gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	838
Missing cells	12120
Missing cells (%)	35.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	286.6 KiB
Average record size in memory	350.2 B

Variable types

Categorical	12
Text	8
DateTime	6
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	구로구
URL	https://data.seoul.go.kr/dataList/OA-16230/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`인허가취소일자` is highly imbalanced (98.7%)	Imbalance
`영업상태코드` is highly imbalanced (51.9%)	Imbalance
`영업상태명` is highly imbalanced (51.9%)	Imbalance
`상세영업상태코드` is highly imbalanced (58.4%)	Imbalance
`상세영업상태명` is highly imbalanced (58.4%)	Imbalance
`폐업일자` has 582 (69.5%) missing values	Missing
`휴업시작일자` has 832 (99.3%) missing values	Missing
`휴업종료일자` has 832 (99.3%) missing values	Missing
`재개업일자` has 838 (100.0%) missing values	Missing
`전화번호` has 12 (1.4%) missing values	Missing
`소재지면적` has 838 (100.0%) missing values	Missing
`소재지우편번호` has 642 (76.6%) missing values	Missing
`지번주소` has 89 (10.6%) missing values	Missing
`도로명주소` has 105 (12.5%) missing values	Missing
`도로명우편번호` has 134 (16.0%) missing values	Missing
`좌표정보(X)` has 117 (14.0%) missing values	Missing
`좌표정보(Y)` has 117 (14.0%) missing values	Missing
`의료인수` has 325 (38.8%) missing values	Missing
`입원실수` has 325 (38.8%) missing values	Missing
`병상수` has 325 (38.8%) missing values	Missing
`총면적` has 325 (38.8%) missing values	Missing
`진료과목내용` has 327 (39.0%) missing values	Missing
`진료과목내용명` has 327 (39.0%) missing values	Missing
`지정취소일자` has 838 (100.0%) missing values	Missing
`완화의료지정형태` has 838 (100.0%) missing values	Missing
`완화의료담당부서명` has 838 (100.0%) missing values	Missing
`총인원` has 838 (100.0%) missing values	Missing
`구조사수` has 838 (100.0%) missing values	Missing
`최초지정일자` has 838 (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 484 (57.8%) zeros	Zeros
`병상수` has 474 (56.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 18:55:58.172803
Analysis finished	2024-04-29 18:55:59.267295
Duration	1.09 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

3160000	838

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3160000
2nd row	3160000
3rd row	3160000
4th row	3160000
5th row	3160000

Common Values

Value	Count	Frequency (%)
3160000	838	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3160000	838	100.0%

관리번호
Text

UNIQUE

Distinct	838
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

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

Characters and Unicode

Total characters	20950
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	838 ?
Unique (%)	100.0%

Sample

1st row	PHMA119653160034041100001
2nd row	PHMA119673160034041100005
3rd row	PHMA119703160034041100008
4th row	PHMA119703160034041190008
5th row	PHMA119723160034041100015

Value	Count	Frequency (%)
phma119653160034041100001	1	0.1%
phma120103160034041100020	1	0.1%
phma120113160034041100020	1	0.1%
phma120123160034041100006	1	0.1%
phma120113160034041100021	1	0.1%
phma120113160034041100022	1	0.1%
phma120113160034041100023	1	0.1%
phma120113160034041100024	1	0.1%
phma120113160034041100025	1	0.1%
phma120123160034041100001	1	0.1%
Other values (828)	828	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	5843	27.9%
1	4216	20.1%
3	1976	9.4%
4	1915	9.1%
2	1179	5.6%
6	1135	5.4%
P	838	4.0%
H	838	4.0%
M	838	4.0%
A	838	4.0%
Other values (4)	1334	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17598	84.0%
Uppercase Letter	3352	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5843	33.2%
1	4216	24.0%
3	1976	11.2%
4	1915	10.9%
2	1179	6.7%
6	1135	6.4%
9	573	3.3%
8	273	1.6%
5	259	1.5%
7	229	1.3%

Uppercase Letter

Value	Count	Frequency (%)
P	838	25.0%
H	838	25.0%
M	838	25.0%
A	838	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17598	84.0%
Latin	3352	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5843	33.2%
1	4216	24.0%
3	1976	11.2%
4	1915	10.9%
2	1179	6.7%
6	1135	6.4%
9	573	3.3%
8	273	1.6%
5	259	1.5%
7	229	1.3%

Latin

Value	Count	Frequency (%)
P	838	25.0%
H	838	25.0%
M	838	25.0%
A	838	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20950	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5843	27.9%
1	4216	20.1%
3	1976	9.4%
4	1915	9.1%
2	1179	5.6%
6	1135	5.4%
P	838	4.0%
H	838	4.0%
M	838	4.0%
A	838	4.0%
Other values (4)	1334	6.4%

인허가일자
Date

Distinct	783
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	1965-08-30 00:00:00
Maximum	2024-03-12 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Categorical

IMBALANCE

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

<NA>	837
20220617	1

Length

Max length	8
Median length	4
Mean length	4.0047733
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	837	99.9%
20220617	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	837	99.9%
20220617	1	0.1%

영업상태코드
Categorical

IMBALANCE

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

1	575
3	256
5	4
2	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	575	68.6%
3	256	30.5%
5	4	0.5%
2	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	575	68.6%
3	256	30.5%
5	4	0.5%
2	3	0.4%

영업상태명
Categorical

IMBALANCE

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

영업/정상	575
폐업	256
제외/삭제/전출	4
휴업	3

Length

Max length	8
Median length	5
Mean length	4.0871122
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	575	68.6%
폐업	256	30.5%
제외/삭제/전출	4	0.5%
휴업	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	575	68.6%
폐업	256	30.5%
제외/삭제/전출	4	0.5%
휴업	3	0.4%

상세영업상태코드
Categorical

IMBALANCE

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

13	575
3	256
2	3
15	3
99	1

Length

Max length	2
Median length	2
Mean length	1.6909308
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
13	575	68.6%
3	256	30.5%
2	3	0.4%
15	3	0.4%
99	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	575	68.6%
3	256	30.5%
2	3	0.4%
15	3	0.4%
99	1	0.1%

