gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	2835
Missing cells	33882
Missing cells (%)	25.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	404.0 B

Variable types

Categorical	17
Text	7
DateTime	4
Unsupported	7
Numeric	10
Boolean	2

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,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	서대문구
URL	https://data.seoul.go.kr/dataList/OA-17914/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`업태구분명` is highly imbalanced (57.1%)	Imbalance
`사용시작지하층` is highly imbalanced (61.4%)	Imbalance
`사용끝지하층` is highly imbalanced (76.5%)	Imbalance
`발한실여부` is highly imbalanced (97.8%)	Imbalance
`남성종사자수` is highly imbalanced (66.0%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2835 (100.0%) missing values	Missing
`폐업일자` has 848 (29.9%) missing values	Missing
`휴업시작일자` has 2835 (100.0%) missing values	Missing
`휴업종료일자` has 2835 (100.0%) missing values	Missing
`재개업일자` has 2835 (100.0%) missing values	Missing
`전화번호` has 776 (27.4%) missing values	Missing
`도로명주소` has 1176 (41.5%) missing values	Missing
`도로명우편번호` has 1192 (42.0%) missing values	Missing
`좌표정보(X)` has 201 (7.1%) missing values	Missing
`좌표정보(Y)` has 201 (7.1%) missing values	Missing
`건물지상층수` has 623 (22.0%) missing values	Missing
`건물지하층수` has 1014 (35.8%) missing values	Missing
`사용시작지상층` has 852 (30.1%) missing values	Missing
`사용끝지상층` has 1350 (47.6%) missing values	Missing
`발한실여부` has 509 (18.0%) missing values	Missing
`좌석수` has 517 (18.2%) missing values	Missing
`조건부허가신고사유` has 2835 (100.0%) missing values	Missing
`조건부허가시작일자` has 2835 (100.0%) missing values	Missing
`조건부허가종료일자` has 2835 (100.0%) missing values	Missing
`여성종사자수` has 2345 (82.7%) missing values	Missing
`침대수` has 1964 (69.3%) missing values	Missing
`다중이용업소여부` has 469 (16.5%) missing values	Missing
`사용시작지상층` is highly skewed (γ1 = 40.62488785)	Skewed
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 1184 (41.8%) zeros	Zeros
`건물지하층수` has 1261 (44.5%) zeros	Zeros
`사용시작지상층` has 503 (17.7%) zeros	Zeros
`사용끝지상층` has 52 (1.8%) zeros	Zeros
`좌석수` has 197 (6.9%) zeros	Zeros
`여성종사자수` has 470 (16.6%) zeros	Zeros
`침대수` has 630 (22.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 11:41:26.625824
Analysis finished	2024-04-06 11:41:29.762684
Duration	3.14 seconds
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	22.3 KiB

3120000	2835

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3120000
2nd row	3120000
3rd row	3120000
4th row	3120000
5th row	3120000

Common Values

Value	Count	Frequency (%)
3120000	2835	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3120000	2835	100.0%

관리번호
Text

UNIQUE

Distinct	2835
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Length

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

Characters and Unicode

Total characters	62370
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	2835 ?
Unique (%)	100.0%

Sample

1st row	3120000-204-1906-00294
2nd row	3120000-204-1967-01562
3rd row	3120000-204-1968-00404
4th row	3120000-204-1968-01558
5th row	3120000-204-1969-00431

Value	Count	Frequency (%)
3120000-204-1906-00294	1	< 0.1%
3120000-211-2017-00041	1	< 0.1%
3120000-211-2018-00017	1	< 0.1%
3120000-211-2018-00009	1	< 0.1%
3120000-211-2018-00010	1	< 0.1%
3120000-211-2018-00011	1	< 0.1%
3120000-211-2018-00012	1	< 0.1%
3120000-211-2018-00013	1	< 0.1%
3120000-211-2018-00014	1	< 0.1%
3120000-211-2018-00015	1	< 0.1%
Other values (2825)	2825	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	23972	38.4%
2	9437	15.1%
1	8858	14.2%
-	8505	13.6%
3	4001	6.4%
9	2186	3.5%
4	1958	3.1%
8	947	1.5%
5	939	1.5%
7	787	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	53865	86.4%
Dash Punctuation	8505	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23972	44.5%
2	9437	17.5%
1	8858	16.4%
3	4001	7.4%
9	2186	4.1%
4	1958	3.6%
8	947	1.8%
5	939	1.7%
7	787	1.5%
6	780	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	8505	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62370	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23972	38.4%
2	9437	15.1%
1	8858	14.2%
-	8505	13.6%
3	4001	6.4%
9	2186	3.5%
4	1958	3.1%
8	947	1.5%
5	939	1.5%
7	787	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62370	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23972	38.4%
2	9437	15.1%
1	8858	14.2%
-	8505	13.6%
3	4001	6.4%
9	2186	3.5%
4	1958	3.1%
8	947	1.5%
5	939	1.5%
7	787	1.3%

인허가일자
Date

Distinct	2141
Distinct (%)	75.5%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Minimum	1906-02-16 00:00:00
Maximum	2024-04-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

3	1987
1	848

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1987	70.1%
1	848	29.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1987	70.1%
1	848	29.9%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

폐업	1987
영업/정상	848

Length

Max length	5
Median length	2
Mean length	2.8973545
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1987	70.1%
영업/정상	848	29.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1987	70.1%
영업/정상	848	29.9%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

2	1987
1	848

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1987	70.1%
1	848	29.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1987	70.1%
1	848	29.9%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

폐업	1987
영업	848

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1987	70.1%
영업	848	29.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1987	70.1%
영업	848	29.9%

폐업일자
Date

MISSING

Distinct	1515
Distinct (%)	76.2%
Missing	848
Missing (%)	29.9%
Memory size	22.3 KiB

Minimum	1989-12-19 00:00:00
Maximum	2024-04-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

전화번호
Text

MISSING

Distinct	1886
Distinct (%)	91.6%
Missing	776
Missing (%)	27.4%
Memory size	22.3 KiB

Length

Max length	12
Median length	10
Mean length	9.4351627
Min length	2

Characters and Unicode

Total characters	19427
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	1760 ?
Unique (%)	85.5%

Sample

1st row	02 3920413
2nd row	0203521677
3rd row	3794163
4th row	0203862248
5th row	3964222

Value	Count	Frequency (%)
02	1168	35.4%
0	24	0.7%
0200000000	8	0.2%
0203341859	7	0.2%
070	6	0.2%
00000	5	0.2%
3735025	4	0.1%
362	4	0.1%
3932717	4	0.1%
394	4	0.1%
Other values (1831)	2066	62.6%

Most occurring characters

Value	Count	Frequency (%)
3	3363	17.3%
0	3248	16.7%
2	3185	16.4%
	1439	7.4%
6	1384	7.1%
7	1335	6.9%
1	1181	6.1%
9	1171	6.0%
5	1116	5.7%
4	1108	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17988	92.6%
Space Separator	1439	7.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	3363	18.7%
0	3248	18.1%
2	3185	17.7%
6	1384	7.7%
7	1335	7.4%
1	1181	6.6%
9	1171	6.5%
5	1116	6.2%
4	1108	6.2%
8	897	5.0%

Space Separator

Value	Count	Frequency (%)
	1439	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19427	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	3363	17.3%
0	3248	16.7%
2	3185	16.4%
	1439	7.4%
6	1384	7.1%
7	1335	6.9%
1	1181	6.1%
9	1171	6.0%
5	1116	5.7%
4	1108	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19427	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	3363	17.3%
0	3248	16.7%
2	3185	16.4%
	1439	7.4%
6	1384	7.1%
7	1335	6.9%
1	1181	6.1%
9	1171	6.0%
5	1116	5.7%
4	1108	5.7%

소재지면적
Text

Distinct	1452
Distinct (%)	51.2%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Length

Max length	9
Median length	5
Mean length	5.0303351
Min length	3

Characters and Unicode

Total characters	14261
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	1071 ?
Unique (%)	37.8%

Sample

1st row	72.71
2nd row	10.73
3rd row	12.22
4th row	11.13
5th row	59.44

Value	Count	Frequency (%)
33.00	116	4.1%
00	85	3.0%
30.00	38	1.3%
16.50	32	1.1%
26.40	31	1.1%
20.00	26	0.9%
26.42	23	0.8%
49.50	23	0.8%
26.00	23	0.8%
66.00	22	0.8%
Other values (1442)	2416	85.2%

Most occurring characters

Value	Count	Frequency (%)
.	2835	19.9%
0	2471	17.3%
1	1472	10.3%
2	1391	9.8%
3	1179	8.3%
4	975	6.8%
6	973	6.8%
5	945	6.6%
8	717	5.0%
9	691	4.8%
Other values (2)	612	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11425	80.1%
Other Punctuation	2836	19.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2471	21.6%
1	1472	12.9%
2	1391	12.2%
3	1179	10.3%
4	975	8.5%
6	973	8.5%
5	945	8.3%
8	717	6.3%
9	691	6.0%
7	611	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	2835	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	14261	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2835	19.9%
0	2471	17.3%
1	1472	10.3%
2	1391	9.8%
3	1179	8.3%
4	975	6.8%
6	973	6.8%
5	945	6.6%
8	717	5.0%
9	691	4.8%
Other values (2)	612	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14261	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2835	19.9%
0	2471	17.3%
1	1472	10.3%
2	1391	9.8%
3	1179	8.3%
4	975	6.8%
6	973	6.8%
5	945	6.6%
8	717	5.0%
9	691	4.8%
Other values (2)	612	4.3%

소재지우편번호
Text

Distinct	154
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Length

Max length	7
Median length	6
Mean length	6.0857143
Min length	6

Characters and Unicode

Total characters	17253
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	28 ?
Unique (%)	1.0%

Sample

1st row	120833
2nd row	120841
3rd row	120842
4th row	120100
5th row	120861

Value	Count	Frequency (%)
120808	319	11.3%
120809	121	4.3%
120834	111	3.9%
120100	93	3.3%
120833	91	3.2%
120857	91	3.2%
120807	82	2.9%
120805	79	2.8%
120825	69	2.4%
120812	63	2.2%
Other values (144)	1716	60.5%

Most occurring characters

Value	Count	Frequency (%)
0	4510	26.1%
1	3701	21.5%
2	3301	19.1%
8	2832	16.4%
3	663	3.8%
5	564	3.3%
4	460	2.7%
7	372	2.2%
9	353	2.0%
6	254	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17010	98.6%
Dash Punctuation	243	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4510	26.5%
1	3701	21.8%
2	3301	19.4%
8	2832	16.6%
3	663	3.9%
5	564	3.3%
4	460	2.7%
7	372	2.2%
9	353	2.1%
6	254	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	243	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17253	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4510	26.1%
1	3701	21.5%
2	3301	19.1%
8	2832	16.4%
3	663	3.8%
5	564	3.3%
4	460	2.7%
7	372	2.2%
9	353	2.0%
6	254	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17253	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4510	26.1%
1	3701	21.5%
2	3301	19.1%
8	2832	16.4%
3	663	3.8%
5	564	3.3%
4	460	2.7%
7	372	2.2%
9	353	2.0%
6	254	1.5%

지번주소
Text

Distinct	2407
Distinct (%)	84.9%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Length

Max length	60
Median length	50
Mean length	26.659259
Min length	17

Characters and Unicode

Total characters	75579
Distinct characters	317
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	2084 ?
Unique (%)	73.5%

Sample

1st row	서울특별시 서대문구 창천동 20-27번지
2nd row	서울특별시 서대문구 홍은동 9-38번지
3rd row	서울특별시 서대문구 홍은동 11-388번지
4th row	서울특별시 서대문구 홍은동 48-201번지
5th row	서울특별시 서대문구 홍제동 334-87번지

Value	Count	Frequency (%)
서울특별시	2835	21.1%
서대문구	2835	21.1%
대현동	519	3.9%
1층	387	2.9%
남가좌동	380	2.8%
홍제동	376	2.8%
북가좌동	334	2.5%
창천동	319	2.4%
홍은동	279	2.1%
연희동	226	1.7%
Other values (2533)	4949	36.8%

Most occurring characters

Value	Count	Frequency (%)
	12895	17.1%
서	5679	7.5%
대	3415	4.5%
1	3013	4.0%
동	2920	3.9%
시	2860	3.8%
구	2849	3.8%
문	2844	3.8%
울	2842	3.8%
별	2839	3.8%
Other values (307)	33423	44.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	44597	59.0%
Decimal Number	14214	18.8%
Space Separator	12895	17.1%
Dash Punctuation	2600	3.4%
Close Punctuation	412	0.5%
Open Punctuation	410	0.5%
Uppercase Letter	220	0.3%
Other Punctuation	201	0.3%
Lowercase Letter	25	< 0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	5679	12.7%
대	3415	7.7%
동	2920	6.5%
시	2860	6.4%
구	2849	6.4%
문	2844	6.4%
울	2842	6.4%
별	2839	6.4%
특	2835	6.4%
지	2308	5.2%
Other values (262)	13206	29.6%

Uppercase Letter

Value	Count	Frequency (%)
D	38	17.3%
C	37	16.8%
M	36	16.4%
A	34	15.5%
B	32	14.5%
T	13	5.9%
P	11	5.0%
S	5	2.3%
E	3	1.4%
O	3	1.4%
Other values (7)	8	3.6%

Decimal Number

Value	Count	Frequency (%)
1	3013	21.2%
2	2170	15.3%
3	1911	13.4%
4	1417	10.0%
0	1283	9.0%
5	1124	7.9%
7	926	6.5%
6	869	6.1%
9	773	5.4%
8	728	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	187	93.0%
.	9	4.5%
&	2	1.0%
?	1	0.5%
#	1	0.5%
/	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
e	20	80.0%
s	1	4.0%
k	1	4.0%
r	1	4.0%
w	1	4.0%
o	1	4.0%

Space Separator

Value	Count	Frequency (%)
	12895	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2600	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	412	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	410	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	44596	59.0%
Common	30736	40.7%
Latin	246	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	5679	12.7%
대	3415	7.7%
동	2920	6.5%
시	2860	6.4%
구	2849	6.4%
문	2844	6.4%
울	2842	6.4%
별	2839	6.4%
특	2835	6.4%
지	2308	5.2%
Other values (261)	13205	29.6%

Latin

Value	Count	Frequency (%)
D	38	15.4%
C	37	15.0%
M	36	14.6%
A	34	13.8%
B	32	13.0%
e	20	8.1%
T	13	5.3%
P	11	4.5%
S	5	2.0%
E	3	1.2%
Other values (14)	17	6.9%

Common

Value	Count	Frequency (%)
	12895	42.0%
1	3013	9.8%
-	2600	8.5%
2	2170	7.1%
3	1911	6.2%
4	1417	4.6%
0	1283	4.2%
5	1124	3.7%
7	926	3.0%
6	869	2.8%
Other values (11)	2528	8.2%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	44595	59.0%
ASCII	30981	41.0%
Compat Jamo	1	< 0.1%
Number Forms	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12895	41.6%
1	3013	9.7%
-	2600	8.4%
2	2170	7.0%
3	1911	6.2%
4	1417	4.6%
0	1283	4.1%
5	1124	3.6%
7	926	3.0%
6	869	2.8%
Other values (34)	2773	9.0%

Hangul

Value	Count	Frequency (%)
서	5679	12.7%
대	3415	7.7%
동	2920	6.5%
시	2860	6.4%
구	2849	6.4%
문	2844	6.4%
울	2842	6.4%
별	2839	6.4%
특	2835	6.4%
지	2308	5.2%
Other values (260)	13204	29.6%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명주소
Text

MISSING

Distinct	1570
Distinct (%)	94.6%
Missing	1176
Missing (%)	41.5%
Memory size	22.3 KiB

Length

Max length	66
Median length	59
Mean length	33.531646
Min length	22

Characters and Unicode

Total characters	55629
Distinct characters	313
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1491 ?
Unique (%)	89.9%

Sample

1st row	서울특별시 서대문구 거북골로 210 (북가좌동)
2nd row	서울특별시 서대문구 북아현로 26-14 (북아현동, 1층)
3rd row	서울특별시 서대문구 북아현로6길 27 (북아현동)
4th row	서울특별시 서대문구 연대동문길 37 (대신동)
5th row	서울특별시 서대문구 연희로41길 4 (홍은동, 2층)

Value	Count	Frequency (%)
서울특별시	1659	15.5%
서대문구	1659	15.5%
1층	547	5.1%
2층	263	2.5%
대현동	252	2.4%
홍제동	216	2.0%
창천동	202	1.9%
북가좌동	181	1.7%
남가좌동	154	1.4%
홍은동	153	1.4%
Other values (1365)	5427	50.7%

Most occurring characters

Value	Count	Frequency (%)
	9058	16.3%
서	3375	6.1%
대	2306	4.1%
1	2304	4.1%
)	1819	3.3%
(	1818	3.3%
동	1799	3.2%
문	1723	3.1%
울	1716	3.1%
시	1686	3.0%
Other values (303)	28025	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	32897	59.1%
Space Separator	9058	16.3%
Decimal Number	7759	13.9%
Close Punctuation	1819	3.3%
Open Punctuation	1818	3.3%
Other Punctuation	1685	3.0%
Dash Punctuation	340	0.6%
Uppercase Letter	219	0.4%
Lowercase Letter	27	< 0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	3375	10.3%
대	2306	7.0%
동	1799	5.5%
문	1723	5.2%
울	1716	5.2%
시	1686	5.1%
구	1668	5.1%
별	1663	5.1%
특	1659	5.0%
로	1300	4.0%
Other values (259)	14002	42.6%

Uppercase Letter

Value	Count	Frequency (%)
B	51	23.3%
C	38	17.4%
D	38	17.4%
M	37	16.9%
A	20	9.1%
T	6	2.7%
S	6	2.7%
E	5	2.3%
P	4	1.8%
O	4	1.8%
Other values (7)	10	4.6%

Decimal Number

Value	Count	Frequency (%)
1	2304	29.7%
2	1377	17.7%
3	874	11.3%
0	766	9.9%
4	549	7.1%
5	529	6.8%
7	348	4.5%
6	343	4.4%
8	338	4.4%
9	331	4.3%

Lowercase Letter

Value	Count	Frequency (%)
e	22	81.5%
o	1	3.7%
w	1	3.7%
r	1	3.7%
s	1	3.7%
k	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	1678	99.6%
.	2	0.1%
#	2	0.1%
&	2	0.1%
?	1	0.1%

Space Separator

Value	Count	Frequency (%)
	9058	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1819	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1818	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	340	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	32897	59.1%
Common	22485	40.4%
Latin	247	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	3375	10.3%
대	2306	7.0%
동	1799	5.5%
문	1723	5.2%
울	1716	5.2%
시	1686	5.1%
구	1668	5.1%
별	1663	5.1%
특	1659	5.0%
로	1300	4.0%
Other values (259)	14002	42.6%

Latin

Value	Count	Frequency (%)
B	51	20.6%
C	38	15.4%
D	38	15.4%
M	37	15.0%
e	22	8.9%
A	20	8.1%
T	6	2.4%
S	6	2.4%
E	5	2.0%
P	4	1.6%
Other values (14)	20	8.1%

Common

Value	Count	Frequency (%)
	9058	40.3%
1	2304	10.2%
)	1819	8.1%
(	1818	8.1%
,	1678	7.5%
2	1377	6.1%
3	874	3.9%
0	766	3.4%
4	549	2.4%
5	529	2.4%
Other values (10)	1713	7.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	32897	59.1%
ASCII	22731	40.9%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9058	39.8%
1	2304	10.1%
)	1819	8.0%
(	1818	8.0%
,	1678	7.4%
2	1377	6.1%
3	874	3.8%
0	766	3.4%
4	549	2.4%
5	529	2.3%
Other values (33)	1959	8.6%

Hangul

Value	Count	Frequency (%)
서	3375	10.3%
대	2306	7.0%
동	1799	5.5%
문	1723	5.2%
울	1716	5.2%
시	1686	5.1%
구	1668	5.1%
별	1663	5.1%
특	1659	5.0%
로	1300	4.0%
Other values (259)	14002	42.6%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	166
Distinct (%)	10.1%
Missing	1192
Missing (%)	42.0%
Infinite	0
Infinite (%)	0.0%
Mean	3712.0791

Minimum	3600
Maximum	3791
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	3600
5-th percentile	3616
Q1	3667
median	3713
Q3	3766
95-th percentile	3787
Maximum	3791
Range	191
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	57.140923
Coefficient of variation (CV)	0.01539324
Kurtosis	-1.1906087
Mean	3712.0791
Median Absolute Deviation (MAD)	53
Skewness	-0.33003627
Sum	6098946
Variance	3265.0851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3766	194	6.8%
3779	51	1.8%
3789	45	1.6%
3767	41	1.4%
3665	38	1.3%
3765	34	1.2%
3709	34	1.2%
3780	29	1.0%
3712	26	0.9%
3675	25	0.9%
Other values (156)	1126	39.7%
(Missing)	1192	42.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3600	7	0.2%
3601	5	0.2%
3602	4	0.1%
3604	7	0.2%
3605	21	0.7%
3606	3	0.1%
3607	1	< 0.1%
3610	1	< 0.1%
3611	3	0.1%
3612	7	0.2%

Value	Count	Frequency (%)
3791	5	0.2%
3789	45	1.6%
3788	20	0.7%
3787	14	0.5%
3786	13	0.5%
3785	13	0.5%
3784	12	0.4%
3783	3	0.1%
3782	1	< 0.1%
3781	4	0.1%

사업장명
Text

Distinct	2430
Distinct (%)	85.7%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Length

Max length	33
Median length	31
Mean length	5.7425044
Min length	1

Characters and Unicode

Total characters	16280
Distinct characters	695
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	2159 ?
Unique (%)	76.2%

Sample

1st row	가위앤가위
2nd row	희망
3rd row	원
4th row	우리
5th row	예스(Yes)헤어스케치

Value	Count	Frequency (%)
헤어	94	2.6%
미용실	31	0.9%
네일	30	0.8%
hair	29	0.8%
신촌점	20	0.6%
에스테틱	18	0.5%
헤어샵	14	0.4%
헤어살롱	13	0.4%
더	13	0.4%
스킨케어	11	0.3%
Other values (2589)	3297	92.4%

Most occurring characters

Value	Count	Frequency (%)
어	1109	6.8%
헤	1076	6.6%
	736	4.5%
미	506	3.1%
이	378	2.3%
리	366	2.2%
스	363	2.2%
용	330	2.0%
실	329	2.0%
아	210	1.3%
Other values (685)	10877	66.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13687	84.1%
Space Separator	736	4.5%
Lowercase Letter	636	3.9%
Uppercase Letter	585	3.6%
Open Punctuation	180	1.1%
Close Punctuation	180	1.1%
Decimal Number	147	0.9%
Other Punctuation	121	0.7%
Dash Punctuation	7	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1109	8.1%
헤	1076	7.9%
미	506	3.7%
이	378	2.8%
리	366	2.7%
스	363	2.7%
용	330	2.4%
실	329	2.4%
아	210	1.5%
일	209	1.5%
Other values (611)	8811	64.4%

Uppercase Letter

Value	Count	Frequency (%)
A	62	10.6%
H	57	9.7%
I	48	8.2%
N	46	7.9%
S	37	6.3%
L	37	6.3%
O	36	6.2%
B	30	5.1%
R	27	4.6%
E	25	4.3%
Other values (16)	180	30.8%

Lowercase Letter

Value	Count	Frequency (%)
a	101	15.9%
i	82	12.9%
n	56	8.8%
e	54	8.5%
l	50	7.9%
o	50	7.9%
r	49	7.7%
t	28	4.4%
h	26	4.1%
y	25	3.9%
Other values (13)	115	18.1%

Decimal Number

Value	Count	Frequency (%)
0	44	29.9%
2	31	21.1%
1	24	16.3%
3	14	9.5%
5	8	5.4%
9	7	4.8%
8	7	4.8%
4	7	4.8%
7	4	2.7%
6	1	0.7%

Other Punctuation

Value	Count	Frequency (%)
?	52	43.0%
&	29	24.0%
,	12	9.9%
.	11	9.1%
'	7	5.8%
#	6	5.0%
!	3	2.5%
/	1	0.8%

Open Punctuation

Value	Count	Frequency (%)
(	178	98.9%
[	2	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	178	98.9%
]	2	1.1%

Space Separator

Value	Count	Frequency (%)
	736	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13683	84.0%
Common	1372	8.4%
Latin	1221	7.5%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1109	8.1%
헤	1076	7.9%
미	506	3.7%
이	378	2.8%
리	366	2.7%
스	363	2.7%
용	330	2.4%
실	329	2.4%
아	210	1.5%
일	209	1.5%
Other values (609)	8807	64.4%

Latin

Value	Count	Frequency (%)
a	101	8.3%
i	82	6.7%
A	62	5.1%
H	57	4.7%
n	56	4.6%
e	54	4.4%
l	50	4.1%
o	50	4.1%
r	49	4.0%
I	48	3.9%
Other values (39)	612	50.1%

Common

Value	Count	Frequency (%)
	736	53.6%
(	178	13.0%
)	178	13.0%
?	52	3.8%
0	44	3.2%
2	31	2.3%
&	29	2.1%
1	24	1.7%
3	14	1.0%
,	12	0.9%
Other values (15)	74	5.4%

Han

Value	Count	Frequency (%)
美	3	75.0%
伴	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13682	84.0%
ASCII	2593	15.9%
CJK	4	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	1109	8.1%
헤	1076	7.9%
미	506	3.7%
이	378	2.8%
리	366	2.7%
스	363	2.7%
용	330	2.4%
실	329	2.4%
아	210	1.5%
일	209	1.5%
Other values (608)	8806	64.4%

ASCII

Value	Count	Frequency (%)
	736	28.4%
(	178	6.9%
)	178	6.9%
a	101	3.9%
i	82	3.2%
A	62	2.4%
H	57	2.2%
n	56	2.2%
e	54	2.1%
?	52	2.0%
Other values (64)	1037	40.0%

CJK

Value	Count	Frequency (%)
美	3	75.0%
伴	1	25.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

최종수정일자
Date

Distinct	2146
Distinct (%)	75.7%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Minimum	1999-02-01 00:00:00
Maximum	2024-04-03 10:40:32

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

I	2122
U	707
D	6

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	2122	74.9%
U	707	24.9%
D	6	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2122	74.9%
u	707	24.9%
d	6	0.2%

데이터갱신일자
Date

Distinct	621
Distinct (%)	21.9%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:06:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

일반미용업	2268
피부미용업	306
네일아트업	211
메이크업업	43
기타	7

Length

Max length	5
Median length	5
Mean length	4.9925926
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	2268	80.0%
피부미용업	306	10.8%
네일아트업	211	7.4%
메이크업업	43	1.5%
기타	7	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	2268	80.0%
피부미용업	306	10.8%
네일아트업	211	7.4%
메이크업업	43	1.5%
기타	7	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	1490
Distinct (%)	56.6%
Missing	201
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	194427.9

Minimum	191497.87
Maximum	197144.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	191497.87
5-th percentile	192183.49
Q1	193458.89
median	194851.66
Q3	195186.1
95-th percentile	196382.47
Maximum	197144.02
Range	5646.1484
Interquartile range (IQR)	1727.2083

Descriptive statistics

Standard deviation	1248.4625
Coefficient of variation (CV)	0.0064212103
Kurtosis	-0.6383401
Mean	194427.9
Median Absolute Deviation (MAD)	676.32678
Skewness	-0.33674268
Sum	5.121231 × 10⁸
Variance	1558658.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
194474.81938437	34	1.2%
194960.929138694	16	0.6%
194907.857352331	13	0.5%
195057.033841623	12	0.4%
192874.514454351	11	0.4%
195477.913016234	11	0.4%
192672.067512964	11	0.4%
195030.072804422	10	0.4%
192209.323632506	10	0.4%
194265.067639805	8	0.3%
Other values (1480)	2498	88.1%
(Missing)	201	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191497.867040904	2	0.1%
191526.125663524	1	< 0.1%
191540.260492627	1	< 0.1%
191552.612967645	1	< 0.1%
191580.964968934	2	0.1%
191581.803953246	1	< 0.1%
191615.037104598	1	< 0.1%
191669.676111651	1	< 0.1%
191673.051071881	1	< 0.1%
191699.043549683	1	< 0.1%

Value	Count	Frequency (%)
197144.015440398	1	< 0.1%
197044.746327258	1	< 0.1%
197028.785113745	1	< 0.1%
196945.454641052	3	0.1%
196899.242661444	1	< 0.1%
196884.166631688	2	0.1%
196872.448012674	2	0.1%
196866.910861104	2	0.1%
196861.226817567	1	< 0.1%
196853.605651298	3	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	1490
Distinct (%)	56.6%
Missing	201
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	452175.1

Minimum	450379.22
Maximum	455710.43
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	450379.22
5-th percentile	450501.07
Q1	450708.89
median	451976.36
Q3	453307.55
95-th percentile	454725.82
Maximum	455710.43
Range	5331.2135
Interquartile range (IQR)	2598.665

Descriptive statistics

Standard deviation	1477.2516
Coefficient of variation (CV)	0.0032669901
Kurtosis	-1.094302
Mean	452175.1
Median Absolute Deviation (MAD)	1287.4455
Skewness	0.42113606
Sum	1.1910292 × 10⁹
Variance	2182272.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450422.374151297	34	1.2%
450652.212057734	16	0.6%
450641.278768893	13	0.5%
454786.019433577	12	0.4%
452525.219515622	11	0.4%
453929.325030582	11	0.4%
452221.960661496	11	0.4%
450537.21301229	10	0.4%
452067.039429636	10	0.4%
450433.691021245	8	0.3%
Other values (1480)	2498	88.1%
(Missing)	201	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
450379.216435725	1	< 0.1%
450387.139950052	2	0.1%
450388.329359668	5	0.2%
450391.53849739	1	< 0.1%
450392.774100774	3	0.1%
450400.49762862	2	0.1%
450404.173010287	3	0.1%
450404.707893709	1	< 0.1%
450406.804177438	3	0.1%
450415.700852123	2	0.1%

Value	Count	Frequency (%)
455710.429910779	8	0.3%
455689.567479919	2	0.1%
455588.317096857	3	0.1%
455510.91644523	2	0.1%
455484.478875325	1	< 0.1%
455430.406456381	1	< 0.1%
455426.290378741	1	< 0.1%
455422.498445639	1	< 0.1%
455411.720077741	1	< 0.1%
455362.439652942	1	< 0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

미용업	1121
일반미용업	688
<NA>	469
피부미용업	221
종합미용업	170
Other values (11)	166

Length

Max length	23
Median length	16
Mean length	4.3552028
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	1121	39.5%
일반미용업	688	24.3%
<NA>	469	16.5%
피부미용업	221	7.8%
종합미용업	170	6.0%
네일미용업	81	2.9%
피부미용업, 네일미용업	23	0.8%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	15	0.5%
일반미용업, 화장ㆍ분장 미용업	10	0.4%
화장ㆍ분장 미용업	9	0.3%
Other values (6)	28	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1172	39.3%
일반미용업	725	24.3%
na	469	15.7%
피부미용업	258	8.6%
종합미용업	170	5.7%
네일미용업	138	4.6%
화장ㆍ분장	51	1.7%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	0.9%
Missing	623
Missing (%)	22.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6428571

Minimum	0
Maximum	21
Zeros	1184
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	5
Maximum	21
Range	21
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4160118
Coefficient of variation (CV)	1.4706159
Kurtosis	13.319737
Mean	1.6428571
Median Absolute Deviation (MAD)	0
Skewness	2.7932409
Sum	3634
Variance	5.8371131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	1184	41.8%
3	332	11.7%
2	242	8.5%
4	192	6.8%
5	99	3.5%
1	78	2.8%
7	23	0.8%
6	23	0.8%
15	10	0.4%
8	6	0.2%
Other values (10)	23	0.8%
(Missing)	623	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1184	41.8%
1	78	2.8%
2	242	8.5%
3	332	11.7%
4	192	6.8%
5	99	3.5%
6	23	0.8%
7	23	0.8%
8	6	0.2%
9	4	0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
19	3	0.1%
18	3	0.1%
17	1	< 0.1%
16	1	< 0.1%
15	10	0.4%
14	1	< 0.1%
13	1	< 0.1%
12	4	0.1%
10	4	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.4%
Missing	1014
Missing (%)	35.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.36628226

Minimum	0
Maximum	7
Zeros	1261
Zeros (%)	44.5%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.68688248
Coefficient of variation (CV)	1.8752819
Kurtosis	23.112742
Mean	0.36628226
Median Absolute Deviation (MAD)	0
Skewness	3.6660741
Sum	667
Variance	0.47180754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1261	44.5%
1	509	18.0%
2	24	0.8%
3	15	0.5%
5	5	0.2%
6	3	0.1%
7	2	0.1%
4	2	0.1%
(Missing)	1014	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1261	44.5%
1	509	18.0%
2	24	0.8%
3	15	0.5%
4	2	0.1%
5	5	0.2%
6	3	0.1%
7	2	0.1%

Value	Count	Frequency (%)
7	2	0.1%
6	3	0.1%
5	5	0.2%
4	2	0.1%
3	15	0.5%
2	24	0.8%
1	509	18.0%
0	1261	44.5%

사용시작지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	12
Distinct (%)	0.6%
Missing	852
Missing (%)	30.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.2945033

Minimum	0
Maximum	206
Zeros	503
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	206
Range	206
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.7435766
Coefficient of variation (CV)	3.664399
Kurtosis	1752.1769
Mean	1.2945033
Median Absolute Deviation (MAD)	1
Skewness	40.624888
Sum	2567
Variance	22.501519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	915	32.3%
0	503	17.7%
2	389	13.7%
3	113	4.0%
4	33	1.2%
5	11	0.4%
7	8	0.3%
6	4	0.1%
10	3	0.1%
9	2	0.1%
Other values (2)	2	0.1%
(Missing)	852	30.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	503	17.7%
1	915	32.3%
2	389	13.7%
3	113	4.0%
4	33	1.2%
5	11	0.4%
6	4	0.1%
7	8	0.3%
9	2	0.1%
10	3	0.1%

Value	Count	Frequency (%)
206	1	< 0.1%
14	1	< 0.1%
10	3	0.1%
9	2	0.1%
7	8	0.3%
6	4	0.1%
5	11	0.4%
4	33	1.2%
3	113	4.0%
2	389	13.7%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	0.7%
Missing	1350
Missing (%)	47.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.5488215

Minimum	0
Maximum	14
Zeros	52
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	14
Range	14
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1049114
Coefficient of variation (CV)	0.71338843
Kurtosis	22.782129
Mean	1.5488215
Median Absolute Deviation (MAD)	0
Skewness	3.516912
Sum	2300
Variance	1.2208291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	885	31.2%
2	369	13.0%
3	115	4.1%
0	52	1.8%
4	38	1.3%
5	9	0.3%
7	7	0.2%
6	4	0.1%
10	3	0.1%
9	2	0.1%
(Missing)	1350	47.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	52	1.8%
1	885	31.2%
2	369	13.0%
3	115	4.1%
4	38	1.3%
5	9	0.3%
6	4	0.1%
7	7	0.2%
9	2	0.1%
10	3	0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
10	3	0.1%
9	2	0.1%
7	7	0.2%
6	4	0.1%
5	9	0.3%
4	38	1.3%
3	115	4.1%
2	369	13.0%
1	885	31.2%

사용시작지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	2120
0	601
1	103
2	7
3	3

Length

Max length	4
Median length	4
Mean length	3.2433862
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2120	74.8%
0	601	21.2%
1	103	3.6%
2	7	0.2%
3	3	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2120	74.8%
0	601	21.2%
1	103	3.6%
2	7	0.2%
3	3	0.1%
4	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	2579
0	147
1	99
2	7
3	3

Length

Max length	4
Median length	4
Mean length	3.7291005
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>	2579	91.0%
0	147	5.2%
1	99	3.5%
2	7	0.2%
3	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2579	91.0%
0	147	5.2%
1	99	3.5%
2	7	0.2%
3	3	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

0	1426
<NA>	1409

Length

Max length	4
Median length	1
Mean length	2.4910053
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1426	50.3%
<NA>	1409	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1426	50.3%
na	1409	49.7%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

0	1426
<NA>	1409

Length

Max length	4
Median length	1
Mean length	2.4910053
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1426	50.3%
<NA>	1409	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1426	50.3%
na	1409	49.7%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

0	1426
<NA>	1409

Length

Max length	4
Median length	1
Mean length	2.4910053
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1426	50.3%
<NA>	1409	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1426	50.3%
na	1409	49.7%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	509
Missing (%)	18.0%
Memory size	5.7 KiB

False	2321
True	5
(Missing)	509

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2321	81.9%
True	5	0.2%
(Missing)	509	18.0%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	1.4%
Missing	517
Missing (%)	18.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.0500431

Minimum	0
Maximum	131
Zeros	197
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	3
Q3	5
95-th percentile	10
Maximum	131
Range	131
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.2666918
Coefficient of variation (CV)	1.0534929
Kurtosis	345.60712
Mean	4.0500431
Median Absolute Deviation (MAD)	1
Skewness	13.054007
Sum	9388
Variance	18.204659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
3	789	27.8%
4	356	12.6%
2	333	11.7%
0	197	6.9%
5	174	6.1%
6	125	4.4%
8	76	2.7%
7	59	2.1%
10	46	1.6%
1	45	1.6%
Other values (23)	118	4.2%
(Missing)	517	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	197	6.9%
1	45	1.6%
2	333	11.7%
3	789	27.8%
4	356	12.6%
5	174	6.1%
6	125	4.4%
7	59	2.1%
8	76	2.7%
9	28	1.0%

Value	Count	Frequency (%)
131	1	< 0.1%
40	1	< 0.1%
36	1	< 0.1%
34	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
25	2	0.1%
24	1	< 0.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2835
Missing (%)	100.0%
Memory size	25.0 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	1945
임대	865
자가	25

Length

Max length	4
Median length	4
Mean length	3.372134
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>	1945	68.6%
임대	865	30.5%
자가	25	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1945	68.6%
임대	865	30.5%
자가	25	0.9%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	1861
0	974

Length

Max length	4
Median length	4
Mean length	2.9693122
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>	1861	65.6%
0	974	34.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1861	65.6%
0	974	34.4%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	1.2%
Missing	2345
Missing (%)	82.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.081632653

Minimum	0
Maximum	13
Zeros	470
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.66881254
Coefficient of variation (CV)	8.1929536
Kurtosis	289.33177
Mean	0.081632653
Median Absolute Deviation (MAD)	0
Skewness	15.67768
Sum	40
Variance	0.44731021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	470	16.6%
1	15	0.5%
3	2	0.1%
13	1	< 0.1%
4	1	< 0.1%
2	1	< 0.1%
(Missing)	2345	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	470	16.6%
1	15	0.5%
2	1	< 0.1%
3	2	0.1%
4	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
13	1	< 0.1%
4	1	< 0.1%
3	2	0.1%
2	1	< 0.1%
1	15	0.5%
0	470	16.6%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	2345
0	485
1	3
2	2

Length

Max length	4
Median length	4
Mean length	3.4814815
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>	2345	82.7%
0	485	17.1%
1	3	0.1%
2	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2345	82.7%
0	485	17.1%
1	3	0.1%
2	2	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	22.3 KiB

<NA>	1940
0	895

Length

Max length	4
Median length	4
Mean length	3.0529101
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>	1940	68.4%
0	895	31.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1940	68.4%
0	895	31.6%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.4%
Missing	1964
Missing (%)	69.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.91504018

Minimum	0
Maximum	14
Zeros	630
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	25.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	14
Range	14
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.9463237
Coefficient of variation (CV)	2.1270363
Kurtosis	9.3771738
Mean	0.91504018
Median Absolute Deviation (MAD)	0
Skewness	2.8254879
Sum	797
Variance	3.7881758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	630	22.2%
2	67	2.4%
1	51	1.8%
3	48	1.7%
4	17	0.6%
5	17	0.6%
6	15	0.5%
7	8	0.3%
8	7	0.2%
9	5	0.2%
Other values (2)	6	0.2%
(Missing)	1964	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	630	22.2%
1	51	1.8%
2	67	2.4%
3	48	1.7%
4	17	0.6%
5	17	0.6%
6	15	0.5%
7	8	0.3%
8	7	0.2%
9	5	0.2%

Value	Count	Frequency (%)
14	2	0.1%
10	4	0.1%
9	5	0.2%
8	7	0.2%
7	8	0.3%
6	15	0.5%
5	17	0.6%
4	17	0.6%
3	48	1.7%
2	67	2.4%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	469
Missing (%)	16.5%
Memory size	5.7 KiB

False	2365
True	1
(Missing)	469

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2365	83.4%
True	1	< 0.1%
(Missing)	469	16.5%

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	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3120000	3120000-204-1906-00294	19060216	<NA>	3	폐업	2	폐업	19971010	<NA>	<NA>	<NA>	02 3920413	72.71	120833	서울특별시 서대문구 창천동 20-27번지	<NA>	<NA>	가위앤가위	2002-04-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194636.40433	450457.88555	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3120000	3120000-204-1967-01562	19670125	<NA>	3	폐업	2	폐업	19990625	<NA>	<NA>	<NA>	0203521677	10.73	120841	서울특별시 서대문구 홍은동 9-38번지	<NA>	<NA>	희망	1999-06-30 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195454.033625	455426.290379	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3120000	3120000-204-1968-00404	19680817	<NA>	3	폐업	2	폐업	20090313	<NA>	<NA>	<NA>	3794163	12.22	120842	서울특별시 서대문구 홍은동 11-388번지	<NA>	<NA>	원	2003-06-30 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195173.040326	455110.696225	미용업	4	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3120000	3120000-204-1968-01558	19680530	<NA>	3	폐업	2	폐업	19990318	<NA>	<NA>	<NA>	0203862248	11.13	120100	서울특별시 서대문구 홍은동 48-201번지	<NA>	<NA>	우리	2002-04-09 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194874.258801	454437.09684	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3120000	3120000-204-1969-00431	19690701	<NA>	3	폐업	2	폐업	20070205	<NA>	<NA>	<NA>	3964222	59.44	120861	서울특별시 서대문구 홍제동 334-87번지	<NA>	<NA>	예스(Yes)헤어스케치	2004-02-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194323.20508	453944.564301	미용업	3	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3120000	3120000-204-1969-01381	19690319	<NA>	3	폐업	2	폐업	20070220	<NA>	<NA>	<NA>	3130709	16.17	120160	서울특별시 서대문구 대신동 124-8번지	<NA>	<NA>	롯데	2003-07-07 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195183.609736	451674.477574	미용업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3120000	3120000-204-1969-01398	19690128	<NA>	3	폐업	2	폐업	20090528	<NA>	<NA>	<NA>	3924954	15.60	120160	서울특별시 서대문구 대신동 124-16번지	<NA>	<NA>	깔롱헤어라인	2007-05-31 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195196.312336	451647.254957	미용업	5	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3120000	3120000-204-1969-01559	19691030	<NA>	3	폐업	2	폐업	19980409	<NA>	<NA>	<NA>	02 3563262	27.13	120841	서울특별시 서대문구 홍은동 9-92번지	<NA>	<NA>	조이머리방	2001-10-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195369.036375	455205.60923	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3120000	3120000-204-1970-00282	19700922	<NA>	3	폐업	2	폐업	20001029	<NA>	<NA>	<NA>	0203243681	23.76	120834	서울특별시 서대문구 창천동 33-45번지	<NA>	<NA>	계명	2002-12-09 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3120000	3120000-204-1970-00348	19701123	<NA>	3	폐업	2	폐업	20020903	<NA>	<NA>	<NA>	0203123729	13.78	120818	서울특별시 서대문구 북아현동 197-8번지	<NA>	<NA>	현	2002-04-08 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	195658.621292	451092.809067	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	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	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
2825	3120000	3120000-226-2014-00001	20140617	<NA>	3	폐업	2	폐업	20190531	<NA>	<NA>	<NA>	02 3122934	26.40	120808	서울특별시 서대문구 대현동 60-9번지	서울특별시 서대문구 이화여대길 42 (대현동)	3764	봉숭아 손톱	2019-05-31 12:52:22	U	2019-06-02 02:40:00.0	네일아트업	195147.402737	450735.341627	피부미용업, 네일미용업, 화장ㆍ분장 미용업	2	1	2	2	<NA>	<NA>	0	0	0	N	6	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	1	N
2826	3120000	3120000-226-2016-00001	20160322	<NA>	3	폐업	2	폐업	20171027	<NA>	<NA>	<NA>	02 394 2345	18.97	120857	서울특별시 서대문구 홍제동 238-2번지 1층	서울특별시 서대문구 세무서길 40, 1층 (홍제동)	3627	핑키네일	2017-10-27 13:41:09	I	2018-08-31 23:59:59.0	네일아트업	195153.605303	454157.737568	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	임대	0	0	0	0	1	N
2827	3120000	3120000-226-2018-00001	20180725	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 3324241	87.91	120834	서울특별시 서대문구 창천동 72-12번지 거화빌딩 케이스퀘어 신촌 2층 우측일부	서울특별시 서대문구 신촌로 73, 케이스퀘어 신촌 2층 우측일부호 (창천동)	3789	포쉬네일 신촌점	2019-03-12 09:51:34	U	2019-03-14 02:40:00.0	네일아트업	194170.408173	450453.360532	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	2	2	<NA>	<NA>	0	0	0	N	12	<NA>	<NA>	<NA>	임대	0	0	0	0	2	N
2828	3120000	3120000-226-2019-00001	20190611	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 3083188	45.00	120812	서울특별시 서대문구 북가좌동 294-21	서울특별시 서대문구 증가로25길 11, 1층 일부호 (북가좌동)	3682	보라다(BORADA)	2022-11-10 15:17:36	U	2021-10-31 23:02:00.0	네일아트업	192301.772545	453221.262281	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2829	3120000	3120000-226-2021-00001	20210126	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.40	120807	서울특별시 서대문구 남가좌동 346-24	서울특별시 서대문구 가재울로6길 53-55, 1층 (남가좌동)	3692	동네살롱	2021-01-26 11:53:48	I	2021-01-28 00:23:13.0	네일아트업	193162.168636	452713.30798	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	7	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
2830	3120000	3120000-226-2021-00002	2021-02-18	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	127.18	120-833	서울특별시 서대문구 창천동 18-5	서울특별시 서대문구 명물길 6, 9층 (창천동)	3777	더스무스 블랑드 신촌점	2023-05-10 11:33:30	U	2022-12-04 23:02:00.0	네일아트업	194398.900504	450561.690367	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2831	3120000	3120000-226-2022-00001	20220228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	43.19	120857	서울특별시 서대문구 홍제동 270-1 홍제역해링턴플레이스	서울특별시 서대문구 세무서8길 30, 41호 (홍제동, 홍제역해링턴플레이스)	3626	디디뷰티	2022-02-28 11:40:03	I	2022-03-02 00:22:36.0	네일아트업	195387.622258	454191.447093	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	9	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
2832	3120000	3120000-226-2022-00002	20220901	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	34.60	120012	서울특별시 서대문구 충정로2가 113-1	서울특별시 서대문구 충정로9길 4, 2층 (충정로2가)	3736	네일온	2022-09-01 13:45:01	I	2021-12-09 00:03:00.0	네일아트업	196853.605651	451352.1472	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2833	3120000	3120000-226-2022-00003	2022-09-13	<NA>	3	폐업	2	폐업	2023-05-31	<NA>	<NA>	<NA>	<NA>	28.53	120-808	서울특별시 서대문구 대현동 37-32 영타운 지웰 에스테이트	서울특별시 서대문구 이화여대5길 35, 영타운 지웰 에스테이트 지하1층 114호 (대현동)	3766	예넬	2023-05-31 13:15:24	U	2022-12-06 00:02:00.0	네일아트업	194960.929139	450652.212058	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2834	3120000	3120000-226-2023-00001	2023-01-09	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	20.00	120-808	서울특별시 서대문구 대현동 37-49	서울특별시 서대문구 이화여대5길 24, 2층 201호 (대현동)	3766	로렐아이래쉬	2023-07-31 15:06:27	I	2022-12-08 00:02:00.0	메이크업업	195010.725621	450686.278583	<NA>	<NA>	<NA>	<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

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common