gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	1331
Missing cells	21129
Missing cells (%)	38.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	455.1 KiB
Average record size in memory	350.1 B

Variable types

Categorical	11
Text	9
Unsupported	9
DateTime	5
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	은평구
URL	https://data.seoul.go.kr/dataList/OA-16225/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has 1331 (100.0%) missing values	Missing
`폐업일자` has 700 (52.6%) missing values	Missing
`휴업시작일자` has 1320 (99.2%) missing values	Missing
`휴업종료일자` has 1320 (99.2%) missing values	Missing
`재개업일자` has 1331 (100.0%) missing values	Missing
`전화번호` has 220 (16.5%) missing values	Missing
`소재지면적` has 1331 (100.0%) missing values	Missing
`소재지우편번호` has 995 (74.8%) missing values	Missing
`지번주소` has 180 (13.5%) missing values	Missing
`도로명주소` has 412 (31.0%) missing values	Missing
`도로명우편번호` has 463 (34.8%) missing values	Missing
`좌표정보(X)` has 459 (34.5%) missing values	Missing
`좌표정보(Y)` has 459 (34.5%) missing values	Missing
`의료인수` has 437 (32.8%) missing values	Missing
`입원실수` has 437 (32.8%) missing values	Missing
`병상수` has 437 (32.8%) missing values	Missing
`총면적` has 437 (32.8%) missing values	Missing
`진료과목내용` has 437 (32.8%) missing values	Missing
`진료과목내용명` has 437 (32.8%) missing values	Missing
`지정취소일자` has 1331 (100.0%) missing values	Missing
`완화의료지정형태` has 1331 (100.0%) missing values	Missing
`완화의료담당부서명` has 1331 (100.0%) missing values	Missing
`총인원` has 1331 (100.0%) missing values	Missing
`구조사수` has 1331 (100.0%) missing values	Missing
`최초지정일자` has 1331 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`지정취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료지정형태` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료담당부서명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`구조사수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최초지정일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의료인수` has 215 (16.2%) zeros	Zeros
`입원실수` has 867 (65.1%) zeros	Zeros
`병상수` has 857 (64.4%) zeros	Zeros
`총면적` has 342 (25.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:20:43.346620
Analysis finished	2024-05-11 06:20:44.603485
Duration	1.26 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

3110000	1331

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3110000
2nd row	3110000
3rd row	3110000
4th row	3110000
5th row	3110000

Common Values

Value	Count	Frequency (%)
3110000	1331	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3110000	1331	100.0%

관리번호
Text

UNIQUE

Distinct	1331
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

Length

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

Characters and Unicode

Total characters	33275
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	1331 ?
Unique (%)	100.0%

Sample

1st row	PHMA119653110032041100001
2nd row	PHMA119653110032041100002
3rd row	PHMA119653110032041100003
4th row	PHMA119653110032041100004
5th row	PHMA119653110032041100005

Value	Count	Frequency (%)
phma119653110032041100001	1	0.1%
phma120103110032041100021	1	0.1%
phma120103110032041100019	1	0.1%
phma120103110032041100018	1	0.1%
phma120103110032041100017	1	0.1%
phma120103110032041100016	1	0.1%
phma120103110032041100015	1	0.1%
phma120103110032041100014	1	0.1%
phma120103110032041100013	1	0.1%
phma120103110032041100012	1	0.1%
Other values (1321)	1321	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	10028	30.1%
1	8070	24.3%
3	3149	9.5%
2	2927	8.8%
4	1659	5.0%
P	1331	4.0%
H	1331	4.0%
M	1331	4.0%
A	1331	4.0%
9	953	2.9%
Other values (4)	1165	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27951	84.0%
Uppercase Letter	5324	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10028	35.9%
1	8070	28.9%
3	3149	11.3%
2	2927	10.5%
4	1659	5.9%
9	953	3.4%
8	340	1.2%
7	288	1.0%
6	270	1.0%
5	267	1.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1331	25.0%
H	1331	25.0%
M	1331	25.0%
A	1331	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27951	84.0%
Latin	5324	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10028	35.9%
1	8070	28.9%
3	3149	11.3%
2	2927	10.5%
4	1659	5.9%
9	953	3.4%
8	340	1.2%
7	288	1.0%
6	270	1.0%
5	267	1.0%

Latin

Value	Count	Frequency (%)
P	1331	25.0%
H	1331	25.0%
M	1331	25.0%
A	1331	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33275	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10028	30.1%
1	8070	24.3%
3	3149	9.5%
2	2927	8.8%
4	1659	5.0%
P	1331	4.0%
H	1331	4.0%
M	1331	4.0%
A	1331	4.0%
9	953	2.9%
Other values (4)	1165	3.5%

인허가일자
Text

Distinct	1246
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

Length

Max length	10
Median length	8
Mean length	8.5349361
Min length	8

Characters and Unicode

Total characters	11360
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	1169 ?
Unique (%)	87.8%

Sample

1st row	19650830
2nd row	19650830
3rd row	19650830
4th row	19650830
5th row	19650830

Value	Count	Frequency (%)
19650830	7	0.5%
20181011	3	0.2%
20110303	3	0.2%
20100203	3	0.2%
20070302	2	0.2%
20031006	2	0.2%
20141205	2	0.2%
20031118	2	0.2%
19960515	2	0.2%
19930817	2	0.2%
Other values (1236)	1303	97.9%

Most occurring characters

Value	Count	Frequency (%)
0	3178	28.0%
1	2003	17.6%
2	1877	16.5%
9	1068	9.4%
-	712	6.3%
3	498	4.4%
8	462	4.1%
4	416	3.7%
6	386	3.4%
5	383	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10648	93.7%
Dash Punctuation	712	6.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3178	29.8%
1	2003	18.8%
2	1877	17.6%
9	1068	10.0%
3	498	4.7%
8	462	4.3%
4	416	3.9%
6	386	3.6%
5	383	3.6%
7	377	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	712	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11360	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3178	28.0%
1	2003	17.6%
2	1877	16.5%
9	1068	9.4%
-	712	6.3%
3	498	4.4%
8	462	4.1%
4	416	3.7%
6	386	3.4%
5	383	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3178	28.0%
1	2003	17.6%
2	1877	16.5%
9	1068	9.4%
-	712	6.3%
3	498	4.4%
8	462	4.1%
4	416	3.7%
6	386	3.4%
5	383	3.4%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

영업상태코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

1	695
3	634
5	1
4	1

Length

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

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	695	52.2%
3	634	47.6%
5	1	0.1%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	695	52.2%
3	634	47.6%
5	1	0.1%
4	1	0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

영업/정상	695
폐업	634
제외/삭제/전출	1
취소/말소/만료/정지/중지	1

Length

Max length	14
Median length	5
Mean length	3.580015
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	695	52.2%
폐업	634	47.6%
제외/삭제/전출	1	0.1%
취소/말소/만료/정지/중지	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	695	52.2%
폐업	634	47.6%
제외/삭제/전출	1	0.1%
취소/말소/만료/정지/중지	1	0.1%

상세영업상태코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

13	695
3	634
15	1
24	1

Length

Max length	2
Median length	2
Mean length	1.5236664
Min length	1

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
13	695	52.2%
3	634	47.6%
15	1	0.1%
24	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	695	52.2%
3	634	47.6%
15	1	0.1%
24	1	0.1%

상세영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

영업중	695
폐업	634
전출	1
직권폐업	1

Length

Max length	4
Median length	3
Mean length	2.5236664
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	695	52.2%
폐업	634	47.6%
전출	1	0.1%
직권폐업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	695	52.2%
폐업	634	47.6%
전출	1	0.1%
직권폐업	1	0.1%

폐업일자
Date

MISSING

Distinct	584
Distinct (%)	92.6%
Missing	700
Missing (%)	52.6%
Memory size	10.5 KiB

Minimum	1997-06-25 00:00:00
Maximum	2024-05-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	1320
Missing (%)	99.2%
Memory size	10.5 KiB

Minimum	2009-06-26 00:00:00
Maximum	2023-02-24 00:00:00

Histogram

Histogram with fixed size bins (bins=11)

휴업종료일자
Date

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	1320
Missing (%)	99.2%
Memory size	10.5 KiB

Minimum	2009-08-04 00:00:00
Maximum	2024-02-26 00:00:00

Histogram

Histogram with fixed size bins (bins=11)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

전화번호
Text

MISSING

Distinct	1005
Distinct (%)	90.5%
Missing	220
Missing (%)	16.5%
Memory size	10.5 KiB

Length

Max length	13
Median length	11
Mean length	10.791179
Min length	1

Characters and Unicode

Total characters	11989
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	924 ?
Unique (%)	83.2%

Sample

1st row	02-355-1374
2nd row	02-355-4615
3rd row	02-372-8430
4th row	02-359-7887
5th row	02-372-6226

Value	Count	Frequency (%)
02-355-1079	5	0.5%
02-303-8234	4	0.4%
02-383-1075	4	0.4%
02-388-8361	4	0.4%
02-356-0022	4	0.4%
02-302-0845	4	0.4%
02-355-1194	3	0.3%
02-353-8839	3	0.3%
02-352-2323	3	0.3%
02-356-7528	3	0.3%
Other values (995)	1074	96.7%

Most occurring characters

Value	Count	Frequency (%)
-	2073	17.3%
0	1789	14.9%
2	1753	14.6%
3	1496	12.5%
5	1275	10.6%
8	1012	8.4%
7	824	6.9%
1	467	3.9%
6	457	3.8%
9	450	3.8%
Other values (2)	393	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9902	82.6%
Dash Punctuation	2073	17.3%
Close Punctuation	14	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1789	18.1%
2	1753	17.7%
3	1496	15.1%
5	1275	12.9%
8	1012	10.2%
7	824	8.3%
1	467	4.7%
6	457	4.6%
9	450	4.5%
4	379	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	2073	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11989	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	2073	17.3%
0	1789	14.9%
2	1753	14.6%
3	1496	12.5%
5	1275	10.6%
8	1012	8.4%
7	824	6.9%
1	467	3.9%
6	457	3.8%
9	450	3.8%
Other values (2)	393	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11989	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	2073	17.3%
0	1789	14.9%
2	1753	14.6%
3	1496	12.5%
5	1275	10.6%
8	1012	8.4%
7	824	6.9%
1	467	3.9%
6	457	3.8%
9	450	3.8%
Other values (2)	393	3.3%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

소재지우편번호
Text

MISSING

Distinct	128
Distinct (%)	38.1%
Missing	995
Missing (%)	74.8%
Memory size	10.5 KiB

Length

Max length	7
Median length	6
Mean length	6.1517857
Min length	6

Characters and Unicode

Total characters	2067
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	63 ?
Unique (%)	18.8%

Sample

1st row	122920
2nd row	122813
3rd row	122842
4th row	122922
5th row	122041

Value	Count	Frequency (%)
122837	17	5.1%
122842	16	4.8%
122200	15	4.5%
122813	10	3.0%
122819	8	2.4%
122882	8	2.4%
122924	7	2.1%
122906	7	2.1%
122808	7	2.1%
122823	7	2.1%
Other values (118)	234	69.6%

Most occurring characters

Value	Count	Frequency (%)
2	775	37.5%
1	407	19.7%
8	232	11.2%
0	162	7.8%
9	137	6.6%
3	94	4.5%
7	59	2.9%
4	56	2.7%
-	51	2.5%
6	47	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2016	97.5%
Dash Punctuation	51	2.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	775	38.4%
1	407	20.2%
8	232	11.5%
0	162	8.0%
9	137	6.8%
3	94	4.7%
7	59	2.9%
4	56	2.8%
6	47	2.3%
5	47	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2067	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	775	37.5%
1	407	19.7%
8	232	11.2%
0	162	7.8%
9	137	6.6%
3	94	4.5%
7	59	2.9%
4	56	2.7%
-	51	2.5%
6	47	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2067	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	775	37.5%
1	407	19.7%
8	232	11.2%
0	162	7.8%
9	137	6.6%
3	94	4.5%
7	59	2.9%
4	56	2.7%
-	51	2.5%
6	47	2.3%

지번주소
Text

MISSING

Distinct	878
Distinct (%)	76.3%
Missing	180
Missing (%)	13.5%
Memory size	10.5 KiB

Length

Max length	63
Median length	44
Mean length	23.095569
Min length	3

Characters and Unicode

Total characters	26583
Distinct characters	215
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	717 ?
Unique (%)	62.3%

Sample

1st row	서울특별시 은평구 대조동 15번지 4호
2nd row	서울특별시 은평구 녹번동 27번지 6호
3rd row	서울특별시 은평구 대조동 15번지 127호
4th row	서울특별시 은평구 불광1동 281번지 104호
5th row	서울특별시 은평구 수색동 205번지 530호

Value	Count	Frequency (%)
서울특별시	1037	17.9%
은평구	1037	17.9%
대조동	174	3.0%
1호	129	2.2%
응암동	108	1.9%
불광동	80	1.4%
진관동	62	1.1%
2층	62	1.1%
녹번동	58	1.0%
갈현동	54	0.9%
Other values (702)	3004	51.7%

Most occurring characters

Value	Count	Frequency (%)
	4665	17.5%
1	1223	4.6%
동	1180	4.4%
구	1084	4.1%
번	1072	4.0%
은	1065	4.0%
평	1064	4.0%
서	1045	3.9%
시	1044	3.9%
울	1039	3.9%
Other values (205)	12102	45.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16118	60.6%
Decimal Number	5549	20.9%
Space Separator	4665	17.5%
Dash Punctuation	106	0.4%
Other Punctuation	57	0.2%
Uppercase Letter	46	0.2%
Open Punctuation	18	0.1%
Close Punctuation	18	0.1%
Math Symbol	4	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1180	7.3%
구	1084	6.7%
번	1072	6.7%
은	1065	6.6%
평	1064	6.6%
서	1045	6.5%
시	1044	6.5%
울	1039	6.4%
특	1037	6.4%
별	1037	6.4%
Other values (175)	5451	33.8%

Uppercase Letter

Value	Count	Frequency (%)
B	14	30.4%
I	7	15.2%
M	5	10.9%
A	4	8.7%
C	4	8.7%
D	3	6.5%
O	2	4.3%
S	2	4.3%
G	1	2.2%
T	1	2.2%
Other values (3)	3	6.5%

Decimal Number

Value	Count	Frequency (%)
1	1223	22.0%
2	880	15.9%
3	624	11.2%
4	518	9.3%
5	448	8.1%
6	411	7.4%
0	380	6.8%
8	368	6.6%
7	359	6.5%
9	338	6.1%

Space Separator

Value	Count	Frequency (%)
	4665	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	106	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	57	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	18	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	18	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16118	60.6%
Common	10417	39.2%
Latin	48	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1180	7.3%
구	1084	6.7%
번	1072	6.7%
은	1065	6.6%
평	1064	6.6%
서	1045	6.5%
시	1044	6.5%
울	1039	6.4%
특	1037	6.4%
별	1037	6.4%
Other values (175)	5451	33.8%

Common

Value	Count	Frequency (%)
	4665	44.8%
1	1223	11.7%
2	880	8.4%
3	624	6.0%
4	518	5.0%
5	448	4.3%
6	411	3.9%
0	380	3.6%
8	368	3.5%
7	359	3.4%
Other values (6)	541	5.2%

Latin

Value	Count	Frequency (%)
B	14	29.2%
I	7	14.6%
M	5	10.4%
A	4	8.3%
C	4	8.3%
D	3	6.2%
e	2	4.2%
O	2	4.2%
S	2	4.2%
G	1	2.1%
Other values (4)	4	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16118	60.6%
ASCII	10465	39.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4665	44.6%
1	1223	11.7%
2	880	8.4%
3	624	6.0%
4	518	4.9%
5	448	4.3%
6	411	3.9%
0	380	3.6%
8	368	3.5%
7	359	3.4%
Other values (20)	589	5.6%

Hangul

Value	Count	Frequency (%)
동	1180	7.3%
구	1084	6.7%
번	1072	6.7%
은	1065	6.6%
평	1064	6.6%
서	1045	6.5%
시	1044	6.5%
울	1039	6.4%
특	1037	6.4%
별	1037	6.4%
Other values (175)	5451	33.8%

도로명주소
Text

MISSING

Distinct	863
Distinct (%)	93.9%
Missing	412
Missing (%)	31.0%
Memory size	10.5 KiB

Length

Max length	63
Median length	53
Mean length	30.932535
Min length	21

Characters and Unicode

Total characters	28427
Distinct characters	250
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	814 ?
Unique (%)	88.6%

Sample

1st row	서울특별시 은평구 진흥로 187 (대조동)
2nd row	서울특별시 은평구 수색로 271-1 (수색동)
3rd row	서울특별시 은평구 통일로66길 1 (불광동)
4th row	서울특별시 은평구 가좌로7길 7 (응암동)
5th row	서울특별시 은평구 통일로 738 (불광동)

Value	Count	Frequency (%)
서울특별시	919	15.8%
은평구	919	15.8%
2층	213	3.7%
통일로	199	3.4%
응암동	186	3.2%
대조동	136	2.3%
불광동	135	2.3%
은평로	121	2.1%
연서로	106	1.8%
3층	105	1.8%
Other values (832)	2773	47.7%

Most occurring characters

Value	Count	Frequency (%)
	4897	17.2%
서	1129	4.0%
은	1094	3.8%
평	1088	3.8%
,	1039	3.7%
동	973	3.4%
2	963	3.4%
구	962	3.4%
로	941	3.3%
(	933	3.3%
Other values (240)	14408	50.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15888	55.9%
Space Separator	4897	17.2%
Decimal Number	4476	15.7%
Other Punctuation	1042	3.7%
Open Punctuation	933	3.3%
Close Punctuation	933	3.3%
Dash Punctuation	136	0.5%
Uppercase Letter	100	0.4%
Math Symbol	18	0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1129	7.1%
은	1094	6.9%
평	1088	6.8%
동	973	6.1%
구	962	6.1%
로	941	5.9%
시	929	5.8%
울	923	5.8%
특	919	5.8%
별	919	5.8%
Other values (204)	6011	37.8%

Uppercase Letter

Value	Count	Frequency (%)
B	27	27.0%
C	11	11.0%
I	11	11.0%
M	11	11.0%
A	9	9.0%
D	9	9.0%
S	6	6.0%
W	3	3.0%
R	2	2.0%
O	2	2.0%
Other values (6)	9	9.0%

Decimal Number

Value	Count	Frequency (%)
2	963	21.5%
1	835	18.7%
3	551	12.3%
0	463	10.3%
4	332	7.4%
5	317	7.1%
7	314	7.0%
6	269	6.0%
8	251	5.6%
9	181	4.0%

Lowercase Letter

Value	Count	Frequency (%)
e	2	50.0%
s	1	25.0%
w	1	25.0%

Other Punctuation

Value	Count	Frequency (%)
,	1039	99.7%
/	3	0.3%

Space Separator

Value	Count	Frequency (%)
	4897	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	933	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	933	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	136	100.0%

Math Symbol

Value	Count	Frequency (%)
~	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15888	55.9%
Common	12435	43.7%
Latin	104	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1129	7.1%
은	1094	6.9%
평	1088	6.8%
동	973	6.1%
구	962	6.1%
로	941	5.9%
시	929	5.8%
울	923	5.8%
특	919	5.8%
별	919	5.8%
Other values (204)	6011	37.8%

Latin

Value	Count	Frequency (%)
B	27	26.0%
C	11	10.6%
I	11	10.6%
M	11	10.6%
A	9	8.7%
D	9	8.7%
S	6	5.8%
W	3	2.9%
R	2	1.9%
O	2	1.9%
Other values (9)	13	12.5%

Common

Value	Count	Frequency (%)
	4897	39.4%
,	1039	8.4%
2	963	7.7%
(	933	7.5%
)	933	7.5%
1	835	6.7%
3	551	4.4%
0	463	3.7%
4	332	2.7%
5	317	2.5%
Other values (7)	1172	9.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15888	55.9%
ASCII	12539	44.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4897	39.1%
,	1039	8.3%
2	963	7.7%
(	933	7.4%
)	933	7.4%
1	835	6.7%
3	551	4.4%
0	463	3.7%
4	332	2.6%
5	317	2.5%
Other values (26)	1276	10.2%

Hangul

Value	Count	Frequency (%)
서	1129	7.1%
은	1094	6.9%
평	1088	6.8%
동	973	6.1%
구	962	6.1%
로	941	5.9%
시	929	5.8%
울	923	5.8%
특	919	5.8%
별	919	5.8%
Other values (204)	6011	37.8%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	160
Distinct (%)	18.4%
Missing	463
Missing (%)	34.8%
Infinite	0
Infinite (%)	0.0%
Mean	8902.4988

Minimum	3300
Maximum	122959
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	3300
5-th percentile	3306
Q1	3350
median	3397
Q3	3461
95-th percentile	3505
Maximum	122959
Range	119659
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	25054.265
Coefficient of variation (CV)	2.8142958
Kurtosis	16.852111
Mean	8902.4988
Median Absolute Deviation (MAD)	55
Skewness	4.3374095
Sum	7727369
Variance	6.277162 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3306	46	3.5%
3396	36	2.7%
3385	34	2.6%
3330	29	2.2%
3350	29	2.2%
3461	25	1.9%
3397	23	1.7%
3368	22	1.7%
3345	22	1.7%
3394	19	1.4%
Other values (150)	583	43.8%
(Missing)	463	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3300	4	0.3%
3301	5	0.4%
3302	5	0.4%
3303	3	0.2%
3306	46	3.5%
3310	2	0.2%
3311	7	0.5%
3315	1	0.1%
3318	1	0.1%
3320	2	0.2%

Value	Count	Frequency (%)
122959	1	0.1%
122952	2	0.2%
122930	1	0.1%
122924	1	0.1%
122923	1	0.1%
122920	1	0.1%
122919	1	0.1%
122906	1	0.1%
122903	1	0.1%
122900	1	0.1%

사업장명
Text

Distinct	1222
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

Length

Max length	23
Median length	21
Mean length	7.2712246
Min length	3

Characters and Unicode

Total characters	9678
Distinct characters	408
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1134 ?
Unique (%)	85.2%

Sample

1st row	주일반외과의원
2nd row	이인규내과의원
3rd row	부부의원
4th row	이이비인후과의원
5th row	김경옥의원

Value	Count	Frequency (%)
경희한의원	7	0.5%
참미소치과의원	4	0.3%
은평한의원	4	0.3%
청아산부인과의원	4	0.3%
월오한의원	4	0.3%
삼성속편한의원	3	0.2%
동방한의원	3	0.2%
살림의료복지사회적협동조합	3	0.2%
푸른치과의원	3	0.2%
박행렬내과의원	3	0.2%
Other values (1227)	1316	97.2%

Most occurring characters

Value	Count	Frequency (%)
의	1424	14.7%
원	1349	13.9%
과	845	8.7%
한	378	3.9%
치	343	3.5%
이	153	1.6%
인	149	1.5%
소	138	1.4%
연	138	1.4%
세	130	1.3%
Other values (398)	4631	47.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9609	99.3%
Space Separator	23	0.2%
Decimal Number	19	0.2%
Close Punctuation	7	0.1%
Open Punctuation	7	0.1%
Lowercase Letter	6	0.1%
Uppercase Letter	6	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	1424	14.8%
원	1349	14.0%
과	845	8.8%
한	378	3.9%
치	343	3.6%
이	153	1.6%
인	149	1.6%
소	138	1.4%
연	138	1.4%
세	130	1.4%
Other values (385)	4562	47.5%

Decimal Number

Value	Count	Frequency (%)
5	5	26.3%
6	5	26.3%
3	5	26.3%
9	2	10.5%
2	1	5.3%
1	1	5.3%

Uppercase Letter

Value	Count	Frequency (%)
K	3	50.0%
O	3	50.0%

Space Separator

Value	Count	Frequency (%)
	23	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9609	99.3%
Common	57	0.6%
Latin	12	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	1424	14.8%
원	1349	14.0%
과	845	8.8%
한	378	3.9%
치	343	3.6%
이	153	1.6%
인	149	1.6%
소	138	1.4%
연	138	1.4%
세	130	1.4%
Other values (385)	4562	47.5%

Common

Value	Count	Frequency (%)
	23	40.4%
)	7	12.3%
(	7	12.3%
5	5	8.8%
6	5	8.8%
3	5	8.8%
9	2	3.5%
2	1	1.8%
1	1	1.8%
.	1	1.8%

Latin

Value	Count	Frequency (%)
e	6	50.0%
K	3	25.0%
O	3	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9609	99.3%
ASCII	69	0.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	1424	14.8%
원	1349	14.0%
과	845	8.8%
한	378	3.9%
치	343	3.6%
이	153	1.6%
인	149	1.6%
소	138	1.4%
연	138	1.4%
세	130	1.4%
Other values (385)	4562	47.5%

ASCII

Value	Count	Frequency (%)
	23	33.3%
)	7	10.1%
(	7	10.1%
e	6	8.7%
5	5	7.2%
6	5	7.2%
3	5	7.2%
K	3	4.3%
O	3	4.3%
9	2	2.9%
Other values (3)	3	4.3%

최종수정일자
Date

Distinct	965
Distinct (%)	72.5%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

Minimum	2008-12-15 13:29:10
Maximum	2024-05-09 23:43:14

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

I	689
U	642

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	U
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	689	51.8%
U	642	48.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	689	51.8%
u	642	48.2%

데이터갱신일자
Date

Distinct	369
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:05:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

의원	677
치과의원	335
한의원	316
보건지소	2
보건소	1

Length

Max length	4
Median length	2
Mean length	2.744553
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	677	50.9%
치과의원	335	25.2%
한의원	316	23.7%
보건지소	2	0.2%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	677	50.9%
치과의원	335	25.2%
한의원	316	23.7%
보건지소	2	0.2%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	479
Distinct (%)	54.9%
Missing	459
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	192890.36

Minimum	190470.57
Maximum	194430.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	190470.57
5-th percentile	191900.84
Q1	192563
median	192880.17
Q3	193305.44
95-th percentile	193952.13
Maximum	194430.53
Range	3959.9592
Interquartile range (IQR)	742.4441

Descriptive statistics

Standard deviation	687.00455
Coefficient of variation (CV)	0.0035616324
Kurtosis	1.1195018
Mean	192890.36
Median Absolute Deviation (MAD)	368.92275
Skewness	-0.57701833
Sum	1.6820039 × 10⁸
Variance	471975.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
192812.253774617	11	0.8%
193098.510716617	11	0.8%
193619.000180033	10	0.8%
192962.467769297	10	0.8%
192584.639355994	8	0.6%
192831.901570697	8	0.6%
192888.942502003	8	0.6%
192998.202204135	8	0.6%
193138.743580345	8	0.6%
192901.194776125	7	0.5%
Other values (469)	783	58.8%
(Missing)	459	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
190470.571086776	1	0.1%
190562.233862538	1	0.1%
190569.464805311	1	0.1%
190591.697515925	1	0.1%
190602.260492829	2	0.2%
190615.9021719	1	0.1%
190627.328299901	1	0.1%
190661.668310498	2	0.2%
190667.255093578	1	0.1%
190705.326283408	1	0.1%

Value	Count	Frequency (%)
194430.530275405	1	0.1%
194408.745928276	1	0.1%
194353.326216093	1	0.1%
194264.653881111	1	0.1%
194260.483039208	1	0.1%
194232.037828493	1	0.1%
194228.02282041	5	0.4%
194220.324789601	4	0.3%
194170.568271966	1	0.1%
194140.340023169	7	0.5%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	479
Distinct (%)	54.9%
Missing	459
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	456216.98

Minimum	452799.6
Maximum	460518.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	452799.6
5-th percentile	453637.43
Q1	455276.73
median	456409.77
Q3	457279.88
95-th percentile	459204.65
Maximum	460518.84
Range	7719.2402
Interquartile range (IQR)	2003.1522

Descriptive statistics

Standard deviation	1510.2729
Coefficient of variation (CV)	0.0033104268
Kurtosis	-0.010231347
Mean	456216.98
Median Absolute Deviation (MAD)	1038.8303
Skewness	0.17461278
Sum	3.9782121 × 10⁸
Variance	2280924.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
459266.981388393	11	0.8%
457413.485554704	11	0.8%
456564.782115509	10	0.8%
455350.591743558	10	0.8%
456538.922729473	8	0.6%
459170.418887077	8	0.6%
457417.384961226	8	0.6%
457479.99522553	8	0.6%
455325.930943773	8	0.6%
457313.592582707	7	0.5%
Other values (469)	783	58.8%
(Missing)	459	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
452799.599269845	1	0.1%
452890.003005512	4	0.3%
452946.246733537	1	0.1%
453037.787995874	1	0.1%
453147.707700463	1	0.1%
453174.186668694	3	0.2%
453194.537663327	2	0.2%
453207.669795401	1	0.1%
453295.272029369	1	0.1%
453295.781525013	1	0.1%

Value	Count	Frequency (%)
460518.839422473	2	0.2%
460413.01992851	1	0.1%
460316.757008927	2	0.2%
460276.405968655	1	0.1%
460081.763737	1	0.1%
460038.671289923	1	0.1%
459986.856034813	2	0.2%
459905.785470521	1	0.1%
459903.972312	1	0.1%
459895.117541727	1	0.1%

의료기관종별명
Categorical

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

의원	461
<NA>	437
치과의원	249
한의원	182
보건소	1

Length

Max length	4
Median length	4
Mean length	3.1697971
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	461	34.6%
<NA>	437	32.8%
치과의원	249	18.7%
한의원	182	13.7%
보건소	1	0.1%
보건지소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	461	34.6%
na	437	32.8%
치과의원	249	18.7%
한의원	182	13.7%
보건소	1	0.1%
보건지소	1	0.1%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	1.0%
Missing	437
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.901566

Minimum	0
Maximum	16
Zeros	215
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.91969724
Coefficient of variation (CV)	1.0201108
Kurtosis	116.81963
Mean	0.901566
Median Absolute Deviation (MAD)	0
Skewness	8.1426597
Sum	806
Variance	0.84584301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	599	45.0%
0	215	16.2%
2	65	4.9%
3	9	0.7%
4	2	0.2%
16	1	0.1%
13	1	0.1%
6	1	0.1%
7	1	0.1%
(Missing)	437	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	215	16.2%
1	599	45.0%
2	65	4.9%
3	9	0.7%
4	2	0.2%
6	1	0.1%
7	1	0.1%
13	1	0.1%
16	1	0.1%

Value	Count	Frequency (%)
16	1	0.1%
13	1	0.1%
7	1	0.1%
6	1	0.1%
4	2	0.2%
3	9	0.7%
2	65	4.9%
1	599	45.0%
0	215	16.2%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	1.1%
Missing	437
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.12751678

Minimum	0
Maximum	15
Zeros	867
Zeros (%)	65.1%
Negative	0
Negative (%)	0.0%
Memory size	11.8 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	0.90751688
Coefficient of variation (CV)	7.1168429
Kurtosis	110.83974
Mean	0.12751678
Median Absolute Deviation (MAD)	0
Skewness	9.4763506
Sum	114
Variance	0.82358688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	867	65.1%
1	7	0.5%
6	5	0.4%
2	3	0.2%
3	3	0.2%
4	3	0.2%
8	2	0.2%
7	2	0.2%
5	1	0.1%
15	1	0.1%
(Missing)	437	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	867	65.1%
1	7	0.5%
2	3	0.2%
3	3	0.2%
4	3	0.2%
5	1	0.1%
6	5	0.4%
7	2	0.2%
8	2	0.2%
15	1	0.1%

Value	Count	Frequency (%)
15	1	0.1%
8	2	0.2%
7	2	0.2%
6	5	0.4%
5	1	0.1%
4	3	0.2%
3	3	0.2%
2	3	0.2%
1	7	0.5%
0	867	65.1%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.9%
Missing	437
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.52796421

Minimum	0
Maximum	49
Zeros	857
Zeros (%)	64.4%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.6561015
Coefficient of variation (CV)	6.9249041
Kurtosis	89.1616
Mean	0.52796421
Median Absolute Deviation (MAD)	0
Skewness	8.8342184
Sum	472
Variance	13.367078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	857	64.4%
1	8	0.6%
23	5	0.4%
2	3	0.2%
5	3	0.2%
29	3	0.2%
3	2	0.2%
6	2	0.2%
12	2	0.2%
19	2	0.2%
Other values (7)	7	0.5%
(Missing)	437	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	857	64.4%
1	8	0.6%
2	3	0.2%
3	2	0.2%
4	1	0.1%
5	3	0.2%
6	2	0.2%
7	1	0.1%
11	1	0.1%
12	2	0.2%

Value	Count	Frequency (%)
49	1	0.1%
48	1	0.1%
29	3	0.2%
26	1	0.1%
23	5	0.4%
19	2	0.2%
16	1	0.1%
12	2	0.2%
11	1	0.1%
7	1	0.1%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	515
Distinct (%)	57.6%
Missing	437
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	84.152573

Minimum	0
Maximum	908
Zeros	342
Zeros (%)	25.7%
Negative	0
Negative (%)	0.0%
Memory size	11.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	74.52
Q3	125.425
95-th percentile	272.432
Maximum	908
Range	908
Interquartile range (IQR)	125.425

Descriptive statistics

Standard deviation	97.498568
Coefficient of variation (CV)	1.1585928
Kurtosis	8.6731763
Mean	84.152573
Median Absolute Deviation (MAD)	74.52
Skewness	2.1174773
Sum	75232.4
Variance	9505.9708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	342	25.7%
89.6	4	0.3%
115.5	3	0.2%
99.0	3	0.2%
132.0	3	0.2%
287.2	3	0.2%
78.5	2	0.2%
71.8	2	0.2%
89.5	2	0.2%
90.0	2	0.2%
Other values (505)	528	39.7%
(Missing)	437	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	342	25.7%
28.2	1	0.1%
29.2	1	0.1%
33.21	1	0.1%
34.18	1	0.1%
36.48	1	0.1%
36.97	1	0.1%
38.78	1	0.1%
40.0	1	0.1%
40.37	1	0.1%

Value	Count	Frequency (%)
908.0	1	0.1%
578.21	1	0.1%
564.0	1	0.1%
536.82	1	0.1%
520.63	1	0.1%
500.0	1	0.1%
479.72	1	0.1%
457.53	1	0.1%
421.9	1	0.1%
418.0	1	0.1%

진료과목내용
Text

MISSING

Distinct	207
Distinct (%)	23.2%
Missing	437
Missing (%)	32.8%
Memory size	10.5 KiB

Length

Max length	55
Median length	3
Mean length	13.479866
Min length	3

Characters and Unicode

Total characters	12051
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	167 ?
Unique (%)	18.7%

Sample

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

Value	Count	Frequency (%)
101	344	10.6%
401	218	6.7%
301	182	5.6%
303	182	5.6%
308	182	5.6%
302	181	5.6%
304	178	5.5%
305	178	5.5%
306	177	5.5%
307	166	5.1%
Other values (46)	1247	38.5%

Most occurring characters

Value	Count	Frequency (%)
0	2678	22.2%
1	2608	21.6%
	2343	19.4%
3	1882	15.6%
4	897	7.4%
2	451	3.7%
5	309	2.6%
6	250	2.1%
8	247	2.0%
7	200	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9708	80.6%
Space Separator	2343	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2678	27.6%
1	2608	26.9%
3	1882	19.4%
4	897	9.2%
2	451	4.6%
5	309	3.2%
6	250	2.6%
8	247	2.5%
7	200	2.1%
9	186	1.9%

Space Separator

Value	Count	Frequency (%)
	2343	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12051	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2678	22.2%
1	2608	21.6%
	2343	19.4%
3	1882	15.6%
4	897	7.4%
2	451	3.7%
5	309	2.6%
6	250	2.1%
8	247	2.0%
7	200	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12051	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2678	22.2%
1	2608	21.6%
	2343	19.4%
3	1882	15.6%
4	897	7.4%
2	451	3.7%
5	309	2.6%
6	250	2.1%
8	247	2.0%
7	200	1.7%

진료과목내용명
Text

MISSING

Distinct	155
Distinct (%)	17.3%
Missing	437
Missing (%)	32.8%
Memory size	10.5 KiB

Length

Max length	83
Median length	74
Mean length	22.464206
Min length	2

Characters and Unicode

Total characters	20083
Distinct characters	66
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	116 ?
Unique (%)	13.0%

Sample

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

Value	Count	Frequency (%)
내과	344	10.6%
치과	219	6.8%
한방내과	182	5.6%
한방소아과	182	5.6%
침구과	182	5.6%
한방부인과	181	5.6%
한방안?이비인후?피부과	178	5.5%
한방신경정신과	178	5.5%
한방재활의학과	177	5.5%
사상체질과	166	5.1%
Other values (35)	1245	38.5%

Most occurring characters

Value	Count	Frequency (%)
과	3327	16.6%
,	2340	11.7%
	2340	11.7%
방	1236	6.2%
한	1202	6.0%
내	557	2.8%
부	518	2.6%
인	496	2.5%
소	465	2.3%
치	451	2.2%
Other values (56)	7151	35.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15047	74.9%
Other Punctuation	2696	13.4%
Space Separator	2340	11.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	3327	22.1%
방	1236	8.2%
한	1202	8.0%
내	557	3.7%
부	518	3.4%
인	496	3.3%
소	465	3.1%
치	451	3.0%
학	422	2.8%
의	422	2.8%
Other values (53)	5951	39.5%

Other Punctuation

Value	Count	Frequency (%)
,	2340	86.8%
?	356	13.2%

Space Separator

Value	Count	Frequency (%)
	2340	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15047	74.9%
Common	5036	25.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	3327	22.1%
방	1236	8.2%
한	1202	8.0%
내	557	3.7%
부	518	3.4%
인	496	3.3%
소	465	3.1%
치	451	3.0%
학	422	2.8%
의	422	2.8%
Other values (53)	5951	39.5%

Common

Value	Count	Frequency (%)
,	2340	46.5%
	2340	46.5%
?	356	7.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15047	74.9%
ASCII	5036	25.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	3327	22.1%
방	1236	8.2%
한	1202	8.0%
내	557	3.7%
부	518	3.4%
인	496	3.3%
소	465	3.1%
치	451	3.0%
학	422	2.8%
의	422	2.8%
Other values (53)	5951	39.5%

ASCII

Value	Count	Frequency (%)
,	2340	46.5%
	2340	46.5%
?	356	7.1%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

0	894
<NA>	437

Length

Max length	4
Median length	1
Mean length	1.9849737
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	894	67.2%
<NA>	437	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	894	67.2%
na	437	32.8%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

0	894
<NA>	437

Length

Max length	4
Median length	1
Mean length	1.9849737
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	894	67.2%
<NA>	437	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	894	67.2%
na	437	32.8%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.5 KiB

0	894
<NA>	437

Length

Max length	4
Median length	1
Mean length	1.9849737
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	894	67.2%
<NA>	437	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	894	67.2%
na	437	32.8%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1331
Missing (%)	100.0%
Memory size	11.8 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	3110000	PHMA119653110032041100001	19650830	<NA>	3	폐업	3	폐업	19980205	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 은평구 대조동 15번지 4호	<NA>	<NA>	주일반외과의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	0.0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3110000	PHMA119653110032041100002	19650830	<NA>	3	폐업	3	폐업	19990526	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 은평구 녹번동 27번지 6호	<NA>	<NA>	이인규내과의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	0.0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3110000	PHMA119653110032041100003	19650830	<NA>	3	폐업	3	폐업	20190507	<NA>	<NA>	<NA>	02-355-1374	<NA>	<NA>	서울특별시 은평구 대조동 15번지 127호	서울특별시 은평구 진흥로 187 (대조동)	3397	부부의원	2019-05-07 17:28:12	U	2019-05-09 02:40:00.0	의원	193770.099217	456258.723895	의원	1	116.0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3110000	PHMA119653110032041100004	19650830	<NA>	3	폐업	3	폐업	20030630	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 은평구 불광1동 281번지 104호	<NA>	<NA>	이이비인후과의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	0.0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3110000	PHMA119653110032041100005	19650830	<NA>	3	폐업	3	폐업	19981215	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 은평구 수색동 205번지 530호	<NA>	<NA>	김경옥의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	0	0.0	101	내과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	3110000	PHMA119653110032041100006	19650830	<NA>	3	폐업	3	폐업	20070625	<NA>	<NA>	<NA>	02-355-4615	<NA>	<NA>	서울특별시 은평구 대조동 15번지 46호	<NA>	<NA>	이치과의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	0.0	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3110000	PHMA119653110032041100007	19650830	<NA>	3	폐업	3	폐업	19970930	<NA>	<NA>	<NA>	02-372-8430	<NA>	<NA>	수색동 370번지 5호	<NA>	<NA>	성산한의원	2008-12-15 13:29:59	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0.0	301 302 303 304 305 306 307 308 309	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과, 한방응급과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	3110000	PHMA119653110032041100008	19651103	<NA>	3	폐업	3	폐업	20050930	<NA>	<NA>	<NA>	02-359-7887	<NA>	122920	응암2동 427번지 56호	<NA>	<NA>	증세한의원	2008-12-15 13:30:00	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0.0	301 302 303 304 305 306 307 308 309	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과, 한방응급과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3110000	PHMA119653110032041100009	19651113	<NA>	3	폐업	3	폐업	20141201	<NA>	<NA>	<NA>	02-372-6226	<NA>	<NA>	서울특별시 은평구 수색동 370번지 2호	서울특별시 은평구 수색로 271-1 (수색동)	122878	임치과의원	2014-12-01 10:35:13	I	2018-08-31 23:59:59.0	치과의원	190569.464805	453383.558374	치과의원	1	38.78	401	치과	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3110000	PHMA119663110032041100001	19660518	<NA>	3	폐업	3	폐업	20011124	<NA>	<NA>	<NA>	02-359-8063	<NA>	<NA>	대조동 15번진 105호	<NA>	<NA>	부산한의원	2008-12-15 13:30:00	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0.0	301 302 303 304 305 306 307 308 309	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과, 한방응급과	<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
1321	3110000	PHMA120233110032041100020	2023-12-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-389-9312	<NA>	<NA>	서울특별시 은평구 녹번동 19-121 은평 미드스퀘어	서울특별시 은평구 통일로 636, 은평 미드스퀘어 210~212호 (녹번동)	3372	연세안녕치과의원	2023-12-08 17:09:57	U	2022-11-01 23:00:00.0	치과의원	194220.32479	455685.624981	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1322	3110000	PHMA120233110032041100021	2023-12-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-306-2875	<NA>	<NA>	서울특별시 은평구 신사동 22-1	서울특별시 은평구 은평로 60, 3,4층 (신사동)	3449	서울독일치과의원	2024-04-05 05:13:14	U	2023-12-04 00:07:00.0	치과의원	192378.148129	455145.540223	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1323	3110000	PHMA120233110032041100022	2023-12-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6954-7333	<NA>	<NA>	<NA>	서울특별시 은평구 통일로 750, 2층 (불광동)	3355	무궁화한의원	2024-04-29 17:03:24	U	2023-12-05 00:01:00.0	한의원	193629.467856	456677.678456	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1324	3110000	PHMA120243110032041100001	2016-02-04	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6394-7575	<NA>	<NA>	<NA>	서울특별시 은평구 수색로 322, 상가 2동 203, 204호 (수색동)	3488	바로나은치과의원	2024-01-18 11:00:22	U	2023-11-30 22:00:00.0	치과의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1325	3110000	PHMA120243110032041100002	2024-01-25	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6352-7575	<NA>	<NA>	서울특별시 은평구 진관동 72 드림스퀘어	서울특별시 은평구 진관2로 29-21, 드림스퀘어 3층 302,303호 (진관동)	3306	은평삼성화외과의원	2024-03-15 01:13:16	U	2023-12-02 23:07:00.0	의원	192812.253775	459266.981388	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1326	3110000	PHMA120243110032041100003	2024-02-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-358-7575	<NA>	<NA>	서울특별시 은평구 구산동 1-24 상원빌딩	서울특별시 은평구 서오릉로 145, 상원빌딩 3층 (구산동)	3412	오른외과의원	2024-03-08 09:13:15	U	2023-12-02 23:00:00.0	의원	192563.874496	456570.084566	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1327	3110000	PHMA120243110032041100004	2024-02-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-0000-0000	<NA>	<NA>	서울특별시 은평구 녹번동 250	서울특별시 은평구 은평로 227, 4,5층 (녹번동)	3383	미래아산내과의원	2024-02-26 17:25:04	I	2023-12-01 22:09:00.0	의원	194016.970071	455444.176769	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1328	3110000	PHMA120243110032041100005	2024-03-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6956-7300	<NA>	<NA>	서울특별시 은평구 진관동 100 은평헤스티아	서울특별시 은평구 통일로 1030, 은평헤스티아 2층 201,202호 (진관동)	3311	은평등대신경과의원	2024-03-29 00:13:21	U	2023-12-02 21:01:00.0	의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1329	3110000	PHMA120243110032041100006	2024-04-04	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 은평구 녹번동 250 MD빌딩	서울특별시 은평구 은평로 227, MD빌딩 2,지하1층 (녹번동)	3383	밝은내일재활의학과의원	2024-05-03 03:13:17	U	2023-12-05 00:05:00.0	의원	194016.970071	455444.176769	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1330	3110000	PHMA120243110032041100007	2024-04-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-302-2804	<NA>	<NA>	서울특별시 은평구 수색동 359-9	서울특별시 은평구 은평터널로 15, DMC파인시티자이 상가동 1층 207호 (수색동)	3489	더연세치과의원	2024-04-22 13:41:41	I	2023-12-03 22:04:00.0	치과의원	190615.902172	453625.2394	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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Common Values (Plot)

Common Values

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