gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	533
Missing cells	7938
Missing cells (%)	36.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	181.8 KiB
Average record size in memory	349.2 B

Variable types

Categorical	11
Text	8
DateTime	7
Unsupported	8
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	금천구
URL	https://data.seoul.go.kr/dataList/OA-16231/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` has constant value ""	Constant
`영업상태코드` is highly imbalanced (50.2%)	Imbalance
`영업상태명` is highly imbalanced (50.2%)	Imbalance
`상세영업상태코드` is highly imbalanced (56.9%)	Imbalance
`상세영업상태명` is highly imbalanced (56.9%)	Imbalance
`인허가취소일자` has 532 (99.8%) missing values	Missing
`폐업일자` has 357 (67.0%) missing values	Missing
`휴업시작일자` has 524 (98.3%) missing values	Missing
`휴업종료일자` has 524 (98.3%) missing values	Missing
`재개업일자` has 533 (100.0%) missing values	Missing
`전화번호` has 16 (3.0%) missing values	Missing
`소재지면적` has 533 (100.0%) missing values	Missing
`소재지우편번호` has 240 (45.0%) missing values	Missing
`지번주소` has 50 (9.4%) missing values	Missing
`도로명주소` has 36 (6.8%) missing values	Missing
`도로명우편번호` has 53 (9.9%) missing values	Missing
`좌표정보(X)` has 50 (9.4%) missing values	Missing
`좌표정보(Y)` has 50 (9.4%) missing values	Missing
`의료인수` has 207 (38.8%) missing values	Missing
`입원실수` has 207 (38.8%) missing values	Missing
`병상수` has 207 (38.8%) missing values	Missing
`총면적` has 207 (38.8%) missing values	Missing
`진료과목내용` has 207 (38.8%) missing values	Missing
`진료과목내용명` has 207 (38.8%) missing values	Missing
`지정취소일자` has 533 (100.0%) missing values	Missing
`완화의료지정형태` has 533 (100.0%) missing values	Missing
`완화의료담당부서명` has 533 (100.0%) missing values	Missing
`총인원` has 533 (100.0%) missing values	Missing
`구조사수` has 533 (100.0%) missing values	Missing
`최초지정일자` has 533 (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
`의료인수` has 14 (2.6%) zeros	Zeros
`입원실수` has 301 (56.5%) zeros	Zeros
`병상수` has 299 (56.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:14:44.545528
Analysis finished	2024-05-11 06:14:45.778000
Duration	1.23 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

3170000	533

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3170000
2nd row	3170000
3rd row	3170000
4th row	3170000
5th row	3170000

Common Values

Value	Count	Frequency (%)
3170000	533	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3170000	533	100.0%

관리번호
Text

UNIQUE

Distinct	533
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

Length

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

Characters and Unicode

Total characters	13325
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	533 ?
Unique (%)	100.0%

Sample

1st row	PHMA119663170035041100001
2nd row	PHMA119703170035041100001
3rd row	PHMA119703170035041100002
4th row	PHMA119733170035041100001
5th row	PHMA119733170035041100002

Value	Count	Frequency (%)
phma119663170035041100001	1	0.2%
phma120123170035041100012	1	0.2%
phma120143170035041100001	1	0.2%
phma120133170035041100017	1	0.2%
phma120133170035041100016	1	0.2%
phma120133170035041100015	1	0.2%
phma120133170035041100014	1	0.2%
phma120133170035041100013	1	0.2%
phma120133170035041100012	1	0.2%
phma120133170035041100011	1	0.2%
Other values (523)	523	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	4190	31.4%
1	2748	20.6%
3	1191	8.9%
4	649	4.9%
2	643	4.8%
7	633	4.8%
5	625	4.7%
P	533	4.0%
H	533	4.0%
M	533	4.0%
Other values (4)	1047	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11193	84.0%
Uppercase Letter	2132	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4190	37.4%
1	2748	24.6%
3	1191	10.6%
4	649	5.8%
2	643	5.7%
7	633	5.7%
5	625	5.6%
9	288	2.6%
8	127	1.1%
6	99	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	533	25.0%
H	533	25.0%
M	533	25.0%
A	533	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11193	84.0%
Latin	2132	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4190	37.4%
1	2748	24.6%
3	1191	10.6%
4	649	5.8%
2	643	5.7%
7	633	5.7%
5	625	5.6%
9	288	2.6%
8	127	1.1%
6	99	0.9%

Latin

Value	Count	Frequency (%)
P	533	25.0%
H	533	25.0%
M	533	25.0%
A	533	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13325	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4190	31.4%
1	2748	20.6%
3	1191	8.9%
4	649	4.9%
2	643	4.8%
7	633	4.8%
5	625	4.7%
P	533	4.0%
H	533	4.0%
M	533	4.0%
Other values (4)	1047	7.9%

인허가일자
Date

Distinct	501
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

Minimum	1966-06-25 00:00:00
Maximum	2024-03-12 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Date

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	532
Missing (%)	99.8%
Memory size	4.3 KiB

Minimum	2023-11-23 00:00:00
Maximum	2023-11-23 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

영업상태코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

1	352
3	176
5	3
2	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	352	66.0%
3	176	33.0%
5	3	0.6%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	352	66.0%
3	176	33.0%
5	3	0.6%
2	2	0.4%

영업상태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

영업/정상	352
폐업	176
제외/삭제/전출	3
휴업	2

Length

Max length	8
Median length	5
Mean length	4.0150094
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	352	66.0%
폐업	176	33.0%
제외/삭제/전출	3	0.6%
휴업	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	352	66.0%
폐업	176	33.0%
제외/삭제/전출	3	0.6%
휴업	2	0.4%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

13	352
3	176
15	2
2	2
99	1

Length

Max length	2
Median length	2
Mean length	1.6660413
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
13	352	66.0%
3	176	33.0%
15	2	0.4%
2	2	0.4%
99	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	352	66.0%
3	176	33.0%
15	2	0.4%
2	2	0.4%
99	1	0.2%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

영업중	352
폐업	176
전출	2
휴업	2
삭제	1

Length

Max length	3
Median length	3
Mean length	2.6604128
Min length	2

Unique

Unique	1 ?
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	352	66.0%
폐업	176	33.0%
전출	2	0.4%
휴업	2	0.4%
삭제	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	352	66.0%
폐업	176	33.0%
전출	2	0.4%
휴업	2	0.4%
삭제	1	0.2%

폐업일자
Date

MISSING

Distinct	165
Distinct (%)	93.8%
Missing	357
Missing (%)	67.0%
Memory size	4.3 KiB

Minimum	2007-06-15 00:00:00
Maximum	2024-05-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	524
Missing (%)	98.3%
Memory size	4.3 KiB

Minimum	2009-10-16 00:00:00
Maximum	2024-04-08 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

휴업종료일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	524
Missing (%)	98.3%
Memory size	4.3 KiB

Minimum	2009-12-31 00:00:00
Maximum	2024-05-31 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

전화번호
Text

MISSING

Distinct	492
Distinct (%)	95.2%
Missing	16
Missing (%)	3.0%
Memory size	4.3 KiB

Length

Max length	14
Median length	12
Mean length	9.4719536
Min length	8

Characters and Unicode

Total characters	4897
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	468 ?
Unique (%)	90.5%

Sample

1st row	856-9009
2nd row	802-0917
3rd row	802-0927
4th row	028020749
5th row	802-0853

Value	Count	Frequency (%)
808-8080	3	0.6%
891-8275	2	0.4%
887-2985	2	0.4%
02-855-7528	2	0.4%
892-8275	2	0.4%
805-2275	2	0.4%
02-867-6080	2	0.4%
869-8275	2	0.4%
02-1666-2500	2	0.4%
806-1256	2	0.4%
Other values (482)	496	95.9%

Most occurring characters

Value	Count	Frequency (%)
0	764	15.6%
8	746	15.2%
2	697	14.2%
-	656	13.4%
5	482	9.8%
7	367	7.5%
6	305	6.2%
9	263	5.4%
3	245	5.0%
1	240	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4241	86.6%
Dash Punctuation	656	13.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	764	18.0%
8	746	17.6%
2	697	16.4%
5	482	11.4%
7	367	8.7%
6	305	7.2%
9	263	6.2%
3	245	5.8%
1	240	5.7%
4	132	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	656	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4897	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	764	15.6%
8	746	15.2%
2	697	14.2%
-	656	13.4%
5	482	9.8%
7	367	7.5%
6	305	6.2%
9	263	5.4%
3	245	5.0%
1	240	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4897	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	764	15.6%
8	746	15.2%
2	697	14.2%
-	656	13.4%
5	482	9.8%
7	367	7.5%
6	305	6.2%
9	263	5.4%
3	245	5.0%
1	240	4.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

소재지우편번호
Text

MISSING

Distinct	87
Distinct (%)	29.7%
Missing	240
Missing (%)	45.0%
Memory size	4.3 KiB

Length

Max length	7
Median length	6
Mean length	6.1296928
Min length	6

Characters and Unicode

Total characters	1796
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	40 ?
Unique (%)	13.7%

Sample

1st row	153806
2nd row	153841
3rd row	153855
4th row	153857
5th row	153857

Value	Count	Frequency (%)
153858	19	6.5%
153813	16	5.5%
153841	16	5.5%
153857	14	4.8%
153864	11	3.8%
153807	11	3.8%
153832	9	3.1%
153844	8	2.7%
153830	8	2.7%
153823	7	2.4%
Other values (77)	174	59.4%

Most occurring characters

Value	Count	Frequency (%)
1	386	21.5%
3	376	20.9%
5	370	20.6%
8	274	15.3%
0	94	5.2%
2	71	4.0%
7	62	3.5%
4	60	3.3%
6	47	2.6%
-	38	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1758	97.9%
Dash Punctuation	38	2.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	386	22.0%
3	376	21.4%
5	370	21.0%
8	274	15.6%
0	94	5.3%
2	71	4.0%
7	62	3.5%
4	60	3.4%
6	47	2.7%
9	18	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1796	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	386	21.5%
3	376	20.9%
5	370	20.6%
8	274	15.3%
0	94	5.2%
2	71	4.0%
7	62	3.5%
4	60	3.3%
6	47	2.6%
-	38	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	386	21.5%
3	376	20.9%
5	370	20.6%
8	274	15.3%
0	94	5.2%
2	71	4.0%
7	62	3.5%
4	60	3.3%
6	47	2.6%
-	38	2.1%

지번주소
Text

MISSING

Distinct	431
Distinct (%)	89.2%
Missing	50
Missing (%)	9.4%
Memory size	4.3 KiB

Length

Max length	46
Median length	41
Mean length	27.258799
Min length	8

Characters and Unicode

Total characters	13166
Distinct characters	190
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	393 ?
Unique (%)	81.4%

Sample

1st row	서울특별시 금천구 독산1동 146-1
2nd row	서울특별시 금천구 시흥동 836번지 35호
3rd row	시흥5동 837-34번지
4th row	서울특별시 금천구 시흥1동 870번지
5th row	서울특별시 금천구 시흥1동882-47

Value	Count	Frequency (%)
서울특별시	456	16.8%
금천구	455	16.8%
시흥동	156	5.7%
독산동	124	4.6%
가산동	105	3.9%
2층	50	1.8%
3호	27	1.0%
5호	26	1.0%
8호	26	1.0%
3층	25	0.9%
Other values (493)	1265	46.6%

Most occurring characters

Value	Count	Frequency (%)
	2242	17.0%
시	677	5.1%
1	585	4.4%
동	498	3.8%
금	473	3.6%
천	472	3.6%
호	466	3.5%
서	458	3.5%
울	457	3.5%
특	456	3.5%
Other values (180)	6382	48.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7690	58.4%
Decimal Number	2955	22.4%
Space Separator	2242	17.0%
Dash Punctuation	99	0.8%
Other Punctuation	60	0.5%
Uppercase Letter	50	0.4%
Close Punctuation	23	0.2%
Open Punctuation	23	0.2%
Math Symbol	18	0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	677	8.8%
동	498	6.5%
금	473	6.2%
천	472	6.1%
호	466	6.1%
서	458	6.0%
울	457	5.9%
특	456	5.9%
별	456	5.9%
구	456	5.9%
Other values (145)	2821	36.7%

Uppercase Letter

Value	Count	Frequency (%)
T	9	18.0%
I	8	16.0%
A	7	14.0%
C	4	8.0%
W	3	6.0%
B	3	6.0%
M	2	4.0%
J	2	4.0%
H	2	4.0%
K	2	4.0%
Other values (6)	8	16.0%

Decimal Number

Value	Count	Frequency (%)
1	585	19.8%
2	433	14.7%
3	345	11.7%
0	328	11.1%
9	284	9.6%
8	279	9.4%
4	220	7.4%
5	216	7.3%
7	153	5.2%
6	112	3.8%

Other Punctuation

Value	Count	Frequency (%)
,	59	98.3%
.	1	1.7%

Lowercase Letter

Value	Count	Frequency (%)
l	4	66.7%
a	2	33.3%

Space Separator

Value	Count	Frequency (%)
	2242	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	99	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Math Symbol

Value	Count	Frequency (%)
~	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7690	58.4%
Common	5420	41.2%
Latin	56	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	677	8.8%
동	498	6.5%
금	473	6.2%
천	472	6.1%
호	466	6.1%
서	458	6.0%
울	457	5.9%
특	456	5.9%
별	456	5.9%
구	456	5.9%
Other values (145)	2821	36.7%

Latin

Value	Count	Frequency (%)
T	9	16.1%
I	8	14.3%
A	7	12.5%
C	4	7.1%
l	4	7.1%
W	3	5.4%
B	3	5.4%
a	2	3.6%
M	2	3.6%
J	2	3.6%
Other values (8)	12	21.4%

Common

Value	Count	Frequency (%)
	2242	41.4%
1	585	10.8%
2	433	8.0%
3	345	6.4%
0	328	6.1%
9	284	5.2%
8	279	5.1%
4	220	4.1%
5	216	4.0%
7	153	2.8%
Other values (7)	335	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7690	58.4%
ASCII	5476	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2242	40.9%
1	585	10.7%
2	433	7.9%
3	345	6.3%
0	328	6.0%
9	284	5.2%
8	279	5.1%
4	220	4.0%
5	216	3.9%
7	153	2.8%
Other values (25)	391	7.1%

Hangul

Value	Count	Frequency (%)
시	677	8.8%
동	498	6.5%
금	473	6.2%
천	472	6.1%
호	466	6.1%
서	458	6.0%
울	457	5.9%
특	456	5.9%
별	456	5.9%
구	456	5.9%
Other values (145)	2821	36.7%

도로명주소
Text

MISSING

Distinct	468
Distinct (%)	94.2%
Missing	36
Missing (%)	6.8%
Memory size	4.3 KiB

Length

Max length	61
Median length	50
Mean length	34.020121
Min length	21

Characters and Unicode

Total characters	16908
Distinct characters	228
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	440 ?
Unique (%)	88.5%

Sample

1st row	서울특별시 금천구 금하로 701 (시흥동)
2nd row	서울특별시 금천구 시흥대로 272 (시흥동)
3rd row	서울특별시 금천구 시흥대로 240 (시흥동)
4th row	서울특별시 금천구 금하로11길 6 (시흥동)
5th row	서울특별시 금천구 시흥대로 471-1 (독산동)

Value	Count	Frequency (%)
서울특별시	497	15.3%
금천구	495	15.2%
시흥동	199	6.1%
시흥대로	171	5.3%
독산동	166	5.1%
가산동	115	3.5%
2층	97	3.0%
독산로	65	2.0%
가산디지털1로	59	1.8%
금하로	57	1.8%
Other values (570)	1332	40.9%

Most occurring characters

Value	Count	Frequency (%)
	2756	16.3%
시	911	5.4%
,	626	3.7%
2	581	3.4%
1	581	3.4%
금	580	3.4%
동	523	3.1%
천	518	3.1%
산	509	3.0%
서	503	3.0%
Other values (218)	8820	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9538	56.4%
Decimal Number	2837	16.8%
Space Separator	2756	16.3%
Other Punctuation	627	3.7%
Close Punctuation	503	3.0%
Open Punctuation	503	3.0%
Uppercase Letter	84	0.5%
Math Symbol	28	0.2%
Dash Punctuation	27	0.2%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	911	9.6%
금	580	6.1%
동	523	5.5%
천	518	5.4%
산	509	5.3%
서	503	5.3%
울	499	5.2%
구	497	5.2%
특	497	5.2%
별	497	5.2%
Other values (178)	4004	42.0%

Uppercase Letter

Value	Count	Frequency (%)
A	15	17.9%
T	15	17.9%
I	11	13.1%
C	7	8.3%
B	6	7.1%
Y	5	6.0%
S	4	4.8%
H	4	4.8%
G	2	2.4%
K	2	2.4%
Other values (8)	13	15.5%

Decimal Number

Value	Count	Frequency (%)
2	581	20.5%
1	581	20.5%
3	345	12.2%
0	320	11.3%
4	250	8.8%
6	183	6.5%
9	166	5.9%
7	141	5.0%
5	139	4.9%
8	131	4.6%

Lowercase Letter

Value	Count	Frequency (%)
r	1	20.0%
e	1	20.0%
w	1	20.0%
o	1	20.0%
t	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	626	99.8%
.	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2756	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	503	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	503	100.0%

Math Symbol

Value	Count	Frequency (%)
~	28	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9538	56.4%
Common	7281	43.1%
Latin	89	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	911	9.6%
금	580	6.1%
동	523	5.5%
천	518	5.4%
산	509	5.3%
서	503	5.3%
울	499	5.2%
구	497	5.2%
특	497	5.2%
별	497	5.2%
Other values (178)	4004	42.0%

Latin

Value	Count	Frequency (%)
A	15	16.9%
T	15	16.9%
I	11	12.4%
C	7	7.9%
B	6	6.7%
Y	5	5.6%
S	4	4.5%
H	4	4.5%
G	2	2.2%
K	2	2.2%
Other values (13)	18	20.2%

Common

Value	Count	Frequency (%)
	2756	37.9%
,	626	8.6%
2	581	8.0%
1	581	8.0%
)	503	6.9%
(	503	6.9%
3	345	4.7%
0	320	4.4%
4	250	3.4%
6	183	2.5%
Other values (7)	633	8.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9538	56.4%
ASCII	7370	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2756	37.4%
,	626	8.5%
2	581	7.9%
1	581	7.9%
)	503	6.8%
(	503	6.8%
3	345	4.7%
0	320	4.3%
4	250	3.4%
6	183	2.5%
Other values (30)	722	9.8%

Hangul

Value	Count	Frequency (%)
시	911	9.6%
금	580	6.1%
동	523	5.5%
천	518	5.4%
산	509	5.3%
서	503	5.3%
울	499	5.2%
구	497	5.2%
특	497	5.2%
별	497	5.2%
Other values (178)	4004	42.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	115
Distinct (%)	24.0%
Missing	53
Missing (%)	9.9%
Infinite	0
Infinite (%)	0.0%
Mean	19464.69

Minimum	6108
Maximum	153864
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	6108
5-th percentile	8503
Q1	8534.5
median	8584
Q3	8628
95-th percentile	153807.1
Maximum	153864
Range	147756
Interquartile range (IQR)	93.5

Descriptive statistics

Standard deviation	38295.195
Coefficient of variation (CV)	1.9674187
Kurtosis	8.5151064
Mean	19464.69
Median Absolute Deviation (MAD)	44
Skewness	3.2372041
Sum	9343051
Variance	1.466522 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8628	36	6.8%
8584	20	3.8%
8523	14	2.6%
8568	13	2.4%
8626	13	2.4%
8507	13	2.4%
8506	12	2.3%
8511	12	2.3%
8644	12	2.3%
8632	10	1.9%
Other values (105)	325	61.0%
(Missing)	53	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6108	1	0.2%
8501	5	0.9%
8502	10	1.9%
8503	10	1.9%
8504	2	0.4%
8505	2	0.4%
8506	12	2.3%
8507	13	2.4%
8510	6	1.1%
8511	12	2.3%

Value	Count	Frequency (%)
153864	1	0.2%
153863	1	0.2%
153858	2	0.4%
153857	1	0.2%
153856	1	0.2%
153844	1	0.2%
153841	3	0.6%
153832	2	0.4%
153830	5	0.9%
153823	1	0.2%

사업장명
Text

Distinct	510
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

Length

Max length	22
Median length	20
Mean length	7.4840525
Min length	3

Characters and Unicode

Total characters	3989
Distinct characters	309
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	489 ?
Unique (%)	91.7%

Sample

1st row	오영희의원
2nd row	신진한의원
3rd row	김진수치과의원
4th row	오세료한의원
5th row	장안의원

Value	Count	Frequency (%)
가산연합의원	3	0.5%
우림연합의원	3	0.5%
이플란트치과의원	2	0.4%
한의원	2	0.4%
경희한의원	2	0.4%
늘봄치과의원	2	0.4%
서울소나무치과의원	2	0.4%
웰치과의원	2	0.4%
유정한의원	2	0.4%
서울믿음치과의원	2	0.4%
Other values (515)	528	96.0%

Most occurring characters

Value	Count	Frequency (%)
의	565	14.2%
원	542	13.6%
과	324	8.1%
치	155	3.9%
한	145	3.6%
이	67	1.7%
연	65	1.6%
세	63	1.6%
인	60	1.5%
정	55	1.4%
Other values (299)	1948	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3939	98.7%
Space Separator	17	0.4%
Open Punctuation	9	0.2%
Close Punctuation	9	0.2%
Decimal Number	6	0.2%
Uppercase Letter	4	0.1%
Lowercase Letter	3	0.1%
Other Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	565	14.3%
원	542	13.8%
과	324	8.2%
치	155	3.9%
한	145	3.7%
이	67	1.7%
연	65	1.7%
세	63	1.6%
인	60	1.5%
정	55	1.4%
Other values (286)	1898	48.2%

Uppercase Letter

Value	Count	Frequency (%)
T	1	25.0%
I	1	25.0%
W	1	25.0%
R	1	25.0%

Decimal Number

Value	Count	Frequency (%)
3	2	33.3%
6	2	33.3%
5	2	33.3%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3939	98.7%
Common	43	1.1%
Latin	7	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	565	14.3%
원	542	13.8%
과	324	8.2%
치	155	3.9%
한	145	3.7%
이	67	1.7%
연	65	1.7%
세	63	1.6%
인	60	1.5%
정	55	1.4%
Other values (286)	1898	48.2%

Common

Value	Count	Frequency (%)
	17	39.5%
(	9	20.9%
)	9	20.9%
3	2	4.7%
6	2	4.7%
5	2	4.7%
.	1	2.3%
-	1	2.3%

Latin

Value	Count	Frequency (%)
e	3	42.9%
T	1	14.3%
I	1	14.3%
W	1	14.3%
R	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3939	98.7%
ASCII	50	1.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	565	14.3%
원	542	13.8%
과	324	8.2%
치	155	3.9%
한	145	3.7%
이	67	1.7%
연	65	1.7%
세	63	1.6%
인	60	1.5%
정	55	1.4%
Other values (286)	1898	48.2%

ASCII

Value	Count	Frequency (%)
	17	34.0%
(	9	18.0%
)	9	18.0%
e	3	6.0%
3	2	4.0%
6	2	4.0%
5	2	4.0%
.	1	2.0%
T	1	2.0%
I	1	2.0%
Other values (3)	3	6.0%

최종수정일자
Date

Distinct	457
Distinct (%)	85.7%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

Minimum	2009-02-24 17:03:40
Maximum	2024-05-09 23:43:16

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

U	327
I	206

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 (%)
U	327	61.4%
I	206	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	327	61.4%
i	206	38.6%

데이터갱신일자
Date

Distinct	246
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Memory size	4.3 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 (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

의원	264
치과의원	152
한의원	116
보건소	1

Length

Max length	4
Median length	3
Mean length	2.7898687
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	264	49.5%
치과의원	152	28.5%
한의원	116	21.8%
보건소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	264	49.5%
치과의원	152	28.5%
한의원	116	21.8%
보건소	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	245
Distinct (%)	50.7%
Missing	50
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%
Mean	190940.67

Minimum	189055.14
Maximum	203194.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	189055.14
5-th percentile	189434.72
Q1	190498.33
median	191164.1
Q3	191389.03
95-th percentile	191966.19
Maximum	203194.72
Range	14139.579
Interquartile range (IQR)	890.70033

Descriptive statistics

Standard deviation	976.82204
Coefficient of variation (CV)	0.0051158405
Kurtosis	50.279735
Mean	190940.67
Median Absolute Deviation (MAD)	325.7801
Skewness	3.7610726
Sum	92224346
Variance	954181.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190858.649482406	15	2.8%
189538.020935968	12	2.3%
191234.143902029	11	2.1%
189452.382474246	10	1.9%
191203.246076285	9	1.7%
189378.332493727	8	1.5%
191917.450107657	7	1.3%
191823.026849977	6	1.1%
192742.326147617	6	1.1%
190873.400602454	6	1.1%
Other values (235)	393	73.7%
(Missing)	50	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189055.138252216	2	0.4%
189089.927764903	1	0.2%
189228.282678816	2	0.4%
189232.30642848	4	0.8%
189282.557380259	1	0.2%
189350.592434703	1	0.2%
189369.53962474	2	0.4%
189378.332493727	8	1.5%
189410.77946857	1	0.2%
189417.708595762	1	0.2%

Value	Count	Frequency (%)
203194.717288906	1	0.2%
192754.34619252	1	0.2%
192742.326147617	6	1.1%
192368.43764933	4	0.8%
192350.237217477	1	0.2%
192244.730911438	1	0.2%
192222.412142273	2	0.4%
192160.494815615	1	0.2%
192125.176170071	1	0.2%
192036.660784786	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	245
Distinct (%)	50.7%
Missing	50
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%
Mean	440327.14

Minimum	436946.36
Maximum	445289.19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	436946.36
5-th percentile	438680.86
Q1	439087.64
median	440409.72
Q3	441536.39
95-th percentile	442134.93
Maximum	445289.19
Range	8342.8349
Interquartile range (IQR)	2448.7509

Descriptive statistics

Standard deviation	1295.2144
Coefficient of variation (CV)	0.002941482
Kurtosis	-0.89485913
Mean	440327.14
Median Absolute Deviation (MAD)	1264.8462
Skewness	0.048569347
Sum	2.1267801 × 10⁸
Variance	1677580.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
440808.541334678	15	2.8%
441982.427934953	12	2.3%
438993.253764531	11	2.1%
442205.867457803	10	1.9%
439087.640568427	9	1.7%
442066.99866487	8	1.5%
438699.77460936	7	1.3%
438834.378061101	6	1.1%
438460.667319682	6	1.1%
440849.69904447	6	1.1%
Other values (235)	393	73.7%
(Missing)	50	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
436946.358720615	1	0.2%
436946.60407049	1	0.2%
437689.38449215	2	0.4%
437777.824339474	1	0.2%
437792.713058127	1	0.2%
437914.06299827	1	0.2%
437915.621690013	1	0.2%
438307.022609784	3	0.6%
438391.928915231	1	0.2%
438460.667319682	6	1.1%

Value	Count	Frequency (%)
445289.193610516	1	0.2%
442569.300676147	1	0.2%
442478.356256941	4	0.8%
442417.955057116	1	0.2%
442309.174987731	1	0.2%
442205.867457803	10	1.9%
442174.424111843	1	0.2%
442143.206055455	1	0.2%
442139.514492212	5	0.9%
442093.648596802	3	0.6%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

<NA>	207
의원	163
치과의원	104
한의원	58
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2776735
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	207	38.8%
의원	163	30.6%
치과의원	104	19.5%
한의원	58	10.9%
보건소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	207	38.8%
의원	163	30.6%
치과의원	104	19.5%
한의원	58	10.9%
보건소	1	0.2%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	2.5%
Missing	207
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.208589

Minimum	0
Maximum	7
Zeros	14
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8372408
Coefficient of variation (CV)	0.69274239
Kurtosis	24.436796
Mean	1.208589
Median Absolute Deviation (MAD)	0
Skewness	4.2754446
Sum	394
Variance	0.70097216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	263	49.3%
2	34	6.4%
0	14	2.6%
3	9	1.7%
7	3	0.6%
4	1	0.2%
5	1	0.2%
6	1	0.2%
(Missing)	207	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	2.6%
1	263	49.3%
2	34	6.4%
3	9	1.7%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	3	0.6%

Value	Count	Frequency (%)
7	3	0.6%
6	1	0.2%
5	1	0.2%
4	1	0.2%
3	9	1.7%
2	34	6.4%
1	263	49.3%
0	14	2.6%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	3.7%
Missing	207
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.4202454

Minimum	0
Maximum	14
Zeros	301
Zeros (%)	56.5%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.75
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7342047
Coefficient of variation (CV)	4.1266476
Kurtosis	24.928578
Mean	0.4202454
Median Absolute Deviation (MAD)	0
Skewness	4.8095975
Sum	137
Variance	3.0074658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	301	56.5%
5	5	0.9%
1	4	0.8%
3	3	0.6%
8	3	0.6%
4	2	0.4%
10	2	0.4%
7	2	0.4%
14	1	0.2%
2	1	0.2%
Other values (2)	2	0.4%
(Missing)	207	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	301	56.5%
1	4	0.8%
2	1	0.2%
3	3	0.6%
4	2	0.4%
5	5	0.9%
6	1	0.2%
7	2	0.4%
8	3	0.6%
10	2	0.4%

Value	Count	Frequency (%)
14	1	0.2%
11	1	0.2%
10	2	0.4%
8	3	0.6%
7	2	0.4%
6	1	0.2%
5	5	0.9%
4	2	0.4%
3	3	0.6%
2	1	0.2%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	3.7%
Missing	207
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.4110429

Minimum	0
Maximum	29
Zeros	299
Zeros (%)	56.1%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	14
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.6717709
Coefficient of variation (CV)	4.0195594
Kurtosis	16.517559
Mean	1.4110429
Median Absolute Deviation (MAD)	0
Skewness	4.1876775
Sum	460
Variance	32.168985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	299	56.1%
29	10	1.9%
3	3	0.6%
1	3	0.6%
14	3	0.6%
19	2	0.4%
2	1	0.2%
17	1	0.2%
6	1	0.2%
22	1	0.2%
Other values (2)	2	0.4%
(Missing)	207	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	299	56.1%
1	3	0.6%
2	1	0.2%
3	3	0.6%
6	1	0.2%
10	1	0.2%
14	3	0.6%
17	1	0.2%
19	2	0.4%
21	1	0.2%

Value	Count	Frequency (%)
29	10	1.9%
22	1	0.2%
21	1	0.2%
19	2	0.4%
17	1	0.2%
14	3	0.6%
10	1	0.2%
6	1	0.2%
3	3	0.6%
2	1	0.2%

총면적
Real number (ℝ)

MISSING

Distinct	295
Distinct (%)	90.5%
Missing	207
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	167.43865

Minimum	0
Maximum	1566.26
Zeros	4
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	4.8 KiB

Quantile statistics

Minimum	0
5-th percentile	60.025
Q1	92.64
median	131.78
Q3	173.8225
95-th percentile	382.2175
Maximum	1566.26
Range	1566.26
Interquartile range (IQR)	81.1825

Descriptive statistics

Standard deviation	165.38808
Coefficient of variation (CV)	0.98775333
Kurtosis	31.414513
Mean	167.43865
Median Absolute Deviation (MAD)	39.535
Skewness	4.8727653
Sum	54585
Variance	27353.218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4	0.8%
109.89	3	0.6%
69.3	3	0.6%
87.8	3	0.6%
109.0	3	0.6%
160.0	3	0.6%
109.5	3	0.6%
103.08	2	0.4%
120.38	2	0.4%
149.58	2	0.4%
Other values (285)	298	55.9%
(Missing)	207	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	0.8%
14.35	1	0.2%
31.45	1	0.2%
32.56	1	0.2%
33.8	1	0.2%
35.29	1	0.2%
42.56	2	0.4%
51.75	1	0.2%
53.72	1	0.2%
58.3	1	0.2%

Value	Count	Frequency (%)
1566.26	1	0.2%
1445.12	1	0.2%
1159.58	1	0.2%
862.92	1	0.2%
823.2	1	0.2%
673.5	1	0.2%
644.19	1	0.2%
631.75	2	0.4%
571.25	1	0.2%
558.75	1	0.2%

진료과목내용
Text

MISSING

Distinct	136
Distinct (%)	41.7%
Missing	207
Missing (%)	38.8%
Memory size	4.3 KiB

Length

Max length	55
Median length	43
Mean length	15.06135
Min length	3

Characters and Unicode

Total characters	4910
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	107 ?
Unique (%)	32.8%

Sample

1st row	110 111
2nd row	301 302 303 304 305 306 307 308 309
3rd row	401
4th row	122 113 112 101 104 110 115
5th row	301 302 303 304 305 306 307 308 309

Value	Count	Frequency (%)
101	106	8.1%
401	82	6.3%
111	79	6.0%
114	71	5.4%
303	58	4.4%
302	58	4.4%
301	58	4.4%
308	58	4.4%
306	57	4.4%
304	57	4.4%
Other values (40)	625	47.7%

Most occurring characters

Value	Count	Frequency (%)
1	1239	25.2%
	983	20.0%
0	981	20.0%
3	621	12.6%
4	414	8.4%
2	199	4.1%
5	150	3.1%
6	102	2.1%
8	95	1.9%
7	75	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3927	80.0%
Space Separator	983	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1239	31.6%
0	981	25.0%
3	621	15.8%
4	414	10.5%
2	199	5.1%
5	150	3.8%
6	102	2.6%
8	95	2.4%
7	75	1.9%
9	51	1.3%

Space Separator

Value	Count	Frequency (%)
	983	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4910	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1239	25.2%
	983	20.0%
0	981	20.0%
3	621	12.6%
4	414	8.4%
2	199	4.1%
5	150	3.1%
6	102	2.1%
8	95	1.9%
7	75	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4910	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1239	25.2%
	983	20.0%
0	981	20.0%
3	621	12.6%
4	414	8.4%
2	199	4.1%
5	150	3.1%
6	102	2.1%
8	95	1.9%
7	75	1.5%

진료과목내용명
Text

MISSING

Distinct	112
Distinct (%)	34.4%
Missing	207
Missing (%)	38.8%
Memory size	4.3 KiB

Length

Max length	82
Median length	67
Mean length	24.861963
Min length	2

Characters and Unicode

Total characters	8105
Distinct characters	67
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	85 ?
Unique (%)	26.1%

Sample

1st row	산부인과, 소아청소년과
2nd row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과, 한방응급과
3rd row	치과
4th row	내과, 외과, 산부인과, 안과, 이비인후과, 비뇨의학과, 가정의학과
5th row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과, 한방응급과

Value	Count	Frequency (%)
내과	106	8.1%
치과	82	6.3%
소아청소년과	79	6.0%
피부과	71	5.4%
한방소아과	58	4.4%
침구과	58	4.4%
한방부인과	58	4.4%
한방내과	58	4.4%
한방재활의학과	57	4.4%
한방안?이비인후?피부과	57	4.4%
Other values (33)	625	47.7%

Most occurring characters

Value	Count	Frequency (%)
과	1368	16.9%
,	983	12.1%
	983	12.1%
방	386	4.8%
한	369	4.6%
소	230	2.8%
치	213	2.6%
부	207	2.6%
인	191	2.4%
학	189	2.3%
Other values (57)	2986	36.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6025	74.3%
Other Punctuation	1097	13.5%
Space Separator	983	12.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1368	22.7%
방	386	6.4%
한	369	6.1%
소	230	3.8%
치	213	3.5%
부	207	3.4%
인	191	3.2%
학	189	3.1%
의	187	3.1%
내	180	3.0%
Other values (54)	2505	41.6%

Other Punctuation

Value	Count	Frequency (%)
,	983	89.6%
?	114	10.4%

Space Separator

Value	Count	Frequency (%)
	983	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6025	74.3%
Common	2080	25.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1368	22.7%
방	386	6.4%
한	369	6.1%
소	230	3.8%
치	213	3.5%
부	207	3.4%
인	191	3.2%
학	189	3.1%
의	187	3.1%
내	180	3.0%
Other values (54)	2505	41.6%

Common

Value	Count	Frequency (%)
,	983	47.3%
	983	47.3%
?	114	5.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6025	74.3%
ASCII	2080	25.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1368	22.7%
방	386	6.4%
한	369	6.1%
소	230	3.8%
치	213	3.5%
부	207	3.4%
인	191	3.2%
학	189	3.1%
의	187	3.1%
내	180	3.0%
Other values (54)	2505	41.6%

ASCII

Value	Count	Frequency (%)
,	983	47.3%
	983	47.3%
?	114	5.5%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

0	326
<NA>	207

Length

Max length	4
Median length	1
Mean length	2.1651032
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	326	61.2%
<NA>	207	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	326	61.2%
na	207	38.8%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

0	326
<NA>	207

Length

Max length	4
Median length	1
Mean length	2.1651032
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	326	61.2%
<NA>	207	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	326	61.2%
na	207	38.8%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.3 KiB

0	326
<NA>	207

Length

Max length	4
Median length	1
Mean length	2.1651032
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	326	61.2%
<NA>	207	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	326	61.2%
na	207	38.8%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	533
Missing (%)	100.0%
Memory size	4.8 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3170000	PHMA119663170035041100001	19660625	<NA>	3	폐업	3	폐업	20111117	<NA>	<NA>	<NA>	856-9009	<NA>	153806	서울특별시 금천구 독산1동 146-1	<NA>	<NA>	오영희의원	2011-11-17 16:05:36	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	76.84	110 111	산부인과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3170000	PHMA119703170035041100001	19700602	<NA>	3	폐업	3	폐업	20210426	<NA>	<NA>	<NA>	802-0917	<NA>	153841	서울특별시 금천구 시흥동 836번지 35호	서울특별시 금천구 금하로 701 (시흥동)	8573	신진한의원	2021-04-26 14:41:43	U	2021-04-28 02:40:00.0	한의원	191786.988598	438826.884783	한의원	1	0	0	132.6	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>
2	3170000	PHMA119703170035041100002	19700923	<NA>	3	폐업	3	폐업	20111222	<NA>	<NA>	<NA>	802-0927	<NA>	153855	시흥5동 837-34번지	<NA>	<NA>	김진수치과의원	2011-12-27 13:12:15	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	1	0	0	58.3	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3170000	PHMA119733170035041100001	19730328	<NA>	3	폐업	3	폐업	20221017	<NA>	<NA>	<NA>	028020749	<NA>	153857	서울특별시 금천구 시흥1동 870번지	서울특별시 금천구 시흥대로 272 (시흥동)	8624	오세료한의원	2022-10-17 11:39:06	U	2021-10-30 23:09:00.0	한의원	191057.876457	439534.325746	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	3170000	PHMA119733170035041100002	19730924	<NA>	3	폐업	3	폐업	20131231	<NA>	<NA>	<NA>	802-0853	<NA>	153857	서울특별시 금천구 시흥1동882-47	서울특별시 금천구 시흥대로 240 (시흥동)	153857	장안의원	2014-01-07 18:13:35	I	2018-08-31 23:59:59.0	의원	191150.014606	439245.123562	의원	1	0	0	186.5	122 113 112 101 104 110 115	내과, 외과, 산부인과, 안과, 이비인후과, 비뇨의학과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3170000	PHMA119763170035041100001	19760331	<NA>	3	폐업	3	폐업	20140319	<NA>	<NA>	<NA>	808-8954	<NA>	153856	시흥1동 841-49번지	서울특별시 금천구 금하로11길 6 (시흥동)	153856	시흥한의원	2014-04-01 17:19:39	I	2018-08-31 23:59:59.0	한의원	191383.045532	439124.056129	한의원	1	0	0	154.0	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>
6	3170000	PHMA119773170035041100001	19770819	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	855-0558	<NA>	153806	서울특별시 금천구 독산동 146번지 1호	서울특별시 금천구 시흥대로 471-1 (독산동)	8531	이기훈치과의원	2017-09-05 18:39:03	I	2018-08-31 23:59:59.0	치과의원	190923.96368	441510.743691	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3170000	PHMA119773170035041100002	19771025	<NA>	3	폐업	3	폐업	20200630	<NA>	<NA>	<NA>	028038629	<NA>	<NA>	서울특별시 금천구 시흥동 912번지 20호 에벤에셀프라자 3층	서울특별시 금천구 금하로 720, 3층 (시흥동, 에벤에셀프라자)	8644	해동한의원	2020-06-30 16:41:06	U	2020-07-02 02:40:00.0	한의원	191917.450108	438699.774609	한의원	1	0	0	90.9	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>
8	3170000	PHMA119783170035041100001	19780520	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	855-7547	<NA>	153823	서울특별시 금천구 독산동 967번지 9호	서울특별시 금천구 시흥대로 474 (독산동)	8540	김세진치과의원	2017-09-05 18:39:03	I	2018-08-31 23:59:59.0	치과의원	190999.108992	441526.689933	치과의원	1	0	0	42.56	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3170000	PHMA119783170035041100002	19781113	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	802-1323	<NA>	153858	서울특별시 금천구 시흥동 903번지 1호	서울특별시 금천구 시흥대로 192 (시흥동)	8630	박재관치과의원	2017-09-05 18:39:03	I	2018-08-31 23:59:59.0	치과의원	191299.684889	438778.294155	치과의원	1	0	0	102.31	401	치과	<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
523	3170000	PHMA120233170035041100010	2023-05-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2059-1133	<NA>	<NA>	<NA>	서울특별시 금천구 가산디지털1로 146, 106호 (가산동)	8507	리인한의원	2023-12-04 09:56:06	U	2022-11-02 00:06:00.0	한의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
524	3170000	PHMA120233170035041100011	2023-08-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 가산동 219-5 가산테라타워 231,232호	서울특별시 금천구 디지털로10길 78, 가산테라타워 231,232호 (가산동)	8517	가산테라치과의원	2024-03-15 05:13:12	U	2023-12-02 23:07:00.0	치과의원	190185.054136	441381.452927	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
525	3170000	PHMA120233170035041100012	2023-10-27	<NA>	3	폐업	3	폐업	2024-01-15	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 금천구 시흥동 1013 벽산5단지아파트 상가동 212~2호	서울특별시 금천구 금하로 816, 상가동 212~217호 (시흥동, 벽산5단지아파트)	8646	의사랑의원	2024-01-16 13:05:04	U	2023-11-30 23:08:00.0	의원	192742.326148	438460.66732	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
526	3170000	PHMA120233170035041100013	2018-06-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-514-8901	<NA>	<NA>	서울특별시 금천구 가산동 219-5 가산테라타워 227호	서울특별시 금천구 디지털로10길 78, 가산테라타워 227호 (가산동)	8517	지쉘의원	2023-11-27 14:25:47	U	2022-10-31 22:09:00.0	의원	190185.054136	441381.452927	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
527	3170000	PHMA120233170035041100014	2018-06-14	2023-11-23	5	제외/삭제/전출	99	삭제	<NA>	<NA>	<NA>	<NA>	02-514-8901	<NA>	<NA>	서울특별시 강남구 논현동 231-9 팍스타워	서울특별시 강남구 언주로 609, 팍스타워 B동 지하1층 8호 (논현동)	6108	지쉘의원	2023-11-23 15:19:50	I	2022-10-31 22:05:00.0	의원	203194.717289	445289.193611	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
528	3170000	PHMA120233170035041100015	2023-11-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	-1644-4930	<NA>	<NA>	<NA>	서울특별시 금천구 벚꽃로36길 30, 207~214호 (가산동)	8511	가산퍼스트정형외과의원	2024-04-12 00:13:17	U	2023-12-03 23:04:00.0	의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
529	3170000	PHMA120243170035041100001	2024-01-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2627-3377	<NA>	<NA>	서울특별시 금천구 가산동 481-4 벽산디지털밸리6차 2층 214호	서울특별시 금천구 가산디지털1로 219, 벽산디지털밸리6차 2층 214호 (가산동)	8501	연세우리치과의원	2024-02-23 04:13:12	U	2023-12-01 22:05:00.0	치과의원	189232.306428	442478.356257	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
530	3170000	PHMA120243170035041100002	2024-01-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-805-2669	<NA>	<NA>	서울특별시 금천구 시흥동 889-8 비즈메드빌딩 403호	서울특별시 금천구 시흥대로 214, 비즈메드빌딩 403호 (시흥동)	8628	평강한의원	2024-02-11 18:43:17	U	2023-12-01 23:03:00.0	한의원	191234.143902	438993.253765	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
531	3170000	PHMA120243170035041100003	2024-02-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6956-7554	<NA>	<NA>	서울특별시 금천구 시흥동 1013 벽산5단지아파트 상가1동 2층 212~217호	서울특별시 금천구 금하로 816, 상가1동 2층 212~217호 (시흥동, 벽산5단지아파트)	8646	의사랑의원	2024-02-23 00:43:17	U	2023-12-01 22:05:00.0	의원	192742.326148	438460.66732	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
532	3170000	PHMA120243170035041100004	2024-03-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2225-8410	<NA>	<NA>	서울특별시 금천구 가산동 691 대륭테크노타운 20차 2층 201호,202호	서울특별시 금천구 가산디지털1로 5, 대륭테크노타운 20차 2층 201호,202호 (가산동)	8594	아침해 정신건강의학과의원	2024-03-28 21:43:13	U	2023-12-02 21:00:00.0	의원	189920.528611	440521.855249	<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)

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

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

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter