gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	755
Missing cells	7011
Missing cells (%)	21.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	276.6 KiB
Average record size in memory	375.2 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	강남구
URL	https://data.seoul.go.kr/dataList/OA-18199/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`위생업태명` is highly imbalanced (56.8%)	Imbalance
`남성종사자수` is highly imbalanced (74.2%)	Imbalance
`여성종사자수` is highly imbalanced (74.2%)	Imbalance
`영업장주변구분명` is highly imbalanced (67.1%)	Imbalance
`등급구분명` is highly imbalanced (72.0%)	Imbalance
`총인원` is highly imbalanced (79.7%)	Imbalance
`공장판매직종업원수` is highly imbalanced (60.9%)	Imbalance
`인허가취소일자` has 755 (100.0%) missing values	Missing
`폐업일자` has 124 (16.4%) missing values	Missing
`휴업시작일자` has 755 (100.0%) missing values	Missing
`휴업종료일자` has 755 (100.0%) missing values	Missing
`재개업일자` has 755 (100.0%) missing values	Missing
`전화번호` has 236 (31.3%) missing values	Missing
`소재지면적` has 51 (6.8%) missing values	Missing
`도로명주소` has 335 (44.4%) missing values	Missing
`도로명우편번호` has 338 (44.8%) missing values	Missing
`좌표정보(X)` has 11 (1.5%) missing values	Missing
`좌표정보(Y)` has 11 (1.5%) missing values	Missing
`공장생산직종업원수` has 484 (64.1%) missing values	Missing
`다중이용업소여부` has 67 (8.9%) missing values	Missing
`시설총규모` has 67 (8.9%) missing values	Missing
`전통업소지정번호` has 755 (100.0%) missing values	Missing
`전통업소주된음식` has 755 (100.0%) missing values	Missing
`홈페이지` has 755 (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
`공장생산직종업원수` has 262 (34.7%) zeros	Zeros
`시설총규모` has 433 (57.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 12:58:28.564805
Analysis finished	2024-04-06 12:58:30.395353
Duration	1.83 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

3220000	755

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3220000	755	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3220000	755	100.0%

관리번호
Text

UNIQUE

Distinct	755
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

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

Characters and Unicode

Total characters	16610
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	755 ?
Unique (%)	100.0%

Sample

1st row	3220000-109-1988-00001
2nd row	3220000-109-1988-00002
3rd row	3220000-109-1988-00003
4th row	3220000-109-1989-01091
5th row	3220000-109-1989-01175

Value	Count	Frequency (%)
3220000-109-1988-00001	1	0.1%
3220000-109-2012-00026	1	0.1%
3220000-109-2012-00037	1	0.1%
3220000-109-2012-00018	1	0.1%
3220000-109-2012-00019	1	0.1%
3220000-109-2012-00020	1	0.1%
3220000-109-2012-00021	1	0.1%
3220000-109-2012-00022	1	0.1%
3220000-109-2012-00023	1	0.1%
3220000-109-2012-00024	1	0.1%
Other values (745)	745	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	7233	43.5%
2	2610	15.7%
-	2265	13.6%
1	1513	9.1%
9	1053	6.3%
3	1029	6.2%
4	212	1.3%
6	195	1.2%
5	176	1.1%
8	172	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14345	86.4%
Dash Punctuation	2265	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7233	50.4%
2	2610	18.2%
1	1513	10.5%
9	1053	7.3%
3	1029	7.2%
4	212	1.5%
6	195	1.4%
5	176	1.2%
8	172	1.2%
7	152	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2265	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16610	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7233	43.5%
2	2610	15.7%
-	2265	13.6%
1	1513	9.1%
9	1053	6.3%
3	1029	6.2%
4	212	1.3%
6	195	1.2%
5	176	1.1%
8	172	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16610	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7233	43.5%
2	2610	15.7%
-	2265	13.6%
1	1513	9.1%
9	1053	6.3%
3	1029	6.2%
4	212	1.3%
6	195	1.2%
5	176	1.1%
8	172	1.0%

인허가일자
Date

Distinct	683
Distinct (%)	90.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Minimum	1988-03-28 00:00:00
Maximum	2024-01-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

3	631
1	124

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	1
5th row	3

Common Values

Value	Count	Frequency (%)
3	631	83.6%
1	124	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	631	83.6%
1	124	16.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

폐업	631
영업/정상	124

Length

Max length	5
Median length	2
Mean length	2.4927152
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	631	83.6%
영업/정상	124	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	631	83.6%
영업/정상	124	16.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

2	631
1	124

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	1
5th row	2

Common Values

Value	Count	Frequency (%)
2	631	83.6%
1	124	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	631	83.6%
1	124	16.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

폐업	631
영업	124

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	영업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	631	83.6%
영업	124	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	631	83.6%
영업	124	16.4%

폐업일자
Date

MISSING

Distinct	451
Distinct (%)	71.5%
Missing	124
Missing (%)	16.4%
Memory size	6.0 KiB

Minimum	1991-06-03 00:00:00
Maximum	2024-03-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

전화번호
Text

MISSING

Distinct	484
Distinct (%)	93.3%
Missing	236
Missing (%)	31.3%
Memory size	6.0 KiB

Length

Max length	12
Median length	11
Mean length	10.086705
Min length	2

Characters and Unicode

Total characters	5235
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	457 ?
Unique (%)	88.1%

Sample

1st row	02 5400848
2nd row	02 5430794
3rd row	02 5772507
4th row	02 5444904
5th row	0205530101

Value	Count	Frequency (%)
02	296	31.0%
070	22	2.3%
031	10	1.0%
540	4	0.4%
552	4	0.4%
34494114	4	0.4%
5312021	4	0.4%
556	4	0.4%
514	3	0.3%
554	3	0.3%
Other values (545)	601	62.9%

Most occurring characters

Value	Count	Frequency (%)
0	863	16.5%
2	739	14.1%
5	627	12.0%
	582	11.1%
4	478	9.1%
3	397	7.6%
1	386	7.4%
7	364	7.0%
6	320	6.1%
8	246	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4653	88.9%
Space Separator	582	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	863	18.5%
2	739	15.9%
5	627	13.5%
4	478	10.3%
3	397	8.5%
1	386	8.3%
7	364	7.8%
6	320	6.9%
8	246	5.3%
9	233	5.0%

Space Separator

Value	Count	Frequency (%)
	582	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5235	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	863	16.5%
2	739	14.1%
5	627	12.0%
	582	11.1%
4	478	9.1%
3	397	7.6%
1	386	7.4%
7	364	7.0%
6	320	6.1%
8	246	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5235	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	863	16.5%
2	739	14.1%
5	627	12.0%
	582	11.1%
4	478	9.1%
3	397	7.6%
1	386	7.4%
7	364	7.0%
6	320	6.1%
8	246	4.7%

소재지면적
Text

MISSING

Distinct	374
Distinct (%)	53.1%
Missing	51
Missing (%)	6.8%
Memory size	6.0 KiB

Length

Max length	8
Median length	6
Mean length	4.7713068
Min length	3

Characters and Unicode

Total characters	3359
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	296 ?
Unique (%)	42.0%

Sample

1st row	.00
2nd row	.00
3rd row	100.05
4th row	113.52
5th row	114.60

Value	Count	Frequency (%)
3.30	49	7.0%
10.00	25	3.6%
33.00	21	3.0%
6.60	20	2.8%
9.90	17	2.4%
3.00	16	2.3%
16.50	14	2.0%
6.00	11	1.6%
9.91	10	1.4%
00	9	1.3%
Other values (364)	512	72.7%

Most occurring characters

Value	Count	Frequency (%)
0	764	22.7%
.	704	21.0%
1	321	9.6%
3	315	9.4%
2	255	7.6%
6	228	6.8%
5	214	6.4%
9	182	5.4%
4	146	4.3%
8	132	3.9%
Other values (2)	98	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2652	79.0%
Other Punctuation	707	21.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	764	28.8%
1	321	12.1%
3	315	11.9%
2	255	9.6%
6	228	8.6%
5	214	8.1%
9	182	6.9%
4	146	5.5%
8	132	5.0%
7	95	3.6%

Other Punctuation

Value	Count	Frequency (%)
.	704	99.6%
,	3	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	3359	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	764	22.7%
.	704	21.0%
1	321	9.6%
3	315	9.4%
2	255	7.6%
6	228	6.8%
5	214	6.4%
9	182	5.4%
4	146	4.3%
8	132	3.9%
Other values (2)	98	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3359	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	764	22.7%
.	704	21.0%
1	321	9.6%
3	315	9.4%
2	255	7.6%
6	228	6.8%
5	214	6.4%
9	182	5.4%
4	146	4.3%
8	132	3.9%
Other values (2)	98	2.9%

소재지우편번호
Text

Distinct	195
Distinct (%)	25.9%
Missing	1
Missing (%)	0.1%
Memory size	6.0 KiB

Length

Max length	7
Median length	6
Mean length	6.0530504
Min length	6

Characters and Unicode

Total characters	4564
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	73 ?
Unique (%)	9.7%

Sample

1st row	135820
2nd row	135821
3rd row	135945
4th row	135863
5th row	135998

Value	Count	Frequency (%)
135090	49	6.5%
135900	31	4.1%
135998	28	3.7%
135962	21	2.8%
135856	14	1.9%
135902	14	1.9%
135906	13	1.7%
135897	11	1.5%
135829	10	1.3%
135896	10	1.3%
Other values (185)	553	73.3%

Most occurring characters

Value	Count	Frequency (%)
5	928	20.3%
1	879	19.3%
3	871	19.1%
9	525	11.5%
8	445	9.8%
0	298	6.5%
2	178	3.9%
6	152	3.3%
4	144	3.2%
7	104	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4524	99.1%
Dash Punctuation	40	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	928	20.5%
1	879	19.4%
3	871	19.3%
9	525	11.6%
8	445	9.8%
0	298	6.6%
2	178	3.9%
6	152	3.4%
4	144	3.2%
7	104	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4564	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	928	20.3%
1	879	19.3%
3	871	19.1%
9	525	11.5%
8	445	9.8%
0	298	6.5%
2	178	3.9%
6	152	3.3%
4	144	3.2%
7	104	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4564	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	928	20.3%
1	879	19.3%
3	871	19.1%
9	525	11.5%
8	445	9.8%
0	298	6.5%
2	178	3.9%
6	152	3.3%
4	144	3.2%
7	104	2.3%

지번주소
Text

Distinct	678
Distinct (%)	89.9%
Missing	1
Missing (%)	0.1%
Memory size	6.0 KiB

Length

Max length	43
Median length	38
Mean length	25.969496
Min length	16

Characters and Unicode

Total characters	19581
Distinct characters	305
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	642 ?
Unique (%)	85.1%

Sample

1st row	서울특별시 강남구 논현동 119
2nd row	서울특별시 강남구 논현동 113-26
3rd row	서울특별시 강남구 일원동 645-4
4th row	서울특별시 강남구 삼성동 5-1
5th row	서울특별시 강남구 대치동 937

Value	Count	Frequency (%)
서울특별시	754	20.3%
강남구	753	20.3%
역삼동	104	2.8%
대치동	100	2.7%
삼성동	100	2.7%
지하1층	94	2.5%
논현동	90	2.4%
개포동	78	2.1%
신사동	75	2.0%
압구정동	67	1.8%
Other values (915)	1492	40.2%

Most occurring characters

Value	Count	Frequency (%)
	3619	18.5%
1	983	5.0%
구	827	4.2%
동	778	4.0%
서	773	3.9%
남	763	3.9%
강	762	3.9%
시	757	3.9%
울	756	3.9%
별	754	3.9%
Other values (295)	8809	45.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11375	58.1%
Decimal Number	3855	19.7%
Space Separator	3619	18.5%
Dash Punctuation	677	3.5%
Uppercase Letter	35	0.2%
Other Punctuation	9	< 0.1%
Close Punctuation	4	< 0.1%
Open Punctuation	4	< 0.1%
Lowercase Letter	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	827	7.3%
동	778	6.8%
서	773	6.8%
남	763	6.7%
강	762	6.7%
시	757	6.7%
울	756	6.6%
별	754	6.6%
특	754	6.6%
층	376	3.3%
Other values (258)	4075	35.8%

Uppercase Letter

Value	Count	Frequency (%)
B	13	37.1%
O	3	8.6%
I	2	5.7%
C	2	5.7%
N	2	5.7%
F	2	5.7%
S	1	2.9%
R	1	2.9%
V	1	2.9%
W	1	2.9%
Other values (7)	7	20.0%

Decimal Number

Value	Count	Frequency (%)
1	983	25.5%
2	443	11.5%
4	360	9.3%
0	344	8.9%
5	321	8.3%
9	320	8.3%
7	316	8.2%
6	308	8.0%
3	287	7.4%
8	173	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	7	77.8%
.	1	11.1%
/	1	11.1%

Lowercase Letter

Value	Count	Frequency (%)
i	1	50.0%
s	1	50.0%

Space Separator

Value	Count	Frequency (%)
	3619	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	677	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11375	58.1%
Common	8169	41.7%
Latin	37	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	827	7.3%
동	778	6.8%
서	773	6.8%
남	763	6.7%
강	762	6.7%
시	757	6.7%
울	756	6.6%
별	754	6.6%
특	754	6.6%
층	376	3.3%
Other values (258)	4075	35.8%

Latin

Value	Count	Frequency (%)
B	13	35.1%
O	3	8.1%
I	2	5.4%
C	2	5.4%
N	2	5.4%
F	2	5.4%
S	1	2.7%
R	1	2.7%
V	1	2.7%
W	1	2.7%
Other values (9)	9	24.3%

Common

Value	Count	Frequency (%)
	3619	44.3%
1	983	12.0%
-	677	8.3%
2	443	5.4%
4	360	4.4%
0	344	4.2%
5	321	3.9%
9	320	3.9%
7	316	3.9%
6	308	3.8%
Other values (8)	478	5.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11375	58.1%
ASCII	8206	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3619	44.1%
1	983	12.0%
-	677	8.3%
2	443	5.4%
4	360	4.4%
0	344	4.2%
5	321	3.9%
9	320	3.9%
7	316	3.9%
6	308	3.8%
Other values (27)	515	6.3%

Hangul

Value	Count	Frequency (%)
구	827	7.3%
동	778	6.8%
서	773	6.8%
남	763	6.7%
강	762	6.7%
시	757	6.7%
울	756	6.6%
별	754	6.6%
특	754	6.6%
층	376	3.3%
Other values (258)	4075	35.8%

도로명주소
Text

MISSING

Distinct	406
Distinct (%)	96.7%
Missing	335
Missing (%)	44.4%
Memory size	6.0 KiB

Length

Max length	53
Median length	46
Mean length	35.32381
Min length	23

Characters and Unicode

Total characters	14836
Distinct characters	278
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	394 ?
Unique (%)	93.8%

Sample

1st row	서울특별시 강남구 선릉로130길 56 (삼성동)
2nd row	서울특별시 강남구 압구정로 201 (압구정동)
3rd row	서울특별시 강남구 테헤란로 517 (삼성동)
4th row	서울특별시 강남구 선릉로 30 (개포동,개포B/D 지하)
5th row	서울특별시 강남구 논현로149길 69 (논현동,신흥빌딩2층)

Value	Count	Frequency (%)
서울특별시	420	15.4%
강남구	419	15.4%
지하1층	90	3.3%
지상1층	58	2.1%
삼성동	50	1.8%
역삼동	46	1.7%
신사동	42	1.5%
논현동	41	1.5%
대치동	35	1.3%
지상2층	34	1.2%
Other values (752)	1485	54.6%

Most occurring characters

Value	Count	Frequency (%)
	2300	15.5%
1	719	4.8%
,	517	3.5%
동	488	3.3%
구	484	3.3%
남	460	3.1%
강	452	3.0%
서	432	2.9%
로	430	2.9%
(	426	2.9%
Other values (268)	8128	54.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8640	58.2%
Decimal Number	2424	16.3%
Space Separator	2300	15.5%
Other Punctuation	520	3.5%
Open Punctuation	426	2.9%
Close Punctuation	426	2.9%
Dash Punctuation	48	0.3%
Uppercase Letter	48	0.3%
Math Symbol	2	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	488	5.6%
구	484	5.6%
남	460	5.3%
강	452	5.2%
서	432	5.0%
로	430	5.0%
시	422	4.9%
울	421	4.9%
특	420	4.9%
별	420	4.9%
Other values (230)	4211	48.7%

Uppercase Letter

Value	Count	Frequency (%)
B	20	41.7%
G	4	8.3%
O	3	6.2%
I	3	6.2%
S	3	6.2%
N	2	4.2%
F	2	4.2%
V	1	2.1%
P	1	2.1%
C	1	2.1%
Other values (8)	8	16.7%

Decimal Number

Value	Count	Frequency (%)
1	719	29.7%
2	347	14.3%
3	246	10.1%
0	227	9.4%
4	206	8.5%
5	201	8.3%
6	150	6.2%
7	128	5.3%
8	123	5.1%
9	77	3.2%

Other Punctuation

Value	Count	Frequency (%)
,	517	99.4%
.	2	0.4%
/	1	0.2%

Lowercase Letter

Value	Count	Frequency (%)
i	1	50.0%
s	1	50.0%

Space Separator

Value	Count	Frequency (%)
	2300	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	426	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	426	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8640	58.2%
Common	6146	41.4%
Latin	50	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	488	5.6%
구	484	5.6%
남	460	5.3%
강	452	5.2%
서	432	5.0%
로	430	5.0%
시	422	4.9%
울	421	4.9%
특	420	4.9%
별	420	4.9%
Other values (230)	4211	48.7%

Latin

Value	Count	Frequency (%)
B	20	40.0%
G	4	8.0%
O	3	6.0%
I	3	6.0%
S	3	6.0%
N	2	4.0%
F	2	4.0%
i	1	2.0%
s	1	2.0%
V	1	2.0%
Other values (10)	10	20.0%

Common

Value	Count	Frequency (%)
	2300	37.4%
1	719	11.7%
,	517	8.4%
(	426	6.9%
)	426	6.9%
2	347	5.6%
3	246	4.0%
0	227	3.7%
4	206	3.4%
5	201	3.3%
Other values (8)	531	8.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8640	58.2%
ASCII	6196	41.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2300	37.1%
1	719	11.6%
,	517	8.3%
(	426	6.9%
)	426	6.9%
2	347	5.6%
3	246	4.0%
0	227	3.7%
4	206	3.3%
5	201	3.2%
Other values (28)	581	9.4%

Hangul

Value	Count	Frequency (%)
동	488	5.6%
구	484	5.6%
남	460	5.3%
강	452	5.2%
서	432	5.0%
로	430	5.0%
시	422	4.9%
울	421	4.9%
특	420	4.9%
별	420	4.9%
Other values (230)	4211	48.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	199
Distinct (%)	47.7%
Missing	338
Missing (%)	44.8%
Infinite	0
Infinite (%)	0.0%
Mean	6151.1295

Minimum	3723
Maximum	6378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	3723
5-th percentile	6009.6
Q1	6056
median	6156
Q3	6241
95-th percentile	6336
Maximum	6378
Range	2655
Interquartile range (IQR)	185

Descriptive statistics

Standard deviation	161.98449
Coefficient of variation (CV)	0.026334104
Kurtosis	120.51759
Mean	6151.1295
Median Absolute Deviation (MAD)	96
Skewness	-7.9996317
Sum	2565021
Variance	26238.974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6164	22	2.9%
6001	10	1.3%
6312	9	1.2%
6018	7	0.9%
6367	7	0.9%
6028	7	0.9%
6008	6	0.8%
6329	5	0.7%
6039	5	0.7%
6206	5	0.7%
Other values (189)	334	44.2%
(Missing)	338	44.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3723	1	0.1%
6001	10	1.3%
6002	1	0.1%
6004	3	0.4%
6008	6	0.8%
6010	1	0.1%
6011	3	0.4%
6012	1	0.1%
6014	5	0.7%
6015	2	0.3%

Value	Count	Frequency (%)
6378	1	0.1%
6377	1	0.1%
6370	1	0.1%
6367	7	0.9%
6365	1	0.1%
6362	1	0.1%
6360	1	0.1%
6342	1	0.1%
6341	1	0.1%
6339	2	0.3%

사업장명
Text

Distinct	698
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Length

Max length	25
Median length	22
Mean length	7.2768212
Min length	2

Characters and Unicode

Total characters	5494
Distinct characters	527
Distinct categories	8 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	654 ?
Unique (%)	86.6%

Sample

1st row	나산백화점강남지점
2nd row	한국메디아
3rd row	동림사
4th row	오시리 주식회사
5th row	그랜드백화점

Value	Count	Frequency (%)
주식회사	26	3.0%
주)교동씨엠	6	0.7%
주	5	0.6%
위고에빅토르	4	0.5%
카페	4	0.5%
주)제이에프앤비	4	0.5%
gs수퍼	3	0.3%
주)지에스리테일	3	0.3%
오양수산(주	3	0.3%
주)동진인터내셔날	3	0.3%
Other values (769)	819	93.1%

Most occurring characters

Value	Count	Frequency (%)
주	344	6.3%
(	331	6.0%
)	329	6.0%
이	149	2.7%
스	127	2.3%
	125	2.3%
리	118	2.1%
식	93	1.7%
아	89	1.6%
트	77	1.4%
Other values (517)	3712	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4509	82.1%
Open Punctuation	331	6.0%
Close Punctuation	329	6.0%
Space Separator	125	2.3%
Uppercase Letter	95	1.7%
Lowercase Letter	80	1.5%
Decimal Number	19	0.3%
Other Punctuation	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	344	7.6%
이	149	3.3%
스	127	2.8%
리	118	2.6%
식	93	2.1%
아	89	2.0%
트	77	1.7%
사	69	1.5%
에	62	1.4%
코	62	1.4%
Other values (461)	3319	73.6%

Uppercase Letter

Value	Count	Frequency (%)
E	9	9.5%
R	9	9.5%
S	9	9.5%
T	8	8.4%
A	7	7.4%
N	6	6.3%
C	6	6.3%
O	6	6.3%
G	5	5.3%
I	4	4.2%
Other values (12)	26	27.4%

Lowercase Letter

Value	Count	Frequency (%)
e	13	16.2%
o	11	13.8%
n	7	8.8%
s	5	6.2%
l	5	6.2%
a	5	6.2%
t	4	5.0%
r	4	5.0%
i	4	5.0%
y	3	3.8%
Other values (11)	19	23.8%

Decimal Number

Value	Count	Frequency (%)
1	8	42.1%
2	3	15.8%
3	3	15.8%
8	2	10.5%
0	1	5.3%
6	1	5.3%
5	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
?	3	50.0%
&	2	33.3%
:	1	16.7%

Open Punctuation

Value	Count	Frequency (%)
(	331	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	329	100.0%

Space Separator

Value	Count	Frequency (%)
	125	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4507	82.0%
Common	810	14.7%
Latin	175	3.2%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	344	7.6%
이	149	3.3%
스	127	2.8%
리	118	2.6%
식	93	2.1%
아	89	2.0%
트	77	1.7%
사	69	1.5%
에	62	1.4%
코	62	1.4%
Other values (459)	3317	73.6%

Latin

Value	Count	Frequency (%)
e	13	7.4%
o	11	6.3%
E	9	5.1%
R	9	5.1%
S	9	5.1%
T	8	4.6%
A	7	4.0%
n	7	4.0%
N	6	3.4%
C	6	3.4%
Other values (33)	90	51.4%

Common

Value	Count	Frequency (%)
(	331	40.9%
)	329	40.6%
	125	15.4%
1	8	1.0%
2	3	0.4%
3	3	0.4%
?	3	0.4%
&	2	0.2%
8	2	0.2%
:	1	0.1%
Other values (3)	3	0.4%

Han

Value	Count	Frequency (%)
鎔	1	50.0%
時	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4507	82.0%
ASCII	985	17.9%
CJK	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	344	7.6%
이	149	3.3%
스	127	2.8%
리	118	2.6%
식	93	2.1%
아	89	2.0%
트	77	1.7%
사	69	1.5%
에	62	1.4%
코	62	1.4%
Other values (459)	3317	73.6%

ASCII

Value	Count	Frequency (%)
(	331	33.6%
)	329	33.4%
	125	12.7%
e	13	1.3%
o	11	1.1%
E	9	0.9%
R	9	0.9%
S	9	0.9%
1	8	0.8%
T	8	0.8%
Other values (46)	133	13.5%

CJK

Value	Count	Frequency (%)
鎔	1	50.0%
時	1	50.0%

최종수정일자
Date

Distinct	640
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Minimum	2001-09-19 00:00:00
Maximum	2024-03-04 13:11:06

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

I	573
U	182

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	573	75.9%
U	182	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	573	75.9%
u	182	24.1%

데이터갱신일자
Date

Distinct	177
Distinct (%)	23.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-03 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

식품소분업	755

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	755	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	755	100.0%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	517
Distinct (%)	69.5%
Missing	11
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	204027.48

Minimum	194125.84
Maximum	209592.46
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	194125.84
5-th percentile	201993.62
Q1	202957.67
median	203962.05
Q3	204828.48
95-th percentile	206943.9
Maximum	209592.46
Range	15466.625
Interquartile range (IQR)	1870.8097

Descriptive statistics

Standard deviation	1513.0842
Coefficient of variation (CV)	0.0074160805
Kurtosis	3.4985326
Mean	204027.48
Median Absolute Deviation (MAD)	952.9501
Skewness	0.47972043
Sum	1.5179645 × 10⁸
Variance	2289423.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202358.505687227	34	4.5%
205210.358779172	31	4.1%
203470.848439305	27	3.6%
204669.543366778	24	3.2%
205130.591678902	12	1.6%
204749.304517964	9	1.2%
204213.643236507	9	1.2%
209052.072465426	7	0.9%
205707.089399978	6	0.8%
204452.460703969	6	0.8%
Other values (507)	579	76.7%
(Missing)	11	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
194125.835067413	1	0.1%
201609.62721933	1	0.1%
201641.741382771	1	0.1%
201646.385389914	1	0.1%
201667.786866215	1	0.1%
201677.925882649	1	0.1%
201703.283181154	1	0.1%
201715.375406496	1	0.1%
201716.723205531	1	0.1%
201718.789410144	1	0.1%

Value	Count	Frequency (%)
209592.460472051	1	0.1%
209398.934372826	1	0.1%
209394.0	1	0.1%
209167.226468272	1	0.1%
209144.783150288	1	0.1%
209056.521296887	1	0.1%
209052.072465426	7	0.9%
208276.0	1	0.1%
207748.487100942	2	0.3%
207679.579278773	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	517
Distinct (%)	69.5%
Missing	11
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	444882.64

Minimum	440183.87
Maximum	452046.24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	440183.87
5-th percentile	441732.69
Q1	443740.44
median	445118.94
Q3	446326.49
95-th percentile	447321.13
Maximum	452046.24
Range	11862.368
Interquartile range (IQR)	2586.0445

Descriptive statistics

Standard deviation	1743.7206
Coefficient of variation (CV)	0.0039195069
Kurtosis	-0.48887507
Mean	444882.64
Median Absolute Deviation (MAD)	1310.5236
Skewness	-0.22737536
Sum	3.3099269 × 10⁸
Variance	3040561.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
447232.955697694	34	4.5%
445154.42225208	31	4.1%
447369.579851952	27	3.6%
443873.621189048	24	3.2%
445590.096837802	12	1.6%
443058.194678364	9	1.2%
444113.028210915	9	1.2%
442797.138150563	7	0.9%
443914.194133105	6	0.8%
443870.082533557	6	0.8%
Other values (507)	579	76.7%
(Missing)	11	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
440183.87349816	1	0.1%
440481.379196637	1	0.1%
440732.028087332	1	0.1%
441096.843331453	1	0.1%
441109.775	2	0.3%
441119.156988213	1	0.1%
441205.716346342	1	0.1%
441217.281583585	1	0.1%
441251.451660388	1	0.1%
441255.936666912	1	0.1%

Value	Count	Frequency (%)
452046.241712223	1	0.1%
447864.763737276	1	0.1%
447748.161018109	1	0.1%
447521.520319158	3	0.4%
447391.130408384	1	0.1%
447386.554980471	1	0.1%
447369.579851952	27	3.6%
447366.539357322	2	0.3%
447323.737268385	1	0.1%
447306.347407051	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

식품소분업	688
<NA>	67

Length

Max length	5
Median length	5
Mean length	4.9112583
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	688	91.1%
<NA>	67	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	688	91.1%
na	67	8.9%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	675
0	77
2	2
1	1

Length

Max length	4
Median length	4
Mean length	3.6821192
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	675	89.4%
0	77	10.2%
2	2	0.3%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	675	89.4%
0	77	10.2%
2	2	0.3%
1	1	0.1%

여성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	675
0	77
3	2
1	1

Length

Max length	4
Median length	4
Mean length	3.6821192
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	675	89.4%
0	77	10.2%
3	2	0.3%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	675	89.4%
0	77	10.2%
3	2	0.3%
1	1	0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	682
기타	61
주택가주변	12

Length

Max length	5
Median length	4
Mean length	3.8543046
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	682	90.3%
기타	61	8.1%
주택가주변	12	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	682	90.3%
기타	61	8.1%
주택가주변	12	1.6%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	682
기타	45
자율	27
을	1

Length

Max length	4
Median length	4
Mean length	3.805298
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	682	90.3%
기타	45	6.0%
자율	27	3.6%
을	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	682	90.3%
기타	45	6.0%
자율	27	3.6%
을	1	0.1%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	618
상수도전용	137

Length

Max length	5
Median length	4
Mean length	4.181457
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	618	81.9%
상수도전용	137	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	618	81.9%
상수도전용	137	18.1%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	731
0	24

Length

Max length	4
Median length	4
Mean length	3.9046358
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>	731	96.8%
0	24	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	731	96.8%
0	24	3.2%

본사종업원수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	485
0	270

Length

Max length	4
Median length	4
Mean length	2.9271523
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	485	64.2%
0	270	35.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	485	64.2%
0	270	35.8%

공장사무직종업원수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	484
0	270
1	1

Length

Max length	4
Median length	4
Mean length	2.9231788
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	484	64.1%
0	270	35.8%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	484	64.1%
0	270	35.8%
1	1	0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	485
0	264
2	2
3	2
4	1

Length

Max length	4
Median length	4
Mean length	2.9271523
Min length	1

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	485	64.2%
0	264	35.0%
2	2	0.3%
3	2	0.3%
4	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	485	64.2%
0	264	35.0%
2	2	0.3%
3	2	0.3%
4	1	0.1%
5	1	0.1%

공장생산직종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	2.6%
Missing	484
Missing (%)	64.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.14760148

Minimum	0
Maximum	9
Zeros	262
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.87368089
Coefficient of variation (CV)	5.919188
Kurtosis	53.340115
Mean	0.14760148
Median Absolute Deviation (MAD)	0
Skewness	6.8922185
Sum	40
Variance	0.7633183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	262	34.7%
4	3	0.4%
3	2	0.3%
6	1	0.1%
5	1	0.1%
9	1	0.1%
2	1	0.1%
(Missing)	484	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	262	34.7%
2	1	0.1%
3	2	0.3%
4	3	0.4%
5	1	0.1%
6	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
9	1	0.1%
6	1	0.1%
5	1	0.1%
4	3	0.4%
3	2	0.3%
2	1	0.1%
0	262	34.7%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

자가	380
<NA>	202
임대	173

Length

Max length	4
Median length	2
Mean length	2.5350993
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 (%)
자가	380	50.3%
<NA>	202	26.8%
임대	173	22.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
자가	380	50.3%
na	202	26.8%
임대	173	22.9%

보증액
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	515
0	240

Length

Max length	4
Median length	4
Mean length	3.0463576
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>	515	68.2%
0	240	31.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	515	68.2%
0	240	31.8%

월세액
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 KiB

<NA>	515
0	240

Length

Max length	4
Median length	4
Mean length	3.0463576
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>	515	68.2%
0	240	31.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	515	68.2%
0	240	31.8%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	67
Missing (%)	8.9%
Memory size	1.6 KiB

False	688
(Missing)	67

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	688	91.1%
(Missing)	67	8.9%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	157
Distinct (%)	22.8%
Missing	67
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	22.391395

Minimum	0
Maximum	3372.7
Zeros	433
Zeros (%)	57.4%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9.905
95-th percentile	101.95
Maximum	3372.7
Range	3372.7
Interquartile range (IQR)	9.905

Descriptive statistics

Standard deviation	143.43848
Coefficient of variation (CV)	6.4059645
Kurtosis	443.31681
Mean	22.391395
Median Absolute Deviation (MAD)	0
Skewness	19.725249
Sum	15405.28
Variance	20574.598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	433	57.4%
3.3	17	2.3%
10.0	13	1.7%
9.9	12	1.6%
33.0	11	1.5%
6.6	9	1.2%
16.5	7	0.9%
5.0	5	0.7%
12.0	5	0.7%
20.0	4	0.5%
Other values (147)	172	22.8%
(Missing)	67	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	433	57.4%
1.3	1	0.1%
1.5	1	0.1%
2.0	3	0.4%
3.0	4	0.5%
3.03	1	0.1%
3.2	1	0.1%
3.3	17	2.3%
3.9	1	0.1%
4.0	1	0.1%

Value	Count	Frequency (%)
3372.7	1	0.1%
1296.2	1	0.1%
322.71	1	0.1%
311.17	1	0.1%
295.28	1	0.1%
292.68	1	0.1%
282.0	1	0.1%
257.4	1	0.1%
228.23	1	0.1%
226.48	1	0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	755
Missing (%)	100.0%
Memory size	6.8 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	3220000	3220000-109-1988-00001	19880328	<NA>	3	폐업	2	폐업	19970422	<NA>	<NA>	<NA>	02 5400848	<NA>	135820	서울특별시 강남구 논현동 119	<NA>	<NA>	나산백화점강남지점	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	203522.611749	446136.224972	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
1	3220000	3220000-109-1988-00002	19881128	<NA>	3	폐업	2	폐업	19910603	<NA>	<NA>	<NA>	02 5430794	<NA>	135821	서울특별시 강남구 논현동 113-26	<NA>	<NA>	한국메디아	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	203311.208046	446109.224734	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	6	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
2	3220000	3220000-109-1988-00003	19881201	<NA>	3	폐업	2	폐업	19990724	<NA>	<NA>	<NA>	02 5772507	<NA>	135945	서울특별시 강남구 일원동 645-4	<NA>	<NA>	동림사	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	207554.946704	443157.693943	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
3	3220000	3220000-109-1989-01091	19890313	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5444904	.00	135863	서울특별시 강남구 삼성동 5-1	서울특별시 강남구 선릉로130길 56 (삼성동)	6089	오시리 주식회사	2015-08-11 12:09:47	I	2018-08-31 23:59:59.0	식품소분업	204022.338876	446109.98858	식품소분업	1	3	주택가주변	을	<NA>	<NA>	0	0	4	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
4	3220000	3220000-109-1989-01175	19890630	<NA>	3	폐업	2	폐업	19991001	<NA>	<NA>	<NA>	0205530101	.00	135998	서울특별시 강남구 대치동 937	<NA>	<NA>	그랜드백화점	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	204669.543367	443873.621189	식품소분업	2	3	주택가주변	자율	상수도전용	<NA>	0	0	5	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
5	3220000	3220000-109-1989-01176	19890118	<NA>	3	폐업	2	폐업	19950330	<NA>	<NA>	<NA>	02 5440070	<NA>	135894	서울특별시 강남구 신사동 616-2	<NA>	<NA>	(주)썬락	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	202772.968268	447366.539357	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	4	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
6	3220000	3220000-109-1991-00678	19911106	<NA>	3	폐업	2	폐업	20030408	<NA>	<NA>	<NA>	0205163361	100.05	135517	서울특별시 강남구 청담동 98-6	<NA>	<NA>	(주)세진세프라이	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	204030.198549	446914.823814	식품소분업	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
7	3220000	3220000-109-1991-00679	19910318	<NA>	3	폐업	2	폐업	19950612	<NA>	<NA>	<NA>	02 5779813	<NA>	135961	서울특별시 강남구 개포동 1168-5	<NA>	<NA>	수정상사	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	204524.175073	441205.716346	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	5	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
8	3220000	3220000-109-1991-00680	19910318	<NA>	3	폐업	2	폐업	19991008	<NA>	<NA>	<NA>	02 5784477	<NA>	135945	서울특별시 강남구 일원동 659-5	<NA>	<NA>	대봉건해산물	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	207532.744907	443177.898636	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	4	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>
9	3220000	3220000-109-1991-00681	19910626	<NA>	3	폐업	2	폐업	19950612	<NA>	<NA>	<NA>	<NA>	<NA>	135943	서울특별시 강남구 일원동 639-7	<NA>	<NA>	송해상사	2001-09-19 00:00:00	I	2018-08-31 23:59:59.0	식품소분업	207509.155189	443693.062062	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	4	<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
745	3220000	3220000-109-2023-00004	2023-06-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	10.00	135-888	서울특별시 강남구 신사동 520-1	서울특별시 강남구 강남대로162길 40, 지상1층 202호 (신사동)	6028	파치노 에스프레소 바	2023-06-30 09:39:13	I	2022-12-07 00:02:00.0	식품소분업	201839.302582	446497.371404	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
746	3220000	3220000-109-2023-00005	2023-07-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 575 6525	33.00	135-949	서울특별시 강남구 청담동 13-26 CROWN GOOSE	서울특별시 강남구 도산대로78길 40, CROWN GOOSE 3층 (청담동)	6063	(주)지에이치씨지	2023-07-12 16:35:49	I	2022-12-06 23:04:00.0	식품소분업	204017.902668	446602.997192	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
747	3220000	3220000-109-2023-00006	2023-08-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 577 3457	39.05	135-240	서울특별시 강남구 개포동 1282 개포 래미안 포레스트	서울특별시 강남구 개포로 264, 상가1동 지하1층 102호 (개포동, 개포 래미안 포레스트)	6310	조선식품관	2023-08-09 15:42:03	I	2022-12-07 23:01:00.0	식품소분업	204696.031322	441829.029826	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
748	3220000	3220000-109-2023-00007	2023-08-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 595 9147	16.50	135-896	서울특별시 강남구 신사동 643-28	서울특별시 강남구 언주로170길 23, 지상2층 (신사동)	6017	(주)델픽 도산	2023-08-18 16:43:50	I	2022-12-07 22:00:00.0	식품소분업	203075.818795	447180.289007	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
749	3220000	3220000-109-2023-00008	2023-09-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	7.25	135-509	서울특별시 강남구 삼성동 119-17	서울특별시 강남구 봉은사로78길 15, 지상1층 101호 (삼성동)	6154	키헤이커피	2023-09-18 09:54:24	I	2022-12-08 22:00:00.0	식품소분업	204632.409046	445512.891433	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
750	3220000	3220000-109-2023-00009	2023-10-11	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.00	135-994	서울특별시 강남구 개포동 186-7	서울특별시 강남구 개포로82길 13-17, 지상4층 402-1호 (개포동)	6329	틴지오브소울	2023-10-11 16:01:25	I	2022-10-30 23:03:00.0	식품소분업	205996.639125	442966.118103	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
751	3220000	3220000-109-2023-00010	2023-11-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.00	135-864	서울특별시 강남구 삼성동 24-1	서울특별시 강남구 삼성로119길 21, 지상3층 (삼성동)	6094	(주)메디프코리아	2023-11-24 17:14:57	U	2022-10-31 22:06:00.0	식품소분업	204332.699904	445937.673469	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
752	3220000	3220000-109-2023-00011	2023-12-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.30	135-513	서울특별시 강남구 역삼동 704-47	서울특별시 강남구 테헤란로51길 23, 지상1층 103호 (역삼동)	6148	알렉산더커피(Alexander Coffee)	2023-12-28 14:57:04	I	2022-11-01 21:00:00.0	식품소분업	203976.105146	444774.942611	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
753	3220000	3220000-109-2024-00001	2024-01-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 82826723	13.00	135-954	서울특별시 강남구 청담동 88-37 아시아청담부띠끄	서울특별시 강남구 선릉로152길 17, 지상1층 101호 (청담동)	6014	기욤	2024-01-12 17:18:02	I	2023-11-30 23:04:00.0	식품소분업	203559.800138	446912.293423	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
754	3220000	3220000-109-2024-00002	2024-01-29	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 445 0919	16.10	135-945	서울특별시 강남구 일원동 644-2 조이빌딩	서울특별시 강남구 양재대로55길 13, 조이빌딩 지상5층 (일원동)	6342	래그랜느보호작업장	2024-01-29 14:23:06	I	2023-11-30 21:01:00.0	식품소분업	207669.386561	443281.337114	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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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

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks