gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	757
Missing cells	11230
Missing cells (%)	36.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	258.9 KiB
Average record size in memory	350.2 B

Variable types

Categorical	11
Text	8
DateTime	6
Unsupported	9
Numeric	7

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),의료기관종별명,의료인수,입원실수,병상수,총면적,진료과목내용,진료과목내용명,지정취소일자,완화의료지정형태,완화의료담당부서명,구급차특수,구급차일반,총인원,구조사수,허가병상수,최초지정일자
Author	서대문구
URL	https://data.seoul.go.kr/dataList/OA-16226/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has 757 (100.0%) missing values	Missing
`폐업일자` has 437 (57.7%) missing values	Missing
`휴업시작일자` has 748 (98.8%) missing values	Missing
`휴업종료일자` has 748 (98.8%) missing values	Missing
`재개업일자` has 757 (100.0%) missing values	Missing
`소재지면적` has 757 (100.0%) missing values	Missing
`소재지우편번호` has 322 (42.5%) missing values	Missing
`지번주소` has 111 (14.7%) missing values	Missing
`도로명주소` has 110 (14.5%) missing values	Missing
`도로명우편번호` has 137 (18.1%) missing values	Missing
`좌표정보(X)` has 117 (15.5%) missing values	Missing
`좌표정보(Y)` has 117 (15.5%) missing values	Missing
`의료인수` has 261 (34.5%) missing values	Missing
`입원실수` has 261 (34.5%) missing values	Missing
`병상수` has 261 (34.5%) missing values	Missing
`총면적` has 261 (34.5%) missing values	Missing
`진료과목내용` has 261 (34.5%) missing values	Missing
`진료과목내용명` has 261 (34.5%) missing values	Missing
`지정취소일자` has 757 (100.0%) missing values	Missing
`완화의료지정형태` has 757 (100.0%) missing values	Missing
`완화의료담당부서명` has 757 (100.0%) missing values	Missing
`총인원` has 757 (100.0%) missing values	Missing
`구조사수` has 757 (100.0%) missing values	Missing
`최초지정일자` has 757 (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 474 (62.6%) zeros	Zeros
`병상수` has 473 (62.5%) zeros	Zeros
`총면적` has 21 (2.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 03:35:13.531953
Analysis finished	2024-05-11 03:35:15.649958
Duration	2.12 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

3120000	757

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3120000
2nd row	3120000
3rd row	3120000
4th row	3120000
5th row	3120000

Common Values

Value	Count	Frequency (%)
3120000	757	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3120000	757	100.0%

관리번호
Text

UNIQUE

Distinct	757
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

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

Characters and Unicode

Total characters	18925
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	757 ?
Unique (%)	100.0%

Sample

1st row	PHMA119653120033041100001
2nd row	PHMA119653120033041100002
3rd row	PHMA119653120033041100003
4th row	PHMA119653120033041100004
5th row	PHMA119663120033041100003

Value	Count	Frequency (%)
phma119653120033041100001	1	0.1%
phma120113120033041100010	1	0.1%
phma120113120033041100012	1	0.1%
phma120113120033041100013	1	0.1%
phma120113120033041100014	1	0.1%
phma120113120033041100015	1	0.1%
phma120113120033041100016	1	0.1%
phma120113120033041100017	1	0.1%
phma120113120033041100018	1	0.1%
phma120113120033041100019	1	0.1%
Other values (747)	747	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	5789	30.6%
1	3907	20.6%
3	2475	13.1%
2	1616	8.5%
4	924	4.9%
P	757	4.0%
H	757	4.0%
M	757	4.0%
A	757	4.0%
9	507	2.7%
Other values (4)	679	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15897	84.0%
Uppercase Letter	3028	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5789	36.4%
1	3907	24.6%
3	2475	15.6%
2	1616	10.2%
4	924	5.8%
9	507	3.2%
7	189	1.2%
8	184	1.2%
5	164	1.0%
6	142	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	757	25.0%
H	757	25.0%
M	757	25.0%
A	757	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15897	84.0%
Latin	3028	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5789	36.4%
1	3907	24.6%
3	2475	15.6%
2	1616	10.2%
4	924	5.8%
9	507	3.2%
7	189	1.2%
8	184	1.2%
5	164	1.0%
6	142	0.9%

Latin

Value	Count	Frequency (%)
P	757	25.0%
H	757	25.0%
M	757	25.0%
A	757	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18925	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5789	30.6%
1	3907	20.6%
3	2475	13.1%
2	1616	8.5%
4	924	4.9%
P	757	4.0%
H	757	4.0%
M	757	4.0%
A	757	4.0%
9	507	2.7%
Other values (4)	679	3.6%

인허가일자
Date

Distinct	703
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

1	429
3	320
5	5
2	3

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

Common Values

Value	Count	Frequency (%)
1	429	56.7%
3	320	42.3%
5	5	0.7%
2	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	429	56.7%
3	320	42.3%
5	5	0.7%
2	3	0.4%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

영업/정상	429
폐업	320
제외/삭제/전출	5
휴업	3

Length

Max length	8
Median length	5
Mean length	3.7397622
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	429	56.7%
폐업	320	42.3%
제외/삭제/전출	5	0.7%
휴업	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	429	56.7%
폐업	320	42.3%
제외/삭제/전출	5	0.7%
휴업	3	0.4%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

13	429
3	320
15	5
2	3

Length

Max length	2
Median length	2
Mean length	1.5733157
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
13	429	56.7%
3	320	42.3%
15	5	0.7%
2	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	429	56.7%
3	320	42.3%
15	5	0.7%
2	3	0.4%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

영업중	429
폐업	320
전출	5
휴업	3

Length

Max length	3
Median length	3
Mean length	2.5667107
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	429	56.7%
폐업	320	42.3%
전출	5	0.7%
휴업	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	429	56.7%
폐업	320	42.3%
전출	5	0.7%
휴업	3	0.4%

폐업일자
Date

MISSING

Distinct	297
Distinct (%)	92.8%
Missing	437
Missing (%)	57.7%
Memory size	6.0 KiB

Minimum	2000-12-07 00:00:00
Maximum	2024-04-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	748
Missing (%)	98.8%
Memory size	6.0 KiB

Minimum	2009-08-13 00:00:00
Maximum	2024-01-01 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

휴업종료일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	748
Missing (%)	98.8%
Memory size	6.0 KiB

Minimum	2009-09-18 00:00:00
Maximum	2024-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

전화번호
Text

Distinct	692
Distinct (%)	91.9%
Missing	4
Missing (%)	0.5%
Memory size	6.0 KiB

Length

Max length	18
Median length	11
Mean length	11.103586
Min length	8

Characters and Unicode

Total characters	8361
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	642 ?
Unique (%)	85.3%

Sample

1st row	02-391-7474
2nd row	02-362-2243
3rd row	02-336-2146
4th row	02-362-1331
5th row	02-363-6871

Value	Count	Frequency (%)
02-337-3588	4	0.5%
02-3216-8854	4	0.5%
02-722-7100	3	0.4%
02-1600-9833	3	0.4%
02-313-1626	3	0.4%
02-308-8275	3	0.4%
02-373-1651	3	0.4%
02-365-7528	3	0.4%
02-302-7528	3	0.4%
02-322-7291	2	0.3%
Other values (683)	723	95.9%

Most occurring characters

Value	Count	Frequency (%)
-	1490	17.8%
2	1364	16.3%
0	1270	15.2%
3	1169	14.0%
7	604	7.2%
5	548	6.6%
6	444	5.3%
1	415	5.0%
8	400	4.8%
9	367	4.4%
Other values (3)	290	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6869	82.2%
Dash Punctuation	1490	17.8%
Other Punctuation	1	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1364	19.9%
0	1270	18.5%
3	1169	17.0%
7	604	8.8%
5	548	8.0%
6	444	6.5%
1	415	6.0%
8	400	5.8%
9	367	5.3%
4	288	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1490	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8361	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1490	17.8%
2	1364	16.3%
0	1270	15.2%
3	1169	14.0%
7	604	7.2%
5	548	6.6%
6	444	5.3%
1	415	5.0%
8	400	4.8%
9	367	4.4%
Other values (3)	290	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1490	17.8%
2	1364	16.3%
0	1270	15.2%
3	1169	14.0%
7	604	7.2%
5	548	6.6%
6	444	5.3%
1	415	5.0%
8	400	4.8%
9	367	4.4%
Other values (3)	290	3.5%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

소재지우편번호
Text

MISSING

Distinct	115
Distinct (%)	26.4%
Missing	322
Missing (%)	42.5%
Memory size	6.0 KiB

Length

Max length	7
Median length	6
Mean length	6.0942529
Min length	6

Characters and Unicode

Total characters	2651
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 (%)	10.8%

Sample

1st row	120841
2nd row	120020
3rd row	120834
4th row	120191
5th row	120070

Value	Count	Frequency (%)
120857	34	7.8%
120833	27	6.2%
120834	26	6.0%
120859	24	5.5%
120805	20	4.6%
120819	18	4.1%
120807	11	2.5%
120070	9	2.1%
120180	9	2.1%
120854	9	2.1%
Other values (105)	248	57.0%

Most occurring characters

Value	Count	Frequency (%)
0	644	24.3%
1	594	22.4%
2	484	18.3%
8	356	13.4%
5	128	4.8%
3	125	4.7%
7	92	3.5%
4	81	3.1%
9	70	2.6%
-	41	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2610	98.5%
Dash Punctuation	41	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	644	24.7%
1	594	22.8%
2	484	18.5%
8	356	13.6%
5	128	4.9%
3	125	4.8%
7	92	3.5%
4	81	3.1%
9	70	2.7%
6	36	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	41	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2651	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	644	24.3%
1	594	22.4%
2	484	18.3%
8	356	13.4%
5	128	4.8%
3	125	4.7%
7	92	3.5%
4	81	3.1%
9	70	2.6%
-	41	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2651	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	644	24.3%
1	594	22.4%
2	484	18.3%
8	356	13.4%
5	128	4.8%
3	125	4.7%
7	92	3.5%
4	81	3.1%
9	70	2.6%
-	41	1.5%

지번주소
Text

MISSING

Distinct	566
Distinct (%)	87.6%
Missing	111
Missing (%)	14.7%
Memory size	6.0 KiB

Length

Max length	50
Median length	45
Mean length	24.752322
Min length	3

Characters and Unicode

Total characters	15990
Distinct characters	172
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	504 ?
Unique (%)	78.0%

Sample

1st row	서울특별시 서대문구 홍은2동 9-66
2nd row	서울특별시 서대문구 미근동 179
3rd row	서울특별시 서대문구 창천동 30-8
4th row	서울특별시 서대문구 북아현1동 142-5
5th row	서울특별시 서대문구 영천동 280

Value	Count	Frequency (%)
서울특별시	641	19.8%
서대문구	639	19.7%
창천동	96	3.0%
홍제동	84	2.6%
남가좌동	59	1.8%
2층	47	1.5%
북가좌동	39	1.2%
연희동	38	1.2%
홍은동	29	0.9%
3층	27	0.8%
Other values (610)	1537	47.5%

Most occurring characters

Value	Count	Frequency (%)
	2593	16.2%
서	1286	8.0%
대	679	4.2%
동	646	4.0%
울	645	4.0%
문	645	4.0%
별	644	4.0%
시	644	4.0%
구	643	4.0%
특	641	4.0%
Other values (162)	6924	43.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9992	62.5%
Decimal Number	3105	19.4%
Space Separator	2593	16.2%
Dash Punctuation	215	1.3%
Uppercase Letter	37	0.2%
Other Punctuation	31	0.2%
Open Punctuation	6	< 0.1%
Close Punctuation	6	< 0.1%
Lowercase Letter	3	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1286	12.9%
대	679	6.8%
동	646	6.5%
울	645	6.5%
문	645	6.5%
별	644	6.4%
시	644	6.4%
구	643	6.4%
특	641	6.4%
지	398	4.0%
Other values (136)	3121	31.2%

Decimal Number

Value	Count	Frequency (%)
1	599	19.3%
2	558	18.0%
3	462	14.9%
4	255	8.2%
0	247	8.0%
5	238	7.7%
7	214	6.9%
8	183	5.9%
6	175	5.6%
9	174	5.6%

Uppercase Letter

Value	Count	Frequency (%)
D	10	27.0%
M	10	27.0%
C	10	27.0%
B	3	8.1%
N	1	2.7%
H	1	2.7%
L	1	2.7%
A	1	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	30	96.8%
/	1	3.2%

Space Separator

Value	Count	Frequency (%)
	2593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	215	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9992	62.5%
Common	5958	37.3%
Latin	40	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1286	12.9%
대	679	6.8%
동	646	6.5%
울	645	6.5%
문	645	6.5%
별	644	6.4%
시	644	6.4%
구	643	6.4%
특	641	6.4%
지	398	4.0%
Other values (136)	3121	31.2%

Common

Value	Count	Frequency (%)
	2593	43.5%
1	599	10.1%
2	558	9.4%
3	462	7.8%
4	255	4.3%
0	247	4.1%
5	238	4.0%
-	215	3.6%
7	214	3.6%
8	183	3.1%
Other values (7)	394	6.6%

Latin

Value	Count	Frequency (%)
D	10	25.0%
M	10	25.0%
C	10	25.0%
B	3	7.5%
e	3	7.5%
N	1	2.5%
H	1	2.5%
L	1	2.5%
A	1	2.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9992	62.5%
ASCII	5998	37.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2593	43.2%
1	599	10.0%
2	558	9.3%
3	462	7.7%
4	255	4.3%
0	247	4.1%
5	238	4.0%
-	215	3.6%
7	214	3.6%
8	183	3.1%
Other values (16)	434	7.2%

Hangul

Value	Count	Frequency (%)
서	1286	12.9%
대	679	6.8%
동	646	6.5%
울	645	6.5%
문	645	6.5%
별	644	6.4%
시	644	6.4%
구	643	6.4%
특	641	6.4%
지	398	4.0%
Other values (136)	3121	31.2%

도로명주소
Text

MISSING

Distinct	600
Distinct (%)	92.7%
Missing	110
Missing (%)	14.5%
Memory size	6.0 KiB

Length

Max length	64
Median length	55
Mean length	31.789799
Min length	13

Characters and Unicode

Total characters	20568
Distinct characters	220
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	560 ?
Unique (%)	86.6%

Sample

1st row	서울특별시 서대문구 신촌로 93 (창천동)
2nd row	서울특별시 서대문구 통일로 201-1 (영천동)
3rd row	서울특별시 서대문구 세검정로 17 (홍은동)
4th row	서울특별시 서대문구 통일로36나길 3 (홍제동)
5th row	서울특별시 서대문구 연세로 3-3 (창천동)

Value	Count	Frequency (%)
서울특별시	647	16.0%
서대문구	643	15.9%
통일로	165	4.1%
홍제동	147	3.6%
2층	141	3.5%
신촌로	97	2.4%
남가좌동	96	2.4%
창천동	89	2.2%
북가좌동	73	1.8%
3층	71	1.8%
Other values (626)	1874	46.4%

Most occurring characters

Value	Count	Frequency (%)
	3398	16.5%
서	1304	6.3%
,	713	3.5%
대	704	3.4%
동	674	3.3%
울	664	3.2%
문	661	3.2%
시	654	3.2%
별	653	3.2%
로	649	3.2%
Other values (210)	10494	51.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12114	58.9%
Space Separator	3398	16.5%
Decimal Number	2861	13.9%
Other Punctuation	715	3.5%
Close Punctuation	649	3.2%
Open Punctuation	649	3.2%
Uppercase Letter	91	0.4%
Dash Punctuation	72	0.4%
Lowercase Letter	15	0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1304	10.8%
대	704	5.8%
동	674	5.6%
울	664	5.5%
문	661	5.5%
시	654	5.4%
별	653	5.4%
로	649	5.4%
특	647	5.3%
구	646	5.3%
Other values (184)	4858	40.1%

Decimal Number

Value	Count	Frequency (%)
1	564	19.7%
2	463	16.2%
3	405	14.2%
0	324	11.3%
4	324	11.3%
5	193	6.7%
7	168	5.9%
6	166	5.8%
9	131	4.6%
8	123	4.3%

Uppercase Letter

Value	Count	Frequency (%)
M	23	25.3%
D	22	24.2%
C	22	24.2%
B	18	19.8%
A	3	3.3%
L	1	1.1%
N	1	1.1%
H	1	1.1%

Other Punctuation

Value	Count	Frequency (%)
,	713	99.7%
/	2	0.3%

Space Separator

Value	Count	Frequency (%)
	3398	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	649	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	649	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	72	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	15	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12114	58.9%
Common	8348	40.6%
Latin	106	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1304	10.8%
대	704	5.8%
동	674	5.6%
울	664	5.5%
문	661	5.5%
시	654	5.4%
별	653	5.4%
로	649	5.4%
특	647	5.3%
구	646	5.3%
Other values (184)	4858	40.1%

Common

Value	Count	Frequency (%)
	3398	40.7%
,	713	8.5%
)	649	7.8%
(	649	7.8%
1	564	6.8%
2	463	5.5%
3	405	4.9%
0	324	3.9%
4	324	3.9%
5	193	2.3%
Other values (7)	666	8.0%

Latin

Value	Count	Frequency (%)
M	23	21.7%
D	22	20.8%
C	22	20.8%
B	18	17.0%
e	15	14.2%
A	3	2.8%
L	1	0.9%
N	1	0.9%
H	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12114	58.9%
ASCII	8454	41.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3398	40.2%
,	713	8.4%
)	649	7.7%
(	649	7.7%
1	564	6.7%
2	463	5.5%
3	405	4.8%
0	324	3.8%
4	324	3.8%
5	193	2.3%
Other values (16)	772	9.1%

Hangul

Value	Count	Frequency (%)
서	1304	10.8%
대	704	5.8%
동	674	5.6%
울	664	5.5%
문	661	5.5%
시	654	5.4%
별	653	5.4%
로	649	5.4%
특	647	5.3%
구	646	5.3%
Other values (184)	4858	40.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	131
Distinct (%)	21.1%
Missing	137
Missing (%)	18.1%
Infinite	0
Infinite (%)	0.0%
Mean	14845.598

Minimum	3488
Maximum	120859
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	3488
5-th percentile	3628
Q1	3657.25
median	3712
Q3	3772
95-th percentile	120833
Maximum	120859
Range	117371
Interquartile range (IQR)	114.75

Descriptive statistics

Standard deviation	34385.101
Coefficient of variation (CV)	2.3161815
Kurtosis	5.6689643
Mean	14845.598
Median Absolute Deviation (MAD)	58
Skewness	2.7659778
Sum	9204271
Variance	1.1823352 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3629	37	4.9%
3646	32	4.2%
3712	30	4.0%
3779	28	3.7%
3734	27	3.6%
3709	19	2.5%
3735	17	2.2%
3789	16	2.1%
3708	15	2.0%
3692	15	2.0%
Other values (121)	384	50.7%
(Missing)	137	18.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3488	1	0.1%
3604	2	0.3%
3605	6	0.8%
3610	3	0.4%
3611	1	0.1%
3612	2	0.3%
3615	3	0.4%
3616	2	0.3%
3622	3	0.4%
3624	3	0.4%

Value	Count	Frequency (%)
120859	2	0.3%
120857	6	0.8%
120855	1	0.1%
120853	2	0.3%
120848	1	0.1%
120847	1	0.1%
120845	1	0.1%
120841	1	0.1%
120839	2	0.3%
120836	1	0.1%

사업장명
Text

Distinct	725
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	20
Median length	16
Mean length	7.4081902
Min length	3

Characters and Unicode

Total characters	5608
Distinct characters	367
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	698 ?
Unique (%)	92.2%

Sample

1st row	삼성의원
2nd row	박경호이비인후과의원
3rd row	주의원
4th row	이인숙의원
5th row	한일치과의원

Value	Count	Frequency (%)
치과의원	5	0.6%
민성한의원	3	0.4%
동산한의원	3	0.4%
현대치과의원	3	0.4%
경희한의원	3	0.4%
해들인의원	3	0.4%
제일치과의원	2	0.3%
윤선치과의원	2	0.3%
아이엘의원	2	0.3%
동신치과의원	2	0.3%
Other values (728)	748	96.4%

Most occurring characters

Value	Count	Frequency (%)
의	809	14.4%
원	769	13.7%
과	477	8.5%
치	215	3.8%
한	206	3.7%
이	113	2.0%
인	95	1.7%
연	87	1.6%
세	82	1.5%
정	78	1.4%
Other values (357)	2677	47.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5541	98.8%
Space Separator	19	0.3%
Uppercase Letter	14	0.2%
Close Punctuation	9	0.2%
Open Punctuation	9	0.2%
Decimal Number	8	0.1%
Lowercase Letter	4	0.1%
Dash Punctuation	3	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	809	14.6%
원	769	13.9%
과	477	8.6%
치	215	3.9%
한	206	3.7%
이	113	2.0%
인	95	1.7%
연	87	1.6%
세	82	1.5%
정	78	1.4%
Other values (339)	2610	47.1%

Uppercase Letter

Value	Count	Frequency (%)
D	3	21.4%
M	3	21.4%
C	3	21.4%
S	1	7.1%
E	1	7.1%
U	1	7.1%
A	1	7.1%
L	1	7.1%

Decimal Number

Value	Count	Frequency (%)
1	2	25.0%
3	2	25.0%
6	2	25.0%
5	2	25.0%

Space Separator

Value	Count	Frequency (%)
	19	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5539	98.8%
Common	49	0.9%
Latin	18	0.3%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	809	14.6%
원	769	13.9%
과	477	8.6%
치	215	3.9%
한	206	3.7%
이	113	2.0%
인	95	1.7%
연	87	1.6%
세	82	1.5%
정	78	1.4%
Other values (337)	2608	47.1%

Common

Value	Count	Frequency (%)
	19	38.8%
)	9	18.4%
(	9	18.4%
-	3	6.1%
1	2	4.1%
3	2	4.1%
6	2	4.1%
5	2	4.1%
&	1	2.0%

Latin

Value	Count	Frequency (%)
e	4	22.2%
D	3	16.7%
M	3	16.7%
C	3	16.7%
S	1	5.6%
E	1	5.6%
U	1	5.6%
A	1	5.6%
L	1	5.6%

Han

Value	Count	Frequency (%)
韓	1	50.0%
林	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5539	98.8%
ASCII	67	1.2%
CJK	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	809	14.6%
원	769	13.9%
과	477	8.6%
치	215	3.9%
한	206	3.7%
이	113	2.0%
인	95	1.7%
연	87	1.6%
세	82	1.5%
정	78	1.4%
Other values (337)	2608	47.1%

ASCII

Value	Count	Frequency (%)
	19	28.4%
)	9	13.4%
(	9	13.4%
e	4	6.0%
-	3	4.5%
D	3	4.5%
M	3	4.5%
C	3	4.5%
1	2	3.0%
3	2	3.0%
Other values (8)	10	14.9%

CJK

Value	Count	Frequency (%)
韓	1	50.0%
林	1	50.0%

최종수정일자
Date

Distinct	662
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Minimum	2008-12-06 09:10:40
Maximum	2024-05-09 20:13:20

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

U	399
I	358

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	399	52.7%
I	358	47.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	399	52.7%
i	358	47.3%

데이터갱신일자
Date

Distinct	283
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 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	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

의원	377
치과의원	208
한의원	169
보건소	1
보건지소	1

Length

Max length	4
Median length	3
Mean length	2.7780713
Min length	2

Unique

Unique	3 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	377	49.8%
치과의원	208	27.5%
한의원	169	22.3%
보건소	1	0.1%
보건지소	1	0.1%
조산원	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	377	49.8%
치과의원	208	27.5%
한의원	169	22.3%
보건소	1	0.1%
보건지소	1	0.1%
조산원	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	350
Distinct (%)	54.7%
Missing	117
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	194361.18

Minimum	190470.57
Maximum	197147.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	190470.57
5-th percentile	192209.32
Q1	193226.56
median	194437.63
Q3	195196.14
95-th percentile	196646.32
Maximum	197147.39
Range	6676.8235
Interquartile range (IQR)	1969.5766

Descriptive statistics

Standard deviation	1367.6196
Coefficient of variation (CV)	0.0070364853
Kurtosis	-0.75936603
Mean	194361.18
Median Absolute Deviation (MAD)	810.59314
Skewness	-0.094581809
Sum	1.2439116 × 10⁸
Variance	1870383.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
195196.693652181	14	1.8%
193998.104669318	14	1.8%
192209.323632506	13	1.7%
195027.508614207	10	1.3%
194052.236863642	9	1.2%
194437.631947311	9	1.2%
194920.532436667	9	1.2%
194965.34982839	7	0.9%
195079.810520281	7	0.9%
194474.81938437	7	0.9%
Other values (340)	541	71.5%
(Missing)	117	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
190470.571086776	1	0.1%
191543.28	1	0.1%
191560.52084165	1	0.1%
191900.345924872	1	0.1%
191965.164043379	1	0.1%
191971.959380003	1	0.1%
192000.945942229	6	0.8%
192026.493793732	2	0.3%
192034.569191336	1	0.1%
192042.945252338	1	0.1%

Value	Count	Frequency (%)
197147.394631349	1	0.1%
197053.685372291	1	0.1%
197040.207721042	1	0.1%
196961.57430764	1	0.1%
196913.333833025	6	0.8%
196884.166631688	5	0.7%
196866.910861104	1	0.1%
196850.221876572	1	0.1%
196840.383889937	1	0.1%
196829.272845892	2	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	350
Distinct (%)	54.7%
Missing	117
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	452359.51

Minimum	449582.47
Maximum	455378.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	449582.47
5-th percentile	450419.73
Q1	451081.75
median	452208.4
Q3	453580.57
95-th percentile	454366.74
Maximum	455378.25
Range	5795.7757
Interquartile range (IQR)	2498.8206

Descriptive statistics

Standard deviation	1367.5546
Coefficient of variation (CV)	0.0030231587
Kurtosis	-1.2075653
Mean	452359.51
Median Absolute Deviation (MAD)	1243.851
Skewness	0.020623607
Sum	2.8951009 × 10⁸
Variance	1870205.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
453764.706268517	14	1.8%
453150.85412164	14	1.8%
452067.039429636	13	1.7%
454066.290258196	10	1.3%
450491.887936674	9	1.2%
450375.488731434	9	1.2%
454188.343575118	9	1.2%
454049.804041193	7	0.9%
453920.732450148	7	0.9%
450422.374151297	7	0.9%
Other values (340)	541	71.5%
(Missing)	117	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
449582.470843017	1	0.1%
450375.488731434	9	1.2%
450378.207939919	6	0.8%
450384.575342365	2	0.3%
450387.139950052	6	0.8%
450391.53849739	3	0.4%
450400.49762862	2	0.3%
450415.700852123	3	0.4%
450419.947260382	3	0.4%
450422.374151297	7	0.9%

Value	Count	Frequency (%)
455378.246569486	1	0.1%
455205.609230077	1	0.1%
455199.522845493	1	0.1%
455195.944123241	1	0.1%
455193.014698844	2	0.3%
455095.819177181	1	0.1%
455063.288221654	1	0.1%
455007.941725175	1	0.1%
454786.019433577	2	0.3%
454683.237327927	1	0.1%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	261
의원	255
치과의원	146
한의원	94
보건지소	1

Length

Max length	4
Median length	4
Mean length	3.2021136
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	261	34.5%
의원	255	33.7%
치과의원	146	19.3%
한의원	94	12.4%
보건지소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	261	34.5%
의원	255	33.7%
치과의원	146	19.3%
한의원	94	12.4%
보건지소	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	1.8%
Missing	261
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3024194

Minimum	1
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2.25
Maximum	26
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4118096
Coefficient of variation (CV)	1.08399
Kurtosis	197.38974
Mean	1.3024194
Median Absolute Deviation (MAD)	0
Skewness	12.393003
Sum	646
Variance	1.9932063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	422	55.7%
2	49	6.5%
3	15	2.0%
4	4	0.5%
5	2	0.3%
10	1	0.1%
8	1	0.1%
11	1	0.1%
26	1	0.1%
(Missing)	261	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	422	55.7%
2	49	6.5%
3	15	2.0%
4	4	0.5%
5	2	0.3%
8	1	0.1%
10	1	0.1%
11	1	0.1%
26	1	0.1%

Value	Count	Frequency (%)
26	1	0.1%
11	1	0.1%
10	1	0.1%
8	1	0.1%
5	2	0.3%
4	4	0.5%
3	15	2.0%
2	49	6.5%
1	422	55.7%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	2.4%
Missing	261
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.28024194

Minimum	0
Maximum	15
Zeros	474
Zeros (%)	62.6%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5439987
Coefficient of variation (CV)	5.5095206
Kurtosis	42.333271
Mean	0.28024194
Median Absolute Deviation (MAD)	0
Skewness	6.2789132
Sum	139
Variance	2.3839321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	474	62.6%
1	5	0.7%
7	3	0.4%
8	3	0.4%
6	3	0.4%
11	2	0.3%
4	1	0.1%
9	1	0.1%
5	1	0.1%
3	1	0.1%
Other values (2)	2	0.3%
(Missing)	261	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	474	62.6%
1	5	0.7%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	3	0.4%
7	3	0.4%
8	3	0.4%
9	1	0.1%
11	2	0.3%

Value	Count	Frequency (%)
15	1	0.1%
13	1	0.1%
11	2	0.3%
9	1	0.1%
8	3	0.4%
7	3	0.4%
6	3	0.4%
5	1	0.1%
4	1	0.1%
3	1	0.1%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.6%
Missing	261
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.69959677

Minimum	0
Maximum	29
Zeros	473
Zeros (%)	62.5%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	4.0030897
Coefficient of variation (CV)	5.7219956
Kurtosis	39.577961
Mean	0.69959677
Median Absolute Deviation (MAD)	0
Skewness	6.3009755
Sum	347
Variance	16.024727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	473	62.5%
29	6	0.8%
1	3	0.4%
7	2	0.3%
21	2	0.3%
6	2	0.3%
9	2	0.3%
5	1	0.1%
28	1	0.1%
27	1	0.1%
Other values (3)	3	0.4%
(Missing)	261	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	473	62.5%
1	3	0.4%
2	1	0.1%
3	1	0.1%
5	1	0.1%
6	2	0.3%
7	2	0.3%
9	2	0.3%
19	1	0.1%
21	2	0.3%

Value	Count	Frequency (%)
29	6	0.8%
28	1	0.1%
27	1	0.1%
21	2	0.3%
19	1	0.1%
9	2	0.3%
7	2	0.3%
6	2	0.3%
5	1	0.1%
3	1	0.1%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	433
Distinct (%)	87.3%
Missing	261
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	153.27373

Minimum	0
Maximum	8130
Zeros	21
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	24.225
Q1	76.5375
median	109.55
Q3	153.84
95-th percentile	338.7575
Maximum	8130
Range	8130
Interquartile range (IQR)	77.3025

Descriptive statistics

Standard deviation	386.55581
Coefficient of variation (CV)	2.5219965
Kurtosis	370.27579
Mean	153.27373
Median Absolute Deviation (MAD)	38.84
Skewness	18.270588
Sum	76023.77
Variance	149425.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	21	2.8%
132.0	6	0.8%
59.4	3	0.4%
95.0	2	0.3%
62.25	2	0.3%
94.0	2	0.3%
210.0	2	0.3%
200.17	2	0.3%
153.84	2	0.3%
177.0	2	0.3%
Other values (423)	452	59.7%
(Missing)	261	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	21	2.8%
1.0	1	0.1%
19.8	1	0.1%
21.0	1	0.1%
24.0	1	0.1%
24.3	1	0.1%
24.35	1	0.1%
26.3	1	0.1%
29.9	1	0.1%
30.6	1	0.1%

Value	Count	Frequency (%)
8130.0	1	0.1%
2433.64	1	0.1%
752.95	1	0.1%
655.34	1	0.1%
652.83	1	0.1%
597.81	1	0.1%
577.46	1	0.1%
538.29	1	0.1%
517.7	1	0.1%
513.36	1	0.1%

진료과목내용
Text

MISSING

Distinct	175
Distinct (%)	35.3%
Missing	261
Missing (%)	34.5%
Memory size	6.0 KiB

Length

Max length	67
Median length	3
Mean length	10.830645
Min length	3

Characters and Unicode

Total characters	5372
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	132 ?
Unique (%)	26.6%

Sample

1st row	122
2nd row	113
3rd row	101 104
4th row	110
5th row	401

Value	Count	Frequency (%)
101	137	9.3%
401	126	8.6%
114	97	6.6%
301	93	6.3%
111	80	5.5%
113	61	4.2%
122	49	3.3%
302	45	3.1%
303	45	3.1%
304	44	3.0%
Other values (41)	690	47.0%

Most occurring characters

Value	Count	Frequency (%)
1	1505	28.0%
0	1102	20.5%
	971	18.1%
3	533	9.9%
4	527	9.8%
2	302	5.6%
5	130	2.4%
8	100	1.9%
6	92	1.7%
7	64	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4401	81.9%
Space Separator	971	18.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1505	34.2%
0	1102	25.0%
3	533	12.1%
4	527	12.0%
2	302	6.9%
5	130	3.0%
8	100	2.3%
6	92	2.1%
7	64	1.5%
9	46	1.0%

Space Separator

Value	Count	Frequency (%)
	971	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5372	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1505	28.0%
0	1102	20.5%
	971	18.1%
3	533	9.9%
4	527	9.8%
2	302	5.6%
5	130	2.4%
8	100	1.9%
6	92	1.7%
7	64	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5372	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1505	28.0%
0	1102	20.5%
	971	18.1%
3	533	9.9%
4	527	9.8%
2	302	5.6%
5	130	2.4%
8	100	1.9%
6	92	1.7%
7	64	1.2%

진료과목내용명
Text

MISSING

Distinct	141
Distinct (%)	28.4%
Missing	261
Missing (%)	34.5%
Memory size	6.0 KiB

Length

Max length	110
Median length	74
Mean length	16.939516
Min length	2

Characters and Unicode

Total characters	8402
Distinct characters	63
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	100 ?
Unique (%)	20.2%

Sample

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

Value	Count	Frequency (%)
내과	137	9.4%
치과	126	8.6%
피부과	97	6.6%
한방내과	93	6.3%
소아청소년과	80	5.5%
이비인후과	61	4.2%
가정의학과	49	3.3%
한방소아과	45	3.1%
한방부인과	45	3.1%
한방안?이비인후?피부과	44	3.0%
Other values (31)	688	47.0%

Most occurring characters

Value	Count	Frequency (%)
과	1550	18.4%
,	969	11.5%
	969	11.5%
방	343	4.1%
치	320	3.8%
한	311	3.7%
내	256	3.0%
소	233	2.8%
부	215	2.6%
학	193	2.3%
Other values (53)	3043	36.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6376	75.9%
Other Punctuation	1057	12.6%
Space Separator	969	11.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1550	24.3%
방	343	5.4%
치	320	5.0%
한	311	4.9%
내	256	4.0%
소	233	3.7%
부	215	3.4%
학	193	3.0%
의	193	3.0%
인	179	2.8%
Other values (50)	2583	40.5%

Other Punctuation

Value	Count	Frequency (%)
,	969	91.7%
?	88	8.3%

Space Separator

Value	Count	Frequency (%)
	969	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6376	75.9%
Common	2026	24.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1550	24.3%
방	343	5.4%
치	320	5.0%
한	311	4.9%
내	256	4.0%
소	233	3.7%
부	215	3.4%
학	193	3.0%
의	193	3.0%
인	179	2.8%
Other values (50)	2583	40.5%

Common

Value	Count	Frequency (%)
,	969	47.8%
	969	47.8%
?	88	4.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6376	75.9%
ASCII	2026	24.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1550	24.3%
방	343	5.4%
치	320	5.0%
한	311	4.9%
내	256	4.0%
소	233	3.7%
부	215	3.4%
학	193	3.0%
의	193	3.0%
인	179	2.8%
Other values (50)	2583	40.5%

ASCII

Value	Count	Frequency (%)
,	969	47.8%
	969	47.8%
?	88	4.3%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

0	496
<NA>	261

Length

Max length	4
Median length	1
Mean length	2.0343461
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	496	65.5%
<NA>	261	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	496	65.5%
na	261	34.5%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

0	496
<NA>	261

Length

Max length	4
Median length	1
Mean length	2.0343461
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	496	65.5%
<NA>	261	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	496	65.5%
na	261	34.5%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

0	496
<NA>	261

Length

Max length	4
Median length	1
Mean length	2.0343461
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	496	65.5%
<NA>	261	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	496	65.5%
na	261	34.5%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	757
Missing (%)	100.0%
Memory size	6.8 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	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	총인원	구조사수	최초지정일자
0	3120000	PHMA119653120033041100001	19650830	<NA>	3	폐업	3	폐업	20090419	<NA>	<NA>	<NA>	02-391-7474	<NA>	120841	서울특별시 서대문구 홍은2동 9-66	<NA>	<NA>	삼성의원	2009-06-26 17:20:30	I	2018-08-31 23:59:59.0	의원	193998.104669	453150.854122	의원	1	49.0	122	가정의학과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3120000	PHMA119653120033041100002	19650830	<NA>	3	폐업	3	폐업	20100630	<NA>	<NA>	<NA>	02-362-2243	<NA>	120020	서울특별시 서대문구 미근동 179	<NA>	<NA>	박경호이비인후과의원	2010-06-28 14:31:16	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	100.8	113	이비인후과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3120000	PHMA119653120033041100003	19650830	<NA>	3	폐업	3	폐업	20130618	<NA>	<NA>	<NA>	02-336-2146	<NA>	120834	서울특별시 서대문구 창천동 30-8	서울특별시 서대문구 신촌로 93 (창천동)	120834	주의원	2014-04-22 20:40:51	I	2018-08-31 23:59:59.0	의원	194315.886085	450384.575342	의원	1	65.28	101 104	내과, 외과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3120000	PHMA119653120033041100004	19650830	<NA>	3	폐업	3	폐업	20100730	<NA>	<NA>	<NA>	02-362-1331	<NA>	120191	서울특별시 서대문구 북아현1동 142-5	<NA>	<NA>	이인숙의원	2011-07-21 13:32:10	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	126.48	110	산부인과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3120000	PHMA119663120033041100003	19661202	<NA>	3	폐업	3	폐업	20210201	<NA>	<NA>	<NA>	02-363-6871	<NA>	120070	서울특별시 서대문구 영천동 280	서울특별시 서대문구 통일로 201-1 (영천동)	3734	한일치과의원	2022-01-17 09:58:43	U	2022-01-19 02:40:00.0	치과의원	196482.727925	452101.927756	치과의원	1	0.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3120000	PHMA119673120033041100001	19670203	<NA>	3	폐업	3	폐업	20080924	<NA>	<NA>	<NA>	02-305-8030	<NA>	120805	서울특별시 서대문구 남가좌1동 268-17	<NA>	<NA>	대도의원	2008-12-06 09:10:40	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	126.99	101 104 110	내과, 외과, 산부인과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3120000	PHMA119673120033041100002	19670731	<NA>	3	폐업	3	폐업	20130416	<NA>	<NA>	<NA>	02-3216-8854	<NA>	120100	서울특별시 서대문구 홍은동 48번지 256호	서울특별시 서대문구 세검정로 17 (홍은동)	<NA>	동산한의원	2013-04-16 15:14:41	I	2018-08-31 23:59:59.0	한의원	194927.001555	454446.079444	한의원	1	80.68	301	한방내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3120000	PHMA119683120033041100002	19680203	<NA>	3	폐업	3	폐업	20170511	<NA>	<NA>	<NA>	02-735-4495	<NA>	<NA>	서울특별시 서대문구 홍제동 179번지 10호	서울특별시 서대문구 통일로36나길 3 (홍제동)	3630	은화한의원	2017-05-15 16:47:58	I	2018-08-31 23:59:59.0	한의원	195214.56271	453964.809187	한의원	1	30.6	301	한방내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3120000	PHMA119683120033041100003	19680418	<NA>	3	폐업	3	폐업	20181101	<NA>	<NA>	<NA>	02-324-1329	<NA>	120834	서울특별시 서대문구 창천동 30번지 8호	서울특별시 서대문구 연세로 3-3 (창천동)	3789	신촌이비인후과의원	2018-11-01 11:00:17	U	2018-11-03 02:35:45.0	의원	194334.203631	450391.538497	의원	1	77.0	113	이비인후과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3120000	PHMA119683120033041100005	19680710	<NA>	3	폐업	3	폐업	20091211	<NA>	<NA>	<NA>	02-373-4009	<NA>	120805	서울특별시 서대문구 남가좌1동 262-217	<NA>	<NA>	대송한의원	2009-12-11 10:24:53	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0.0	301	한방내과	<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
747	3120000	PHMA120233120033041100009	2023-04-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-735-2365	<NA>	<NA>	<NA>	서울특별시 서대문구 통일로 339, 101동 B106-107호 (홍제동, 서대문푸르지오센트럴파크아파트)	3731	서울본한의원	2024-03-26 09:44:12	U	2023-12-02 22:08:00.0	한의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
748	3120000	PHMA120233120033041100010	2023-08-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3144-3342	<NA>	<NA>	서울특별시 서대문구 연희동 702-13	서울특별시 서대문구 증가로 84, 107,108호 (연희동)	3695	연세무지개의원	2023-09-01 09:58:31	U	2022-12-09 00:03:00.0	의원	193489.683567	452522.453102	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
749	3120000	PHMA120233120033041100011	2023-08-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-396-1175	<NA>	<NA>	서울특별시 서대문구 홍제동 253-7	서울특별시 서대문구 통일로 448, 8층 (홍제동)	3629	서울하트내과의원	2023-08-24 20:43:22	U	2022-12-07 22:06:00.0	의원	195027.508614	454066.290258	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
750	3120000	PHMA120243120033041100002	2015-03-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-365-0077	<NA>	<NA>	서울특별시 서대문구 북아현동 154-6 헤센스마트 더 센트럴	서울특별시 서대문구 신촌로33길 16, 헤센스마트 더 센트럴 2층 (북아현동)	3774	타임리스피부과의원	2024-05-03 00:13:34	U	2023-12-05 00:05:00.0	의원	195956.564575	450587.039697	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
751	3120000	PHMA120243120033041100003	2024-02-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-325-2828	<NA>	<NA>	서울특별시 서대문구 창천동 30-8	서울특별시 서대문구 신촌로 93, 광신빌딩 3층 302,303호 (창천동)	3789	서울재생치과의원	2024-04-26 02:43:21	U	2023-12-03 22:08:00.0	치과의원	194334.203631	450391.538497	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
752	3120000	PHMA120243120033041100004	2024-03-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-304-2886	<NA>	<NA>	서울특별시 서대문구 남가좌동 344-33	서울특별시 서대문구 증가로 140, 2층 (남가좌동)	3665	정영호치과교정과치과의원	2024-03-15 05:13:19	U	2023-12-02 23:07:00.0	치과의원	193042.66699	452830.718334	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
753	3120000	PHMA120243120033041100005	2000-09-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-323-9869	<NA>	<NA>	<NA>	서울특별시 서대문구 연희로 42, 재이손빌딩 201호 (연희동)	3781	연세가정의학과의원	2024-04-22 16:39:08	U	2023-12-03 22:04:00.0	의원	193559.68949	451122.684994	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
754	3120000	PHMA120243120033041100006	2024-03-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6952-7475	<NA>	<NA>	서울특별시 서대문구 홍제동 158-33 연세24시사우나	서울특별시 서대문구 통일로 413, 연세24시사우나 501호 (홍제동)	3646	연세혜원산부인과의원	2024-04-16 04:13:20	U	2023-12-03 23:08:00.0	의원	195196.693652	453764.706269	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
755	3120000	PHMA120243120033041100007	2024-04-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-375-5575	<NA>	<NA>	서울특별시 서대문구 남가좌동 388 DMC센트럴아이파크	서울특별시 서대문구 증가로 150, 상가동 지3층 B301,B316, B317호 (남가좌동, DMC센트럴아이파크)	3670	보아스이비인후과의원	2024-04-16 17:27:07	U	2023-12-03 23:08:00.0	의원	192922.795142	452984.652488	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
756	3120000	PHMA120243120033041100008	2024-04-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-379-2879	<NA>	<NA>	서울특별시 서대문구 남가좌동 293-21	서울특별시 서대문구 수색로2길 19-17, 3층 (남가좌동)	3712	새이로치과의원	2024-05-03 00:13:34	U	2023-12-05 00:05:00.0	치과의원	192437.196928	451976.579523	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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ASCII

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Most occurring blocks

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ASCII

Most occurring characters

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Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

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Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

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Math Symbol

Most occurring scripts

Most frequent character per script

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