gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	525
Missing cells	7980
Missing cells (%)	37.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	179.6 KiB
Average record size in memory	350.3 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	용산구
URL	https://data.seoul.go.kr/dataList/OA-16216/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has 525 (100.0%) missing values	Missing
`폐업일자` has 329 (62.7%) missing values	Missing
`휴업시작일자` has 513 (97.7%) missing values	Missing
`휴업종료일자` has 513 (97.7%) missing values	Missing
`재개업일자` has 525 (100.0%) missing values	Missing
`전화번호` has 20 (3.8%) missing values	Missing
`소재지면적` has 525 (100.0%) missing values	Missing
`소재지우편번호` has 300 (57.1%) missing values	Missing
`지번주소` has 58 (11.0%) missing values	Missing
`도로명주소` has 68 (13.0%) missing values	Missing
`도로명우편번호` has 90 (17.1%) missing values	Missing
`좌표정보(X)` has 79 (15.0%) missing values	Missing
`좌표정보(Y)` has 79 (15.0%) missing values	Missing
`의료인수` has 201 (38.3%) missing values	Missing
`입원실수` has 201 (38.3%) missing values	Missing
`병상수` has 201 (38.3%) missing values	Missing
`총면적` has 201 (38.3%) missing values	Missing
`진료과목내용` has 201 (38.3%) missing values	Missing
`진료과목내용명` has 201 (38.3%) missing values	Missing
`지정취소일자` has 525 (100.0%) missing values	Missing
`완화의료지정형태` has 525 (100.0%) missing values	Missing
`완화의료담당부서명` has 525 (100.0%) missing values	Missing
`총인원` has 525 (100.0%) missing values	Missing
`구조사수` has 525 (100.0%) missing values	Missing
`최초지정일자` has 525 (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 319 (60.8%) zeros	Zeros
`병상수` has 316 (60.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:19:06.821749
Analysis finished	2024-05-11 06:19:08.109292
Duration	1.29 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

3020000	525

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3020000
2nd row	3020000
3rd row	3020000
4th row	3020000
5th row	3020000

Common Values

Value	Count	Frequency (%)
3020000	525	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3020000	525	100.0%

관리번호
Text

UNIQUE

Distinct	525
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

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

Characters and Unicode

Total characters	13125
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	525 ?
Unique (%)	100.0%

Sample

1st row	PHMA119653020033041100001
2nd row	PHMA119653020033041100002
3rd row	PHMA119653020033041100003
4th row	PHMA119653020033041100004
5th row	PHMA119653020033041100005

Value	Count	Frequency (%)
phma119653020033041100001	1	0.2%
phma120113020033041100002	1	0.2%
phma120133020033041100005	1	0.2%
phma120133020033041100004	1	0.2%
phma120133020033041100003	1	0.2%
phma120133020033041100002	1	0.2%
phma120133020033041100001	1	0.2%
phma120123020033041100013	1	0.2%
phma120123020033041100012	1	0.2%
phma120123020033041100011	1	0.2%
Other values (515)	515	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	4659	35.5%
1	2176	16.6%
3	1687	12.9%
2	1108	8.4%
4	639	4.9%
P	525	4.0%
H	525	4.0%
M	525	4.0%
A	525	4.0%
9	297	2.3%
Other values (4)	459	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11025	84.0%
Uppercase Letter	2100	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4659	42.3%
1	2176	19.7%
3	1687	15.3%
2	1108	10.0%
4	639	5.8%
9	297	2.7%
8	129	1.2%
7	120	1.1%
5	119	1.1%
6	91	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	525	25.0%
H	525	25.0%
M	525	25.0%
A	525	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11025	84.0%
Latin	2100	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4659	42.3%
1	2176	19.7%
3	1687	15.3%
2	1108	10.0%
4	639	5.8%
9	297	2.7%
8	129	1.2%
7	120	1.1%
5	119	1.1%
6	91	0.8%

Latin

Value	Count	Frequency (%)
P	525	25.0%
H	525	25.0%
M	525	25.0%
A	525	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4659	35.5%
1	2176	16.6%
3	1687	12.9%
2	1108	8.4%
4	639	4.9%
P	525	4.0%
H	525	4.0%
M	525	4.0%
A	525	4.0%
9	297	2.3%
Other values (4)	459	3.5%

인허가일자
Date

Distinct	487
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	1965-08-30 00:00:00
Maximum	2024-04-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

1	320
3	196
5	8
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	320	61.0%
3	196	37.3%
5	8	1.5%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	320	61.0%
3	196	37.3%
5	8	1.5%
2	1	0.2%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

영업/정상	320
폐업	196
제외/삭제/전출	8
휴업	1

Length

Max length	8
Median length	5
Mean length	3.92
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	320	61.0%
폐업	196	37.3%
제외/삭제/전출	8	1.5%
휴업	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	320	61.0%
폐업	196	37.3%
제외/삭제/전출	8	1.5%
휴업	1	0.2%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

13	320
3	196
15	8
2	1

Length

Max length	2
Median length	2
Mean length	1.6247619
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
13	320	61.0%
3	196	37.3%
15	8	1.5%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	320	61.0%
3	196	37.3%
15	8	1.5%
2	1	0.2%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

영업중	320
폐업	196
전출	8
휴업	1

Length

Max length	3
Median length	3
Mean length	2.6095238
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	320	61.0%
폐업	196	37.3%
전출	8	1.5%
휴업	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	320	61.0%
폐업	196	37.3%
전출	8	1.5%
휴업	1	0.2%

폐업일자
Date

MISSING

Distinct	188
Distinct (%)	95.9%
Missing	329
Missing (%)	62.7%
Memory size	4.2 KiB

Minimum	2008-06-25 00:00:00
Maximum	2024-05-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	513
Missing (%)	97.7%
Memory size	4.2 KiB

Minimum	2010-04-21 00:00:00
Maximum	2024-04-26 00:00:00

Histogram

Histogram with fixed size bins (bins=12)

휴업종료일자
Date

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	513
Missing (%)	97.7%
Memory size	4.2 KiB

Minimum	2010-12-31 00:00:00
Maximum	2027-11-16 00:00:00

Histogram

Histogram with fixed size bins (bins=12)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

전화번호
Text

MISSING

Distinct	492
Distinct (%)	97.4%
Missing	20
Missing (%)	3.8%
Memory size	4.2 KiB

Length

Max length	13
Median length	12
Mean length	9.5881188
Min length	3

Characters and Unicode

Total characters	4842
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	480 ?
Unique (%)	95.0%

Sample

1st row	794-4077
2nd row	795-5527
3rd row	754-3656
4th row	795-2808
5th row	02-713-2875

Value	Count	Frequency (%)
02-796-3392	3	0.6%
02-798-0089	2	0.4%
02-790-0077	2	0.4%
3293-7575	2	0.4%
793-2275	2	0.4%
717-2804	2	0.4%
02-000-0000	2	0.4%
795-3101	2	0.4%
774-1525	2	0.4%
794-6106	2	0.4%
Other values (482)	485	95.8%

Most occurring characters

Value	Count	Frequency (%)
7	794	16.4%
-	747	15.4%
0	661	13.7%
2	602	12.4%
9	401	8.3%
5	367	7.6%
1	329	6.8%
8	264	5.5%
3	262	5.4%
4	227	4.7%
Other values (2)	188	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4094	84.6%
Dash Punctuation	747	15.4%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	794	19.4%
0	661	16.1%
2	602	14.7%
9	401	9.8%
5	367	9.0%
1	329	8.0%
8	264	6.4%
3	262	6.4%
4	227	5.5%
6	187	4.6%

Dash Punctuation

Value	Count	Frequency (%)
-	747	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4842	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	794	16.4%
-	747	15.4%
0	661	13.7%
2	602	12.4%
9	401	8.3%
5	367	7.6%
1	329	6.8%
8	264	5.5%
3	262	5.4%
4	227	4.7%
Other values (2)	188	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4842	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	794	16.4%
-	747	15.4%
0	661	13.7%
2	602	12.4%
9	401	8.3%
5	367	7.6%
1	329	6.8%
8	264	5.5%
3	262	5.4%
4	227	4.7%
Other values (2)	188	3.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

소재지우편번호
Text

MISSING

Distinct	100
Distinct (%)	44.4%
Missing	300
Missing (%)	57.1%
Memory size	4.2 KiB

Length

Max length	7
Median length	6
Mean length	6.1022222
Min length	6

Characters and Unicode

Total characters	1373
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	47 ?
Unique (%)	20.9%

Sample

1st row	140875
2nd row	140833
3rd row	140011
4th row	140846
5th row	140869

Value	Count	Frequency (%)
140854	10	4.4%
140011	9	4.0%
140823	6	2.7%
140893	6	2.7%
140806	6	2.7%
140160	6	2.7%
140887	5	2.2%
140853	5	2.2%
140858	5	2.2%
140884	5	2.2%
Other values (90)	162	72.0%

Most occurring characters

Value	Count	Frequency (%)
0	312	22.7%
1	304	22.1%
4	264	19.2%
8	172	12.5%
2	59	4.3%
7	59	4.3%
3	49	3.6%
9	49	3.6%
6	42	3.1%
5	40	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1350	98.3%
Dash Punctuation	23	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	312	23.1%
1	304	22.5%
4	264	19.6%
8	172	12.7%
2	59	4.4%
7	59	4.4%
3	49	3.6%
9	49	3.6%
6	42	3.1%
5	40	3.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1373	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	312	22.7%
1	304	22.1%
4	264	19.2%
8	172	12.5%
2	59	4.3%
7	59	4.3%
3	49	3.6%
9	49	3.6%
6	42	3.1%
5	40	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1373	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	312	22.7%
1	304	22.1%
4	264	19.2%
8	172	12.5%
2	59	4.3%
7	59	4.3%
3	49	3.6%
9	49	3.6%
6	42	3.1%
5	40	2.9%

지번주소
Text

MISSING

Distinct	392
Distinct (%)	83.9%
Missing	58
Missing (%)	11.0%
Memory size	4.2 KiB

Length

Max length	49
Median length	43
Mean length	25.541756
Min length	15

Characters and Unicode

Total characters	11928
Distinct characters	171
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	338 ?
Unique (%)	72.4%

Sample

1st row	서울특별시 용산구 이촌동 300번지 10호
2nd row	서울특별시 용산구 한강로2가 213
3rd row	서울특별시 용산구 용산동2가 1번지 465호
4th row	서울특별시 용산구 한강로1가 14번지 26호
5th row	서울특별시 용산구 원효로1가 53번지 1호

Value	Count	Frequency (%)
용산구	468	18.9%
서울특별시	467	18.8%
한강로2가	53	2.1%
이촌동	49	2.0%
한남동	49	2.0%
3호	37	1.5%
1호	36	1.5%
이태원동	35	1.4%
갈월동	29	1.2%
한강로3가	28	1.1%
Other values (500)	1229	49.6%

Most occurring characters

Value	Count	Frequency (%)
	2026	17.0%
용	539	4.5%
산	534	4.5%
서	482	4.0%
2	482	4.0%
시	475	4.0%
울	469	3.9%
구	468	3.9%
별	467	3.9%
특	467	3.9%
Other values (161)	5519	46.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7346	61.6%
Decimal Number	2375	19.9%
Space Separator	2026	17.0%
Dash Punctuation	124	1.0%
Other Punctuation	27	0.2%
Uppercase Letter	22	0.2%
Open Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
용	539	7.3%
산	534	7.3%
서	482	6.6%
시	475	6.5%
울	469	6.4%
구	468	6.4%
별	467	6.4%
특	467	6.4%
동	367	5.0%
호	353	4.8%
Other values (137)	2725	37.1%

Decimal Number

Value	Count	Frequency (%)
2	482	20.3%
1	417	17.6%
3	375	15.8%
0	277	11.7%
4	177	7.5%
6	166	7.0%
5	148	6.2%
7	138	5.8%
9	109	4.6%
8	86	3.6%

Uppercase Letter

Value	Count	Frequency (%)
A	6	27.3%
L	5	22.7%
G	4	18.2%
S	3	13.6%
C	1	4.5%
J	1	4.5%
R	1	4.5%
B	1	4.5%

Space Separator

Value	Count	Frequency (%)
	2026	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	124	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	27	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7346	61.6%
Common	4560	38.2%
Latin	22	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
용	539	7.3%
산	534	7.3%
서	482	6.6%
시	475	6.5%
울	469	6.4%
구	468	6.4%
별	467	6.4%
특	467	6.4%
동	367	5.0%
호	353	4.8%
Other values (137)	2725	37.1%

Common

Value	Count	Frequency (%)
	2026	44.4%
2	482	10.6%
1	417	9.1%
3	375	8.2%
0	277	6.1%
4	177	3.9%
6	166	3.6%
5	148	3.2%
7	138	3.0%
-	124	2.7%
Other values (6)	230	5.0%

Latin

Value	Count	Frequency (%)
A	6	27.3%
L	5	22.7%
G	4	18.2%
S	3	13.6%
C	1	4.5%
J	1	4.5%
R	1	4.5%
B	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7346	61.6%
ASCII	4582	38.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2026	44.2%
2	482	10.5%
1	417	9.1%
3	375	8.2%
0	277	6.0%
4	177	3.9%
6	166	3.6%
5	148	3.2%
7	138	3.0%
-	124	2.7%
Other values (14)	252	5.5%

Hangul

Value	Count	Frequency (%)
용	539	7.3%
산	534	7.3%
서	482	6.6%
시	475	6.5%
울	469	6.4%
구	468	6.4%
별	467	6.4%
특	467	6.4%
동	367	5.0%
호	353	4.8%
Other values (137)	2725	37.1%

도로명주소
Text

MISSING

Distinct	422
Distinct (%)	92.3%
Missing	68
Missing (%)	13.0%
Memory size	4.2 KiB

Length

Max length	61
Median length	50
Mean length	32.102845
Min length	21

Characters and Unicode

Total characters	14671
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	391 ?
Unique (%)	85.6%

Sample

1st row	서울특별시 용산구 이촌로 290 (이촌동, 점보상가)
2nd row	서울특별시 용산구 신흥로20길 8 (용산동2가)
3rd row	서울특별시 용산구 한강대로 202-1 (한강로1가)
4th row	서울특별시 용산구 원효로 245 (원효로1가)
5th row	서울특별시 용산구 청파로 321 (청파동1가)

Value	Count	Frequency (%)
서울특별시	457	16.1%
용산구	457	16.1%
한강대로	88	3.1%
2층	61	2.2%
한강로2가	58	2.0%
이촌동	53	1.9%
이촌로	52	1.8%
한남동	47	1.7%
3층	39	1.4%
이태원동	36	1.3%
Other values (555)	1487	52.5%

Most occurring characters

Value	Count	Frequency (%)
	2379	16.2%
로	588	4.0%
2	551	3.8%
용	538	3.7%
산	531	3.6%
서	503	3.4%
시	470	3.2%
)	461	3.1%
(	461	3.1%
울	460	3.1%
Other values (216)	7729	52.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8541	58.2%
Space Separator	2379	16.2%
Decimal Number	2278	15.5%
Close Punctuation	461	3.1%
Open Punctuation	461	3.1%
Other Punctuation	437	3.0%
Dash Punctuation	51	0.3%
Math Symbol	36	0.2%
Uppercase Letter	27	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	588	6.9%
용	538	6.3%
산	531	6.2%
서	503	5.9%
시	470	5.5%
울	460	5.4%
구	458	5.4%
특	457	5.4%
별	457	5.4%
동	372	4.4%
Other values (192)	3707	43.4%

Decimal Number

Value	Count	Frequency (%)
2	551	24.2%
1	395	17.3%
3	267	11.7%
0	206	9.0%
4	188	8.3%
5	180	7.9%
7	146	6.4%
6	128	5.6%
9	127	5.6%
8	90	4.0%

Uppercase Letter

Value	Count	Frequency (%)
A	10	37.0%
L	4	14.8%
G	4	14.8%
B	4	14.8%
D	2	7.4%
S	2	7.4%
R	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	436	99.8%
.	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2379	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	461	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	461	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Math Symbol

Value	Count	Frequency (%)
~	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8541	58.2%
Common	6103	41.6%
Latin	27	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	588	6.9%
용	538	6.3%
산	531	6.2%
서	503	5.9%
시	470	5.5%
울	460	5.4%
구	458	5.4%
특	457	5.4%
별	457	5.4%
동	372	4.4%
Other values (192)	3707	43.4%

Common

Value	Count	Frequency (%)
	2379	39.0%
2	551	9.0%
)	461	7.6%
(	461	7.6%
,	436	7.1%
1	395	6.5%
3	267	4.4%
0	206	3.4%
4	188	3.1%
5	180	2.9%
Other values (7)	579	9.5%

Latin

Value	Count	Frequency (%)
A	10	37.0%
L	4	14.8%
G	4	14.8%
B	4	14.8%
D	2	7.4%
S	2	7.4%
R	1	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8541	58.2%
ASCII	6130	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2379	38.8%
2	551	9.0%
)	461	7.5%
(	461	7.5%
,	436	7.1%
1	395	6.4%
3	267	4.4%
0	206	3.4%
4	188	3.1%
5	180	2.9%
Other values (14)	606	9.9%

Hangul

Value	Count	Frequency (%)
로	588	6.9%
용	538	6.3%
산	531	6.2%
서	503	5.9%
시	470	5.5%
울	460	5.4%
구	458	5.4%
특	457	5.4%
별	457	5.4%
동	372	4.4%
Other values (192)	3707	43.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	104
Distinct (%)	23.9%
Missing	90
Missing (%)	17.1%
Infinite	0
Infinite (%)	0.0%
Mean	10638.779

Minimum	4300
Maximum	140901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	4300
5-th percentile	4313
Q1	4336
median	4376
Q3	4406
95-th percentile	4427
Maximum	140901
Range	136601
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	28591
Coefficient of variation (CV)	2.6874324
Kurtosis	17.00698
Mean	10638.779
Median Absolute Deviation (MAD)	38
Skewness	4.350713
Sum	4627869
Variance	8.1744528 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4426	26	5.0%
4378	26	5.0%
4427	22	4.2%
4376	21	4.0%
4321	20	3.8%
4387	13	2.5%
4420	10	1.9%
4363	10	1.9%
4315	10	1.9%
4322	10	1.9%
Other values (94)	267	50.9%
(Missing)	90	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4300	4	0.8%
4301	1	0.2%
4302	1	0.2%
4303	1	0.2%
4305	6	1.1%
4308	1	0.2%
4309	1	0.2%
4310	3	0.6%
4311	2	0.4%
4313	6	1.1%

Value	Count	Frequency (%)
140901	1	0.2%
140896	1	0.2%
140879	1	0.2%
140872	1	0.2%
140858	1	0.2%
140854	1	0.2%
140848	1	0.2%
140828	1	0.2%
140806	1	0.2%
140791	1	0.2%

사업장명
Text

Distinct	509
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	21
Median length	16
Mean length	7.1142857
Min length	3

Characters and Unicode

Total characters	3735
Distinct characters	330
Distinct categories	7 ?
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	497 ?
Unique (%)	94.7%

Sample

1st row	윤의원
2nd row	임향한의원
3rd row	차한의원
4th row	인화한의원
5th row	참좋은치과의원

Value	Count	Frequency (%)
용산벨라의원	5	0.9%
수미안치과의원	3	0.6%
이레치과의원	2	0.4%
의료법인	2	0.4%
평강한의원	2	0.4%
엠치과의원	2	0.4%
치과의원	2	0.4%
생생한의원	2	0.4%
유디남영치과의원	2	0.4%
마마스조산원	2	0.4%
Other values (507)	511	95.5%

Most occurring characters

Value	Count	Frequency (%)
의	552	14.8%
원	551	14.8%
과	307	8.2%
치	165	4.4%
한	141	3.8%
이	77	2.1%
인	57	1.5%
산	48	1.3%
정	45	1.2%
서	39	1.0%
Other values (320)	1753	46.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3706	99.2%
Decimal Number	12	0.3%
Space Separator	10	0.3%
Other Punctuation	3	0.1%
Uppercase Letter	2	0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	552	14.9%
원	551	14.9%
과	307	8.3%
치	165	4.5%
한	141	3.8%
이	77	2.1%
인	57	1.5%
산	48	1.3%
정	45	1.2%
서	39	1.1%
Other values (308)	1724	46.5%

Decimal Number

Value	Count	Frequency (%)
3	3	25.0%
6	3	25.0%
5	3	25.0%
7	2	16.7%
9	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
&	2	66.7%
.	1	33.3%

Uppercase Letter

Value	Count	Frequency (%)
E	1	50.0%
W	1	50.0%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3706	99.2%
Common	27	0.7%
Latin	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	552	14.9%
원	551	14.9%
과	307	8.3%
치	165	4.5%
한	141	3.8%
이	77	2.1%
인	57	1.5%
산	48	1.3%
정	45	1.2%
서	39	1.1%
Other values (308)	1724	46.5%

Common

Value	Count	Frequency (%)
	10	37.0%
3	3	11.1%
6	3	11.1%
5	3	11.1%
7	2	7.4%
&	2	7.4%
)	1	3.7%
(	1	3.7%
.	1	3.7%
9	1	3.7%

Latin

Value	Count	Frequency (%)
E	1	50.0%
W	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3706	99.2%
ASCII	29	0.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	552	14.9%
원	551	14.9%
과	307	8.3%
치	165	4.5%
한	141	3.8%
이	77	2.1%
인	57	1.5%
산	48	1.3%
정	45	1.2%
서	39	1.1%
Other values (308)	1724	46.5%

ASCII

Value	Count	Frequency (%)
	10	34.5%
3	3	10.3%
6	3	10.3%
5	3	10.3%
7	2	6.9%
&	2	6.9%
)	1	3.4%
E	1	3.4%
W	1	3.4%
(	1	3.4%
Other values (2)	2	6.9%

최종수정일자
Date

Distinct	468
Distinct (%)	89.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	2008-12-02 12:05:11
Maximum	2024-05-09 23:43:13

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

U	306
I	219

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	306	58.3%
I	219	41.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	306	58.3%
i	219	41.7%

데이터갱신일자
Date

Distinct	221
Distinct (%)	42.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 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	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

의원	241
치과의원	163
한의원	118
조산원	2
보건소	1

Length

Max length	4
Median length	3
Mean length	2.8514286
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	241	45.9%
치과의원	163	31.0%
한의원	118	22.5%
조산원	2	0.4%
보건소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	241	45.9%
치과의원	163	31.0%
한의원	118	22.5%
조산원	2	0.4%
보건소	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	264
Distinct (%)	59.2%
Missing	79
Missing (%)	15.0%
Infinite	0
Infinite (%)	0.0%
Mean	197857.72

Minimum	195547.14
Maximum	201058.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	195547.14
5-th percentile	196359.29
Q1	197043.37
median	197450.28
Q3	198657.38
95-th percentile	200506.19
Maximum	201058.05
Range	5510.9143
Interquartile range (IQR)	1614.003

Descriptive statistics

Standard deviation	1296.7268
Coefficient of variation (CV)	0.0065538346
Kurtosis	-0.31713969
Mean	197857.72
Median Absolute Deviation (MAD)	510.00703
Skewness	0.83446967
Sum	88244542
Variance	1681500.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
197450.277644237	11	2.1%
197045.849468346	9	1.7%
197011.737528847	9	1.7%
197083.100438264	9	1.7%
196861.350875235	9	1.7%
197056.728931087	7	1.3%
197722.571038558	7	1.3%
197425.47861329	7	1.3%
197221.439324261	6	1.1%
199471.30974998	6	1.1%
Other values (254)	366	69.7%
(Missing)	79	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
195547.140326252	3	0.6%
195626.865584206	2	0.4%
195743.282928605	1	0.2%
195936.18328447	1	0.2%
195981.203408641	2	0.4%
196005.836412851	2	0.4%
196007.611983279	1	0.2%
196012.701500135	1	0.2%
196147.046126753	1	0.2%
196149.859380737	1	0.2%

Value	Count	Frequency (%)
201058.054618041	1	0.2%
201035.9411494	1	0.2%
200887.091124451	2	0.4%
200855.473260672	1	0.2%
200824.55933234	1	0.2%
200801.017350307	1	0.2%
200768.292367139	1	0.2%
200757.113163707	1	0.2%
200735.669061317	1	0.2%
200697.42588055	3	0.6%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	264
Distinct (%)	59.2%
Missing	79
Missing (%)	15.0%
Infinite	0
Infinite (%)	0.0%
Mean	448027.97

Minimum	446114.16
Maximum	450288.56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	446114.16
5-th percentile	446344.59
Q1	447333.44
median	448004.73
Q3	448765.43
95-th percentile	449825.83
Maximum	450288.56
Range	4174.4065
Interquartile range (IQR)	1431.9904

Descriptive statistics

Standard deviation	1019.1474
Coefficient of variation (CV)	0.0022747405
Kurtosis	-0.61453025
Mean	448027.97
Median Absolute Deviation (MAD)	717.53375
Skewness	0.12265898
Sum	1.9982048 × 10⁸
Variance	1038661.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446437.197878548	11	2.1%
448447.558967085	9	1.7%
447430.100250997	9	1.7%
447552.774477998	9	1.7%
447226.720509901	9	1.7%
447077.126289262	7	1.3%
446344.591216568	7	1.3%
449166.662964325	7	1.3%
446524.508385914	6	1.1%
447522.747030786	6	1.1%
Other values (254)	366	69.7%
(Missing)	79	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446114.155238838	1	0.2%
446178.85892605	3	0.6%
446194.350546744	1	0.2%
446202.36502252	1	0.2%
446221.69071399	1	0.2%
446243.198701013	1	0.2%
446246.110967125	1	0.2%
446248.255892098	5	1.0%
446262.544080318	2	0.4%
446264.341129677	2	0.4%

Value	Count	Frequency (%)
450288.561776513	1	0.2%
450255.757958327	1	0.2%
450229.427777316	1	0.2%
450222.757802901	1	0.2%
450208.024374245	1	0.2%
450187.363185493	1	0.2%
450171.953371765	1	0.2%
450168.3235982	1	0.2%
450126.951675139	1	0.2%
450122.985851126	1	0.2%

의료기관종별명
Categorical

Distinct	6
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	201
의원	138
치과의원	125
한의원	59
보건소	1

Length

Max length	4
Median length	4
Mean length	3.3580952
Min length	2

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	201	38.3%
의원	138	26.3%
치과의원	125	23.8%
한의원	59	11.2%
보건소	1	0.2%
조산원	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	201	38.3%
의원	138	26.3%
치과의원	125	23.8%
한의원	59	11.2%
보건소	1	0.2%
조산원	1	0.2%

의료인수
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	2.8%
Missing	201
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.4506173

Minimum	0
Maximum	35
Zeros	2
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	35
Range	35
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0998377
Coefficient of variation (CV)	1.4475477
Kurtosis	204.1919
Mean	1.4506173
Median Absolute Deviation (MAD)	0
Skewness	13.159176
Sum	470
Variance	4.4093185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	252	48.0%
2	48	9.1%
3	11	2.1%
4	6	1.1%
0	2	0.4%
6	2	0.4%
7	1	0.2%
35	1	0.2%
11	1	0.2%
(Missing)	201	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.4%
1	252	48.0%
2	48	9.1%
3	11	2.1%
4	6	1.1%
6	2	0.4%
7	1	0.2%
11	1	0.2%
35	1	0.2%

Value	Count	Frequency (%)
35	1	0.2%
11	1	0.2%
7	1	0.2%
6	2	0.4%
4	6	1.1%
3	11	2.1%
2	48	9.1%
1	252	48.0%
0	2	0.4%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	1.9%
Missing	201
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.061728395

Minimum	0
Maximum	6
Zeros	319
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.52422856
Coefficient of variation (CV)	8.4925026
Kurtosis	87.487156
Mean	0.061728395
Median Absolute Deviation (MAD)	0
Skewness	9.1572146
Sum	20
Variance	0.27481558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	319	60.8%
6	1	0.2%
4	1	0.2%
3	1	0.2%
5	1	0.2%
2	1	0.2%
(Missing)	201	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	319	60.8%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%

Value	Count	Frequency (%)
6	1	0.2%
5	1	0.2%
4	1	0.2%
3	1	0.2%
2	1	0.2%
0	319	60.8%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	2.8%
Missing	201
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.31481481

Minimum	0
Maximum	28
Zeros	316
Zeros (%)	60.2%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.5400135
Coefficient of variation (CV)	8.0682781
Kurtosis	94.345566
Mean	0.31481481
Median Absolute Deviation (MAD)	0
Skewness	9.5162851
Sum	102
Variance	6.4516684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	316	60.2%
6	1	0.2%
9	1	0.2%
27	1	0.2%
28	1	0.2%
21	1	0.2%
4	1	0.2%
5	1	0.2%
2	1	0.2%
(Missing)	201	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	316	60.2%
2	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
9	1	0.2%
21	1	0.2%
27	1	0.2%
28	1	0.2%

Value	Count	Frequency (%)
28	1	0.2%
27	1	0.2%
21	1	0.2%
9	1	0.2%
6	1	0.2%
5	1	0.2%
4	1	0.2%
2	1	0.2%
0	316	60.2%

총면적
Real number (ℝ)

MISSING

Distinct	291
Distinct (%)	89.8%
Missing	201
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	136.42182

Minimum	16.5
Maximum	2723.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	16.5
5-th percentile	40.201
Q1	69.865
median	102.92
Q3	150.625
95-th percentile	302.5315
Maximum	2723.7
Range	2707.2
Interquartile range (IQR)	80.76

Descriptive statistics

Standard deviation	180.01862
Coefficient of variation (CV)	1.3195735
Kurtosis	136.69985
Mean	136.42182
Median Absolute Deviation (MAD)	37.23
Skewness	10.229965
Sum	44200.67
Variance	32406.704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49.5	3	0.6%
166.49	3	0.6%
70.0	3	0.6%
90.0	3	0.6%
150.0	3	0.6%
50.0	3	0.6%
33.0	3	0.6%
85.0	3	0.6%
132.0	2	0.4%
102.3	2	0.4%
Other values (281)	296	56.4%
(Missing)	201	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.5	1	0.2%
22.12	1	0.2%
25.81	1	0.2%
26.99	1	0.2%
28.46	1	0.2%
30.0	1	0.2%
33.0	3	0.6%
33.64	1	0.2%
35.0	1	0.2%
35.38	1	0.2%

Value	Count	Frequency (%)
2723.7	1	0.2%
1245.66	1	0.2%
600.0	1	0.2%
552.6	1	0.2%
549.92	1	0.2%
549.3	1	0.2%
523.52	1	0.2%
485.1	1	0.2%
414.4	1	0.2%
372.42	1	0.2%

진료과목내용
Text

MISSING

Distinct	135
Distinct (%)	41.7%
Missing	201
Missing (%)	38.3%
Memory size	4.2 KiB

Length

Max length	87
Median length	51
Mean length	19.407407
Min length	3

Characters and Unicode

Total characters	6288
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	109 ?
Unique (%)	33.6%

Sample

1st row	301 302 303 304 305 306 307 308
2nd row	301 302 303 304 305 306 307 308
3rd row	301 302 303 304 305 306 307 308
4th row	101 104
5th row	301 302 303 304 305 306 307 308

Value	Count	Frequency (%)
101	80	4.8%
114	76	4.6%
201	60	3.6%
210	60	3.6%
202	60	3.6%
205	60	3.6%
203	60	3.6%
204	60	3.6%
301	59	3.6%
302	58	3.5%
Other values (43)	1020	61.7%

Most occurring characters

Value	Count	Frequency (%)
0	1339	21.3%
	1329	21.1%
1	1198	19.1%
3	668	10.6%
2	654	10.4%
4	571	9.1%
5	207	3.3%
6	109	1.7%
8	107	1.7%
7	76	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4959	78.9%
Space Separator	1329	21.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1339	27.0%
1	1198	24.2%
3	668	13.5%
2	654	13.2%
4	571	11.5%
5	207	4.2%
6	109	2.2%
8	107	2.2%
7	76	1.5%
9	30	0.6%

Space Separator

Value	Count	Frequency (%)
	1329	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6288	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1339	21.3%
	1329	21.1%
1	1198	19.1%
3	668	10.6%
2	654	10.4%
4	571	9.1%
5	207	3.3%
6	109	1.7%
8	107	1.7%
7	76	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1339	21.3%
	1329	21.1%
1	1198	19.1%
3	668	10.6%
2	654	10.4%
4	571	9.1%
5	207	3.3%
6	109	1.7%
8	107	1.7%
7	76	1.2%

진료과목내용명
Text

MISSING

Distinct	118
Distinct (%)	36.4%
Missing	201
Missing (%)	38.3%
Memory size	4.2 KiB

Length

Max length	145
Median length	74
Mean length	32.564815
Min length	2

Characters and Unicode

Total characters	10551
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	91 ?
Unique (%)	28.1%

Sample

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

Value	Count	Frequency (%)
구강악안면외과	98	5.9%
치과보철과	98	5.9%
치과교정과	96	5.8%
소아치과	95	5.7%
치주과	95	5.7%
예방치과	94	5.7%
내과	80	4.8%
피부과	76	4.6%
한방내과	59	3.6%
한방안?이비인후?피부과	58	3.5%
Other values (33)	804	48.6%

Most occurring characters

Value	Count	Frequency (%)
과	1866	17.7%
,	1329	12.6%
	1329	12.6%
치	553	5.2%
방	446	4.2%
한	346	3.3%
소	266	2.5%
정	227	2.2%
부	218	2.1%
아	209	2.0%
Other values (54)	3762	35.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7777	73.7%
Other Punctuation	1445	13.7%
Space Separator	1329	12.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1866	24.0%
치	553	7.1%
방	446	5.7%
한	346	4.4%
소	266	3.4%
정	227	2.9%
부	218	2.8%
아	209	2.7%
구	201	2.6%
인	188	2.4%
Other values (51)	3257	41.9%

Other Punctuation

Value	Count	Frequency (%)
,	1329	92.0%
?	116	8.0%

Space Separator

Value	Count	Frequency (%)
	1329	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7777	73.7%
Common	2774	26.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1866	24.0%
치	553	7.1%
방	446	5.7%
한	346	4.4%
소	266	3.4%
정	227	2.9%
부	218	2.8%
아	209	2.7%
구	201	2.6%
인	188	2.4%
Other values (51)	3257	41.9%

Common

Value	Count	Frequency (%)
,	1329	47.9%
	1329	47.9%
?	116	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7777	73.7%
ASCII	2774	26.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1866	24.0%
치	553	7.1%
방	446	5.7%
한	346	4.4%
소	266	3.4%
정	227	2.9%
부	218	2.8%
아	209	2.7%
구	201	2.6%
인	188	2.4%
Other values (51)	3257	41.9%

ASCII

Value	Count	Frequency (%)
,	1329	47.9%
	1329	47.9%
?	116	4.2%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

0	324
<NA>	201

Length

Max length	4
Median length	1
Mean length	2.1485714
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	324	61.7%
<NA>	201	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	324	61.7%
na	201	38.3%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

0	324
<NA>	201

Length

Max length	4
Median length	1
Mean length	2.1485714
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	324	61.7%
<NA>	201	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	324	61.7%
na	201	38.3%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

0	324
<NA>	201

Length

Max length	4
Median length	1
Mean length	2.1485714
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	324	61.7%
<NA>	201	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	324	61.7%
na	201	38.3%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 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	3020000	PHMA119653020033041100001	19650830	<NA>	3	폐업	3	폐업	20221201	<NA>	<NA>	<NA>	794-4077	<NA>	<NA>	서울특별시 용산구 이촌동 300번지 10호	서울특별시 용산구 이촌로 290 (이촌동, 점보상가)	4425	윤의원	2022-12-13 16:28:47	U	2021-11-01 23:05:00.0	의원	198047.573915	446202.365023	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3020000	PHMA119653020033041100002	19650830	<NA>	3	폐업	3	폐업	20101123	<NA>	<NA>	<NA>	795-5527	<NA>	140875	서울특별시 용산구 한강로2가 213	<NA>	<NA>	임향한의원	2010-11-23 18:41:25	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0	0	16.5	301 302 303 304 305 306 307 308	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3020000	PHMA119653020033041100003	19650830	<NA>	3	폐업	3	폐업	20170322	<NA>	<NA>	<NA>	754-3656	<NA>	140833	서울특별시 용산구 용산동2가 1번지 465호	서울특별시 용산구 신흥로20길 8 (용산동2가)	4328	차한의원	2017-03-22 13:00:08	I	2018-08-31 23:59:59.0	한의원	198609.608454	449323.369026	한의원	1	0	0	108.0	301 302 303 304 305 306 307 308	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3020000	PHMA119653020033041100004	19650830	<NA>	3	폐업	3	폐업	20181101	20180401	20180630	<NA>	795-2808	<NA>	140011	서울특별시 용산구 한강로1가 14번지 26호	서울특별시 용산구 한강대로 202-1 (한강로1가)	4353	인화한의원	2018-10-25 10:28:14	U	2018-10-27 02:35:41.0	한의원	197685.447352	448246.676603	한의원	2	0	0	59.4	301 302 303 304 305 306 307 308	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3020000	PHMA119653020033041100005	19650830	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-713-2875	<NA>	140846	서울특별시 용산구 원효로1가 53번지 1호	서울특별시 용산구 원효로 245 (원효로1가)	4316	참좋은치과의원	2022-11-04 04:13:15	U	2021-11-01 00:06:00.0	치과의원	197112.793906	448614.651071	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3020000	PHMA119663020033041100001	19660115	<NA>	3	폐업	3	폐업	20150804	<NA>	<NA>	<NA>	795-1785	<NA>	<NA>	서울특별시 용산구 보광동 238-43	<NA>	<NA>	이경욱외과의원	2015-08-04 13:52:45	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	123.0	101 104	내과, 외과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3020000	PHMA119663020033041100002	19660720	<NA>	3	폐업	3	폐업	20180115	<NA>	<NA>	<NA>	713-8271	<NA>	140869	서울특별시 용산구 청파동1가 163번지	서울특별시 용산구 청파로 321 (청파동1가)	4308	근화당한의원	2018-01-15 15:39:48	I	2018-08-31 23:59:59.0	한의원	197262.290849	449565.882013	한의원	1	0	0	45.0	301 302 303 304 305 306 307 308	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3020000	PHMA119673020033041100001	1967-01-23	<NA>	3	폐업	3	폐업	2023-08-31	<NA>	<NA>	<NA>	794-7083	<NA>	140-886	서울특별시 용산구 한남동 76번지 21호	서울특별시 용산구 한남대로 57 (한남동)	4401	김정범치과의원	2023-09-01 16:35:09	U	2022-12-09 00:03:00.0	치과의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3020000	PHMA119673020033041100002	19671018	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-714-0593	<NA>	<NA>	서울특별시 용산구 청파동1가 154번지 42호	서울특별시 용산구 청파로 322 (청파동1가, 동민의원)	4301	동민의원	2020-01-30 10:02:07	U	2020-02-01 02:40:00.0	의원	197302.950853	449575.510375	의원	2	0	0	207.76	101 104 105 111 122	내과, 외과, 정형외과, 소아청소년과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3020000	PHMA119683020033041100001	19680416	<NA>	3	폐업	3	폐업	20211027	<NA>	<NA>	<NA>	712-8204	<NA>	<NA>	서울특별시 용산구 원효로2가 25번지	서울특별시 용산구 원효로 191 (원효로2가, 원효로의원)	4364	원효로의원	2021-10-27 10:47:13	U	2021-10-29 02:40:00.0	의원	196708.429265	448281.343781	의원	1	0	0	224.85	101 105 111	내과, 정형외과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
515	3020000	PHMA120233020033041100005	2023-09-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-790-0702	<NA>	<NA>	서울특별시 용산구 한강로2가 2-37 용산토투밸리	서울특별시 용산구 새창로 217, 용산토투밸리 7층 705호 (한강로2가)	4376	임상익정신건강의학과의원	2024-03-08 09:13:14	U	2023-12-02 23:00:00.0	의원	197083.100438	447552.774478	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
516	3020000	PHMA120233020033041100006	2023-09-01	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 용산구 한강로2가 2-37 용산토투밸리	서울특별시 용산구 새창로 217, 용산토투밸리 15층 1501호 (한강로2가)	4376	밴스의원	2024-04-12 03:43:12	U	2023-12-03 23:04:00.0	의원	197083.100438	447552.774478	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
517	3020000	PHMA120233020033041100007	2023-09-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6365-2875	<NA>	<NA>	서울특별시 용산구 이촌동 300-21 유일빌딩	서울특별시 용산구 이촌로84길 9, 4층 (이촌동)	4426	슈어플란트치과의원	2023-10-19 21:13:12	U	2022-10-30 22:01:00.0	치과의원	197906.93946	446246.110967	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
518	3020000	PHMA120233020033041100008	2023-09-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-701-1075	<NA>	<NA>	서울특별시 용산구 청파동2가 1-17 1층	서울특별시 용산구 효창원로93길 2, 1층 (청파동2가)	4311	이성화한의원	2023-09-27 17:41:29	I	2022-12-08 22:09:00.0	한의원	196691.773344	449589.048509	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
519	3020000	PHMA120233020033041100009	2023-11-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6221-0202	<NA>	<NA>	서울특별시 용산구 이촌동 300-23 한강맨션	서울특별시 용산구 이촌로 248, 31동 1,2층 105-1호,203호 (이촌동, 한강맨션)	4426	뉘앙스성형외과의원	2024-04-11 20:43:13	U	2023-12-03 23:03:00.0	의원	197722.571039	446344.591217	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
520	3020000	PHMA120243020033041100001	2024-01-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-749-8200	<NA>	<NA>	<NA>	서울특별시 용산구 한강대로 95, A동 212호 (한강로2가, 래미안용산 더 센트럴)	4378	용산자윤한의원	2024-01-17 09:23:14	U	2023-11-30 23:09:00.0	한의원	197011.737529	447430.100251	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
521	3020000	PHMA120243020033041100002	2024-01-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2135-7884	<NA>	<NA>	서울특별시 용산구 한강로2가 314-1 용성비즈텔 지하1층	서울특별시 용산구 한강대로 109, 용성비즈텔 지하1층 (한강로2가)	4376	뷰티라운지의원	2024-02-02 06:43:14	U	2023-12-02 00:04:00.0	의원	197117.418435	447527.338271	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
522	3020000	PHMA120243020033041100003	2024-01-23	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3785-1190	<NA>	<NA>	서울특별시 용산구 한강로3가 98 제몰동 2층 2066~2069,2073-2호	서울특별시 용산구 서빙고로 17, 몰동 2층 2066,2067,2068,2069,2073-2호 (한강로3가)	4387	언제나365의원	2024-03-29 00:43:15	U	2023-12-02 21:01:00.0	의원	197056.728931	447077.126289	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
523	3020000	PHMA120243020033041100004	2024-02-21	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 용산구 원효로2가 1-36 3,4층	서울특별시 용산구 백범로 340, 3,4층 (원효로2가)	4368	용산좋은습관마취통증의학과의원	2024-04-19 15:34:37	U	2023-12-03 22:01:00.0	의원	196979.093088	448380.52421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
524	3020000	PHMA120243020033041100005	2024-04-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-7517	<NA>	<NA>	서울특별시 용산구 이촌동 300-268 미학빌딩 4층	서울특별시 용산구 이촌로88길 16, 미학빌딩 4층 (이촌동)	4426	김향내과의원	2024-04-17 09:10:47	I	2023-12-03 23:09:00.0	의원	197954.84985	446178.858926	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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ASCII

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Common Values

Length

Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

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Common Values (Plot)

Most occurring characters

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Decimal Number

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

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ASCII

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

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Most occurring scripts

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Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation