gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	1131
Missing cells	10740
Missing cells (%)	21.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	415.4 KiB
Average record size in memory	376.1 B

Variable types

Categorical	20
Text	7
DateTime	4
Unsupported	7
Numeric	5
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	강동구
URL	https://data.seoul.go.kr/dataList/OA-18426/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`총인원` is highly imbalanced (80.1%)	Imbalance
`본사종업원수` is highly imbalanced (78.8%)	Imbalance
`공장사무직종업원수` is highly imbalanced (78.8%)	Imbalance
`공장판매직종업원수` is highly imbalanced (78.8%)	Imbalance
`공장생산직종업원수` is highly imbalanced (78.8%)	Imbalance
`보증액` is highly imbalanced (78.8%)	Imbalance
`월세액` is highly imbalanced (78.8%)	Imbalance
`다중이용업소여부` is highly imbalanced (97.9%)	Imbalance
`전통업소지정번호` is highly imbalanced (99.0%)	Imbalance
`인허가취소일자` has 1131 (100.0%) missing values	Missing
`폐업일자` has 170 (15.0%) missing values	Missing
`휴업시작일자` has 1131 (100.0%) missing values	Missing
`휴업종료일자` has 1131 (100.0%) missing values	Missing
`재개업일자` has 1131 (100.0%) missing values	Missing
`전화번호` has 332 (29.4%) missing values	Missing
`소재지면적` has 25 (2.2%) missing values	Missing
`도로명주소` has 709 (62.7%) missing values	Missing
`도로명우편번호` has 711 (62.9%) missing values	Missing
`좌표정보(X)` has 71 (6.3%) missing values	Missing
`좌표정보(Y)` has 71 (6.3%) missing values	Missing
`남성종사자수` has 444 (39.3%) missing values	Missing
`건물소유구분명` has 1131 (100.0%) missing values	Missing
`다중이용업소여부` has 145 (12.8%) missing values	Missing
`시설총규모` has 145 (12.8%) missing values	Missing
`전통업소주된음식` has 1131 (100.0%) missing values	Missing
`홈페이지` has 1131 (100.0%) missing values	Missing
`시설총규모` is highly skewed (γ1 = 29.32591965)	Skewed
`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
`건물소유구분명` 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
`남성종사자수` has 457 (40.4%) zeros	Zeros
`시설총규모` has 14 (1.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:06:08.349414
Analysis finished	2024-05-11 06:06:09.934499
Duration	1.59 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	9.0 KiB

3240000	1131

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3240000
2nd row	3240000
3rd row	3240000
4th row	3240000
5th row	3240000

Common Values

Value	Count	Frequency (%)
3240000	1131	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3240000	1131	100.0%

관리번호
Text

UNIQUE

Distinct	1131
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Length

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

Characters and Unicode

Total characters	24882
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	1131 ?
Unique (%)	100.0%

Sample

1st row	3240000-121-1952-04848
2nd row	3240000-121-1979-04931
3rd row	3240000-121-1979-05083
4th row	3240000-121-1980-04890
5th row	3240000-121-1980-04952

Value	Count	Frequency (%)
3240000-121-1952-04848	1	0.1%
3240000-121-2009-00012	1	0.1%
3240000-121-2009-00018	1	0.1%
3240000-121-2009-00017	1	0.1%
3240000-121-2009-00016	1	0.1%
3240000-121-2009-00015	1	0.1%
3240000-121-2009-00025	1	0.1%
3240000-121-2009-00013	1	0.1%
3240000-121-2009-00011	1	0.1%
3240000-121-2009-00020	1	0.1%
Other values (1121)	1121	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	7988	32.1%
1	3640	14.6%
2	3422	13.8%
-	3393	13.6%
4	1864	7.5%
3	1484	6.0%
9	1312	5.3%
8	563	2.3%
7	416	1.7%
6	403	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21489	86.4%
Dash Punctuation	3393	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7988	37.2%
1	3640	16.9%
2	3422	15.9%
4	1864	8.7%
3	1484	6.9%
9	1312	6.1%
8	563	2.6%
7	416	1.9%
6	403	1.9%
5	397	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	3393	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24882	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7988	32.1%
1	3640	14.6%
2	3422	13.8%
-	3393	13.6%
4	1864	7.5%
3	1484	6.0%
9	1312	5.3%
8	563	2.3%
7	416	1.7%
6	403	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24882	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7988	32.1%
1	3640	14.6%
2	3422	13.8%
-	3393	13.6%
4	1864	7.5%
3	1484	6.0%
9	1312	5.3%
8	563	2.3%
7	416	1.7%
6	403	1.6%

인허가일자
Date

Distinct	1022
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Minimum	1952-05-13 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

3	961
1	170

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	961	85.0%
1	170	15.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	961	85.0%
1	170	15.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

폐업	961
영업/정상	170

Length

Max length	5
Median length	2
Mean length	2.4509284
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	961	85.0%
영업/정상	170	15.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	961	85.0%
영업/정상	170	15.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

2	961
1	170

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	961	85.0%
1	170	15.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	961	85.0%
1	170	15.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

폐업	961
영업	170

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	961	85.0%
영업	170	15.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	961	85.0%
영업	170	15.0%

폐업일자
Date

MISSING

Distinct	754
Distinct (%)	78.5%
Missing	170
Missing (%)	15.0%
Memory size	9.0 KiB

Minimum	1989-04-20 00:00:00
Maximum	2024-05-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

전화번호
Text

MISSING

Distinct	589
Distinct (%)	73.7%
Missing	332
Missing (%)	29.4%
Memory size	9.0 KiB

Length

Max length	12
Median length	10
Mean length	9.2403004
Min length	2

Characters and Unicode

Total characters	7383
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	562 ?
Unique (%)	70.3%

Sample

1st row	02 4287033
2nd row	02 4826175
3rd row	0204863691
4th row	0200000000
5th row	02

Value	Count	Frequency (%)
02	536	40.4%
0200000000	38	2.9%
4882233	17	1.3%
00000	12	0.9%
0201768800	11	0.8%
0	10	0.8%
070	9	0.7%
1768800	6	0.5%
470	5	0.4%
441	5	0.4%
Other values (617)	678	51.1%

Most occurring characters

Value	Count	Frequency (%)
0	1762	23.9%
2	1299	17.6%
4	902	12.2%
	669	9.1%
8	592	8.0%
7	522	7.1%
3	370	5.0%
6	353	4.8%
1	327	4.4%
5	309	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6714	90.9%
Space Separator	669	9.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1762	26.2%
2	1299	19.3%
4	902	13.4%
8	592	8.8%
7	522	7.8%
3	370	5.5%
6	353	5.3%
1	327	4.9%
5	309	4.6%
9	278	4.1%

Space Separator

Value	Count	Frequency (%)
	669	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7383	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1762	23.9%
2	1299	17.6%
4	902	12.2%
	669	9.1%
8	592	8.0%
7	522	7.1%
3	370	5.0%
6	353	4.8%
1	327	4.4%
5	309	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7383	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1762	23.9%
2	1299	17.6%
4	902	12.2%
	669	9.1%
8	592	8.0%
7	522	7.1%
3	370	5.0%
6	353	4.8%
1	327	4.4%
5	309	4.2%

소재지면적
Text

MISSING

Distinct	749
Distinct (%)	67.7%
Missing	25
Missing (%)	2.2%
Memory size	9.0 KiB

Length

Max length	9
Median length	5
Mean length	4.9683544
Min length	3

Characters and Unicode

Total characters	5495
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	602 ?
Unique (%)	54.4%

Sample

1st row	34.19
2nd row	35.74
3rd row	60.32
4th row	29.18
5th row	18.98

Value	Count	Frequency (%)
26.40	21	1.9%
33.00	16	1.4%
6.60	16	1.4%
30.00	15	1.4%
29.70	12	1.1%
23.10	10	0.9%
26.00	9	0.8%
19.80	9	0.8%
24.00	8	0.7%
42.90	8	0.7%
Other values (739)	982	88.8%

Most occurring characters

Value	Count	Frequency (%)
.	1106	20.1%
0	949	17.3%
2	607	11.0%
3	453	8.2%
6	417	7.6%
1	412	7.5%
4	397	7.2%
5	327	6.0%
9	297	5.4%
8	286	5.2%
Other values (2)	244	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4387	79.8%
Other Punctuation	1108	20.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	949	21.6%
2	607	13.8%
3	453	10.3%
6	417	9.5%
1	412	9.4%
4	397	9.0%
5	327	7.5%
9	297	6.8%
8	286	6.5%
7	242	5.5%

Other Punctuation

Value	Count	Frequency (%)
.	1106	99.8%
,	2	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5495	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1106	20.1%
0	949	17.3%
2	607	11.0%
3	453	8.2%
6	417	7.6%
1	412	7.5%
4	397	7.2%
5	327	6.0%
9	297	5.4%
8	286	5.2%
Other values (2)	244	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5495	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1106	20.1%
0	949	17.3%
2	607	11.0%
3	453	8.2%
6	417	7.6%
1	412	7.5%
4	397	7.2%
5	327	6.0%
9	297	5.4%
8	286	5.2%
Other values (2)	244	4.4%

소재지우편번호
Text

Distinct	133
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Length

Max length	7
Median length	6
Mean length	6.0813439
Min length	6

Characters and Unicode

Total characters	6878
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	31 ?
Unique (%)	2.7%

Sample

1st row	134825
2nd row	134848
3rd row	134874
4th row	134822
5th row	134853

Value	Count	Frequency (%)
134874	73	6.5%
134830	73	6.5%
134825	49	4.3%
134864	42	3.7%
134779	34	3.0%
134880	32	2.8%
134840	31	2.7%
134859	31	2.7%
134822	29	2.6%
134890	27	2.4%
Other values (123)	710	62.8%

Most occurring characters

Value	Count	Frequency (%)
4	1429	20.8%
1	1356	19.7%
3	1313	19.1%
8	1174	17.1%
7	388	5.6%
0	344	5.0%
5	207	3.0%
6	206	3.0%
2	203	3.0%
9	166	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6786	98.7%
Dash Punctuation	92	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1429	21.1%
1	1356	20.0%
3	1313	19.3%
8	1174	17.3%
7	388	5.7%
0	344	5.1%
5	207	3.1%
6	206	3.0%
2	203	3.0%
9	166	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	92	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6878	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1429	20.8%
1	1356	19.7%
3	1313	19.1%
8	1174	17.1%
7	388	5.6%
0	344	5.0%
5	207	3.0%
6	206	3.0%
2	203	3.0%
9	166	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6878	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	1429	20.8%
1	1356	19.7%
3	1313	19.1%
8	1174	17.1%
7	388	5.6%
0	344	5.0%
5	207	3.0%
6	206	3.0%
2	203	3.0%
9	166	2.4%

지번주소
Text

Distinct	933
Distinct (%)	82.5%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Length

Max length	49
Median length	44
Mean length	24.504863
Min length	14

Characters and Unicode

Total characters	27715
Distinct characters	230
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	836 ?
Unique (%)	73.9%

Sample

1st row	서울특별시 강동구 명일동 48번지 주양쇼핑19호(지1층)
2nd row	서울특별시 강동구 성내동 271-2번지
3rd row	서울특별시 강동구 천호동 455-20번지
4th row	서울특별시 강동구 둔촌동 522-3번지 둔촌종합 114호
5th row	서울특별시 강동구 암사동 414-2번지

Value	Count	Frequency (%)
서울특별시	1131	22.0%
강동구	1131	22.0%
천호동	326	6.3%
성내동	203	4.0%
명일동	173	3.4%
길동	125	2.4%
암사동	118	2.3%
둔촌동	83	1.6%
고덕동	54	1.1%
455-8번지	50	1.0%
Other values (1100)	1743	33.9%

Most occurring characters

Value	Count	Frequency (%)
	4929	17.8%
동	2351	8.5%
강	1159	4.2%
시	1140	4.1%
서	1133	4.1%
울	1133	4.1%
구	1132	4.1%
특	1131	4.1%
별	1131	4.1%
1	1044	3.8%
Other values (220)	11432	41.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16307	58.8%
Decimal Number	5306	19.1%
Space Separator	4929	17.8%
Dash Punctuation	989	3.6%
Close Punctuation	61	0.2%
Open Punctuation	61	0.2%
Other Punctuation	40	0.1%
Uppercase Letter	21	0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2351	14.4%
강	1159	7.1%
시	1140	7.0%
서	1133	6.9%
울	1133	6.9%
구	1132	6.9%
특	1131	6.9%
별	1131	6.9%
지	976	6.0%
번	894	5.5%
Other values (193)	4127	25.3%

Decimal Number

Value	Count	Frequency (%)
1	1044	19.7%
4	847	16.0%
2	694	13.1%
3	570	10.7%
5	546	10.3%
0	474	8.9%
7	301	5.7%
8	300	5.7%
6	267	5.0%
9	263	5.0%

Uppercase Letter

Value	Count	Frequency (%)
B	7	33.3%
A	4	19.0%
G	2	9.5%
S	2	9.5%
F	2	9.5%
E	1	4.8%
T	1	4.8%
J	1	4.8%
N	1	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	33	82.5%
.	6	15.0%
&	1	2.5%

Space Separator

Value	Count	Frequency (%)
	4929	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	989	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16307	58.8%
Common	11386	41.1%
Latin	22	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2351	14.4%
강	1159	7.1%
시	1140	7.0%
서	1133	6.9%
울	1133	6.9%
구	1132	6.9%
특	1131	6.9%
별	1131	6.9%
지	976	6.0%
번	894	5.5%
Other values (193)	4127	25.3%

Common

Value	Count	Frequency (%)
	4929	43.3%
1	1044	9.2%
-	989	8.7%
4	847	7.4%
2	694	6.1%
3	570	5.0%
5	546	4.8%
0	474	4.2%
7	301	2.6%
8	300	2.6%
Other values (7)	692	6.1%

Latin

Value	Count	Frequency (%)
B	7	31.8%
A	4	18.2%
G	2	9.1%
S	2	9.1%
F	2	9.1%
E	1	4.5%
T	1	4.5%
J	1	4.5%
N	1	4.5%
Ⅲ	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16305	58.8%
ASCII	11407	41.2%
Compat Jamo	2	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4929	43.2%
1	1044	9.2%
-	989	8.7%
4	847	7.4%
2	694	6.1%
3	570	5.0%
5	546	4.8%
0	474	4.2%
7	301	2.6%
8	300	2.6%
Other values (16)	713	6.3%

Hangul

Value	Count	Frequency (%)
동	2351	14.4%
강	1159	7.1%
시	1140	7.0%
서	1133	6.9%
울	1133	6.9%
구	1132	6.9%
특	1131	6.9%
별	1131	6.9%
지	976	6.0%
번	894	5.5%
Other values (191)	4125	25.3%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	50.0%
ㅋ	1	50.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

도로명주소
Text

MISSING

Distinct	378
Distinct (%)	89.6%
Missing	709
Missing (%)	62.7%
Memory size	9.0 KiB

Length

Max length	65
Median length	50
Mean length	33.869668
Min length	21

Characters and Unicode

Total characters	14293
Distinct characters	226
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	363 ?
Unique (%)	86.0%

Sample

1st row	서울특별시 강동구 고덕로62길 55 (명일동,주양쇼핑19호(지1층))
2nd row	서울특별시 강동구 천호옛12길 57 (성내동)
3rd row	서울특별시 강동구 명일로 375, 1층 27호 (명일동, 삼익2차쇼핑)
4th row	서울특별시 강동구 고덕로 390 (상일동)
5th row	서울특별시 강동구 진황도로 79 (길동)

Value	Count	Frequency (%)
서울특별시	422	15.4%
강동구	422	15.4%
1층	166	6.1%
천호동	107	3.9%
천호대로	85	3.1%
성내동	71	2.6%
1005	53	1.9%
명일동	50	1.8%
암사동	42	1.5%
현대백화점	40	1.5%
Other values (587)	1283	46.8%

Most occurring characters

Value	Count	Frequency (%)
	2320	16.2%
동	928	6.5%
1	816	5.7%
구	465	3.3%
강	455	3.2%
)	449	3.1%
(	449	3.1%
,	447	3.1%
시	429	3.0%
울	424	3.0%
Other values (216)	7111	49.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8088	56.6%
Decimal Number	2470	17.3%
Space Separator	2320	16.2%
Close Punctuation	449	3.1%
Open Punctuation	449	3.1%
Other Punctuation	448	3.1%
Uppercase Letter	35	0.2%
Dash Punctuation	28	0.2%
Math Symbol	5	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	928	11.5%
구	465	5.7%
강	455	5.6%
시	429	5.3%
울	424	5.2%
서	424	5.2%
별	423	5.2%
특	422	5.2%
호	414	5.1%
로	410	5.1%
Other values (188)	3294	40.7%

Decimal Number

Value	Count	Frequency (%)
1	816	33.0%
0	384	15.5%
2	262	10.6%
5	207	8.4%
3	173	7.0%
7	147	6.0%
4	138	5.6%
6	133	5.4%
8	116	4.7%
9	94	3.8%

Uppercase Letter

Value	Count	Frequency (%)
B	21	60.0%
S	2	5.7%
A	2	5.7%
L	2	5.7%
F	2	5.7%
G	2	5.7%
J	1	2.9%
N	1	2.9%
T	1	2.9%
E	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
,	447	99.8%
&	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2320	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	449	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	449	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8088	56.6%
Common	6169	43.2%
Latin	36	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	928	11.5%
구	465	5.7%
강	455	5.6%
시	429	5.3%
울	424	5.2%
서	424	5.2%
별	423	5.2%
특	422	5.2%
호	414	5.1%
로	410	5.1%
Other values (188)	3294	40.7%

Common

Value	Count	Frequency (%)
	2320	37.6%
1	816	13.2%
)	449	7.3%
(	449	7.3%
,	447	7.2%
0	384	6.2%
2	262	4.2%
5	207	3.4%
3	173	2.8%
7	147	2.4%
Other values (7)	515	8.3%

Latin

Value	Count	Frequency (%)
B	21	58.3%
S	2	5.6%
A	2	5.6%
L	2	5.6%
F	2	5.6%
G	2	5.6%
Ⅲ	1	2.8%
J	1	2.8%
N	1	2.8%
T	1	2.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8086	56.6%
ASCII	6204	43.4%
Compat Jamo	2	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2320	37.4%
1	816	13.2%
)	449	7.2%
(	449	7.2%
,	447	7.2%
0	384	6.2%
2	262	4.2%
5	207	3.3%
3	173	2.8%
7	147	2.4%
Other values (17)	550	8.9%

Hangul

Value	Count	Frequency (%)
동	928	11.5%
구	465	5.8%
강	455	5.6%
시	429	5.3%
울	424	5.2%
서	424	5.2%
별	423	5.2%
특	422	5.2%
호	414	5.1%
로	410	5.1%
Other values (186)	3292	40.7%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	50.0%
ㅋ	1	50.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	130
Distinct (%)	31.0%
Missing	711
Missing (%)	62.9%
Infinite	0
Infinite (%)	0.0%
Mean	5315.0905

Minimum	5209
Maximum	5415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	5209
5-th percentile	5227
Q1	5269
median	5328
Q3	5352.25
95-th percentile	5404
Maximum	5415
Range	206
Interquartile range (IQR)	83.25

Descriptive statistics

Standard deviation	54.361087
Coefficient of variation (CV)	0.010227688
Kurtosis	-1.0008143
Mean	5315.0905
Median Absolute Deviation (MAD)	47
Skewness	-0.03023726
Sum	2232338
Variance	2955.1278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5328	61	5.4%
5269	16	1.4%
5351	11	1.0%
5292	11	1.0%
5404	10	0.9%
5339	8	0.7%
5378	8	0.7%
5264	8	0.7%
5271	7	0.6%
5384	7	0.6%
Other values (120)	273	24.1%
(Missing)	711	62.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5209	1	0.1%
5211	5	0.4%
5214	1	0.1%
5215	1	0.1%
5220	3	0.3%
5222	3	0.3%
5224	4	0.4%
5226	1	0.1%
5227	4	0.4%
5229	5	0.4%

Value	Count	Frequency (%)
5415	2	0.2%
5412	1	0.1%
5408	4	0.4%
5407	2	0.2%
5406	1	0.1%
5405	4	0.4%
5404	10	0.9%
5403	3	0.3%
5402	3	0.3%
5399	3	0.3%

사업장명
Text

Distinct	945
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Length

Max length	26
Median length	22
Mean length	7.3642794
Min length	1

Characters and Unicode

Total characters	8329
Distinct characters	511
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	844 ?
Unique (%)	74.6%

Sample

1st row	케익하우스 이삭
2nd row	밀라노베이커리
3rd row	고려당분점
4th row	윈첼도우넛
5th row	문수남과자점

Value	Count	Frequency (%)
파리바게뜨	29	2.1%
뚜레쥬르	24	1.7%
베이커리	23	1.6%
한시적영업	22	1.6%
천호점	17	1.2%
밀라노베이커리	9	0.6%
크라운베이커리	9	0.6%
이딸리앙베이커리	8	0.6%
명일점	8	0.6%
던킨도너츠	7	0.5%
Other values (1007)	1241	88.8%

Most occurring characters

Value	Count	Frequency (%)
리	416	5.0%
점	386	4.6%
이	375	4.5%
	268	3.2%
베	263	3.2%
과	228	2.7%
커	222	2.7%
스	175	2.1%
제	159	1.9%
(	136	1.6%
Other values (501)	5701	68.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7370	88.5%
Space Separator	268	3.2%
Uppercase Letter	185	2.2%
Lowercase Letter	179	2.1%
Open Punctuation	136	1.6%
Close Punctuation	134	1.6%
Decimal Number	42	0.5%
Other Punctuation	14	0.2%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
리	416	5.6%
점	386	5.2%
이	375	5.1%
베	263	3.6%
과	228	3.1%
커	222	3.0%
스	175	2.4%
제	159	2.2%
라	131	1.8%
빵	107	1.5%
Other values (438)	4908	66.6%

Uppercase Letter

Value	Count	Frequency (%)
E	24	13.0%
B	17	9.2%
A	16	8.6%
R	12	6.5%
S	12	6.5%
D	11	5.9%
N	10	5.4%
O	10	5.4%
L	9	4.9%
U	8	4.3%
Other values (14)	56	30.3%

Lowercase Letter

Value	Count	Frequency (%)
e	30	16.8%
a	27	15.1%
r	16	8.9%
k	11	6.1%
t	11	6.1%
y	11	6.1%
i	10	5.6%
o	9	5.0%
n	9	5.0%
m	6	3.4%
Other values (11)	39	21.8%

Decimal Number

Value	Count	Frequency (%)
1	12	28.6%
2	10	23.8%
3	7	16.7%
0	7	16.7%
7	2	4.8%
5	2	4.8%
9	1	2.4%
8	1	2.4%

Other Punctuation

Value	Count	Frequency (%)
?	5	35.7%
&	3	21.4%
:	2	14.3%
.	2	14.3%
#	1	7.1%
'	1	7.1%

Space Separator

Value	Count	Frequency (%)
	268	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	136	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	134	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7370	88.5%
Common	595	7.1%
Latin	364	4.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
리	416	5.6%
점	386	5.2%
이	375	5.1%
베	263	3.6%
과	228	3.1%
커	222	3.0%
스	175	2.4%
제	159	2.2%
라	131	1.8%
빵	107	1.5%
Other values (438)	4908	66.6%

Latin

Value	Count	Frequency (%)
e	30	8.2%
a	27	7.4%
E	24	6.6%
B	17	4.7%
A	16	4.4%
r	16	4.4%
R	12	3.3%
S	12	3.3%
k	11	3.0%
t	11	3.0%
Other values (35)	188	51.6%

Common

Value	Count	Frequency (%)
	268	45.0%
(	136	22.9%
)	134	22.5%
1	12	2.0%
2	10	1.7%
3	7	1.2%
0	7	1.2%
?	5	0.8%
&	3	0.5%
7	2	0.3%
Other values (8)	11	1.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7370	88.5%
ASCII	959	11.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
리	416	5.6%
점	386	5.2%
이	375	5.1%
베	263	3.6%
과	228	3.1%
커	222	3.0%
스	175	2.4%
제	159	2.2%
라	131	1.8%
빵	107	1.5%
Other values (438)	4908	66.6%

ASCII

Value	Count	Frequency (%)
	268	27.9%
(	136	14.2%
)	134	14.0%
e	30	3.1%
a	27	2.8%
E	24	2.5%
B	17	1.8%
A	16	1.7%
r	16	1.7%
R	12	1.3%
Other values (53)	279	29.1%

최종수정일자
Date

Distinct	721
Distinct (%)	63.7%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Minimum	1999-01-11 00:00:00
Maximum	2024-05-09 09:27:56

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

I	916
U	215

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	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	916	81.0%
U	215	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	916	81.0%
u	215	19.0%

데이터갱신일자
Date

Distinct	238
Distinct (%)	21.0%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

제과점영업	1131

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제과점영업	1131	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제과점영업	1131	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	656
Distinct (%)	61.9%
Missing	71
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	212128.1

Minimum	210566.88
Maximum	216029.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	210566.88
5-th percentile	210929.92
Q1	211222.48
median	211904.54
Q3	212707.79
95-th percentile	214293.41
Maximum	216029.39
Range	5462.5124
Interquartile range (IQR)	1485.3112

Descriptive statistics

Standard deviation	1078.8991
Coefficient of variation (CV)	0.0050860735
Kurtosis	0.65706754
Mean	212128.1
Median Absolute Deviation (MAD)	740.45968
Skewness	0.98584592
Sum	2.2485579 × 10⁸
Variance	1164023.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
210931.643485	55	4.9%
210929.919693661	32	2.8%
211025.924972294	24	2.1%
213700.877714971	18	1.6%
211979.520569314	12	1.1%
213048.692179757	10	0.9%
212334.69890736	9	0.8%
211912.282694478	7	0.6%
212845.87675862	6	0.5%
212676.162193508	6	0.5%
Other values (646)	881	77.9%
(Missing)	71	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210566.875626134	2	0.2%
210630.209443525	1	0.1%
210666.544542252	1	0.1%
210669.722533894	1	0.1%
210692.588312686	2	0.2%
210708.395291121	1	0.1%
210719.904367879	2	0.2%
210732.609714299	1	0.1%
210733.127672305	2	0.2%
210742.934504221	1	0.1%

Value	Count	Frequency (%)
216029.388021	1	0.1%
215784.2264	1	0.1%
215743.278884315	1	0.1%
215422.746119624	1	0.1%
215400.574803	1	0.1%
215384.844269	1	0.1%
215303.913311463	1	0.1%
215289.815449411	2	0.2%
215277.575586465	1	0.1%
215257.766510608	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	656
Distinct (%)	61.9%
Missing	71
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	448905.24

Minimum	446462.9
Maximum	452195.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	446462.9
5-th percentile	447197.27
Q1	448249.96
median	448721.09
Q3	449814.24
95-th percentile	450566.11
Maximum	452195.59
Range	5732.6861
Interquartile range (IQR)	1564.2829

Descriptive statistics

Standard deviation	1049.1412
Coefficient of variation (CV)	0.0023371107
Kurtosis	-0.61367478
Mean	448905.24
Median Absolute Deviation (MAD)	876.00744
Skewness	0.071817754
Sum	4.7583955 × 10⁸
Variance	1100697.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448522.079827	55	4.9%
448537.406728283	32	2.8%
448495.189151526	24	2.1%
450278.100930843	18	1.6%
446932.653730601	12	1.1%
450124.105734971	10	0.9%
447728.865137096	9	0.8%
447248.126116539	7	0.6%
449772.477083199	6	0.5%
449910.881572138	6	0.5%
Other values (646)	881	77.9%
(Missing)	71	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446462.901761568	2	0.2%
446742.800284862	1	0.1%
446748.493341691	1	0.1%
446753.841167447	1	0.1%
446810.814080816	1	0.1%
446824.910976521	1	0.1%
446859.875435823	1	0.1%
446862.234226426	1	0.1%
446872.29983338	2	0.2%
446893.337244184	1	0.1%

Value	Count	Frequency (%)
452195.587817951	1	0.1%
452189.755118282	1	0.1%
452130.329696	1	0.1%
451707.466249	1	0.1%
451519.404046335	2	0.2%
451505.007408289	1	0.1%
451457.0	1	0.1%
451402.228621793	1	0.1%
451319.018562	1	0.1%
451151.696609954	1	0.1%

위생업태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

제과점영업	986
<NA>	145

Length

Max length	5
Median length	5
Mean length	4.8717949
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제과점영업	986	87.2%
<NA>	145	12.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제과점영업	986	87.2%
na	145	12.8%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.9%
Missing	444
Missing (%)	39.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.41921397

Minimum	0
Maximum	9
Zeros	457
Zeros (%)	40.4%
Negative	0
Negative (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.72769693
Coefficient of variation (CV)	1.7358604
Kurtosis	29.771888
Mean	0.41921397
Median Absolute Deviation (MAD)	0
Skewness	3.6290086
Sum	288
Variance	0.52954282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	457	40.4%
1	189	16.7%
2	32	2.8%
3	6	0.5%
4	2	0.2%
9	1	0.1%
(Missing)	444	39.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	457	40.4%
1	189	16.7%
2	32	2.8%
3	6	0.5%
4	2	0.2%
9	1	0.1%

Value	Count	Frequency (%)
9	1	0.1%
4	2	0.2%
3	6	0.5%
2	32	2.8%
1	189	16.7%
0	457	40.4%

여성종사자수
Categorical

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	443
0	406
1	246
2	30
3	5

Length

Max length	4
Median length	1
Mean length	2.1750663
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	443	39.2%
0	406	35.9%
1	246	21.8%
2	30	2.7%
3	5	0.4%
9	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	443	39.2%
0	406	35.9%
1	246	21.8%
2	30	2.7%
3	5	0.4%
9	1	0.1%

영업장주변구분명
Categorical

Distinct	7
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	526
주택가주변	409
아파트지역	75
유흥업소밀집지역	60
기타	59
Other values (2)	2

Length

Max length	8
Median length	7
Mean length	4.5419982
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	526	46.5%
주택가주변	409	36.2%
아파트지역	75	6.6%
유흥업소밀집지역	60	5.3%
기타	59	5.2%
학교정화(절대)	1	0.1%
결혼예식장주변	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	526	46.5%
주택가주변	409	36.2%
아파트지역	75	6.6%
유흥업소밀집지역	60	5.3%
기타	59	5.2%
학교정화(절대	1	0.1%
결혼예식장주변	1	0.1%

등급구분명
Categorical

Distinct	8
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	526
기타	194
자율	178
지도	137
을	91
Other values (3)	5

Length

Max length	4
Median length	2
Mean length	2.8479222
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	자율
2nd row	지도
3rd row	을
4th row	을
5th row	지도

Common Values

Value	Count	Frequency (%)
<NA>	526	46.5%
기타	194	17.2%
자율	178	15.7%
지도	137	12.1%
을	91	8.0%
갑	2	0.2%
우수	2	0.2%
관리	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	526	46.5%
기타	194	17.2%
자율	178	15.7%
지도	137	12.1%
을	91	8.0%
갑	2	0.2%
우수	2	0.2%
관리	1	0.1%

급수시설구분명
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

상수도전용	616
<NA>	513
상수도(음용)지하수(주방용)겸용	1
지하수전용	1

Length

Max length	17
Median length	5
Mean length	4.5570292
Min length	4

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	616	54.5%
<NA>	513	45.4%
상수도(음용)지하수(주방용)겸용	1	0.1%
지하수전용	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	616	54.5%
na	513	45.4%
상수도(음용)지하수(주방용)겸용	1	0.1%
지하수전용	1	0.1%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1096
0	35

Length

Max length	4
Median length	4
Mean length	3.9071618
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>	1096	96.9%
0	35	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1096	96.9%
0	35	3.1%

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1093
0	38

Length

Max length	4
Median length	4
Mean length	3.8992042
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>	1093	96.6%
0	38	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	96.6%
0	38	3.4%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	145
Missing (%)	12.8%
Memory size	2.3 KiB

False	984
True	2
(Missing)	145

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	984	87.0%
True	2	0.2%
(Missing)	145	12.8%

시설총규모
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	683
Distinct (%)	69.3%
Missing	145
Missing (%)	12.8%
Infinite	0
Infinite (%)	0.0%
Mean	144.13084

Minimum	0
Maximum	85033.58
Zeros	14
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	6.6
Q1	21.02
median	29.03
Q3	43.03
95-th percentile	90
Maximum	85033.58
Range	85033.58
Interquartile range (IQR)	22.01

Descriptive statistics

Standard deviation	2780.3667
Coefficient of variation (CV)	19.290574
Kurtosis	887.26366
Mean	144.13084
Median Absolute Deviation (MAD)	10.57
Skewness	29.32592
Sum	142113.01
Variance	7730439.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.4	20	1.8%
6.6	15	1.3%
0.0	14	1.2%
29.7	12	1.1%
33.0	11	1.0%
30.0	10	0.9%
23.1	10	0.9%
42.9	8	0.7%
39.6	8	0.7%
26.0	8	0.7%
Other values (673)	870	76.9%
(Missing)	145	12.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	14	1.2%
1.26	1	0.1%
1.65	1	0.1%
2.04	1	0.1%
2.4	1	0.1%
2.52	1	0.1%
2.7	1	0.1%
3.3	4	0.4%
3.31	1	0.1%
3.51	1	0.1%

Value	Count	Frequency (%)
85033.58	1	0.1%
20035.7	1	0.1%
572.66	1	0.1%
554.21	1	0.1%
429.75	1	0.1%
247.5	1	0.1%
245.22	1	0.1%
201.08	1	0.1%
157.0	1	0.1%
155.68	1	0.1%

전통업소지정번호
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

<NA>	1130
0	1

Length

Max length	4
Median length	4
Mean length	3.9973475
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1130	99.9%
0	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1130	99.9%
0	1	0.1%

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1131
Missing (%)	100.0%
Memory size	10.1 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	3240000	3240000-121-1952-04848	19520513	<NA>	3	폐업	2	폐업	20170227	<NA>	<NA>	<NA>	02 4287033	34.19	134825	서울특별시 강동구 명일동 48번지 주양쇼핑19호(지1층)	서울특별시 강동구 고덕로62길 55 (명일동,주양쇼핑19호(지1층))	5269	케익하우스 이삭	2015-07-22 17:19:22	I	2018-08-31 23:59:59.0	제과점영업	213493.907175	450038.84732	제과점영업	1	1	아파트지역	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	34.19	<NA>	<NA>	<NA>
1	3240000	3240000-121-1979-04931	19790901	<NA>	3	폐업	2	폐업	19970204	<NA>	<NA>	<NA>	02 4826175	35.74	134848	서울특별시 강동구 성내동 271-2번지	<NA>	<NA>	밀라노베이커리	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	211071.489376	447715.668884	제과점영업	0	0	주택가주변	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	35.74	<NA>	<NA>	<NA>
2	3240000	3240000-121-1979-05083	19790419	<NA>	3	폐업	2	폐업	19951120	<NA>	<NA>	<NA>	0204863691	60.32	134874	서울특별시 강동구 천호동 455-20번지	<NA>	<NA>	고려당분점	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	<NA>	<NA>	제과점영업	1	1	주택가주변	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	60.32	<NA>	<NA>	<NA>
3	3240000	3240000-121-1980-04890	19800709	<NA>	3	폐업	2	폐업	20121206	<NA>	<NA>	<NA>	0200000000	29.18	134822	서울특별시 강동구 둔촌동 522-3번지 둔촌종합 114호	<NA>	<NA>	윈첼도우넛	2008-01-24 10:21:13	I	2018-08-31 23:59:59.0	제과점영업	<NA>	<NA>	제과점영업	2	1	주택가주변	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	29.18	<NA>	<NA>	<NA>
4	3240000	3240000-121-1980-04952	19800630	<NA>	3	폐업	2	폐업	20000304	<NA>	<NA>	<NA>	02	18.98	134853	서울특별시 강동구 암사동 414-2번지	<NA>	<NA>	문수남과자점	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	212480.463676	450472.374955	제과점영업	0	1	아파트지역	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	18.98	<NA>	<NA>	<NA>
5	3240000	3240000-121-1980-04954	19800910	<NA>	3	폐업	2	폐업	20000201	<NA>	<NA>	<NA>	02	45.56	134857	서울특별시 강동구 암사동 463-0번지	<NA>	<NA>	독일제과	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	211338.526335	450163.935831	제과점영업	1	1	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	45.56	<NA>	<NA>	<NA>
6	3240000	3240000-121-1980-05082	19801104	<NA>	3	폐업	2	폐업	20000616	<NA>	<NA>	<NA>	0200000000	80.28	134840	서울특별시 강동구 성내동 79-8번지	<NA>	<NA>	프린스제과	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	<NA>	<NA>	제과점영업	1	1	주택가주변	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	80.28	<NA>	<NA>	<NA>
7	3240000	3240000-121-1980-05087	19801008	<NA>	3	폐업	2	폐업	19920521	<NA>	<NA>	<NA>	0204761146	130.64	134859	서울특별시 강동구 암사동 501-3번지	<NA>	<NA>	효성제과	2002-06-05 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	211228.867878	449776.322853	제과점영업	3	1	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	130.64	<NA>	<NA>	<NA>
8	3240000	3240000-121-1980-05088	19800329	<NA>	3	폐업	2	폐업	20080325	<NA>	<NA>	<NA>	<NA>	37.10	134880	서울특별시 강동구 길동 400-1번지	<NA>	<NA>	블루문 베이커리	2002-07-25 00:00:00	I	2018-08-31 23:59:59.0	제과점영업	212589.271821	448309.85989	제과점영업	0	0	기타	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	37.1	<NA>	<NA>	<NA>
9	3240000	3240000-121-1981-04740	19811123	<NA>	3	폐업	2	폐업	20101019	<NA>	<NA>	<NA>	0201768800	21.50	134818	서울특별시 강동구 둔촌동 112-4번지 주공(상가) 나동 118호	<NA>	<NA>	김윤호베이커리	2008-01-24 10:22:31	I	2018-08-31 23:59:59.0	제과점영업	<NA>	<NA>	제과점영업	0	0	아파트지역	을	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	21.5	<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
1121	3240000	3240000-121-2024-00002	2024-01-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	132.00	134-822	서울특별시 강동구 둔촌동 436-3	서울특별시 강동구 양재대로 1424, 지1층 B102호 (둔촌동)	5362	그레인 베이커리	2024-01-25 10:54:05	I	2023-11-30 22:07:00.0	제과점영업	212191.260488	447873.981033	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1122	3240000	3240000-121-2024-00003	2024-02-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	134-874	서울특별시 강동구 천호동 457-47	서울특별시 강동구 구천면로18길 28, 1층 (천호동)	5248	케키도리	2024-02-19 13:03:36	I	2023-12-01 22:01:00.0	제과점영업	210756.118234	448698.40758	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1123	3240000	3240000-121-2024-00004	2024-03-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	17.00	134-843	서울특별시 강동구 성내동 386-55	서울특별시 강동구 양재대로101길 57, 1층 101-2호 (성내동)	5374	알레그리아케이크(alegria cake)	2024-03-19 13:25:24	I	2023-12-02 22:01:00.0	제과점영업	211827.517453	447832.006145	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1124	3240000	3240000-121-2024-00005	2024-04-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.01	134-880	서울특별시 강동구 길동 401-8	서울특별시 강동구 양재대로112길 87, 102호 (길동)	5350	파파베이커리	2024-04-01 13:52:49	I	2023-12-04 00:03:00.0	제과점영업	212714.726866	448193.392189	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1125	3240000	3240000-121-2024-00006	2024-04-15	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	32.78	134-830	서울특별시 강동구 명일동 327-1 센트로빌	서울특별시 강동구 구천면로 428, 1층 115호 (명일동, 센트로빌)	5292	에따 베이커리(etat bakery)	2024-04-15 15:37:02	I	2023-12-03 23:07:00.0	제과점영업	212845.876759	449772.477083	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1126	3240000	3240000-121-2024-00007	2024-04-19	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.09	134-877	서울특별시 강동구 암사동 511	서울특별시 강동구 상암로 14, 108호 (암사동)	5242	러브포션	2024-04-19 17:08:31	I	2023-12-03 22:01:00.0	제과점영업	211005.592616	449849.48776	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1127	3240000	3240000-121-2024-00008	2024-04-23	<NA>	3	폐업	2	폐업	2024-04-25	<NA>	<NA>	<NA>	<NA>	<NA>	134-700	서울특별시 강동구 성내동 540 강동구청	서울특별시 강동구 성내로 25, 강동구청 별관 1층 (성내동)	5397	더샤르망베이커리 한시적영업	2024-04-26 04:15:10	U	2023-12-03 22:08:00.0	제과점영업	210863.000371	447545.992755	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1128	3240000	3240000-121-2024-00009	2024-04-26	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	134-825	서울특별시 강동구 명일동 48-12 동양타워	서울특별시 강동구 동남로71길 38, 3층 305호 (명일동, 동양타워)	5269	도도베이크	2024-04-26 09:31:09	I	2023-12-03 22:08:00.0	제과점영업	213545.011196	449988.458107	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1129	3240000	3240000-121-2024-00010	2024-05-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.90	134-877	서울특별시 강동구 암사동 512-7 웰빙타워	서울특별시 강동구 상암로4길 23, 웰빙타워 102호 (암사동)	5242	티도스룸	2024-05-01 10:12:32	I	2023-12-05 00:04:00.0	제과점영업	211096.215937	449690.76318	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1130	3240000	3240000-121-2024-00011	2024-05-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	134-827	서울특별시 강동구 명일동 239-4	서울특별시 강동구 동남로65길 46, 1층 102호 (명일동)	5271	미니테이블	2024-05-09 09:27:56	I	2023-12-04 23:01:00.0	제과점영업	213482.812336	449520.750715	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block