gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	1051
Missing cells	15861
Missing cells (%)	36.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	358.3 KiB
Average record size in memory	349.1 B

Variable types

Categorical	10
Text	8
DateTime	7
Numeric	8
Unsupported	8

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	관악구
URL	https://data.seoul.go.kr/dataList/OA-16234/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has constant value ""	Constant
`영업상태코드` is highly imbalanced (56.7%)	Imbalance
`영업상태명` is highly imbalanced (56.7%)	Imbalance
`상세영업상태명` is highly imbalanced (60.9%)	Imbalance
`인허가취소일자` has 1050 (99.9%) missing values	Missing
`폐업일자` has 701 (66.7%) missing values	Missing
`휴업시작일자` has 1041 (99.0%) missing values	Missing
`휴업종료일자` has 1041 (99.0%) missing values	Missing
`재개업일자` has 1051 (100.0%) missing values	Missing
`전화번호` has 131 (12.5%) missing values	Missing
`소재지면적` has 1051 (100.0%) missing values	Missing
`소재지우편번호` has 583 (55.5%) missing values	Missing
`지번주소` has 106 (10.1%) missing values	Missing
`도로명주소` has 97 (9.2%) missing values	Missing
`도로명우편번호` has 151 (14.4%) missing values	Missing
`좌표정보(X)` has 112 (10.7%) missing values	Missing
`좌표정보(Y)` has 112 (10.7%) missing values	Missing
`의료인수` has 388 (36.9%) missing values	Missing
`입원실수` has 388 (36.9%) missing values	Missing
`병상수` has 388 (36.9%) missing values	Missing
`총면적` has 388 (36.9%) missing values	Missing
`진료과목내용` has 388 (36.9%) missing values	Missing
`진료과목내용명` has 388 (36.9%) missing values	Missing
`지정취소일자` has 1051 (100.0%) missing values	Missing
`완화의료지정형태` has 1051 (100.0%) missing values	Missing
`완화의료담당부서명` has 1051 (100.0%) missing values	Missing
`총인원` has 1051 (100.0%) missing values	Missing
`구조사수` has 1051 (100.0%) missing values	Missing
`최초지정일자` has 1051 (100.0%) missing values	Missing
`관리번호` has unique values	Unique
`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 623 (59.3%) zeros	Zeros
`병상수` has 602 (57.3%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 08:38:29.463241
Analysis finished	2024-05-11 08:38:30.336204
Duration	0.87 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	8.3 KiB

3200000	1051

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3200000
2nd row	3200000
3rd row	3200000
4th row	3200000
5th row	3200000

Common Values

Value	Count	Frequency (%)
3200000	1051	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3200000	1051	100.0%

관리번호
Text

UNIQUE

Distinct	1051
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Length

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

Characters and Unicode

Total characters	26275
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	1051 ?
Unique (%)	100.0%

Sample

1st row	PHMA119713200033041100001
2nd row	PHMA119713200033041100002
3rd row	PHMA119713200033041100003
4th row	PHMA119713200033041100004
5th row	PHMA119713200033041100005

Value	Count	Frequency (%)
phma119713200033041100001	1	0.1%
phma120103200033041100041	1	0.1%
phma120103200033041100043	1	0.1%
phma120103200033041100044	1	0.1%
phma120103200033041100045	1	0.1%
phma120103200033041100046	1	0.1%
phma120103200033041100047	1	0.1%
phma120103200033041100048	1	0.1%
phma120103200033041100049	1	0.1%
phma120103200033041100050	1	0.1%
Other values (1041)	1041	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	9170	34.9%
1	4242	16.1%
3	3476	13.2%
2	2412	9.2%
4	1314	5.0%
P	1051	4.0%
H	1051	4.0%
M	1051	4.0%
A	1051	4.0%
9	587	2.2%
Other values (4)	870	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22071	84.0%
Uppercase Letter	4204	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9170	41.5%
1	4242	19.2%
3	3476	15.7%
2	2412	10.9%
4	1314	6.0%
9	587	2.7%
8	257	1.2%
7	234	1.1%
5	199	0.9%
6	180	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	1051	25.0%
H	1051	25.0%
M	1051	25.0%
A	1051	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22071	84.0%
Latin	4204	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9170	41.5%
1	4242	19.2%
3	3476	15.7%
2	2412	10.9%
4	1314	6.0%
9	587	2.7%
8	257	1.2%
7	234	1.1%
5	199	0.9%
6	180	0.8%

Latin

Value	Count	Frequency (%)
P	1051	25.0%
H	1051	25.0%
M	1051	25.0%
A	1051	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26275	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9170	34.9%
1	4242	16.1%
3	3476	13.2%
2	2412	9.2%
4	1314	5.0%
P	1051	4.0%
H	1051	4.0%
M	1051	4.0%
A	1051	4.0%
9	587	2.2%
Other values (4)	870	3.3%

인허가일자
Date

Distinct	868
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Minimum	1971-06-10 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Date

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1050
Missing (%)	99.9%
Memory size	8.3 KiB

Minimum	2023-05-03 00:00:00
Maximum	2023-05-03 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

1	694
3	346
5	6
4	4
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	694	66.0%
3	346	32.9%
5	6	0.6%
4	4	0.4%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	694	66.0%
3	346	32.9%
5	6	0.6%
4	4	0.4%
2	1	0.1%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

영업/정상	694
폐업	346
제외/삭제/전출	6
취소/말소/만료/정지/중지	4
휴업	1

Length

Max length	14
Median length	5
Mean length	4.0608944
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	694	66.0%
폐업	346	32.9%
제외/삭제/전출	6	0.6%
취소/말소/만료/정지/중지	4	0.4%
휴업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	694	66.0%
폐업	346	32.9%
제외/삭제/전출	6	0.6%
취소/말소/만료/정지/중지	4	0.4%
휴업	1	0.1%

상세영업상태코드
Real number (ℝ)

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8306375

Minimum	2
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	3
median	13
Q3	13
95-th percentile	13
Maximum	99
Range	97
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.5260296
Coefficient of variation (CV)	0.56212322
Kurtosis	62.948651
Mean	9.8306375
Median Absolute Deviation (MAD)	0
Skewness	3.5760207
Sum	10332
Variance	30.537003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
13	694	66.0%
3	346	32.9%
15	5	0.5%
24	4	0.4%
2	1	0.1%
99	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
3	346	32.9%
13	694	66.0%
15	5	0.5%
24	4	0.4%
99	1	0.1%

Value	Count	Frequency (%)
99	1	0.1%
24	4	0.4%
15	5	0.5%
13	694	66.0%
3	346	32.9%
2	1	0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

영업중	694
폐업	346
전출	5
직권폐업	4
휴업	1

Length

Max length	4
Median length	3
Mean length	2.6679353
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	694	66.0%
폐업	346	32.9%
전출	5	0.5%
직권폐업	4	0.4%
휴업	1	0.1%
삭제	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	694	66.0%
폐업	346	32.9%
전출	5	0.5%
직권폐업	4	0.4%
휴업	1	0.1%
삭제	1	0.1%

폐업일자
Date

MISSING

Distinct	326
Distinct (%)	93.1%
Missing	701
Missing (%)	66.7%
Memory size	8.3 KiB

Minimum	2005-09-01 00:00:00
Maximum	2024-05-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1041
Missing (%)	99.0%
Memory size	8.3 KiB

Minimum	2009-03-07 00:00:00
Maximum	2023-11-08 00:00:00

Histogram

Histogram with fixed size bins (bins=10)

휴업종료일자
Date

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	1041
Missing (%)	99.0%
Memory size	8.3 KiB

Minimum	2009-03-21 00:00:00
Maximum	2024-02-01 00:00:00

Histogram

Histogram with fixed size bins (bins=10)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

전화번호
Text

MISSING

Distinct	897
Distinct (%)	97.5%
Missing	131
Missing (%)	12.5%
Memory size	8.3 KiB

Length

Max length	13
Median length	11
Mean length	10.469565
Min length	8

Characters and Unicode

Total characters	9632
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	876 ?
Unique (%)	95.2%

Sample

1st row	02-877-2875
2nd row	02-877-8052
3rd row	02-877-2252
4th row	02-886-0003
5th row	02-3661-1138

Value	Count	Frequency (%)
02-524-1730	3	0.3%
886-7582	3	0.3%
588-1100	2	0.2%
875-0028	2	0.2%
02-878-1357	2	0.2%
02-873-7575	2	0.2%
02-875-6497	2	0.2%
546-6045	2	0.2%
863-8623	2	0.2%
873-6615	2	0.2%
Other values (887)	898	97.6%

Most occurring characters

Value	Count	Frequency (%)
8	1684	17.5%
-	1606	16.7%
2	1417	14.7%
0	1200	12.5%
7	1015	10.5%
5	813	8.4%
3	499	5.2%
6	444	4.6%
1	408	4.2%
9	283	2.9%
Other values (2)	263	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8025	83.3%
Dash Punctuation	1606	16.7%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	1684	21.0%
2	1417	17.7%
0	1200	15.0%
7	1015	12.6%
5	813	10.1%
3	499	6.2%
6	444	5.5%
1	408	5.1%
9	283	3.5%
4	262	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1606	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9632	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	1684	17.5%
-	1606	16.7%
2	1417	14.7%
0	1200	12.5%
7	1015	10.5%
5	813	8.4%
3	499	5.2%
6	444	4.6%
1	408	4.2%
9	283	2.9%
Other values (2)	263	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	1684	17.5%
-	1606	16.7%
2	1417	14.7%
0	1200	12.5%
7	1015	10.5%
5	813	8.4%
3	499	5.2%
6	444	4.6%
1	408	4.2%
9	283	2.9%
Other values (2)	263	2.7%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

소재지우편번호
Text

MISSING

Distinct	151
Distinct (%)	32.3%
Missing	583
Missing (%)	55.5%
Memory size	8.3 KiB

Length

Max length	7
Median length	6
Mean length	6.1923077
Min length	6

Characters and Unicode

Total characters	2898
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	67 ?
Unique (%)	14.3%

Sample

1st row	151892
2nd row	151015
3rd row	151-050
4th row	151-855
5th row	151-015

Value	Count	Frequency (%)
151050	43	9.2%
151015	31	6.6%
151800	13	2.8%
151892	11	2.4%
151880	11	2.4%
151811	11	2.4%
151832	11	2.4%
151823	11	2.4%
151895	9	1.9%
151-050	9	1.9%
Other values (141)	308	65.8%

Most occurring characters

Value	Count	Frequency (%)
1	1074	37.1%
5	611	21.1%
8	356	12.3%
0	286	9.9%
9	108	3.7%
3	96	3.3%
2	94	3.2%
-	90	3.1%
4	86	3.0%
7	58	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2808	96.9%
Dash Punctuation	90	3.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1074	38.2%
5	611	21.8%
8	356	12.7%
0	286	10.2%
9	108	3.8%
3	96	3.4%
2	94	3.3%
4	86	3.1%
7	58	2.1%
6	39	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	90	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2898	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1074	37.1%
5	611	21.1%
8	356	12.3%
0	286	9.9%
9	108	3.7%
3	96	3.3%
2	94	3.2%
-	90	3.1%
4	86	3.0%
7	58	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2898	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1074	37.1%
5	611	21.1%
8	356	12.3%
0	286	9.9%
9	108	3.7%
3	96	3.3%
2	94	3.2%
-	90	3.1%
4	86	3.0%
7	58	2.0%

지번주소
Text

MISSING

Distinct	768
Distinct (%)	81.3%
Missing	106
Missing (%)	10.1%
Memory size	8.3 KiB

Length

Max length	53
Median length	38
Mean length	22.424339
Min length	9

Characters and Unicode

Total characters	21191
Distinct characters	211
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	647 ?
Unique (%)	68.5%

Sample

1st row	신림1동 1634-12
2nd row	봉천3동 14-37
3rd row	봉천3동14-53
4th row	신림3동 635-23
5th row	서울특별시 관악구 신림동 1433번지 43호

Value	Count	Frequency (%)
서울특별시	767	17.5%
관악구	767	17.5%
봉천동	352	8.0%
신림동	333	7.6%
1호	76	1.7%
남현동	48	1.1%
2층	43	1.0%
3호	42	1.0%
5호	41	0.9%
4호	36	0.8%
Other values (765)	1889	43.0%

Most occurring characters

Value	Count	Frequency (%)
	3454	16.3%
1	1125	5.3%
동	953	4.5%
서	781	3.7%
관	775	3.7%
악	775	3.7%
구	770	3.6%
시	769	3.6%
울	769	3.6%
별	767	3.6%
Other values (201)	10253	48.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12141	57.3%
Decimal Number	5139	24.3%
Space Separator	3454	16.3%
Dash Punctuation	297	1.4%
Open Punctuation	49	0.2%
Close Punctuation	48	0.2%
Other Punctuation	37	0.2%
Uppercase Letter	19	0.1%
Math Symbol	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	953	7.8%
서	781	6.4%
관	775	6.4%
악	775	6.4%
구	770	6.3%
시	769	6.3%
울	769	6.3%
별	767	6.3%
특	767	6.3%
호	670	5.5%
Other values (175)	4345	35.8%

Decimal Number

Value	Count	Frequency (%)
1	1125	21.9%
2	589	11.5%
6	534	10.4%
4	534	10.4%
5	531	10.3%
3	514	10.0%
8	411	8.0%
7	329	6.4%
0	328	6.4%
9	244	4.7%

Uppercase Letter

Value	Count	Frequency (%)
S	6	31.6%
A	3	15.8%
G	2	10.5%
W	2	10.5%
K	2	10.5%
B	1	5.3%
Q	1	5.3%
O	1	5.3%
T	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	30	81.1%
.	7	18.9%

Space Separator

Value	Count	Frequency (%)
	3454	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	297	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	49	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	48	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12141	57.3%
Common	9031	42.6%
Latin	19	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	953	7.8%
서	781	6.4%
관	775	6.4%
악	775	6.4%
구	770	6.3%
시	769	6.3%
울	769	6.3%
별	767	6.3%
특	767	6.3%
호	670	5.5%
Other values (175)	4345	35.8%

Common

Value	Count	Frequency (%)
	3454	38.2%
1	1125	12.5%
2	589	6.5%
6	534	5.9%
4	534	5.9%
5	531	5.9%
3	514	5.7%
8	411	4.6%
7	329	3.6%
0	328	3.6%
Other values (7)	682	7.6%

Latin

Value	Count	Frequency (%)
S	6	31.6%
A	3	15.8%
G	2	10.5%
W	2	10.5%
K	2	10.5%
B	1	5.3%
Q	1	5.3%
O	1	5.3%
T	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12141	57.3%
ASCII	9050	42.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3454	38.2%
1	1125	12.4%
2	589	6.5%
6	534	5.9%
4	534	5.9%
5	531	5.9%
3	514	5.7%
8	411	4.5%
7	329	3.6%
0	328	3.6%
Other values (16)	701	7.7%

Hangul

Value	Count	Frequency (%)
동	953	7.8%
서	781	6.4%
관	775	6.4%
악	775	6.4%
구	770	6.3%
시	769	6.3%
울	769	6.3%
별	767	6.3%
특	767	6.3%
호	670	5.5%
Other values (175)	4345	35.8%

도로명주소
Text

MISSING

Distinct	886
Distinct (%)	92.9%
Missing	97
Missing (%)	9.2%
Memory size	8.3 KiB

Length

Max length	61
Median length	49
Mean length	30.095388
Min length	21

Characters and Unicode

Total characters	28711
Distinct characters	242
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	827 ?
Unique (%)	86.7%

Sample

1st row	서울특별시 관악구 신림로 275-1 (신림동)
2nd row	서울특별시 관악구 난곡로 176 (신림동)
3rd row	서울특별시 관악구 남부순환로 1607 (신림동)
4th row	서울특별시 관악구 관악로 227 (봉천동)
5th row	서울특별시 관악구 신림로 137 (신림동)

Value	Count	Frequency (%)
서울특별시	952	16.3%
관악구	952	16.3%
봉천동	471	8.1%
신림동	410	7.0%
남부순환로	235	4.0%
2층	191	3.3%
신림로	116	2.0%
3층	116	2.0%
관악로	110	1.9%
난곡로	101	1.7%
Other values (794)	2177	37.3%

Most occurring characters

Value	Count	Frequency (%)
	4878	17.0%
관	1107	3.9%
악	1104	3.8%
,	1017	3.5%
동	984	3.4%
서	973	3.4%
시	973	3.4%
울	959	3.3%
구	958	3.3%
)	957	3.3%
Other values (232)	14801	51.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16539	57.6%
Space Separator	4878	17.0%
Decimal Number	4250	14.8%
Other Punctuation	1021	3.6%
Close Punctuation	957	3.3%
Open Punctuation	956	3.3%
Dash Punctuation	46	0.2%
Uppercase Letter	31	0.1%
Math Symbol	29	0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	1107	6.7%
악	1104	6.7%
동	984	5.9%
서	973	5.9%
시	973	5.9%
울	959	5.8%
구	958	5.8%
별	952	5.8%
특	952	5.8%
로	881	5.3%
Other values (203)	6696	40.5%

Decimal Number

Value	Count	Frequency (%)
1	805	18.9%
2	719	16.9%
3	615	14.5%
0	413	9.7%
4	369	8.7%
6	331	7.8%
5	325	7.6%
8	243	5.7%
7	218	5.1%
9	212	5.0%

Uppercase Letter

Value	Count	Frequency (%)
A	8	25.8%
S	8	25.8%
B	4	12.9%
K	3	9.7%
G	2	6.5%
I	2	6.5%
W	2	6.5%
Q	1	3.2%
C	1	3.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	1017	99.6%
.	4	0.4%

Space Separator

Value	Count	Frequency (%)
	4878	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	957	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	956	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	46	100.0%

Math Symbol

Value	Count	Frequency (%)
~	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16539	57.6%
Common	12137	42.3%
Latin	35	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	1107	6.7%
악	1104	6.7%
동	984	5.9%
서	973	5.9%
시	973	5.9%
울	959	5.8%
구	958	5.8%
별	952	5.8%
특	952	5.8%
로	881	5.3%
Other values (203)	6696	40.5%

Common

Value	Count	Frequency (%)
	4878	40.2%
,	1017	8.4%
)	957	7.9%
(	956	7.9%
1	805	6.6%
2	719	5.9%
3	615	5.1%
0	413	3.4%
4	369	3.0%
6	331	2.7%
Other values (7)	1077	8.9%

Latin

Value	Count	Frequency (%)
A	8	22.9%
S	8	22.9%
B	4	11.4%
K	3	8.6%
G	2	5.7%
I	2	5.7%
s	2	5.7%
W	2	5.7%
Q	1	2.9%
C	1	2.9%
Other values (2)	2	5.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16539	57.6%
ASCII	12172	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4878	40.1%
,	1017	8.4%
)	957	7.9%
(	956	7.9%
1	805	6.6%
2	719	5.9%
3	615	5.1%
0	413	3.4%
4	369	3.0%
6	331	2.7%
Other values (19)	1112	9.1%

Hangul

Value	Count	Frequency (%)
관	1107	6.7%
악	1104	6.7%
동	984	5.9%
서	973	5.9%
시	973	5.9%
울	959	5.8%
구	958	5.8%
별	952	5.8%
특	952	5.8%
로	881	5.3%
Other values (203)	6696	40.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	148
Distinct (%)	16.4%
Missing	151
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	15943.133

Minimum	8700
Maximum	151927
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	8700
5-th percentile	8708
Q1	8747
median	8777
Q3	8806
95-th percentile	28046.05
Maximum	151927
Range	143227
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	31158.561
Coefficient of variation (CV)	1.9543561
Kurtosis	15.134413
Mean	15943.133
Median Absolute Deviation (MAD)	30
Skewness	4.1347351
Sum	14348820
Variance	9.708559 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8788	38	3.6%
8793	36	3.4%
8745	31	2.9%
8754	27	2.6%
8849	22	2.1%
8747	22	2.1%
8759	22	2.1%
8738	20	1.9%
8812	20	1.9%
8806	20	1.9%
Other values (138)	642	61.1%
(Missing)	151	14.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8700	10	1.0%
8701	12	1.1%
8702	4	0.4%
8704	2	0.2%
8705	3	0.3%
8706	3	0.3%
8707	4	0.4%
8708	11	1.0%
8709	2	0.2%
8710	1	0.1%

Value	Count	Frequency (%)
151927	1	0.1%
151913	1	0.1%
151904	1	0.1%
151892	2	0.2%
151888	1	0.1%
151880	1	0.1%
151877	1	0.1%
151874	1	0.1%
151871	1	0.1%
151869	1	0.1%

사업장명
Text

Distinct	1023
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Length

Max length	23
Median length	20
Mean length	7.4976213
Min length	3

Characters and Unicode

Total characters	7880
Distinct characters	420
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	998 ?
Unique (%)	95.0%

Sample

1st row	상호치과의원
2nd row	이종우치과의원
3rd row	명성한의원
4th row	김용준치과의원
5th row	영신한의원

Value	Count	Frequency (%)
고려한의원	5	0.5%
의료법인	4	0.4%
본디올삼성한의원	2	0.2%
한사랑의원	2	0.2%
현대관악의원	2	0.2%
의원	2	0.2%
라임의원	2	0.2%
무루한의원	2	0.2%
톡스앤필의원	2	0.2%
김철신정형외과의원	2	0.2%
Other values (1030)	1051	97.7%

Most occurring characters

Value	Count	Frequency (%)
의	1131	14.4%
원	1060	13.5%
과	662	8.4%
한	289	3.7%
치	284	3.6%
정	142	1.8%
이	125	1.6%
인	112	1.4%
서	105	1.3%
연	99	1.3%
Other values (410)	3871	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7738	98.2%
Decimal Number	42	0.5%
Uppercase Letter	34	0.4%
Space Separator	25	0.3%
Open Punctuation	14	0.2%
Close Punctuation	14	0.2%
Lowercase Letter	9	0.1%
Other Punctuation	3	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	1131	14.6%
원	1060	13.7%
과	662	8.6%
한	289	3.7%
치	284	3.7%
정	142	1.8%
이	125	1.6%
인	112	1.4%
서	105	1.4%
연	99	1.3%
Other values (375)	3729	48.2%

Uppercase Letter

Value	Count	Frequency (%)
S	6	17.6%
N	5	14.7%
C	3	8.8%
W	3	8.8%
R	2	5.9%
L	2	5.9%
Q	1	2.9%
U	1	2.9%
G	1	2.9%
E	1	2.9%
Other values (9)	9	26.5%

Lowercase Letter

Value	Count	Frequency (%)
e	4	44.4%
m	1	11.1%
c	1	11.1%
y	1	11.1%
o	1	11.1%
j	1	11.1%

Decimal Number

Value	Count	Frequency (%)
3	14	33.3%
5	14	33.3%
6	12	28.6%
1	2	4.8%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	25	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7734	98.1%
Common	99	1.3%
Latin	43	0.5%
Han	4	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	1131	14.6%
원	1060	13.7%
과	662	8.6%
한	289	3.7%
치	284	3.7%
정	142	1.8%
이	125	1.6%
인	112	1.4%
서	105	1.4%
연	99	1.3%
Other values (372)	3725	48.2%

Latin

Value	Count	Frequency (%)
S	6	14.0%
N	5	11.6%
e	4	9.3%
C	3	7.0%
W	3	7.0%
R	2	4.7%
L	2	4.7%
Q	1	2.3%
U	1	2.3%
G	1	2.3%
Other values (15)	15	34.9%

Common

Value	Count	Frequency (%)
	25	25.3%
(	14	14.1%
)	14	14.1%
3	14	14.1%
5	14	14.1%
6	12	12.1%
1	2	2.0%
&	2	2.0%
-	1	1.0%
.	1	1.0%

Han

Value	Count	Frequency (%)
美	2	50.0%
人	1	25.0%
愛	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7734	98.1%
ASCII	142	1.8%
CJK	4	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	1131	14.6%
원	1060	13.7%
과	662	8.6%
한	289	3.7%
치	284	3.7%
정	142	1.8%
이	125	1.6%
인	112	1.4%
서	105	1.4%
연	99	1.3%
Other values (372)	3725	48.2%

ASCII

Value	Count	Frequency (%)
	25	17.6%
(	14	9.9%
)	14	9.9%
3	14	9.9%
5	14	9.9%
6	12	8.5%
S	6	4.2%
N	5	3.5%
e	4	2.8%
C	3	2.1%
Other values (25)	31	21.8%

CJK

Value	Count	Frequency (%)
美	2	50.0%
人	1	25.0%
愛	1	25.0%

최종수정일자
Date

Distinct	1037
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Minimum	2008-12-31 17:03:45
Maximum	2024-05-09 23:43:18

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

U	745
I	305
D	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
U	745	70.9%
I	305	29.0%
D	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	745	70.9%
i	305	29.0%
d	1	0.1%

데이터갱신일자
Date

Distinct	378
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

의원	533
치과의원	276
한의원	240
보건소	1
보건지소	1

Length

Max length	4
Median length	2
Mean length	2.7564225
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	533	50.7%
치과의원	276	26.3%
한의원	240	22.8%
보건소	1	0.1%
보건지소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	533	50.7%
치과의원	276	26.3%
한의원	240	22.8%
보건소	1	0.1%
보건지소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	497
Distinct (%)	52.9%
Missing	112
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	194626.23

Minimum	173666.6
Maximum	202283.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	173666.6
5-th percentile	192264.92
Q1	193545.98
median	194702.9
Q3	195840.86
95-th percentile	197813.45
Maximum	202283.73
Range	28617.137
Interquartile range (IQR)	2294.8885

Descriptive statistics

Standard deviation	1802.9236
Coefficient of variation (CV)	0.0092635182
Kurtosis	18.579303
Mean	194626.23
Median Absolute Deviation (MAD)	1149.1856
Skewness	-1.4940513
Sum	1.8275403 × 10⁸
Variance	3250533.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
195793.554018345	12	1.1%
195274.343265834	11	1.0%
195852.084038417	9	0.9%
193736.283365342	9	0.9%
193773.070404044	9	0.9%
195759.872774126	8	0.8%
194099.750197626	8	0.8%
195285.853833707	8	0.8%
197915.557803746	8	0.8%
195840.864199343	8	0.8%
Other values (487)	849	80.8%
(Missing)	112	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173666.597202762	1	0.1%
191167.148853983	1	0.1%
191210.078732513	3	0.3%
191259.60234678	2	0.2%
191303.792863813	2	0.2%
191334.658955208	1	0.1%
191342.399599631	3	0.3%
191358.477626236	1	0.1%
191376.602183978	5	0.5%
191423.901538279	1	0.1%

Value	Count	Frequency (%)
202283.734225857	1	0.1%
198675.092821991	3	0.3%
198284.078546351	8	0.8%
198282.196473514	1	0.1%
198278.931088754	1	0.1%
198264.990666667	1	0.1%
198248.942426333	1	0.1%
198197.381114459	2	0.2%
198173.501979084	1	0.1%
198033.379026219	2	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	497
Distinct (%)	52.9%
Missing	112
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	442007.28

Minimum	417445.29
Maximum	443547.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	417445.29
5-th percentile	440959.55
Q1	441570.13
median	442164.62
Q3	442506.72
95-th percentile	442981.75
Maximum	443547.05
Range	26101.757
Interquartile range (IQR)	936.58899

Descriptive statistics

Standard deviation	1041.1846
Coefficient of variation (CV)	0.0023555826
Kurtosis	330.09477
Mean	442007.28
Median Absolute Deviation (MAD)	414.25081
Skewness	-14.248432
Sum	4.1504483 × 10⁸
Variance	1084065.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442281.682871214	12	1.1%
442663.498606503	11	1.0%
442142.468705229	9	0.9%
442593.593920989	9	0.9%
442270.419248856	9	0.9%
441941.015435004	8	0.8%
441002.10027233	8	0.8%
442724.651465949	8	0.8%
441570.126299442	8	0.8%
442344.066078404	8	0.8%
Other values (487)	849	80.8%
(Missing)	112	10.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
417445.292882621	1	0.1%
437966.878473039	1	0.1%
439023.167125842	1	0.1%
439787.715563055	2	0.2%
439816.999224208	2	0.2%
439852.868058712	1	0.1%
440040.309820942	1	0.1%
440080.722096024	1	0.1%
440082.792801758	1	0.1%
440102.354868197	1	0.1%

Value	Count	Frequency (%)
443547.049696825	1	0.1%
443440.789010155	1	0.1%
443341.379446435	3	0.3%
443280.395116602	1	0.1%
443273.487218185	1	0.1%
443241.362831726	1	0.1%
443221.321009043	1	0.1%
443177.032539307	1	0.1%
443165.346378076	3	0.3%
443149.499388188	1	0.1%

의료기관종별명
Categorical

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

<NA>	388
의원	349
치과의원	189
한의원	123
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2178877
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	388	36.9%
의원	349	33.2%
치과의원	189	18.0%
한의원	123	11.7%
보건소	1	0.1%
보건지소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	388	36.9%
의원	349	33.2%
치과의원	189	18.0%
한의원	123	11.7%
보건소	1	0.1%
보건지소	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	1.4%
Missing	388
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.1674208

Minimum	0
Maximum	22
Zeros	10
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0575697
Coefficient of variation (CV)	0.9059027
Kurtosis	245.6399
Mean	1.1674208
Median Absolute Deviation (MAD)	0
Skewness	13.818734
Sum	774
Variance	1.1184536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	589	56.0%
2	48	4.6%
0	10	1.0%
3	8	0.8%
5	3	0.3%
6	2	0.2%
22	1	0.1%
12	1	0.1%
4	1	0.1%
(Missing)	388	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	1.0%
1	589	56.0%
2	48	4.6%
3	8	0.8%
4	1	0.1%
5	3	0.3%
6	2	0.2%
12	1	0.1%
22	1	0.1%

Value	Count	Frequency (%)
22	1	0.1%
12	1	0.1%
6	2	0.2%
5	3	0.3%
4	1	0.1%
3	8	0.8%
2	48	4.6%
1	589	56.0%
0	10	1.0%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	388
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.23378582

Minimum	0
Maximum	10
Zeros	623
Zeros (%)	59.3%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.2184156
Coefficient of variation (CV)	5.2116744
Kurtosis	42.775958
Mean	0.23378582
Median Absolute Deviation (MAD)	0
Skewness	6.3856994
Sum	155
Variance	1.4845366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	623	59.3%
1	14	1.3%
2	6	0.6%
10	4	0.4%
3	4	0.4%
4	4	0.4%
9	3	0.3%
8	2	0.2%
6	1	0.1%
7	1	0.1%
(Missing)	388	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	623	59.3%
1	14	1.3%
2	6	0.6%
3	4	0.4%
4	4	0.4%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	2	0.2%
9	3	0.3%

Value	Count	Frequency (%)
10	4	0.4%
9	3	0.3%
8	2	0.2%
7	1	0.1%
6	1	0.1%
5	1	0.1%
4	4	0.4%
3	4	0.4%
2	6	0.6%
1	14	1.3%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	3.0%
Missing	388
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.0889894

Minimum	0
Maximum	29
Zeros	602
Zeros (%)	57.3%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5.9
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.7673597
Coefficient of variation (CV)	4.3777832
Kurtosis	23.960083
Mean	1.0889894
Median Absolute Deviation (MAD)	0
Skewness	4.9420961
Sum	722
Variance	22.727718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	602	57.3%
1	12	1.1%
29	9	0.9%
2	6	0.6%
4	4	0.4%
6	4	0.4%
3	4	0.4%
16	3	0.3%
28	3	0.3%
20	2	0.2%
Other values (10)	14	1.3%
(Missing)	388	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	602	57.3%
1	12	1.1%
2	6	0.6%
3	4	0.4%
4	4	0.4%
5	1	0.1%
6	4	0.4%
8	2	0.2%
9	2	0.2%
10	2	0.2%

Value	Count	Frequency (%)
29	9	0.9%
28	3	0.3%
26	1	0.1%
25	2	0.2%
24	1	0.1%
22	1	0.1%
21	1	0.1%
20	2	0.2%
16	3	0.3%
11	1	0.1%

총면적
Real number (ℝ)

MISSING

Distinct	522
Distinct (%)	78.7%
Missing	388
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	142.67376

Minimum	30.5
Maximum	865.23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.4 KiB

Quantile statistics

Minimum	30.5
5-th percentile	50
Q1	75.795
median	110
Q3	164.1
95-th percentile	345.682
Maximum	865.23
Range	834.73
Interquartile range (IQR)	88.305

Descriptive statistics

Standard deviation	117.11458
Coefficient of variation (CV)	0.82085581
Kurtosis	10.901128
Mean	142.67376
Median Absolute Deviation (MAD)	40.07
Skewness	2.9816273
Sum	94592.7
Variance	13715.825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50.0	67	6.4%
126.0	6	0.6%
60.0	5	0.5%
174.0	4	0.4%
110.0	4	0.4%
97.0	4	0.4%
116.0	4	0.4%
150.0	3	0.3%
112.0	3	0.3%
132.0	3	0.3%
Other values (512)	560	53.3%
(Missing)	388	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.5	1	0.1%
34.38	1	0.1%
34.75	1	0.1%
41.4	1	0.1%
42.35	1	0.1%
42.82	1	0.1%
43.2	1	0.1%
43.73	1	0.1%
47.29	1	0.1%
48.38	1	0.1%

Value	Count	Frequency (%)
865.23	1	0.1%
788.48	1	0.1%
767.0	1	0.1%
746.0	1	0.1%
713.0	1	0.1%
700.0	1	0.1%
690.0	1	0.1%
663.0	1	0.1%
638.0	1	0.1%
632.69	1	0.1%

진료과목내용
Text

MISSING

Distinct	245
Distinct (%)	37.0%
Missing	388
Missing (%)	36.9%
Memory size	8.3 KiB

Length

Max length	87
Median length	3
Mean length	14.179487
Min length	3

Characters and Unicode

Total characters	9401
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	203 ?
Unique (%)	30.6%

Sample

1st row	401
2nd row	401
3rd row	301
4th row	401
5th row	301

Value	Count	Frequency (%)
101	181	7.2%
401	157	6.2%
114	129	5.1%
301	124	4.9%
111	105	4.2%
113	92	3.7%
308	79	3.1%
105	79	3.1%
304	79	3.1%
303	78	3.1%
Other values (46)	1413	56.2%

Most occurring characters

Value	Count	Frequency (%)
1	2296	24.4%
0	1948	20.7%
	1853	19.7%
3	937	10.0%
4	886	9.4%
2	604	6.4%
5	278	3.0%
8	180	1.9%
6	172	1.8%
7	139	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7548	80.3%
Space Separator	1853	19.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2296	30.4%
0	1948	25.8%
3	937	12.4%
4	886	11.7%
2	604	8.0%
5	278	3.7%
8	180	2.4%
6	172	2.3%
7	139	1.8%
9	108	1.4%

Space Separator

Value	Count	Frequency (%)
	1853	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9401	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2296	24.4%
0	1948	20.7%
	1853	19.7%
3	937	10.0%
4	886	9.4%
2	604	6.4%
5	278	3.0%
8	180	1.9%
6	172	1.8%
7	139	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9401	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2296	24.4%
0	1948	20.7%
	1853	19.7%
3	937	10.0%
4	886	9.4%
2	604	6.4%
5	278	3.0%
8	180	1.9%
6	172	1.8%
7	139	1.5%

진료과목내용명
Text

MISSING

Distinct	184
Distinct (%)	27.8%
Missing	388
Missing (%)	36.9%
Memory size	8.3 KiB

Length

Max length	145
Median length	132
Mean length	22.987934
Min length	2

Characters and Unicode

Total characters	15241
Distinct characters	65
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	140 ?
Unique (%)	21.1%

Sample

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

Value	Count	Frequency (%)
내과	181	7.2%
치과	160	6.4%
피부과	129	5.1%
한방내과	124	4.9%
소아청소년과	105	4.2%
이비인후과	92	3.7%
한방안?이비인후?피부과	79	3.1%
정형외과	79	3.1%
침구과	79	3.1%
한방소아과	78	3.1%
Other values (36)	1410	56.0%

Most occurring characters

Value	Count	Frequency (%)
과	2701	17.7%
,	1853	12.2%
	1853	12.2%
방	597	3.9%
치	584	3.8%
한	519	3.4%
의	373	2.4%
학	373	2.4%
내	364	2.4%
소	351	2.3%
Other values (55)	5673	37.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11377	74.6%
Other Punctuation	2011	13.2%
Space Separator	1853	12.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	2701	23.7%
방	597	5.2%
치	584	5.1%
한	519	4.6%
의	373	3.3%
학	373	3.3%
내	364	3.2%
소	351	3.1%
부	338	3.0%
정	317	2.8%
Other values (52)	4860	42.7%

Other Punctuation

Value	Count	Frequency (%)
,	1853	92.1%
?	158	7.9%

Space Separator

Value	Count	Frequency (%)
	1853	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11377	74.6%
Common	3864	25.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	2701	23.7%
방	597	5.2%
치	584	5.1%
한	519	4.6%
의	373	3.3%
학	373	3.3%
내	364	3.2%
소	351	3.1%
부	338	3.0%
정	317	2.8%
Other values (52)	4860	42.7%

Common

Value	Count	Frequency (%)
,	1853	48.0%
	1853	48.0%
?	158	4.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11377	74.6%
ASCII	3864	25.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	2701	23.7%
방	597	5.2%
치	584	5.1%
한	519	4.6%
의	373	3.3%
학	373	3.3%
내	364	3.2%
소	351	3.1%
부	338	3.0%
정	317	2.8%
Other values (52)	4860	42.7%

ASCII

Value	Count	Frequency (%)
,	1853	48.0%
	1853	48.0%
?	158	4.1%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

0	663
<NA>	388

Length

Max length	4
Median length	1
Mean length	2.1075167
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	663	63.1%
<NA>	388	36.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	663	63.1%
na	388	36.9%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

0	663
<NA>	388

Length

Max length	4
Median length	1
Mean length	2.1075167
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	663	63.1%
<NA>	388	36.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	663	63.1%
na	388	36.9%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.3 KiB

0	663
<NA>	388

Length

Max length	4
Median length	1
Mean length	2.1075167
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	663	63.1%
<NA>	388	36.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	663	63.1%
na	388	36.9%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1051
Missing (%)	100.0%
Memory size	9.4 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	3200000	PHMA119713200033041100001	19710610	<NA>	3	폐업	3	폐업	20140721	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	신림1동 1634-12	서울특별시 관악구 신림로 275-1 (신림동)	151015	상호치과의원	2014-07-21 17:27:30	I	2018-08-31 23:59:59.0	치과의원	193838.50535	441884.430548	치과의원	1	0	0	50.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3200000	PHMA119713200033041100002	19710610	<NA>	3	폐업	3	폐업	20120809	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	봉천3동 14-37	<NA>	<NA>	이종우치과의원	2012-08-09 16:22:43	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	0	0	50.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3200000	PHMA119713200033041100003	19710610	<NA>	3	폐업	3	폐업	20091111	20090701	20101231	<NA>	<NA>	<NA>	<NA>	봉천3동14-53	<NA>	<NA>	명성한의원	2009-11-18 17:38:18	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0	0	50.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3200000	PHMA119713200033041100004	19710610	<NA>	3	폐업	3	폐업	20140902	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	신림3동 635-23	서울특별시 관악구 난곡로 176 (신림동)	151015	김용준치과의원	2014-09-02 17:19:18	I	2018-08-31 23:59:59.0	치과의원	192860.314998	440958.073686	치과의원	1	0	0	50.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3200000	PHMA119713200033041100005	19710610	<NA>	3	폐업	3	폐업	20140710	<NA>	<NA>	<NA>	<NA>	<NA>	151892	서울특별시 관악구 신림동 1433번지 43호	서울특별시 관악구 남부순환로 1607 (신림동)	151892	영신한의원	2014-07-10 10:54:59	I	2018-08-31 23:59:59.0	한의원	193672.704403	442473.494113	한의원	1	0	0	50.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3200000	PHMA119713200033041100006	19710610	<NA>	3	폐업	3	폐업	20180725	<NA>	<NA>	<NA>	02-877-2875	<NA>	<NA>	봉천10동 34-41	서울특별시 관악구 관악로 227 (봉천동)	8744	정인환치과의원	2018-09-07 09:22:44	U	2018-09-07 23:59:59.0	치과의원	195970.471414	442528.359257	치과의원	1	0	0	50.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3200000	PHMA119713200033041100007	19710618	<NA>	3	폐업	3	폐업	20210225	<NA>	<NA>	<NA>	02-877-8052	<NA>	151015	서울특별시 관악구 신림동 1514번지 0호	서울특별시 관악구 신림로 137 (신림동)	8812	서울한의원	2021-03-03 09:32:19	U	2021-03-05 02:40:00.0	한의원	194099.750198	441002.100272	한의원	1	0	0	50.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3200000	PHMA119713200033041100008	1971-08-12	<NA>	3	폐업	3	폐업	2022-04-29	<NA>	<NA>	<NA>	02-877-2252	<NA>	151-050	서울특별시 관악구	서울특별시 관악구 은천로 114 (봉천동)	8743	고운이치과의원	2023-03-06 17:21:22	U	2022-12-03 00:08:00.0	치과의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	3200000	PHMA119713200033041100009	2004-04-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-886-0003	<NA>	151-855	서울특별시 관악구 신림동 96번지 96호	서울특별시 관악구 신림로 200 (신림동)	8836	김한의원	2024-01-23 11:17:14	U	2023-11-30 22:05:00.0	한의원	194369.825394	441454.264687	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	3200000	PHMA119723200033041100001	19721030	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3661-1138	<NA>	<NA>	봉천11동 1656-1	서울특별시 관악구 남부순환로 1956 (봉천동)	8793	영락가정의학과의원	2017-09-05 18:40:40	I	2018-08-31 23:59:59.0	의원	196923.039674	441518.761603	의원	1	0	0	91.18	122 118 115 114 113 112 111 105 104 103 102 101	내과, 신경과, 정신건강의학과, 외과, 정형외과, 소아청소년과, 안과, 이비인후과, 피부과, 비뇨의학과, 병리과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
1041	3200000	PHMA120243200033041100002	2024-03-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-878-1357	<NA>	<NA>	서울특별시 관악구 봉천동 1687-22 한국해양소년단연맹	서울특별시 관악구 남부순환로 1935, 한국해양소년단연맹 2층 (봉천동)	8801	행운치과의원	2024-03-22 03:43:28	U	2023-12-02 22:04:00.0	치과의원	196785.803628	441646.001048	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1042	3200000	PHMA120243200033041100003	2024-03-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-4148-3663	<NA>	<NA>	서울특별시 관악구 봉천동 926-33	서울특별시 관악구 남부순환로 1733, 6층 (봉천동)	8757	서울모두신경과의원	2024-03-22 01:13:17	U	2023-12-02 22:04:00.0	의원	194867.533801	442268.354796	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1043	3200000	PHMA120243200033041100004	2024-03-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3285-5526	<NA>	<NA>	서울특별시 관악구 봉천동 852-2 서호빌딩	서울특별시 관악구 봉천로 488, 서호빌딩 2층 (봉천동)	8738	관악정내과의원	2024-03-29 02:43:19	U	2023-12-02 21:01:00.0	의원	195852.084038	442142.468705	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1044	3200000	PHMA120243200033041100005	2022-12-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	032)421-1177	<NA>	<NA>	인천광역시 남동구 구월동 1475 벽성빌딩	인천광역시 남동구 인하로507번길 4, 벽성빌딩 2층 201호, 202호 (구월동)	21574	제일안과의원	2024-03-27 15:02:42	D	2023-12-02 22:09:00.0	의원	173666.597203	437966.878473	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1045	3200000	PHMA120243200033041100006	2024-03-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-886-7777	<NA>	<NA>	서울특별시 관악구 봉천동 1687-13	서울특별시 관악구 남부순환로 1933, 2,3층 (봉천동)	8801	기댈마취통증의학과의원	2024-03-29 02:43:20	U	2023-12-02 21:01:00.0	의원	196759.114231	441658.741814	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1046	3200000	PHMA120243200033041100007	2024-03-20	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-588-2879	<NA>	<NA>	<NA>	서울특별시 관악구 남부순환로 2082-25, 3층 (남현동)	8806	365탑치과의원	2024-04-08 11:00:01	U	2023-12-03 23:00:00.0	치과의원	198248.942426	441541.599784	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1047	3200000	PHMA120243200033041100008	2022-12-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-867-1176	<NA>	<NA>	서울특별시 관악구 신림동 613-3 3층	서울특별시 관악구 난우길 10, 3층 (신림동)	8852	제일안과의원	2024-04-18 20:43:19	U	2023-12-03 22:00:00.0	의원	192754.582608	441315.734046	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1048	3200000	PHMA120243200033041100009	2024-04-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3285-7528	<NA>	<NA>	서울특별시 관악구 봉천동 1601-22	서울특별시 관악구 남부순환로 1852, 4층 (봉천동)	8789	153치과의원	2024-04-30 13:46:11	I	2023-12-05 00:02:00.0	치과의원	195998.790182	441971.086567	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1049	3200000	PHMA120243200033041100010	2024-04-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-7542	<NA>	<NA>	서울특별시 관악구 신림동 706-48 케이앤제이빌딩, 4층	서울특별시 관악구 난곡로 193, 케이앤제이빌딩 4층 (신림동)	8858	난곡허준한의원	2024-05-03 10:39:16	U	2023-12-05 00:05:00.0	한의원	192773.595944	441122.559781	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1050	3200000	PHMA120243200033041100011	2024-05-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-886-5780	<NA>	<NA>	서울특별시 관악구 봉천동 884-44 미래드림여성병원	서울특별시 관악구 남부순환로 1785, 지하1,지상2,3층 (봉천동)	8758	라비뉴여성의원	2024-05-09 16:20:23	I	2023-12-04 23:01:00.0	의원	195387.990236	442205.889844	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Most occurring scripts

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Most occurring scripts

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Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

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Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation

Space Separator

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