gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	785
Missing cells	7930
Missing cells (%)	23.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	287.6 KiB
Average record size in memory	375.2 B

Variable types

Categorical	19
Text	7
DateTime	4
Unsupported	7
Numeric	6
Boolean	1

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,남성종사자수,여성종사자수,영업장주변구분명,등급구분명,급수시설구분명,총인원,본사종업원수,공장사무직종업원수,공장판매직종업원수,공장생산직종업원수,건물소유구분명,보증액,월세액,다중이용업소여부,시설총규모,전통업소지정번호,전통업소주된음식,홈페이지
Author	강남구
URL	https://data.seoul.go.kr/dataList/OA-18024/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (67.6%)	Imbalance
`등급구분명` is highly imbalanced (52.4%)	Imbalance
`총인원` is highly imbalanced (75.4%)	Imbalance
`공장사무직종업원수` is highly imbalanced (75.4%)	Imbalance
`공장판매직종업원수` is highly imbalanced (75.4%)	Imbalance
`공장생산직종업원수` is highly imbalanced (75.4%)	Imbalance
`건물소유구분명` is highly imbalanced (70.2%)	Imbalance
`인허가취소일자` has 785 (100.0%) missing values	Missing
`폐업일자` has 435 (55.4%) missing values	Missing
`휴업시작일자` has 785 (100.0%) missing values	Missing
`휴업종료일자` has 785 (100.0%) missing values	Missing
`재개업일자` has 785 (100.0%) missing values	Missing
`전화번호` has 141 (18.0%) missing values	Missing
`소재지면적` has 75 (9.6%) missing values	Missing
`도로명주소` has 163 (20.8%) missing values	Missing
`도로명우편번호` has 174 (22.2%) missing values	Missing
`좌표정보(X)` has 23 (2.9%) missing values	Missing
`좌표정보(Y)` has 23 (2.9%) missing values	Missing
`여성종사자수` has 593 (75.5%) missing values	Missing
`본사종업원수` has 470 (59.9%) missing values	Missing
`다중이용업소여부` has 166 (21.1%) missing values	Missing
`시설총규모` has 166 (21.1%) missing values	Missing
`전통업소지정번호` has 785 (100.0%) missing values	Missing
`전통업소주된음식` has 785 (100.0%) missing values	Missing
`홈페이지` has 785 (100.0%) 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
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`여성종사자수` has 186 (23.7%) zeros	Zeros
`본사종업원수` has 291 (37.1%) zeros	Zeros
`시설총규모` has 264 (33.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 19:33:44.592329
Analysis finished	2024-04-29 19:33:45.905932
Duration	1.31 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	6.3 KiB

3220000	785

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3220000
2nd row	3220000
3rd row	3220000
4th row	3220000
5th row	3220000

Common Values

Value	Count	Frequency (%)
3220000	785	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3220000	785	100.0%

관리번호
Text

UNIQUE

Distinct	785
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

Length

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

Characters and Unicode

Total characters	17270
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	785 ?
Unique (%)	100.0%

Sample

1st row	3220000-105-1977-00029
2nd row	3220000-105-1979-00012
3rd row	3220000-105-1983-00200
4th row	3220000-105-1984-00009
5th row	3220000-105-1986-00005

Value	Count	Frequency (%)
3220000-105-1977-00029	1	0.1%
3220000-105-2013-00003	1	0.1%
3220000-105-2013-00015	1	0.1%
3220000-105-2013-00006	1	0.1%
3220000-105-2013-00007	1	0.1%
3220000-105-2013-00008	1	0.1%
3220000-105-2013-00009	1	0.1%
3220000-105-2013-00010	1	0.1%
3220000-105-2013-00011	1	0.1%
3220000-105-2013-00012	1	0.1%
Other values (775)	775	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	7453	43.2%
2	2590	15.0%
-	2355	13.6%
1	1717	9.9%
3	1015	5.9%
5	973	5.6%
9	497	2.9%
4	224	1.3%
8	171	1.0%
6	144	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14915	86.4%
Dash Punctuation	2355	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7453	50.0%
2	2590	17.4%
1	1717	11.5%
3	1015	6.8%
5	973	6.5%
9	497	3.3%
4	224	1.5%
8	171	1.1%
6	144	1.0%
7	131	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	2355	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17270	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7453	43.2%
2	2590	15.0%
-	2355	13.6%
1	1717	9.9%
3	1015	5.9%
5	973	5.6%
9	497	2.9%
4	224	1.3%
8	171	1.0%
6	144	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17270	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7453	43.2%
2	2590	15.0%
-	2355	13.6%
1	1717	9.9%
3	1015	5.9%
5	973	5.6%
9	497	2.9%
4	224	1.3%
8	171	1.0%
6	144	0.8%

인허가일자
Date

Distinct	676
Distinct (%)	86.1%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

Minimum	1979-07-30 00:00:00
Maximum	2024-04-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

1	435
3	350

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	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	435	55.4%
3	350	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	435	55.4%
3	350	44.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

영업/정상	435
폐업	350

Length

Max length	5
Median length	5
Mean length	3.6624204
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	435	55.4%
폐업	350	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	435	55.4%
폐업	350	44.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

1	435
2	350

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	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	435	55.4%
2	350	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	435	55.4%
2	350	44.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

영업	435
폐업	350

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	영업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
영업	435	55.4%
폐업	350	44.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	435	55.4%
폐업	350	44.6%

폐업일자
Date

MISSING

Distinct	308
Distinct (%)	88.0%
Missing	435
Missing (%)	55.4%
Memory size	6.3 KiB

Minimum	1994-06-30 00:00:00
Maximum	2024-04-23 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

전화번호
Text

MISSING

Distinct	614
Distinct (%)	95.3%
Missing	141
Missing (%)	18.0%
Memory size	6.3 KiB

Length

Max length	12
Median length	11
Mean length	10.28882
Min length	2

Characters and Unicode

Total characters	6626
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	595 ?
Unique (%)	92.4%

Sample

1st row	0234569086
2nd row	02 5413207
3rd row	34108495
4th row	0205411541
5th row	0205678055

Value	Count	Frequency (%)
02	382	33.7%
451	9	0.8%
070	6	0.5%
556	5	0.4%
0509	4	0.4%
541	4	0.4%
445	4	0.4%
546	3	0.3%
576	3	0.3%
518	3	0.3%
Other values (661)	710	62.7%

Most occurring characters

Value	Count	Frequency (%)
0	1206	18.2%
2	1014	15.3%
	711	10.7%
5	705	10.6%
1	591	8.9%
4	521	7.9%
3	480	7.2%
6	405	6.1%
7	394	5.9%
8	306	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5915	89.3%
Space Separator	711	10.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1206	20.4%
2	1014	17.1%
5	705	11.9%
1	591	10.0%
4	521	8.8%
3	480	8.1%
6	405	6.8%
7	394	6.7%
8	306	5.2%
9	293	5.0%

Space Separator

Value	Count	Frequency (%)
	711	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6626	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1206	18.2%
2	1014	15.3%
	711	10.7%
5	705	10.6%
1	591	8.9%
4	521	7.9%
3	480	7.2%
6	405	6.1%
7	394	5.9%
8	306	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6626	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1206	18.2%
2	1014	15.3%
	711	10.7%
5	705	10.6%
1	591	8.9%
4	521	7.9%
3	480	7.2%
6	405	6.1%
7	394	5.9%
8	306	4.6%

소재지면적
Text

MISSING

Distinct	401
Distinct (%)	56.5%
Missing	75
Missing (%)	9.6%
Memory size	6.3 KiB

Length

Max length	8
Median length	7
Mean length	4.6746479
Min length	3

Characters and Unicode

Total characters	3319
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	367 ?
Unique (%)	51.7%

Sample

1st row	59.00
2nd row	.00
3rd row	48.95
4th row	.00
5th row	0.00

Value	Count	Frequency (%)
00	239	33.7%
0.00	26	3.7%
99.00	5	0.7%
15.00	4	0.6%
12.00	4	0.6%
16.50	3	0.4%
120.00	3	0.4%
33.00	3	0.4%
144.00	3	0.4%
132.00	3	0.4%
Other values (391)	417	58.7%

Most occurring characters

Value	Count	Frequency (%)
0	1007	30.3%
.	710	21.4%
1	279	8.4%
2	223	6.7%
6	174	5.2%
4	174	5.2%
3	169	5.1%
5	157	4.7%
8	156	4.7%
9	134	4.0%
Other values (2)	136	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2602	78.4%
Other Punctuation	717	21.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1007	38.7%
1	279	10.7%
2	223	8.6%
6	174	6.7%
4	174	6.7%
3	169	6.5%
5	157	6.0%
8	156	6.0%
9	134	5.1%
7	129	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	710	99.0%
,	7	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3319	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1007	30.3%
.	710	21.4%
1	279	8.4%
2	223	6.7%
6	174	5.2%
4	174	5.2%
3	169	5.1%
5	157	4.7%
8	156	4.7%
9	134	4.0%
Other values (2)	136	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3319	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1007	30.3%
.	710	21.4%
1	279	8.4%
2	223	6.7%
6	174	5.2%
4	174	5.2%
3	169	5.1%
5	157	4.7%
8	156	4.7%
9	134	4.0%
Other values (2)	136	4.1%

소재지우편번호
Text

Distinct	259
Distinct (%)	33.1%
Missing	3
Missing (%)	0.4%
Memory size	6.3 KiB

Length

Max length	7
Median length	6
Mean length	6.168798
Min length	6

Characters and Unicode

Total characters	4824
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	98 ?
Unique (%)	12.5%

Sample

1st row	135500
2nd row	135901
3rd row	135834
4th row	135816
5th row	135931

Value	Count	Frequency (%)
135090	14	1.8%
135860	14	1.8%
135882	11	1.4%
135916	11	1.4%
135854	10	1.3%
135200	10	1.3%
135908	10	1.3%
135190	10	1.3%
135847	10	1.3%
135859	9	1.2%
Other values (249)	673	86.1%

Most occurring characters

Value	Count	Frequency (%)
5	993	20.6%
1	973	20.2%
3	923	19.1%
8	503	10.4%
9	411	8.5%
0	313	6.5%
2	187	3.9%
4	141	2.9%
-	132	2.7%
6	129	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4692	97.3%
Dash Punctuation	132	2.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	993	21.2%
1	973	20.7%
3	923	19.7%
8	503	10.7%
9	411	8.8%
0	313	6.7%
2	187	4.0%
4	141	3.0%
6	129	2.7%
7	119	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4824	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	993	20.6%
1	973	20.2%
3	923	19.1%
8	503	10.4%
9	411	8.5%
0	313	6.5%
2	187	3.9%
4	141	2.9%
-	132	2.7%
6	129	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	993	20.6%
1	973	20.2%
3	923	19.1%
8	503	10.4%
9	411	8.5%
0	313	6.5%
2	187	3.9%
4	141	2.9%
-	132	2.7%
6	129	2.7%

지번주소
Text

Distinct	737
Distinct (%)	94.2%
Missing	3
Missing (%)	0.4%
Memory size	6.3 KiB

Length

Max length	64
Median length	42
Mean length	24.920716
Min length	17

Characters and Unicode

Total characters	19488
Distinct characters	286
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	696 ?
Unique (%)	89.0%

Sample

1st row	서울특별시 강남구 대치동 1024번지
2nd row	서울특별시 강남구 압구정동 450-0번지 지하1층
3rd row	서울특별시 강남구 대치동 27-1
4th row	서울특별시 강남구 논현동 59-0번지
5th row	서울특별시 강남구 역삼동 809-10번지

Value	Count	Frequency (%)
서울특별시	782	21.5%
강남구	782	21.5%
역삼동	130	3.6%
대치동	100	2.7%
삼성동	97	2.7%
논현동	80	2.2%
개포동	80	2.2%
지하1층	73	2.0%
도곡동	65	1.8%
청담동	55	1.5%
Other values (939)	1398	38.4%

Most occurring characters

Value	Count	Frequency (%)
	3468	17.8%
서	838	4.3%
강	810	4.2%
남	810	4.2%
구	807	4.1%
동	805	4.1%
울	790	4.1%
시	788	4.0%
별	785	4.0%
특	782	4.0%
Other values (276)	8805	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11823	60.7%
Space Separator	3468	17.8%
Decimal Number	3439	17.6%
Dash Punctuation	646	3.3%
Uppercase Letter	70	0.4%
Other Punctuation	23	0.1%
Open Punctuation	9	< 0.1%
Close Punctuation	9	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	838	7.1%
강	810	6.9%
남	810	6.9%
구	807	6.8%
동	805	6.8%
울	790	6.7%
시	788	6.7%
별	785	6.6%
특	782	6.6%
지	772	6.5%
Other values (238)	3836	32.4%

Uppercase Letter

Value	Count	Frequency (%)
S	9	12.9%
E	7	10.0%
B	6	8.6%
K	5	7.1%
C	5	7.1%
H	4	5.7%
A	4	5.7%
I	4	5.7%
L	4	5.7%
G	3	4.3%
Other values (11)	19	27.1%

Decimal Number

Value	Count	Frequency (%)
1	747	21.7%
2	401	11.7%
0	387	11.3%
6	328	9.5%
4	299	8.7%
7	297	8.6%
5	290	8.4%
9	256	7.4%
3	250	7.3%
8	184	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	22	95.7%
.	1	4.3%

Space Separator

Value	Count	Frequency (%)
	3468	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	646	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11823	60.7%
Common	7594	39.0%
Latin	71	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	838	7.1%
강	810	6.9%
남	810	6.9%
구	807	6.8%
동	805	6.8%
울	790	6.7%
시	788	6.7%
별	785	6.6%
특	782	6.6%
지	772	6.5%
Other values (238)	3836	32.4%

Latin

Value	Count	Frequency (%)
S	9	12.7%
E	7	9.9%
B	6	8.5%
K	5	7.0%
C	5	7.0%
H	4	5.6%
A	4	5.6%
I	4	5.6%
L	4	5.6%
G	3	4.2%
Other values (12)	20	28.2%

Common

Value	Count	Frequency (%)
	3468	45.7%
1	747	9.8%
-	646	8.5%
2	401	5.3%
0	387	5.1%
6	328	4.3%
4	299	3.9%
7	297	3.9%
5	290	3.8%
9	256	3.4%
Other values (6)	475	6.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11823	60.7%
ASCII	7664	39.3%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3468	45.3%
1	747	9.7%
-	646	8.4%
2	401	5.2%
0	387	5.0%
6	328	4.3%
4	299	3.9%
7	297	3.9%
5	290	3.8%
9	256	3.3%
Other values (27)	545	7.1%

Hangul

Value	Count	Frequency (%)
서	838	7.1%
강	810	6.9%
남	810	6.9%
구	807	6.8%
동	805	6.8%
울	790	6.7%
시	788	6.7%
별	785	6.6%
특	782	6.6%
지	772	6.5%
Other values (238)	3836	32.4%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

도로명주소
Text

MISSING

Distinct	610
Distinct (%)	98.1%
Missing	163
Missing (%)	20.8%
Memory size	6.3 KiB

Length

Max length	68
Median length	48
Mean length	32.053055
Min length	21

Characters and Unicode

Total characters	19937
Distinct characters	312
Distinct categories	8 ?
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	599 ?
Unique (%)	96.3%

Sample

1st row	서울특별시 강남구 남부순환로 3165 (대치동)
2nd row	서울특별시 강남구 언주로 211 (도곡동,강남세브란스병원 본관 지하1층)
3rd row	서울특별시 강남구 영동대로 513 (삼성동)
4th row	서울특별시 강남구 봉은사로 150 (역삼동)
5th row	서울특별시 강남구 압구정로 343 (압구정동)

Value	Count	Frequency (%)
서울특별시	622	16.7%
강남구	622	16.7%
지하1층	86	2.3%
역삼동	72	1.9%
삼성동	63	1.7%
대치동	61	1.6%
개포동	50	1.3%
논현동	46	1.2%
지하2층	44	1.2%
테헤란로	42	1.1%
Other values (900)	2023	54.2%

Most occurring characters

Value	Count	Frequency (%)
	3110	15.6%
동	732	3.7%
남	698	3.5%
1	683	3.4%
강	677	3.4%
서	674	3.4%
구	672	3.4%
로	637	3.2%
시	633	3.2%
)	632	3.2%
Other values (302)	10789	54.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12151	60.9%
Space Separator	3110	15.6%
Decimal Number	2718	13.6%
Close Punctuation	632	3.2%
Open Punctuation	632	3.2%
Other Punctuation	574	2.9%
Uppercase Letter	90	0.5%
Dash Punctuation	30	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	732	6.0%
남	698	5.7%
강	677	5.6%
서	674	5.5%
구	672	5.5%
로	637	5.2%
시	633	5.2%
울	632	5.2%
별	628	5.2%
특	622	5.1%
Other values (266)	5546	45.6%

Uppercase Letter

Value	Count	Frequency (%)
L	10	11.1%
H	9	10.0%
S	9	10.0%
B	7	7.8%
A	7	7.8%
E	6	6.7%
C	5	5.6%
K	5	5.6%
I	5	5.6%
T	4	4.4%
Other values (11)	23	25.6%

Decimal Number

Value	Count	Frequency (%)
1	683	25.1%
2	467	17.2%
3	276	10.2%
5	238	8.8%
4	233	8.6%
6	206	7.6%
7	189	7.0%
0	183	6.7%
8	132	4.9%
9	111	4.1%

Space Separator

Value	Count	Frequency (%)
	3110	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	632	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	632	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	574	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12151	60.9%
Common	7696	38.6%
Latin	90	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	732	6.0%
남	698	5.7%
강	677	5.6%
서	674	5.5%
구	672	5.5%
로	637	5.2%
시	633	5.2%
울	632	5.2%
별	628	5.2%
특	622	5.1%
Other values (266)	5546	45.6%

Latin

Value	Count	Frequency (%)
L	10	11.1%
H	9	10.0%
S	9	10.0%
B	7	7.8%
A	7	7.8%
E	6	6.7%
C	5	5.6%
K	5	5.6%
I	5	5.6%
T	4	4.4%
Other values (11)	23	25.6%

Common

Value	Count	Frequency (%)
	3110	40.4%
1	683	8.9%
)	632	8.2%
(	632	8.2%
,	574	7.5%
2	467	6.1%
3	276	3.6%
5	238	3.1%
4	233	3.0%
6	206	2.7%
Other values (5)	645	8.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12151	60.9%
ASCII	7786	39.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3110	39.9%
1	683	8.8%
)	632	8.1%
(	632	8.1%
,	574	7.4%
2	467	6.0%
3	276	3.5%
5	238	3.1%
4	233	3.0%
6	206	2.6%
Other values (26)	735	9.4%

Hangul

Value	Count	Frequency (%)
동	732	6.0%
남	698	5.7%
강	677	5.6%
서	674	5.5%
구	672	5.5%
로	637	5.2%
시	633	5.2%
울	632	5.2%
별	628	5.2%
특	622	5.1%
Other values (266)	5546	45.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	273
Distinct (%)	44.7%
Missing	174
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	6202.0033

Minimum	6000
Maximum	6378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	6000
5-th percentile	6019.5
Q1	6099
median	6195
Q3	6310.5
95-th percentile	6368.5
Maximum	6378
Range	378
Interquartile range (IQR)	211.5

Descriptive statistics

Standard deviation	115.19133
Coefficient of variation (CV)	0.018573246
Kurtosis	-1.2968101
Mean	6202.0033
Median Absolute Deviation (MAD)	105
Skewness	-0.075634325
Sum	3789424
Variance	13269.043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6164	10	1.3%
6362	9	1.1%
6321	7	0.9%
6336	7	0.9%
6072	7	0.9%
6171	6	0.8%
6369	6	0.8%
6373	6	0.8%
6265	6	0.8%
6143	6	0.8%
Other values (263)	541	68.9%
(Missing)	174	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6000	1	0.1%
6001	1	0.1%
6003	1	0.1%
6004	3	0.4%
6005	1	0.1%
6006	1	0.1%
6008	1	0.1%
6009	2	0.3%
6010	2	0.3%
6011	2	0.3%

Value	Count	Frequency (%)
6378	1	0.1%
6377	3	0.4%
6376	4	0.5%
6375	2	0.3%
6374	4	0.5%
6373	6	0.8%
6372	5	0.6%
6369	6	0.8%
6368	2	0.3%
6367	2	0.3%

사업장명
Text

Distinct	751
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

Length

Max length	42
Median length	24
Mean length	8.8089172
Min length	3

Characters and Unicode

Total characters	6915
Distinct characters	467
Distinct categories	8 ?
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	719 ?
Unique (%)	91.6%

Sample

1st row	(주)나산직원구내식당
2nd row	주식회사현대백화점구내식당
3rd row	코원에너지서비스(주)
4th row	안세병원
5th row	(주)한준상사

Value	Count	Frequency (%)
어린이집	25	2.5%
주식회사	13	1.3%
구내식당	12	1.2%
직원식당	12	1.2%
구립	11	1.1%
시대인재	6	0.6%
식당	6	0.6%
강남구립	5	0.5%
집단급식소	5	0.5%
대치	4	0.4%
Other values (836)	917	90.3%

Most occurring characters

Value	Count	Frequency (%)
이	269	3.9%
	231	3.3%
원	230	3.3%
주	201	2.9%
어	194	2.8%
)	180	2.6%
(	178	2.6%
린	162	2.3%
집	162	2.3%
학	129	1.9%
Other values (457)	4979	72.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6221	90.0%
Space Separator	231	3.3%
Close Punctuation	180	2.6%
Open Punctuation	178	2.6%
Uppercase Letter	56	0.8%
Lowercase Letter	22	0.3%
Decimal Number	19	0.3%
Other Punctuation	8	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	269	4.3%
원	230	3.7%
주	201	3.2%
어	194	3.1%
린	162	2.6%
집	162	2.6%
학	129	2.1%
스	116	1.9%
서	113	1.8%
교	107	1.7%
Other values (415)	4538	72.9%

Uppercase Letter

Value	Count	Frequency (%)
S	9	16.1%
C	6	10.7%
G	6	10.7%
L	5	8.9%
H	5	8.9%
K	4	7.1%
E	3	5.4%
R	2	3.6%
B	2	3.6%
A	2	3.6%
Other values (9)	12	21.4%

Lowercase Letter

Value	Count	Frequency (%)
t	4	18.2%
n	3	13.6%
e	3	13.6%
l	2	9.1%
s	2	9.1%
r	2	9.1%
y	1	4.5%
o	1	4.5%
p	1	4.5%
m	1	4.5%
Other values (2)	2	9.1%

Decimal Number

Value	Count	Frequency (%)
2	11	57.9%
3	3	15.8%
7	3	15.8%
1	2	10.5%

Other Punctuation

Value	Count	Frequency (%)
,	4	50.0%
&	2	25.0%
?	1	12.5%
.	1	12.5%

Space Separator

Value	Count	Frequency (%)
	231	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	178	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6221	90.0%
Common	616	8.9%
Latin	78	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	269	4.3%
원	230	3.7%
주	201	3.2%
어	194	3.1%
린	162	2.6%
집	162	2.6%
학	129	2.1%
스	116	1.9%
서	113	1.8%
교	107	1.7%
Other values (415)	4538	72.9%

Latin

Value	Count	Frequency (%)
S	9	11.5%
C	6	7.7%
G	6	7.7%
L	5	6.4%
H	5	6.4%
t	4	5.1%
K	4	5.1%
E	3	3.8%
n	3	3.8%
e	3	3.8%
Other values (21)	30	38.5%

Common

Value	Count	Frequency (%)
	231	37.5%
)	180	29.2%
(	178	28.9%
2	11	1.8%
,	4	0.6%
3	3	0.5%
7	3	0.5%
&	2	0.3%
1	2	0.3%
?	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6221	90.0%
ASCII	694	10.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	269	4.3%
원	230	3.7%
주	201	3.2%
어	194	3.1%
린	162	2.6%
집	162	2.6%
학	129	2.1%
스	116	1.9%
서	113	1.8%
교	107	1.7%
Other values (415)	4538	72.9%

ASCII

Value	Count	Frequency (%)
	231	33.3%
)	180	25.9%
(	178	25.6%
2	11	1.6%
S	9	1.3%
C	6	0.9%
G	6	0.9%
L	5	0.7%
H	5	0.7%
,	4	0.6%
Other values (32)	59	8.5%

최종수정일자
Date

Distinct	561
Distinct (%)	71.5%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

Minimum	1999-03-05 00:00:00
Maximum	2024-04-25 10:21:55

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

I	501
U	284

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	501	63.8%
U	284	36.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	501	63.8%
u	284	36.2%

데이터갱신일자
Date

Distinct	272
Distinct (%)	34.6%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

집단급식소	222
산업체	189
어린이집	163
학교	84
병원	66
Other values (3)	61

Length

Max length	8
Median length	6
Mean length	3.8687898
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	222	28.3%
산업체	189	24.1%
어린이집	163	20.8%
학교	84	10.7%
병원	66	8.4%
사회복지시설	32	4.1%
기타 집단급식소	25	3.2%
공공기관	4	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	247	30.5%
산업체	189	23.3%
어린이집	163	20.1%
학교	84	10.4%
병원	66	8.1%
사회복지시설	32	4.0%
기타	25	3.1%
공공기관	4	0.5%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	561
Distinct (%)	73.6%
Missing	23
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	204691.5

Minimum	201639.25
Maximum	210499.24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	201639.25
5-th percentile	202259.22
Q1	203252.45
median	204393.27
Q3	205597.88
95-th percentile	208788.8
Maximum	210499.24
Range	8859.9914
Interquartile range (IQR)	2345.4273

Descriptive statistics

Standard deviation	1871.102
Coefficient of variation (CV)	0.0091410831
Kurtosis	0.1372739
Mean	204691.5
Median Absolute Deviation (MAD)	1184.0839
Skewness	0.85914232
Sum	1.5597493 × 10⁸
Variance	3501022.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202880.352622758	8	1.0%
205130.591678902	7	0.9%
204096.699106893	5	0.6%
206581.787067095	5	0.6%
205793.331490607	4	0.5%
201924.485183724	4	0.5%
207914.471699463	4	0.5%
205544.219116136	4	0.5%
203599.062771687	4	0.5%
203050.783890109	4	0.5%
Other values (551)	713	90.8%
(Missing)	23	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201639.245453617	1	0.1%
201648.849956832	1	0.1%
201663.485596684	1	0.1%
201828.756638827	1	0.1%
201903.35	1	0.1%
201924.485183724	4	0.5%
201931.867678079	1	0.1%
201976.62	1	0.1%
202010.468574868	2	0.3%
202019.609786891	1	0.1%

Value	Count	Frequency (%)
210499.236902105	1	0.1%
210050.902574	1	0.1%
209859.926623	1	0.1%
209537.801711199	1	0.1%
209534.043071863	1	0.1%
209440.10170803	1	0.1%
209395.645986	1	0.1%
209384.708472884	2	0.3%
209341.350131	1	0.1%
209323.900775047	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	561
Distinct (%)	73.6%
Missing	23
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	444401.54

Minimum	439796.04
Maximum	447684.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	439796.04
5-th percentile	441415.84
Q1	443113.46
median	444467.96
Q3	445771.61
95-th percentile	446984.13
Maximum	447684.31
Range	7888.2639
Interquartile range (IQR)	2658.1415

Descriptive statistics

Standard deviation	1708.1794
Coefficient of variation (CV)	0.0038437746
Kurtosis	-0.7036261
Mean	444401.54
Median Absolute Deviation (MAD)	1324.3228
Skewness	-0.20662295
Sum	3.3863397 × 10⁸
Variance	2917876.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442776.692188896	8	1.0%
445590.096837802	7	0.9%
442714.510779264	5	0.6%
443555.991242524	5	0.6%
445607.043328083	4	0.5%
446086.692910222	4	0.5%
443385.050640776	4	0.5%
442625.092888027	4	0.5%
444556.062267296	4	0.5%
446316.514036122	4	0.5%
Other values (551)	713	90.8%
(Missing)	23	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
439796.044686133	1	0.1%
439882.118303183	1	0.1%
439891.159496907	1	0.1%
439910.319644658	1	0.1%
440255.972729148	1	0.1%
440475.244946303	1	0.1%
440513.80993	1	0.1%
440518.54895805	1	0.1%
440519.345691682	1	0.1%
440582.780887	1	0.1%

Value	Count	Frequency (%)
447684.308574677	1	0.1%
447629.293493346	2	0.3%
447521.520319158	1	0.1%
447491.028995399	1	0.1%
447456.018370811	2	0.3%
447402.859078757	1	0.1%
447379.84918057	2	0.3%
447369.579851952	1	0.1%
447360.980394068	1	0.1%
447326.580215542	1	0.1%

위생업태명
Categorical

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

집단급식소	222
<NA>	166
산업체	125
어린이집	125
학교	73
Other values (3)	74

Length

Max length	8
Median length	6
Mean length	3.9426752
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	222	28.3%
<NA>	166	21.1%
산업체	125	15.9%
어린이집	125	15.9%
학교	73	9.3%
병원	41	5.2%
사회복지시설	23	2.9%
기타 집단급식소	10	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	232	29.2%
na	166	20.9%
산업체	125	15.7%
어린이집	125	15.7%
학교	73	9.2%
병원	41	5.2%
사회복지시설	23	2.9%
기타	10	1.3%

남성종사자수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	593
0	191
1	1

Length

Max length	4
Median length	4
Mean length	3.266242
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	593	75.5%
0	191	24.3%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	593	75.5%
0	191	24.3%
1	1	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	3.6%
Missing	593
Missing (%)	75.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.22395833

Minimum	0
Maximum	16
Zeros	186
Zeros (%)	23.7%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4640005
Coefficient of variation (CV)	6.5369323
Kurtosis	77.50454
Mean	0.22395833
Median Absolute Deviation (MAD)	0
Skewness	8.2448267
Sum	43
Variance	2.1432973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	186	23.7%
7	1	0.1%
4	1	0.1%
16	1	0.1%
8	1	0.1%
5	1	0.1%
3	1	0.1%
(Missing)	593	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	23.7%
3	1	0.1%
4	1	0.1%
5	1	0.1%
7	1	0.1%
8	1	0.1%
16	1	0.1%

Value	Count	Frequency (%)
16	1	0.1%
8	1	0.1%
7	1	0.1%
5	1	0.1%
4	1	0.1%
3	1	0.1%
0	186	23.7%

영업장주변구분명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	604
기타	167
학교정화(절대)	5
주택가주변	3
아파트지역	2
Other values (2)	4

Length

Max length	8
Median length	4
Mean length	3.6267516
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	604	76.9%
기타	167	21.3%
학교정화(절대)	5	0.6%
주택가주변	3	0.4%
아파트지역	2	0.3%
학교정화(상대)	2	0.3%
유흥업소밀집지역	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	604	76.9%
기타	167	21.3%
학교정화(절대	5	0.6%
주택가주변	3	0.4%
아파트지역	2	0.3%
학교정화(상대	2	0.3%
유흥업소밀집지역	2	0.3%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	604
기타	149
자율	29
우수	3

Length

Max length	4
Median length	4
Mean length	3.5388535
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	604	76.9%
기타	149	19.0%
자율	29	3.7%
우수	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	604	76.9%
기타	149	19.0%
자율	29	3.7%
우수	3	0.4%

급수시설구분명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

상수도전용	395
<NA>	389
지하수전용	1

Length

Max length	5
Median length	5
Mean length	4.5044586
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	395	50.3%
<NA>	389	49.6%
지하수전용	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	395	50.3%
na	389	49.6%
지하수전용	1	0.1%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	753
0	32

Length

Max length	4
Median length	4
Mean length	3.877707
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>	753	95.9%
0	32	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	753	95.9%
0	32	4.1%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	4.4%
Missing	470
Missing (%)	59.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.75873016

Minimum	0
Maximum	63
Zeros	291
Zeros (%)	37.1%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	63
Range	63
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.7650745
Coefficient of variation (CV)	6.2803283
Kurtosis	106.20384
Mean	0.75873016
Median Absolute Deviation (MAD)	0
Skewness	9.5543001
Sum	239
Variance	22.705935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	291	37.1%
2	9	1.1%
3	3	0.4%
7	2	0.3%
63	1	0.1%
27	1	0.1%
1	1	0.1%
30	1	0.1%
14	1	0.1%
9	1	0.1%
Other values (4)	4	0.5%
(Missing)	470	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	37.1%
1	1	0.1%
2	9	1.1%
3	3	0.4%
4	1	0.1%
5	1	0.1%
7	2	0.3%
9	1	0.1%
12	1	0.1%
14	1	0.1%

Value	Count	Frequency (%)
63	1	0.1%
33	1	0.1%
30	1	0.1%
27	1	0.1%
14	1	0.1%
12	1	0.1%
9	1	0.1%
7	2	0.3%
5	1	0.1%
4	1	0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	753
0	32

Length

Max length	4
Median length	4
Mean length	3.877707
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>	753	95.9%
0	32	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	753	95.9%
0	32	4.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	753
0	32

Length

Max length	4
Median length	4
Mean length	3.877707
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>	753	95.9%
0	32	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	753	95.9%
0	32	4.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	753
0	32

Length

Max length	4
Median length	4
Mean length	3.877707
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>	753	95.9%
0	32	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	753	95.9%
0	32	4.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	724
임대	32
자가	29

Length

Max length	4
Median length	4
Mean length	3.844586
Min length	2

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>	724	92.2%
임대	32	4.1%
자가	29	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	724	92.2%
임대	32	4.1%
자가	29	3.7%

보증액
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	494
0	291

Length

Max length	4
Median length	4
Mean length	2.8878981
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>	494	62.9%
0	291	37.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	494	62.9%
0	291	37.1%

월세액
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.3 KiB

<NA>	494
0	291

Length

Max length	4
Median length	4
Mean length	2.8878981
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>	494	62.9%
0	291	37.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	494	62.9%
0	291	37.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	166
Missing (%)	21.1%
Memory size	1.7 KiB

False	619
(Missing)	166

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	619	78.9%
(Missing)	166	21.1%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	308
Distinct (%)	49.8%
Missing	166
Missing (%)	21.1%
Infinite	0
Infinite (%)	0.0%
Mean	146.6563

Minimum	0
Maximum	2649
Zeros	264
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	7.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	22.8
Q3	186.195
95-th percentile	660
Maximum	2649
Range	2649
Interquartile range (IQR)	186.195

Descriptive statistics

Standard deviation	279.08127
Coefficient of variation (CV)	1.9029613
Kurtosis	23.151535
Mean	146.6563
Median Absolute Deviation (MAD)	22.8
Skewness	3.992387
Sum	90780.25
Variance	77886.354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	264	33.6%
132.0	5	0.6%
49.58	4	0.5%
165.29	4	0.5%
99.0	4	0.5%
32.0	3	0.4%
198.34	3	0.4%
100.0	3	0.4%
330.58	3	0.4%
33.0	3	0.4%
Other values (298)	323	41.1%
(Missing)	166	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	264	33.6%
3.3	1	0.1%
4.95	1	0.1%
5.0	1	0.1%
5.8	1	0.1%
5.86	1	0.1%
6.75	1	0.1%
8.43	1	0.1%
9.9	1	0.1%
9.91	1	0.1%

Value	Count	Frequency (%)
2649.0	1	0.1%
2378.0	1	0.1%
1838.76	1	0.1%
1819.26	1	0.1%
1662.0	1	0.1%
1280.8	1	0.1%
1200.0	1	0.1%
1147.5	2	0.3%
1109.83	1	0.1%
1066.5	1	0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	785
Missing (%)	100.0%
Memory size	7.0 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)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3220000	3220000-105-1977-00029	19910612	<NA>	3	폐업	2	폐업	20071130	<NA>	<NA>	<NA>	0234569086	59.00	135500	서울특별시 강남구 대치동 1024번지	<NA>	<NA>	(주)나산직원구내식당	2005-07-08 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	204817.246059	443832.635074	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	267.0	<NA>	<NA>	<NA>
1	3220000	3220000-105-1979-00012	19790730	<NA>	3	폐업	2	폐업	20021113	<NA>	<NA>	<NA>	02 5413207	<NA>	135901	서울특별시 강남구 압구정동 450-0번지 지하1층	<NA>	<NA>	주식회사현대백화점구내식당	2002-04-11 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202377.479765	447379.849181	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
2	3220000	3220000-105-1983-00200	19830301	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	34108495	.00	135834	서울특별시 강남구 대치동 27-1	서울특별시 강남구 남부순환로 3165 (대치동)	6332	코원에너지서비스(주)	2023-01-17 14:26:18	U	2022-11-30 23:09:00.0	산업체	206629.761344	444129.159196	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	3220000	3220000-105-1984-00009	19840530	<NA>	3	폐업	2	폐업	20081120	<NA>	<NA>	<NA>	0205411541	<NA>	135816	서울특별시 강남구 논현동 59-0번지	<NA>	<NA>	안세병원	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202457.281306	446353.55599	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
4	3220000	3220000-105-1986-00005	19860330	<NA>	3	폐업	2	폐업	19940630	<NA>	<NA>	<NA>	0205678055	48.95	135931	서울특별시 강남구 역삼동 809-10번지	<NA>	<NA>	(주)한준상사	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202196.546252	444552.179536	집단급식소	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	279.59	<NA>	<NA>	<NA>
5	3220000	3220000-105-1986-00008	19861209	<NA>	3	폐업	2	폐업	19990401	<NA>	<NA>	<NA>	0205491542	<NA>	135832	서울특별시 강남구 논현동 261-1번지	<NA>	<NA>	한일은행강남별관	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	203200.822409	445428.296003	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
6	3220000	3220000-105-1989-00011	19890430	<NA>	3	폐업	2	폐업	19990608	<NA>	<NA>	<NA>	02	<NA>	135840	서울특별시 강남구 대치동 891-44번지	<NA>	<NA>	한라시멘트	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	204828.00255	444777.618635	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
7	3220000	3220000-105-1990-00006	19900928	<NA>	3	폐업	2	폐업	19941004	<NA>	<NA>	<NA>	0205673111	<NA>	135916	서울특별시 강남구 역삼동 679-3번지	<NA>	<NA>	반도유스호텔	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
8	3220000	3220000-105-1990-00007	19900330	<NA>	3	폐업	2	폐업	20030926	<NA>	<NA>	<NA>	0205527111	<NA>	135907	서울특별시 강남구 역삼동 602-4번지	<NA>	<NA>	남서울관광호텔	2002-04-10 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	202395.026525	444750.399574	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
9	3220000	3220000-105-1990-00015	19900101	<NA>	3	폐업	2	폐업	20040413	<NA>	<NA>	<NA>	02 5171262	<NA>	135871	서울특별시 강남구 삼성동 87-0번지	<NA>	<NA>	한국중공업구내식당	2001-08-03 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	205176.219845	446230.094789	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
775	3220000	3220000-105-2023-00023	2023-11-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	15881234	110.70	135-856	서울특별시 강남구 도곡동 467-17 타워팰리스	서울특별시 강남구 언주로30길 57, 지하1층 (도곡동, 타워팰리스)	6293	(주)신세계 푸드마켓 도곡점	2024-04-18 11:20:26	U	2023-12-03 22:00:00.0	기타 집단급식소	204749.304518	443058.194678	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
776	3220000	3220000-105-2024-00001	2024-02-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	700.80	135-810	서울특별시 강남구 개포동 660-10 개원초등학교	서울특별시 강남구 선릉로 29, 개원초등학교 지상2층 (개포동)	6321	서울개원초등학교	2024-02-13 16:08:35	I	2023-12-01 23:05:00.0	학교	205153.559819	442132.252083	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
777	3220000	3220000-105-2024-00002	2024-02-27	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0260032060	275.27	135-826	서울특별시 강남구 논현동 192-5 정빌딩	서울특별시 강남구 논현로 609, 정빌딩 지하2층 (논현동)	6122	(주)메가젠임플란트 서울지사	2024-02-27 16:28:42	I	2023-12-01 22:09:00.0	산업체	202862.486859	445090.465577	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
778	3220000	3220000-105-2024-00003	2024-03-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	50.00	135-810	서울특별시 강남구 개포동 660-1 디에이치퍼스티어아이파크	서울특별시 강남구 개포로 310 (개포동, 디에이치퍼스티어아이파크)	6321	구립 퍼스티어누리어린이집	2024-04-17 15:36:58	U	2023-12-03 23:09:00.0	어린이집	205137.172933	442329.621421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
779	3220000	3220000-105-2024-00004	2024-03-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.09	135-810	서울특별시 강남구 개포동 660-1 디에이치퍼스티어아이파크	서울특별시 강남구 개포로 310, 지상1층 (개포동, 디에이치퍼스티어아이파크)	6321	구립 퍼스티어다은어린이집	2024-03-13 16:01:18	I	2023-12-02 23:06:00.0	어린이집	205137.172933	442329.621421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
780	3220000	3220000-105-2024-00005	2024-03-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	18.00	135-200	서울특별시 강남구 자곡동 335 LH 수서 1단지 아파트	서울특별시 강남구 밤고개로 165 (자곡동, LH 수서 1단지 아파트)	6369	구립수서행복한어린이집	2024-03-19 11:08:56	I	2023-12-02 22:01:00.0	어린이집	209323.900775	441804.152175	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
781	3220000	3220000-105-2024-00006	2024-03-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.77	135-810	서울특별시 강남구 개포동 660-1 디에이치퍼스티어아이파크	서울특별시 강남구 개포로 310, 1층 (개포동, 디에이치퍼스티어아이파크)	6321	구립 퍼스티어라별어린이집	2024-03-19 17:56:42	I	2023-12-02 22:01:00.0	어린이집	205137.172933	442329.621421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
782	3220000	3220000-105-2024-00007	2024-03-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.23	135-810	서울특별시 강남구 개포동 660-1 디에이치퍼스티어아이파크	서울특별시 강남구 개포로 310, 지상1층 (개포동, 디에이치퍼스티어아이파크)	6321	구립 퍼스티어고운어린이집	2024-03-20 17:40:35	I	2023-12-02 22:02:00.0	어린이집	205137.172933	442329.621421	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
783	3220000	3220000-105-2024-00008	2024-04-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.64	135-080	서울특별시 강남구 역삼동 902 강남센트럴아이파크	서울특별시 강남구 테헤란로44길 26, 관리동 지상1층 (역삼동, 강남센트럴아이파크)	6214	강남센트럴어린이집	2024-04-09 14:46:26	I	2023-12-03 23:01:00.0	어린이집	203978.055676	444221.673292	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
784	3220000	3220000-105-2024-00009	2024-04-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 34454181	113.00	135-090	서울특별시 강남구 삼성동 16-2 삼성동힐스테이트1단지아파트	서울특별시 강남구 학동로68길 29, 관리동 1층 (삼성동, 삼성동힐스테이트1단지아파트)	6090	아이큰숲 어린이집	2024-04-09 17:43:34	I	2023-12-03 23:01:00.0	어린이집	204213.366631	446009.691862	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Length

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Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

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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

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block