gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	546
Missing cells	5394
Missing cells (%)	21.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	215.5 KiB
Average record size in memory	404.2 B

Variable types

Categorical	22
Text	7
DateTime	4
Unsupported	7
Numeric	5
Boolean	2

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),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	동작구
URL	https://data.seoul.go.kr/dataList/OA-17971/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (88.6%)	Imbalance
`위생업태명` is highly imbalanced (66.7%)	Imbalance
`사용끝지하층` is highly imbalanced (52.0%)	Imbalance
`건물소유구분명` is highly imbalanced (63.6%)	Imbalance
`여성종사자수` is highly imbalanced (79.5%)	Imbalance
`남성종사자수` is highly imbalanced (79.5%)	Imbalance
`회수건조수` is highly imbalanced (58.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (97.8%)	Imbalance
`인허가취소일자` has 546 (100.0%) missing values	Missing
`폐업일자` has 125 (22.9%) missing values	Missing
`휴업시작일자` has 546 (100.0%) missing values	Missing
`휴업종료일자` has 546 (100.0%) missing values	Missing
`재개업일자` has 546 (100.0%) missing values	Missing
`전화번호` has 30 (5.5%) missing values	Missing
`도로명주소` has 243 (44.5%) missing values	Missing
`도로명우편번호` has 257 (47.1%) missing values	Missing
`좌표정보(X)` has 51 (9.3%) missing values	Missing
`좌표정보(Y)` has 51 (9.3%) missing values	Missing
`건물지상층수` has 282 (51.6%) missing values	Missing
`발한실여부` has 79 (14.5%) missing values	Missing
`조건부허가신고사유` has 546 (100.0%) missing values	Missing
`조건부허가시작일자` has 546 (100.0%) missing values	Missing
`조건부허가종료일자` has 546 (100.0%) missing values	Missing
`세탁기수` has 380 (69.6%) missing values	Missing
`다중이용업소여부` has 74 (13.6%) missing values	Missing
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 185 (33.9%) zeros	Zeros
`세탁기수` has 15 (2.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 01:54:54.546333
Analysis finished	2024-05-11 01:54:56.452338
Duration	1.91 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	4.4 KiB

3190000	546

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3190000
2nd row	3190000
3rd row	3190000
4th row	3190000
5th row	3190000

Common Values

Value	Count	Frequency (%)
3190000	546	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3190000	546	100.0%

관리번호
Text

UNIQUE

Distinct	546
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	12012
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	546 ?
Unique (%)	100.0%

Sample

1st row	3190000-205-1987-01675
2nd row	3190000-205-1987-01676
3rd row	3190000-205-1987-01677
4th row	3190000-205-1987-01678
5th row	3190000-205-1987-01679

Value	Count	Frequency (%)
3190000-205-1987-01675	1	0.2%
3190000-205-2001-00007	1	0.2%
3190000-205-2002-00006	1	0.2%
3190000-205-2002-00005	1	0.2%
3190000-205-2002-00004	1	0.2%
3190000-205-2002-00003	1	0.2%
3190000-205-2002-00002	1	0.2%
3190000-205-2002-00001	1	0.2%
3190000-205-2004-00011	1	0.2%
3190000-205-2004-00010	1	0.2%
Other values (536)	536	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	4242	35.3%
-	1638	13.6%
1	1499	12.5%
9	1278	10.6%
2	894	7.4%
3	694	5.8%
5	683	5.7%
8	412	3.4%
7	298	2.5%
6	223	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10374	86.4%
Dash Punctuation	1638	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4242	40.9%
1	1499	14.4%
9	1278	12.3%
2	894	8.6%
3	694	6.7%
5	683	6.6%
8	412	4.0%
7	298	2.9%
6	223	2.1%
4	151	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1638	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12012	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4242	35.3%
-	1638	13.6%
1	1499	12.5%
9	1278	10.6%
2	894	7.4%
3	694	5.8%
5	683	5.7%
8	412	3.4%
7	298	2.5%
6	223	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12012	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4242	35.3%
-	1638	13.6%
1	1499	12.5%
9	1278	10.6%
2	894	7.4%
3	694	5.8%
5	683	5.7%
8	412	3.4%
7	298	2.5%
6	223	1.9%

인허가일자
Date

Distinct	402
Distinct (%)	73.6%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Minimum	1987-06-01 00:00:00
Maximum	2023-09-12 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

3	421
1	125

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 (%)
3	421	77.1%
1	125	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	421	77.1%
1	125	22.9%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

폐업	421
영업/정상	125

Length

Max length	5
Median length	2
Mean length	2.6868132
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 (%)
폐업	421	77.1%
영업/정상	125	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	421	77.1%
영업/정상	125	22.9%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

2	421
1	125

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	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	421	77.1%
1	125	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	421	77.1%
1	125	22.9%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

폐업	421
영업	125

Length

Max length	2
Median length	2
Mean length	2
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 (%)
폐업	421	77.1%
영업	125	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	421	77.1%
영업	125	22.9%

폐업일자
Date

MISSING

Distinct	355
Distinct (%)	84.3%
Missing	125
Missing (%)	22.9%
Memory size	4.4 KiB

Minimum	1994-12-30 00:00:00
Maximum	2024-05-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

전화번호
Text

MISSING

Distinct	483
Distinct (%)	93.6%
Missing	30
Missing (%)	5.5%
Memory size	4.4 KiB

Length

Max length	12
Median length	10
Mean length	10.054264
Min length	2

Characters and Unicode

Total characters	5188
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	456 ?
Unique (%)	88.4%

Sample

1st row	0205323649
2nd row	0205340498
3rd row	02 5938918
4th row	02 8133718
5th row	02 8127050

Value	Count	Frequency (%)
02	243	30.3%
0200000000	5	0.6%
5938918	3	0.4%
815	3	0.4%
0234739644	3	0.4%
591	3	0.4%
8341868	3	0.4%
8133718	3	0.4%
8230335	3	0.4%
813	3	0.4%
Other values (499)	530	66.1%

Most occurring characters

Value	Count	Frequency (%)
0	955	18.4%
2	943	18.2%
8	635	12.2%
5	456	8.8%
1	419	8.1%
3	374	7.2%
	336	6.5%
4	314	6.1%
6	262	5.1%
7	252	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4852	93.5%
Space Separator	336	6.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	955	19.7%
2	943	19.4%
8	635	13.1%
5	456	9.4%
1	419	8.6%
3	374	7.7%
4	314	6.5%
6	262	5.4%
7	252	5.2%
9	242	5.0%

Space Separator

Value	Count	Frequency (%)
	336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5188	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	955	18.4%
2	943	18.2%
8	635	12.2%
5	456	8.8%
1	419	8.1%
3	374	7.2%
	336	6.5%
4	314	6.1%
6	262	5.1%
7	252	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5188	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	955	18.4%
2	943	18.2%
8	635	12.2%
5	456	8.8%
1	419	8.1%
3	374	7.2%
	336	6.5%
4	314	6.1%
6	262	5.1%
7	252	4.9%

소재지면적
Text

Distinct	376
Distinct (%)	68.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	9
Median length	5
Mean length	4.8663004
Min length	3

Characters and Unicode

Total characters	2657
Distinct characters	12
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	316 ?
Unique (%)	57.9%

Sample

1st row	19.00
2nd row	35.69
3rd row	.00
4th row	494.80
5th row	.00

Value	Count	Frequency (%)
00	66	12.1%
33.00	11	2.0%
23.10	8	1.5%
26.40	7	1.3%
16.70	5	0.9%
23.50	5	0.9%
29.70	5	0.9%
24.00	5	0.9%
26.50	4	0.7%
18.00	4	0.7%
Other values (366)	426	78.0%

Most occurring characters

Value	Count	Frequency (%)
.	546	20.5%
0	528	19.9%
2	290	10.9%
3	238	9.0%
1	226	8.5%
4	165	6.2%
6	163	6.1%
5	159	6.0%
9	123	4.6%
7	109	4.1%
Other values (2)	110	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2108	79.3%
Other Punctuation	549	20.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	528	25.0%
2	290	13.8%
3	238	11.3%
1	226	10.7%
4	165	7.8%
6	163	7.7%
5	159	7.5%
9	123	5.8%
7	109	5.2%
8	107	5.1%

Other Punctuation

Value	Count	Frequency (%)
.	546	99.5%
,	3	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	2657	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	546	20.5%
0	528	19.9%
2	290	10.9%
3	238	9.0%
1	226	8.5%
4	165	6.2%
6	163	6.1%
5	159	6.0%
9	123	4.6%
7	109	4.1%
Other values (2)	110	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2657	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	546	20.5%
0	528	19.9%
2	290	10.9%
3	238	9.0%
1	226	8.5%
4	165	6.2%
6	163	6.1%
5	159	6.0%
9	123	4.6%
7	109	4.1%
Other values (2)	110	4.1%

소재지우편번호
Text

Distinct	103
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	7
Median length	6
Mean length	6.0549451
Min length	6

Characters and Unicode

Total characters	3306
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	27 ?
Unique (%)	4.9%

Sample

1st row	156816
2nd row	156824
3rd row	156090
4th row	156834
5th row	156858

Value	Count	Frequency (%)
156030	26	4.8%
156090	23	4.2%
156846	15	2.7%
156815	14	2.6%
156825	13	2.4%
156827	13	2.4%
156060	13	2.4%
156821	13	2.4%
156855	12	2.2%
156811	12	2.2%
Other values (93)	392	71.8%

Most occurring characters

Value	Count	Frequency (%)
1	708	21.4%
5	657	19.9%
6	619	18.7%
8	494	14.9%
0	279	8.4%
4	129	3.9%
2	127	3.8%
3	121	3.7%
7	85	2.6%
9	57	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3276	99.1%
Dash Punctuation	30	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	708	21.6%
5	657	20.1%
6	619	18.9%
8	494	15.1%
0	279	8.5%
4	129	3.9%
2	127	3.9%
3	121	3.7%
7	85	2.6%
9	57	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3306	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	708	21.4%
5	657	19.9%
6	619	18.7%
8	494	14.9%
0	279	8.4%
4	129	3.9%
2	127	3.8%
3	121	3.7%
7	85	2.6%
9	57	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3306	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	708	21.4%
5	657	19.9%
6	619	18.7%
8	494	14.9%
0	279	8.4%
4	129	3.9%
2	127	3.8%
3	121	3.7%
7	85	2.6%
9	57	1.7%

지번주소
Text

Distinct	502
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	43
Median length	41
Mean length	24.619048
Min length	16

Characters and Unicode

Total characters	13442
Distinct characters	147
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	465 ?
Unique (%)	85.2%

Sample

1st row	서울특별시 동작구 사당동 141-156
2nd row	서울특별시 동작구 사당동 708-457번지
3rd row	서울특별시 동작구 사당동 1131-0번지 영아A 상가 203호
4th row	서울특별시 동작구 상도1동 326-14번지
5th row	서울특별시 동작구 흑석동 79-93번지

Value	Count	Frequency (%)
서울특별시	546	22.3%
동작구	545	22.3%
사당동	169	6.9%
상도동	117	4.8%
신대방동	68	2.8%
흑석동	51	2.1%
노량진동	48	2.0%
대방동	43	1.8%
상도1동	26	1.1%
1층	18	0.7%
Other values (626)	817	33.4%

Most occurring characters

Value	Count	Frequency (%)
	2356	17.5%
동	1150	8.6%
1	603	4.5%
작	554	4.1%
서	546	4.1%
구	546	4.1%
울	546	4.1%
시	546	4.1%
별	546	4.1%
특	546	4.1%
Other values (137)	5503	40.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7821	58.2%
Decimal Number	2747	20.4%
Space Separator	2356	17.5%
Dash Punctuation	459	3.4%
Close Punctuation	19	0.1%
Open Punctuation	19	0.1%
Uppercase Letter	11	0.1%
Other Punctuation	8	0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1150	14.7%
작	554	7.1%
서	546	7.0%
구	546	7.0%
울	546	7.0%
시	546	7.0%
별	546	7.0%
특	546	7.0%
지	446	5.7%
번	429	5.5%
Other values (114)	1966	25.1%

Decimal Number

Value	Count	Frequency (%)
1	603	22.0%
2	393	14.3%
3	322	11.7%
0	301	11.0%
4	241	8.8%
5	211	7.7%
6	201	7.3%
7	174	6.3%
9	157	5.7%
8	144	5.2%

Uppercase Letter

Value	Count	Frequency (%)
A	6	54.5%
B	3	27.3%
P	1	9.1%
T	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	5	62.5%
.	2	25.0%
?	1	12.5%

Lowercase Letter

Value	Count	Frequency (%)
e	1	50.0%
a	1	50.0%

Space Separator

Value	Count	Frequency (%)
	2356	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	459	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7821	58.2%
Common	5608	41.7%
Latin	13	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1150	14.7%
작	554	7.1%
서	546	7.0%
구	546	7.0%
울	546	7.0%
시	546	7.0%
별	546	7.0%
특	546	7.0%
지	446	5.7%
번	429	5.5%
Other values (114)	1966	25.1%

Common

Value	Count	Frequency (%)
	2356	42.0%
1	603	10.8%
-	459	8.2%
2	393	7.0%
3	322	5.7%
0	301	5.4%
4	241	4.3%
5	211	3.8%
6	201	3.6%
7	174	3.1%
Other values (7)	347	6.2%

Latin

Value	Count	Frequency (%)
A	6	46.2%
B	3	23.1%
e	1	7.7%
P	1	7.7%
T	1	7.7%
a	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7821	58.2%
ASCII	5621	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2356	41.9%
1	603	10.7%
-	459	8.2%
2	393	7.0%
3	322	5.7%
0	301	5.4%
4	241	4.3%
5	211	3.8%
6	201	3.6%
7	174	3.1%
Other values (13)	360	6.4%

Hangul

Value	Count	Frequency (%)
동	1150	14.7%
작	554	7.1%
서	546	7.0%
구	546	7.0%
울	546	7.0%
시	546	7.0%
별	546	7.0%
특	546	7.0%
지	446	5.7%
번	429	5.5%
Other values (114)	1966	25.1%

도로명주소
Text

MISSING

Distinct	302
Distinct (%)	99.7%
Missing	243
Missing (%)	44.5%
Memory size	4.4 KiB

Length

Max length	54
Median length	49
Mean length	30.283828
Min length	22

Characters and Unicode

Total characters	9176
Distinct characters	158
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	301 ?
Unique (%)	99.3%

Sample

1st row	서울특별시 동작구 사당로27길 24 (사당동)
2nd row	서울특별시 동작구 동작대로27다길 41 (사당동)
3rd row	서울특별시 동작구 사당로16길 57 (사당동)
4th row	서울특별시 동작구 사당로23길 126 (사당동)
5th row	서울특별시 동작구 서달로10라길 16 (흑석동)

Value	Count	Frequency (%)
서울특별시	303	17.4%
동작구	302	17.4%
사당동	85	4.9%
상도동	55	3.2%
1층	39	2.2%
신대방동	33	1.9%
흑석동	27	1.6%
노량진동	24	1.4%
대방동	22	1.3%
상가동	16	0.9%
Other values (448)	833	47.9%

Most occurring characters

Value	Count	Frequency (%)
	1436	15.6%
동	700	7.6%
1	348	3.8%
작	339	3.7%
서	318	3.5%
)	318	3.5%
(	318	3.5%
특	303	3.3%
별	303	3.3%
시	303	3.3%
Other values (148)	4490	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5524	60.2%
Space Separator	1436	15.6%
Decimal Number	1388	15.1%
Close Punctuation	318	3.5%
Open Punctuation	318	3.5%
Other Punctuation	156	1.7%
Dash Punctuation	23	0.3%
Uppercase Letter	11	0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	700	12.7%
작	339	6.1%
서	318	5.8%
특	303	5.5%
별	303	5.5%
시	303	5.5%
구	303	5.5%
울	303	5.5%
로	266	4.8%
길	255	4.6%
Other values (126)	2131	38.6%

Decimal Number

Value	Count	Frequency (%)
1	348	25.1%
2	243	17.5%
3	151	10.9%
0	120	8.6%
4	110	7.9%
6	98	7.1%
5	94	6.8%
7	78	5.6%
9	76	5.5%
8	70	5.0%

Uppercase Letter

Value	Count	Frequency (%)
A	5	45.5%
B	4	36.4%
L	1	9.1%
G	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	155	99.4%
?	1	0.6%

Lowercase Letter

Value	Count	Frequency (%)
a	1	50.0%
e	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1436	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	318	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	318	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5524	60.2%
Common	3639	39.7%
Latin	13	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	700	12.7%
작	339	6.1%
서	318	5.8%
특	303	5.5%
별	303	5.5%
시	303	5.5%
구	303	5.5%
울	303	5.5%
로	266	4.8%
길	255	4.6%
Other values (126)	2131	38.6%

Common

Value	Count	Frequency (%)
	1436	39.5%
1	348	9.6%
)	318	8.7%
(	318	8.7%
2	243	6.7%
,	155	4.3%
3	151	4.1%
0	120	3.3%
4	110	3.0%
6	98	2.7%
Other values (6)	342	9.4%

Latin

Value	Count	Frequency (%)
A	5	38.5%
B	4	30.8%
a	1	7.7%
L	1	7.7%
G	1	7.7%
e	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5524	60.2%
ASCII	3652	39.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1436	39.3%
1	348	9.5%
)	318	8.7%
(	318	8.7%
2	243	6.7%
,	155	4.2%
3	151	4.1%
0	120	3.3%
4	110	3.0%
6	98	2.7%
Other values (12)	355	9.7%

Hangul

Value	Count	Frequency (%)
동	700	12.7%
작	339	6.1%
서	318	5.8%
특	303	5.5%
별	303	5.5%
시	303	5.5%
구	303	5.5%
울	303	5.5%
로	266	4.8%
길	255	4.6%
Other values (126)	2131	38.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	133
Distinct (%)	46.0%
Missing	257
Missing (%)	47.1%
Infinite	0
Infinite (%)	0.0%
Mean	6994.0969

Minimum	6902
Maximum	7073
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	6902
5-th percentile	6911.4
Q1	6952
median	6998
Q3	7037
95-th percentile	7069
Maximum	7073
Range	171
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	49.962948
Coefficient of variation (CV)	0.0071435881
Kurtosis	-1.1335887
Mean	6994.0969
Median Absolute Deviation (MAD)	41
Skewness	-0.13782194
Sum	2021294
Variance	2496.2961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7071	6	1.1%
7051	6	1.1%
6980	5	0.9%
6990	5	0.9%
6970	5	0.9%
7072	4	0.7%
7064	4	0.7%
6945	4	0.7%
7008	4	0.7%
7016	4	0.7%
Other values (123)	242	44.3%
(Missing)	257	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6902	2	0.4%
6904	2	0.4%
6906	1	0.2%
6907	1	0.2%
6908	3	0.5%
6909	3	0.5%
6910	1	0.2%
6911	2	0.4%
6912	1	0.2%
6913	1	0.2%

Value	Count	Frequency (%)
7073	1	0.2%
7072	4	0.7%
7071	6	1.1%
7070	3	0.5%
7069	3	0.5%
7068	3	0.5%
7067	3	0.5%
7065	2	0.4%
7064	4	0.7%
7063	2	0.4%

사업장명
Text

Distinct	399
Distinct (%)	73.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Length

Max length	20
Median length	17
Mean length	4.6355311
Min length	2

Characters and Unicode

Total characters	2531
Distinct characters	282
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	317 ?
Unique (%)	58.1%

Sample

1st row	소망세탁
2nd row	상미세탁소
3rd row	백양사
4th row	대림사
5th row	백미사

Value	Count	Frequency (%)
세탁소	11	1.9%
백양사	10	1.7%
현대사	8	1.4%
백조사	8	1.4%
경일사	7	1.2%
백양세탁소	6	1.0%
우리세탁소	5	0.9%
제일사	5	0.9%
백영사	4	0.7%
매직크리닝	4	0.7%
Other values (405)	509	88.2%

Most occurring characters

Value	Count	Frequency (%)
세	233	9.2%
탁	230	9.1%
사	192	7.6%
소	136	5.4%
크	76	3.0%
리	74	2.9%
성	67	2.6%
백	67	2.6%
닝	55	2.2%
대	43	1.7%
Other values (272)	1358	53.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2453	96.9%
Space Separator	32	1.3%
Decimal Number	23	0.9%
Lowercase Letter	9	0.4%
Uppercase Letter	8	0.3%
Other Punctuation	3	0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
세	233	9.5%
탁	230	9.4%
사	192	7.8%
소	136	5.5%
크	76	3.1%
리	74	3.0%
성	67	2.7%
백	67	2.7%
닝	55	2.2%
대	43	1.8%
Other values (243)	1280	52.2%

Lowercase Letter

Value	Count	Frequency (%)
k	1	11.1%
o	1	11.1%
l	1	11.1%
r	1	11.1%
u	1	11.1%
n	1	11.1%
a	1	11.1%
e	1	11.1%
p	1	11.1%

Decimal Number

Value	Count	Frequency (%)
1	9	39.1%
4	5	21.7%
2	4	17.4%
9	2	8.7%
5	1	4.3%
3	1	4.3%
8	1	4.3%

Uppercase Letter

Value	Count	Frequency (%)
L	2	25.0%
G	2	25.0%
K	1	12.5%
C	1	12.5%
O	1	12.5%
M	1	12.5%

Other Punctuation

Value	Count	Frequency (%)
&	1	33.3%
#	1	33.3%
.	1	33.3%

Space Separator

Value	Count	Frequency (%)
	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2453	96.9%
Common	61	2.4%
Latin	17	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
세	233	9.5%
탁	230	9.4%
사	192	7.8%
소	136	5.5%
크	76	3.1%
리	74	3.0%
성	67	2.7%
백	67	2.7%
닝	55	2.2%
대	43	1.8%
Other values (243)	1280	52.2%

Latin

Value	Count	Frequency (%)
L	2	11.8%
G	2	11.8%
K	1	5.9%
C	1	5.9%
k	1	5.9%
o	1	5.9%
O	1	5.9%
l	1	5.9%
r	1	5.9%
M	1	5.9%
Other values (5)	5	29.4%

Common

Value	Count	Frequency (%)
	32	52.5%
1	9	14.8%
4	5	8.2%
2	4	6.6%
9	2	3.3%
&	1	1.6%
(	1	1.6%
)	1	1.6%
+	1	1.6%
#	1	1.6%
Other values (4)	4	6.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2453	96.9%
ASCII	78	3.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	233	9.5%
탁	230	9.4%
사	192	7.8%
소	136	5.5%
크	76	3.1%
리	74	3.0%
성	67	2.7%
백	67	2.7%
닝	55	2.2%
대	43	1.8%
Other values (243)	1280	52.2%

ASCII

Value	Count	Frequency (%)
	32	41.0%
1	9	11.5%
4	5	6.4%
2	4	5.1%
9	2	2.6%
L	2	2.6%
G	2	2.6%
K	1	1.3%
C	1	1.3%
k	1	1.3%
Other values (19)	19	24.4%

최종수정일자
Date

Distinct	401
Distinct (%)	73.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Minimum	1998-12-24 00:00:00
Maximum	2024-05-02 10:07:33

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

I	361
U	185

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	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	361	66.1%
U	185	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	361	66.1%
u	185	33.9%

데이터갱신일자
Date

Distinct	124
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:04:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

일반세탁업	530
운동화전문세탁업	8
빨래방업	7
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	5.032967
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	530	97.1%
운동화전문세탁업	8	1.5%
빨래방업	7	1.3%
세탁업 기타	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	530	96.9%
운동화전문세탁업	8	1.5%
빨래방업	7	1.3%
세탁업	1	0.2%
기타	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	379
Distinct (%)	76.6%
Missing	51
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	195512.22

Minimum	191691.68
Maximum	198382.63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	191691.68
5-th percentile	192113.2
Q1	194006.89
median	195489.42
Q3	197405.95
95-th percentile	198106.6
Maximum	198382.63
Range	6690.9555
Interquartile range (IQR)	3399.0578

Descriptive statistics

Standard deviation	1896.0977
Coefficient of variation (CV)	0.0096981034
Kurtosis	-1.1472458
Mean	195512.22
Median Absolute Deviation (MAD)	1683.7389
Skewness	-0.17435334
Sum	96778549
Variance	3595186.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
197802.054854046	9	1.6%
191691.678396263	6	1.1%
192113.200600983	6	1.1%
193204.782207917	6	1.1%
193311.831569946	4	0.7%
193279.599095483	4	0.7%
197545.985381694	4	0.7%
193872.183173262	4	0.7%
195312.318811562	3	0.5%
193980.815977264	3	0.5%
Other values (369)	446	81.7%
(Missing)	51	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191691.678396263	6	1.1%
191765.714787143	1	0.2%
191775.04452045	1	0.2%
191831.580904689	2	0.4%
191855.96589943	2	0.4%
191934.916129397	1	0.2%
191946.135275517	2	0.4%
191948.400369861	1	0.2%
191949.703160289	1	0.2%
191952.875072419	1	0.2%

Value	Count	Frequency (%)
198382.633852093	1	0.2%
198372.084206789	1	0.2%
198309.48428538	1	0.2%
198309.408216847	1	0.2%
198286.160000404	1	0.2%
198258.848088523	1	0.2%
198249.192413517	1	0.2%
198240.488879447	1	0.2%
198236.514850357	1	0.2%
198235.697626812	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	379
Distinct (%)	76.6%
Missing	51
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	443766.58

Minimum	441543.54
Maximum	445772.63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	441543.54
5-th percentile	441888.75
Q1	442884.53
median	443829.81
Q3	444741.52
95-th percentile	445521.27
Maximum	445772.63
Range	4229.0892
Interquartile range (IQR)	1856.9852

Descriptive statistics

Standard deviation	1139.365
Coefficient of variation (CV)	0.0025674872
Kurtosis	-1.0892812
Mean	443766.58
Median Absolute Deviation (MAD)	934.83355
Skewness	-0.1026758
Sum	2.1966446 × 10⁸
Variance	1298152.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443049.47147487	9	1.6%
442818.113681285	6	1.1%
443344.373525343	6	1.1%
443168.51356024	6	1.1%
443352.67250352	4	0.7%
443230.418234155	4	0.7%
442685.886949892	4	0.7%
443472.205196671	4	0.7%
444456.494334166	3	0.5%
443592.370102492	3	0.5%
Other values (369)	446	81.7%
(Missing)	51	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
441543.537610587	1	0.2%
441581.838470649	1	0.2%
441621.408468674	2	0.4%
441632.166495668	1	0.2%
441634.011539027	1	0.2%
441668.907887159	1	0.2%
441673.940740741	1	0.2%
441679.709963705	2	0.4%
441692.742121577	1	0.2%
441731.180248315	1	0.2%

Value	Count	Frequency (%)
445772.626840932	2	0.4%
445764.45259219	2	0.4%
445631.450029526	1	0.2%
445610.160717686	2	0.4%
445602.132378665	2	0.4%
445574.672326745	1	0.2%
445569.92313256	1	0.2%
445555.611616414	1	0.2%
445555.297104702	1	0.2%
445552.694482149	2	0.4%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

일반세탁업	458
<NA>	74
운동화전문세탁업	7
빨래방업	6
세탁업 기타	1

Length

Max length	8
Median length	5
Mean length	4.8937729
Min length	4

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	458	83.9%
<NA>	74	13.6%
운동화전문세탁업	7	1.3%
빨래방업	6	1.1%
세탁업 기타	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	458	83.7%
na	74	13.5%
운동화전문세탁업	7	1.3%
빨래방업	6	1.1%
세탁업	1	0.2%
기타	1	0.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	3.4%
Missing	282
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.95833333

Minimum	0
Maximum	25
Zeros	185
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.1329763
Coefficient of variation (CV)	2.2257144
Kurtosis	60.971618
Mean	0.95833333
Median Absolute Deviation (MAD)	0
Skewness	6.0432022
Sum	253
Variance	4.5495881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	185	33.9%
3	29	5.3%
2	14	2.6%
1	14	2.6%
4	11	2.0%
5	6	1.1%
6	3	0.5%
25	1	0.2%
7	1	0.2%
(Missing)	282	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	185	33.9%
1	14	2.6%
2	14	2.6%
3	29	5.3%
4	11	2.0%
5	6	1.1%
6	3	0.5%
7	1	0.2%
25	1	0.2%

Value	Count	Frequency (%)
25	1	0.2%
7	1	0.2%
6	3	0.5%
5	6	1.1%
4	11	2.0%
3	29	5.3%
2	14	2.6%
1	14	2.6%
0	185	33.9%

건물지하층수
Categorical

Distinct	6
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	292
0	205
1	45
4	2
3	1

Length

Max length	4
Median length	4
Mean length	2.6043956
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	292	53.5%
0	205	37.5%
1	45	8.2%
4	2	0.4%
3	1	0.2%
2	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	292	53.5%
0	205	37.5%
1	45	8.2%
4	2	0.4%
3	1	0.2%
2	1	0.2%

사용시작지상층
Categorical

Distinct	6
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	283
0	143
1	101
2	11
3	5

Length

Max length	4
Median length	4
Mean length	2.5549451
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	283	51.8%
0	143	26.2%
1	101	18.5%
2	11	2.0%
3	5	0.9%
4	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	283	51.8%
0	143	26.2%
1	101	18.5%
2	11	2.0%
3	5	0.9%
4	3	0.5%

사용끝지상층
Categorical

Distinct	6
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	310
0	145
1	75
2	10
4	3

Length

Max length	4
Median length	4
Mean length	2.7032967
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	310	56.8%
0	145	26.6%
1	75	13.7%
2	10	1.8%
4	3	0.5%
3	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	310	56.8%
0	145	26.6%
1	75	13.7%
2	10	1.8%
4	3	0.5%
3	3	0.5%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	385
0	149
1	9
3	3

Length

Max length	4
Median length	4
Mean length	3.1153846
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	70.5%
0	149	27.3%
1	9	1.6%
3	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	70.5%
0	149	27.3%
1	9	1.6%
3	3	0.5%

사용끝지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	388
0	150
1	7
3	1

Length

Max length	4
Median length	4
Mean length	3.1318681
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	388	71.1%
0	150	27.5%
1	7	1.3%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	388	71.1%
0	150	27.5%
1	7	1.3%
3	1	0.2%

한실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	334
0	212

Length

Max length	4
Median length	4
Mean length	2.8351648
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	334	61.2%
0	212	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	334	61.2%
0	212	38.8%

양실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	334
0	212

Length

Max length	4
Median length	4
Mean length	2.8351648
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	334	61.2%
0	212	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	334	61.2%
0	212	38.8%

욕실수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	334
0	212

Length

Max length	4
Median length	4
Mean length	2.8351648
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	334	61.2%
0	212	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	334	61.2%
0	212	38.8%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	79
Missing (%)	14.5%
Memory size	1.2 KiB

False	467
(Missing)	79

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	467	85.5%
(Missing)	79	14.5%

좌석수
Categorical

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	332
0	212
2	2

Length

Max length	4
Median length	4
Mean length	2.8241758
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	332	60.8%
0	212	38.8%
2	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	332	60.8%
0	212	38.8%
2	2	0.4%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	546
Missing (%)	100.0%
Memory size	4.9 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	476
임대	68
자가	2

Length

Max length	4
Median length	4
Mean length	3.7435897
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	476	87.2%
임대	68	12.5%
자가	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	476	87.2%
임대	68	12.5%
자가	2	0.4%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	4.2%
Missing	380
Missing (%)	69.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.4879518

Minimum	0
Maximum	31
Zeros	15
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	31
Range	31
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.468561
Coefficient of variation (CV)	1.6590329
Kurtosis	125.42171
Mean	1.4879518
Median Absolute Deviation (MAD)	0
Skewness	10.526106
Sum	247
Variance	6.0937934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	107	19.6%
2	28	5.1%
0	15	2.7%
3	8	1.5%
4	6	1.1%
31	1	0.2%
5	1	0.2%
(Missing)	380	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	2.7%
1	107	19.6%
2	28	5.1%
3	8	1.5%
4	6	1.1%
5	1	0.2%
31	1	0.2%

Value	Count	Frequency (%)
31	1	0.2%
5	1	0.2%
4	6	1.1%
3	8	1.5%
2	28	5.1%
1	107	19.6%
0	15	2.7%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	517
0	26
1	3

Length

Max length	4
Median length	4
Mean length	3.8406593
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	517	94.7%
0	26	4.8%
1	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	517	94.7%
0	26	4.8%
1	3	0.5%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	517
0	26
1	3

Length

Max length	4
Median length	4
Mean length	3.8406593
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	517	94.7%
0	26	4.8%
1	3	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	517	94.7%
0	26	4.8%
1	3	0.5%

회수건조수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	433
1	80
0	29
2	3
3	1

Length

Max length	4
Median length	4
Mean length	3.3791209
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	433	79.3%
1	80	14.7%
0	29	5.3%
2	3	0.5%
3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	433	79.3%
1	80	14.7%
0	29	5.3%
2	3	0.5%
3	1	0.2%

침대수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.4 KiB

<NA>	480
0	66

Length

Max length	4
Median length	4
Mean length	3.6373626
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	480	87.9%
0	66	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	480	87.9%
0	66	12.1%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.4%
Missing	74
Missing (%)	13.6%
Memory size	1.2 KiB

False	471
True	1
(Missing)	74

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	471	86.3%
True	1	0.2%
(Missing)	74	13.6%

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)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3190000	3190000-205-1987-01675	19870601	<NA>	3	폐업	2	폐업	20220614	<NA>	<NA>	<NA>	0205323649	19.00	156816	서울특별시 동작구 사당동 141-156	서울특별시 동작구 사당로27길 24 (사당동)	7007	소망세탁	2022-06-14 17:21:48	U	2021-12-05 23:06:00.0	일반세탁업	197991.306131	442558.104806	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3190000	3190000-205-1987-01676	19870601	<NA>	3	폐업	2	폐업	20141016	<NA>	<NA>	<NA>	0205340498	35.69	156824	서울특별시 동작구 사당동 708-457번지	서울특별시 동작구 동작대로27다길 41 (사당동)	7008	상미세탁소	2004-10-21 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	198196.672532	442623.107414	일반세탁업	5	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3190000	3190000-205-1987-01677	19870601	<NA>	3	폐업	2	폐업	20030605	<NA>	<NA>	<NA>	02 5938918	.00	156090	서울특별시 동작구 사당동 1131-0번지 영아A 상가 203호	<NA>	<NA>	백양사	2003-06-05 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	197390.143153	442578.04727	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3190000	3190000-205-1987-01678	19870619	<NA>	3	폐업	2	폐업	19970710	<NA>	<NA>	<NA>	02 8133718	494.80	156834	서울특별시 동작구 상도1동 326-14번지	<NA>	<NA>	대림사	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	195684.973374	444497.816736	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3190000	3190000-205-1987-01679	19870619	<NA>	3	폐업	2	폐업	20070604	<NA>	<NA>	<NA>	02 8127050	.00	156858	서울특별시 동작구 흑석동 79-93번지	<NA>	<NA>	백미사	2004-12-06 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	196447.200931	444462.633885	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3190000	3190000-205-1987-01680	19870901	<NA>	3	폐업	2	폐업	20041101	<NA>	<NA>	<NA>	02 8155917	.00	156030	서울특별시 동작구 상도동 67-6번지	<NA>	<NA>	국제크리닝	2003-07-12 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	195729.867668	444060.595683	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3190000	3190000-205-1987-01695	19870601	<NA>	3	폐업	2	폐업	20191203	<NA>	<NA>	<NA>	0205836481	19.90	156821	서울특별시 동작구 사당동 312-7번지	서울특별시 동작구 사당로16길 57 (사당동)	7011	상신세탁소	2019-12-03 13:30:48	U	2019-12-05 02:40:00.0	일반세탁업	197470.684253	442103.255844	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	1	<NA>	N
7	3190000	3190000-205-1987-01696	19870601	<NA>	3	폐업	2	폐업	20150901	<NA>	<NA>	<NA>	0205938260	32.64	156824	서울특별시 동작구 사당동 708-690번지	서울특별시 동작구 사당로23길 126 (사당동)	<NA>	문성사	2004-10-21 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	197530.519485	442896.492187	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3190000	3190000-205-1987-01697	19870601	<NA>	3	폐업	2	폐업	20000527	<NA>	<NA>	<NA>	0205905259	.00	156818	서울특별시 동작구 사당동 171-1번지	<NA>	<NA>	삼성크리닝	2000-06-03 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	<NA>	<NA>	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3190000	3190000-205-1987-01698	19870601	<NA>	3	폐업	2	폐업	20020501	<NA>	<NA>	<NA>	0205933413	70.26	156818	서울특별시 동작구 사당동 170-25번지	<NA>	<NA>	장미사	2002-08-16 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	197435.087507	443040.28284	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	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)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
536	3190000	3190000-205-2019-00004	2019-09-11	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 534 5855	65.16	156-090	서울특별시 동작구 사당동 1157 이수역리가아파트	서울특별시 동작구 사당로27길 130, 주상가동 B202호 (사당동, 이수역리가아파트)	7000	리가세탁	2024-04-05 16:29:14	U	2023-12-04 00:07:00.0	일반세탁업	197617.874056	443032.713811	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
537	3190000	3190000-205-2019-00005	20191025	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 8246766	22.50	156718	서울특별시 동작구 상도동 414 건영아파트	서울특별시 동작구 만양로 26, 상가동 2층 205호 (상도동, 건영아파트)	6918	브니엘 세탁소	2022-05-27 15:49:00	U	2021-12-04 22:09:00.0	일반세탁업	195489.423431	444995.675592	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
538	3190000	3190000-205-2020-00001	20200122	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	56.41	156710	서울특별시 동작구 신대방동 395-68번지 보라매나산스위트	서울특별시 동작구 보라매로5가길 24, B3-1호 (신대방동, 보라매나산스위트)	7071	크린하우스	2020-01-23 15:11:50	I	2020-01-24 00:23:24.0	일반세탁업	193204.782208	443168.51356	일반세탁업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	4	0	0	0	0	N
539	3190000	3190000-205-2020-00002	20201022	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.47	156843	서울특별시 동작구 상도동 262-2	서울특별시 동작구 성대로12길 8, 1층 102호 (상도동)	7045	오크린	2020-10-26 15:12:16	U	2020-10-28 02:40:00.0	일반세탁업	194210.802823	443896.756156	일반세탁업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	2	1	1	2	0	N
540	3190000	3190000-205-2021-00001	20211119	<NA>	3	폐업	2	폐업	20221207	<NA>	<NA>	<NA>	<NA>	33.00	156811	서울특별시 동작구 대방동 411-3 대양빌딩	서울특별시 동작구 여의대방로26길 52, 대양빌딩 지층 (대방동)	7055	다원인프라	2022-12-07 14:14:40	U	2021-11-02 00:09:00.0	일반세탁업	193141.269269	444114.55685	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
541	3190000	3190000-205-2022-00001	20220622	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5915283	13.99	156815	서울특별시 동작구 사당동 105 신동아아파트	서울특별시 동작구 동작대로29길 110, 상가동 2층 204호 (사당동, 신동아아파트)	6998	백합명품세탁소	2022-08-31 14:56:59	U	2021-12-09 00:02:00.0	일반세탁업	197802.054854	443049.471475	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
542	3190000	3190000-205-2022-00002	20220713	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5374918	32.36	156815	서울특별시 동작구 사당동 105 사당우성아파트	서울특별시 동작구 동작대로29길 115, 상가(3단지)동 3층 305호 (사당동, 사당우성아파트)	6990	우성세탁소	2022-07-13 13:06:11	I	2021-12-06 23:05:00.0	일반세탁업	197802.054854	443049.471475	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
543	3190000	3190000-205-2023-00001	2023-04-10	<NA>	3	폐업	2	폐업	2024-01-31	<NA>	<NA>	<NA>	<NA>	24.00	156-823	서울특별시 동작구 사당동 316-31	서울특별시 동작구 사당로22나길 69, 1층 102호 (사당동)	7017	새날세탁소	2024-01-31 10:47:40	U	2023-12-02 00:02:00.0	일반세탁업	197571.141945	442040.005369	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
544	3190000	3190000-205-2023-00002	2023-08-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 8481608	19.80	156-722	서울특별시 동작구 신대방동 713 보라매롯데낙천대아파트	서울특별시 동작구 여의대방로10길 38, 상가동 지하5호 (신대방동, 보라매롯데낙천대아파트)	7064	롯데세탁소	2023-08-09 14:06:42	I	2022-12-07 23:01:00.0	일반세탁업	192295.136304	443573.337118	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
545	3190000	3190000-205-2023-00003	2023-09-12	<NA>	3	폐업	2	폐업	2024-02-14	<NA>	<NA>	<NA>	<NA>	72.12	156-861	서울특별시 동작구 흑석동 205-10	서울특별시 동작구 흑석로7길 5, 1층 (흑석동)	6911	유니더스빨래방	2024-02-15 08:59:49	U	2023-12-01 23:07:00.0	일반세탁업	196229.261566	444985.548721	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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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

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

Space Separator

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

Other 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

Decimal Number

Uppercase Letter

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block