gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	1954
Missing cells	25714
Missing cells (%)	28.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	773.0 KiB
Average record size in memory	405.1 B

Variable types

Categorical	16
Text	6
DateTime	4
Unsupported	7
Numeric	12
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	용산구
URL	https://data.seoul.go.kr/dataList/OA-17904/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (51.1%)	Imbalance
`사용끝지하층` is highly imbalanced (73.5%)	Imbalance
`건물소유구분명` is highly imbalanced (64.0%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.7%)	Imbalance
`인허가취소일자` has 1954 (100.0%) missing values	Missing
`폐업일자` has 654 (33.5%) missing values	Missing
`휴업시작일자` has 1954 (100.0%) missing values	Missing
`휴업종료일자` has 1954 (100.0%) missing values	Missing
`재개업일자` has 1954 (100.0%) missing values	Missing
`전화번호` has 606 (31.0%) missing values	Missing
`도로명주소` has 786 (40.2%) missing values	Missing
`도로명우편번호` has 793 (40.6%) missing values	Missing
`좌표정보(X)` has 96 (4.9%) missing values	Missing
`좌표정보(Y)` has 96 (4.9%) missing values	Missing
`건물지상층수` has 562 (28.8%) missing values	Missing
`건물지하층수` has 672 (34.4%) missing values	Missing
`사용시작지상층` has 893 (45.7%) missing values	Missing
`사용끝지상층` has 1548 (79.2%) missing values	Missing
`발한실여부` has 309 (15.8%) missing values	Missing
`좌석수` has 350 (17.9%) missing values	Missing
`조건부허가신고사유` has 1954 (100.0%) missing values	Missing
`조건부허가시작일자` has 1954 (100.0%) missing values	Missing
`조건부허가종료일자` has 1954 (100.0%) missing values	Missing
`여성종사자수` has 1534 (78.5%) missing values	Missing
`남성종사자수` has 1537 (78.7%) missing values	Missing
`침대수` has 1296 (66.3%) missing values	Missing
`다중이용업소여부` has 300 (15.4%) missing values	Missing
`건물지하층수` is highly skewed (γ1 = 29.55718632)	Skewed
`사용끝지상층` is highly skewed (γ1 = 20.11514163)	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
`소재지면적` has 83 (4.2%) zeros	Zeros
`건물지상층수` has 1117 (57.2%) zeros	Zeros
`건물지하층수` has 1224 (62.6%) zeros	Zeros
`사용시작지상층` has 657 (33.6%) zeros	Zeros
`사용끝지상층` has 97 (5.0%) zeros	Zeros
`좌석수` has 215 (11.0%) zeros	Zeros
`여성종사자수` has 345 (17.7%) zeros	Zeros
`남성종사자수` has 406 (20.8%) zeros	Zeros
`침대수` has 450 (23.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 03:22:34.001059
Analysis finished	2024-05-11 03:22:36.277902
Duration	2.28 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	15.4 KiB

3020000	1954

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3020000
2nd row	3020000
3rd row	3020000
4th row	3020000
5th row	3020000

Common Values

Value	Count	Frequency (%)
3020000	1954	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3020000	1954	100.0%

관리번호
Text

UNIQUE

Distinct	1954
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

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

Characters and Unicode

Total characters	42988
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	1954 ?
Unique (%)	100.0%

Sample

1st row	3020000-204-1960-00962
2nd row	3020000-204-1960-01025
3rd row	3020000-204-1962-00529
4th row	3020000-204-1963-01023
5th row	3020000-204-1964-00978

Value	Count	Frequency (%)
3020000-204-1960-00962	1	0.1%
3020000-211-2020-00016	1	0.1%
3020000-211-2020-00014	1	0.1%
3020000-211-2020-00013	1	0.1%
3020000-211-2020-00012	1	0.1%
3020000-211-2020-00011	1	0.1%
3020000-211-2020-00010	1	0.1%
3020000-211-2020-00009	1	0.1%
3020000-211-2020-00008	1	0.1%
3020000-211-2020-00007	1	0.1%
Other values (1944)	1944	99.5%

Most occurring characters

Value	Count	Frequency (%)
0	18627	43.3%
2	6482	15.1%
-	5862	13.6%
1	4230	9.8%
3	2662	6.2%
9	1525	3.5%
4	1250	2.9%
8	659	1.5%
5	614	1.4%
6	546	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37126	86.4%
Dash Punctuation	5862	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18627	50.2%
2	6482	17.5%
1	4230	11.4%
3	2662	7.2%
9	1525	4.1%
4	1250	3.4%
8	659	1.8%
5	614	1.7%
6	546	1.5%
7	531	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	5862	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	42988	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18627	43.3%
2	6482	15.1%
-	5862	13.6%
1	4230	9.8%
3	2662	6.2%
9	1525	3.5%
4	1250	2.9%
8	659	1.5%
5	614	1.4%
6	546	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42988	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18627	43.3%
2	6482	15.1%
-	5862	13.6%
1	4230	9.8%
3	2662	6.2%
9	1525	3.5%
4	1250	2.9%
8	659	1.5%
5	614	1.4%
6	546	1.3%

인허가일자
Date

Distinct	1625
Distinct (%)	83.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Minimum	1960-12-30 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

3	1300
1	654

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	1300	66.5%
1	654	33.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1300	66.5%
1	654	33.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

폐업	1300
영업/정상	654

Length

Max length	5
Median length	2
Mean length	3.0040942
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	1300	66.5%
영업/정상	654	33.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1300	66.5%
영업/정상	654	33.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

2	1300
1	654

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	1300	66.5%
1	654	33.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1300	66.5%
1	654	33.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

폐업	1300
영업	654

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	1300	66.5%
영업	654	33.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1300	66.5%
영업	654	33.5%

폐업일자
Date

MISSING

Distinct	1061
Distinct (%)	81.6%
Missing	654
Missing (%)	33.5%
Memory size	15.4 KiB

Minimum	1985-12-31 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

전화번호
Text

MISSING

Distinct	1196
Distinct (%)	88.7%
Missing	606
Missing (%)	31.0%
Memory size	15.4 KiB

Length

Max length	12
Median length	10
Mean length	10.10905
Min length	2

Characters and Unicode

Total characters	13627
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	1094 ?
Unique (%)	81.2%

Sample

1st row	02 7936966
2nd row	0207536014
3rd row	02 7926694
4th row	02 7943767
5th row	0207952883

Value	Count	Frequency (%)
02	979	38.5%
749	22	0.9%
070	16	0.6%
794	15	0.6%
00000	15	0.6%
797	15	0.6%
790	14	0.6%
798	12	0.5%
792	12	0.5%
793	12	0.5%
Other values (1215)	1430	56.3%

Most occurring characters

Value	Count	Frequency (%)
0	2504	18.4%
7	1993	14.6%
2	1975	14.5%
	1463	10.7%
9	1304	9.6%
3	812	6.0%
1	764	5.6%
4	738	5.4%
5	732	5.4%
8	677	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12164	89.3%
Space Separator	1463	10.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2504	20.6%
7	1993	16.4%
2	1975	16.2%
9	1304	10.7%
3	812	6.7%
1	764	6.3%
4	738	6.1%
5	732	6.0%
8	677	5.6%
6	665	5.5%

Space Separator

Value	Count	Frequency (%)
	1463	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13627	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2504	18.4%
7	1993	14.6%
2	1975	14.5%
	1463	10.7%
9	1304	9.6%
3	812	6.0%
1	764	5.6%
4	738	5.4%
5	732	5.4%
8	677	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13627	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2504	18.4%
7	1993	14.6%
2	1975	14.5%
	1463	10.7%
9	1304	9.6%
3	812	6.0%
1	764	5.6%
4	738	5.4%
5	732	5.4%
8	677	5.0%

소재지면적
Real number (ℝ)

ZEROS

Distinct	1143
Distinct (%)	58.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.718567

Minimum	0
Maximum	553.97
Zeros	83
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	8.552
Q1	18.0875
median	29.16
Q3	51.65
95-th percentile	132.5165
Maximum	553.97
Range	553.97
Interquartile range (IQR)	33.5625

Descriptive statistics

Standard deviation	47.206641
Coefficient of variation (CV)	1.0797847
Kurtosis	23.88397
Mean	43.718567
Median Absolute Deviation (MAD)	12.66
Skewness	3.833872
Sum	85426.08
Variance	2228.4669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	83	4.2%
33.0	57	2.9%
26.4	28	1.4%
16.5	27	1.4%
19.8	23	1.2%
23.1	20	1.0%
49.5	19	1.0%
13.2	17	0.9%
30.0	16	0.8%
66.0	12	0.6%
Other values (1133)	1652	84.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	83	4.2%
3.3	4	0.2%
3.98	1	0.1%
6.5	1	0.1%
6.6	2	0.1%
7.0	1	0.1%
7.2	1	0.1%
7.5	1	0.1%
8.0	1	0.1%
8.25	1	0.1%

Value	Count	Frequency (%)
553.97	1	0.1%
530.48	1	0.1%
467.55	1	0.1%
362.82	1	0.1%
358.57	1	0.1%
346.78	1	0.1%
329.0	1	0.1%
327.6	1	0.1%
322.49	1	0.1%
315.01	1	0.1%

소재지우편번호
Text

Distinct	188
Distinct (%)	9.6%
Missing	2
Missing (%)	0.1%
Memory size	15.4 KiB

Length

Max length	7
Median length	6
Mean length	6.1055328
Min length	6

Characters and Unicode

Total characters	11918
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	39 ?
Unique (%)	2.0%

Sample

1st row	140871
2nd row	140833
3rd row	140883
4th row	140858
5th row	140823

Value	Count	Frequency (%)
140823	86	4.4%
140832	68	3.5%
140132	68	3.5%
140133	58	3.0%
140863	52	2.7%
140833	49	2.5%
140887	48	2.5%
140858	47	2.4%
140861	42	2.2%
140854	41	2.1%
Other values (178)	1393	71.4%

Most occurring characters

Value	Count	Frequency (%)
0	2607	21.9%
1	2533	21.3%
4	2246	18.8%
8	1668	14.0%
3	675	5.7%
2	617	5.2%
9	400	3.4%
5	350	2.9%
6	328	2.8%
7	288	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11712	98.3%
Dash Punctuation	206	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2607	22.3%
1	2533	21.6%
4	2246	19.2%
8	1668	14.2%
3	675	5.8%
2	617	5.3%
9	400	3.4%
5	350	3.0%
6	328	2.8%
7	288	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	206	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11918	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2607	21.9%
1	2533	21.3%
4	2246	18.8%
8	1668	14.0%
3	675	5.7%
2	617	5.2%
9	400	3.4%
5	350	2.9%
6	328	2.8%
7	288	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11918	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2607	21.9%
1	2533	21.3%
4	2246	18.8%
8	1668	14.0%
3	675	5.7%
2	617	5.2%
9	400	3.4%
5	350	2.9%
6	328	2.8%
7	288	2.4%

지번주소
Text

Distinct	1613
Distinct (%)	82.6%
Missing	2
Missing (%)	0.1%
Memory size	15.4 KiB

Length

Max length	55
Median length	47
Mean length	25.170082
Min length	16

Characters and Unicode

Total characters	49132
Distinct characters	269
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	1401 ?
Unique (%)	71.8%

Sample

1st row	서울특별시 용산구 한강로2가 179-0번지
2nd row	서울특별시 용산구 용산동2가 2-0번지
3rd row	서울특별시 용산구 한강로3가 65-54번지
4th row	서울특별시 용산구 이태원동 13-0번지
5th row	서울특별시 용산구 보광동 238-25번지

Value	Count	Frequency (%)
서울특별시	1952	21.5%
용산구	1951	21.5%
한남동	275	3.0%
이태원동	247	2.7%
보광동	179	2.0%
이촌동	167	1.8%
1층	165	1.8%
한강로2가	118	1.3%
용산동2가	101	1.1%
후암동	99	1.1%
Other values (1673)	3813	42.1%

Most occurring characters

Value	Count	Frequency (%)
	8668	17.6%
용	2276	4.6%
산	2238	4.6%
서	2019	4.1%
2	1990	4.1%
시	1974	4.0%
울	1962	4.0%
구	1953	4.0%
특	1952	4.0%
별	1952	4.0%
Other values (259)	22148	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28704	58.4%
Decimal Number	9805	20.0%
Space Separator	8668	17.6%
Dash Punctuation	1771	3.6%
Uppercase Letter	55	0.1%
Open Punctuation	46	0.1%
Close Punctuation	46	0.1%
Other Punctuation	32	0.1%
Lowercase Letter	3	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
용	2276	7.9%
산	2238	7.8%
서	2019	7.0%
시	1974	6.9%
울	1962	6.8%
구	1953	6.8%
특	1952	6.8%
별	1952	6.8%
동	1708	6.0%
지	1642	5.7%
Other values (226)	9028	31.5%

Uppercase Letter

Value	Count	Frequency (%)
B	20	36.4%
G	7	12.7%
L	7	12.7%
A	6	10.9%
C	4	7.3%
D	4	7.3%
K	1	1.8%
P	1	1.8%
E	1	1.8%
S	1	1.8%
Other values (3)	3	5.5%

Decimal Number

Value	Count	Frequency (%)
2	1990	20.3%
1	1951	19.9%
3	1207	12.3%
0	903	9.2%
4	812	8.3%
5	727	7.4%
6	712	7.3%
7	581	5.9%
8	469	4.8%
9	453	4.6%

Lowercase Letter

Value	Count	Frequency (%)
j	1	33.3%
c	1	33.3%
b	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	29	90.6%
.	3	9.4%

Space Separator

Value	Count	Frequency (%)
	8668	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1771	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	46	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	46	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28704	58.4%
Common	20370	41.5%
Latin	58	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
용	2276	7.9%
산	2238	7.8%
서	2019	7.0%
시	1974	6.9%
울	1962	6.8%
구	1953	6.8%
특	1952	6.8%
별	1952	6.8%
동	1708	6.0%
지	1642	5.7%
Other values (226)	9028	31.5%

Common

Value	Count	Frequency (%)
	8668	42.6%
2	1990	9.8%
1	1951	9.6%
-	1771	8.7%
3	1207	5.9%
0	903	4.4%
4	812	4.0%
5	727	3.6%
6	712	3.5%
7	581	2.9%
Other values (7)	1048	5.1%

Latin

Value	Count	Frequency (%)
B	20	34.5%
G	7	12.1%
L	7	12.1%
A	6	10.3%
C	4	6.9%
D	4	6.9%
K	1	1.7%
P	1	1.7%
E	1	1.7%
S	1	1.7%
Other values (6)	6	10.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28704	58.4%
ASCII	20428	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8668	42.4%
2	1990	9.7%
1	1951	9.6%
-	1771	8.7%
3	1207	5.9%
0	903	4.4%
4	812	4.0%
5	727	3.6%
6	712	3.5%
7	581	2.8%
Other values (23)	1106	5.4%

Hangul

Value	Count	Frequency (%)
용	2276	7.9%
산	2238	7.8%
서	2019	7.0%
시	1974	6.9%
울	1962	6.8%
구	1953	6.8%
특	1952	6.8%
별	1952	6.8%
동	1708	6.0%
지	1642	5.7%
Other values (226)	9028	31.5%

도로명주소
Text

MISSING

Distinct	1098
Distinct (%)	94.0%
Missing	786
Missing (%)	40.2%
Memory size	15.4 KiB

Length

Max length	64
Median length	53
Mean length	33.923801
Min length	21

Characters and Unicode

Total characters	39623
Distinct characters	276
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	1034 ?
Unique (%)	88.5%

Sample

1st row	서울특별시 용산구 이촌로75길 6 (이촌동)
2nd row	서울특별시 용산구 이촌로 224 (이촌동)
3rd row	서울특별시 용산구 청파로45길 34 (청파동2가)
4th row	서울특별시 용산구 이태원로27길 101 (한남동, 1층 101호)
5th row	서울특별시 용산구 이촌로 264, 지층 12호 (이촌동, 삼익상가)

Value	Count	Frequency (%)
서울특별시	1168	15.2%
용산구	1167	15.2%
1층	294	3.8%
2층	170	2.2%
한남동	155	2.0%
이태원동	129	1.7%
한강대로	120	1.6%
이촌동	101	1.3%
한강로2가	93	1.2%
보광동	78	1.0%
Other values (1132)	4221	54.8%

Most occurring characters

Value	Count	Frequency (%)
	6542	16.5%
1	1710	4.3%
로	1432	3.6%
용	1394	3.5%
산	1372	3.5%
서	1310	3.3%
,	1258	3.2%
2	1256	3.2%
(	1196	3.0%
)	1196	3.0%
Other values (266)	20957	52.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22562	56.9%
Space Separator	6542	16.5%
Decimal Number	6519	16.5%
Other Punctuation	1261	3.2%
Open Punctuation	1196	3.0%
Close Punctuation	1196	3.0%
Dash Punctuation	216	0.5%
Uppercase Letter	113	0.3%
Lowercase Letter	14	< 0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1432	6.3%
용	1394	6.2%
산	1372	6.1%
서	1310	5.8%
시	1195	5.3%
울	1177	5.2%
구	1169	5.2%
특	1168	5.2%
별	1168	5.2%
동	1053	4.7%
Other values (228)	10124	44.9%

Decimal Number

Value	Count	Frequency (%)
1	1710	26.2%
2	1256	19.3%
3	652	10.0%
0	628	9.6%
4	543	8.3%
5	438	6.7%
6	372	5.7%
7	366	5.6%
9	321	4.9%
8	233	3.6%

Uppercase Letter

Value	Count	Frequency (%)
B	70	61.9%
A	11	9.7%
L	7	6.2%
G	7	6.2%
C	7	6.2%
D	7	6.2%
K	1	0.9%
R	1	0.9%
N	1	0.9%
U	1	0.9%

Lowercase Letter

Value	Count	Frequency (%)
b	4	28.6%
r	2	14.3%
j	1	7.1%
c	1	7.1%
e	1	7.1%
w	1	7.1%
o	1	7.1%
t	1	7.1%
k	1	7.1%
a	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	1258	99.8%
.	2	0.2%
?	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6542	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1196	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1196	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	216	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22562	56.9%
Common	16934	42.7%
Latin	127	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1432	6.3%
용	1394	6.2%
산	1372	6.1%
서	1310	5.8%
시	1195	5.3%
울	1177	5.2%
구	1169	5.2%
특	1168	5.2%
별	1168	5.2%
동	1053	4.7%
Other values (228)	10124	44.9%

Latin

Value	Count	Frequency (%)
B	70	55.1%
A	11	8.7%
L	7	5.5%
G	7	5.5%
C	7	5.5%
D	7	5.5%
b	4	3.1%
r	2	1.6%
K	1	0.8%
R	1	0.8%
Other values (10)	10	7.9%

Common

Value	Count	Frequency (%)
	6542	38.6%
1	1710	10.1%
,	1258	7.4%
2	1256	7.4%
(	1196	7.1%
)	1196	7.1%
3	652	3.9%
0	628	3.7%
4	543	3.2%
5	438	2.6%
Other values (8)	1515	8.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22562	56.9%
ASCII	17061	43.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6542	38.3%
1	1710	10.0%
,	1258	7.4%
2	1256	7.4%
(	1196	7.0%
)	1196	7.0%
3	652	3.8%
0	628	3.7%
4	543	3.2%
5	438	2.6%
Other values (28)	1642	9.6%

Hangul

Value	Count	Frequency (%)
로	1432	6.3%
용	1394	6.2%
산	1372	6.1%
서	1310	5.8%
시	1195	5.3%
울	1177	5.2%
구	1169	5.2%
특	1168	5.2%
별	1168	5.2%
동	1053	4.7%
Other values (228)	10124	44.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	119
Distinct (%)	10.2%
Missing	793
Missing (%)	40.6%
Infinite	0
Infinite (%)	0.0%
Mean	4368.8984

Minimum	4004
Maximum	4428
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	4004
5-th percentile	4310
Q1	4337
median	4376
Q3	4401
95-th percentile	4426
Maximum	4428
Range	424
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	38.815501
Coefficient of variation (CV)	0.0088845054
Kurtosis	5.3311561
Mean	4368.8984
Median Absolute Deviation (MAD)	31
Skewness	-0.79329174
Sum	5072291
Variance	1506.6431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4378	74	3.8%
4426	41	2.1%
4313	40	2.0%
4427	38	1.9%
4391	28	1.4%
4394	27	1.4%
4345	27	1.4%
4315	25	1.3%
4387	25	1.3%
4385	24	1.2%
Other values (109)	812	41.6%
(Missing)	793	40.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4004	1	0.1%
4300	6	0.3%
4301	2	0.1%
4302	1	0.1%
4303	5	0.3%
4304	3	0.2%
4305	9	0.5%
4306	1	0.1%
4307	8	0.4%
4308	3	0.2%

Value	Count	Frequency (%)
4428	3	0.2%
4427	38	1.9%
4426	41	2.1%
4425	2	0.1%
4424	4	0.2%
4423	13	0.7%
4421	1	0.1%
4420	24	1.2%
4419	23	1.2%
4417	7	0.4%

사업장명
Text

Distinct	1723
Distinct (%)	88.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Length

Max length	38
Median length	28
Mean length	6.0844422
Min length	1

Characters and Unicode

Total characters	11889
Distinct characters	639
Distinct categories	11 ?
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	1559 ?
Unique (%)	79.8%

Sample

1st row	김정혜헤어라인
2nd row	선천
3rd row	유미미용실
4th row	가나다
5th row	비너스

Value	Count	Frequency (%)
미용실	38	1.6%
헤어	21	0.9%
용산점	18	0.7%
hair	18	0.7%
영	13	0.5%
nail	13	0.5%
에스테틱	10	0.4%
블루클럽	9	0.4%
더	9	0.4%
네일	9	0.4%
Other values (1895)	2274	93.5%

Most occurring characters

Value	Count	Frequency (%)
어	637	5.4%
헤	606	5.1%
	478	4.0%
미	393	3.3%
용	321	2.7%
스	293	2.5%
이	274	2.3%
실	262	2.2%
리	251	2.1%
)	175	1.5%
Other values (629)	8199	69.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9634	81.0%
Lowercase Letter	760	6.4%
Uppercase Letter	535	4.5%
Space Separator	478	4.0%
Close Punctuation	175	1.5%
Open Punctuation	173	1.5%
Other Punctuation	76	0.6%
Decimal Number	53	0.4%
Math Symbol	2	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	637	6.6%
헤	606	6.3%
미	393	4.1%
용	321	3.3%
스	293	3.0%
이	274	2.8%
실	262	2.7%
리	251	2.6%
일	144	1.5%
아	140	1.5%
Other values (556)	6313	65.5%

Lowercase Letter

Value	Count	Frequency (%)
a	114	15.0%
i	91	12.0%
e	80	10.5%
r	55	7.2%
l	54	7.1%
o	50	6.6%
n	46	6.1%
h	41	5.4%
t	35	4.6%
u	33	4.3%
Other values (15)	161	21.2%

Uppercase Letter

Value	Count	Frequency (%)
A	65	12.1%
N	45	8.4%
L	40	7.5%
E	39	7.3%
B	36	6.7%
S	30	5.6%
O	29	5.4%
H	27	5.0%
I	27	5.0%
M	23	4.3%
Other values (15)	174	32.5%

Decimal Number

Value	Count	Frequency (%)
1	19	35.8%
2	10	18.9%
0	9	17.0%
3	6	11.3%
5	3	5.7%
9	2	3.8%
8	2	3.8%
7	1	1.9%
4	1	1.9%

Other Punctuation

Value	Count	Frequency (%)
?	32	42.1%
&	18	23.7%
.	8	10.5%
'	8	10.5%
#	5	6.6%
,	3	3.9%
%	1	1.3%
:	1	1.3%

Space Separator

Value	Count	Frequency (%)
	478	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	175	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	173	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9634	81.0%
Latin	1295	10.9%
Common	960	8.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	637	6.6%
헤	606	6.3%
미	393	4.1%
용	321	3.3%
스	293	3.0%
이	274	2.8%
실	262	2.7%
리	251	2.6%
일	144	1.5%
아	140	1.5%
Other values (556)	6313	65.5%

Latin

Value	Count	Frequency (%)
a	114	8.8%
i	91	7.0%
e	80	6.2%
A	65	5.0%
r	55	4.2%
l	54	4.2%
o	50	3.9%
n	46	3.6%
N	45	3.5%
h	41	3.2%
Other values (40)	654	50.5%

Common

Value	Count	Frequency (%)
	478	49.8%
)	175	18.2%
(	173	18.0%
?	32	3.3%
1	19	2.0%
&	18	1.9%
2	10	1.0%
0	9	0.9%
.	8	0.8%
'	8	0.8%
Other values (13)	30	3.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9634	81.0%
ASCII	2255	19.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	637	6.6%
헤	606	6.3%
미	393	4.1%
용	321	3.3%
스	293	3.0%
이	274	2.8%
실	262	2.7%
리	251	2.6%
일	144	1.5%
아	140	1.5%
Other values (556)	6313	65.5%

ASCII

Value	Count	Frequency (%)
	478	21.2%
)	175	7.8%
(	173	7.7%
a	114	5.1%
i	91	4.0%
e	80	3.5%
A	65	2.9%
r	55	2.4%
l	54	2.4%
o	50	2.2%
Other values (63)	920	40.8%

최종수정일자
Date

Distinct	1466
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

Minimum	1999-01-06 00:00:00
Maximum	2024-05-09 10:24:06

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

I	1513
U	433
D	8

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	1513	77.4%
U	433	22.2%
D	8	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1513	77.4%
u	433	22.2%
d	8	0.4%

데이터갱신일자
Date

Distinct	551
Distinct (%)	28.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

일반미용업	1478
피부미용업	265
네일아트업	164
메이크업업	43
기타	4

Length

Max length	5
Median length	5
Mean length	4.9938588
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	1478	75.6%
피부미용업	265	13.6%
네일아트업	164	8.4%
메이크업업	43	2.2%
기타	4	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	1478	75.6%
피부미용업	265	13.6%
네일아트업	164	8.4%
메이크업업	43	2.2%
기타	4	0.2%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	1078
Distinct (%)	58.0%
Missing	96
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	198181.02

Minimum	192097.52
Maximum	201187.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	192097.52
5-th percentile	196271.89
Q1	197037.18
median	197804.89
Q3	199585.49
95-th percentile	200480.93
Maximum	201187.7
Range	9090.1765
Interquartile range (IQR)	2548.304

Descriptive statistics

Standard deviation	1417.9178
Coefficient of variation (CV)	0.0071546599
Kurtosis	-1.068681
Mean	198181.02
Median Absolute Deviation (MAD)	1097.8293
Skewness	0.20185953
Sum	3.6822033 × 10⁸
Variance	2010490.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
196861.350875235	29	1.5%
197527.309705578	18	0.9%
197811.954980013	18	0.9%
196762.077394917	16	0.8%
197011.0	16	0.8%
197450.277644237	16	0.8%
197011.737528847	15	0.8%
195547.140326252	14	0.7%
197221.439324261	13	0.7%
197071.403205622	13	0.7%
Other values (1068)	1690	86.5%
(Missing)	96	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
192097.519545642	1	0.1%
195547.140326252	14	0.7%
195563.535062555	2	0.1%
195563.788982635	2	0.1%
195624.541967859	1	0.1%
195626.865584206	2	0.1%
195636.891564481	1	0.1%
195698.926268495	1	0.1%
195719.498339194	2	0.1%
195751.834976202	2	0.1%

Value	Count	Frequency (%)
201187.696032399	1	0.1%
201085.355495115	1	0.1%
201043.530898034	1	0.1%
200976.869287647	1	0.1%
200939.299261016	1	0.1%
200922.970395183	1	0.1%
200905.051752862	1	0.1%
200851.73321483	1	0.1%
200837.136549128	2	0.1%
200834.388023075	2	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	1078
Distinct (%)	58.0%
Missing	96
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	448120.31

Minimum	446114.16
Maximum	450313.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	446114.16
5-th percentile	446427.14
Q1	447430.1
median	448048.37
Q3	448814.78
95-th percentile	449713.65
Maximum	450313.41
Range	4199.258
Interquartile range (IQR)	1384.6826

Descriptive statistics

Standard deviation	954.68394
Coefficient of variation (CV)	0.0021304188
Kurtosis	-0.60359376
Mean	448120.31
Median Absolute Deviation (MAD)	650.77696
Skewness	0.038638242
Sum	8.3260754 × 10⁸
Variance	911421.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
447226.720509901	29	1.5%
446787.344790036	18	0.9%
446248.255892098	18	0.9%
447480.039577359	16	0.8%
447404.0	16	0.8%
446437.197878548	16	0.8%
447430.100250997	15	0.8%
447976.775939762	14	0.7%
446524.508385914	13	0.7%
447073.62284187	13	0.7%
Other values (1068)	1690	86.5%
(Missing)	96	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
446114.155238838	6	0.3%
446178.85892605	4	0.2%
446194.350546744	2	0.1%
446202.36502252	2	0.1%
446221.69071399	1	0.1%
446233.81723078	5	0.3%
446242.346265603	1	0.1%
446243.198701013	2	0.1%
446246.110967125	4	0.2%
446248.255892098	18	0.9%

Value	Count	Frequency (%)
450313.413235717	1	0.1%
450272.711607398	1	0.1%
450247.06018934	2	0.1%
450244.186706939	1	0.1%
450218.180711465	1	0.1%
450213.426129678	1	0.1%
450186.758623284	2	0.1%
450171.953371765	1	0.1%
450170.223836736	1	0.1%
450126.951675139	2	0.1%

위생업태명
Categorical

Distinct	17
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

미용업	700
일반미용업	574
<NA>	300
피부미용업	168
종합미용업	63
Other values (12)	149

Length

Max length	23
Median length	19
Mean length	4.6816786
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	700	35.8%
일반미용업	574	29.4%
<NA>	300	15.4%
피부미용업	168	8.6%
종합미용업	63	3.2%
네일미용업	52	2.7%
피부미용업, 네일미용업	23	1.2%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	17	0.9%
일반미용업, 화장ㆍ분장 미용업	12	0.6%
네일미용업, 화장ㆍ분장 미용업	9	0.5%
Other values (7)	36	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	763	35.7%
일반미용업	616	28.9%
na	300	14.1%
피부미용업	214	10.0%
네일미용업	116	5.4%
종합미용업	63	3.0%
화장ㆍ분장	63	3.0%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	1.1%
Missing	562
Missing (%)	28.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.62931034

Minimum	0
Maximum	42
Zeros	1117
Zeros (%)	57.2%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.45
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4822481
Coefficient of variation (CV)	3.9443943
Kurtosis	175.38871
Mean	0.62931034
Median Absolute Deviation (MAD)	0
Skewness	11.741904
Sum	876
Variance	6.1615558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1117	57.2%
2	82	4.2%
1	77	3.9%
3	46	2.4%
4	34	1.7%
5	20	1.0%
6	4	0.2%
7	3	0.2%
10	2	0.1%
17	1	0.1%
Other values (6)	6	0.3%
(Missing)	562	28.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1117	57.2%
1	77	3.9%
2	82	4.2%
3	46	2.4%
4	34	1.7%
5	20	1.0%
6	4	0.2%
7	3	0.2%
9	1	0.1%
10	2	0.1%

Value	Count	Frequency (%)
42	1	0.1%
40	1	0.1%
39	1	0.1%
37	1	0.1%
17	1	0.1%
12	1	0.1%
10	2	0.1%
9	1	0.1%
7	3	0.2%
6	4	0.2%

건물지하층수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	8
Distinct (%)	0.6%
Missing	672
Missing (%)	34.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.099063963

Minimum	0
Maximum	40
Zeros	1224
Zeros (%)	62.6%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	40
Range	40
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1966708
Coefficient of variation (CV)	12.079779
Kurtosis	969.92908
Mean	0.099063963
Median Absolute Deviation (MAD)	0
Skewness	29.557186
Sum	127
Variance	1.432021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1224	62.6%
1	45	2.3%
2	5	0.3%
3	4	0.2%
4	1	0.1%
40	1	0.1%
7	1	0.1%
9	1	0.1%
(Missing)	672	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1224	62.6%
1	45	2.3%
2	5	0.3%
3	4	0.2%
4	1	0.1%
7	1	0.1%
9	1	0.1%
40	1	0.1%

Value	Count	Frequency (%)
40	1	0.1%
9	1	0.1%
7	1	0.1%
4	1	0.1%
3	4	0.2%
2	5	0.3%
1	45	2.3%
0	1224	62.6%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.8%
Missing	893
Missing (%)	45.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.61545712

Minimum	0
Maximum	8
Zeros	657
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0635942
Coefficient of variation (CV)	1.7281369
Kurtosis	11.775958
Mean	0.61545712
Median Absolute Deviation (MAD)	0
Skewness	2.8827771
Sum	653
Variance	1.1312326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	657	33.6%
1	263	13.5%
2	91	4.7%
3	26	1.3%
5	11	0.6%
4	5	0.3%
6	4	0.2%
8	3	0.2%
7	1	0.1%
(Missing)	893	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	657	33.6%
1	263	13.5%
2	91	4.7%
3	26	1.3%
4	5	0.3%
5	11	0.6%
6	4	0.2%
7	1	0.1%
8	3	0.2%

Value	Count	Frequency (%)
8	3	0.2%
7	1	0.1%
6	4	0.2%
5	11	0.6%
4	5	0.3%
3	26	1.3%
2	91	4.7%
1	263	13.5%
0	657	33.6%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	2.5%
Missing	1548
Missing (%)	79.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.9359606

Minimum	0
Maximum	701
Zeros	97
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	701
Range	701
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	34.749557
Coefficient of variation (CV)	11.835839
Kurtosis	405.07429
Mean	2.9359606
Median Absolute Deviation (MAD)	1
Skewness	20.115142
Sum	1192
Variance	1207.5317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	201	10.3%
0	97	5.0%
2	67	3.4%
3	24	1.2%
5	10	0.5%
4	3	0.2%
701	1	0.1%
7	1	0.1%
6	1	0.1%
9	1	0.1%
(Missing)	1548	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	97	5.0%
1	201	10.3%
2	67	3.4%
3	24	1.2%
4	3	0.2%
5	10	0.5%
6	1	0.1%
7	1	0.1%
9	1	0.1%
701	1	0.1%

Value	Count	Frequency (%)
701	1	0.1%
9	1	0.1%
7	1	0.1%
6	1	0.1%
5	10	0.5%
4	3	0.2%
3	24	1.2%
2	67	3.4%
1	201	10.3%
0	97	5.0%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1182
0	708
1	51
2	13

Length

Max length	4
Median length	4
Mean length	2.814739
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>	1182	60.5%
0	708	36.2%
1	51	2.6%
2	13	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1182	60.5%
0	708	36.2%
1	51	2.6%
2	13	0.7%

사용끝지하층
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1776
0	134
1	36
2	8

Length

Max length	4
Median length	4
Mean length	3.7267144
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>	1776	90.9%
0	134	6.9%
1	36	1.8%
2	8	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1776	90.9%
0	134	6.9%
1	36	1.8%
2	8	0.4%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

0	1263
<NA>	691

Length

Max length	4
Median length	1
Mean length	2.0609007
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 (%)
0	1263	64.6%
<NA>	691	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1263	64.6%
na	691	35.4%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

0	1263
<NA>	691

Length

Max length	4
Median length	1
Mean length	2.0609007
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 (%)
0	1263	64.6%
<NA>	691	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1263	64.6%
na	691	35.4%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

0	1263
<NA>	691

Length

Max length	4
Median length	1
Mean length	2.0609007
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 (%)
0	1263	64.6%
<NA>	691	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1263	64.6%
na	691	35.4%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	309
Missing (%)	15.8%
Memory size	3.9 KiB

False	1645
(Missing)	309

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1645	84.2%
(Missing)	309	15.8%

좌석수
Real number (ℝ)

MISSING ZEROS

Distinct	22
Distinct (%)	1.4%
Missing	350
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.3996259

Minimum	0
Maximum	32
Zeros	215
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	32
Range	32
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7189912
Coefficient of variation (CV)	0.79979129
Kurtosis	15.184753
Mean	3.3996259
Median Absolute Deviation (MAD)	1
Skewness	2.6790913
Sum	5453
Variance	7.3929131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
3	523	26.8%
2	287	14.7%
4	236	12.1%
0	215	11.0%
5	114	5.8%
6	69	3.5%
7	34	1.7%
8	32	1.6%
1	23	1.2%
10	18	0.9%
Other values (12)	53	2.7%
(Missing)	350	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	215	11.0%
1	23	1.2%
2	287	14.7%
3	523	26.8%
4	236	12.1%
5	114	5.8%
6	69	3.5%
7	34	1.7%
8	32	1.6%
9	17	0.9%

Value	Count	Frequency (%)
32	1	0.1%
24	1	0.1%
21	2	0.1%
18	3	0.2%
17	1	0.1%
16	3	0.2%
15	1	0.1%
14	6	0.3%
13	3	0.2%
12	12	0.6%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1954
Missing (%)	100.0%
Memory size	17.3 KiB

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1707
임대	240
자가	7

Length

Max length	4
Median length	4
Mean length	3.7471853
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>	1707	87.4%
임대	240	12.3%
자가	7	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1707	87.4%
임대	240	12.3%
자가	7	0.4%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1263
0	691

Length

Max length	4
Median length	4
Mean length	2.9390993
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>	1263	64.6%
0	691	35.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1263	64.6%
0	691	35.4%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	2.4%
Missing	1534
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.35

Minimum	0
Maximum	14
Zeros	345
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.284709
Coefficient of variation (CV)	3.6705973
Kurtosis	58.183586
Mean	0.35
Median Absolute Deviation (MAD)	0
Skewness	6.9721739
Sum	147
Variance	1.6504773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	345	17.7%
1	55	2.8%
2	11	0.6%
5	3	0.2%
14	1	0.1%
10	1	0.1%
12	1	0.1%
8	1	0.1%
4	1	0.1%
7	1	0.1%
(Missing)	1534	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	345	17.7%
1	55	2.8%
2	11	0.6%
4	1	0.1%
5	3	0.2%
7	1	0.1%
8	1	0.1%
10	1	0.1%
12	1	0.1%
14	1	0.1%

Value	Count	Frequency (%)
14	1	0.1%
12	1	0.1%
10	1	0.1%
8	1	0.1%
7	1	0.1%
5	3	0.2%
4	1	0.1%
2	11	0.6%
1	55	2.8%
0	345	17.7%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	1.4%
Missing	1537
Missing (%)	78.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.059952038

Minimum	0
Maximum	5
Zeros	406
Zeros (%)	20.8%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.44802236
Coefficient of variation (CV)	7.473013
Kurtosis	89.328198
Mean	0.059952038
Median Absolute Deviation (MAD)	0
Skewness	9.1292779
Sum	25
Variance	0.20072404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	406	20.8%
1	6	0.3%
5	2	0.1%
4	1	0.1%
3	1	0.1%
2	1	0.1%
(Missing)	1537	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	406	20.8%
1	6	0.3%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	2	0.1%

Value	Count	Frequency (%)
5	2	0.1%
4	1	0.1%
3	1	0.1%
2	1	0.1%
1	6	0.3%
0	406	20.8%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.4 KiB

<NA>	1283
0	671

Length

Max length	4
Median length	4
Mean length	2.9698055
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>	1283	65.7%
0	671	34.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1283	65.7%
0	671	34.3%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.0%
Missing	1296
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.98480243

Minimum	0
Maximum	12
Zeros	450
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	17.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.9459391
Coefficient of variation (CV)	1.975969
Kurtosis	7.1489414
Mean	0.98480243
Median Absolute Deviation (MAD)	0
Skewness	2.5648952
Sum	648
Variance	3.7866789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	450	23.0%
2	66	3.4%
1	52	2.7%
3	25	1.3%
4	18	0.9%
5	16	0.8%
7	9	0.5%
6	9	0.5%
8	6	0.3%
9	2	0.1%
Other values (3)	5	0.3%
(Missing)	1296	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	450	23.0%
1	52	2.7%
2	66	3.4%
3	25	1.3%
4	18	0.9%
5	16	0.8%
6	9	0.5%
7	9	0.5%
8	6	0.3%
9	2	0.1%

Value	Count	Frequency (%)
12	1	0.1%
11	2	0.1%
10	2	0.1%
9	2	0.1%
8	6	0.3%
7	9	0.5%
6	9	0.5%
5	16	0.8%
4	18	0.9%
3	25	1.3%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	300
Missing (%)	15.4%
Memory size	3.9 KiB

False	1652
True	2
(Missing)	300

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1652	84.5%
True	2	0.1%
(Missing)	300	15.4%

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	3020000	3020000-204-1960-00962	19601230	<NA>	3	폐업	2	폐업	19950627	<NA>	<NA>	<NA>	02 7936966	0.0	140871	서울특별시 용산구 한강로2가 179-0번지	<NA>	<NA>	김정혜헤어라인	2001-09-27 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	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3020000	3020000-204-1960-01025	19601231	<NA>	3	폐업	2	폐업	19940517	<NA>	<NA>	<NA>	0207536014	21.28	140833	서울특별시 용산구 용산동2가 2-0번지	<NA>	<NA>	선천	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	198200.056058	448877.743778	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3020000	3020000-204-1962-00529	19620118	<NA>	3	폐업	2	폐업	20050120	<NA>	<NA>	<NA>	02 7926694	23.01	140883	서울특별시 용산구 한강로3가 65-54번지	<NA>	<NA>	유미미용실	1999-06-18 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	196756.675436	446758.473859	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3020000	3020000-204-1963-01023	19630628	<NA>	3	폐업	2	폐업	19950412	<NA>	<NA>	<NA>	02 7943767	21.0	140858	서울특별시 용산구 이태원동 13-0번지	<NA>	<NA>	가나다	2001-09-27 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	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3020000	3020000-204-1964-00978	19641016	<NA>	3	폐업	2	폐업	20020917	<NA>	<NA>	<NA>	0207952883	20.7	140823	서울특별시 용산구 보광동 238-25번지	<NA>	<NA>	비너스	2002-09-24 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	199722.09222	447593.557975	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3020000	3020000-204-1965-01015	19650710	<NA>	3	폐업	2	폐업	19951117	<NA>	<NA>	<NA>	02 7545872	17.36	140902	서울특별시 용산구 후암동 404-0번지	<NA>	<NA>	대성	2001-09-27 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	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3020000	3020000-204-1967-00994	19670914	<NA>	3	폐업	2	폐업	19940622	<NA>	<NA>	<NA>	02 7977693	15.15	140895	서울특별시 용산구 한남동 732-25번지	<NA>	<NA>	코스모스	2001-09-27 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	199671.078758	447935.537305	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3020000	3020000-204-1967-01013	19670227	<NA>	3	폐업	2	폐업	20010302	<NA>	<NA>	<NA>	0207933243	12.8	140160	서울특별시 용산구 남영동 54번지	<NA>	<NA>	미지	2003-02-20 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	197601.525042	448967.140758	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3020000	3020000-204-1968-00970	19680824	<NA>	3	폐업	2	폐업	19991005	<NA>	<NA>	<NA>	02 7173029	17.2	140846	서울특별시 용산구 원효로1가 27-25번지	<NA>	<NA>	순애	1999-10-05 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	196897.368624	448543.271211	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3020000	3020000-204-1968-01002	19680612	<NA>	3	폐업	2	폐업	20020701	<NA>	<NA>	<NA>	0207131460	15.28	140832	서울특별시 용산구 용문동 28-21번지	<NA>	<NA>	금강	1999-03-10 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	196431.643261	448310.569216	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<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
1944	3020000	3020000-226-2017-00001	2017-08-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	57.67	140-871	서울특별시 용산구 한강로2가 342 지하1층 163호	서울특별시 용산구 한강대로 95, 지하1층 163호 (한강로2가)	4378	네일마젠타	2024-04-03 10:00:41	U	2023-12-04 00:05:00.0	네일아트업	197011.737529	447430.100251	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1945	3020000	3020000-226-2017-00002	20170926	<NA>	3	폐업	2	폐업	20190311	<NA>	<NA>	<NA>	02 7499689	40.0	140040	서울특별시 용산구 산천동 202번지 삼성테마트 120호	서울특별시 용산구 원효로 51, 120호 (산천동, 삼성테마트)	4359	지나뷰티	2019-03-11 13:05:43	U	2019-03-13 02:40:00.0	피부미용업	195547.140326	447976.77594	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	2	2	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	1	0	0	1	N
1946	3020000	3020000-226-2017-00003	20171031	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 7903533	30.0	140863	서울특별시 용산구 이태원동 74-13번지 1층	서울특별시 용산구 이태원로20길 21, 1층 (이태원동)	4391	유스(Youth)뷰티	2018-10-01 10:03:04	I	2018-10-03 02:35:52.0	네일아트업	199254.388891	447907.927107	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	임대	0	1	0	0	0	N
1947	3020000	3020000-226-2018-00001	20181018	<NA>	3	폐업	2	폐업	20201211	<NA>	<NA>	<NA>	02 32722003	29.31	140111	서울특별시 용산구 원효로1가 133-3 리첸시아 용산	서울특별시 용산구 백범로 341, A동 1층 121호 (원효로1가, 리첸시아 용산)	4315	네일스토리	2020-12-11 11:41:12	U	2020-12-13 02:40:00.0	네일아트업	197045.849468	448447.558967	피부미용업, 네일미용업, 화장ㆍ분장 미용업	1	0	1	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1948	3020000	3020000-226-2018-00002	20181109	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.86	140100	서울특별시 용산구 문배동 11-14번지 이안용산 101동 107호	서울특별시 용산구 백범로90길 74, 101동 107호 (문배동, 이안용산)	4315	Nailash (네일래쉬)	2018-11-09 14:48:17	I	2018-11-11 02:36:57.0	네일아트업	197248.654675	448360.574655	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	N
1949	3020000	3020000-226-2019-00001	20190114	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.96	140889	서울특별시 용산구 한남동 96-3번지 신성미소시티	서울특별시 용산구 독서당로 39, 101동 1층 108-1호 (한남동, 신성미소시티)	4410	네일샵,입니다	2019-01-14 15:43:19	I	2019-01-16 02:20:50.0	네일아트업	200559.366155	447696.887166	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	9	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1950	3020000	3020000-226-2021-00001	20210405	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	149.1	140780	서울특별시 용산구 한강로3가 40-999 용산역	서울특별시 용산구 한강대로23길 55, 에이치디씨 아이파크몰 리빙파크 8층 (한강로3가)	4377	반디인하우스 용산아이파크몰점	2021-04-05 17:11:14	I	2021-04-07 00:22:58.0	네일아트업	196762.077395	447480.039577	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	8	<NA>	<NA>	<NA>	0	0	0	N	8	<NA>	<NA>	<NA>	임대	0	0	0	0	5	N
1951	3020000	3020000-226-2021-00002	20210830	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	82.4	140882	서울특별시 용산구 한강로3가 63-70	서울특별시 용산구 서빙고로 17, 용산센트럴파크 해링턴스퀘어 판매시설동 1층 24호 (한강로3가)	4387	래쉬블랑	2021-08-30 11:42:42	I	2021-09-01 00:22:50.0	메이크업업	197071.403206	447073.622842	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	5	N
1952	3020000	3020000-226-2021-00003	20211231	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.0	140012	서울특별시 용산구 한강로2가 420 용산푸르지오써밋	서울특별시 용산구 한강대로 69, 상가동 B110-1호 (한강로2가, 용산푸르지오써밋)	4378	네일노마드	2021-12-31 14:21:05	I	2022-01-02 00:22:41.0	네일아트업	196861.350875	447226.72051	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	0	0	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N
1953	3020000	3020000-226-2023-00001	2023-06-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	52.0	140-133	서울특별시 용산구 청파동3가 24-73	서울특별시 용산구 청파로45길 12-1, 1층 (청파동3가)	4313	손톱까끼	2023-06-14 14:35:56	I	2022-12-05 23:06:00.0	피부미용업	197273.276416	449131.435814	<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

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

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Lowercase Letter

Other Punctuation