gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	844
Missing cells	11957
Missing cells (%)	34.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	290.3 KiB
Average record size in memory	352.2 B

Variable types

Categorical	13
Text	8
DateTime	4
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	도봉구
URL	https://data.seoul.go.kr/dataList/OA-16223/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`휴업시작일자` is highly imbalanced (97.7%)	Imbalance
`휴업종료일자` is highly imbalanced (97.7%)	Imbalance
`인허가취소일자` has 844 (100.0%) missing values	Missing
`폐업일자` has 363 (43.0%) missing values	Missing
`재개업일자` has 844 (100.0%) missing values	Missing
`전화번호` has 10 (1.2%) missing values	Missing
`소재지면적` has 844 (100.0%) missing values	Missing
`소재지우편번호` has 398 (47.2%) missing values	Missing
`지번주소` has 115 (13.6%) missing values	Missing
`도로명주소` has 373 (44.2%) missing values	Missing
`도로명우편번호` has 394 (46.7%) missing values	Missing
`좌표정보(X)` has 388 (46.0%) missing values	Missing
`좌표정보(Y)` has 388 (46.0%) missing values	Missing
`의료인수` has 322 (38.2%) missing values	Missing
`입원실수` has 322 (38.2%) missing values	Missing
`병상수` has 322 (38.2%) missing values	Missing
`총면적` has 322 (38.2%) missing values	Missing
`진료과목내용` has 322 (38.2%) missing values	Missing
`진료과목내용명` has 322 (38.2%) missing values	Missing
`지정취소일자` has 844 (100.0%) missing values	Missing
`완화의료지정형태` has 844 (100.0%) missing values	Missing
`완화의료담당부서명` has 844 (100.0%) missing values	Missing
`총인원` has 844 (100.0%) missing values	Missing
`구조사수` has 844 (100.0%) missing values	Missing
`최초지정일자` has 844 (100.0%) missing values	Missing
`총면적` is highly skewed (γ1 = 20.3700607)	Skewed
`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 486 (57.6%) zeros	Zeros
`병상수` has 480 (56.9%) zeros	Zeros
`총면적` has 223 (26.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 02:59:10.040931
Analysis finished	2024-05-11 02:59:12.043670
Duration	2 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	6.7 KiB

3090000	844

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3090000
2nd row	3090000
3rd row	3090000
4th row	3090000
5th row	3090000

Common Values

Value	Count	Frequency (%)
3090000	844	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3090000	844	100.0%

관리번호
Text

UNIQUE

Distinct	844
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

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

Characters and Unicode

Total characters	21100
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	844 ?
Unique (%)	100.0%

Sample

1st row	PHMA119673090033041100001
2nd row	PHMA119693090033041100001
3rd row	PHMA119703090033041100001
4th row	PHMA119713090033041100001
5th row	PHMA119723090033041100001

Value	Count	Frequency (%)
phma119673090033041100001	1	0.1%
phma120063090033041100019	1	0.1%
phma120053090033041100023	1	0.1%
phma120063090033041100006	1	0.1%
phma120053090033041100024	1	0.1%
phma120053090033041100025	1	0.1%
phma120053090033041100026	1	0.1%
phma120053090033041100027	1	0.1%
phma120053090033041100028	1	0.1%
phma120063090033041100001	1	0.1%
Other values (834)	834	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	7275	34.5%
1	3460	16.4%
3	2788	13.2%
9	1567	7.4%
4	1047	5.0%
2	897	4.3%
P	844	4.0%
H	844	4.0%
M	844	4.0%
A	844	4.0%
Other values (4)	690	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17724	84.0%
Uppercase Letter	3376	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7275	41.0%
1	3460	19.5%
3	2788	15.7%
9	1567	8.8%
4	1047	5.9%
2	897	5.1%
8	186	1.0%
7	181	1.0%
6	162	0.9%
5	161	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	844	25.0%
H	844	25.0%
M	844	25.0%
A	844	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17724	84.0%
Latin	3376	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7275	41.0%
1	3460	19.5%
3	2788	15.7%
9	1567	8.8%
4	1047	5.9%
2	897	5.1%
8	186	1.0%
7	181	1.0%
6	162	0.9%
5	161	0.9%

Latin

Value	Count	Frequency (%)
P	844	25.0%
H	844	25.0%
M	844	25.0%
A	844	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21100	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7275	34.5%
1	3460	16.4%
3	2788	13.2%
9	1567	7.4%
4	1047	5.0%
2	897	4.3%
P	844	4.0%
H	844	4.0%
M	844	4.0%
A	844	4.0%
Other values (4)	690	3.3%

인허가일자
Date

Distinct	775
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	1967-12-29 00:00:00
Maximum	2024-03-19 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

영업상태코드
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

3	477
1	363
4	4

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	477	56.5%
1	363	43.0%
4	4	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	477	56.5%
1	363	43.0%
4	4	0.5%

영업상태명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

폐업	477
영업/정상	363
취소/말소/만료/정지/중지	4

Length

Max length	14
Median length	2
Mean length	3.3471564
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	477	56.5%
영업/정상	363	43.0%
취소/말소/만료/정지/중지	4	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	477	56.5%
영업/정상	363	43.0%
취소/말소/만료/정지/중지	4	0.5%

상세영업상태코드
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

3	477
13	363
24	4

Length

Max length	2
Median length	1
Mean length	1.4348341
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	477	56.5%
13	363	43.0%
24	4	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	477	56.5%
13	363	43.0%
24	4	0.5%

상세영업상태명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

폐업	477
영업중	363
직권폐업	4

Length

Max length	4
Median length	2
Mean length	2.4395735
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	477	56.5%
영업중	363	43.0%
직권폐업	4	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	477	56.5%
영업중	363	43.0%
직권폐업	4	0.5%

폐업일자
Date

MISSING

Distinct	462
Distinct (%)	96.0%
Missing	363
Missing (%)	43.0%
Memory size	6.7 KiB

Minimum	1994-04-20 00:00:00
Maximum	2024-02-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

<NA>	840
20140603	1
20140911	1
20210524	1
20101001	1

Length

Max length	8
Median length	4
Mean length	4.0189573
Min length	4

Unique

Unique	4 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	840	99.5%
20140603	1	0.1%
20140911	1	0.1%
20210524	1	0.1%
20101001	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	840	99.5%
20140603	1	0.1%
20140911	1	0.1%
20210524	1	0.1%
20101001	1	0.1%

휴업종료일자
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

<NA>	840
20140702	1
20141211	1
20210630	1
20110101	1

Length

Max length	8
Median length	4
Mean length	4.0189573
Min length	4

Unique

Unique	4 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	840	99.5%
20140702	1	0.1%
20141211	1	0.1%
20210630	1	0.1%
20110101	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	840	99.5%
20140702	1	0.1%
20141211	1	0.1%
20210630	1	0.1%
20110101	1	0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

전화번호
Text

MISSING

Distinct	685
Distinct (%)	82.1%
Missing	10
Missing (%)	1.2%
Memory size	6.7 KiB

Length

Max length	14
Median length	11
Mean length	10.979616
Min length	3

Characters and Unicode

Total characters	9157
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	581 ?
Unique (%)	69.7%

Sample

1st row	02-955-2525
2nd row	02-954-1274
3rd row	02-954-3106
4th row	02-992-6382
5th row	02-992-4742

Value	Count	Frequency (%)
02	7	0.8%
02-900-7988	6	0.7%
02-998-3600	5	0.6%
02-956-8825	4	0.5%
02-955-3554	4	0.5%
02-955-5073	4	0.5%
02-993-4700	4	0.5%
02-955-1772	4	0.5%
02-997-2875	4	0.5%
02-956-5533	4	0.5%
Other values (675)	788	94.5%

Most occurring characters

Value	Count	Frequency (%)
-	1612	17.6%
0	1526	16.7%
2	1321	14.4%
9	1299	14.2%
5	797	8.7%
3	529	5.8%
7	459	5.0%
4	448	4.9%
8	426	4.7%
1	374	4.1%
Other values (3)	366	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7539	82.3%
Dash Punctuation	1612	17.6%
Other Punctuation	3	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1526	20.2%
2	1321	17.5%
9	1299	17.2%
5	797	10.6%
3	529	7.0%
7	459	6.1%
4	448	5.9%
8	426	5.7%
1	374	5.0%
6	360	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1612	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9157	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1612	17.6%
0	1526	16.7%
2	1321	14.4%
9	1299	14.2%
5	797	8.7%
3	529	5.8%
7	459	5.0%
4	448	4.9%
8	426	4.7%
1	374	4.1%
Other values (3)	366	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9157	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1612	17.6%
0	1526	16.7%
2	1321	14.4%
9	1299	14.2%
5	797	8.7%
3	529	5.8%
7	459	5.0%
4	448	4.9%
8	426	4.7%
1	374	4.1%
Other values (3)	366	4.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

소재지우편번호
Text

MISSING

Distinct	147
Distinct (%)	33.0%
Missing	398
Missing (%)	47.2%
Memory size	6.7 KiB

Length

Max length	7
Median length	6
Mean length	6.3206278
Min length	6

Characters and Unicode

Total characters	2819
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	57 ?
Unique (%)	12.8%

Sample

1st row	132-814
2nd row	132820
3rd row	132864
4th row	132-819
5th row	132757

Value	Count	Frequency (%)
132854	17	3.8%
132-924	13	2.9%
132820	10	2.2%
132848	10	2.2%
132866	10	2.2%
132908	9	2.0%
132898	9	2.0%
132924	8	1.8%
132821	8	1.8%
132847	8	1.8%
Other values (137)	344	77.1%

Most occurring characters

Value	Count	Frequency (%)
1	556	19.7%
2	549	19.5%
3	521	18.5%
8	335	11.9%
9	174	6.2%
0	161	5.7%
4	159	5.6%
-	143	5.1%
7	95	3.4%
6	67	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2676	94.9%
Dash Punctuation	143	5.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	556	20.8%
2	549	20.5%
3	521	19.5%
8	335	12.5%
9	174	6.5%
0	161	6.0%
4	159	5.9%
7	95	3.6%
6	67	2.5%
5	59	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	143	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2819	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	556	19.7%
2	549	19.5%
3	521	18.5%
8	335	11.9%
9	174	6.2%
0	161	5.7%
4	159	5.6%
-	143	5.1%
7	95	3.4%
6	67	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2819	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	556	19.7%
2	549	19.5%
3	521	18.5%
8	335	11.9%
9	174	6.2%
0	161	5.7%
4	159	5.6%
-	143	5.1%
7	95	3.4%
6	67	2.4%

지번주소
Text

MISSING

Distinct	569
Distinct (%)	78.1%
Missing	115
Missing (%)	13.6%
Memory size	6.7 KiB

Length

Max length	46
Median length	40
Mean length	23.707819
Min length	2

Characters and Unicode

Total characters	17283
Distinct characters	180
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	468 ?
Unique (%)	64.2%

Sample

1st row	서울특별시 도봉구 도봉1동 595 럭키(아) 106-202
2nd row	서울특별시 도봉구 도봉동 566번지 5호
3rd row	서울특별시 도봉구 도봉1동 617-16
4th row	서울특별시 도봉구 쌍문3동 96-1
5th row	서울특별시 도봉구 도봉1동 600-42

Value	Count	Frequency (%)
서울특별시	721	20.3%
도봉구	720	20.3%
창동	104	2.9%
방학1동	76	2.1%
방학동	74	2.1%
쌍문동	54	1.5%
창5동	52	1.5%
쌍문2동	49	1.4%
2층	47	1.3%
창4동	45	1.3%
Other values (674)	1605	45.2%

Most occurring characters

Value	Count	Frequency (%)
	2825	16.3%
도	833	4.8%
봉	833	4.8%
동	773	4.5%
구	727	4.2%
시	727	4.2%
서	723	4.2%
울	722	4.2%
별	721	4.2%
특	721	4.2%
Other values (170)	7678	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9717	56.2%
Decimal Number	4109	23.8%
Space Separator	2825	16.3%
Dash Punctuation	407	2.4%
Other Punctuation	93	0.5%
Close Punctuation	46	0.3%
Open Punctuation	46	0.3%
Uppercase Letter	39	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	833	8.6%
봉	833	8.6%
동	773	8.0%
구	727	7.5%
시	727	7.5%
서	723	7.4%
울	722	7.4%
별	721	7.4%
특	721	7.4%
호	281	2.9%
Other values (142)	2656	27.3%

Decimal Number

Value	Count	Frequency (%)
1	707	17.2%
2	584	14.2%
3	537	13.1%
6	469	11.4%
5	441	10.7%
0	407	9.9%
4	282	6.9%
7	279	6.8%
8	208	5.1%
9	195	4.7%

Uppercase Letter

Value	Count	Frequency (%)
A	12	30.8%
E	7	17.9%
S	6	15.4%
L	3	7.7%
G	3	7.7%
Q	2	5.1%
D	2	5.1%
B	2	5.1%
R	1	2.6%
C	1	2.6%

Other Punctuation

Value	Count	Frequency (%)
,	90	96.8%
/	2	2.2%
.	1	1.1%

Space Separator

Value	Count	Frequency (%)
	2825	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	407	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	46	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	46	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9717	56.2%
Common	7527	43.6%
Latin	39	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	833	8.6%
봉	833	8.6%
동	773	8.0%
구	727	7.5%
시	727	7.5%
서	723	7.4%
울	722	7.4%
별	721	7.4%
특	721	7.4%
호	281	2.9%
Other values (142)	2656	27.3%

Common

Value	Count	Frequency (%)
	2825	37.5%
1	707	9.4%
2	584	7.8%
3	537	7.1%
6	469	6.2%
5	441	5.9%
-	407	5.4%
0	407	5.4%
4	282	3.7%
7	279	3.7%
Other values (8)	589	7.8%

Latin

Value	Count	Frequency (%)
A	12	30.8%
E	7	17.9%
S	6	15.4%
L	3	7.7%
G	3	7.7%
Q	2	5.1%
D	2	5.1%
B	2	5.1%
R	1	2.6%
C	1	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9717	56.2%
ASCII	7566	43.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2825	37.3%
1	707	9.3%
2	584	7.7%
3	537	7.1%
6	469	6.2%
5	441	5.8%
-	407	5.4%
0	407	5.4%
4	282	3.7%
7	279	3.7%
Other values (18)	628	8.3%

Hangul

Value	Count	Frequency (%)
도	833	8.6%
봉	833	8.6%
동	773	8.0%
구	727	7.5%
시	727	7.5%
서	723	7.4%
울	722	7.4%
별	721	7.4%
특	721	7.4%
호	281	2.9%
Other values (142)	2656	27.3%

도로명주소
Text

MISSING

Distinct	431
Distinct (%)	91.5%
Missing	373
Missing (%)	44.2%
Memory size	6.7 KiB

Length

Max length	57
Median length	47
Mean length	30.356688
Min length	21

Characters and Unicode

Total characters	14298
Distinct characters	182
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	401 ?
Unique (%)	85.1%

Sample

1st row	서울특별시 도봉구 도봉로181길 25 (도봉동)
2nd row	서울특별시 도봉구 해등로 155 (쌍문동)
3rd row	서울특별시 도봉구 도봉로 813 (도봉동)
4th row	서울특별시 도봉구 도봉로 477 (쌍문동)
5th row	서울특별시 도봉구 도봉로 475-1, 4층 (쌍문동)

Value	Count	Frequency (%)
서울특별시	471	16.1%
도봉구	471	16.1%
창동	181	6.2%
도봉로	141	4.8%
방학동	132	4.5%
쌍문동	103	3.5%
2층	89	3.0%
3층	59	2.0%
도봉동	54	1.8%
덕릉로	36	1.2%
Other values (477)	1189	40.6%

Most occurring characters

Value	Count	Frequency (%)
	2455	17.2%
도	763	5.3%
봉	728	5.1%
,	505	3.5%
동	498	3.5%
시	480	3.4%
)	473	3.3%
(	473	3.3%
로	472	3.3%
구	472	3.3%
Other values (172)	6979	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7969	55.7%
Space Separator	2455	17.2%
Decimal Number	2350	16.4%
Other Punctuation	505	3.5%
Close Punctuation	473	3.3%
Open Punctuation	473	3.3%
Dash Punctuation	38	0.3%
Uppercase Letter	29	0.2%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	763	9.6%
봉	728	9.1%
동	498	6.2%
시	480	6.0%
로	472	5.9%
구	472	5.9%
울	471	5.9%
서	471	5.9%
별	471	5.9%
특	471	5.9%
Other values (149)	2672	33.5%

Decimal Number

Value	Count	Frequency (%)
1	373	15.9%
2	350	14.9%
3	339	14.4%
0	227	9.7%
6	221	9.4%
5	210	8.9%
4	204	8.7%
8	170	7.2%
7	146	6.2%
9	110	4.7%

Uppercase Letter

Value	Count	Frequency (%)
E	7	24.1%
S	6	20.7%
A	6	20.7%
G	4	13.8%
L	4	13.8%
B	1	3.4%
Q	1	3.4%

Space Separator

Value	Count	Frequency (%)
	2455	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	505	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	473	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	473	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7969	55.7%
Common	6300	44.1%
Latin	29	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	763	9.6%
봉	728	9.1%
동	498	6.2%
시	480	6.0%
로	472	5.9%
구	472	5.9%
울	471	5.9%
서	471	5.9%
별	471	5.9%
특	471	5.9%
Other values (149)	2672	33.5%

Common

Value	Count	Frequency (%)
	2455	39.0%
,	505	8.0%
)	473	7.5%
(	473	7.5%
1	373	5.9%
2	350	5.6%
3	339	5.4%
0	227	3.6%
6	221	3.5%
5	210	3.3%
Other values (6)	674	10.7%

Latin

Value	Count	Frequency (%)
E	7	24.1%
S	6	20.7%
A	6	20.7%
G	4	13.8%
L	4	13.8%
B	1	3.4%
Q	1	3.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7969	55.7%
ASCII	6329	44.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2455	38.8%
,	505	8.0%
)	473	7.5%
(	473	7.5%
1	373	5.9%
2	350	5.5%
3	339	5.4%
0	227	3.6%
6	221	3.5%
5	210	3.3%
Other values (13)	703	11.1%

Hangul

Value	Count	Frequency (%)
도	763	9.6%
봉	728	9.1%
동	498	6.2%
시	480	6.0%
로	472	5.9%
구	472	5.9%
울	471	5.9%
서	471	5.9%
별	471	5.9%
특	471	5.9%
Other values (149)	2672	33.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	122
Distinct (%)	27.1%
Missing	394
Missing (%)	46.7%
Infinite	0
Infinite (%)	0.0%
Mean	9863.2467

Minimum	1302
Maximum	132959
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	1302
5-th percentile	1311.8
Q1	1350
median	1405
Q3	1447
95-th percentile	132800.55
Maximum	132959
Range	131657
Interquartile range (IQR)	97

Descriptive statistics

Standard deviation	32305.782
Coefficient of variation (CV)	3.27537
Kurtosis	10.718185
Mean	9863.2467
Median Absolute Deviation (MAD)	49
Skewness	3.5595651
Sum	4438461
Variance	1.0436635 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1405	34	4.0%
1454	20	2.4%
1340	18	2.1%
1394	13	1.5%
1473	13	1.5%
1384	13	1.5%
1432	12	1.4%
1447	12	1.4%
1331	11	1.3%
1443	11	1.3%
Other values (112)	293	34.7%
(Missing)	394	46.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1302	1	0.1%
1303	1	0.1%
1304	9	1.1%
1306	2	0.2%
1307	4	0.5%
1308	1	0.1%
1309	1	0.1%
1310	4	0.5%
1314	1	0.1%
1318	4	0.5%

Value	Count	Frequency (%)
132959	1	0.1%
132926	1	0.1%
132924	1	0.1%
132917	2	0.2%
132904	2	0.2%
132880	1	0.1%
132871	1	0.1%
132858	1	0.1%
132854	1	0.1%
132851	1	0.1%

사업장명
Text

Distinct	754
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

Max length	22
Median length	17
Mean length	6.9810427
Min length	3

Characters and Unicode

Total characters	5892
Distinct characters	334
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	682 ?
Unique (%)	80.8%

Sample

1st row	주상원의원
2nd row	남진한의원
3rd row	홍소아청소년과의원
4th row	성진한의원
5th row	이규진의원

Value	Count	Frequency (%)
은혜치과의원	4	0.5%
상쾌한아침한의원	4	0.5%
가화정신과의원	3	0.4%
제일성심한의원	3	0.4%
미소치과의원	3	0.4%
현대중앙의원	3	0.4%
보생한의원	3	0.4%
서울웨스트치과의원	3	0.4%
백두대간한의원	3	0.4%
국도성모의원	3	0.4%
Other values (751)	821	96.2%

Most occurring characters

Value	Count	Frequency (%)
의	905	15.4%
원	864	14.7%
과	512	8.7%
한	236	4.0%
치	233	4.0%
인	98	1.7%
이	92	1.6%
정	89	1.5%
성	75	1.3%
소	69	1.2%
Other values (324)	2719	46.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5857	99.4%
Uppercase Letter	11	0.2%
Space Separator	9	0.2%
Lowercase Letter	4	0.1%
Dash Punctuation	4	0.1%
Decimal Number	3	0.1%
Other Punctuation	2	< 0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	905	15.5%
원	864	14.8%
과	512	8.7%
한	236	4.0%
치	233	4.0%
인	98	1.7%
이	92	1.6%
정	89	1.5%
성	75	1.3%
소	69	1.2%
Other values (307)	2684	45.8%

Uppercase Letter

Value	Count	Frequency (%)
A	3	27.3%
I	2	18.2%
S	1	9.1%
G	1	9.1%
M	1	9.1%
L	1	9.1%
C	1	9.1%
B	1	9.1%

Decimal Number

Value	Count	Frequency (%)
1	1	33.3%
5	1	33.3%
9	1	33.3%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5856	99.4%
Common	20	0.3%
Latin	15	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	905	15.5%
원	864	14.8%
과	512	8.7%
한	236	4.0%
치	233	4.0%
인	98	1.7%
이	92	1.6%
정	89	1.5%
성	75	1.3%
소	69	1.2%
Other values (306)	2683	45.8%

Latin

Value	Count	Frequency (%)
e	4	26.7%
A	3	20.0%
I	2	13.3%
S	1	6.7%
G	1	6.7%
M	1	6.7%
L	1	6.7%
C	1	6.7%
B	1	6.7%

Common

Value	Count	Frequency (%)
	9	45.0%
-	4	20.0%
&	2	10.0%
1	1	5.0%
5	1	5.0%
9	1	5.0%
)	1	5.0%
(	1	5.0%

Han

Value	Count	Frequency (%)
美	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5856	99.4%
ASCII	35	0.6%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	905	15.5%
원	864	14.8%
과	512	8.7%
한	236	4.0%
치	233	4.0%
인	98	1.7%
이	92	1.6%
정	89	1.5%
성	75	1.3%
소	69	1.2%
Other values (306)	2683	45.8%

ASCII

Value	Count	Frequency (%)
	9	25.7%
e	4	11.4%
-	4	11.4%
A	3	8.6%
I	2	5.7%
&	2	5.7%
S	1	2.9%
G	1	2.9%
1	1	2.9%
5	1	2.9%
Other values (7)	7	20.0%

CJK

Value	Count	Frequency (%)
美	1	100.0%

최종수정일자
Date

Distinct	522
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2008-12-01 18:53:07
Maximum	2024-05-09 22:13:15

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

I	461
U	383

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	461	54.6%
U	383	45.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	461	54.6%
u	383	45.4%

데이터갱신일자
Date

Distinct	167
Distinct (%)	19.8%
Missing	0
Missing (%)	0.0%
Memory size	6.7 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	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

의원	428
치과의원	227
한의원	188
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7618483
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	428	50.7%
치과의원	227	26.9%
한의원	188	22.3%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	428	50.7%
치과의원	227	26.9%
한의원	188	22.3%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	242
Distinct (%)	53.1%
Missing	388
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	203457.87

Minimum	201104.59
Maximum	204623.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	201104.59
5-th percentile	202418.71
Q1	203036.6
median	203463.77
Q3	203984.14
95-th percentile	204375.13
Maximum	204623.02
Range	3518.4336
Interquartile range (IQR)	947.5366

Descriptive statistics

Standard deviation	642.87542
Coefficient of variation (CV)	0.0031597472
Kurtosis	1.9127538
Mean	203457.87
Median Absolute Deviation (MAD)	472.6654
Skewness	-0.95532278
Sum	92776787
Variance	413288.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
204083.769271308	10	1.2%
203348.210556651	8	0.9%
204462.811445887	8	0.9%
202999.2675169	8	0.9%
203663.222587199	7	0.8%
203953.833720651	7	0.8%
202966.7837047	7	0.8%
203070.330612638	6	0.7%
204313.906829097	6	0.7%
203984.137173444	6	0.7%
Other values (232)	383	45.4%
(Missing)	388	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201104.585304581	2	0.2%
201106.663338126	3	0.4%
201122.155870704	2	0.2%
201167.086526829	2	0.2%
201336.358352057	1	0.1%
202117.289389766	1	0.1%
202130.057009008	1	0.1%
202156.280949692	1	0.1%
202165.628385398	1	0.1%
202165.632836592	1	0.1%

Value	Count	Frequency (%)
204623.018873403	3	0.4%
204468.657003222	2	0.2%
204462.811445887	8	0.9%
204428.262955437	1	0.1%
204414.113861369	1	0.1%
204413.616574592	1	0.1%
204407.370788838	3	0.4%
204391.615	2	0.2%
204383.782399605	2	0.2%
204372.245062863	2	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	242
Distinct (%)	53.1%
Missing	388
Missing (%)	46.0%
Infinite	0
Infinite (%)	0.0%
Mean	461746.5

Minimum	459054.65
Maximum	465042.49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	459054.65
5-th percentile	459665.74
Q1	460887.45
median	461589.78
Q3	462578.17
95-th percentile	464174.85
Maximum	465042.49
Range	5987.8412
Interquartile range (IQR)	1690.7169

Descriptive statistics

Standard deviation	1213.129
Coefficient of variation (CV)	0.002627262
Kurtosis	-0.042203025
Mean	461746.5
Median Absolute Deviation (MAD)	894.39602
Skewness	0.39386372
Sum	2.105564 × 10⁸
Variance	1471682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
462849.020752258	10	1.2%
461557.310544671	8	0.9%
461156.29642481	8	0.9%
460616.701327584	8	0.9%
462505.455032714	7	0.8%
462675.950480622	7	0.8%
460551.406386109	7	0.8%
462578.165612375	6	0.7%
461347.878668101	6	0.7%
461008.914009807	6	0.7%
Other values (232)	383	45.4%
(Missing)	388	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
459054.652119336	1	0.1%
459075.856049098	1	0.1%
459455.335504597	1	0.1%
459494.640820124	1	0.1%
459545.219568062	1	0.1%
459562.387889858	1	0.1%
459562.721417759	1	0.1%
459577.841091567	1	0.1%
459584.582698404	1	0.1%
459596.859470058	3	0.4%

Value	Count	Frequency (%)
465042.493324016	1	0.1%
464973.884141836	1	0.1%
464814.717432497	3	0.4%
464638.133327247	1	0.1%
464633.761055876	3	0.4%
464621.700290709	1	0.1%
464619.316546324	1	0.1%
464597.202705501	2	0.2%
464591.516973411	1	0.1%
464559.878016906	1	0.1%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

<NA>	322
의원	275
치과의원	142
한의원	104
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2239336
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	322	38.2%
의원	275	32.6%
치과의원	142	16.8%
한의원	104	12.3%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	322	38.2%
의원	275	32.6%
치과의원	142	16.8%
한의원	104	12.3%
보건소	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	1.1%
Missing	322
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.0823755

Minimum	0
Maximum	12
Zeros	2
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.72182571
Coefficient of variation (CV)	0.6668903
Kurtosis	200.93364
Mean	1.0823755
Median Absolute Deviation (MAD)	0
Skewness	13.553782
Sum	565
Variance	0.52103235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	498	59.0%
2	18	2.1%
0	2	0.2%
12	2	0.2%
3	1	0.1%
4	1	0.1%
(Missing)	322	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.2%
1	498	59.0%
2	18	2.1%
3	1	0.1%
4	1	0.1%
12	2	0.2%

Value	Count	Frequency (%)
12	2	0.2%
4	1	0.1%
3	1	0.1%
2	18	2.1%
1	498	59.0%
0	2	0.2%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	2.1%
Missing	322
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.35249042

Minimum	0
Maximum	13
Zeros	486
Zeros (%)	57.6%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5234203
Coefficient of variation (CV)	4.3218773
Kurtosis	24.298281
Mean	0.35249042
Median Absolute Deviation (MAD)	0
Skewness	4.8319527
Sum	184
Variance	2.3208095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	486	57.6%
8	9	1.1%
1	7	0.8%
5	5	0.6%
4	5	0.6%
2	3	0.4%
9	2	0.2%
7	2	0.2%
3	1	0.1%
13	1	0.1%
(Missing)	322	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	486	57.6%
1	7	0.8%
2	3	0.4%
3	1	0.1%
4	5	0.6%
5	5	0.6%
6	1	0.1%
7	2	0.2%
8	9	1.1%
9	2	0.2%

Value	Count	Frequency (%)
13	1	0.1%
9	2	0.2%
8	9	1.1%
7	2	0.2%
6	1	0.1%
5	5	0.6%
4	5	0.6%
3	1	0.1%
2	3	0.4%
1	7	0.8%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	3.8%
Missing	322
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.2337165

Minimum	0
Maximum	49
Zeros	480
Zeros (%)	56.9%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	5.4377451
Coefficient of variation (CV)	4.4076133
Kurtosis	26.572199
Mean	1.2337165
Median Absolute Deviation (MAD)	0
Skewness	5.0333019
Sum	644
Variance	29.569072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	480	56.9%
29	7	0.8%
5	5	0.6%
28	4	0.5%
1	4	0.5%
2	3	0.4%
20	2	0.2%
4	2	0.2%
27	2	0.2%
6	2	0.2%
Other values (10)	11	1.3%
(Missing)	322	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	480	56.9%
1	4	0.5%
2	3	0.4%
3	2	0.2%
4	2	0.2%
5	5	0.6%
6	2	0.2%
7	1	0.1%
9	1	0.1%
12	1	0.1%

Value	Count	Frequency (%)
49	1	0.1%
29	7	0.8%
28	4	0.5%
27	2	0.2%
26	1	0.1%
23	1	0.1%
20	2	0.2%
18	1	0.1%
16	1	0.1%
14	1	0.1%

총면적
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	226
Distinct (%)	43.3%
Missing	322
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	114.64354

Minimum	0
Maximum	12501
Zeros	223
Zeros (%)	26.4%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	59.785
Q3	119.36
95-th percentile	346.14
Maximum	12501
Range	12501
Interquartile range (IQR)	119.36

Descriptive statistics

Standard deviation	565.26738
Coefficient of variation (CV)	4.9306517
Kurtosis	444.85012
Mean	114.64354
Median Absolute Deviation (MAD)	59.785
Skewness	20.370061
Sum	59843.93
Variance	319527.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	223	26.4%
76.0	5	0.6%
81.0	4	0.5%
51.0	4	0.5%
70.0	4	0.5%
66.0	4	0.5%
119.36	4	0.5%
100.0	4	0.5%
78.0	3	0.4%
65.0	3	0.4%
Other values (216)	264	31.3%
(Missing)	322	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	223	26.4%
18.45	2	0.2%
31.0	1	0.1%
32.89	1	0.1%
33.0	1	0.1%
33.6	1	0.1%
34.0	1	0.1%
37.0	2	0.2%
39.06	1	0.1%
40.0	2	0.2%

Value	Count	Frequency (%)
12501.0	1	0.1%
1739.38	1	0.1%
1484.11	1	0.1%
1090.08	1	0.1%
914.0	1	0.1%
624.68	1	0.1%
598.9	2	0.2%
546.96	3	0.4%
534.0	1	0.1%
465.55	1	0.1%

진료과목내용
Text

MISSING

Distinct	111
Distinct (%)	21.3%
Missing	322
Missing (%)	38.2%
Memory size	6.7 KiB

Length

Max length	83
Median length	3
Mean length	13.344828
Min length	3

Characters and Unicode

Total characters	6966
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	91 ?
Unique (%)	17.4%

Sample

1st row	101
2nd row	111
3rd row	101
4th row	101
5th row	101

Value	Count	Frequency (%)
101	239	12.8%
401	126	6.7%
301	104	5.6%
302	104	5.6%
303	104	5.6%
304	104	5.6%
305	104	5.6%
306	104	5.6%
307	104	5.6%
308	104	5.6%
Other values (45)	675	36.1%

Most occurring characters

Value	Count	Frequency (%)
0	1629	23.4%
1	1384	19.9%
	1350	19.4%
3	1095	15.7%
4	456	6.5%
2	331	4.8%
5	184	2.6%
6	152	2.2%
8	137	2.0%
7	130	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5616	80.6%
Space Separator	1350	19.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1629	29.0%
1	1384	24.6%
3	1095	19.5%
4	456	8.1%
2	331	5.9%
5	184	3.3%
6	152	2.7%
8	137	2.4%
7	130	2.3%
9	118	2.1%

Space Separator

Value	Count	Frequency (%)
	1350	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6966	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1629	23.4%
1	1384	19.9%
	1350	19.4%
3	1095	15.7%
4	456	6.5%
2	331	4.8%
5	184	2.6%
6	152	2.2%
8	137	2.0%
7	130	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6966	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1629	23.4%
1	1384	19.9%
	1350	19.4%
3	1095	15.7%
4	456	6.5%
2	331	4.8%
5	184	2.6%
6	152	2.2%
8	137	2.0%
7	130	1.9%

진료과목내용명
Text

MISSING

Distinct	97
Distinct (%)	18.6%
Missing	322
Missing (%)	38.2%
Memory size	6.7 KiB

Length

Max length	141
Median length	2
Mean length	22.168582
Min length	2

Characters and Unicode

Total characters	11572
Distinct characters	68
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	78 ?
Unique (%)	14.9%

Sample

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

Value	Count	Frequency (%)
내과	239	12.8%
치과	126	6.7%
한방내과	104	5.6%
한방부인과	104	5.6%
한방소아과	104	5.6%
한방안?이비인후?피부과	104	5.6%
한방신경정신과	104	5.6%
한방재활의학과	104	5.6%
사상체질과	104	5.6%
침구과	104	5.6%
Other values (36)	675	36.1%

Most occurring characters

Value	Count	Frequency (%)
과	1943	16.8%
,	1350	11.7%
	1350	11.7%
방	745	6.4%
한	712	6.2%
내	365	3.2%
치	283	2.4%
부	274	2.4%
인	262	2.3%
신	235	2.0%
Other values (58)	4053	35.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8664	74.9%
Other Punctuation	1558	13.5%
Space Separator	1350	11.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1943	22.4%
방	745	8.6%
한	712	8.2%
내	365	4.2%
치	283	3.3%
부	274	3.2%
인	262	3.0%
신	235	2.7%
소	234	2.7%
학	220	2.5%
Other values (55)	3391	39.1%

Other Punctuation

Value	Count	Frequency (%)
,	1350	86.6%
?	208	13.4%

Space Separator

Value	Count	Frequency (%)
	1350	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8664	74.9%
Common	2908	25.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1943	22.4%
방	745	8.6%
한	712	8.2%
내	365	4.2%
치	283	3.3%
부	274	3.2%
인	262	3.0%
신	235	2.7%
소	234	2.7%
학	220	2.5%
Other values (55)	3391	39.1%

Common

Value	Count	Frequency (%)
,	1350	46.4%
	1350	46.4%
?	208	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8664	74.9%
ASCII	2908	25.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1943	22.4%
방	745	8.6%
한	712	8.2%
내	365	4.2%
치	283	3.3%
부	274	3.2%
인	262	3.0%
신	235	2.7%
소	234	2.7%
학	220	2.5%
Other values (55)	3391	39.1%

ASCII

Value	Count	Frequency (%)
,	1350	46.4%
	1350	46.4%
?	208	7.2%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	522
<NA>	322

Length

Max length	4
Median length	1
Mean length	2.1445498
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	522	61.8%
<NA>	322	38.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	522	61.8%
na	322	38.2%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	522
<NA>	322

Length

Max length	4
Median length	1
Mean length	2.1445498
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	522	61.8%
<NA>	322	38.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	522	61.8%
na	322	38.2%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	522
<NA>	322

Length

Max length	4
Median length	1
Mean length	2.1445498
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	522	61.8%
<NA>	322	38.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	522	61.8%
na	322	38.2%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	844
Missing (%)	100.0%
Memory size	7.5 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3090000	PHMA119673090033041100001	19671229	<NA>	3	폐업	3	폐업	19961031	<NA>	<NA>	<NA>	02-955-2525	<NA>	<NA>	서울특별시 도봉구 도봉1동 595 럭키(아) 106-202	<NA>	<NA>	주상원의원	2008-12-01 18:53:15	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	0.0	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3090000	PHMA119693090033041100001	1969-06-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-954-1274	<NA>	132-814	서울특별시 도봉구 도봉동 566번지 5호	서울특별시 도봉구 도봉로181길 25 (도봉동)	1304	남진한의원	2023-07-10 11:07:24	U	2022-12-06 23:03:00.0	한의원	203855.291595	464621.700291	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3090000	PHMA119703090033041100001	19700707	<NA>	3	폐업	3	폐업	20110502	<NA>	<NA>	<NA>	02-954-3106	<NA>	132820	서울특별시 도봉구 도봉1동 617-16	<NA>	<NA>	홍소아청소년과의원	2011-07-14 10:06:27	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	0.0	111	소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3090000	PHMA119713090033041100001	19710527	<NA>	3	폐업	3	폐업	20220329	<NA>	<NA>	<NA>	02-992-6382	<NA>	<NA>	<NA>	서울특별시 도봉구 해등로 155 (쌍문동)	1432	성진한의원	2022-03-29 16:41:39	U	2021-12-02 21:01:00.0	한의원	203378.861235	461589.777133	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3090000	PHMA119723090033041100001	19720804	<NA>	3	폐업	3	폐업	20040619	<NA>	<NA>	<NA>	02-992-4742	<NA>	132864	서울특별시 도봉구 쌍문3동 96-1	<NA>	<NA>	이규진의원	2008-12-01 18:53:15	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	0.0	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3090000	PHMA119733090033041100001	1973-02-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-954-0237	<NA>	132-819	서울특별시 도봉구 도봉1동 600-42	서울특별시 도봉구 도봉로 813 (도봉동)	1307	유외과의원	2023-07-13 17:53:02	U	2022-12-06 23:06:00.0	의원	203860.803661	463853.358361	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3090000	PHMA119733090033041100002	19730710	<NA>	3	폐업	3	폐업	20040715	<NA>	<NA>	<NA>	02-954-0377	<NA>	132757	서울특별시 도봉구 도봉2동 30-1 한신(아) 상가 205	<NA>	<NA>	이가정의학과의원	2008-12-01 18:53:15	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	0.0	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3090000	PHMA119733090033041100003	19731022	<NA>	3	폐업	3	폐업	20001031	<NA>	<NA>	<NA>	02-954-0650	<NA>	<NA>	서울특별시 도봉구 도봉1동 617-5	<NA>	<NA>	송강의원	2008-12-01 18:53:15	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	0.0	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3090000	PHMA119733090033041100004	19731026	<NA>	3	폐업	3	폐업	20040825	<NA>	<NA>	<NA>	02-954-0981	<NA>	132819	서울특별시 도봉구 도봉1동 603-32	<NA>	<NA>	삼보한의원	2008-12-01 18:53:15	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0	0	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>	0	0	<NA>	<NA>	0	<NA>
9	3090000	PHMA119733090033041100005	1973-11-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-992-6353	<NA>	<NA>	<NA>	서울특별시 도봉구 도봉로 477 (쌍문동)	1443	이영수의원	2023-08-24 09:16:13	U	2022-12-07 22:06:00.0	의원	202948.835576	460673.229415	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
834	3090000	PHMA120233090033041100008	2023-09-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6077-8800	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동 501-2호	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 5층 501-2호 (창동)	1413	서울넘버원내과의원	2023-09-15 02:13:14	U	2022-12-08 23:07:00.0	의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
835	3090000	PHMA120233090033041100009	2023-09-20	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6077-8880	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 4층 401-6,7,8호 (창동)	1413	창동으뜸정형외과의원	2024-04-18 23:13:15	U	2023-12-03 22:00:00.0	의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
836	3090000	PHMA120233090033041100010	2023-10-10	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6077-8811	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 3층 301-3호 (창동)	1413	멜로우피부과의원	2024-05-03 04:43:13	U	2023-12-05 00:05:00.0	의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
837	3090000	PHMA120233090033041100011	2023-10-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6431-2875	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 5층 501-1, 501-6~8호 (창동)	1413	온아치과의원	2023-12-08 08:13:14	U	2022-11-01 23:00:00.0	치과의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
838	3090000	PHMA120233090033041100012	2023-10-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6952-7598	<NA>	<NA>	서울특별시 도봉구 창동 581-76	서울특별시 도봉구 덕릉로 239, 2,3층 2호 (창동)	1470	탑연합의원	2024-04-12 03:43:13	U	2023-12-03 23:04:00.0	의원	203306.984665	459651.160108	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
839	3090000	PHMA120233090033041100013	2023-10-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6077-8833	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 4층 401-1~5호 (창동)	1413	서울아이나여성의원	2024-03-21 23:13:15	U	2023-12-02 22:03:00.0	의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
840	3090000	PHMA120233090033041100014	2023-10-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6225-2575	<NA>	<NA>	서울특별시 도봉구 창동 1-28 씨드큐브 창동	서울특별시 도봉구 마들로13길 61, 씨드큐브 창동 5층 501-3~5호 (창동)	1413	삼성온아이비인후과의원	2023-10-19 21:13:12	U	2022-10-30 22:01:00.0	의원	204313.906829	461347.878668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
841	3090000	PHMA120233090033041100015	2023-12-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-904-2875	<NA>	<NA>	서울특별시 도봉구 창동 659-11	서울특별시 도봉구 도봉로 486, 4,5층 (창동)	1454	더편한플란트치과의원	2024-03-08 23:13:15	U	2023-12-02 23:00:00.0	치과의원	203036.600578	460709.997259	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
842	3090000	PHMA120243090033041100001	2024-03-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3494-2228	<NA>	<NA>	서울특별시 도봉구 방학동 665-8	서울특별시 도봉구 방학로 158, 1~2층 (방학동)	1356	연세휴치과보존과치과의원	2024-03-22 02:13:15	U	2023-12-02 22:04:00.0	치과의원	202972.388684	462259.417829	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
843	3090000	PHMA120243090033041100002	2024-03-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6953-0175	<NA>	<NA>	<NA>	서울특별시 도봉구 노해로 341, 신원리베르텔 3층 309~310호 (창동)	1405	경희다시봄한의원	2024-04-05 04:13:12	U	2023-12-04 00:07:00.0	한의원	203984.137173	461008.91401	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul