gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	10000
Missing cells	114855
Missing cells (%)	24.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 MiB
Average record size in memory	411.0 B

Variable types

Numeric	12
Text	8
DateTime	4
Unsupported	4
Categorical	17
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	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16065/S/1/datasetView.do

Alerts

`업태구분명` is highly imbalanced (86.5%)	Imbalance
`위생업태명` is highly imbalanced (72.1%)	Imbalance
`발한실여부` is highly imbalanced (97.6%)	Imbalance
`좌석수` is highly imbalanced (61.0%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.8%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.8%)	Imbalance
`건물소유구분명` is highly imbalanced (54.8%)	Imbalance
`여성종사자수` is highly imbalanced (65.3%)	Imbalance
`남성종사자수` is highly imbalanced (75.7%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 2375 (23.8%) missing values	Missing
`휴업시작일자` has 10000 (100.0%) missing values	Missing
`휴업종료일자` has 10000 (100.0%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`전화번호` has 912 (9.1%) missing values	Missing
`도로명주소` has 5005 (50.0%) missing values	Missing
`도로명우편번호` has 5129 (51.3%) missing values	Missing
`좌표정보(X)` has 955 (9.6%) missing values	Missing
`좌표정보(Y)` has 955 (9.6%) missing values	Missing
`건물지상층수` has 3816 (38.2%) missing values	Missing
`건물지하층수` has 4630 (46.3%) missing values	Missing
`사용시작지상층` has 4232 (42.3%) missing values	Missing
`사용끝지상층` has 6181 (61.8%) missing values	Missing
`사용시작지하층` has 6215 (62.2%) missing values	Missing
`사용끝지하층` has 8172 (81.7%) missing values	Missing
`발한실여부` has 937 (9.4%) missing values	Missing
`조건부허가신고사유` has 9996 (> 99.9%) missing values	Missing
`세탁기수` has 7117 (71.2%) missing values	Missing
`회수건조수` has 7368 (73.7%) missing values	Missing
`다중이용업소여부` has 828 (8.3%) missing values	Missing
`사용끝지상층` is highly skewed (γ1 = 38.64869562)	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
`건물지상층수` has 4093 (40.9%) zeros	Zeros
`건물지하층수` has 4461 (44.6%) zeros	Zeros
`사용시작지상층` has 3030 (30.3%) zeros	Zeros
`사용끝지상층` has 1138 (11.4%) zeros	Zeros
`사용시작지하층` has 3576 (35.8%) zeros	Zeros
`사용끝지하층` has 1625 (16.2%) zeros	Zeros
`세탁기수` has 1178 (11.8%) zeros	Zeros
`회수건조수` has 1310 (13.1%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 08:03:36.747768
Analysis finished	2024-05-11 08:03:39.181221
Duration	2.43 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3133696

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3020000
Q1	3070000
median	3140000
Q3	3200000
95-th percentile	3240000
Maximum	3240000
Range	240000
Interquartile range (IQR)	130000

Descriptive statistics

Standard deviation	71753.707
Coefficient of variation (CV)	0.022897469
Kurtosis	-1.2356631
Mean	3133696
Median Absolute Deviation (MAD)	70000
Skewness	-0.1307755
Sum	3.133696 × 10¹⁰
Variance	5.1485944 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3230000	734	7.3%
3220000	605	6.0%
3070000	550	5.5%
3200000	542	5.4%
3240000	528	5.3%
3110000	473	4.7%
3140000	446	4.5%
3040000	437	4.4%
3060000	433	4.3%
3160000	420	4.2%
Other values (15)	4832	48.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	203	2.0%
3010000	194	1.9%
3020000	291	2.9%
3030000	346	3.5%
3040000	437	4.4%
3050000	306	3.1%
3060000	433	4.3%
3070000	550	5.5%
3080000	335	3.4%
3090000	309	3.1%

Value	Count	Frequency (%)
3240000	528	5.3%
3230000	734	7.3%
3220000	605	6.0%
3210000	388	3.9%
3200000	542	5.4%
3190000	354	3.5%
3180000	372	3.7%
3170000	287	2.9%
3160000	420	4.2%
3150000	385	3.9%

관리번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	220000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	3100000-205-2003-00034
2nd row	3040000-205-2011-00001
3rd row	3200000-205-1988-02649
4th row	3220000-205-1989-02837
5th row	3140000-205-1987-01722

Value	Count	Frequency (%)
3100000-205-2003-00034	1	< 0.1%
3150000-205-1993-00010	1	< 0.1%
3230000-205-1991-03049	1	< 0.1%
3200000-205-1994-02488	1	< 0.1%
3020000-205-1993-01477	1	< 0.1%
3120000-205-1989-00818	1	< 0.1%
3020000-205-1987-01641	1	< 0.1%
3240000-205-1987-02287	1	< 0.1%
3060000-205-2008-00013	1	< 0.1%
3200000-205-1998-02892	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	84241	38.3%
-	30000	13.6%
2	24004	10.9%
1	18657	8.5%
3	15108	6.9%
5	14005	6.4%
9	12873	5.9%
8	6965	3.2%
7	5698	2.6%
4	4422	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	190000	86.4%
Dash Punctuation	30000	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	84241	44.3%
2	24004	12.6%
1	18657	9.8%
3	15108	8.0%
5	14005	7.4%
9	12873	6.8%
8	6965	3.7%
7	5698	3.0%
4	4422	2.3%
6	4027	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	30000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	220000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	84241	38.3%
-	30000	13.6%
2	24004	10.9%
1	18657	8.5%
3	15108	6.9%
5	14005	6.4%
9	12873	5.9%
8	6965	3.2%
7	5698	2.6%
4	4422	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	84241	38.3%
-	30000	13.6%
2	24004	10.9%
1	18657	8.5%
3	15108	6.9%
5	14005	6.4%
9	12873	5.9%
8	6965	3.2%
7	5698	2.6%
4	4422	2.0%

인허가일자
Date

Distinct	4777
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1957-05-28 00:00:00
Maximum	2024-05-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	7625
1	2375

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	1
4th row	3
5th row	1

Common Values

Value	Count	Frequency (%)
3	7625	76.2%
1	2375	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7625	76.2%
1	2375	23.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7625
영업/정상	2375

Length

Max length	5
Median length	2
Mean length	2.7125
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7625	76.2%
영업/정상	2375	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7625	76.2%
영업/정상	2375	23.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	7625
1	2375

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	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
2	7625	76.2%
1	2375	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	7625	76.2%
1	2375	23.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7625
영업	2375

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	영업
4th row	폐업
5th row	영업

Common Values

Value	Count	Frequency (%)
폐업	7625	76.2%
영업	2375	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7625	76.2%
영업	2375	23.8%

폐업일자
Date

MISSING

Distinct	4292
Distinct (%)	56.3%
Missing	2375
Missing (%)	23.8%
Memory size	156.2 KiB

Minimum	1988-01-01 00:00:00
Maximum	2024-05-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

전화번호
Text

MISSING

Distinct	8257
Distinct (%)	90.9%
Missing	912
Missing (%)	9.1%
Memory size	156.2 KiB

Length

Max length	12
Median length	10
Mean length	9.962368
Min length	2

Characters and Unicode

Total characters	90538
Distinct characters	12
Distinct categories	3 ?
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	7888 ?
Unique (%)	86.8%

Sample

1st row	02 9381850
2nd row	02 8885340
3rd row	0222268340
4th row	0226956541
5th row	02 4273451

Value	Count	Frequency (%)
02	5445	36.0%
0200000000	165	1.1%
0	126	0.8%
00000	67	0.4%
070	10	0.1%
8285	10	0.1%
442	8	0.1%
8284	7	< 0.1%
454	7	< 0.1%
532	6	< 0.1%
Other values (8553)	9289	61.4%

Most occurring characters

Value	Count	Frequency (%)
0	17344	19.2%
2	15810	17.5%
4	7434	8.2%
	7185	7.9%
3	7046	7.8%
8	6644	7.3%
6	6290	6.9%
9	6159	6.8%
5	6051	6.7%
7	5672	6.3%
Other values (2)	4903	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	83352	92.1%
Space Separator	7185	7.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17344	20.8%
2	15810	19.0%
4	7434	8.9%
3	7046	8.5%
8	6644	8.0%
6	6290	7.5%
9	6159	7.4%
5	6051	7.3%
7	5672	6.8%
1	4902	5.9%

Space Separator

Value	Count	Frequency (%)
	7185	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	90538	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17344	19.2%
2	15810	17.5%
4	7434	8.2%
	7185	7.9%
3	7046	7.8%
8	6644	7.3%
6	6290	6.9%
9	6159	6.8%
5	6051	6.7%
7	5672	6.3%
Other values (2)	4903	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90538	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17344	19.2%
2	15810	17.5%
4	7434	8.2%
	7185	7.9%
3	7046	7.8%
8	6644	7.3%
6	6290	6.9%
9	6159	6.8%
5	6051	6.7%
7	5672	6.3%
Other values (2)	4903	5.4%

소재지면적
Text

Distinct	2797
Distinct (%)	28.0%
Missing	11
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.6739413
Min length	3

Characters and Unicode

Total characters	46688
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	1808 ?
Unique (%)	18.1%

Sample

1st row	29.67
2nd row	29.70
3rd row	39.60
4th row	20.00
5th row	14.80

Value	Count	Frequency (%)
00	1871	18.7%
33.00	395	4.0%
26.40	252	2.5%
23.10	195	2.0%
24.00	145	1.5%
30.00	129	1.3%
19.80	120	1.2%
16.50	108	1.1%
20.00	102	1.0%
15.00	86	0.9%
Other values (2787)	6586	65.9%

Most occurring characters

Value	Count	Frequency (%)
0	11916	25.5%
.	9989	21.4%
2	4494	9.6%
1	4072	8.7%
3	3518	7.5%
4	2623	5.6%
6	2478	5.3%
5	2270	4.9%
8	1917	4.1%
9	1847	4.0%
Other values (2)	1564	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36683	78.6%
Other Punctuation	10005	21.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11916	32.5%
2	4494	12.3%
1	4072	11.1%
3	3518	9.6%
4	2623	7.2%
6	2478	6.8%
5	2270	6.2%
8	1917	5.2%
9	1847	5.0%
7	1548	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	9989	99.8%
,	16	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	46688	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	11916	25.5%
.	9989	21.4%
2	4494	9.6%
1	4072	8.7%
3	3518	7.5%
4	2623	5.6%
6	2478	5.3%
5	2270	4.9%
8	1917	4.1%
9	1847	4.0%
Other values (2)	1564	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46688	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11916	25.5%
.	9989	21.4%
2	4494	9.6%
1	4072	8.7%
3	3518	7.5%
4	2623	5.6%
6	2478	5.3%
5	2270	4.9%
8	1917	4.1%
9	1847	4.0%
Other values (2)	1564	3.3%

소재지우편번호
Text

Distinct	2576
Distinct (%)	25.8%
Missing	12
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	6.0414497
Min length	6

Characters and Unicode

Total characters	60342
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	827 ?
Unique (%)	8.3%

Sample

1st row	139816
2nd row	143841
3rd row	151812
4th row	135943
5th row	158829

Value	Count	Frequency (%)
138210	112	1.1%
100450	58	0.6%
150841	37	0.4%
122200	30	0.3%
139240	29	0.3%
137040	24	0.2%
153801	23	0.2%
158070	22	0.2%
150840	21	0.2%
134830	21	0.2%
Other values (2566)	9611	96.2%

Most occurring characters

Value	Count	Frequency (%)
1	14161	23.5%
8	10123	16.8%
3	7524	12.5%
0	6146	10.2%
5	5409	9.0%
2	5179	8.6%
4	3747	6.2%
6	2670	4.4%
7	2620	4.3%
9	2349	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59928	99.3%
Dash Punctuation	414	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14161	23.6%
8	10123	16.9%
3	7524	12.6%
0	6146	10.3%
5	5409	9.0%
2	5179	8.6%
4	3747	6.3%
6	2670	4.5%
7	2620	4.4%
9	2349	3.9%

Dash Punctuation

Value	Count	Frequency (%)
-	414	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60342	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14161	23.5%
8	10123	16.8%
3	7524	12.5%
0	6146	10.2%
5	5409	9.0%
2	5179	8.6%
4	3747	6.2%
6	2670	4.4%
7	2620	4.3%
9	2349	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60342	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14161	23.5%
8	10123	16.8%
3	7524	12.5%
0	6146	10.2%
5	5409	9.0%
2	5179	8.6%
4	3747	6.2%
6	2670	4.4%
7	2620	4.3%
9	2349	3.9%

지번주소
Text

Distinct	9606
Distinct (%)	96.1%
Missing	9
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	60
Median length	54
Mean length	25.200781
Min length	8

Characters and Unicode

Total characters	251781
Distinct characters	487
Distinct categories	13 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	9249 ?
Unique (%)	92.6%

Sample

1st row	서울특별시 노원구 상계동 1305 상계동 동양메이저아파트 상가동 206호
2nd row	서울특별시 광진구 자양동 11-4번지
3rd row	서울특별시 관악구 봉천동 1690-152번지
4th row	서울특별시 강남구 일원동 627-0번지 지상1층
5th row	서울특별시 양천구 신월동 180-12

Value	Count	Frequency (%)
서울특별시	9990	21.7%
송파구	733	1.6%
1층	649	1.4%
강남구	605	1.3%
성북구	550	1.2%
관악구	542	1.2%
강동구	528	1.1%
은평구	473	1.0%
양천구	446	1.0%
광진구	437	1.0%
Other values (10900)	31033	67.5%

Most occurring characters

Value	Count	Frequency (%)
	44609	17.7%
동	12280	4.9%
서	11367	4.5%
1	11351	4.5%
구	10717	4.3%
시	10195	4.0%
울	10006	4.0%
별	9998	4.0%
특	9990	4.0%
지	9304	3.7%
Other values (477)	111964	44.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	145874	57.9%
Decimal Number	50923	20.2%
Space Separator	44609	17.7%
Dash Punctuation	8679	3.4%
Close Punctuation	532	0.2%
Open Punctuation	530	0.2%
Uppercase Letter	423	0.2%
Other Punctuation	176	0.1%
Lowercase Letter	29	< 0.1%
Math Symbol	3	< 0.1%
Other values (3)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12280	8.4%
서	11367	7.8%
구	10717	7.3%
시	10195	7.0%
울	10006	6.9%
별	9998	6.9%
특	9990	6.8%
지	9304	6.4%
번	8385	5.7%
가	2167	1.5%
Other values (420)	51465	35.3%

Uppercase Letter

Value	Count	Frequency (%)
B	135	31.9%
A	122	28.8%
P	34	8.0%
T	28	6.6%
K	21	5.0%
S	19	4.5%
C	14	3.3%
D	8	1.9%
I	7	1.7%
M	6	1.4%
Other values (11)	29	6.9%

Decimal Number

Value	Count	Frequency (%)
1	11351	22.3%
2	7009	13.8%
3	5343	10.5%
0	5010	9.8%
4	4528	8.9%
5	4152	8.2%
6	3966	7.8%
7	3409	6.7%
8	3164	6.2%
9	2991	5.9%

Lowercase Letter

Value	Count	Frequency (%)
e	7	24.1%
a	5	17.2%
s	4	13.8%
k	4	13.8%
b	4	13.8%
c	2	6.9%
r	1	3.4%
p	1	3.4%
g	1	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	124	70.5%
@	32	18.2%
.	14	8.0%
/	5	2.8%
?	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	522	98.1%
]	6	1.1%
］	4	0.8%

Open Punctuation

Value	Count	Frequency (%)
(	521	98.3%
[	5	0.9%
［	4	0.8%

Space Separator

Value	Count	Frequency (%)
	44609	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8679	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㎡	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	145874	57.9%
Common	105454	41.9%
Latin	453	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12280	8.4%
서	11367	7.8%
구	10717	7.3%
시	10195	7.0%
울	10006	6.9%
별	9998	6.9%
특	9990	6.8%
지	9304	6.4%
번	8385	5.7%
가	2167	1.5%
Other values (420)	51465	35.3%

Latin

Value	Count	Frequency (%)
B	135	29.8%
A	122	26.9%
P	34	7.5%
T	28	6.2%
K	21	4.6%
S	19	4.2%
C	14	3.1%
D	8	1.8%
I	7	1.5%
e	7	1.5%
Other values (21)	58	12.8%

Common

Value	Count	Frequency (%)
	44609	42.3%
1	11351	10.8%
-	8679	8.2%
2	7009	6.6%
3	5343	5.1%
0	5010	4.8%
4	4528	4.3%
5	4152	3.9%
6	3966	3.8%
7	3409	3.2%
Other values (16)	7398	7.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	145874	57.9%
ASCII	105896	42.1%
None	9	< 0.1%
Number Forms	1	< 0.1%
CJK Compat	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	44609	42.1%
1	11351	10.7%
-	8679	8.2%
2	7009	6.6%
3	5343	5.0%
0	5010	4.7%
4	4528	4.3%
5	4152	3.9%
6	3966	3.7%
7	3409	3.2%
Other values (42)	7840	7.4%

Hangul

Value	Count	Frequency (%)
동	12280	8.4%
서	11367	7.8%
구	10717	7.3%
시	10195	7.0%
울	10006	6.9%
별	9998	6.9%
특	9990	6.8%
지	9304	6.4%
번	8385	5.7%
가	2167	1.5%
Other values (420)	51465	35.3%

None

Value	Count	Frequency (%)
［	4	44.4%
］	4	44.4%
Ｉ	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat

Value	Count	Frequency (%)
㎡	1	100.0%

도로명주소
Text

MISSING

Distinct	4946
Distinct (%)	99.0%
Missing	5005
Missing (%)	50.0%
Memory size	156.2 KiB

Length

Max length	71
Median length	57
Mean length	31.316717
Min length	20

Characters and Unicode

Total characters	156427
Distinct characters	508
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	4899 ?
Unique (%)	98.1%

Sample

1st row	서울특별시 노원구 상계로5길 12 (상계동,상계동 동양메이저아파트 상가동 206호)
2nd row	서울특별시 광진구 동일로18길 62 (자양동)
3rd row	서울특별시 관악구 남부순환로 1951 (봉천동)
4th row	서울특별시 강남구 개포로128길 35 (일원동,지상1층)
5th row	서울특별시 양천구 남부순환로40길 70 (신월동)

Value	Count	Frequency (%)
서울특별시	4995	17.0%
1층	765	2.6%
강남구	351	1.2%
송파구	328	1.1%
관악구	262	0.9%
광진구	249	0.8%
강서구	247	0.8%
서초구	247	0.8%
은평구	245	0.8%
성북구	233	0.8%
Other values (6461)	21444	73.0%

Most occurring characters

Value	Count	Frequency (%)
	24381	15.6%
1	7050	4.5%
동	6895	4.4%
서	6027	3.9%
구	5458	3.5%
)	5226	3.3%
(	5224	3.3%
시	5198	3.3%
로	5177	3.3%
울	5034	3.2%
Other values (498)	80757	51.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	91773	58.7%
Decimal Number	25355	16.2%
Space Separator	24381	15.6%
Close Punctuation	5229	3.3%
Open Punctuation	5227	3.3%
Other Punctuation	3470	2.2%
Dash Punctuation	647	0.4%
Uppercase Letter	317	0.2%
Lowercase Letter	21	< 0.1%
Math Symbol	5	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	6895	7.5%
서	6027	6.6%
구	5458	5.9%
시	5198	5.7%
로	5177	5.6%
울	5034	5.5%
별	4999	5.4%
특	4995	5.4%
길	3945	4.3%
호	1726	1.9%
Other values (442)	42319	46.1%

Uppercase Letter

Value	Count	Frequency (%)
B	142	44.8%
A	66	20.8%
K	15	4.7%
S	13	4.1%
P	13	4.1%
C	10	3.2%
T	8	2.5%
I	7	2.2%
D	7	2.2%
R	6	1.9%
Other values (12)	30	9.5%

Decimal Number

Value	Count	Frequency (%)
1	7050	27.8%
2	3828	15.1%
3	2618	10.3%
0	2450	9.7%
4	2049	8.1%
5	1820	7.2%
6	1664	6.6%
7	1412	5.6%
8	1292	5.1%
9	1172	4.6%

Lowercase Letter

Value	Count	Frequency (%)
e	5	23.8%
b	4	19.0%
a	3	14.3%
k	3	14.3%
s	3	14.3%
r	1	4.8%
p	1	4.8%
c	1	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	3435	99.0%
@	21	0.6%
.	8	0.2%
/	4	0.1%
?	2	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	5226	99.9%
]	2	< 0.1%
］	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	5224	99.9%
[	2	< 0.1%
［	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	24381	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	647	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	91773	58.7%
Common	64315	41.1%
Latin	339	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	6895	7.5%
서	6027	6.6%
구	5458	5.9%
시	5198	5.7%
로	5177	5.6%
울	5034	5.5%
별	4999	5.4%
특	4995	5.4%
길	3945	4.3%
호	1726	1.9%
Other values (442)	42319	46.1%

Latin

Value	Count	Frequency (%)
B	142	41.9%
A	66	19.5%
K	15	4.4%
S	13	3.8%
P	13	3.8%
C	10	2.9%
T	8	2.4%
I	7	2.1%
D	7	2.1%
R	6	1.8%
Other values (21)	52	15.3%

Common

Value	Count	Frequency (%)
	24381	37.9%
1	7050	11.0%
)	5226	8.1%
(	5224	8.1%
2	3828	6.0%
,	3435	5.3%
3	2618	4.1%
0	2450	3.8%
4	2049	3.2%
5	1820	2.8%
Other values (15)	6234	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	91773	58.7%
ASCII	64650	41.3%
None	3	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24381	37.7%
1	7050	10.9%
)	5226	8.1%
(	5224	8.1%
2	3828	5.9%
,	3435	5.3%
3	2618	4.0%
0	2450	3.8%
4	2049	3.2%
5	1820	2.8%
Other values (42)	6569	10.2%

Hangul

Value	Count	Frequency (%)
동	6895	7.5%
서	6027	6.6%
구	5458	5.9%
시	5198	5.7%
로	5177	5.6%
울	5034	5.5%
별	4999	5.4%
특	4995	5.4%
길	3945	4.3%
호	1726	1.9%
Other values (442)	42319	46.1%

None

Value	Count	Frequency (%)
Ｉ	1	33.3%
］	1	33.3%
［	1	33.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	2961
Distinct (%)	60.8%
Missing	5129
Missing (%)	51.3%
Infinite	0
Infinite (%)	0.0%
Mean	5122.8265

Minimum	1002
Maximum	8865
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1002
5-th percentile	1364.5
Q1	3164.5
median	5237
Q3	7020.5
95-th percentile	8710
Maximum	8865
Range	7863
Interquartile range (IQR)	3856

Descriptive statistics

Standard deviation	2291.0247
Coefficient of variation (CV)	0.44721888
Kurtosis	-1.1279424
Mean	5122.8265
Median Absolute Deviation (MAD)	1905
Skewness	-0.074060651
Sum	24953288
Variance	5248794.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5015	7	0.1%
7938	7	0.1%
4374	7	0.1%
2831	7	0.1%
8771	6	0.1%
6002	6	0.1%
5735	6	0.1%
2829	6	0.1%
8735	6	0.1%
8784	6	0.1%
Other values (2951)	4807	48.1%
(Missing)	5129	51.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1002	2	< 0.1%
1003	1	< 0.1%
1004	1	< 0.1%
1005	4	< 0.1%
1006	1	< 0.1%
1010	1	< 0.1%
1015	1	< 0.1%
1020	2	< 0.1%
1021	1	< 0.1%
1023	2	< 0.1%

Value	Count	Frequency (%)
8865	2	< 0.1%
8864	2	< 0.1%
8863	3	< 0.1%
8862	2	< 0.1%
8860	1	< 0.1%
8859	2	< 0.1%
8858	2	< 0.1%
8857	4	< 0.1%
8856	4	< 0.1%
8854	1	< 0.1%

사업장명
Text

Distinct	4394
Distinct (%)	43.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	23
Mean length	4.4526
Min length	1

Characters and Unicode

Total characters	44526
Distinct characters	651
Distinct categories	9 ?
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	3203 ?
Unique (%)	32.0%

Sample

1st row	동양
2nd row	럭스운동화
3rd row	백영세탁
4th row	강남세탁소
5th row	서광사

Value	Count	Frequency (%)
백양사	204	1.9%
세탁소	132	1.2%
현대사	132	1.2%
백조사	102	1.0%
현대세탁소	98	0.9%
현대세탁	85	0.8%
백양세탁소	83	0.8%
제일사	83	0.8%
세탁	71	0.7%
월풀빨래방	68	0.6%
Other values (4358)	9569	90.0%

Most occurring characters

Value	Count	Frequency (%)
사	3949	8.9%
세	3937	8.8%
탁	3849	8.6%
소	2222	5.0%
백	1073	2.4%
크	1024	2.3%
성	892	2.0%
대	858	1.9%
리	830	1.9%
양	702	1.6%
Other values (641)	25190	56.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	43222	97.1%
Space Separator	631	1.4%
Decimal Number	180	0.4%
Uppercase Letter	156	0.4%
Lowercase Letter	114	0.3%
Open Punctuation	90	0.2%
Close Punctuation	89	0.2%
Other Punctuation	39	0.1%
Dash Punctuation	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	3949	9.1%
세	3937	9.1%
탁	3849	8.9%
소	2222	5.1%
백	1073	2.5%
크	1024	2.4%
성	892	2.1%
대	858	2.0%
리	830	1.9%
양	702	1.6%
Other values (575)	23886	55.3%

Uppercase Letter

Value	Count	Frequency (%)
K	20	12.8%
S	13	8.3%
L	13	8.3%
C	12	7.7%
G	10	6.4%
O	10	6.4%
A	8	5.1%
M	7	4.5%
R	7	4.5%
I	6	3.8%
Other values (16)	50	32.1%

Lowercase Letter

Value	Count	Frequency (%)
e	18	15.8%
n	12	10.5%
l	12	10.5%
a	11	9.6%
o	10	8.8%
s	9	7.9%
r	9	7.9%
c	7	6.1%
u	4	3.5%
i	4	3.5%
Other values (10)	18	15.8%

Decimal Number

Value	Count	Frequency (%)
2	52	28.9%
1	42	23.3%
4	37	20.6%
8	13	7.2%
9	12	6.7%
6	7	3.9%
5	6	3.3%
7	6	3.3%
3	4	2.2%
0	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	23	59.0%
&	8	20.5%
?	3	7.7%
,	3	7.7%
'	1	2.6%
#	1	2.6%

Space Separator

Value	Count	Frequency (%)
	631	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	90	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	89	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	43220	97.1%
Common	1034	2.3%
Latin	270	0.6%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	3949	9.1%
세	3937	9.1%
탁	3849	8.9%
소	2222	5.1%
백	1073	2.5%
크	1024	2.4%
성	892	2.1%
대	858	2.0%
리	830	1.9%
양	702	1.6%
Other values (573)	23884	55.3%

Latin

Value	Count	Frequency (%)
K	20	7.4%
e	18	6.7%
S	13	4.8%
L	13	4.8%
n	12	4.4%
l	12	4.4%
C	12	4.4%
a	11	4.1%
G	10	3.7%
o	10	3.7%
Other values (36)	139	51.5%

Common

Value	Count	Frequency (%)
	631	61.0%
(	90	8.7%
)	89	8.6%
2	52	5.0%
1	42	4.1%
4	37	3.6%
.	23	2.2%
8	13	1.3%
9	12	1.2%
&	8	0.8%
Other values (10)	37	3.6%

Han

Value	Count	Frequency (%)
州	1	50.0%
五	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	43217	97.1%
ASCII	1304	2.9%
Compat Jamo	3	< 0.1%
CJK	2	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	3949	9.1%
세	3937	9.1%
탁	3849	8.9%
소	2222	5.1%
백	1073	2.5%
크	1024	2.4%
성	892	2.1%
대	858	2.0%
리	830	1.9%
양	702	1.6%
Other values (570)	23881	55.3%

ASCII

Value	Count	Frequency (%)
	631	48.4%
(	90	6.9%
)	89	6.8%
2	52	4.0%
1	42	3.2%
4	37	2.8%
.	23	1.8%
K	20	1.5%
e	18	1.4%
S	13	1.0%
Other values (56)	289	22.2%

Compat Jamo

Value	Count	Frequency (%)
ㅅ	1	33.3%
ㅗ	1	33.3%
ㅇ	1	33.3%

CJK

Value	Count	Frequency (%)
州	1	50.0%
五	1	50.0%

최종수정일자
Date

Distinct	6060
Distinct (%)	60.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1998-12-29 00:00:00
Maximum	2024-05-09 14:24:10

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

I	7701
U	2299

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	7701	77.0%
U	2299	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7701	77.0%
u	2299	23.0%

데이터갱신일자
Date

Distinct	1105
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 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	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반세탁업	9644
빨래방업	185
운동화전문세탁업	135
세탁업 기타	36

Length

Max length	8
Median length	5
Mean length	5.0256
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	9644	96.4%
빨래방업	185	1.8%
운동화전문세탁업	135	1.4%
세탁업 기타	36	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	9644	96.1%
빨래방업	185	1.8%
운동화전문세탁업	135	1.3%
세탁업	36	0.4%
기타	36	0.4%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	7727
Distinct (%)	85.4%
Missing	955
Missing (%)	9.6%
Infinite	0
Infinite (%)	0.0%
Mean	199560.67

Minimum	182742.54
Maximum	215888.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	182742.54
5-th percentile	186393.73
Q1	192806.18
median	201191.1
Q3	205705.34
95-th percentile	211753.41
Maximum	215888.9
Range	33146.361
Interquartile range (IQR)	12899.155

Descriptive statistics

Standard deviation	7777.1727
Coefficient of variation (CV)	0.038971471
Kurtosis	-0.99929178
Mean	199560.67
Median Absolute Deviation (MAD)	6201.1901
Skewness	-0.15174568
Sum	1.8050262 × 10⁹
Variance	60484416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200841.726990037	12	0.1%
211047.878697259	7	0.1%
207373.50021477	6	0.1%
202245.377899369	6	0.1%
200750.455125653	6	0.1%
188467.215363052	6	0.1%
202398.594377612	6	0.1%
204056.199691995	6	0.1%
200575.420521471	6	0.1%
196350.708293561	6	0.1%
Other values (7717)	8978	89.8%
(Missing)	955	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182742.537963411	1	< 0.1%
182852.799221009	1	< 0.1%
182859.059692916	1	< 0.1%
182876.367858149	1	< 0.1%
182933.115073744	2	< 0.1%
182952.373706395	1	< 0.1%
182962.656182429	2	< 0.1%
182999.506242492	1	< 0.1%
183001.153395361	1	< 0.1%
183014.511131124	1	< 0.1%

Value	Count	Frequency (%)
215888.898816	1	< 0.1%
215875.024969	1	< 0.1%
215784.2264	1	< 0.1%
215527.721278	2	< 0.1%
215422.746119624	3	< 0.1%
215361.163713829	1	< 0.1%
215303.913311463	1	< 0.1%
215223.604630417	1	< 0.1%
215182.34482972	1	< 0.1%
215166.563843196	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	7727
Distinct (%)	85.4%
Missing	955
Missing (%)	9.6%
Infinite	0
Infinite (%)	0.0%
Mean	449345.52

Minimum	437632.51
Maximum	465103.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	437632.51
5-th percentile	441465.28
Q1	444497.82
median	448809.67
Q3	453432.25
95-th percentile	460180.55
Maximum	465103.76
Range	27471.246
Interquartile range (IQR)	8934.4352

Descriptive statistics

Standard deviation	5770.4215
Coefficient of variation (CV)	0.012841836
Kurtosis	-0.56498587
Mean	449345.52
Median Absolute Deviation (MAD)	4410.4179
Skewness	0.44803366
Sum	4.0643303 × 10⁹
Variance	33297765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
454721.505180141	12	0.1%
450021.504957301	7	0.1%
445545.656024061	6	0.1%
442987.986999742	6	0.1%
449638.824308081	6	0.1%
446003.941216623	6	0.1%
447864.763737276	6	0.1%
443750.88453048	6	0.1%
457360.617372111	6	0.1%
442532.440501316	6	0.1%
Other values (7717)	8978	89.8%
(Missing)	955	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437632.508826604	1	< 0.1%
437816.239800826	1	< 0.1%
437823.090862848	1	< 0.1%
438160.729202982	2	< 0.1%
438356.170313032	3	< 0.1%
438367.332881743	1	< 0.1%
438395.806833518	1	< 0.1%
438399.362677856	1	< 0.1%
438410.522111193	2	< 0.1%
438421.820423834	1	< 0.1%

Value	Count	Frequency (%)
465103.755134816	1	< 0.1%
464926.884466418	1	< 0.1%
464905.033086911	1	< 0.1%
464814.717432497	3	< 0.1%
464807.990354563	1	< 0.1%
464768.43323261	1	< 0.1%
464721.115684815	1	< 0.1%
464715.959316893	1	< 0.1%
464699.323138366	1	< 0.1%
464621.700290709	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반세탁업	8861
<NA>	828
빨래방업	168
운동화전문세탁업	116
세탁업 기타	27

Length

Max length	8
Median length	5
Mean length	4.9379
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	8861	88.6%
<NA>	828	8.3%
빨래방업	168	1.7%
운동화전문세탁업	116	1.2%
세탁업 기타	27	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	8861	88.4%
na	828	8.3%
빨래방업	168	1.7%
운동화전문세탁업	116	1.2%
세탁업	27	0.3%
기타	27	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	29
Distinct (%)	0.5%
Missing	3816
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.0648448

Minimum	0
Maximum	102
Zeros	4093
Zeros (%)	40.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4
Maximum	102
Range	102
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.672755
Coefficient of variation (CV)	2.509995
Kurtosis	396.01625
Mean	1.0648448
Median Absolute Deviation (MAD)	0
Skewness	14.066845
Sum	6585
Variance	7.1436192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	4093	40.9%
3	574	5.7%
2	551	5.5%
1	391	3.9%
4	349	3.5%
5	138	1.4%
6	20	0.2%
7	14	0.1%
15	13	0.1%
17	4	< 0.1%
Other values (19)	37	0.4%
(Missing)	3816	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4093	40.9%
1	391	3.9%
2	551	5.5%
3	574	5.7%
4	349	3.5%
5	138	1.4%
6	20	0.2%
7	14	0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
102	1	< 0.1%
51	1	< 0.1%
46	2	< 0.1%
37	1	< 0.1%
32	1	< 0.1%
30	3	< 0.1%
28	1	< 0.1%
26	1	< 0.1%
24	1	< 0.1%
21	2	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	4630
Missing (%)	46.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.2018622

Minimum	0
Maximum	8
Zeros	4461
Zeros (%)	44.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.54916272
Coefficient of variation (CV)	2.7204832
Kurtosis	39.862359
Mean	0.2018622
Median Absolute Deviation (MAD)	0
Skewness	5.0348309
Sum	1084
Variance	0.30157969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4461	44.6%
1	836	8.4%
2	30	0.3%
5	13	0.1%
3	13	0.1%
4	10	0.1%
6	6	0.1%
8	1	< 0.1%
(Missing)	4630	46.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4461	44.6%
1	836	8.4%
2	30	0.3%
3	13	0.1%
4	10	0.1%
5	13	0.1%
6	6	0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	6	0.1%
5	13	0.1%
4	10	0.1%
3	13	0.1%
2	30	0.3%
1	836	8.4%
0	4461	44.6%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	4232
Missing (%)	42.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.5601595

Minimum	0
Maximum	20
Zeros	3030
Zeros (%)	30.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.72090399
Coefficient of variation (CV)	1.286962
Kurtosis	94.176419
Mean	0.5601595
Median Absolute Deviation (MAD)	0
Skewness	4.5310538
Sum	3231
Variance	0.51970256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	3030	30.3%
1	2351	23.5%
2	323	3.2%
3	47	0.5%
4	9	0.1%
5	5	0.1%
6	2	< 0.1%
20	1	< 0.1%
(Missing)	4232	42.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3030	30.3%
1	2351	23.5%
2	323	3.2%
3	47	0.5%
4	9	0.1%
5	5	0.1%
6	2	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
6	2	< 0.1%
5	5	0.1%
4	9	0.1%
3	47	0.5%
2	323	3.2%
1	2351	23.5%
0	3030	30.3%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15
Distinct (%)	0.4%
Missing	6181
Missing (%)	61.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.0219953

Minimum	0
Maximum	302
Zeros	1138
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	302
Range	302
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	6.0030146
Coefficient of variation (CV)	5.8738183
Kurtosis	1752.6446
Mean	1.0219953
Median Absolute Deviation (MAD)	0
Skewness	38.648696
Sum	3903
Variance	36.036184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	2305	23.1%
0	1138	11.4%
2	314	3.1%
3	36	0.4%
4	11	0.1%
5	6	0.1%
110	1	< 0.1%
6	1	< 0.1%
107	1	< 0.1%
101	1	< 0.1%
Other values (5)	5	0.1%
(Missing)	6181	61.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1138	11.4%
1	2305	23.1%
2	314	3.1%
3	36	0.4%
4	11	0.1%
5	6	0.1%
6	1	< 0.1%
7	1	< 0.1%
20	1	< 0.1%
30	1	< 0.1%

Value	Count	Frequency (%)
302	1	< 0.1%
110	1	< 0.1%
107	1	< 0.1%
105	1	< 0.1%
101	1	< 0.1%
30	1	< 0.1%
20	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
5	6	0.1%

사용시작지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.2%
Missing	6215
Missing (%)	62.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.065785997

Minimum	0
Maximum	11
Zeros	3576
Zeros (%)	35.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.33734259
Coefficient of variation (CV)	5.1278783
Kurtosis	321.57352
Mean	0.065785997
Median Absolute Deviation (MAD)	0
Skewness	12.85862
Sum	249
Variance	0.11380002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	3576	35.8%
1	187	1.9%
2	16	0.2%
3	2	< 0.1%
4	2	< 0.1%
11	1	< 0.1%
5	1	< 0.1%
(Missing)	6215	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3576	35.8%
1	187	1.9%
2	16	0.2%
3	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
5	1	< 0.1%
4	2	< 0.1%
3	2	< 0.1%
2	16	0.2%
1	187	1.9%
0	3576	35.8%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.4%
Missing	8172
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.13840263

Minimum	0
Maximum	20
Zeros	1625
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.61364887
Coefficient of variation (CV)	4.433795
Kurtosis	605.22648
Mean	0.13840263
Median Absolute Deviation (MAD)	0
Skewness	19.758421
Sum	253
Variance	0.37656493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1625	16.2%
1	180	1.8%
2	17	0.2%
4	2	< 0.1%
3	2	< 0.1%
20	1	< 0.1%
5	1	< 0.1%
(Missing)	8172	81.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1625	16.2%
1	180	1.8%
2	17	0.2%
3	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
5	1	< 0.1%
4	2	< 0.1%
3	2	< 0.1%
2	17	0.2%
1	180	1.8%
0	1625	16.2%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5160
0	4840

Length

Max length	4
Median length	4
Mean length	2.548
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>	5160	51.6%
0	4840	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5160	51.6%
0	4840	48.4%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5160
0	4840

Length

Max length	4
Median length	4
Mean length	2.548
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>	5160	51.6%
0	4840	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5160	51.6%
0	4840	48.4%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5160
0	4840

Length

Max length	4
Median length	4
Mean length	2.548
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>	5160	51.6%
0	4840	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5160	51.6%
0	4840	48.4%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	937
Missing (%)	9.4%
Memory size	97.7 KiB

False	9042
True	21
(Missing)	937

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9042	90.4%
True	21	0.2%
(Missing)	937	9.4%

좌석수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5157
0	4836
4	3
3	2
5	1

Length

Max length	4
Median length	4
Mean length	2.5471
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5157	51.6%
0	4836	48.4%
4	3	< 0.1%
3	2	< 0.1%
5	1	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5157	51.6%
0	4836	48.4%
4	3	< 0.1%
3	2	< 0.1%
5	1	< 0.1%
2	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	3
Distinct (%)	75.0%
Missing	9996
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	47
Median length	43
Mean length	32.5
Min length	22

Characters and Unicode

Total characters	130
Distinct characters	56
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	2 ?
Unique (%)	50.0%

Sample

1st row	준공인가전 사용허가 기한에 따라 조건부 신고이므로 조건부기간 만료시 영업신고증 재교부
2nd row	보건위생과-32299(2019.12.5)
3rd row	주택과-2366(2007.2.8)호[준공인가전 사용허가 기간연장 승인]
4th row	보건위생과-32299(2019.12.5)

Value	Count	Frequency (%)
보건위생과-32299(2019.12.5	2	12.5%
사용허가	2	12.5%
준공인가전	1	6.2%
기한에	1	6.2%
따라	1	6.2%
조건부	1	6.2%
신고이므로	1	6.2%
조건부기간	1	6.2%
만료시	1	6.2%
영업신고증	1	6.2%
Other values (4)	4	25.0%

Most occurring characters

Value	Count	Frequency (%)
	12	9.2%
2	11	8.5%
.	6	4.6%
9	6	4.6%
1	4	3.1%
건	4	3.1%
가	4	3.1%
0	4	3.1%
인	3	2.3%
부	3	2.3%
Other values (46)	73	56.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67	51.5%
Decimal Number	34	26.2%
Space Separator	12	9.2%
Other Punctuation	6	4.6%
Close Punctuation	4	3.1%
Open Punctuation	4	3.1%
Dash Punctuation	3	2.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	4	6.0%
가	4	6.0%
인	3	4.5%
부	3	4.5%
기	3	4.5%
과	3	4.5%
허	2	3.0%
고	2	3.0%
신	2	3.0%
조	2	3.0%
Other values (30)	39	58.2%

Decimal Number

Value	Count	Frequency (%)
2	11	32.4%
9	6	17.6%
1	4	11.8%
0	4	11.8%
3	3	8.8%
6	2	5.9%
5	2	5.9%
8	1	2.9%
7	1	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	3	75.0%
]	1	25.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	75.0%
[	1	25.0%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67	51.5%
Common	63	48.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
건	4	6.0%
가	4	6.0%
인	3	4.5%
부	3	4.5%
기	3	4.5%
과	3	4.5%
허	2	3.0%
고	2	3.0%
신	2	3.0%
조	2	3.0%
Other values (30)	39	58.2%

Common

Value	Count	Frequency (%)
	12	19.0%
2	11	17.5%
.	6	9.5%
9	6	9.5%
1	4	6.3%
0	4	6.3%
)	3	4.8%
(	3	4.8%
3	3	4.8%
-	3	4.8%
Other values (6)	8	12.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67	51.5%
ASCII	63	48.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12	19.0%
2	11	17.5%
.	6	9.5%
9	6	9.5%
1	4	6.3%
0	4	6.3%
)	3	4.8%
(	3	4.8%
3	3	4.8%
-	3	4.8%
Other values (6)	8	12.7%

Hangul

Value	Count	Frequency (%)
건	4	6.0%
가	4	6.0%
인	3	4.5%
부	3	4.5%
기	3	4.5%
과	3	4.5%
허	2	3.0%
고	2	3.0%
신	2	3.0%
조	2	3.0%
Other values (30)	39	58.2%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9998
20111219	1
20071224	1

Length

Max length	8
Median length	4
Mean length	4.0008
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9998	> 99.9%
20111219	1	< 0.1%
20071224	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9998	> 99.9%
20111219	1	< 0.1%
20071224	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9998
20120929	1
20080211	1

Length

Max length	8
Median length	4
Mean length	4.0008
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9998	> 99.9%
20120929	1	< 0.1%
20080211	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9998	> 99.9%
20120929	1	< 0.1%
20080211	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8282
임대	1618
자가	100

Length

Max length	4
Median length	4
Mean length	3.6564
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8282	82.8%
임대	1618	16.2%
자가	100	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8282	82.8%
임대	1618	16.2%
자가	100	1.0%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.4%
Missing	7117
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.1692681

Minimum	0
Maximum	31
Zeros	1178
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	31
Range	31
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3831289
Coefficient of variation (CV)	1.1829014
Kurtosis	76.775381
Mean	1.1692681
Median Absolute Deviation (MAD)	1
Skewness	4.4905874
Sum	3371
Variance	1.9130455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1178	11.8%
1	663	6.6%
2	639	6.4%
3	281	2.8%
4	89	0.9%
5	13	0.1%
6	9	0.1%
8	4	< 0.1%
7	4	< 0.1%
10	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	7117	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1178	11.8%
1	663	6.6%
2	639	6.4%
3	281	2.8%
4	89	0.9%
5	13	0.1%
6	9	0.1%
7	4	< 0.1%
8	4	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
31	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
8	4	< 0.1%
7	4	< 0.1%
6	9	0.1%
5	13	0.1%
4	89	0.9%
3	281	2.8%
2	639	6.4%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8786
0	1190
1	24

Length

Max length	4
Median length	4
Mean length	3.6358
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>	8786	87.9%
0	1190	11.9%
1	24	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8786	87.9%
0	1190	11.9%
1	24	0.2%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8787
0	1163
1	47
2	2
3	1

Length

Max length	4
Median length	4
Mean length	3.6361
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8787	87.9%
0	1163	11.6%
1	47	0.5%
2	2	< 0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8787	87.9%
0	1163	11.6%
1	47	0.5%
2	2	< 0.1%
3	1	< 0.1%

회수건조수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.3%
Missing	7368
Missing (%)	73.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.59232523

Minimum	0
Maximum	8
Zeros	1310
Zeros (%)	13.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.73867092
Coefficient of variation (CV)	1.2470698
Kurtosis	11.118968
Mean	0.59232523
Median Absolute Deviation (MAD)	1
Skewness	2.2848738
Sum	1559
Variance	0.54563473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1310	13.1%
1	1186	11.9%
2	75	0.8%
3	34	0.3%
4	20	0.2%
5	3	< 0.1%
6	3	< 0.1%
8	1	< 0.1%
(Missing)	7368	73.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1310	13.1%
1	1186	11.9%
2	75	0.8%
3	34	0.3%
4	20	0.2%
5	3	< 0.1%
6	3	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	3	< 0.1%
5	3	< 0.1%
4	20	0.2%
3	34	0.3%
2	75	0.8%
1	1186	11.9%
0	1310	13.1%

침대수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7610
0	2390

Length

Max length	4
Median length	4
Mean length	3.283
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>	7610	76.1%
0	2390	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7610	76.1%
0	2390	23.9%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	828
Missing (%)	8.3%
Memory size	97.7 KiB

False	9168
True	4
(Missing)	828

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9168	91.7%
True	4	< 0.1%
(Missing)	828	8.3%

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
5803	3100000	3100000-205-2003-00034	20030926	<NA>	3	폐업	2	폐업	20210531	<NA>	<NA>	<NA>	02 9381850	29.67	139816	서울특별시 노원구 상계동 1305 상계동 동양메이저아파트 상가동 206호	서울특별시 노원구 상계로5길 12 (상계동,상계동 동양메이저아파트 상가동 206호)	1692	동양	2021-06-01 08:05:28	U	2021-06-03 02:40:00.0	일반세탁업	205575.736739	461696.659067	일반세탁업	2	<NA>	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	1	<NA>	N
2706	3040000	3040000-205-2011-00001	20110214	<NA>	3	폐업	2	폐업	20140923	<NA>	<NA>	<NA>	<NA>	29.70	143841	서울특별시 광진구 자양동 11-4번지	서울특별시 광진구 동일로18길 62 (자양동)	5078	럭스운동화	2011-02-14 10:56:59	I	2018-08-31 23:59:59.0	운동화전문세탁업	205766.923712	448521.355284	운동화전문세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
11272	3200000	3200000-205-1988-02649	19880810	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 8885340	39.60	151812	서울특별시 관악구 봉천동 1690-152번지	서울특별시 관악구 남부순환로 1951 (봉천동)	8802	백영세탁	2015-06-11 09:33:02	I	2018-08-31 23:59:59.0	일반세탁업	196929.221579	441579.156778	일반세탁업	3	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
13044	3220000	3220000-205-1989-02837	19891017	<NA>	3	폐업	2	폐업	20161209	<NA>	<NA>	<NA>	0222268340	20.00	135943	서울특별시 강남구 일원동 627-0번지 지상1층	서울특별시 강남구 개포로128길 35 (일원동,지상1층)	6339	강남세탁소	2004-11-20 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207384.346328	443415.419086	일반세탁업	4	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7806	3140000	3140000-205-1987-01722	19870716	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0226956541	14.80	158829	서울특별시 양천구 신월동 180-12	서울특별시 양천구 남부순환로40길 70 (신월동)	7911	서광사	2021-12-16 10:16:58	U	2021-12-18 02:40:00.0	일반세탁업	184562.582733	447865.819282	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
14506	3240000	3240000-205-2003-00011	20030307	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 4273451	33.00	134854	서울특별시 강동구 암사동 421-10번지 1층	서울특별시 강동구 암사길 104 (암사동,1층)	5258	영동세탁소	2004-01-14 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	212314.137099	449896.588417	일반세탁업	5	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
14581	3240000	3240000-205-1988-02156	19880819	<NA>	3	폐업	2	폐업	20030225	<NA>	<NA>	<NA>	0204767273	11.59	134838	서울특별시 강동구 상일동 301-7번지	<NA>	<NA>	백양	2003-05-21 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	215182.34483	449521.383143	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3537	3060000	3060000-205-1987-02000	19870709	<NA>	3	폐업	2	폐업	19930720	<NA>	<NA>	<NA>	0209731981	139.64	131849	서울특별시 중랑구 묵동 121-77번지	<NA>	<NA>	형제사	2001-10-04 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	206965.674147	456628.137064	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9285	3160000	3160000-205-1991-01983	19910920	<NA>	3	폐업	2	폐업	20041108	<NA>	<NA>	<NA>	02 8523623	15.73	152854	서울특별시 구로구 구로동 412-46번지	<NA>	<NA>	크로바	2004-11-08 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	189433.833164	443385.197006	일반세탁업	3	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
12868	3220000	3220000-205-1993-02706	19930401	<NA>	3	폐업	2	폐업	20030227	<NA>	<NA>	<NA>	<NA>	19.60	135945	서울특별시 강남구 일원동 642-11번지	<NA>	<NA>	크린프라자(주)일원1호점	2003-06-23 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207609.219449	443445.922791	일반세탁업	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<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
10371	3180000	3180000-205-1992-02328	19920811	<NA>	3	폐업	2	폐업	20021231	<NA>	<NA>	<NA>	0200000000	15.05	150820	서울특별시 영등포구 대림동 909-54번지	<NA>	<NA>	금강	2003-04-01 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	191688.549623	443803.838557	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
13779	3230000	3230000-205-1991-03071	19910510	<NA>	3	폐업	2	폐업	20030226	<NA>	<NA>	<NA>	02 4179685	16.53	138911	서울특별시 송파구 잠실동 22-0번지 주공2단지223동지하1호내5호	<NA>	<NA>	성신세탁소	2003-06-05 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	207750.499014	445762.808121	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7164	3120000	3120000-205-1994-02136	19940309	<NA>	3	폐업	2	폐업	20221213	<NA>	<NA>	<NA>	02 7203663	43.00	120853	서울특별시 서대문구 홍제동 82 홍제한양아파트상가 106호	서울특별시 서대문구 통일로25길 30, 1층 106호 (홍제동, 홍제한양아파트상가)	3730	한양세탁소	2022-12-13 10:08:08	U	2021-11-01 23:05:00.0	일반세탁업	195259.429273	453430.811542	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1849	3030000	3030000-205-1987-01776	19871024	<NA>	3	폐업	2	폐업	19950929	<NA>	<NA>	<NA>	02 4655334	14.00	133822	서울특별시 성동구 성수동1가 9-9번지	<NA>	<NA>	충북사	2001-09-25 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	204127.79728	449348.7131	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
11255	3200000	3200000-205-2003-00008	2003-01-24	<NA>	3	폐업	2	폐업	2024-03-19	<NA>	<NA>	<NA>	02 8853333	33.00	151-891	서울특별시 관악구 신림동 1450-47	서울특별시 관악구 봉천로4길 25 (신림동)	8706	경주사	2024-03-19 15:03:36	U	2023-12-02 22:01:00.0	일반세탁업	193226.009855	442951.148707	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6179	3110000	3110000-205-1996-01673	19960904	<NA>	3	폐업	2	폐업	19980818	<NA>	<NA>	<NA>	02 3525144	244.48	122050	서울특별시 은평구 갈현동 산 499-28번지	<NA>	<NA>	금성세탁사	2001-09-28 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	<NA>	<NA>	일반세탁업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
12006	3210000	3210000-205-1989-01651	19891014	<NA>	3	폐업	2	폐업	20001220	<NA>	<NA>	<NA>	02 5827936	.00	137849	서울특별시 서초구 방배동 988번지 신동아상가	<NA>	<NA>	신동아세탁소	2003-02-14 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	<NA>	<NA>	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
966	3010000	3010000-205-1993-01568	19930105	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222303560	361.80	100392	서울특별시 중구 장충동2가 202-0번지 (객실팀)	서울특별시 중구 동호로 249 (장충동2가,(객실팀))	4605	신라세탁소	2011-12-19 15:49:50	I	2018-08-31 23:59:59.0	일반세탁업	200632.985507	450610.610876	일반세탁업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	3	0	N
13514	3230000	3230000-205-1987-02830	19870730	<NA>	3	폐업	2	폐업	20030226	<NA>	<NA>	<NA>	02 4732185	.00	138874	서울특별시 송파구 풍납동 221-28번지 미성A상가	<NA>	<NA>	백성사	2003-06-05 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	210103.321559	448039.202974	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
12183	3210000	3210000-205-2006-00023	20061205	<NA>	3	폐업	2	폐업	20160630	<NA>	<NA>	<NA>	<NA>	19.80	137801	서울특별시 서초구 반포동 30-20번지	서울특별시 서초구 고무래로 79 (반포동)	<NA>	삼호	2006-12-05 00:00:00	I	2018-08-31 23:59:59.0	일반세탁업	201525.412592	444344.374375	일반세탁업	<NA>	1	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	3	<NA>	<NA>	<NA>	<NA>	N

Overview

Variables

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

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

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

Lowercase Letter

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Letter Number

Other Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common