gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	387
Missing cells	3674
Missing cells (%)	21.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	141.9 KiB
Average record size in memory	375.3 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-18201/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`위생업태명` is highly imbalanced (53.7%)	Imbalance
`남성종사자수` is highly imbalanced (56.8%)	Imbalance
`영업장주변구분명` is highly imbalanced (59.3%)	Imbalance
`등급구분명` is highly imbalanced (62.0%)	Imbalance
`총인원` is highly imbalanced (70.7%)	Imbalance
`인허가취소일자` has 387 (100.0%) missing values	Missing
`폐업일자` has 62 (16.0%) missing values	Missing
`휴업시작일자` has 387 (100.0%) missing values	Missing
`휴업종료일자` has 387 (100.0%) missing values	Missing
`재개업일자` has 387 (100.0%) missing values	Missing
`전화번호` has 149 (38.5%) missing values	Missing
`소재지면적` has 24 (6.2%) missing values	Missing
`도로명주소` has 165 (42.6%) missing values	Missing
`도로명우편번호` has 166 (42.9%) missing values	Missing
`좌표정보(X)` has 9 (2.3%) missing values	Missing
`좌표정보(Y)` has 9 (2.3%) missing values	Missing
`여성종사자수` has 305 (78.8%) missing values	Missing
`다중이용업소여부` has 38 (9.8%) missing values	Missing
`시설총규모` has 38 (9.8%) missing values	Missing
`전통업소지정번호` has 387 (100.0%) missing values	Missing
`전통업소주된음식` has 387 (100.0%) missing values	Missing
`홈페이지` has 387 (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 61 (15.8%) zeros	Zeros
`시설총규모` has 316 (81.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:51:10.422442
Analysis finished	2024-05-11 05:51:11.270587
Duration	0.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

3240000	387

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	387	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3240000	387	100.0%

관리번호
Text

UNIQUE

Distinct	387
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Length

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

Characters and Unicode

Total characters	8514
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	387 ?
Unique (%)	100.0%

Sample

1st row	3240000-109-1993-00423
2nd row	3240000-109-1995-00424
3rd row	3240000-109-1995-00436
4th row	3240000-109-1995-00446
5th row	3240000-109-1995-00447

Value	Count	Frequency (%)
3240000-109-1993-00423	1	0.3%
3240000-109-2010-00010	1	0.3%
3240000-109-2014-00010	1	0.3%
3240000-109-2014-00009	1	0.3%
3240000-109-2014-00008	1	0.3%
3240000-109-2014-00007	1	0.3%
3240000-109-2014-00006	1	0.3%
3240000-109-2014-00005	1	0.3%
3240000-109-2014-00004	1	0.3%
3240000-109-2014-00003	1	0.3%
Other values (377)	377	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	3728	43.8%
-	1161	13.6%
2	893	10.5%
1	836	9.8%
9	578	6.8%
4	506	5.9%
3	491	5.8%
5	88	1.0%
7	83	1.0%
6	82	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7353	86.4%
Dash Punctuation	1161	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3728	50.7%
2	893	12.1%
1	836	11.4%
9	578	7.9%
4	506	6.9%
3	491	6.7%
5	88	1.2%
7	83	1.1%
6	82	1.1%
8	68	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1161	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8514	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3728	43.8%
-	1161	13.6%
2	893	10.5%
1	836	9.8%
9	578	6.8%
4	506	5.9%
3	491	5.8%
5	88	1.0%
7	83	1.0%
6	82	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8514	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3728	43.8%
-	1161	13.6%
2	893	10.5%
1	836	9.8%
9	578	6.8%
4	506	5.9%
3	491	5.8%
5	88	1.0%
7	83	1.0%
6	82	1.0%

인허가일자
Date

Distinct	370
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Minimum	1993-11-25 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

3	325
1	62

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	325	84.0%
1	62	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	325	84.0%
1	62	16.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

폐업	325
영업/정상	62

Length

Max length	5
Median length	2
Mean length	2.4806202
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	325	84.0%
영업/정상	62	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	325	84.0%
영업/정상	62	16.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

2	325
1	62

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	325	84.0%
1	62	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	325	84.0%
1	62	16.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

폐업	325
영업	62

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	325	84.0%
영업	62	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	325	84.0%
영업	62	16.0%

폐업일자
Date

MISSING

Distinct	287
Distinct (%)	88.3%
Missing	62
Missing (%)	16.0%
Memory size	3.2 KiB

Minimum	1998-09-30 00:00:00
Maximum	2024-03-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

전화번호
Text

MISSING

Distinct	209
Distinct (%)	87.8%
Missing	149
Missing (%)	38.5%
Memory size	3.2 KiB

Length

Max length	12
Median length	11
Mean length	10.268908
Min length	2

Characters and Unicode

Total characters	2444
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	199 ?
Unique (%)	83.6%

Sample

1st row	02 4813697
2nd row	0234266293
3rd row	02 4261614
4th row	02 5858114
5th row	02 4262016

Value	Count	Frequency (%)
02	202	38.8%
070	7	1.3%
428	7	1.3%
473	7	1.3%
441	6	1.2%
477	6	1.2%
488	5	1.0%
471	4	0.8%
429	4	0.8%
486	4	0.8%
Other values (238)	269	51.6%

Most occurring characters

Value	Count	Frequency (%)
2	429	17.6%
	394	16.1%
0	385	15.8%
4	298	12.2%
7	177	7.2%
8	173	7.1%
1	133	5.4%
3	123	5.0%
6	120	4.9%
5	114	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2050	83.9%
Space Separator	394	16.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	429	20.9%
0	385	18.8%
4	298	14.5%
7	177	8.6%
8	173	8.4%
1	133	6.5%
3	123	6.0%
6	120	5.9%
5	114	5.6%
9	98	4.8%

Space Separator

Value	Count	Frequency (%)
	394	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2444	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	429	17.6%
	394	16.1%
0	385	15.8%
4	298	12.2%
7	177	7.2%
8	173	7.1%
1	133	5.4%
3	123	5.0%
6	120	4.9%
5	114	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2444	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	429	17.6%
	394	16.1%
0	385	15.8%
4	298	12.2%
7	177	7.2%
8	173	7.1%
1	133	5.4%
3	123	5.0%
6	120	4.9%
5	114	4.7%

소재지면적
Text

MISSING

Distinct	204
Distinct (%)	56.2%
Missing	24
Missing (%)	6.2%
Memory size	3.2 KiB

Length

Max length	8
Median length	5
Mean length	4.8539945
Min length	3

Characters and Unicode

Total characters	1762
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	159 ?
Unique (%)	43.8%

Sample

1st row	80.00
2nd row	78.28
3rd row	45.59
4th row	36.01
5th row	27.50

Value	Count	Frequency (%)
6.60	21	5.8%
33.00	16	4.4%
3.30	15	4.1%
10.00	12	3.3%
66.00	10	2.8%
30.00	9	2.5%
9.90	8	2.2%
25.00	7	1.9%
26.40	7	1.9%
20.00	6	1.7%
Other values (194)	252	69.4%

Most occurring characters

Value	Count	Frequency (%)
0	503	28.5%
.	363	20.6%
3	144	8.2%
1	131	7.4%
6	130	7.4%
2	117	6.6%
5	97	5.5%
4	83	4.7%
9	79	4.5%
8	65	3.7%
Other values (2)	50	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1398	79.3%
Other Punctuation	364	20.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	503	36.0%
3	144	10.3%
1	131	9.4%
6	130	9.3%
2	117	8.4%
5	97	6.9%
4	83	5.9%
9	79	5.7%
8	65	4.6%
7	49	3.5%

Other Punctuation

Value	Count	Frequency (%)
.	363	99.7%
,	1	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1762	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	503	28.5%
.	363	20.6%
3	144	8.2%
1	131	7.4%
6	130	7.4%
2	117	6.6%
5	97	5.5%
4	83	4.7%
9	79	4.5%
8	65	3.7%
Other values (2)	50	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	503	28.5%
.	363	20.6%
3	144	8.2%
1	131	7.4%
6	130	7.4%
2	117	6.6%
5	97	5.5%
4	83	4.7%
9	79	4.5%
8	65	3.7%
Other values (2)	50	2.8%

소재지우편번호
Text

Distinct	89
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Length

Max length	7
Median length	6
Mean length	6.0490956
Min length	6

Characters and Unicode

Total characters	2341
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	30 ?
Unique (%)	7.8%

Sample

1st row	134855
2nd row	134830
3rd row	134803
4th row	134880
5th row	134838

Value	Count	Frequency (%)
134830	26	6.7%
134874	23	5.9%
134890	16	4.1%
134822	13	3.4%
134837	12	3.1%
134843	10	2.6%
134825	9	2.3%
134867	9	2.3%
134841	9	2.3%
134864	8	2.1%
Other values (79)	252	65.1%

Most occurring characters

Value	Count	Frequency (%)
4	489	20.9%
1	470	20.1%
3	467	19.9%
8	411	17.6%
0	117	5.0%
7	112	4.8%
5	73	3.1%
2	70	3.0%
6	63	2.7%
9	50	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2322	99.2%
Dash Punctuation	19	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	489	21.1%
1	470	20.2%
3	467	20.1%
8	411	17.7%
0	117	5.0%
7	112	4.8%
5	73	3.1%
2	70	3.0%
6	63	2.7%
9	50	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2341	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	489	20.9%
1	470	20.1%
3	467	19.9%
8	411	17.6%
0	117	5.0%
7	112	4.8%
5	73	3.1%
2	70	3.0%
6	63	2.7%
9	50	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2341	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	489	20.9%
1	470	20.1%
3	467	19.9%
8	411	17.6%
0	117	5.0%
7	112	4.8%
5	73	3.1%
2	70	3.0%
6	63	2.7%
9	50	2.1%

지번주소
Text

Distinct	355
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Length

Max length	42
Median length	38
Mean length	24.242894
Min length	17

Characters and Unicode

Total characters	9382
Distinct characters	168
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	334 ?
Unique (%)	86.3%

Sample

1st row	서울특별시 강동구 암사동 441-11
2nd row	서울특별시 강동구 명일동 350-4
3rd row	서울특별시 강동구 고덕동 255-3
4th row	서울특별시 강동구 길동 406-10
5th row	서울특별시 강동구 상일동 301-1

Value	Count	Frequency (%)
서울특별시	387	20.5%
강동구	387	20.5%
성내동	92	4.9%
천호동	85	4.5%
1층	48	2.5%
명일동	45	2.4%
길동	43	2.3%
암사동	40	2.1%
둔촌동	34	1.8%
고덕동	25	1.3%
Other values (478)	703	37.2%

Most occurring characters

Value	Count	Frequency (%)
	1808	19.3%
동	799	8.5%
1	413	4.4%
강	396	4.2%
시	390	4.2%
구	388	4.1%
서	387	4.1%
울	387	4.1%
별	387	4.1%
특	387	4.1%
Other values (158)	3640	38.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5191	55.3%
Decimal Number	1983	21.1%
Space Separator	1808	19.3%
Dash Punctuation	346	3.7%
Uppercase Letter	19	0.2%
Open Punctuation	14	0.1%
Close Punctuation	14	0.1%
Other Punctuation	7	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	799	15.4%
강	396	7.6%
시	390	7.5%
구	388	7.5%
서	387	7.5%
울	387	7.5%
별	387	7.5%
특	387	7.5%
호	173	3.3%
층	130	2.5%
Other values (138)	1367	26.3%

Decimal Number

Value	Count	Frequency (%)
1	413	20.8%
2	275	13.9%
4	272	13.7%
3	222	11.2%
5	198	10.0%
0	172	8.7%
6	118	6.0%
8	114	5.7%
9	107	5.4%
7	92	4.6%

Uppercase Letter

Value	Count	Frequency (%)
G	5	26.3%
A	4	21.1%
L	4	21.1%
S	3	15.8%
B	3	15.8%

Space Separator

Value	Count	Frequency (%)
	1808	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	346	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5191	55.3%
Common	4172	44.5%
Latin	19	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	799	15.4%
강	396	7.6%
시	390	7.5%
구	388	7.5%
서	387	7.5%
울	387	7.5%
별	387	7.5%
특	387	7.5%
호	173	3.3%
층	130	2.5%
Other values (138)	1367	26.3%

Common

Value	Count	Frequency (%)
	1808	43.3%
1	413	9.9%
-	346	8.3%
2	275	6.6%
4	272	6.5%
3	222	5.3%
5	198	4.7%
0	172	4.1%
6	118	2.8%
8	114	2.7%
Other values (5)	234	5.6%

Latin

Value	Count	Frequency (%)
G	5	26.3%
A	4	21.1%
L	4	21.1%
S	3	15.8%
B	3	15.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5191	55.3%
ASCII	4191	44.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1808	43.1%
1	413	9.9%
-	346	8.3%
2	275	6.6%
4	272	6.5%
3	222	5.3%
5	198	4.7%
0	172	4.1%
6	118	2.8%
8	114	2.7%
Other values (10)	253	6.0%

Hangul

Value	Count	Frequency (%)
동	799	15.4%
강	396	7.6%
시	390	7.5%
구	388	7.5%
서	387	7.5%
울	387	7.5%
별	387	7.5%
특	387	7.5%
호	173	3.3%
층	130	2.5%
Other values (138)	1367	26.3%

도로명주소
Text

MISSING

Distinct	218
Distinct (%)	98.2%
Missing	165
Missing (%)	42.6%
Memory size	3.2 KiB

Length

Max length	50
Median length	45
Mean length	32.779279
Min length	22

Characters and Unicode

Total characters	7277
Distinct characters	158
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	214 ?
Unique (%)	96.4%

Sample

1st row	서울특별시 강동구 양재대로99길 6 (성내동)
2nd row	서울특별시 강동구 올림픽로 820 (암사동)
3rd row	서울특별시 강동구 천호대로 1005 (천호동)
4th row	서울특별시 강동구 성안로31길 43 (천호동)
5th row	서울특별시 강동구 진황도로31길 26 (천호동)

Value	Count	Frequency (%)
서울특별시	222	15.7%
강동구	222	15.7%
성내동	66	4.7%
1층	61	4.3%
천호동	35	2.5%
길동	24	1.7%
양재대로	24	1.7%
암사동	23	1.6%
명일동	19	1.3%
2층	18	1.3%
Other values (387)	703	49.6%

Most occurring characters

Value	Count	Frequency (%)
	1195	16.4%
동	476	6.5%
1	380	5.2%
구	243	3.3%
강	230	3.2%
,	227	3.1%
(	227	3.1%
)	227	3.1%
시	224	3.1%
울	222	3.1%
Other values (148)	3626	49.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4107	56.4%
Decimal Number	1266	17.4%
Space Separator	1195	16.4%
Other Punctuation	227	3.1%
Open Punctuation	227	3.1%
Close Punctuation	227	3.1%
Dash Punctuation	22	0.3%
Uppercase Letter	5	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	476	11.6%
구	243	5.9%
강	230	5.6%
시	224	5.5%
울	222	5.4%
별	222	5.4%
특	222	5.4%
서	222	5.4%
로	218	5.3%
호	175	4.3%
Other values (129)	1653	40.2%

Decimal Number

Value	Count	Frequency (%)
1	380	30.0%
2	155	12.2%
3	134	10.6%
0	130	10.3%
5	92	7.3%
4	90	7.1%
6	88	7.0%
9	75	5.9%
7	63	5.0%
8	59	4.7%

Uppercase Letter

Value	Count	Frequency (%)
A	3	60.0%
S	1	20.0%
L	1	20.0%

Space Separator

Value	Count	Frequency (%)
	1195	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	227	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	227	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	227	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4107	56.4%
Common	3165	43.5%
Latin	5	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	476	11.6%
구	243	5.9%
강	230	5.6%
시	224	5.5%
울	222	5.4%
별	222	5.4%
특	222	5.4%
서	222	5.4%
로	218	5.3%
호	175	4.3%
Other values (129)	1653	40.2%

Common

Value	Count	Frequency (%)
	1195	37.8%
1	380	12.0%
,	227	7.2%
(	227	7.2%
)	227	7.2%
2	155	4.9%
3	134	4.2%
0	130	4.1%
5	92	2.9%
4	90	2.8%
Other values (6)	308	9.7%

Latin

Value	Count	Frequency (%)
A	3	60.0%
S	1	20.0%
L	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4107	56.4%
ASCII	3170	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1195	37.7%
1	380	12.0%
,	227	7.2%
(	227	7.2%
)	227	7.2%
2	155	4.9%
3	134	4.2%
0	130	4.1%
5	92	2.9%
4	90	2.8%
Other values (9)	313	9.9%

Hangul

Value	Count	Frequency (%)
동	476	11.6%
구	243	5.9%
강	230	5.6%
시	224	5.5%
울	222	5.4%
별	222	5.4%
특	222	5.4%
서	222	5.4%
로	218	5.3%
호	175	4.3%
Other values (129)	1653	40.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	101
Distinct (%)	45.7%
Missing	166
Missing (%)	42.9%
Infinite	0
Infinite (%)	0.0%
Mean	5327.1131

Minimum	5211
Maximum	5411
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	5211
5-th percentile	5226
Q1	5272
median	5334
Q3	5381
95-th percentile	5404
Maximum	5411
Range	200
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	58.788456
Coefficient of variation (CV)	0.011035706
Kurtosis	-1.1740383
Mean	5327.1131
Median Absolute Deviation (MAD)	51
Skewness	-0.30476806
Sum	1177292
Variance	3456.0826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5404	14	3.6%
5328	9	2.3%
5251	6	1.6%
5295	6	1.6%
5343	6	1.6%
5350	6	1.6%
5376	6	1.6%
5383	5	1.3%
5282	4	1.0%
5378	4	1.0%
Other values (91)	155	40.1%
(Missing)	166	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5211	1	0.3%
5213	1	0.3%
5219	1	0.3%
5220	2	0.5%
5221	2	0.5%
5222	3	0.8%
5226	2	0.5%
5227	2	0.5%
5232	1	0.3%
5236	3	0.8%

Value	Count	Frequency (%)
5411	4	1.0%
5409	1	0.3%
5408	1	0.3%
5407	1	0.3%
5406	1	0.3%
5405	3	0.8%
5404	14	3.6%
5403	2	0.5%
5398	2	0.5%
5395	1	0.3%

사업장명
Text

Distinct	367
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Length

Max length	19
Median length	16
Mean length	6.2764858
Min length	1

Characters and Unicode

Total characters	2429
Distinct characters	381
Distinct categories	7 ?
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	350 ?
Unique (%)	90.4%

Sample

1st row	한국양봉진흥주식회사
2nd row	방주물산
3rd row	천호상회
4th row	파랑월드
5th row	대동유통

Value	Count	Frequency (%)
주식회사	11	2.5%
강경젓갈	3	0.7%
황토특산	3	0.7%
주)예주병과	3	0.7%
엘라인유통(주	2	0.5%
주	2	0.5%
뻥소리	2	0.5%
대호식품	2	0.5%
효성어묵	2	0.5%
영우유통	2	0.5%
Other values (391)	401	92.6%

Most occurring characters

Value	Count	Frequency (%)
주	130	5.4%
)	109	4.5%
(	106	4.4%
이	64	2.6%
식	59	2.4%
드	48	2.0%
	46	1.9%
스	44	1.8%
마	42	1.7%
리	42	1.7%
Other values (371)	1739	71.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2128	87.6%
Close Punctuation	109	4.5%
Open Punctuation	106	4.4%
Space Separator	46	1.9%
Uppercase Letter	29	1.2%
Other Punctuation	7	0.3%
Lowercase Letter	4	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	130	6.1%
이	64	3.0%
식	59	2.8%
드	48	2.3%
스	44	2.1%
마	42	2.0%
리	42	2.0%
품	42	2.0%
유	41	1.9%
트	41	1.9%
Other values (349)	1575	74.0%

Uppercase Letter

Value	Count	Frequency (%)
F	4	13.8%
A	4	13.8%
G	4	13.8%
B	3	10.3%
L	3	10.3%
E	2	6.9%
C	2	6.9%
K	2	6.9%
M	1	3.4%
T	1	3.4%
Other values (3)	3	10.3%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
&	4	57.1%
.	3	42.9%

Close Punctuation

Value	Count	Frequency (%)
)	109	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	106	100.0%

Space Separator

Value	Count	Frequency (%)
	46	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2128	87.6%
Common	268	11.0%
Latin	33	1.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	130	6.1%
이	64	3.0%
식	59	2.8%
드	48	2.3%
스	44	2.1%
마	42	2.0%
리	42	2.0%
품	42	2.0%
유	41	1.9%
트	41	1.9%
Other values (349)	1575	74.0%

Latin

Value	Count	Frequency (%)
F	4	12.1%
A	4	12.1%
G	4	12.1%
B	3	9.1%
L	3	9.1%
E	2	6.1%
C	2	6.1%
K	2	6.1%
a	1	3.0%
r	1	3.0%
Other values (7)	7	21.2%

Common

Value	Count	Frequency (%)
)	109	40.7%
(	106	39.6%
	46	17.2%
&	4	1.5%
.	3	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2128	87.6%
ASCII	301	12.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	130	6.1%
이	64	3.0%
식	59	2.8%
드	48	2.3%
스	44	2.1%
마	42	2.0%
리	42	2.0%
품	42	2.0%
유	41	1.9%
트	41	1.9%
Other values (349)	1575	74.0%

ASCII

Value	Count	Frequency (%)
)	109	36.2%
(	106	35.2%
	46	15.3%
&	4	1.3%
F	4	1.3%
A	4	1.3%
G	4	1.3%
B	3	1.0%
L	3	1.0%
.	3	1.0%
Other values (12)	15	5.0%

최종수정일자
Date

Distinct	360
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Minimum	1999-01-14 00:00:00
Maximum	2024-04-18 15:23:09

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

I	312
U	75

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	312	80.6%
U	75	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	312	80.6%
u	75	19.4%

데이터갱신일자
Date

Distinct	100
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 22:00:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

식품소분업	387

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	387	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	387	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	292
Distinct (%)	77.2%
Missing	9
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	212236.05

Minimum	210528.38
Maximum	215984.38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	210528.38
5-th percentile	210842.4
Q1	211388.16
median	211979.52
Q3	212726.51
95-th percentile	215029.57
Maximum	215984.38
Range	5455.9928
Interquartile range (IQR)	1338.3571

Descriptive statistics

Standard deviation	1171.8285
Coefficient of variation (CV)	0.005521345
Kurtosis	0.68125422
Mean	212236.05
Median Absolute Deviation (MAD)	685.46651
Skewness	1.0648372
Sum	80225228
Variance	1373182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
210931.643485	19	4.9%
211838.35431041	9	2.3%
211979.520569314	6	1.6%
212676.162193508	5	1.3%
213700.877714971	5	1.3%
212334.69890736	4	1.0%
211025.924972294	4	1.0%
212334.9584644	3	0.8%
212771.950892437	3	0.8%
212016.915921852	3	0.8%
Other values (282)	317	81.9%
(Missing)	9	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210528.382324953	1	0.3%
210566.875626134	2	0.5%
210607.856193423	2	0.5%
210621.633987432	2	0.5%
210649.789630326	1	0.3%
210661.929283313	1	0.3%
210677.600797353	1	0.3%
210702.347047613	1	0.3%
210704.774772111	1	0.3%
210757.026210431	1	0.3%

Value	Count	Frequency (%)
215984.375136997	1	0.3%
215661.222623	1	0.3%
215254.0	1	0.3%
215206.101435737	1	0.3%
215203.799066155	1	0.3%
215195.884311721	2	0.5%
215178.170771585	1	0.3%
215177.804033096	3	0.8%
215172.159803867	1	0.3%
215167.502111577	1	0.3%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	292
Distinct (%)	77.2%
Missing	9
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	448821.52

Minimum	446598.59
Maximum	451725.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	446598.59
5-th percentile	447195.68
Q1	447918.68
median	448661.84
Q3	449693.71
95-th percentile	450907.68
Maximum	451725.94
Range	5127.3498
Interquartile range (IQR)	1775.0319

Descriptive statistics

Standard deviation	1115.4628
Coefficient of variation (CV)	0.0024853149
Kurtosis	-0.78929901
Mean	448821.52
Median Absolute Deviation (MAD)	911.5619
Skewness	0.23848713
Sum	1.6965454 × 10⁸
Variance	1244257.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
448522.079827	19	4.9%
447195.676766748	9	2.3%
446932.653730601	6	1.6%
449910.881572138	5	1.3%
450278.100930843	5	1.3%
447728.865137096	4	1.0%
448495.189151526	4	1.0%
450346.790651613	3	0.8%
450113.214810361	3	0.8%
447600.544562582	3	0.8%
Other values (282)	317	81.9%
(Missing)	9	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446598.591776331	1	0.3%
446761.604007505	1	0.3%
446812.537064604	1	0.3%
446882.690089639	2	0.5%
446932.653730601	6	1.6%
446940.608800863	1	0.3%
447012.990706287	1	0.3%
447055.923693449	1	0.3%
447086.687082877	1	0.3%
447125.42728615	1	0.3%

Value	Count	Frequency (%)
451725.941564	1	0.3%
451457.0	1	0.3%
451368.118053367	1	0.3%
451105.958039247	1	0.3%
451078.579292321	1	0.3%
451049.255756892	1	0.3%
451031.660707591	1	0.3%
451029.854926958	1	0.3%
451026.433073355	1	0.3%
451009.062585424	1	0.3%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

식품소분업	349
<NA>	38

Length

Max length	5
Median length	5
Mean length	4.9018088
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	349	90.2%
<NA>	38	9.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	349	90.2%
na	38	9.8%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	305
0	56
1	20
2	4
3	2

Length

Max length	4
Median length	4
Mean length	3.3643411
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	305	78.8%
0	56	14.5%
1	20	5.2%
2	4	1.0%
3	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	305	78.8%
0	56	14.5%
1	20	5.2%
2	4	1.0%
3	2	0.5%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	7.3%
Missing	305
Missing (%)	78.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.48780488

Minimum	0
Maximum	5
Zeros	61
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.75
95-th percentile	2
Maximum	5
Range	5
Interquartile range (IQR)	0.75

Descriptive statistics

Standard deviation	0.99683329
Coefficient of variation (CV)	2.0435082
Kurtosis	6.2067101
Mean	0.48780488
Median Absolute Deviation (MAD)	0
Skewness	2.4106338
Sum	40
Variance	0.9936766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	61	15.8%
1	9	2.3%
2	8	2.1%
3	2	0.5%
5	1	0.3%
4	1	0.3%
(Missing)	305	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	61	15.8%
1	9	2.3%
2	8	2.1%
3	2	0.5%
4	1	0.3%
5	1	0.3%

Value	Count	Frequency (%)
5	1	0.3%
4	1	0.3%
3	2	0.5%
2	8	2.1%
1	9	2.3%
0	61	15.8%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	315
주택가주변	40
기타	26
아파트지역	5
유흥업소밀집지역	1

Length

Max length	8
Median length	4
Mean length	3.9922481
Min length	2

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	315	81.4%
주택가주변	40	10.3%
기타	26	6.7%
아파트지역	5	1.3%
유흥업소밀집지역	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	315	81.4%
주택가주변	40	10.3%
기타	26	6.7%
아파트지역	5	1.3%
유흥업소밀집지역	1	0.3%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	315
자율	68
기타	3
을	1

Length

Max length	4
Median length	4
Mean length	3.625323
Min length	1

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	315	81.4%
자율	68	17.6%
기타	3	0.8%
을	1	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	315	81.4%
자율	68	17.6%
기타	3	0.8%
을	1	0.3%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	259
상수도전용	128

Length

Max length	5
Median length	4
Mean length	4.3307494
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	259	66.9%
상수도전용	128	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	259	66.9%
상수도전용	128	33.1%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	367
0	20

Length

Max length	4
Median length	4
Mean length	3.8449612
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>	367	94.8%
0	20	5.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	367	94.8%
0	20	5.2%

본사종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	271
0	116

Length

Max length	4
Median length	4
Mean length	3.1007752
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>	271	70.0%
0	116	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	271	70.0%
0	116	30.0%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	271
0	116

Length

Max length	4
Median length	4
Mean length	3.1007752
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>	271	70.0%
0	116	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	271	70.0%
0	116	30.0%

공장판매직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	271
0	116

Length

Max length	4
Median length	4
Mean length	3.1007752
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>	271	70.0%
0	116	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	271	70.0%
0	116	30.0%

공장생산직종업원수
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	271
0	116

Length

Max length	4
Median length	4
Mean length	3.1007752
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>	271	70.0%
0	116	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	271	70.0%
0	116	30.0%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

임대	188
<NA>	137
자가	62

Length

Max length	4
Median length	2
Mean length	2.7080103
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 (%)
임대	188	48.6%
<NA>	137	35.4%
자가	62	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
임대	188	48.6%
na	137	35.4%
자가	62	16.0%

보증액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	313
0	74

Length

Max length	4
Median length	4
Mean length	3.4263566
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>	313	80.9%
0	74	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	313	80.9%
0	74	19.1%

월세액
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

<NA>	313
0	74

Length

Max length	4
Median length	4
Mean length	3.4263566
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>	313	80.9%
0	74	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	313	80.9%
0	74	19.1%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	38
Missing (%)	9.8%
Memory size	906.0 B

False	349
(Missing)	38

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	349	90.2%
(Missing)	38	9.8%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	8.6%
Missing	38
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.9319771

Minimum	0
Maximum	149
Zeros	316
Zeros (%)	81.7%
Negative	0
Negative (%)	0.0%
Memory size	3.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	30
Maximum	149
Range	149
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.906459
Coefficient of variation (CV)	4.0454099
Kurtosis	34.246415
Mean	3.9319771
Median Absolute Deviation (MAD)	0
Skewness	5.3929877
Sum	1372.26
Variance	253.01544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.0	316	81.7%
3.3	2	0.5%
66.0	2	0.5%
33.0	2	0.5%
30.0	2	0.5%
18.5	1	0.3%
149.0	1	0.3%
81.38	1	0.3%
23.92	1	0.3%
75.46	1	0.3%
Other values (20)	20	5.2%
(Missing)	38	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	316	81.7%
2.0	1	0.3%
3.3	2	0.5%
6.6	1	0.3%
12.2	1	0.3%
14.0	1	0.3%
18.0	1	0.3%
18.5	1	0.3%
19.8	1	0.3%
20.7	1	0.3%

Value	Count	Frequency (%)
149.0	1	0.3%
116.89	1	0.3%
96.66	1	0.3%
81.38	1	0.3%
75.46	1	0.3%
66.25	1	0.3%
66.0	2	0.5%
63.15	1	0.3%
49.5	1	0.3%
49.0	1	0.3%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	387
Missing (%)	100.0%
Memory size	3.5 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	전통업소지정번호	전통업소주된음식	홈페이지
0	3240000	3240000-109-1993-00423	19931125	<NA>	3	폐업	2	폐업	20080213	<NA>	<NA>	<NA>	02 4813697	80.00	134855	서울특별시 강동구 암사동 441-11	<NA>	<NA>	한국양봉진흥주식회사	2008-02-17 12:47:05	I	2018-08-31 23:59:59.0	식품소분업	211438.476784	450316.299898	식품소분업	3	1	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3240000	3240000-109-1995-00424	19950309	<NA>	3	폐업	2	폐업	20050421	<NA>	<NA>	<NA>	0234266293	78.28	134830	서울특별시 강동구 명일동 350-4	<NA>	<NA>	방주물산	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	212785.236301	449150.358975	식품소분업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3240000	3240000-109-1995-00436	19951128	<NA>	3	폐업	2	폐업	20051222	<NA>	<NA>	<NA>	02 4261614	45.59	134803	서울특별시 강동구 고덕동 255-3	<NA>	<NA>	천호상회	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	214322.719075	450939.870971	식품소분업	1	2	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3240000	3240000-109-1995-00446	19950531	<NA>	3	폐업	2	폐업	20080213	<NA>	<NA>	<NA>	02 5858114	36.01	134880	서울특별시 강동구 길동 406-10	<NA>	<NA>	파랑월드	2008-02-17 12:47:55	I	2018-08-31 23:59:59.0	식품소분업	212477.07187	448107.433152	식품소분업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3240000	3240000-109-1995-00447	19950706	<NA>	3	폐업	2	폐업	20040709	<NA>	<NA>	<NA>	02 4262016	27.50	134838	서울특별시 강동구 상일동 301-1	<NA>	<NA>	대동유통	2002-07-15 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	215111.246226	449501.11552	식품소분업	1	2	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3240000	3240000-109-1995-00448	19951110	<NA>	3	폐업	2	폐업	20030519	<NA>	<NA>	<NA>	02 4894264	20.10	134817	서울특별시 강동구 둔촌동 65-3	<NA>	<NA>	산수식품	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	212517.266139	447921.013888	식품소분업	<NA>	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3240000	3240000-109-1996-00440	19961030	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4872249	25.00	134843	서울특별시 강동구 성내동 387-43	서울특별시 강동구 양재대로99길 6 (성내동)	5375	한국델푸드산업사	2013-12-19 19:39:04	I	2018-08-31 23:59:59.0	식품소분업	212054.166049	447747.986862	식품소분업	2	2	주택가주변	자율	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3240000	3240000-109-1996-00441	19961224	<NA>	3	폐업	2	폐업	19991123	<NA>	<NA>	<NA>	02 0	58.66	134859	서울특별시 강동구 암사동 491-6	<NA>	<NA>	해광물산	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	211523.330598	449679.025268	식품소분업	2	1	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3240000	3240000-109-1997-00422	19970911	<NA>	3	폐업	2	폐업	20020228	<NA>	<NA>	<NA>	02	110.34	134825	서울특별시 강동구 명일동 46-4	<NA>	<NA>	주)해태유통해태마트	2002-02-28 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	213700.877715	450278.100931	식품소분업	3	5	아파트지역	을	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3240000	3240000-109-1997-00425	19971213	<NA>	3	폐업	2	폐업	20010118	<NA>	<NA>	<NA>	02 4831442	24.75	134822	서울특별시 강동구 둔촌동 459-0	<NA>	<NA>	(주)동우농산	2002-06-06 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	212417.485133	447742.943283	식품소분업	<NA>	3	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<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
377	3240000	3240000-109-2022-00005	20220809	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 441 9968	30.56	134830	서울특별시 강동구 명일동 333-1	서울특별시 강동구 양재대로138길 14, A동 102호 (명일동)	5295	명일건어물	2022-08-09 11:38:31	I	2021-12-07 23:01:00.0	식품소분업	212706.795162	449694.9654	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
378	3240000	3240000-109-2022-00006	20220818	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 482 0301	13.00	134846	서울특별시 강동구 성내동 437-8	서울특별시 강동구 양재대로87길 51, 1층 102호 (성내동)	5406	토브	2022-08-18 16:13:42	I	2021-12-07 22:00:00.0	식품소분업	211619.626234	447086.687083	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
379	3240000	3240000-109-2022-00007	20221028	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 488 0822	30.00	134815	서울특별시 강동구 길동 252-1	서울특별시 강동구 명일로 199-5, 2층 (길동)	5350	우성산업	2022-10-28 15:45:38	I	2021-10-30 21:00:00.0	식품소분업	212779.984907	448273.989571	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
380	3240000	3240000-109-2023-00001	2023-02-24	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	15.78	134-811	서울특별시 강동구 길동 347-12 동호빌딩	서울특별시 강동구 양재대로 1522, 동호빌딩 2층 209호 (길동)	5303	아이엔조이	2023-02-24 15:47:36	I	2022-12-01 22:06:00.0	식품소분업	212453.914837	448811.888383	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
381	3240000	3240000-109-2023-00002	2023-02-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	15.00	134-856	서울특별시 강동구 암사동 487-36	서울특별시 강동구 구천면로 333, 1층 (암사동)	5259	농업법인(주)자연촌	2023-02-28 16:08:48	I	2022-12-03 00:03:00.0	식품소분업	211974.529997	449663.797812	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
382	3240000	3240000-109-2023-00003	2023-03-08	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	18.00	134-870	서울특별시 강동구 천호동 382-12	서울특별시 강동구 구천면로33길 44, 1층 (천호동)	5325	샬롬	2023-03-08 13:57:00	I	2022-12-02 23:00:00.0	식품소분업	211301.209267	448933.687561	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
383	3240000	3240000-109-2023-00004	2023-09-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	38.97	134-855	서울특별시 강동구 암사동 446-16	서울특별시 강동구 고덕로 77, 102호 (암사동)	5237	바다향기	2023-09-12 15:50:30	I	2022-12-08 23:04:00.0	식품소분업	211762.01166	450307.409849	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
384	3240000	3240000-109-2023-00005	2023-12-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	8.90	134-827	서울특별시 강동구 명일동 257 주공아파트9단지종합상가	서울특별시 강동구 구천면로 476, 주공아파트9단지종합상가 121호 (명일동)	5272	수다스쿱마켓	2023-12-29 14:40:15	I	2022-11-01 21:01:00.0	식품소분업	213262.059722	449527.440852	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
385	3240000	3240000-109-2024-00001	2024-02-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	17.00	134-867	서울특별시 강동구 천호동 299-27 대성예가	서울특별시 강동구 천중로18길 9, 1층 101호 (천호동, 대성예가)	5325	라온	2024-02-14 14:59:16	I	2023-12-01 23:06:00.0	식품소분업	211436.615058	449119.826384	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
386	3240000	3240000-109-2024-00002	2024-04-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	70.00	134-812	서울특별시 강동구 길동 368-6 스타빌딩	서울특별시 강동구 양재대로 1505, 스타빌딩 502호 (길동)	5342	정도담은	2024-04-18 15:23:09	I	2023-12-03 22:00:00.0	식품소분업	212355.582269	448676.991643	<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

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII