544	47.5%
15	4	0.3%
2	2	0.2%
24	2	0.2%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

영업중	594
폐업	544
전출	4
휴업	2
직권폐업	2

Length

Max length	4
Median length	3
Mean length	2.521815
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	594	51.8%
폐업	544	47.5%
전출	4	0.3%
휴업	2	0.2%
직권폐업	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	594	51.8%
폐업	544	47.5%
전출	4	0.3%
휴업	2	0.2%
직권폐업	2	0.2%

폐업일자
Date

MISSING

Distinct	489
Distinct (%)	89.6%
Missing	600
Missing (%)	52.4%
Memory size	9.1 KiB

Minimum	2006-10-12 00:00:00
Maximum	2024-03-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	16
Distinct (%)	100.0%
Missing	1130
Missing (%)	98.6%
Memory size	9.1 KiB

Minimum	2009-10-01 00:00:00
Maximum	2023-11-14 00:00:00

Histogram

Histogram with fixed size bins (bins=16)

휴업종료일자
Date

MISSING

Distinct	16
Distinct (%)	100.0%
Missing	1130
Missing (%)	98.6%
Memory size	9.1 KiB

Minimum	2010-01-15 00:00:00
Maximum	2024-05-31 00:00:00

Histogram

Histogram with fixed size bins (bins=16)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

전화번호
Text

MISSING

Distinct	1015
Distinct (%)	89.7%
Missing	15
Missing (%)	1.3%
Memory size	9.1 KiB

Length

Max length	19
Median length	18
Mean length	11.002653
Min length	8

Characters and Unicode

Total characters	12444
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	926 ?
Unique (%)	81.9%

Sample

1st row	02-2244-7817
2nd row	02-2212-6451
3rd row	02-2244-3085
4th row	02-967-3496
5th row	02-966-2951

Value	Count	Frequency (%)
968-7123	5	0.4%
02-965-6868	4	0.4%
6456-7177	4	0.4%
02-929-7645	4	0.4%
02-960-3600	3	0.3%
963-2580	3	0.3%
955-2804	3	0.3%
02-960-3500	3	0.3%
02-959-2875	3	0.3%
02-968-5949	3	0.3%
Other values (1005)	1096	96.9%

Most occurring characters

Value	Count	Frequency (%)
2	2481	19.9%
-	2068	16.6%
0	1647	13.2%
9	1066	8.6%
6	971	7.8%
5	869	7.0%
7	830	6.7%
4	667	5.4%
1	632	5.1%
8	612	4.9%
Other values (2)	601	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10374	83.4%
Dash Punctuation	2068	16.6%
Other Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2481	23.9%
0	1647	15.9%
9	1066	10.3%
6	971	9.4%
5	869	8.4%
7	830	8.0%
4	667	6.4%
1	632	6.1%
8	612	5.9%
3	599	5.8%

Dash Punctuation

Value	Count	Frequency (%)
-	2068	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12444	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2481	19.9%
-	2068	16.6%
0	1647	13.2%
9	1066	8.6%
6	971	7.8%
5	869	7.0%
7	830	6.7%
4	667	5.4%
1	632	5.1%
8	612	4.9%
Other values (2)	601	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12444	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2481	19.9%
-	2068	16.6%
0	1647	13.2%
9	1066	8.6%
6	971	7.8%
5	869	7.0%
7	830	6.7%
4	667	5.4%
1	632	5.1%
8	612	4.9%
Other values (2)	601	4.8%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

소재지우편번호
Text

MISSING

Distinct	117
Distinct (%)	14.9%
Missing	359
Missing (%)	31.3%
Memory size	9.1 KiB

Length

Max length	7
Median length	6
Mean length	6.0978399
Min length	6

Characters and Unicode

Total characters	4799
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	31 ?
Unique (%)	3.9%

Sample

1st row	130030
2nd row	130-859
3rd row	130872
4th row	130831
5th row	130872

Value	Count	Frequency (%)
130864	152	19.3%
130060	66	8.4%
130867	34	4.3%
130805	21	2.7%
130100	20	2.5%
130840	19	2.4%
130851	18	2.3%
130817	16	2.0%
130865	15	1.9%
130030	14	1.8%
Other values (107)	412	52.4%

Most occurring characters

Value	Count	Frequency (%)
0	1213	25.3%
1	919	19.1%
3	901	18.8%
8	656	13.7%
6	358	7.5%
4	239	5.0%
7	163	3.4%
5	129	2.7%
2	97	2.0%
-	77	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4722	98.4%
Dash Punctuation	77	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1213	25.7%
1	919	19.5%
3	901	19.1%
8	656	13.9%
6	358	7.6%
4	239	5.1%
7	163	3.5%
5	129	2.7%
2	97	2.1%
9	47	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	77	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4799	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1213	25.3%
1	919	19.1%
3	901	18.8%
8	656	13.7%
6	358	7.5%
4	239	5.0%
7	163	3.4%
5	129	2.7%
2	97	2.0%
-	77	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4799	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1213	25.3%
1	919	19.1%
3	901	18.8%
8	656	13.7%
6	358	7.5%
4	239	5.0%
7	163	3.4%
5	129	2.7%
2	97	2.0%
-	77	1.6%

지번주소
Text

MISSING

Distinct	965
Distinct (%)	88.8%
Missing	59
Missing (%)	5.1%
Memory size	9.1 KiB

Length

Max length	61
Median length	51
Mean length	29.054278
Min length	18

Characters and Unicode

Total characters	31582
Distinct characters	236
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	878 ?
Unique (%)	80.8%

Sample

1st row	서울특별시 동대문구 전농로 60(답십리2동 258-6)
2nd row	서울특별시 동대문구 전농동 648번지 33호
3rd row	서울특별시 동대문구 전농동 36번지 5호 지하1,1층
4th row	서울특별시 동대문구 회기동 77번지 8호 3층
5th row	서울특별시 동대문구 이문1동 291번지 30호

Value	Count	Frequency (%)
서울특별시	1087	17.0%
동대문구	1087	17.0%
2층	225	3.5%
제기동	223	3.5%
3층	123	1.9%
1호	117	1.8%
청량리동	88	1.4%
1층	86	1.3%
장안동	83	1.3%
용두동	67	1.0%
Other values (1068)	3215	50.2%

Most occurring characters

Value	Count	Frequency (%)
	5332	16.9%
동	2258	7.1%
1	1507	4.8%
2	1273	4.0%
문	1179	3.7%
대	1116	3.5%
시	1103	3.5%
서	1095	3.5%
구	1088	3.4%
울	1088	3.4%
Other values (226)	14543	46.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18459	58.4%
Decimal Number	6792	21.5%
Space Separator	5332	16.9%
Dash Punctuation	257	0.8%
Open Punctuation	214	0.7%
Close Punctuation	214	0.7%
Other Punctuation	189	0.6%
Uppercase Letter	100	0.3%
Math Symbol	24	0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2258	12.2%
문	1179	6.4%
대	1116	6.0%
시	1103	6.0%
서	1095	5.9%
구	1088	5.9%
울	1088	5.9%
특	1087	5.9%
별	1087	5.9%
지	845	4.6%
Other values (187)	6513	35.3%

Uppercase Letter

Value	Count	Frequency (%)
S	17	17.0%
A	17	17.0%
K	16	16.0%
B	10	10.0%
F	8	8.0%
Y	8	8.0%
C	5	5.0%
L	4	4.0%
T	2	2.0%
W	2	2.0%
Other values (9)	11	11.0%

Decimal Number

Value	Count	Frequency (%)
1	1507	22.2%
2	1273	18.7%
3	847	12.5%
4	605	8.9%
0	601	8.8%
5	494	7.3%
6	482	7.1%
9	368	5.4%
7	336	4.9%
8	279	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	183	96.8%
.	4	2.1%
/	1	0.5%
@	1	0.5%

Space Separator

Value	Count	Frequency (%)
	5332	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	257	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	214	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	214	100.0%

Math Symbol

Value	Count	Frequency (%)
~	24	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅰ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18459	58.4%
Common	13022	41.2%
Latin	101	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2258	12.2%
문	1179	6.4%
대	1116	6.0%
시	1103	6.0%
서	1095	5.9%
구	1088	5.9%
울	1088	5.9%
특	1087	5.9%
별	1087	5.9%
지	845	4.6%
Other values (187)	6513	35.3%

Latin

Value	Count	Frequency (%)
S	17	16.8%
A	17	16.8%
K	16	15.8%
B	10	9.9%
F	8	7.9%
Y	8	7.9%
C	5	5.0%
L	4	4.0%
T	2	2.0%
W	2	2.0%
Other values (10)	12	11.9%

Common

Value	Count	Frequency (%)
	5332	40.9%
1	1507	11.6%
2	1273	9.8%
3	847	6.5%
4	605	4.6%
0	601	4.6%
5	494	3.8%
6	482	3.7%
9	368	2.8%
7	336	2.6%
Other values (9)	1177	9.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18459	58.4%
ASCII	13122	41.5%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5332	40.6%
1	1507	11.5%
2	1273	9.7%
3	847	6.5%
4	605	4.6%
0	601	4.6%
5	494	3.8%
6	482	3.7%
9	368	2.8%
7	336	2.6%
Other values (28)	1277	9.7%

Hangul

Value	Count	Frequency (%)
동	2258	12.2%
문	1179	6.4%
대	1116	6.0%
시	1103	6.0%
서	1095	5.9%
구	1088	5.9%
울	1088	5.9%
특	1087	5.9%
별	1087	5.9%
지	845	4.6%
Other values (187)	6513	35.3%

Number Forms

Value	Count	Frequency (%)
Ⅰ	1	100.0%

도로명주소
Text

MISSING

Distinct	822
Distinct (%)	86.0%
Missing	190
Missing (%)	16.6%
Memory size	9.1 KiB

Length

Max length	70
Median length	52
Mean length	30.752092
Min length	22

Characters and Unicode

Total characters	29399
Distinct characters	226
Distinct categories	9 ?
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	729 ?
Unique (%)	76.3%

Sample

1st row	서울특별시 동대문구 답십리로 62 (전농동)
2nd row	서울특별시 동대문구 전농로16길 30, 지하1,1층 (전농동)
3rd row	서울특별시 동대문구 이문로 23-1, 3층 (회기동)
4th row	서울특별시 동대문구 이문로 133-1 (이문동)
5th row	서울특별시 동대문구 이문로 9-1 (회기동)

Value	Count	Frequency (%)
서울특별시	956	16.2%
동대문구	956	16.2%
2층	254	4.3%
제기동	209	3.5%
장안동	180	3.1%
왕산로	157	2.7%
3층	134	2.3%
답십리동	121	2.1%
전농동	101	1.7%
청량리동	83	1.4%
Other values (698)	2747	46.6%

Most occurring characters

Value	Count	Frequency (%)
	4944	16.8%
동	1990	6.8%
문	1102	3.7%
대	1049	3.6%
시	989	3.4%
서	982	3.3%
)	980	3.3%
(	978	3.3%
울	969	3.3%
로	960	3.3%
Other values (216)	14456	49.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17249	58.7%
Space Separator	4944	16.8%
Decimal Number	4092	13.9%
Close Punctuation	980	3.3%
Open Punctuation	978	3.3%
Other Punctuation	942	3.2%
Dash Punctuation	107	0.4%
Uppercase Letter	76	0.3%
Math Symbol	31	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1990	11.5%
문	1102	6.4%
대	1049	6.1%
시	989	5.7%
서	982	5.7%
울	969	5.6%
로	960	5.6%
별	957	5.5%
구	956	5.5%
특	956	5.5%
Other values (181)	6339	36.7%

Uppercase Letter

Value	Count	Frequency (%)
A	10	13.2%
S	10	13.2%
K	9	11.8%
Y	9	11.8%
F	9	11.8%
B	8	10.5%
C	6	7.9%
L	4	5.3%
W	2	2.6%
E	2	2.6%
Other values (7)	7	9.2%

Decimal Number

Value	Count	Frequency (%)
2	882	21.6%
1	844	20.6%
3	563	13.8%
4	385	9.4%
0	340	8.3%
5	287	7.0%
7	225	5.5%
6	218	5.3%
9	179	4.4%
8	169	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	940	99.8%
:	1	0.1%
.	1	0.1%

Space Separator

Value	Count	Frequency (%)
	4944	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	980	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	978	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	107	100.0%

Math Symbol

Value	Count	Frequency (%)
~	31	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17249	58.7%
Common	12074	41.1%
Latin	76	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1990	11.5%
문	1102	6.4%
대	1049	6.1%
시	989	5.7%
서	982	5.7%
울	969	5.6%
로	960	5.6%
별	957	5.5%
구	956	5.5%
특	956	5.5%
Other values (181)	6339	36.7%

Common

Value	Count	Frequency (%)
	4944	40.9%
)	980	8.1%
(	978	8.1%
,	940	7.8%
2	882	7.3%
1	844	7.0%
3	563	4.7%
4	385	3.2%
0	340	2.8%
5	287	2.4%
Other values (8)	931	7.7%

Latin

Value	Count	Frequency (%)
A	10	13.2%
S	10	13.2%
K	9	11.8%
Y	9	11.8%
F	9	11.8%
B	8	10.5%
C	6	7.9%
L	4	5.3%
W	2	2.6%
E	2	2.6%
Other values (7)	7	9.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17249	58.7%
ASCII	12150	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4944	40.7%
)	980	8.1%
(	978	8.0%
,	940	7.7%
2	882	7.3%
1	844	6.9%
3	563	4.6%
4	385	3.2%
0	340	2.8%
5	287	2.4%
Other values (25)	1007	8.3%

Hangul

Value	Count	Frequency (%)
동	1990	11.5%
문	1102	6.4%
대	1049	6.1%
시	989	5.7%
서	982	5.7%
울	969	5.6%
로	960	5.6%
별	957	5.5%
구	956	5.5%
특	956	5.5%
Other values (181)	6339	36.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	183
Distinct (%)	20.0%
Missing	232
Missing (%)	20.2%
Infinite	0
Infinite (%)	0.0%
Mean	21495.198

Minimum	2403
Maximum	130883
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	2403
5-th percentile	2427
Q1	2524
median	2570
Q3	2622
95-th percentile	130864
Maximum	130883
Range	128480
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	45541.426
Coefficient of variation (CV)	2.1186791
Kurtosis	1.9609395
Mean	21495.198
Median Absolute Deviation (MAD)	47
Skewness	1.9891294
Sum	19646611
Variance	2.0740215 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2570	72	6.3%
130864	43	3.8%
2569	34	3.0%
2573	31	2.7%
2624	23	2.0%
2490	22	1.9%
2559	22	1.9%
2523	18	1.6%
2604	17	1.5%
2560	16	1.4%
Other values (173)	616	53.8%
(Missing)	232	20.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2403	6	0.5%
2406	5	0.4%
2407	1	0.1%
2409	6	0.5%
2410	1	0.1%
2412	2	0.2%
2418	8	0.7%
2419	9	0.8%
2420	5	0.4%
2423	2	0.2%

Value	Count	Frequency (%)
130883	4	0.3%
130876	3	0.3%
130875	3	0.3%
130872	1	0.1%
130870	2	0.2%
130869	2	0.2%
130867	4	0.3%
130865	6	0.5%
130864	43	3.8%
130863	2	0.2%

사업장명
Text

Distinct	988
Distinct (%)	86.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

Length

Max length	23
Median length	19
Mean length	7.026178
Min length	3

Characters and Unicode

Total characters	8052
Distinct characters	394
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	887 ?
Unique (%)	77.4%

Sample

1st row	김명원치과의원
2nd row	충남한의원
3rd row	내인당한의원
4th row	임치과의원
5th row	김기혁치과의원

Value	Count	Frequency (%)
명문한의원	7	0.6%
동아당한의원	7	0.6%
송강한의원	7	0.6%
삼락한의원	6	0.5%
신설동보한의원	5	0.4%
거창당한의원	5	0.4%
충신한의원	5	0.4%
금광한의원	5	0.4%
활인당한의원	4	0.3%
서울연세의원	4	0.3%
Other values (987)	1103	95.3%

Most occurring characters

Value	Count	Frequency (%)
의	1228	15.3%
원	1175	14.6%
과	578	7.2%
한	510	6.3%
치	263	3.3%
이	103	1.3%
성	96	1.2%
인	93	1.2%
당	90	1.1%
정	89	1.1%
Other values (384)	3827	47.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7978	99.1%
Uppercase Letter	20	0.2%
Space Separator	12	0.1%
Lowercase Letter	12	0.1%
Other Punctuation	9	0.1%
Close Punctuation	7	0.1%
Open Punctuation	6	0.1%
Decimal Number	6	0.1%
Modifier Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	1228	15.4%
원	1175	14.7%
과	578	7.2%
한	510	6.4%
치	263	3.3%
이	103	1.3%
성	96	1.2%
인	93	1.2%
당	90	1.1%
정	89	1.1%
Other values (358)	3753	47.0%

Uppercase Letter

Value	Count	Frequency (%)
E	3	15.0%
M	3	15.0%
K	3	15.0%
Y	2	10.0%
N	2	10.0%
S	2	10.0%
D	2	10.0%
U	1	5.0%
B	1	5.0%
I	1	5.0%

Lowercase Letter

Value	Count	Frequency (%)
r	3	25.0%
s	3	25.0%
e	2	16.7%
y	1	8.3%
p	1	8.3%
i	1	8.3%
m	1	8.3%

Decimal Number

Value	Count	Frequency (%)
6	2	33.3%
3	2	33.3%
5	2	33.3%

Other Punctuation

Value	Count	Frequency (%)
?	6	66.7%
&	3	33.3%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7978	99.1%
Common	42	0.5%
Latin	32	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	1228	15.4%
원	1175	14.7%
과	578	7.2%
한	510	6.4%
치	263	3.3%
이	103	1.3%
성	96	1.2%
인	93	1.2%
당	90	1.1%
정	89	1.1%
Other values (358)	3753	47.0%

Latin

Value	Count	Frequency (%)
E	3	9.4%
M	3	9.4%
r	3	9.4%
K	3	9.4%
s	3	9.4%
Y	2	6.2%
N	2	6.2%
S	2	6.2%
D	2	6.2%
e	2	6.2%
Other values (7)	7	21.9%

Common

Value	Count	Frequency (%)
	12	28.6%
)	7	16.7%
?	6	14.3%
(	6	14.3%
&	3	7.1%
6	2	4.8%
3	2	4.8%
5	2	4.8%
´	2	4.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7978	99.1%
ASCII	72	0.9%
None	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	1228	15.4%
원	1175	14.7%
과	578	7.2%
한	510	6.4%
치	263	3.3%
이	103	1.3%
성	96	1.2%
인	93	1.2%
당	90	1.1%
정	89	1.1%
Other values (358)	3753	47.0%

ASCII

Value	Count	Frequency (%)
	12	16.7%
)	7	9.7%
?	6	8.3%
(	6	8.3%
E	3	4.2%
M	3	4.2%
&	3	4.2%
r	3	4.2%
K	3	4.2%
s	3	4.2%
Other values (15)	23	31.9%

None

Value	Count	Frequency (%)
´	2	100.0%

최종수정일자
Date

Distinct	976
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

Minimum	2008-12-01 19:13:10
Maximum	2024-04-25 23:13:20

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

U	596
I	550

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	U
3rd row	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
U	596	52.0%
I	550	48.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	596	52.0%
i	550	48.0%

데이터갱신일자
Date

Distinct	371
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:07:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

한의원	460
의원	424
치과의원	260
보건소	1
조산원	1

Length

Max length	4
Median length	3
Mean length	2.8568935
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
한의원	460	40.1%
의원	424	37.0%
치과의원	260	22.7%
보건소	1	0.1%
조산원	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한의원	460	40.1%
의원	424	37.0%
치과의원	260	22.7%
보건소	1	0.1%
조산원	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	483
Distinct (%)	51.1%
Missing	200
Missing (%)	17.5%
Infinite	0
Infinite (%)	0.0%
Mean	204479.07

Minimum	202012.62
Maximum	206543.16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	202012.62
5-th percentile	202823.91
Q1	203302.38
median	204551.74
Q3	205443.13
95-th percentile	206304.01
Maximum	206543.16
Range	4530.5352
Interquartile range (IQR)	2140.7498

Descriptive statistics

Standard deviation	1176.8612
Coefficient of variation (CV)	0.0057554116
Kurtosis	-1.2034682
Mean	204479.07
Median Absolute Deviation (MAD)	1143.3935
Skewness	0.0054200766
Sum	1.934372 × 10⁸
Variance	1385002.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
204089.817117361	21	1.8%
203155.504921512	18	1.6%
203289.24962427	15	1.3%
205271.704936121	11	1.0%
206101.9138443	10	0.9%
204687.977091636	10	0.9%
205102.874915953	9	0.8%
203624.129825056	8	0.7%
203721.241499342	8	0.7%
203395.308400587	8	0.7%
Other values (473)	828	72.3%
(Missing)	200	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202012.621510207	4	0.3%
202042.817335648	1	0.1%
202056.089579192	1	0.1%
202067.966819758	1	0.1%
202116.938316772	1	0.1%
202119.284217428	3	0.3%
202128.460068469	1	0.1%
202132.961071614	1	0.1%
202136.434632005	1	0.1%
202137.437125277	1	0.1%

Value	Count	Frequency (%)
206543.156690365	1	0.1%
206522.763968502	1	0.1%
206521.405320134	5	0.4%
206502.751884821	3	0.3%
206485.648747757	1	0.1%
206484.233644024	4	0.3%
206473.617790663	1	0.1%
206471.128872298	3	0.3%
206467.421144593	1	0.1%
206449.764689744	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	484
Distinct (%)	51.2%
Missing	200
Missing (%)	17.5%
Infinite	0
Infinite (%)	0.0%
Mean	452949.58

Minimum	450987.05
Maximum	455899.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	450987.05
5-th percentile	451481.17
Q1	452321.08
median	452924.26
Q3	453270.26
95-th percentile	454846.06
Maximum	455899.98
Range	4912.934
Interquartile range (IQR)	949.17283

Descriptive statistics

Standard deviation	955.71701
Coefficient of variation (CV)	0.0021099854
Kurtosis	0.65550958
Mean	452949.58
Median Absolute Deviation (MAD)	413.40742
Skewness	0.62470253
Sum	4.284903 × 10⁸
Variance	913395.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
453314.135663101	21	1.8%
452914.607542858	18	1.6%
452971.167975053	15	1.3%
452706.897879436	11	1.0%
451578.200073082	10	0.9%
452155.691148899	10	0.9%
452765.708982856	9	0.8%
452935.837397665	8	0.7%
452922.376839569	8	0.7%
452989.973649477	8	0.7%
Other values (474)	828	72.3%
(Missing)	200	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
450987.048392613	1	0.1%
451014.511031732	1	0.1%
451031.569748553	1	0.1%
451059.346901649	5	0.4%
451061.072414994	2	0.2%
451080.986788942	1	0.1%
451094.412855942	1	0.1%
451098.299986522	3	0.3%
451120.5353714	3	0.3%
451134.504571525	1	0.1%

Value	Count	Frequency (%)
455899.982370316	2	0.2%
455848.35475815	1	0.1%
455733.487227905	1	0.1%
455676.187399755	1	0.1%
455671.621878218	2	0.2%
455659.587050802	1	0.1%
455658.906013827	1	0.1%
455652.31748734	2	0.2%
455651.759148378	2	0.2%
455650.25644686	1	0.1%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

한의원	349
<NA>	336
의원	285
치과의원	175
조산원	1

Length

Max length	4
Median length	3
Mean length	3.1972077
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
한의원	349	30.5%
<NA>	336	29.3%
의원	285	24.9%
치과의원	175	15.3%
조산원	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한의원	349	30.5%
na	336	29.3%
의원	285	24.9%
치과의원	175	15.3%
조산원	1	0.1%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	1.4%
Missing	336
Missing (%)	29.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.0962963

Minimum	0
Maximum	21
Zeros	90
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1535343
Coefficient of variation (CV)	1.0522103
Kurtosis	154.09436
Mean	1.0962963
Median Absolute Deviation (MAD)	0
Skewness	10.549998
Sum	888
Variance	1.3306414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	630	55.0%
0	90	7.9%
2	69	6.0%
3	8	0.7%
4	6	0.5%
5	2	0.2%
12	1	0.1%
21	1	0.1%
16	1	0.1%
7	1	0.1%
(Missing)	336	29.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90	7.9%
1	630	55.0%
2	69	6.0%
3	8	0.7%
4	6	0.5%
5	2	0.2%
6	1	0.1%
7	1	0.1%
12	1	0.1%
16	1	0.1%

Value	Count	Frequency (%)
21	1	0.1%
16	1	0.1%
12	1	0.1%
7	1	0.1%
6	1	0.1%
5	2	0.2%
4	6	0.5%
3	8	0.7%
2	69	6.0%
1	630	55.0%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	1.2%
Missing	336
Missing (%)	29.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.18395062

Minimum	0
Maximum	20
Zeros	775
Zeros (%)	67.6%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1679652
Coefficient of variation (CV)	6.3493408
Kurtosis	121.36843
Mean	0.18395062
Median Absolute Deviation (MAD)	0
Skewness	9.5358459
Sum	149
Variance	1.3641426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	775	67.6%
1	13	1.1%
4	6	0.5%
8	4	0.3%
3	3	0.3%
5	3	0.3%
7	3	0.3%
9	1	0.1%
20	1	0.1%
6	1	0.1%
(Missing)	336	29.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	775	67.6%
1	13	1.1%
3	3	0.3%
4	6	0.5%
5	3	0.3%
6	1	0.1%
7	3	0.3%
8	4	0.3%
9	1	0.1%
20	1	0.1%

Value	Count	Frequency (%)
20	1	0.1%
9	1	0.1%
8	4	0.3%
7	3	0.3%
6	1	0.1%
5	3	0.3%
4	6	0.5%
3	3	0.3%
1	13	1.1%
0	775	67.6%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	2.0%
Missing	336
Missing (%)	29.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.51851852

Minimum	0
Maximum	35
Zeros	773
Zeros (%)	67.5%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	35
Range	35
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.4580699
Coefficient of variation (CV)	6.6691348
Kurtosis	61.746352
Mean	0.51851852
Median Absolute Deviation (MAD)	0
Skewness	7.7775354
Sum	420
Variance	11.958247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	773	67.5%
1	9	0.8%
29	6	0.5%
4	5	0.4%
2	3	0.3%
5	2	0.2%
15	2	0.2%
6	2	0.2%
3	1	0.1%
9	1	0.1%
Other values (6)	6	0.5%
(Missing)	336	29.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	773	67.5%
1	9	0.8%
2	3	0.3%
3	1	0.1%
4	5	0.4%
5	2	0.2%
6	2	0.2%
7	1	0.1%
9	1	0.1%
15	2	0.2%

Value	Count	Frequency (%)
35	1	0.1%
32	1	0.1%
29	6	0.5%
26	1	0.1%
25	1	0.1%
22	1	0.1%
15	2	0.2%
9	1	0.1%
7	1	0.1%
6	2	0.2%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	565
Distinct (%)	69.8%
Missing	336
Missing (%)	29.3%
Infinite	0
Infinite (%)	0.0%
Mean	110.24584

Minimum	0
Maximum	2822
Zeros	81
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	44.11
median	78.95
Q3	127.075
95-th percentile	262.9525
Maximum	2822
Range	2822
Interquartile range (IQR)	82.965

Descriptive statistics

Standard deviation	164.63473
Coefficient of variation (CV)	1.4933419
Kurtosis	113.33623
Mean	110.24584
Median Absolute Deviation (MAD)	39.585
Skewness	8.6643795
Sum	89299.13
Variance	27104.593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	81	7.1%
51.0	7	0.6%
66.0	6	0.5%
75.0	6	0.5%
123.7	5	0.4%
48.0	5	0.4%
108.0	4	0.3%
110.0	4	0.3%
23.25	4	0.3%
64.0	4	0.3%
Other values (555)	684	59.7%
(Missing)	336	29.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	81	7.1%
12.6	1	0.1%
12.62	1	0.1%
14.52	1	0.1%
15.66	1	0.1%
16.28	1	0.1%
17.58	1	0.1%
17.75	1	0.1%
18.02	1	0.1%
18.24	1	0.1%

Value	Count	Frequency (%)
2822.0	1	0.1%
1796.21	1	0.1%
1515.86	1	0.1%
1115.92	1	0.1%
907.74	1	0.1%
693.0	1	0.1%
690.24	1	0.1%
686.8	1	0.1%
683.74	1	0.1%
675.9	1	0.1%

진료과목내용
Text

MISSING

Distinct	226
Distinct (%)	27.9%
Missing	336
Missing (%)	29.3%
Memory size	9.1 KiB

Length

Max length	63
Median length	59
Mean length	14.239506
Min length	3

Characters and Unicode

Total characters	11534
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	174 ?
Unique (%)	21.5%

Sample

1st row	401
2nd row	401
3rd row	401
4th row	301 304 307 302 305 308 303 306
5th row	301

Value	Count	Frequency (%)
301	349	11.3%
302	199	6.4%
308	199	6.4%
303	198	6.4%
304	197	6.4%
305	195	6.3%
306	191	6.2%
307	188	6.1%
101	160	5.2%
401	147	4.8%
Other values (45)	1063	34.4%

Most occurring characters

Value	Count	Frequency (%)
0	2557	22.2%
1	2308	20.0%
	2276	19.7%
3	2049	17.8%
4	783	6.8%
2	419	3.6%
5	340	2.9%
8	274	2.4%
6	254	2.2%
7	215	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9258	80.3%
Space Separator	2276	19.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2557	27.6%
1	2308	24.9%
3	2049	22.1%
4	783	8.5%
2	419	4.5%
5	340	3.7%
8	274	3.0%
6	254	2.7%
7	215	2.3%
9	59	0.6%

Space Separator

Value	Count	Frequency (%)
	2276	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11534	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2557	22.2%
1	2308	20.0%
	2276	19.7%
3	2049	17.8%
4	783	6.8%
2	419	3.6%
5	340	2.9%
8	274	2.4%
6	254	2.2%
7	215	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11534	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2557	22.2%
1	2308	20.0%
	2276	19.7%
3	2049	17.8%
4	783	6.8%
2	419	3.6%
5	340	2.9%
8	274	2.4%
6	254	2.2%
7	215	1.9%

진료과목내용명
Text

MISSING

Distinct	162
Distinct (%)	20.0%
Missing	336
Missing (%)	29.3%
Memory size	9.1 KiB

Length

Max length	95
Median length	92
Mean length	24.603704
Min length	2

Characters and Unicode

Total characters	19929
Distinct characters	67
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	120 ?
Unique (%)	14.8%

Sample

1st row	치과
2nd row	치과
3rd row	치과
4th row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과
5th row	한방내과

Value	Count	Frequency (%)
한방내과	349	11.3%
침구과	199	6.4%
한방부인과	199	6.4%
한방소아과	198	6.4%
한방안?이비인후?피부과	197	6.4%
한방신경정신과	195	6.3%
한방재활의학과	191	6.2%
사상체질과	188	6.1%
내과	160	5.2%
치과	149	4.8%
Other values (35)	1061	34.4%

Most occurring characters

Value	Count	Frequency (%)
과	3160	15.9%
,	2276	11.4%
	2276	11.4%
방	1362	6.8%
한	1335	6.7%
부	546	2.7%
내	533	2.7%
인	516	2.6%
소	467	2.3%
신	452	2.3%
Other values (57)	7006	35.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14983	75.2%
Other Punctuation	2670	13.4%
Space Separator	2276	11.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	3160	21.1%
방	1362	9.1%
한	1335	8.9%
부	546	3.6%
내	533	3.6%
인	516	3.4%
소	467	3.1%
신	452	3.0%
학	436	2.9%
의	435	2.9%
Other values (54)	5741	38.3%

Other Punctuation

Value	Count	Frequency (%)
,	2276	85.2%
?	394	14.8%

Space Separator

Value	Count	Frequency (%)
	2276	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14983	75.2%
Common	4946	24.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	3160	21.1%
방	1362	9.1%
한	1335	8.9%
부	546	3.6%
내	533	3.6%
인	516	3.4%
소	467	3.1%
신	452	3.0%
학	436	2.9%
의	435	2.9%
Other values (54)	5741	38.3%

Common

Value	Count	Frequency (%)
,	2276	46.0%
	2276	46.0%
?	394	8.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14983	75.2%
ASCII	4946	24.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	3160	21.1%
방	1362	9.1%
한	1335	8.9%
부	546	3.6%
내	533	3.6%
인	516	3.4%
소	467	3.1%
신	452	3.0%
학	436	2.9%
의	435	2.9%
Other values (54)	5741	38.3%

ASCII

Value	Count	Frequency (%)
,	2276	46.0%
	2276	46.0%
?	394	8.0%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

0	810
<NA>	336

Length

Max length	4
Median length	1
Mean length	1.8795812
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	810	70.7%
<NA>	336	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	810	70.7%
na	336	29.3%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

0	810
<NA>	336

Length

Max length	4
Median length	1
Mean length	1.8795812
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	810	70.7%
<NA>	336	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	810	70.7%
na	336	29.3%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.1 KiB

0	810
<NA>	336

Length

Max length	4
Median length	1
Mean length	1.8795812
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	810	70.7%
<NA>	336	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	810	70.7%
na	336	29.3%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1146
Missing (%)	100.0%
Memory size	10.2 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3050000	PHMA119633050034041100001	19630626	<NA>	3	폐업	3	폐업	20091126	<NA>	<NA>	<NA>	02-2244-7817	<NA>	130030	서울특별시 동대문구 전농로 60(답십리2동 258-6)	<NA>	<NA>	김명원치과의원	2009-11-26 16:07:04	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3050000	PHMA119643050034041100001	1964-03-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2212-6451	<NA>	130-859	서울특별시 동대문구 전농동 648번지 33호	서울특별시 동대문구 답십리로 62 (전농동)	2594	충남한의원	2024-01-05 09:13:31	U	2023-12-01 00:07:00.0	한의원	204165.05424	452595.444091	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3050000	PHMA119653050034041100001	1965-08-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2244-3085	<NA>	<NA>	서울특별시 동대문구 전농동 36번지 5호 지하1,1층	서울특별시 동대문구 전농로16길 30, 지하1,1층 (전농동)	2507	내인당한의원	2023-10-27 09:31:09	U	2022-10-30 22:09:00.0	한의원	205139.983433	452871.651892	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3050000	PHMA119663050034041100001	19660430	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-967-3496	<NA>	130872	서울특별시 동대문구 회기동 77번지 8호 3층	서울특별시 동대문구 이문로 23-1, 3층 (회기동)	2460	임치과의원	2021-04-15 23:13:15	U	2021-04-17 02:40:00.0	치과의원	204817.341752	454183.906005	치과의원	1	0	0	106.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3050000	PHMA119663050034041100002	19660810	<NA>	3	폐업	3	폐업	20201231	20200901	20210228	<NA>	02-966-2951	<NA>	130831	서울특별시 동대문구 이문1동 291번지 30호	서울특별시 동대문구 이문로 133-1 (이문동)	2403	김기혁치과의원	2020-12-18 16:52:26	U	2020-12-20 02:40:00.0	치과의원	205338.878417	455149.715299	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3050000	PHMA119673050034041100001	19670329	<NA>	3	폐업	3	폐업	20210928	<NA>	<NA>	<NA>	02-966-6910	<NA>	130872	서울특별시 동대문구 회기동 71번지 1호	서울특별시 동대문구 이문로 9-1 (회기동)	2460	마산한의원	2021-09-29 17:31:52	U	2021-10-01 02:40:00.0	한의원	204730.604506	454092.324598	한의원	1	0	0	0.0	301 304 307 302 305 308 303 306	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3050000	PHMA119673050034041100002	19670816	<NA>	3	폐업	3	폐업	20160422	<NA>	<NA>	<NA>	02-967-0073	<NA>	130869	서울특별시 동대문구 청량리동 520번지 46호	서울특별시 동대문구 제기로 75-1 (청량리동)	2470	대인한의원	2016-04-22 15:25:12	I	2018-08-31 23:59:59.0	한의원	203602.124493	453838.374252	한의원	1	0	0	0.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3050000	PHMA119673050034041100003	19671004	<NA>	3	폐업	3	폐업	20131031	<NA>	<NA>	<NA>	02-965-4657	<NA>	130876	서울특별시 동대문구 휘경1동 331번지	서울특별시 동대문구 이문로 22 (휘경동)	130876	박희서한의원	2013-10-31 13:47:46	I	2018-08-31 23:59:59.0	한의원	204836.911307	454131.384137	한의원	1	0	0	108.08	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3050000	PHMA119673050034041100004	19671128	<NA>	3	폐업	3	폐업	20170410	<NA>	<NA>	<NA>	02-2212-7507	<NA>	<NA>	서울특별시 동대문구 전농동 655번지 30호	서울특별시 동대문구 답십리로 95 (전농동)	2553	임치과의원	2017-04-10 15:22:18	I	2018-08-31 23:59:59.0	치과의원	204444.480432	452433.549643	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3050000	PHMA119683050034041100001	19680304	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-923-7610	<NA>	<NA>	서울특별시 동대문구 용두동 233번지 23호 KY TOWER 3층 301호	서울특별시 동대문구 왕산로 45, 3층 301호 (용두동, KY TOWER)	2579	박신경정신과의원	2022-06-10 00:43:16	U	2021-12-05 23:02:00.0	의원	202435.226533	452791.117213	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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
1136	3050000	PHMA120243050034041100005	2024-03-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-961-8582	<NA>	<NA>	서울특별시 동대문구 이문동 305-2 4,5층	서울특별시 동대문구 휘경로 13, 4,5층 (이문동)	2419	바로핀재활의학과의원	2024-04-18 23:13:20	U	2023-12-03 22:00:00.0	의원	205383.086859	454857.911444	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1137	3050000	PHMA120243050034041100006	2024-03-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6123-2828	<NA>	<NA>	서울특별시 동대문구 전농동 648-68 4층	서울특별시 동대문구 답십리로 64, 4층 (전농동)	2594	아껴주는치과의원	2024-03-22 02:13:17	U	2023-12-02 22:04:00.0	치과의원	204177.567279	452577.285489	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1138	3050000	PHMA120243050034041100007	2024-03-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6954-2875	<NA>	<NA>	서울특별시 동대문구 전농동 620-47 청량리역 롯데캐슬 SKY-L65 5층 511~516호	서울특별시 동대문구 답십리로 27, 5층 511~516호 (전농동, 청량리역 롯데캐슬 SKY-L65)	2559	연세스카이치과의원	2024-04-19 00:43:15	U	2023-12-03 22:01:00.0	치과의원	203917.462724	452951.998521	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1139	3050000	PHMA120243050034041100008	2024-03-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동대문구 전농동 620-56 힐스테이트 청량리 더퍼스트 101동 208호	서울특별시 동대문구 왕산로36길 6, 힐스테이트 청량리 더퍼스트 101동 208호 (전농동)	2559	명성한의원	2024-04-05 06:43:16	U	2023-12-04 00:07:00.0	한의원	203773.011885	452994.518697	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1140	3050000	PHMA120243050034041100009	2024-03-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2247-7975	<NA>	<NA>	서울특별시 동대문구 장안동 295-6	서울특별시 동대문구 답십리로 267, 6층 (장안동)	2530	장안베스트정형외과의원	2024-04-19 01:43:16	U	2023-12-03 22:01:00.0	의원	206122.410814	452272.262593	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1141	3050000	PHMA120243050034041100010	2024-03-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 동대문구 제기동 892-71 한솔동의보감 2층 31,32,44,45,46호	서울특별시 동대문구 왕산로 109, 한솔동의보감 2층 31,32,44,45,46호 (제기동)	2568	자연건강한의원	2024-03-29 15:54:57	I	2023-12-02 21:01:00.0	한의원	203075.098505	452918.836458	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1142	3050000	PHMA120243050034041100011	2024-04-04	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3394-7713	<NA>	<NA>	서울특별시 동대문구 장안동 371-10 7층	서울특별시 동대문구 장한로25길 3, 7층 (장안동)	2624	연세동행정신건강의학과의원	2024-04-11 23:13:14	U	2023-12-03 23:03:00.0	의원	206196.124114	452148.134515	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1143	3050000	PHMA120243050034041100012	2024-04-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2244-7533	<NA>	<NA>	서울특별시 동대문구 장안동 93-5 1층	서울특별시 동대문구 사가정로25길 22-4, 1층 (장안동)	2515	금성한의원	2024-04-25 23:13:20	U	2023-12-03 22:07:00.0	한의원	206170.769726	453042.665229	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1144	3050000	PHMA120243050034041100013	2024-04-23	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6951-5704	<NA>	<NA>	서울특별시 동대문구 답십리동 266-1 6층	서울특별시 동대문구 전농로 38, 6층 (답십리동)	2615	늘조은이비인후과의원	2024-04-24 09:19:14	I	2023-12-03 22:06:00.0	의원	204992.502701	451779.215427	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1145	3050000	PHMA120243050034041100014	2024-04-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-5975	<NA>	<NA>	서울특별시 동대문구 답십리동 266-1 3, 4층	서울특별시 동대문구 전농로 38, 3, 4층 (답십리동)	2615	답십리늘채움신경외과의원	2024-04-25 10:27:00	I	2023-12-03 22:07:00.0	의원	204992.502701	451779.215427	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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