상세영업상태명
Categorical

IMBALANCE

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

영업중	575
폐업	256
휴업	3
전출	3
삭제	1

Length

Max length	3
Median length	3
Mean length	2.6861575
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	575	68.6%
폐업	256	30.5%
휴업	3	0.4%
전출	3	0.4%
삭제	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	575	68.6%
폐업	256	30.5%
휴업	3	0.4%
전출	3	0.4%
삭제	1	0.1%

폐업일자
Date

MISSING

Distinct	249
Distinct (%)	97.3%
Missing	582
Missing (%)	69.5%
Memory size	6.7 KiB

Minimum	2008-02-18 00:00:00
Maximum	2024-02-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	832
Missing (%)	99.3%
Memory size	6.7 KiB

Minimum	2009-08-01 00:00:00
Maximum	2024-02-02 00:00:00

Histogram

Histogram with fixed size bins (bins=6)

휴업종료일자
Date

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	832
Missing (%)	99.3%
Memory size	6.7 KiB

Minimum	2011-06-30 00:00:00
Maximum	2024-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=6)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

전화번호
Text

MISSING

Distinct	797
Distinct (%)	96.5%
Missing	12
Missing (%)	1.4%
Memory size	6.7 KiB

Length

Max length	14
Median length	12
Mean length	11.375303
Min length	2

Characters and Unicode

Total characters	9396
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	770 ?
Unique (%)	93.2%

Sample

1st row	02-2612-7511
2nd row	02-868-3322
3rd row	02-2612-1631
4th row	02-867-7882
5th row	02-2612-3474

Value	Count	Frequency (%)
02-3666-2828	3	0.4%
2685-2875	3	0.4%
02-2633-2804	2	0.2%
02-2611-1075	2	0.2%
02-852-2828	2	0.2%
02-830-8388	2	0.2%
02-838-9225	2	0.2%
02-2619-1075	2	0.2%
02-2612-2314	2	0.2%
2612-7766	2	0.2%
Other values (787)	804	97.3%

Most occurring characters

Value	Count	Frequency (%)
2	1766	18.8%
-	1562	16.6%
0	1312	14.0%
8	940	10.0%
6	891	9.5%
5	726	7.7%
7	630	6.7%
1	552	5.9%
3	449	4.8%
9	305	3.2%
Other values (3)	263	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7823	83.3%
Dash Punctuation	1562	16.6%
Close Punctuation	10	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1766	22.6%
0	1312	16.8%
8	940	12.0%
6	891	11.4%
5	726	9.3%
7	630	8.1%
1	552	7.1%
3	449	5.7%
9	305	3.9%
4	252	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1562	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9396	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1766	18.8%
-	1562	16.6%
0	1312	14.0%
8	940	10.0%
6	891	9.5%
5	726	7.7%
7	630	6.7%
1	552	5.9%
3	449	4.8%
9	305	3.2%
Other values (3)	263	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1766	18.8%
-	1562	16.6%
0	1312	14.0%
8	940	10.0%
6	891	9.5%
5	726	7.7%
7	630	6.7%
1	552	5.9%
3	449	4.8%
9	305	3.2%
Other values (3)	263	2.8%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

소재지우편번호
Text

MISSING

Distinct	90
Distinct (%)	45.9%
Missing	642
Missing (%)	76.6%
Memory size	6.7 KiB

Length

Max length	7
Median length	6
Mean length	6.0306122
Min length	6

Characters and Unicode

Total characters	1182
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	38 ?
Unique (%)	19.4%

Sample

1st row	152824
2nd row	152872
3rd row	152855
4th row	152872
5th row	152092

Value	Count	Frequency (%)
152880	8	4.1%
152855	7	3.6%
152893	6	3.1%
152887	6	3.1%
152826	6	3.1%
152883	5	2.6%
152838	5	2.6%
152872	5	2.6%
152092	4	2.0%
152847	4	2.0%
Other values (80)	140	71.4%

Most occurring characters

Value	Count	Frequency (%)
5	241	20.4%
2	233	19.7%
1	229	19.4%
8	183	15.5%
0	71	6.0%
7	71	6.0%
3	42	3.6%
9	41	3.5%
6	35	3.0%
4	30	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1176	99.5%
Dash Punctuation	6	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	241	20.5%
2	233	19.8%
1	229	19.5%
8	183	15.6%
0	71	6.0%
7	71	6.0%
3	42	3.6%
9	41	3.5%
6	35	3.0%
4	30	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1182	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	241	20.4%
2	233	19.7%
1	229	19.4%
8	183	15.5%
0	71	6.0%
7	71	6.0%
3	42	3.6%
9	41	3.5%
6	35	3.0%
4	30	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1182	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	241	20.4%
2	233	19.7%
1	229	19.4%
8	183	15.5%
0	71	6.0%
7	71	6.0%
3	42	3.6%
9	41	3.5%
6	35	3.0%
4	30	2.5%

지번주소
Text

MISSING

Distinct	596
Distinct (%)	79.6%
Missing	89
Missing (%)	10.6%
Memory size	6.7 KiB

Length

Max length	49
Median length	41
Mean length	26.902537
Min length	18

Characters and Unicode

Total characters	20150
Distinct characters	263
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	512 ?
Unique (%)	68.4%

Sample

1st row	서울특별시 구로구 오류동 37번지 1호 ,3층
2nd row	서울특별시 구로구 구로동 808번지 27호
3rd row	서울특별시 구로구 구로동 767번지 180호
4th row	서울특별시 구로구 고척1동52-214
5th row	서울특별시 구로구 구로4동737-6

Value	Count	Frequency (%)
구로구	750	18.9%
서울특별시	748	18.8%
구로동	261	6.6%
개봉동	94	2.4%
오류동	68	1.7%
고척동	68	1.7%
신도림동	65	1.6%
1호	54	1.4%
2층	33	0.8%
403번지	32	0.8%
Other values (759)	1799	45.3%

Most occurring characters

Value	Count	Frequency (%)
	3249	16.1%
구	1840	9.1%
로	1096	5.4%
1	816	4.0%
동	781	3.9%
시	762	3.8%
서	754	3.7%
울	752	3.7%
별	751	3.7%
특	750	3.7%
Other values (253)	8599	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12564	62.4%
Decimal Number	3898	19.3%
Space Separator	3249	16.1%
Dash Punctuation	184	0.9%
Other Punctuation	87	0.4%
Uppercase Letter	63	0.3%
Open Punctuation	43	0.2%
Close Punctuation	42	0.2%
Lowercase Letter	10	< 0.1%
Math Symbol	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1840	14.6%
로	1096	8.7%
동	781	6.2%
시	762	6.1%
서	754	6.0%
울	752	6.0%
별	751	6.0%
특	750	6.0%
지	607	4.8%
호	599	4.8%
Other values (209)	3872	30.8%

Uppercase Letter

Value	Count	Frequency (%)
S	14	22.2%
K	11	17.5%
A	7	11.1%
E	4	6.3%
C	3	4.8%
R	3	4.8%
I	3	4.8%
W	2	3.2%
O	2	3.2%
L	2	3.2%
Other values (7)	12	19.0%

Decimal Number

Value	Count	Frequency (%)
1	816	20.9%
2	559	14.3%
3	543	13.9%
4	388	10.0%
0	384	9.9%
5	338	8.7%
7	294	7.5%
6	223	5.7%
8	217	5.6%
9	136	3.5%

Lowercase Letter

Value	Count	Frequency (%)
s	3	30.0%
k	2	20.0%
r	1	10.0%
c	1	10.0%
e	1	10.0%
w	1	10.0%
o	1	10.0%

Other Punctuation

Value	Count	Frequency (%)
,	85	97.7%
@	1	1.1%
.	1	1.1%

Math Symbol

Value	Count	Frequency (%)
~	8	88.9%
∥	1	11.1%

Space Separator

Value	Count	Frequency (%)
	3249	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	43	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	42	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12564	62.4%
Common	7512	37.3%
Latin	74	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1840	14.6%
로	1096	8.7%
동	781	6.2%
시	762	6.1%
서	754	6.0%
울	752	6.0%
별	751	6.0%
특	750	6.0%
지	607	4.8%
호	599	4.8%
Other values (209)	3872	30.8%

Latin

Value	Count	Frequency (%)
S	14	18.9%
K	11	14.9%
A	7	9.5%
E	4	5.4%
C	3	4.1%
R	3	4.1%
I	3	4.1%
s	3	4.1%
W	2	2.7%
O	2	2.7%
Other values (15)	22	29.7%

Common

Value	Count	Frequency (%)
	3249	43.3%
1	816	10.9%
2	559	7.4%
3	543	7.2%
4	388	5.2%
0	384	5.1%
5	338	4.5%
7	294	3.9%
6	223	3.0%
8	217	2.9%
Other values (9)	501	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12564	62.4%
ASCII	7584	37.6%
Number Forms	1	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3249	42.8%
1	816	10.8%
2	559	7.4%
3	543	7.2%
4	388	5.1%
0	384	5.1%
5	338	4.5%
7	294	3.9%
6	223	2.9%
8	217	2.9%
Other values (32)	573	7.6%

Hangul

Value	Count	Frequency (%)
구	1840	14.6%
로	1096	8.7%
동	781	6.2%
시	762	6.1%
서	754	6.0%
울	752	6.0%
별	751	6.0%
특	750	6.0%
지	607	4.8%
호	599	4.8%
Other values (209)	3872	30.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

도로명주소
Text

MISSING

Distinct	680
Distinct (%)	92.8%
Missing	105
Missing (%)	12.5%
Memory size	6.7 KiB

Length

Max length	60
Median length	49
Mean length	33.042292
Min length	21

Characters and Unicode

Total characters	24220
Distinct characters	267
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	638 ?
Unique (%)	87.0%

Sample

1st row	서울특별시 구로구 경인로 211, 3층 (오류동)
2nd row	서울특별시 구로구 구로동로 77-1 (구로동)
3rd row	서울특별시 구로구 도림로 55 (구로동)
4th row	서울특별시 구로구 개봉로 26 (개봉동)
5th row	서울특별시 구로구 구로중앙로 14 (구로동)

Value	Count	Frequency (%)
서울특별시	732	15.6%
구로구	732	15.6%
구로동	303	6.5%
2층	137	2.9%
개봉동	115	2.4%
경인로	110	2.3%
고척동	85	1.8%
오류동	76	1.6%
신도림동	70	1.5%
구로동로	57	1.2%
Other values (723)	2279	48.5%

Most occurring characters

Value	Count	Frequency (%)
	3963	16.4%
구	1947	8.0%
로	1937	8.0%
동	871	3.6%
,	805	3.3%
시	764	3.2%
서	750	3.1%
2	741	3.1%
)	735	3.0%
(	735	3.0%
Other values (257)	10972	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14089	58.2%
Space Separator	3963	16.4%
Decimal Number	3731	15.4%
Other Punctuation	807	3.3%
Close Punctuation	735	3.0%
Open Punctuation	735	3.0%
Uppercase Letter	79	0.3%
Dash Punctuation	66	0.3%
Math Symbol	11	< 0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1947	13.8%
로	1937	13.7%
동	871	6.2%
시	764	5.4%
서	750	5.3%
별	734	5.2%
울	733	5.2%
특	732	5.2%
층	357	2.5%
길	261	1.9%
Other values (219)	5003	35.5%

Uppercase Letter

Value	Count	Frequency (%)
B	14	17.7%
S	14	17.7%
K	10	12.7%
D	5	6.3%
M	5	6.3%
C	4	5.1%
E	4	5.1%
I	4	5.1%
T	3	3.8%
R	3	3.8%
Other values (7)	13	16.5%

Decimal Number

Value	Count	Frequency (%)
2	741	19.9%
1	670	18.0%
3	492	13.2%
0	404	10.8%
4	318	8.5%
6	297	8.0%
7	232	6.2%
5	228	6.1%
8	182	4.9%
9	167	4.5%

Lowercase Letter

Value	Count	Frequency (%)
w	1	25.0%
r	1	25.0%
o	1	25.0%
e	1	25.0%

Other Punctuation

Value	Count	Frequency (%)
,	805	99.8%
/	2	0.2%

Space Separator

Value	Count	Frequency (%)
	3963	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	735	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	735	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	66	100.0%

Math Symbol

Value	Count	Frequency (%)
~	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14089	58.2%
Common	10048	41.5%
Latin	83	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1947	13.8%
로	1937	13.7%
동	871	6.2%
시	764	5.4%
서	750	5.3%
별	734	5.2%
울	733	5.2%
특	732	5.2%
층	357	2.5%
길	261	1.9%
Other values (219)	5003	35.5%

Latin

Value	Count	Frequency (%)
B	14	16.9%
S	14	16.9%
K	10	12.0%
D	5	6.0%
M	5	6.0%
C	4	4.8%
E	4	4.8%
I	4	4.8%
T	3	3.6%
R	3	3.6%
Other values (11)	17	20.5%

Common

Value	Count	Frequency (%)
	3963	39.4%
,	805	8.0%
2	741	7.4%
)	735	7.3%
(	735	7.3%
1	670	6.7%
3	492	4.9%
0	404	4.0%
4	318	3.2%
6	297	3.0%
Other values (7)	888	8.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14089	58.2%
ASCII	10131	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3963	39.1%
,	805	7.9%
2	741	7.3%
)	735	7.3%
(	735	7.3%
1	670	6.6%
3	492	4.9%
0	404	4.0%
4	318	3.1%
6	297	2.9%
Other values (28)	971	9.6%

Hangul

Value	Count	Frequency (%)
구	1947	13.8%
로	1937	13.7%
동	871	6.2%
시	764	5.4%
서	750	5.3%
별	734	5.2%
울	733	5.2%
특	732	5.2%
층	357	2.5%
길	261	1.9%
Other values (219)	5003	35.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	146
Distinct (%)	20.7%
Missing	134
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	13636.48

Minimum	8202
Maximum	152905
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	8202
5-th percentile	8208
Q1	8246.75
median	8304.5
Q3	8343
95-th percentile	8392
Maximum	152905
Range	144703
Interquartile range (IQR)	96.25

Descriptive statistics

Standard deviation	27263.201
Coefficient of variation (CV)	1.9992844
Kurtosis	22.279795
Mean	13636.48
Median Absolute Deviation (MAD)	47.5
Skewness	4.9209054
Sum	9600082
Variance	7.4328215 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8208	36	4.3%
8271	20	2.4%
8391	19	2.3%
8235	19	2.3%
8311	18	2.1%
8312	16	1.9%
8313	16	1.9%
8328	15	1.8%
8268	15	1.8%
8301	14	1.7%
Other values (136)	516	61.6%
(Missing)	134	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8202	4	0.5%
8205	2	0.2%
8206	3	0.4%
8207	5	0.6%
8208	36	4.3%
8209	3	0.4%
8210	10	1.2%
8211	3	0.4%
8212	5	0.6%
8213	6	0.7%

Value	Count	Frequency (%)
152905	1	0.1%
152893	1	0.1%
152883	1	0.1%
152880	1	0.1%
152876	1	0.1%
152858	1	0.1%
152855	4	0.5%
152826	3	0.4%
152816	1	0.1%
152783	1	0.1%

사업장명
Text

Distinct	816
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

Max length	22
Median length	19
Mean length	7.3699284
Min length	3

Characters and Unicode

Total characters	6176
Distinct characters	370
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	795 ?
Unique (%)	94.9%

Sample

1st row	유일한의원
2nd row	남궁한의원
3rd row	장의원
4th row	경북한의원
5th row	박소아과의원

Value	Count	Frequency (%)
본한의원	3	0.4%
평강한의원	2	0.2%
구로디지털점	2	0.2%
조은성모안과의원	2	0.2%
연세정신건강의학과의원	2	0.2%
궁동의원	2	0.2%
스마일치과의원	2	0.2%
지앤산부인과의원	2	0.2%
늘푸른치과의원	2	0.2%
윤치과의원	2	0.2%
Other values (814)	827	97.5%

Most occurring characters

Value	Count	Frequency (%)
의	898	14.5%
원	843	13.6%
과	532	8.6%
치	242	3.9%
한	212	3.4%
이	111	1.8%
정	91	1.5%
인	81	1.3%
세	77	1.2%
연	77	1.2%
Other values (360)	3012	48.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6084	98.5%
Uppercase Letter	25	0.4%
Decimal Number	24	0.4%
Open Punctuation	11	0.2%
Close Punctuation	11	0.2%
Space Separator	10	0.2%
Lowercase Letter	6	0.1%
Dash Punctuation	3	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	898	14.8%
원	843	13.9%
과	532	8.7%
치	242	4.0%
한	212	3.5%
이	111	1.8%
정	91	1.5%
인	81	1.3%
세	77	1.3%
연	77	1.3%
Other values (333)	2920	48.0%

Uppercase Letter

Value	Count	Frequency (%)
S	4	16.0%
K	3	12.0%
A	3	12.0%
M	3	12.0%
N	2	8.0%
D	2	8.0%
R	1	4.0%
Y	1	4.0%
B	1	4.0%
T	1	4.0%
Other values (4)	4	16.0%

Decimal Number

Value	Count	Frequency (%)
3	5	20.8%
6	5	20.8%
5	5	20.8%
0	4	16.7%
8	2	8.3%
1	2	8.3%
2	1	4.2%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6084	98.5%
Common	61	1.0%
Latin	31	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	898	14.8%
원	843	13.9%
과	532	8.7%
치	242	4.0%
한	212	3.5%
이	111	1.8%
정	91	1.5%
인	81	1.3%
세	77	1.3%
연	77	1.3%
Other values (333)	2920	48.0%

Latin

Value	Count	Frequency (%)
e	6	19.4%
S	4	12.9%
K	3	9.7%
A	3	9.7%
M	3	9.7%
N	2	6.5%
D	2	6.5%
R	1	3.2%
Y	1	3.2%
B	1	3.2%
Other values (5)	5	16.1%

Common

Value	Count	Frequency (%)
(	11	18.0%
)	11	18.0%
	10	16.4%
3	5	8.2%
6	5	8.2%
5	5	8.2%
0	4	6.6%
-	3	4.9%
8	2	3.3%
1	2	3.3%
Other values (2)	3	4.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6084	98.5%
ASCII	92	1.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	898	14.8%
원	843	13.9%
과	532	8.7%
치	242	4.0%
한	212	3.5%
이	111	1.8%
정	91	1.5%
인	81	1.3%
세	77	1.3%
연	77	1.3%
Other values (333)	2920	48.0%

ASCII

Value	Count	Frequency (%)
(	11	12.0%
)	11	12.0%
	10	10.9%
e	6	6.5%
3	5	5.4%
6	5	5.4%
5	5	5.4%
0	4	4.3%
S	4	4.3%
-	3	3.3%
Other values (17)	28	30.4%

최종수정일자
Date

Distinct	824
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2008-07-31 13:47:43
Maximum	2024-04-25 22:43:18

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

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

U	518
I	320

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	518	61.8%
I	320	38.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	518	61.8%
i	320	38.2%

데이터갱신일자
Date

Distinct	332
Distinct (%)	39.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:07:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	6
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

의원	433
치과의원	232
한의원	169
보건지소	2
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7625298
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	433	51.7%
치과의원	232	27.7%
한의원	169	20.2%
보건지소	2	0.2%
보건소	1	0.1%
조산원	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	433	51.7%
치과의원	232	27.7%
한의원	169	20.2%
보건지소	2	0.2%
보건소	1	0.1%
조산원	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	370
Distinct (%)	51.3%
Missing	117
Missing (%)	14.0%
Infinite	0
Infinite (%)	0.0%
Mean	188575.8

Minimum	184019.61
Maximum	220123.81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	184019.61
5-th percentile	185694.41
Q1	187165.94
median	189416.04
Q3	190107.81
95-th percentile	190850.39
Maximum	220123.81
Range	36104.202
Interquartile range (IQR)	2941.8647

Descriptive statistics

Standard deviation	2201.1512
Coefficient of variation (CV)	0.011672501
Kurtosis	57.118681
Mean	188575.8
Median Absolute Deviation (MAD)	1406.8101
Skewness	3.7824955
Sum	1.3596315 × 10⁸
Variance	4845066.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190005.132500398	20	2.4%
190156.399992266	13	1.6%
190099.217394597	11	1.3%
187397.345239796	10	1.2%
191061.147248344	8	1.0%
189556.142460589	7	0.8%
186007.312716503	7	0.8%
189618.752905327	7	0.8%
190290.581159612	6	0.7%
189682.799434964	6	0.7%
Other values (360)	626	74.7%
(Missing)	117	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
184019.610971952	1	0.1%
184083.999645648	3	0.4%
184189.475973193	1	0.1%
184272.859477603	3	0.4%
184307.007990801	3	0.4%
184320.728034189	1	0.1%
184375.355908658	1	0.1%
184378.992132621	1	0.1%
184394.439329436	2	0.2%
184452.82551654	1	0.1%

Value	Count	Frequency (%)
220123.812831349	1	0.1%
191280.657696914	2	0.2%
191250.050385034	1	0.1%
191239.693382941	2	0.2%
191191.935645894	2	0.2%
191187.50683561	4	0.5%
191173.834097241	1	0.1%
191126.922861445	6	0.7%
191061.147248344	8	1.0%
191020.264430044	3	0.4%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	371
Distinct (%)	51.5%
Missing	117
Missing (%)	14.0%
Infinite	0
Infinite (%)	0.0%
Mean	443628.45

Minimum	432363.92
Maximum	445458.34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	432363.92
5-th percentile	442287.43
Q1	443069.74
median	443592.14
Q3	444363.18
95-th percentile	445250.54
Maximum	445458.34
Range	13094.413
Interquartile range (IQR)	1293.4451

Descriptive statistics

Standard deviation	973.36865
Coefficient of variation (CV)	0.0021941078
Kurtosis	23.605537
Mean	443628.45
Median Absolute Deviation (MAD)	616.01531
Skewness	-1.9824697
Sum	3.1985611 × 10⁸
Variance	947446.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
445250.538868558	20	2.4%
445369.517787461	13	1.6%
443743.18319767	11	1.3%
443554.300802564	10	1.2%
442377.125416975	8	1.0%
443745.761118258	7	0.8%
444921.078748984	7	0.8%
444208.154113814	7	0.8%
443371.570967758	6	0.7%
443936.217551483	6	0.7%
Other values (361)	626	74.7%
(Missing)	117	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
432363.923160917	1	0.1%
441855.148207011	1	0.1%
441922.711345248	1	0.1%
441936.789035128	1	0.1%
441961.372806	1	0.1%
441965.79198493	3	0.4%
441973.603139541	1	0.1%
441975.356924364	3	0.4%
442003.988499818	1	0.1%
442039.744990308	1	0.1%

Value	Count	Frequency (%)
445458.335742134	5	0.6%
445369.517787461	13	1.6%
445262.493847028	1	0.1%
445250.538868558	20	2.4%
445157.626366229	3	0.4%
445153.61016346	5	0.6%
445096.729031424	2	0.2%
445078.000037452	1	0.1%
445072.461079203	3	0.4%
445024.393051568	1	0.1%

의료기관종별명
Categorical

Distinct	7
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

<NA>	325
의원	270
치과의원	154
한의원	85
보건지소	2
Other values (2)	2

Length

Max length	4
Median length	4
Mean length	3.25179
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	325	38.8%
의원	270	32.2%
치과의원	154	18.4%
한의원	85	10.1%
보건지소	2	0.2%
보건소	1	0.1%
조산원	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	325	38.8%
의원	270	32.2%
치과의원	154	18.4%
한의원	85	10.1%
보건지소	2	0.2%
보건소	1	0.1%
조산원	1	0.1%

의료인수
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	1.2%
Missing	325
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.1617934

Minimum	0
Maximum	7
Zeros	3
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.51457497
Coefficient of variation (CV)	0.44291436
Kurtosis	39.033555
Mean	1.1617934
Median Absolute Deviation (MAD)	0
Skewness	4.8787736
Sum	596
Variance	0.2647874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	440	52.5%
2	62	7.4%
4	4	0.5%
3	3	0.4%
0	3	0.4%
7	1	0.1%
(Missing)	325	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	0.4%
1	440	52.5%
2	62	7.4%
3	3	0.4%
4	4	0.5%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
4	4	0.5%
3	3	0.4%
2	62	7.4%
1	440	52.5%
0	3	0.4%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.5%
Missing	325
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.23586745

Minimum	0
Maximum	15
Zeros	484
Zeros (%)	57.8%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3349714
Coefficient of variation (CV)	5.6598372
Kurtosis	59.135582
Mean	0.23586745
Median Absolute Deviation (MAD)	0
Skewness	7.2910071
Sum	121
Variance	1.7821485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	484	57.8%
1	12	1.4%
2	3	0.4%
4	3	0.4%
6	2	0.2%
10	2	0.2%
5	1	0.1%
8	1	0.1%
12	1	0.1%
15	1	0.1%
Other values (3)	3	0.4%
(Missing)	325	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	484	57.8%
1	12	1.4%
2	3	0.4%
3	1	0.1%
4	3	0.4%
5	1	0.1%
6	2	0.2%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
15	1	0.1%
12	1	0.1%
10	2	0.2%
9	1	0.1%
8	1	0.1%
7	1	0.1%
6	2	0.2%
5	1	0.1%
4	3	0.4%
3	1	0.1%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	3.5%
Missing	325
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.66081871

Minimum	0
Maximum	29
Zeros	474
Zeros (%)	56.6%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.3995009
Coefficient of variation (CV)	5.1443775
Kurtosis	40.740104
Mean	0.66081871
Median Absolute Deviation (MAD)	0
Skewness	6.2534694
Sum	339
Variance	11.556606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	474	56.6%
1	9	1.1%
2	7	0.8%
4	3	0.4%
24	2	0.2%
9	2	0.2%
29	2	0.2%
3	2	0.2%
19	2	0.2%
6	2	0.2%
Other values (8)	8	1.0%
(Missing)	325	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	474	56.6%
1	9	1.1%
2	7	0.8%
3	2	0.2%
4	3	0.4%
5	1	0.1%
6	2	0.2%
9	2	0.2%
10	1	0.1%
11	1	0.1%

Value	Count	Frequency (%)
29	2	0.2%
25	1	0.1%
24	2	0.2%
22	1	0.1%
21	1	0.1%
19	2	0.2%
16	1	0.1%
14	1	0.1%
11	1	0.1%
10	1	0.1%

총면적
Real number (ℝ)

MISSING

Distinct	445
Distinct (%)	86.7%
Missing	325
Missing (%)	38.8%
Infinite	0
Infinite (%)	0.0%
Mean	143.97651

Minimum	15.58
Maximum	1111
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	15.58
5-th percentile	50.21
Q1	83.57
median	114.9
Q3	158.21
95-th percentile	348.244
Maximum	1111
Range	1095.42
Interquartile range (IQR)	74.64

Descriptive statistics

Standard deviation	113.84706
Coefficient of variation (CV)	0.79073356
Kurtosis	22.193039
Mean	143.97651
Median Absolute Deviation (MAD)	34.66
Skewness	3.8538937
Sum	73859.95
Variance	12961.153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50.21	15	1.8%
137.0	3	0.4%
128.0	3	0.4%
132.0	3	0.4%
107.1	3	0.4%
139.0	3	0.4%
122.01	3	0.4%
146.0	3	0.4%
107.8	2	0.2%
273.0	2	0.2%
Other values (435)	473	56.4%
(Missing)	325	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15.58	1	0.1%
22.0	1	0.1%
35.75	1	0.1%
38.74	1	0.1%
39.51	1	0.1%
40.3	2	0.2%
42.14	1	0.1%
42.83	1	0.1%
43.9	1	0.1%
46.98	1	0.1%

Value	Count	Frequency (%)
1111.0	1	0.1%
1023.45	1	0.1%
890.78	1	0.1%
648.45	1	0.1%
628.57	1	0.1%
566.27	1	0.1%
564.56	1	0.1%
535.5	1	0.1%
523.8	1	0.1%
498.0	1	0.1%

진료과목내용
Text

MISSING

Distinct	236
Distinct (%)	46.2%
Missing	327
Missing (%)	39.0%
Memory size	6.7 KiB

Length

Max length	83
Median length	51
Mean length	18.632094
Min length	3

Characters and Unicode

Total characters	9521
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	191 ?
Unique (%)	37.4%

Sample

1st row	301
2nd row	101
3rd row	301
4th row	111
5th row	411

Value	Count	Frequency (%)
101	159	6.3%
114	145	5.8%
111	137	5.5%
113	115	4.6%
411	102	4.1%
301	85	3.4%
407	74	3.0%
405	73	2.9%
402	73	2.9%
408	72	2.9%
Other values (44)	1473	58.7%

Most occurring characters

Value	Count	Frequency (%)
1	2392	25.1%
	1997	21.0%
0	1789	18.8%
4	1144	12.0%
3	727	7.6%
2	564	5.9%
5	284	3.0%
8	187	2.0%
6	178	1.9%
7	143	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7524	79.0%
Space Separator	1997	21.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2392	31.8%
0	1789	23.8%
4	1144	15.2%
3	727	9.7%
2	564	7.5%
5	284	3.8%
8	187	2.5%
6	178	2.4%
7	143	1.9%
9	116	1.5%

Space Separator

Value	Count	Frequency (%)
	1997	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9521	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2392	25.1%
	1997	21.0%
0	1789	18.8%
4	1144	12.0%
3	727	7.6%
2	564	5.9%
5	284	3.0%
8	187	2.0%
6	178	1.9%
7	143	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9521	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2392	25.1%
	1997	21.0%
0	1789	18.8%
4	1144	12.0%
3	727	7.6%
2	564	5.9%
5	284	3.0%
8	187	2.0%
6	178	1.9%
7	143	1.5%

진료과목내용명
Text

MISSING

Distinct	176
Distinct (%)	34.4%
Missing	327
Missing (%)	39.0%
Memory size	6.7 KiB

Length

Max length	141
Median length	70
Mean length	30.500978
Min length	2

Characters and Unicode

Total characters	15586
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	126 ?
Unique (%)	24.7%

Sample

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

Value	Count	Frequency (%)
내과	159	6.3%
피부과	145	5.8%
예방치과	138	5.5%
소아청소년과	137	5.5%
이비인후과	115	4.6%
치과보존과	92	3.7%
구강악안면외과	91	3.6%
치주과	90	3.6%
치과보철과	90	3.6%
소아치과	90	3.6%
Other values (35)	1361	54.3%

Most occurring characters

Value	Count	Frequency (%)
과	2777	17.8%
,	1997	12.8%
	1997	12.8%
치	719	4.6%
방	510	3.3%
소	417	2.7%
한	353	2.3%
의	348	2.2%
학	348	2.2%
구	338	2.2%
Other values (55)	5782	37.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11488	73.7%
Other Punctuation	2101	13.5%
Space Separator	1997	12.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	2777	24.2%
치	719	6.3%
방	510	4.4%
소	417	3.6%
한	353	3.1%
의	348	3.0%
학	348	3.0%
구	338	2.9%
내	334	2.9%
부	301	2.6%
Other values (52)	5043	43.9%

Other Punctuation

Value	Count	Frequency (%)
,	1997	95.0%
?	104	5.0%

Space Separator

Value	Count	Frequency (%)
	1997	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11488	73.7%
Common	4098	26.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	2777	24.2%
치	719	6.3%
방	510	4.4%
소	417	3.6%
한	353	3.1%
의	348	3.0%
학	348	3.0%
구	338	2.9%
내	334	2.9%
부	301	2.6%
Other values (52)	5043	43.9%

Common

Value	Count	Frequency (%)
,	1997	48.7%
	1997	48.7%
?	104	2.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11488	73.7%
ASCII	4098	26.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	2777	24.2%
치	719	6.3%
방	510	4.4%
소	417	3.6%
한	353	3.1%
의	348	3.0%
학	348	3.0%
구	338	2.9%
내	334	2.9%
부	301	2.6%
Other values (52)	5043	43.9%

ASCII

Value	Count	Frequency (%)
,	1997	48.7%
	1997	48.7%
?	104	2.5%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

구급차특수
Categorical

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

0	513
<NA>	325

Length

Max length	4
Median length	1
Mean length	2.1634845
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	513	61.2%
<NA>	325	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	513	61.2%
na	325	38.8%

구급차일반
Categorical

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

0	513
<NA>	325

Length

Max length	4
Median length	1
Mean length	2.1634845
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	513	61.2%
<NA>	325	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	513	61.2%
na	325	38.8%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

허가병상수
Categorical

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

0	513
<NA>	325

Length

Max length	4
Median length	1
Mean length	2.1634845
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	513	61.2%
<NA>	325	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	513	61.2%
na	325	38.8%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	838
Missing (%)	100.0%
Memory size	7.5 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3160000	PHMA119653160034041100001	19650830	<NA>	2	휴업	2	휴업	<NA>	20191219	20201218	<NA>	02-2612-7511	<NA>	<NA>	서울특별시 구로구 오류동 37번지 1호 ,3층	서울특별시 구로구 경인로 211, 3층 (오류동)	8268	유일한의원	2022-09-02 10:13:18	U	2021-12-09 00:04:00.0	한의원	186150.230132	443827.302617	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3160000	PHMA119673160034041100005	19670811	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-868-3322	<NA>	<NA>	서울특별시 구로구 구로동 808번지 27호	서울특별시 구로구 구로동로 77-1 (구로동)	8318	남궁한의원	2018-07-30 16:48:52	I	2018-08-31 23:59:59.0	한의원	189804.485807	442625.514177	한의원	1	0	0	50.21	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3160000	PHMA119703160034041100008	19700718	<NA>	3	폐업	3	폐업	20191230	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 구로구 구로동 767번지 180호	서울특별시 구로구 도림로 55 (구로동)	8314	장의원	2019-12-30 14:47:40	U	2020-01-01 02:40:00.0	의원	190198.133435	442951.54553	의원	1	0	0	50.21	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3160000	PHMA119703160034041190008	19700411	<NA>	3	폐업	3	폐업	20110513	<NA>	<NA>	<NA>	02-2612-1631	<NA>	152824	서울특별시 구로구 고척1동52-214	<NA>	<NA>	경북한의원	2011-05-16 10:14:26	I	2018-08-31 23:59:59.0	한의원	<NA>	<NA>	한의원	1	0	0	50.21	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3160000	PHMA119723160034041100015	19720110	<NA>	3	폐업	3	폐업	20170630	<NA>	<NA>	<NA>	02-867-7882	<NA>	152872	서울특별시 구로구 구로4동737-6	<NA>	<NA>	박소아과의원	2017-06-30 15:14:07	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	50.21	111	소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3160000	PHMA119733160034041100006	19730912	<NA>	3	폐업	3	폐업	20190228	<NA>	<NA>	<NA>	02-2612-3474	<NA>	<NA>	서울특별시 구로구 개봉동 403번지 165호	서울특별시 구로구 개봉로 26 (개봉동)	8334	배남준치과의원	2019-02-27 13:20:51	U	2019-03-01 02:40:00.0	치과의원	187240.247676	442877.262024	치과의원	1	0	0	50.21	411	예방치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3160000	PHMA119733160034041100007	19731004	<NA>	3	폐업	3	폐업	20211001	<NA>	<NA>	<NA>	02-854-2065	<NA>	<NA>	서울특별시 구로구 구로동 142번지 65호	서울특별시 구로구 구로중앙로 14 (구로동)	8305	이재성치과의원	2021-09-17 13:10:42	U	2021-09-19 02:40:00.0	치과의원	190405.984437	443271.756719	치과의원	1	0	0	101.51	411	예방치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3160000	PHMA119733160034041100013	19731106	<NA>	3	폐업	3	폐업	20190401	<NA>	<NA>	<NA>	02-855-1972	<NA>	<NA>	서울특별시 구로구 구로동 800번지 15호	서울특별시 구로구 도림로 16 (구로동)	8374	강창율한의원	2019-04-01 16:19:37	U	2019-04-03 02:40:00.0	한의원	189967.90029	442627.47633	한의원	1	0	0	50.21	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3160000	PHMA119733160034041100019	19730319	<NA>	3	폐업	3	폐업	20080731	<NA>	<NA>	<NA>	02-863-4423	<NA>	152855	서울특별시 구로구 구로본동416-16	<NA>	<NA>	남성의원	2008-07-31 13:47:43	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	88.57	101 104 111 110	내과, 외과, 산부인과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3160000	PHMA119733160034041100022	19730626	<NA>	3	폐업	3	폐업	20100211	<NA>	<NA>	<NA>	02-854-3181	<NA>	152872	서울특별시 구로구 구로4동736-7	<NA>	<NA>	정진안의원	2010-02-11 16:41:48	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	40.3	101 122	내과, 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
828	3160000	PHMA120233160034041100008	2023-05-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2039-9322	<NA>	<NA>	서울특별시 구로구 구로동 1126-1 광희빌딩 5층	서울특별시 구로구 시흥대로 551, 광희빌딩 5층 (구로동)	8392	눈에힘안과의원	2023-09-22 01:13:23	U	2022-12-08 22:04:00.0	의원	191126.922861	442287.430313	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
829	3160000	PHMA120233160034041100009	2023-07-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6953-0119	<NA>	<NA>	서울특별시 구로구 고척동 253-15 제일빌딩	서울특별시 구로구 고척로 140, 제일빌딩 6,7층 (고척동)	8235	구로바로본365의원	2024-04-11 20:43:15	U	2023-12-03 23:03:00.0	의원	186626.589867	444481.835898	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
830	3160000	PHMA120233160034041100010	2023-10-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6952-6875	<NA>	<NA>	서울특별시 구로구 개봉동 403-50	서울특별시 구로구 개봉로 69, 3층 (개봉동)	8337	연세우리동네의원	2023-10-13 04:13:17	I	2022-10-30 23:05:00.0	의원	187165.388338	443309.735035	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
831	3160000	PHMA120233160034041100011	2023-10-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-3666-2828	<NA>	<NA>	서울특별시 구로구 고척동 351 고척아이파크 B동 202호	서울특별시 구로구 경인로43길 49, B동 202호 (고척동, 고척아이파크)	8226	퍼스트치과의원	2023-10-19 21:13:17	U	2022-10-30 22:01:00.0	치과의원	187422.915004	444002.70458	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
832	3160000	PHMA120233160034041100012	2023-10-30	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-839-5544	<NA>	<NA>	<NA>	서울특별시 구로구 디지털로27가길 17, 오닉스 지식산업센터 201~208호 (구로동)	8375	서울구로디지털의원	2024-04-25 14:56:42	U	2023-12-03 22:07:00.0	의원	190405.203443	442464.109595	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
833	3160000	PHMA120233160034041100013	2023-11-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2060-6001	<NA>	<NA>	서울특별시 구로구 개봉동 203-7 KS프리미어빌딩	서울특별시 구로구 남부순환로97길 3, KS프리미어빌딩 201호 (개봉동)	8328	구로항유외과의원	2023-11-13 10:49:15	I	2022-10-31 23:05:00.0	의원	187397.34524	443554.300803	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
834	3160000	PHMA120233160034041100014	2023-11-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2614-0911	<NA>	<NA>	서울특별시 구로구 고척동 191-1 연세사랑모아여성병원	서울특별시 구로구 중앙로 100, 연세사랑모아여성병원 1동 201호 (고척동)	8218	닥터존의원	2023-12-15 02:43:19	U	2022-11-01 23:07:00.0	의원	187606.693802	444911.925277	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
835	3160000	PHMA120243160034041100001	2024-01-03	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-532-3423	<NA>	<NA>	서울특별시 구로구 오류동 8-4 SC메디칼센터 401호	서울특별시 구로구 경인로15길 4, SC메디칼센터 4층 401호 (오류동)	8254	길치과의원	2024-01-26 00:43:19	U	2023-11-30 22:08:00.0	치과의원	185779.317832	443625.476398	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
836	3160000	PHMA120243160034041100002	2024-02-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-839-7582	<NA>	<NA>	서울특별시 구로구 구로동 83-3 대신빌딩 4층	서울특별시 구로구 가마산로 246, 대신빌딩 4층 (구로동)	8306	굿나잇비뇨의학과의원	2024-02-29 22:43:15	U	2023-12-03 00:02:00.0	의원	190054.653309	443617.175939	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
837	3160000	PHMA120243160034041100003	2024-03-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-864-7528	<NA>	<NA>	서울특별시 구로구 구로동 731-1 기산빅프라자 601호	서울특별시 구로구 구로동로26길 8, 기산빅프라자 601호 (구로동)	8311	서울명치과의원	2024-03-13 09:54:40	I	2023-12-02 23:05:00.0	치과의원	189736.718757	443130.14016	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values (Plot)

Common Values

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Common Values (Plot)

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Common Values (Plot)

Most occurring characters

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Most frequent character per category

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Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

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Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Math Symbol

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Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms