gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	525
Missing cells	4673
Missing cells (%)	20.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	192.4 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	서초구
URL	https://data.seoul.go.kr/dataList/OA-18023/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (50.3%)	Imbalance
`총인원` is highly imbalanced (70.0%)	Imbalance
`공장사무직종업원수` is highly imbalanced (70.0%)	Imbalance
`공장판매직종업원수` is highly imbalanced (70.0%)	Imbalance
`공장생산직종업원수` is highly imbalanced (70.0%)	Imbalance
`건물소유구분명` is highly imbalanced (63.1%)	Imbalance
`다중이용업소여부` is highly imbalanced (84.2%)	Imbalance
`인허가취소일자` has 525 (100.0%) missing values	Missing
`폐업일자` has 309 (58.9%) missing values	Missing
`휴업시작일자` has 525 (100.0%) missing values	Missing
`휴업종료일자` has 525 (100.0%) missing values	Missing
`재개업일자` has 525 (100.0%) missing values	Missing
`전화번호` has 87 (16.6%) missing values	Missing
`소재지면적` has 21 (4.0%) missing values	Missing
`도로명주소` has 89 (17.0%) missing values	Missing
`도로명우편번호` has 92 (17.5%) missing values	Missing
`좌표정보(X)` has 11 (2.1%) missing values	Missing
`좌표정보(Y)` has 11 (2.1%) missing values	Missing
`본사종업원수` has 200 (38.1%) missing values	Missing
`다중이용업소여부` has 89 (17.0%) missing values	Missing
`시설총규모` has 89 (17.0%) missing values	Missing
`전통업소지정번호` has 525 (100.0%) missing values	Missing
`전통업소주된음식` has 525 (100.0%) missing values	Missing
`홈페이지` has 525 (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
`본사종업원수` has 167 (31.8%) zeros	Zeros
`시설총규모` has 204 (38.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 18:24:01.604106
Analysis finished	2024-04-17 18:24:02.327587
Duration	0.72 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

3210000	525

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3210000
2nd row	3210000
3rd row	3210000
4th row	3210000
5th row	3210000

Common Values

Value	Count	Frequency (%)
3210000	525	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3210000	525	100.0%

관리번호
Text

UNIQUE

Distinct	525
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

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

Characters and Unicode

Total characters	11550
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	525 ?
Unique (%)	100.0%

Sample

1st row	3210000-105-1974-00001
2nd row	3210000-105-1978-00114
3rd row	3210000-105-1979-00003
4th row	3210000-105-1980-00064
5th row	3210000-105-1980-00092

Value	Count	Frequency (%)
3210000-105-1974-00001	1	0.2%
3210000-105-2012-00006	1	0.2%
3210000-105-2013-00022	1	0.2%
3210000-105-2013-00021	1	0.2%
3210000-105-2013-00020	1	0.2%
3210000-105-2013-00019	1	0.2%
3210000-105-2013-00018	1	0.2%
3210000-105-2013-00017	1	0.2%
3210000-105-2013-00016	1	0.2%
3210000-105-2013-00015	1	0.2%
Other values (515)	515	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	5080	44.0%
1	1679	14.5%
-	1575	13.6%
2	1149	9.9%
3	654	5.7%
5	637	5.5%
9	290	2.5%
4	143	1.2%
8	136	1.2%
6	105	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9975	86.4%
Dash Punctuation	1575	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5080	50.9%
1	1679	16.8%
2	1149	11.5%
3	654	6.6%
5	637	6.4%
9	290	2.9%
4	143	1.4%
8	136	1.4%
6	105	1.1%
7	102	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1575	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11550	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5080	44.0%
1	1679	14.5%
-	1575	13.6%
2	1149	9.9%
3	654	5.7%
5	637	5.5%
9	290	2.5%
4	143	1.2%
8	136	1.2%
6	105	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5080	44.0%
1	1679	14.5%
-	1575	13.6%
2	1149	9.9%
3	654	5.7%
5	637	5.5%
9	290	2.5%
4	143	1.2%
8	136	1.2%
6	105	0.9%

인허가일자
Date

Distinct	488
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	1974-10-01 00:00:00
Maximum	2024-04-15 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

1	309
3	216

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	309	58.9%
3	216	41.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	309	58.9%
3	216	41.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

영업/정상	309
폐업	216

Length

Max length	5
Median length	5
Mean length	3.7657143
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	309	58.9%
폐업	216	41.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	309	58.9%
폐업	216	41.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

1	309
2	216

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	309	58.9%
2	216	41.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	309	58.9%
2	216	41.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

영업	309
폐업	216

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	309	58.9%
폐업	216	41.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	309	58.9%
폐업	216	41.1%

폐업일자
Date

MISSING

Distinct	197
Distinct (%)	91.2%
Missing	309
Missing (%)	58.9%
Memory size	4.2 KiB

Minimum	1993-05-07 00:00:00
Maximum	2024-03-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

전화번호
Text

MISSING

Distinct	417
Distinct (%)	95.2%
Missing	87
Missing (%)	16.6%
Memory size	4.2 KiB

Length

Max length	12
Median length	10
Mean length	10.394977
Min length	2

Characters and Unicode

Total characters	4553
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	404 ?
Unique (%)	92.2%

Sample

1st row	02 5832620
2nd row	02 5708144
3rd row	02 5232253
4th row	0234600281
5th row	02 5901114

Value	Count	Frequency (%)
02	311	38.0%
070	5	0.6%
5220290	4	0.5%
536	4	0.5%
577	4	0.5%
571	3	0.4%
523	3	0.4%
532	3	0.4%
5336673	3	0.4%
570	3	0.4%
Other values (459)	476	58.1%

Most occurring characters

Value	Count	Frequency (%)
0	805	17.7%
2	742	16.3%
5	516	11.3%
	515	11.3%
3	345	7.6%
1	330	7.2%
7	289	6.3%
4	287	6.3%
9	248	5.4%
8	245	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4038	88.7%
Space Separator	515	11.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	805	19.9%
2	742	18.4%
5	516	12.8%
3	345	8.5%
1	330	8.2%
7	289	7.2%
4	287	7.1%
9	248	6.1%
8	245	6.1%
6	231	5.7%

Space Separator

Value	Count	Frequency (%)
	515	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4553	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	805	17.7%
2	742	16.3%
5	516	11.3%
	515	11.3%
3	345	7.6%
1	330	7.2%
7	289	6.3%
4	287	6.3%
9	248	5.4%
8	245	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4553	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	805	17.7%
2	742	16.3%
5	516	11.3%
	515	11.3%
3	345	7.6%
1	330	7.2%
7	289	6.3%
4	287	6.3%
9	248	5.4%
8	245	5.4%

소재지면적
Text

MISSING

Distinct	336
Distinct (%)	66.7%
Missing	21
Missing (%)	4.0%
Memory size	4.2 KiB

Length

Max length	12
Median length	9
Mean length	5.1428571
Min length	3

Characters and Unicode

Total characters	2592
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	289 ?
Unique (%)	57.3%

Sample

1st row	.00
2nd row	387.00
3rd row	811.00
4th row	343.80
5th row	608.80

Value	Count	Frequency (%)
00	103	20.4%
0.00	8	1.6%
132.00	6	1.2%
33.00	4	0.8%
13.50	3	0.6%
165.00	3	0.6%
110.40	3	0.6%
330.00	3	0.6%
12.00	3	0.6%
16.50	3	0.6%
Other values (326)	365	72.4%

Most occurring characters

Value	Count	Frequency (%)
0	685	26.4%
.	504	19.4%
1	222	8.6%
3	197	7.6%
2	191	7.4%
4	155	6.0%
6	149	5.7%
5	145	5.6%
8	113	4.4%
7	109	4.2%
Other values (2)	122	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2071	79.9%
Other Punctuation	521	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	685	33.1%
1	222	10.7%
3	197	9.5%
2	191	9.2%
4	155	7.5%
6	149	7.2%
5	145	7.0%
8	113	5.5%
7	109	5.3%
9	105	5.1%

Other Punctuation

Value	Count	Frequency (%)
.	504	96.7%
,	17	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2592	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	685	26.4%
.	504	19.4%
1	222	8.6%
3	197	7.6%
2	191	7.4%
4	155	6.0%
6	149	5.7%
5	145	5.6%
8	113	4.4%
7	109	4.2%
Other values (2)	122	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2592	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	685	26.4%
.	504	19.4%
1	222	8.6%
3	197	7.6%
2	191	7.4%
4	155	6.0%
6	149	5.7%
5	145	5.6%
8	113	4.4%
7	109	4.2%
Other values (2)	122	4.7%

소재지우편번호
Text

Distinct	151
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	7
Median length	6
Mean length	6.12
Min length	6

Characters and Unicode

Total characters	3213
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	50 ?
Unique (%)	9.5%

Sample

1st row	137868
2nd row	137180
3rd row	137070
4th row	137900
5th row	137807

Value	Count	Frequency (%)
137070	14	2.7%
137180	14	2.7%
137851	12	2.3%
137900	11	2.1%
137802	11	2.1%
137800	11	2.1%
137907	10	1.9%
137170	10	1.9%
137040	10	1.9%
137857	9	1.7%
Other values (141)	413	78.7%

Most occurring characters

Value	Count	Frequency (%)
1	662	20.6%
7	661	20.6%
3	615	19.1%
8	461	14.3%
0	288	9.0%
9	147	4.6%
6	92	2.9%
4	81	2.5%
5	77	2.4%
2	66	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3150	98.0%
Dash Punctuation	63	2.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	662	21.0%
7	661	21.0%
3	615	19.5%
8	461	14.6%
0	288	9.1%
9	147	4.7%
6	92	2.9%
4	81	2.6%
5	77	2.4%
2	66	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3213	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	662	20.6%
7	661	20.6%
3	615	19.1%
8	461	14.3%
0	288	9.0%
9	147	4.6%
6	92	2.9%
4	81	2.5%
5	77	2.4%
2	66	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3213	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	662	20.6%
7	661	20.6%
3	615	19.1%
8	461	14.3%
0	288	9.0%
9	147	4.6%
6	92	2.9%
4	81	2.5%
5	77	2.4%
2	66	2.1%

지번주소
Text

Distinct	506
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	48
Median length	39
Mean length	26.459048
Min length	17

Characters and Unicode

Total characters	13891
Distinct characters	253
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	489 ?
Unique (%)	93.1%

Sample

1st row	서울특별시 서초구 서초동 1470-1번지 (주)우리은행 서초동합숙소
2nd row	서울특별시 서초구 내곡동 6-7번지 외 9필지
3rd row	서울특별시 서초구 서초동 391-0 서울시인재개발원 1층
4th row	서울특별시 서초구 우면동 92-6번지 1층
5th row	서울특별시 서초구 반포동 505-0번지

Value	Count	Frequency (%)
서울특별시	525	19.9%
서초구	525	19.9%
서초동	175	6.6%
방배동	103	3.9%
반포동	81	3.1%
1층	72	2.7%
지하1층	69	2.6%
양재동	62	2.3%
잠원동	39	1.5%
우면동	31	1.2%
Other values (690)	959	36.3%

Most occurring characters

Value	Count	Frequency (%)
	2540	18.3%
서	1270	9.1%
초	731	5.3%
1	716	5.2%
동	576	4.1%
울	538	3.9%
구	532	3.8%
시	531	3.8%
별	528	3.8%
특	525	3.8%
Other values (243)	5404	38.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8112	58.4%
Decimal Number	2659	19.1%
Space Separator	2540	18.3%
Dash Punctuation	421	3.0%
Open Punctuation	47	0.3%
Close Punctuation	47	0.3%
Uppercase Letter	32	0.2%
Other Punctuation	30	0.2%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1270	15.7%
초	731	9.0%
동	576	7.1%
울	538	6.6%
구	532	6.6%
시	531	6.5%
별	528	6.5%
특	525	6.5%
지	485	6.0%
번	345	4.3%
Other values (210)	2051	25.3%

Uppercase Letter

Value	Count	Frequency (%)
C	5	15.6%
B	5	15.6%
A	3	9.4%
H	3	9.4%
T	3	9.4%
K	3	9.4%
R	2	6.2%
N	2	6.2%
D	1	3.1%
P	1	3.1%
Other values (4)	4	12.5%

Decimal Number

Value	Count	Frequency (%)
1	716	26.9%
0	323	12.1%
2	312	11.7%
3	269	10.1%
4	224	8.4%
5	203	7.6%
6	196	7.4%
7	175	6.6%
8	148	5.6%
9	93	3.5%

Other Punctuation

Value	Count	Frequency (%)
,	28	93.3%
&	1	3.3%
.	1	3.3%

Space Separator

Value	Count	Frequency (%)
	2540	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	421	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	47	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	47	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8112	58.4%
Common	5746	41.4%
Latin	33	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1270	15.7%
초	731	9.0%
동	576	7.1%
울	538	6.6%
구	532	6.6%
시	531	6.5%
별	528	6.5%
특	525	6.5%
지	485	6.0%
번	345	4.3%
Other values (210)	2051	25.3%

Common

Value	Count	Frequency (%)
	2540	44.2%
1	716	12.5%
-	421	7.3%
0	323	5.6%
2	312	5.4%
3	269	4.7%
4	224	3.9%
5	203	3.5%
6	196	3.4%
7	175	3.0%
Other values (8)	367	6.4%

Latin

Value	Count	Frequency (%)
C	5	15.2%
B	5	15.2%
A	3	9.1%
H	3	9.1%
T	3	9.1%
K	3	9.1%
R	2	6.1%
N	2	6.1%
D	1	3.0%
a	1	3.0%
Other values (5)	5	15.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8112	58.4%
ASCII	5779	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2540	44.0%
1	716	12.4%
-	421	7.3%
0	323	5.6%
2	312	5.4%
3	269	4.7%
4	224	3.9%
5	203	3.5%
6	196	3.4%
7	175	3.0%
Other values (23)	400	6.9%

Hangul

Value	Count	Frequency (%)
서	1270	15.7%
초	731	9.0%
동	576	7.1%
울	538	6.6%
구	532	6.6%
시	531	6.5%
별	528	6.5%
특	525	6.5%
지	485	6.0%
번	345	4.3%
Other values (210)	2051	25.3%

도로명주소
Text

MISSING

Distinct	417
Distinct (%)	95.6%
Missing	89
Missing (%)	17.0%
Memory size	4.2 KiB

Length

Max length	53
Median length	46
Mean length	31.334862
Min length	21

Characters and Unicode

Total characters	13662
Distinct characters	271
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	401 ?
Unique (%)	92.0%

Sample

1st row	서울특별시 서초구 남부순환로315길 46 (주)우리은행 서초동합숙소 (서초동)
2nd row	서울특별시 서초구 헌릉로 260 (내곡동)
3rd row	서울특별시 서초구 남부순환로340길 58, 1층 (서초동, 서울시인재개발원 )
4th row	서울특별시 서초구 바우뫼로1길 35, 1층 (우면동)
5th row	서울특별시 서초구 사평대로 160 (반포동)

Value	Count	Frequency (%)
서울특별시	436	16.5%
서초구	436	16.5%
서초동	128	4.9%
방배동	74	2.8%
1층	66	2.5%
반포동	53	2.0%
지하1층	52	2.0%
양재동	42	1.6%
우면동	27	1.0%
잠원동	25	0.9%
Other values (624)	1299	49.2%

Most occurring characters

Value	Count	Frequency (%)
	2203	16.1%
서	1149	8.4%
초	682	5.0%
동	491	3.6%
1	468	3.4%
(	456	3.3%
)	456	3.3%
울	450	3.3%
구	443	3.2%
시	442	3.2%
Other values (261)	6422	47.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8235	60.3%
Space Separator	2203	16.1%
Decimal Number	1828	13.4%
Open Punctuation	456	3.3%
Close Punctuation	456	3.3%
Other Punctuation	392	2.9%
Dash Punctuation	55	0.4%
Uppercase Letter	34	0.2%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1149	14.0%
초	682	8.3%
동	491	6.0%
울	450	5.5%
구	443	5.4%
시	442	5.4%
별	438	5.3%
특	436	5.3%
로	415	5.0%
층	258	3.1%
Other values (226)	3031	36.8%

Uppercase Letter

Value	Count	Frequency (%)
C	4	11.8%
A	3	8.8%
R	3	8.8%
T	3	8.8%
B	3	8.8%
H	3	8.8%
L	2	5.9%
J	2	5.9%
D	2	5.9%
K	2	5.9%
Other values (6)	7	20.6%

Decimal Number

Value	Count	Frequency (%)
1	468	25.6%
2	285	15.6%
3	216	11.8%
5	157	8.6%
4	150	8.2%
7	133	7.3%
6	127	6.9%
0	119	6.5%
8	91	5.0%
9	82	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	389	99.2%
&	2	0.5%
.	1	0.3%

Space Separator

Value	Count	Frequency (%)
	2203	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	456	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	456	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	55	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8235	60.3%
Common	5392	39.5%
Latin	35	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1149	14.0%
초	682	8.3%
동	491	6.0%
울	450	5.5%
구	443	5.4%
시	442	5.4%
별	438	5.3%
특	436	5.3%
로	415	5.0%
층	258	3.1%
Other values (226)	3031	36.8%

Common

Value	Count	Frequency (%)
	2203	40.9%
1	468	8.7%
(	456	8.5%
)	456	8.5%
,	389	7.2%
2	285	5.3%
3	216	4.0%
5	157	2.9%
4	150	2.8%
7	133	2.5%
Other values (8)	479	8.9%

Latin

Value	Count	Frequency (%)
C	4	11.4%
A	3	8.6%
R	3	8.6%
T	3	8.6%
B	3	8.6%
H	3	8.6%
L	2	5.7%
J	2	5.7%
D	2	5.7%
K	2	5.7%
Other values (7)	8	22.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8235	60.3%
ASCII	5427	39.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2203	40.6%
1	468	8.6%
(	456	8.4%
)	456	8.4%
,	389	7.2%
2	285	5.3%
3	216	4.0%
5	157	2.9%
4	150	2.8%
7	133	2.5%
Other values (25)	514	9.5%

Hangul

Value	Count	Frequency (%)
서	1149	14.0%
초	682	8.3%
동	491	6.0%
울	450	5.5%
구	443	5.4%
시	442	5.4%
별	438	5.3%
특	436	5.3%
로	415	5.0%
층	258	3.1%
Other values (226)	3031	36.8%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	185
Distinct (%)	42.7%
Missing	92
Missing (%)	17.5%
Infinite	0
Infinite (%)	0.0%
Mean	6665.3256

Minimum	6502
Maximum	6802
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	6502
5-th percentile	6516.6
Q1	6593
median	6667
Q3	6756
95-th percentile	6793.4
Maximum	6802
Range	300
Interquartile range (IQR)	163

Descriptive statistics

Standard deviation	91.070194
Coefficient of variation (CV)	0.013663278
Kurtosis	-1.2681169
Mean	6665.3256
Median Absolute Deviation (MAD)	83
Skewness	-0.14931533
Sum	2886086
Variance	8293.7803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6593	14	2.7%
6762	8	1.5%
6725	7	1.3%
6765	7	1.3%
6780	6	1.1%
6504	6	1.1%
6761	6	1.1%
6792	6	1.1%
6654	5	1.0%
6800	5	1.0%
Other values (175)	363	69.1%
(Missing)	92	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6502	2	0.4%
6503	2	0.4%
6504	6	1.1%
6505	2	0.4%
6506	1	0.2%
6508	1	0.2%
6509	3	0.6%
6511	2	0.4%
6514	1	0.2%
6516	2	0.4%

Value	Count	Frequency (%)
6802	4	0.8%
6801	3	0.6%
6800	5	1.0%
6799	1	0.2%
6798	2	0.4%
6797	2	0.4%
6796	2	0.4%
6795	1	0.2%
6794	2	0.4%
6793	5	1.0%

사업장명
Text

Distinct	496
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Length

Max length	30
Median length	23
Mean length	9.4438095
Min length	3

Characters and Unicode

Total characters	4958
Distinct characters	408
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	470 ?
Unique (%)	89.5%

Sample

1st row	우리은행제1합숙소
2nd row	서울특별시 어린이병원
3rd row	서울특별시 인재개발원
4th row	한국교육개발원
5th row	카톨릭대학교강남성모병원

Value	Count	Frequency (%)
서초구립	43	5.9%
어린이집	35	4.8%
주식회사	14	1.9%
구내식당	7	1.0%
직원식당	7	1.0%
잠원어린이집	3	0.4%
lg전자	3	0.4%
서초	3	0.4%
세바른병원	3	0.4%
의료법인	3	0.4%
Other values (553)	602	83.3%

Most occurring characters

Value	Count	Frequency (%)
이	220	4.4%
서	205	4.1%
	198	4.0%
어	175	3.5%
린	154	3.1%
원	153	3.1%
집	150	3.0%
초	148	3.0%
(	113	2.3%
)	113	2.3%
Other values (398)	3329	67.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4427	89.3%
Space Separator	198	4.0%
Open Punctuation	113	2.3%
Close Punctuation	113	2.3%
Uppercase Letter	47	0.9%
Decimal Number	43	0.9%
Lowercase Letter	11	0.2%
Other Punctuation	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	220	5.0%
서	205	4.6%
어	175	4.0%
린	154	3.5%
원	153	3.5%
집	150	3.4%
초	148	3.3%
주	113	2.6%
학	102	2.3%
구	101	2.3%
Other values (363)	2906	65.6%

Uppercase Letter

Value	Count	Frequency (%)
K	6	12.8%
D	5	10.6%
T	5	10.6%
R	4	8.5%
J	4	8.5%
L	4	8.5%
C	4	8.5%
G	3	6.4%
W	3	6.4%
S	3	6.4%
Other values (3)	6	12.8%

Decimal Number

Value	Count	Frequency (%)
1	12	27.9%
2	10	23.3%
3	7	16.3%
4	4	9.3%
5	3	7.0%
6	3	7.0%
7	2	4.7%
0	1	2.3%
8	1	2.3%

Lowercase Letter

Value	Count	Frequency (%)
a	3	27.3%
e	3	27.3%
m	1	9.1%
c	1	9.1%
f	1	9.1%
n	1	9.1%
o	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
&	4	66.7%
?	1	16.7%
,	1	16.7%

Space Separator

Value	Count	Frequency (%)
	198	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	113	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	113	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4427	89.3%
Common	473	9.5%
Latin	58	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	220	5.0%
서	205	4.6%
어	175	4.0%
린	154	3.5%
원	153	3.5%
집	150	3.4%
초	148	3.3%
주	113	2.6%
학	102	2.3%
구	101	2.3%
Other values (363)	2906	65.6%

Latin

Value	Count	Frequency (%)
K	6	10.3%
D	5	8.6%
T	5	8.6%
R	4	6.9%
J	4	6.9%
L	4	6.9%
C	4	6.9%
G	3	5.2%
W	3	5.2%
a	3	5.2%
Other values (10)	17	29.3%

Common

Value	Count	Frequency (%)
	198	41.9%
(	113	23.9%
)	113	23.9%
1	12	2.5%
2	10	2.1%
3	7	1.5%
4	4	0.8%
&	4	0.8%
5	3	0.6%
6	3	0.6%
Other values (5)	6	1.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4427	89.3%
ASCII	531	10.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	220	5.0%
서	205	4.6%
어	175	4.0%
린	154	3.5%
원	153	3.5%
집	150	3.4%
초	148	3.3%
주	113	2.6%
학	102	2.3%
구	101	2.3%
Other values (363)	2906	65.6%

ASCII

Value	Count	Frequency (%)
	198	37.3%
(	113	21.3%
)	113	21.3%
1	12	2.3%
2	10	1.9%
3	7	1.3%
K	6	1.1%
D	5	0.9%
T	5	0.9%
4	4	0.8%
Other values (25)	58	10.9%

최종수정일자
Date

Distinct	509
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	1999-02-06 00:00:00
Maximum	2024-04-15 16:14:31

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

U	285
I	240

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	285	54.3%
I	240	45.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	285	54.3%
i	240	45.7%

데이터갱신일자
Date

Distinct	220
Distinct (%)	41.9%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:03:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	10
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

어린이집	146
집단급식소	125
산업체	85
학교	50
공공기관	32
Other values (5)	87

Length

Max length	8
Median length	6
Mean length	4.0057143
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	146	27.8%
집단급식소	125	23.8%
산업체	85	16.2%
학교	50	9.5%
공공기관	32	6.1%
병원	31	5.9%
기타 집단급식소	29	5.5%
수련원	14	2.7%
사회복지시설	12	2.3%
기숙사	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	154	27.8%
어린이집	146	26.4%
산업체	85	15.3%
학교	50	9.0%
공공기관	32	5.8%
병원	31	5.6%
기타	29	5.2%
수련원	14	2.5%
사회복지시설	12	2.2%
기숙사	1	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	382
Distinct (%)	74.3%
Missing	11
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	201340.25

Minimum	198407.57
Maximum	208072.63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	198407.57
5-th percentile	198752.99
Q1	200001.27
median	201287.09
Q3	202257.51
95-th percentile	204342.1
Maximum	208072.63
Range	9665.0568
Interquartile range (IQR)	2256.2463

Descriptive statistics

Standard deviation	1743.5057
Coefficient of variation (CV)	0.0086594991
Kurtosis	0.63035518
Mean	201340.25
Median Absolute Deviation (MAD)	1090.4459
Skewness	0.6387951
Sum	1.0348889 × 10⁸
Variance	3039812.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201643.645893671	7	1.3%
199356.275577675	5	1.0%
199929.045690164	5	1.0%
200931.030899497	4	0.8%
200828.122824103	4	0.8%
204192.004993904	4	0.8%
201278.647889967	4	0.8%
199250.378045845	4	0.8%
201621.441195967	4	0.8%
200394.225955905	4	0.8%
Other values (372)	469	89.3%
(Missing)	11	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
198407.569086863	3	0.6%
198443.274372584	1	0.2%
198454.941457159	1	0.2%
198506.458385404	1	0.2%
198506.646654889	1	0.2%
198533.665294785	1	0.2%
198534.748228783	1	0.2%
198543.89871364	2	0.4%
198554.622804054	2	0.4%
198569.723966274	1	0.2%

Value	Count	Frequency (%)
208072.625904312	2	0.4%
207505.865571	1	0.2%
206527.143128753	1	0.2%
206161.18618356	2	0.4%
206131.241466	1	0.2%
205718.516161273	2	0.4%
205651.067461672	1	0.2%
205634.311119598	1	0.2%
205551.413292255	1	0.2%
205525.422778498	1	0.2%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	382
Distinct (%)	74.3%
Missing	11
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	442662.41

Minimum	438403.43
Maximum	446482.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	438403.43
5-th percentile	439872.49
Q1	441546.89
median	442618.97
Q3	443937.19
95-th percentile	445305.4
Maximum	446482.72
Range	8079.284
Interquartile range (IQR)	2390.3026

Descriptive statistics

Standard deviation	1690.5405
Coefficient of variation (CV)	0.0038190288
Kurtosis	-0.55519417
Mean	442662.41
Median Absolute Deviation (MAD)	1242.4115
Skewness	-0.15593363
Sum	2.2752848 × 10⁸
Variance	2857927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
445764.161880369	7	1.3%
441326.193173286	5	1.0%
441805.098260027	5	1.0%
444209.998155051	4	0.8%
445167.786945639	4	0.8%
441103.764787437	4	0.8%
442099.753091778	4	0.8%
442973.400332687	4	0.8%
442661.56881241	4	0.8%
444207.694481581	4	0.8%
Other values (372)	469	89.3%
(Missing)	11	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
438403.433558867	1	0.2%
438520.182013694	1	0.2%
438521.810569305	1	0.2%
438685.126668674	1	0.2%
438769.485852873	1	0.2%
438932.382549048	1	0.2%
439002.476935458	2	0.4%
439071.639861981	1	0.2%
439176.590519177	1	0.2%
439194.310938805	1	0.2%

Value	Count	Frequency (%)
446482.717573109	1	0.2%
446268.294338007	1	0.2%
446102.588876	1	0.2%
446079.302435952	1	0.2%
446012.113480309	1	0.2%
445971.21278915	1	0.2%
445847.385086678	2	0.4%
445806.025611584	1	0.2%
445764.161880369	7	1.3%
445726.033883873	1	0.2%

위생업태명
Categorical

Distinct	11
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

어린이집	128
집단급식소	125
<NA>	89
산업체	52
학교	45
Other values (6)	86

Length

Max length	8
Median length	6
Mean length	4.0247619
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
어린이집	128	24.4%
집단급식소	125	23.8%
<NA>	89	17.0%
산업체	52	9.9%
학교	45	8.6%
공공기관	25	4.8%
병원	23	4.4%
기타 집단급식소	18	3.4%
수련원	11	2.1%
사회복지시설	8	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	143	26.3%
어린이집	128	23.6%
na	89	16.4%
산업체	52	9.6%
학교	45	8.3%
공공기관	25	4.6%
병원	23	4.2%
기타	18	3.3%
수련원	11	2.0%
사회복지시설	8	1.5%

남성종사자수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	394
0	131

Length

Max length	4
Median length	4
Mean length	3.2514286
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	394	75.0%
0	131	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	394	75.0%
0	131	25.0%

여성종사자수
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	394
0	131

Length

Max length	4
Median length	4
Mean length	3.2514286
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	394	75.0%
0	131	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	394	75.0%
0	131	25.0%

영업장주변구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	406
기타	118
주택가주변	1

Length

Max length	5
Median length	4
Mean length	3.552381
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	406	77.3%
기타	118	22.5%
주택가주변	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	406	77.3%
기타	118	22.5%
주택가주변	1	0.2%

등급구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	406
기타	119

Length

Max length	4
Median length	4
Mean length	3.5466667
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	406	77.3%
기타	119	22.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	406	77.3%
기타	119	22.7%

급수시설구분명
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	362
상수도전용	163

Length

Max length	5
Median length	4
Mean length	4.3104762
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	362	69.0%
상수도전용	163	31.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	362	69.0%
상수도전용	163	31.0%

총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	497
0	28

Length

Max length	4
Median length	4
Mean length	3.84
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>	497	94.7%
0	28	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	94.7%
0	28	5.3%

본사종업원수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	4.6%
Missing	200
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.96

Minimum	0
Maximum	98
Zeros	167
Zeros (%)	31.8%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	98
Range	98
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	5.9526112
Coefficient of variation (CV)	3.0370465
Kurtosis	210.35458
Mean	1.96
Median Absolute Deviation (MAD)	0
Skewness	13.211592
Sum	637
Variance	35.43358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	167	31.8%
1	45	8.6%
2	35	6.7%
3	21	4.0%
4	17	3.2%
5	10	1.9%
7	7	1.3%
6	7	1.3%
8	4	0.8%
10	4	0.8%
Other values (5)	8	1.5%
(Missing)	200	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	167	31.8%
1	45	8.6%
2	35	6.7%
3	21	4.0%
4	17	3.2%
5	10	1.9%
6	7	1.3%
7	7	1.3%
8	4	0.8%
9	3	0.6%

Value	Count	Frequency (%)
98	1	0.2%
18	1	0.2%
13	1	0.2%
11	2	0.4%
10	4	0.8%
9	3	0.6%
8	4	0.8%
7	7	1.3%
6	7	1.3%
5	10	1.9%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	497
0	28

Length

Max length	4
Median length	4
Mean length	3.84
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>	497	94.7%
0	28	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	94.7%
0	28	5.3%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	497
0	28

Length

Max length	4
Median length	4
Mean length	3.84
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>	497	94.7%
0	28	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	94.7%
0	28	5.3%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	497
0	28

Length

Max length	4
Median length	4
Mean length	3.84
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>	497	94.7%
0	28	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	94.7%
0	28	5.3%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	470
자가	33
임대	22

Length

Max length	4
Median length	4
Mean length	3.7904762
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	470	89.5%
자가	33	6.3%
임대	22	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	470	89.5%
자가	33	6.3%
임대	22	4.2%

보증액
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	283
0	242

Length

Max length	4
Median length	4
Mean length	2.6171429
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>	283	53.9%
0	242	46.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	283	53.9%
0	242	46.1%

월세액
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

<NA>	283
0	241
2970000	1

Length

Max length	7
Median length	4
Mean length	2.6285714
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	283	53.9%
0	241	45.9%
2970000	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	283	53.9%
0	241	45.9%
2970000	1	0.2%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.5%
Missing	89
Missing (%)	17.0%
Memory size	1.2 KiB

False	426
True	10
(Missing)	89

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	426	81.1%
True	10	1.9%
(Missing)	89	17.0%

시설총규모
Real number (ℝ)

MISSING ZEROS

Distinct	197
Distinct (%)	45.2%
Missing	89
Missing (%)	17.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.7275

Minimum	0
Maximum	4711
Zeros	204
Zeros (%)	38.9%
Negative	0
Negative (%)	0.0%
Memory size	4.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9.9
Q3	157.2225
95-th percentile	633.2725
Maximum	4711
Range	4711
Interquartile range (IQR)	157.2225

Descriptive statistics

Standard deviation	407.03055
Coefficient of variation (CV)	2.7004399
Kurtosis	68.422363
Mean	150.7275
Median Absolute Deviation (MAD)	9.9
Skewness	7.1233374
Sum	65717.19
Variance	165673.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	204	38.9%
16.5	5	1.0%
9.9	5	1.0%
82.5	4	0.8%
19.8	4	0.8%
20.0	3	0.6%
10.0	3	0.6%
13.2	3	0.6%
33.0	3	0.6%
13.5	3	0.6%
Other values (187)	199	37.9%
(Missing)	89	17.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	204	38.9%
1.0	2	0.4%
4.0	1	0.2%
5.67	1	0.2%
5.71	1	0.2%
6.6	2	0.4%
7.0	2	0.4%
8.71	1	0.2%
8.95	1	0.2%
9.34	1	0.2%

Value	Count	Frequency (%)
4711.0	1	0.2%
4500.0	1	0.2%
2480.05	1	0.2%
1675.08	1	0.2%
1509.6	1	0.2%
1500.0	1	0.2%
1435.77	1	0.2%
1276.03	1	0.2%
1171.0	1	0.2%
1078.0	1	0.2%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	525
Missing (%)	100.0%
Memory size	4.7 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총인원	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지
0	3210000	3210000-105-1974-00001	19741001	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5832620	.00	137868	서울특별시 서초구 서초동 1470-1번지 (주)우리은행 서초동합숙소	서울특별시 서초구 남부순환로315길 46 (주)우리은행 서초동합숙소 (서초동)	6712	우리은행제1합숙소	2019-04-25 17:18:32	U	2019-04-27 02:40:00.0	산업체	200627.839859	442069.716284	산업체	0	0	기타	기타	상수도전용	<NA>	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
1	3210000	3210000-105-1978-00114	19780501	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5708144	387.00	137180	서울특별시 서초구 내곡동 6-7번지 외 9필지	서울특별시 서초구 헌릉로 260 (내곡동)	6801	서울특별시 어린이병원	2018-01-31 12:40:57	I	2018-08-31 23:59:59.0	병원	206131.241466	439591.553188	병원	0	0	기타	기타	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	184.8	<NA>	<NA>	<NA>
2	3210000	3210000-105-1979-00003	19790101	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5232253	811.00	137070	서울특별시 서초구 서초동 391-0 서울시인재개발원 1층	서울특별시 서초구 남부순환로340길 58, 1층 (서초동, 서울시인재개발원 )	6756	서울특별시 인재개발원	2021-04-28 10:16:27	U	2021-04-30 02:40:00.0	공공기관	201754.046059	442005.576286	공공기관	0	0	기타	기타	상수도전용	<NA>	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	811.0	<NA>	<NA>	<NA>
3	3210000	3210000-105-1980-00064	19800103	<NA>	3	폐업	2	폐업	20170227	<NA>	<NA>	<NA>	0234600281	343.80	137900	서울특별시 서초구 우면동 92-6번지 1층	서울특별시 서초구 바우뫼로1길 35, 1층 (우면동)	6762	한국교육개발원	2016-02-15 17:11:26	I	2018-08-31 23:59:59.0	공공기관	201888.930996	440969.279553	공공기관	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	231.0	<NA>	<NA>	<NA>
4	3210000	3210000-105-1980-00092	19800503	<NA>	3	폐업	2	폐업	20090324	<NA>	<NA>	<NA>	02 5901114	608.80	137807	서울특별시 서초구 반포동 505-0번지	<NA>	<NA>	카톨릭대학교강남성모병원	2003-09-23 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	200394.225956	444207.694482	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	997.5	<NA>	<NA>	<NA>
5	3210000	3210000-105-1981-00002	19810901	<NA>	3	폐업	2	폐업	19990930	<NA>	<NA>	<NA>	02 2831004	.00	137867	서울특별시 서초구 서초동 1465-4번지	<NA>	<NA>	(주)녹십자	1999-09-30 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	200937.473462	442034.399742	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
6	3210000	3210000-105-1982-00018	19820630	<NA>	3	폐업	2	폐업	20210317	<NA>	<NA>	<NA>	0221866724	.00	137804	서울특별시 서초구 반포동 63-1	서울특별시 서초구 사평대로 160 (반포동)	6578	쉐라톤 서울 팔래스 강남 호텔 직원식당	2021-03-17 09:21:58	U	2021-03-19 02:40:00.0	산업체	200148.908813	444359.607819	산업체	0	0	기타	기타	상수도전용	<NA>	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
7	3210000	3210000-105-1983-00082	19830201	<NA>	3	폐업	2	폐업	20030117	<NA>	<NA>	<NA>	02 5833953	156.00	137868	서울특별시 서초구 서초동 1468-1번지	<NA>	<NA>	삼성생활관	2003-01-16 00:00:00	I	2018-08-31 23:59:59.0	집단급식소	<NA>	<NA>	집단급식소	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	466.4	<NA>	<NA>	<NA>
8	3210000	3210000-105-1984-00004	19841105	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5908623	.00	137807	서울특별시 서초구 반포동 520-3번지 0000동 0000호	서울특별시 서초구 반포대로 217, 0000동 0000호 (반포동)	6578	조달청후생관	2017-07-10 10:14:06	I	2018-08-31 23:59:59.0	공공기관	200194.426588	444128.805256	공공기관	0	0	기타	기타	상수도전용	<NA>	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>
9	3210000	3210000-105-1985-00019	19850215	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 34815633	144.20	137908	서울특별시 서초구 잠원동 70-2 (지하 2층)	서울특별시 서초구 잠원로 51 (잠원동)	6511	뉴코아	2022-11-10 15:20:39	U	2021-10-31 23:02:00.0	산업체	200576.608648	445241.898418	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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
515	3210000	3210000-105-2022-00011	20221103	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	147.12	137170	서울특별시 서초구 염곡동 180-2 내곡동종합시설	서울특별시 서초구 염곡말길 9, 내곡동종합시설 지하1층 (염곡동)	6793	사회복지법인 온누리복지재단(서초50플러스센터)	2022-11-03 13:55:36	I	2021-11-01 00:05:00.0	사회복지시설	204418.836684	439958.443579	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
516	3210000	3210000-105-2023-00001	2023-01-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	07077272520	277.50	137-856	서울특별시 서초구 서초동 1310-10 사랑의교회 복리시설	서울특별시 서초구 강남대로65길 19, 사랑의교회 복리시설 1층 (서초동)	6613	사랑의복지관	2023-05-03 13:59:52	U	2022-12-05 00:05:00.0	사회복지시설	202051.690426	444184.313304	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
517	3210000	3210000-105-2023-00002	2023-02-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	207.00	137-909	서울특별시 서초구 잠원동 74-1 반포르엘	서울특별시 서초구 신반포로23길 23, 1층 (잠원동, 반포르엘)	6509	서초구립 반포르엘어린이집	2023-02-09 13:34:23	I	2022-12-01 23:01:00.0	어린이집	200194.855457	445018.303593	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
518	3210000	3210000-105-2023-00003	2023-07-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.00	137-841	서울특별시 서초구 방배동 893-6 유노피스 빌딩	서울특별시 서초구 서초대로34길 18, 1층 (방배동)	6661	서리풀데이케어	2023-07-17 12:01:58	I	2022-12-06 23:09:00.0	기타 집단급식소	199763.149483	442915.645822	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
519	3210000	3210000-105-2023-00004	2023-08-25	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	272.93	137-863	서울특별시 서초구 서초동 1365-8	서울특별시 서초구 남부순환로 2567, 22층 (서초동)	6734	당당(코네스트)	2023-08-25 14:28:51	I	2022-12-07 22:07:00.0	기타 집단급식소	202677.564388	442497.656361	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
520	3210000	3210000-105-2024-00001	2024-01-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0216443878	53.98	137-844	서울특별시 서초구 방배동 936-12 4층	서울특별시 서초구 방배로 151, 4층 (방배동)	6672	척바른병원	2024-01-03 10:33:38	I	2023-12-01 00:05:00.0	병원	199360.582882	442777.806242	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
521	3210000	3210000-105-2024-00002	2024-01-04	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 5859600	540.00	137-881	서울특별시 서초구 서초동 1657-7 대성학원 지하1층	서울특별시 서초구 서초대로52길 28, 대성학원 지하1층 (서초동)	6634	역삼대성학원	2024-01-04 09:47:49	I	2023-12-01 00:06:00.0	기타 집단급식소	201209.167738	443372.88496	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
522	3210000	3210000-105-2024-00003	2024-03-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 572 9309	287.00	137-841	서울특별시 서초구 방배동 899-13	서울특별시 서초구 방배로20길 25-19 (방배동)	6664	서초구립방배1동숲어린이집	2024-03-13 15:22:06	I	2023-12-02 23:06:00.0	사회복지시설	199556.875658	442733.714157	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
523	3210000	3210000-105-2024-00004	2024-03-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.00	137-880	서울특별시 서초구 서초동 1646-5 1층	서울특별시 서초구 사임당로23길 30, 1층 (서초동)	6636	키사서초어학학원	2024-04-09 09:55:14	U	2023-12-03 23:01:00.0	기타 집단급식소	201778.490974	443266.538883	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
524	3210000	3210000-105-2024-00005	2024-04-15	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	510.15	137-800	서울특별시 서초구 반포동 1-1 래미안 원베일리	서울특별시 서초구 반포대로 333 (반포동, 래미안 원베일리)	6506	서초구립 원베일리 나래 어린이집	2024-04-15 14:24:54	I	2023-12-03 23:07:00.0	어린이집	199692.40938	444953.682163	<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

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks