gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	10000
Missing cells	126908
Missing cells (%)	27.0%
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	14
Text	7
DateTime	4
Unsupported	4
Categorical	16
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-16119/S/1/datasetView.do

Alerts

`업태구분명` is highly imbalanced (92.3%)	Imbalance
`위생업태명` is highly imbalanced (52.1%)	Imbalance
`발한실여부` is highly imbalanced (99.2%)	Imbalance
`좌석수` is highly imbalanced (56.8%)	Imbalance
`조건부허가신고사유` is highly imbalanced (99.3%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.3%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 3063 (30.6%) 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 2589 (25.9%) missing values	Missing
`도로명주소` has 3110 (31.1%) missing values	Missing
`도로명우편번호` has 3176 (31.8%) missing values	Missing
`좌표정보(X)` has 290 (2.9%) missing values	Missing
`좌표정보(Y)` has 290 (2.9%) missing values	Missing
`건물지상층수` has 3744 (37.4%) missing values	Missing
`건물지하층수` has 4134 (41.3%) missing values	Missing
`사용시작지상층` has 4896 (49.0%) missing values	Missing
`사용끝지상층` has 5699 (57.0%) missing values	Missing
`사용시작지하층` has 7568 (75.7%) missing values	Missing
`사용끝지하층` has 8157 (81.6%) missing values	Missing
`발한실여부` has 2113 (21.1%) missing values	Missing
`조건부허가시작일자` has 9989 (99.9%) missing values	Missing
`조건부허가종료일자` has 9989 (99.9%) missing values	Missing
`여성종사자수` has 8087 (80.9%) missing values	Missing
`남성종사자수` has 8043 (80.4%) missing values	Missing
`다중이용업소여부` has 1871 (18.7%) missing values	Missing
`사용시작지상층` is highly skewed (γ1 = 46.90402388)	Skewed
`사용시작지하층` is highly skewed (γ1 = 42.50202532)	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 4168 (41.7%) zeros	Zeros
`건물지하층수` has 4648 (46.5%) zeros	Zeros
`사용시작지상층` has 1039 (10.4%) zeros	Zeros
`사용끝지상층` has 587 (5.9%) zeros	Zeros
`사용시작지하층` has 1949 (19.5%) zeros	Zeros
`사용끝지하층` has 1398 (14.0%) zeros	Zeros
`여성종사자수` has 1551 (15.5%) zeros	Zeros
`남성종사자수` has 1352 (13.5%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:30:34.039873
Analysis finished	2024-05-11 05:30:37.985047
Duration	3.95 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	3147703

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	3010000
Q1	3090000
median	3170000
Q3	3220000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	130000

Descriptive statistics

Standard deviation	75182.571
Coefficient of variation (CV)	0.0238849
Kurtosis	-1.0009805
Mean	3147703
Median Absolute Deviation (MAD)	50000
Skewness	-0.6023461
Sum	3.147703 × 10¹⁰
Variance	5.652419 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3220000	1297	13.0%
3210000	951	9.5%
3230000	819	8.2%
3180000	804	8.0%
3130000	518	5.2%
3150000	442	4.4%
3010000	428	4.3%
3160000	412	4.1%
3240000	395	4.0%
3170000	328	3.3%
Other values (15)	3606	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	296	3.0%
3010000	428	4.3%
3020000	265	2.6%
3030000	286	2.9%
3040000	324	3.2%
3050000	285	2.9%
3060000	259	2.6%
3070000	191	1.9%
3080000	139	1.4%
3090000	162	1.6%

Value	Count	Frequency (%)
3240000	395	4.0%
3230000	819	8.2%
3220000	1297	13.0%
3210000	951	9.5%
3200000	304	3.0%
3190000	263	2.6%
3180000	804	8.0%
3170000	328	3.3%
3160000	412	4.1%
3150000	442	4.4%

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	3000000-206-1999-01741
2nd row	3060000-206-2022-00002
3rd row	3130000-206-2012-00008
4th row	3220000-206-2012-00035
5th row	3000000-206-1999-01748

Value	Count	Frequency (%)
3000000-206-1999-01741	1	< 0.1%
3180000-206-2020-00005	1	< 0.1%
3040000-206-2016-00008	1	< 0.1%
3010000-206-1992-01703	1	< 0.1%
3120000-206-1997-00911	1	< 0.1%
3060000-206-2015-00007	1	< 0.1%
3140000-206-2005-00002	1	< 0.1%
3040000-206-1999-01939	1	< 0.1%
3220000-206-2019-00004	1	< 0.1%
3020000-206-2005-00012	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	99654	45.3%
-	30000	13.6%
2	29215	13.3%
1	15796	7.2%
3	15078	6.9%
6	12832	5.8%
9	5143	2.3%
4	3591	1.6%
8	2969	1.3%
5	2968	1.3%

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	99654	52.4%
2	29215	15.4%
1	15796	8.3%
3	15078	7.9%
6	12832	6.8%
9	5143	2.7%
4	3591	1.9%
8	2969	1.6%
5	2968	1.6%
7	2754	1.4%

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	99654	45.3%
-	30000	13.6%
2	29215	13.3%
1	15796	7.2%
3	15078	6.9%
6	12832	5.8%
9	5143	2.3%
4	3591	1.6%
8	2969	1.3%
5	2968	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	99654	45.3%
-	30000	13.6%
2	29215	13.3%
1	15796	7.2%
3	15078	6.9%
6	12832	5.8%
9	5143	2.3%
4	3591	1.6%
8	2969	1.3%
5	2968	1.3%

인허가일자
Date

Distinct	5030
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1976-10-07 00:00:00
Maximum	2024-05-08 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	6937
1	3063

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	1
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	6937	69.4%
1	3063	30.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	6937	69.4%
1	3063	30.6%

영업상태명
Categorical

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

폐업	6937
영업/정상	3063

Length

Max length	5
Median length	2
Mean length	2.9189
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	6937	69.4%
영업/정상	3063	30.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	6937	69.4%
영업/정상	3063	30.6%

상세영업상태코드
Categorical

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

2	6937
1	3063

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

Common Values

Value	Count	Frequency (%)
2	6937	69.4%
1	3063	30.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	6937	69.4%
1	3063	30.6%

상세영업상태명
Categorical

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

폐업	6937
영업	3063

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	영업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	6937	69.4%
영업	3063	30.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	6937	69.4%
영업	3063	30.6%

폐업일자
Date

MISSING

Distinct	3654
Distinct (%)	52.7%
Missing	3063
Missing (%)	30.6%
Memory size	156.2 KiB

Minimum	1990-03-29 00:00:00
Maximum	2024-05-09 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	6338
Distinct (%)	85.5%
Missing	2589
Missing (%)	25.9%
Memory size	156.2 KiB

Length

Max length	12
Median length	10
Mean length	10.41209
Min length	2

Characters and Unicode

Total characters	77164
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	5537 ?
Unique (%)	74.7%

Sample

1st row	02 7222054
2nd row	02 8626025
3rd row	02 553 1825
4th row	0232171295
5th row	0203388555

Value	Count	Frequency (%)
02	4527	33.1%
070	146	1.1%
031	66	0.5%
0	22	0.2%
0200000000	16	0.1%
521	15	0.1%
577	14	0.1%
032	13	0.1%
575	13	0.1%
587	12	0.1%
Other values (6704)	8839	64.6%

Most occurring characters

Value	Count	Frequency (%)
0	13182	17.1%
2	12919	16.7%
	8385	10.9%
3	5954	7.7%
5	5875	7.6%
7	5642	7.3%
4	5422	7.0%
1	5415	7.0%
8	5077	6.6%
6	5049	6.5%
Other values (2)	4244	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68778	89.1%
Space Separator	8385	10.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13182	19.2%
2	12919	18.8%
3	5954	8.7%
5	5875	8.5%
7	5642	8.2%
4	5422	7.9%
1	5415	7.9%
8	5077	7.4%
6	5049	7.3%
9	4243	6.2%

Space Separator

Value	Count	Frequency (%)
	8385	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77164	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13182	17.1%
2	12919	16.7%
	8385	10.9%
3	5954	7.7%
5	5875	7.6%
7	5642	7.3%
4	5422	7.0%
1	5415	7.0%
8	5077	6.6%
6	5049	6.5%
Other values (2)	4244	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77164	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13182	17.1%
2	12919	16.7%
	8385	10.9%
3	5954	7.7%
5	5875	7.6%
7	5642	7.3%
4	5422	7.0%
1	5415	7.0%
8	5077	6.6%
6	5049	6.5%
Other values (2)	4244	5.5%

소재지면적
Text

Distinct	4150
Distinct (%)	41.5%
Missing	12
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	5.0165198
Min length	3

Characters and Unicode

Total characters	50105
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	3160 ?
Unique (%)	31.6%

Sample

1st row	112.00
2nd row	22.00
3rd row	20.00
4th row	10.00
5th row	18,369.28

Value	Count	Frequency (%)
00	829	8.3%
33.00	281	2.8%
66.00	208	2.1%
30.00	159	1.6%
20.00	117	1.2%
10.00	108	1.1%
50.00	104	1.0%
60.00	99	1.0%
3.30	88	0.9%
15.00	87	0.9%
Other values (4140)	7908	79.2%

Most occurring characters

Value	Count	Frequency (%)
0	12516	25.0%
.	9988	19.9%
1	4054	8.1%
2	3664	7.3%
3	3645	7.3%
6	3289	6.6%
5	3099	6.2%
4	2858	5.7%
8	2449	4.9%
9	2420	4.8%
Other values (2)	2123	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40027	79.9%
Other Punctuation	10078	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12516	31.3%
1	4054	10.1%
2	3664	9.2%
3	3645	9.1%
6	3289	8.2%
5	3099	7.7%
4	2858	7.1%
8	2449	6.1%
9	2420	6.0%
7	2033	5.1%

Other Punctuation

Value	Count	Frequency (%)
.	9988	99.1%
,	90	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	50105	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12516	25.0%
.	9988	19.9%
1	4054	8.1%
2	3664	7.3%
3	3645	7.3%
6	3289	6.6%
5	3099	6.2%
4	2858	5.7%
8	2449	4.9%
9	2420	4.8%
Other values (2)	2123	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50105	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12516	25.0%
.	9988	19.9%
1	4054	8.1%
2	3664	7.3%
3	3645	7.3%
6	3289	6.6%
5	3099	6.2%
4	2858	5.7%
8	2449	4.9%
9	2420	4.8%
Other values (2)	2123	4.2%

소재지우편번호
Text

Distinct	2728
Distinct (%)	27.4%
Missing	44
Missing (%)	0.4%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	6.1181197
Min length	6

Characters and Unicode

Total characters	60912
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	1097 ?
Unique (%)	11.0%

Sample

1st row	110092
2nd row	131-852
3rd row	121894
4th row	135846
5th row	110794

Value	Count	Frequency (%)
157210	69	0.7%
153863	49	0.5%
138888	46	0.5%
152848	41	0.4%
137876	38	0.4%
157930	36	0.4%
153803	35	0.4%
157-210	32	0.3%
138828	30	0.3%
137860	30	0.3%
Other values (2718)	9550	95.9%

Most occurring characters

Value	Count	Frequency (%)
1	14046	23.1%
8	9697	15.9%
3	8008	13.1%
0	6238	10.2%
5	6103	10.0%
2	4033	6.6%
7	3442	5.7%
4	3228	5.3%
9	2640	4.3%
6	2301	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59736	98.1%
Dash Punctuation	1176	1.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14046	23.5%
8	9697	16.2%
3	8008	13.4%
0	6238	10.4%
5	6103	10.2%
2	4033	6.8%
7	3442	5.8%
4	3228	5.4%
9	2640	4.4%
6	2301	3.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1176	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60912	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14046	23.1%
8	9697	15.9%
3	8008	13.1%
0	6238	10.2%
5	6103	10.0%
2	4033	6.6%
7	3442	5.7%
4	3228	5.3%
9	2640	4.3%
6	2301	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60912	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14046	23.1%
8	9697	15.9%
3	8008	13.1%
0	6238	10.2%
5	6103	10.0%
2	4033	6.6%
7	3442	5.7%
4	3228	5.3%
9	2640	4.3%
6	2301	3.8%

지번주소
Text

Distinct	9372
Distinct (%)	94.1%
Missing	44
Missing (%)	0.4%
Memory size	156.2 KiB

Length

Max length	57
Median length	48
Mean length	26.352551
Min length	14

Characters and Unicode

Total characters	262366
Distinct characters	625
Distinct categories	11 ?
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	8928 ?
Unique (%)	89.7%

Sample

1st row	서울특별시 종로구 홍파동 20-9 경기빌딩5층
2nd row	서울특별시 중랑구 묵동 240-186
3rd row	서울특별시 마포구 서교동 379-18
4th row	서울특별시 강남구 대치동 945-22
5th row	서울특별시 종로구 인사동 194-4 하나로빌딩516호

Value	Count	Frequency (%)
서울특별시	9953	19.3%
강남구	1298	2.5%
서초구	952	1.8%
송파구	817	1.6%
영등포구	790	1.5%
마포구	516	1.0%
2층	491	1.0%
강서구	442	0.9%
중구	427	0.8%
구로구	404	0.8%
Other values (11151)	35388	68.7%

Most occurring characters

Value	Count	Frequency (%)
	48323	18.4%
서	12219	4.7%
1	11990	4.6%
동	11760	4.5%
구	10783	4.1%
시	10284	3.9%
울	9999	3.8%
별	9966	3.8%
특	9953	3.8%
-	8644	3.3%
Other values (615)	118445	45.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	145736	55.5%
Decimal Number	57285	21.8%
Space Separator	48323	18.4%
Dash Punctuation	8644	3.3%
Uppercase Letter	784	0.3%
Close Punctuation	585	0.2%
Open Punctuation	583	0.2%
Other Punctuation	298	0.1%
Lowercase Letter	80	< 0.1%
Letter Number	25	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	12219	8.4%
동	11760	8.1%
구	10783	7.4%
시	10284	7.1%
울	9999	6.9%
별	9966	6.8%
특	9953	6.8%
호	3669	2.5%
층	3034	2.1%
강	2476	1.7%
Other values (538)	61593	42.3%

Uppercase Letter

Value	Count	Frequency (%)
B	204	26.0%
A	86	11.0%
K	71	9.1%
T	62	7.9%
D	49	6.2%
S	41	5.2%
C	33	4.2%
G	26	3.3%
I	24	3.1%
L	23	2.9%
Other values (16)	165	21.0%

Lowercase Letter

Value	Count	Frequency (%)
e	18	22.5%
c	8	10.0%
r	7	8.8%
s	6	7.5%
b	5	6.2%
o	5	6.2%
n	5	6.2%
t	5	6.2%
k	4	5.0%
w	3	3.8%
Other values (8)	14	17.5%

Decimal Number

Value	Count	Frequency (%)
1	11990	20.9%
2	8153	14.2%
3	6584	11.5%
0	5932	10.4%
4	5429	9.5%
5	4700	8.2%
6	4229	7.4%
7	3706	6.5%
9	3338	5.8%
8	3224	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	213	71.5%
.	36	12.1%
/	34	11.4%
&	7	2.3%
@	5	1.7%
?	3	1.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	13	52.0%
Ⅰ	6	24.0%
Ⅲ	4	16.0%
Ⅳ	1	4.0%
Ⅴ	1	4.0%

Math Symbol

Value	Count	Frequency (%)
~	16	69.6%
<	3	13.0%
>	3	13.0%
∥	1	4.3%

Close Punctuation

Value	Count	Frequency (%)
)	546	93.3%
]	37	6.3%
］	2	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	544	93.3%
[	37	6.3%
［	2	0.3%

Space Separator

Value	Count	Frequency (%)
	48323	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8644	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	145736	55.5%
Common	115741	44.1%
Latin	889	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	12219	8.4%
동	11760	8.1%
구	10783	7.4%
시	10284	7.1%
울	9999	6.9%
별	9966	6.8%
특	9953	6.8%
호	3669	2.5%
층	3034	2.1%
강	2476	1.7%
Other values (538)	61593	42.3%

Latin

Value	Count	Frequency (%)
B	204	22.9%
A	86	9.7%
K	71	8.0%
T	62	7.0%
D	49	5.5%
S	41	4.6%
C	33	3.7%
G	26	2.9%
I	24	2.7%
L	23	2.6%
Other values (39)	270	30.4%

Common

Value	Count	Frequency (%)
	48323	41.8%
1	11990	10.4%
-	8644	7.5%
2	8153	7.0%
3	6584	5.7%
0	5932	5.1%
4	5429	4.7%
5	4700	4.1%
6	4229	3.7%
7	3706	3.2%
Other values (18)	8051	7.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	145736	55.5%
ASCII	116600	44.4%
Number Forms	25	< 0.1%
None	4	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48323	41.4%
1	11990	10.3%
-	8644	7.4%
2	8153	7.0%
3	6584	5.6%
0	5932	5.1%
4	5429	4.7%
5	4700	4.0%
6	4229	3.6%
7	3706	3.2%
Other values (59)	8910	7.6%

Hangul

Value	Count	Frequency (%)
서	12219	8.4%
동	11760	8.1%
구	10783	7.4%
시	10284	7.1%
울	9999	6.9%
별	9966	6.8%
특	9953	6.8%
호	3669	2.5%
층	3034	2.1%
강	2476	1.7%
Other values (538)	61593	42.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	13	52.0%
Ⅰ	6	24.0%
Ⅲ	4	16.0%
Ⅳ	1	4.0%
Ⅴ	1	4.0%

None

Value	Count	Frequency (%)
］	2	50.0%
［	2	50.0%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

도로명주소
Text

MISSING

Distinct	6730
Distinct (%)	97.7%
Missing	3110
Missing (%)	31.1%
Memory size	156.2 KiB

Length

Max length	68
Median length	56
Mean length	35.374165
Min length	19

Characters and Unicode

Total characters	243728
Distinct characters	635
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	6577 ?
Unique (%)	95.5%

Sample

1st row	서울특별시 중랑구 봉화산로3길 194, 1층 (묵동)
2nd row	서울특별시 마포구 잔다리로7길 19, 302호 (서교동, 두원빌딩)
3rd row	서울특별시 강남구 영동대로85길 20-5, 지상6층 (대치동, 수륙빌딩)
4th row	서울특별시 마포구 성지길 46 (합정동)
5th row	서울특별시 강동구 명일로 228, 그린하우스 301호 (길동)

Value	Count	Frequency (%)
서울특별시	6887	14.9%
강남구	789	1.7%
서초구	700	1.5%
송파구	648	1.4%
2층	630	1.4%
영등포구	575	1.2%
3층	527	1.1%
1층	523	1.1%
강서구	356	0.8%
마포구	353	0.8%
Other values (8609)	34207	74.0%

Most occurring characters

Value	Count	Frequency (%)
	39323	16.1%
1	9491	3.9%
동	8998	3.7%
서	8916	3.7%
,	8101	3.3%
로	7621	3.1%
구	7548	3.1%
시	7292	3.0%
)	7136	2.9%
(	7135	2.9%
Other values (625)	132167	54.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	138080	56.7%
Decimal Number	41858	17.2%
Space Separator	39323	16.1%
Other Punctuation	8143	3.3%
Close Punctuation	7150	2.9%
Open Punctuation	7149	2.9%
Dash Punctuation	1099	0.5%
Uppercase Letter	820	0.3%
Lowercase Letter	67	< 0.1%
Letter Number	24	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	8998	6.5%
서	8916	6.5%
로	7621	5.5%
구	7548	5.5%
시	7292	5.3%
울	6936	5.0%
별	6900	5.0%
특	6887	5.0%
호	4346	3.1%
층	4332	3.1%
Other values (556)	68304	49.5%

Uppercase Letter

Value	Count	Frequency (%)
B	232	28.3%
A	105	12.8%
K	71	8.7%
T	61	7.4%
C	53	6.5%
S	42	5.1%
D	37	4.5%
I	20	2.4%
E	19	2.3%
L	19	2.3%
Other values (16)	161	19.6%

Lowercase Letter

Value	Count	Frequency (%)
e	14	20.9%
s	7	10.4%
r	6	9.0%
c	6	9.0%
b	5	7.5%
o	5	7.5%
a	4	6.0%
n	4	6.0%
t	4	6.0%
k	3	4.5%
Other values (6)	9	13.4%

Decimal Number

Value	Count	Frequency (%)
1	9491	22.7%
2	6438	15.4%
3	4965	11.9%
0	4865	11.6%
4	3641	8.7%
5	3205	7.7%
6	2751	6.6%
7	2401	5.7%
8	2211	5.3%
9	1890	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	8101	99.5%
/	17	0.2%
.	16	0.2%
&	6	0.1%
@	3	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	12	50.0%
Ⅰ	6	25.0%
Ⅲ	4	16.7%
Ⅴ	1	4.2%
Ⅳ	1	4.2%

Close Punctuation

Value	Count	Frequency (%)
)	7136	99.8%
]	14	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	7135	99.8%
[	14	0.2%

Space Separator

Value	Count	Frequency (%)
	39323	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1099	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	138080	56.7%
Common	104737	43.0%
Latin	911	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	8998	6.5%
서	8916	6.5%
로	7621	5.5%
구	7548	5.5%
시	7292	5.3%
울	6936	5.0%
별	6900	5.0%
특	6887	5.0%
호	4346	3.1%
층	4332	3.1%
Other values (556)	68304	49.5%

Latin

Value	Count	Frequency (%)
B	232	25.5%
A	105	11.5%
K	71	7.8%
T	61	6.7%
C	53	5.8%
S	42	4.6%
D	37	4.1%
I	20	2.2%
E	19	2.1%
L	19	2.1%
Other values (37)	252	27.7%

Common

Value	Count	Frequency (%)
	39323	37.5%
1	9491	9.1%
,	8101	7.7%
)	7136	6.8%
(	7135	6.8%
2	6438	6.1%
3	4965	4.7%
0	4865	4.6%
4	3641	3.5%
5	3205	3.1%
Other values (12)	10437	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	138080	56.7%
ASCII	105624	43.3%
Number Forms	24	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	39323	37.2%
1	9491	9.0%
,	8101	7.7%
)	7136	6.8%
(	7135	6.8%
2	6438	6.1%
3	4965	4.7%
0	4865	4.6%
4	3641	3.4%
5	3205	3.0%
Other values (54)	11324	10.7%

Hangul

Value	Count	Frequency (%)
동	8998	6.5%
서	8916	6.5%
로	7621	5.5%
구	7548	5.5%
시	7292	5.3%
울	6936	5.0%
별	6900	5.0%
특	6887	5.0%
호	4346	3.1%
층	4332	3.1%
Other values (556)	68304	49.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	12	50.0%
Ⅰ	6	25.0%
Ⅲ	4	16.7%
Ⅴ	1	4.2%
Ⅳ	1	4.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	2563
Distinct (%)	37.6%
Missing	3176
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	5625.6647

Minimum	1006
Maximum	61087
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1006
5-th percentile	1827.45
Q1	4337
median	6012.5
Q3	7226
95-th percentile	8569.4
Maximum	61087
Range	60081
Interquartile range (IQR)	2889

Descriptive statistics

Standard deviation	2099.7581
Coefficient of variation (CV)	0.37324622
Kurtosis	70.479262
Mean	5625.6647
Median Absolute Deviation (MAD)	1320.5
Skewness	2.3263427
Sum	38389536
Variance	4408984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8639	59	0.6%
5838	31	0.3%
4808	29	0.3%
6775	28	0.3%
7333	27	0.3%
5836	25	0.2%
7788	23	0.2%
7238	23	0.2%
7222	21	0.2%
7803	21	0.2%
Other values (2553)	6537	65.4%
(Missing)	3176	31.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1006	1	< 0.1%
1009	2	< 0.1%
1013	1	< 0.1%
1014	1	< 0.1%
1021	1	< 0.1%
1030	1	< 0.1%
1033	1	< 0.1%
1036	1	< 0.1%
1040	1	< 0.1%
1041	1	< 0.1%

Value	Count	Frequency (%)
61087	1	< 0.1%
17154	1	< 0.1%
12927	1	< 0.1%
8865	1	< 0.1%
8861	1	< 0.1%
8860	3	< 0.1%
8859	3	< 0.1%
8855	2	< 0.1%
8854	1	< 0.1%
8849	1	< 0.1%

사업장명
Text

Distinct	8356
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	39
Median length	34
Mean length	7.9863
Min length	2

Characters and Unicode

Total characters	79863
Distinct characters	775
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	7062 ?
Unique (%)	70.6%

Sample

1st row	오대개발주식회사
2nd row	미래환경산업
3rd row	(주)그린피아한성
4th row	(주)에스크린
5th row	금강안전(주)

Value	Count	Frequency (%)
주식회사	992	8.5%
주	106	0.9%
크린	23	0.2%
사회복지법인	19	0.2%
유한회사	16	0.1%
사단법인	16	0.1%
클린	15	0.1%
서비스	12	0.1%
협동조합	12	0.1%
사회적협동조합	11	0.1%
Other values (8561)	10435	89.5%

Most occurring characters

Value	Count	Frequency (%)
주	7390	9.3%
)	6159	7.7%
(	6114	7.7%
스	2979	3.7%
이	2102	2.6%
에	1861	2.3%
	1667	2.1%
사	1648	2.1%
리	1479	1.9%
회	1387	1.7%
Other values (765)	47077	58.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	64709	81.0%
Close Punctuation	6159	7.7%
Open Punctuation	6114	7.7%
Space Separator	1667	2.1%
Uppercase Letter	651	0.8%
Lowercase Letter	285	0.4%
Decimal Number	115	0.1%
Other Punctuation	114	0.1%
Dash Punctuation	49	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	7390	11.4%
스	2979	4.6%
이	2102	3.2%
에	1861	2.9%
사	1648	2.5%
리	1479	2.3%
회	1387	2.1%
식	1221	1.9%
씨	909	1.4%
비	907	1.4%
Other values (695)	42826	66.2%

Uppercase Letter

Value	Count	Frequency (%)
C	97	14.9%
S	93	14.3%
M	60	9.2%
N	40	6.1%
B	34	5.2%
E	33	5.1%
G	31	4.8%
O	30	4.6%
K	27	4.1%
T	27	4.1%
Other values (15)	179	27.5%

Lowercase Letter

Value	Count	Frequency (%)
e	41	14.4%
i	25	8.8%
a	24	8.4%
t	20	7.0%
n	20	7.0%
o	19	6.7%
l	18	6.3%
r	18	6.3%
s	17	6.0%
c	16	5.6%
Other values (15)	67	23.5%

Decimal Number

Value	Count	Frequency (%)
1	34	29.6%
2	24	20.9%
9	11	9.6%
5	10	8.7%
3	10	8.7%
6	9	7.8%
4	9	7.8%
0	5	4.3%
7	2	1.7%
8	1	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	71	62.3%
&	35	30.7%
,	5	4.4%
?	1	0.9%
＆	1	0.9%
/	1	0.9%

Close Punctuation

Value	Count	Frequency (%)
)	6159	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6114	100.0%

Space Separator

Value	Count	Frequency (%)
	1667	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	49	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	64707	81.0%
Common	14218	17.8%
Latin	936	1.2%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	7390	11.4%
스	2979	4.6%
이	2102	3.2%
에	1861	2.9%
사	1648	2.5%
리	1479	2.3%
회	1387	2.1%
식	1221	1.9%
씨	909	1.4%
비	907	1.4%
Other values (693)	42824	66.2%

Latin

Value	Count	Frequency (%)
C	97	10.4%
S	93	9.9%
M	60	6.4%
e	41	4.4%
N	40	4.3%
B	34	3.6%
E	33	3.5%
G	31	3.3%
O	30	3.2%
K	27	2.9%
Other values (40)	450	48.1%

Common

Value	Count	Frequency (%)
)	6159	43.3%
(	6114	43.0%
	1667	11.7%
.	71	0.5%
-	49	0.3%
&	35	0.2%
1	34	0.2%
2	24	0.2%
9	11	0.1%
5	10	0.1%
Other values (10)	44	0.3%

Han

Value	Count	Frequency (%)
作	1	50.0%
情	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	64707	81.0%
ASCII	15153	19.0%
CJK	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	7390	11.4%
스	2979	4.6%
이	2102	3.2%
에	1861	2.9%
사	1648	2.5%
리	1479	2.3%
회	1387	2.1%
식	1221	1.9%
씨	909	1.4%
비	907	1.4%
Other values (693)	42824	66.2%

ASCII

Value	Count	Frequency (%)
)	6159	40.6%
(	6114	40.3%
	1667	11.0%
C	97	0.6%
S	93	0.6%
.	71	0.5%
M	60	0.4%
-	49	0.3%
e	41	0.3%
N	40	0.3%
Other values (59)	762	5.0%

CJK

Value	Count	Frequency (%)
作	1	50.0%
情	1	50.0%

None

Value	Count	Frequency (%)
＆	1	100.0%

최종수정일자
Date

Distinct	8556
Distinct (%)	85.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1998-12-30 00:00:00
Maximum	2024-05-09 17:21:53

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	6825
U	3175

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	U
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	6825	68.2%
U	3175	31.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6825	68.2%
u	3175	31.8%

데이터갱신일자
Date

Distinct	1523
Distinct (%)	15.2%
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	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

건물위생관리업	9906
건물위생관리업 기타	94

Length

Max length	10
Median length	7
Mean length	7.0282
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	9906	99.1%
건물위생관리업 기타	94	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	10000	99.1%
기타	94	0.9%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	6837
Distinct (%)	70.4%
Missing	290
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	199590.5

Minimum	182141.21
Maximum	219054.81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	182141.21
5-th percentile	186884.17
Q1	192881.2
median	201196.63
Q3	204994.57
95-th percentile	211130.69
Maximum	219054.81
Range	36913.607
Interquartile range (IQR)	12113.371

Descriptive statistics

Standard deviation	7498.2242
Coefficient of variation (CV)	0.037568041
Kurtosis	-0.9188426
Mean	199590.5
Median Absolute Deviation (MAD)	5861.6877
Skewness	-0.1859373
Sum	1.9380238 × 10⁹
Variance	56223366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
191226.287379467	78	0.8%
210986.460698452	24	0.2%
208937.760652081	15	0.1%
190555.768991595	13	0.1%
194561.746032498	13	0.1%
193469.554731741	13	0.1%
202155.401317068	12	0.1%
211542.314116941	12	0.1%
190541.499138217	12	0.1%
201753.303709664	12	0.1%
Other values (6827)	9506	95.1%
(Missing)	290	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182141.205465089	1	< 0.1%
182154.410343287	1	< 0.1%
182243.855587728	1	< 0.1%
182297.683890108	1	< 0.1%
182456.194080179	1	< 0.1%
182478.394935408	1	< 0.1%
182742.537963411	1	< 0.1%
182801.931637762	2	< 0.1%
182853.820302804	1	< 0.1%
182865.612372488	2	< 0.1%

Value	Count	Frequency (%)
219054.812242672	1	< 0.1%
218366.202136734	1	< 0.1%
215474.513482379	1	< 0.1%
215339.644961398	1	< 0.1%
215327.573332527	1	< 0.1%
215313.230134197	1	< 0.1%
215289.815449411	2	< 0.1%
215254.0	3	< 0.1%
215231.341426541	1	< 0.1%
215212.625424847	4	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	6836
Distinct (%)	70.4%
Missing	290
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	447777.7

Minimum	189707.52
Maximum	465042.49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	189707.52
5-th percentile	441562.36
Q1	443795.03
median	446897.71
Q3	451032.16
95-th percentile	457712.94
Maximum	465042.49
Range	275334.97
Interquartile range (IQR)	7237.1206

Descriptive statistics

Standard deviation	5761.2943
Coefficient of variation (CV)	0.012866416
Kurtosis	414.21395
Mean	447777.7
Median Absolute Deviation (MAD)	3544.2592
Skewness	-8.6859031
Sum	4.3479214 × 10⁹
Variance	33192512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
437914.06299827	78	0.8%
441725.293491662	24	0.2%
442873.588039887	15	0.1%
446698.814322782	13	0.1%
446364.318286465	13	0.1%
446508.068667777	13	0.1%
442708.140860448	12	0.1%
448273.114107211	12	0.1%
459411.940883021	12	0.1%
446369.332313077	12	0.1%
Other values (6826)	9506	95.1%
(Missing)	290	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
189707.523875	1	< 0.1%
414646.396157047	1	< 0.1%
436888.773525926	1	< 0.1%
436953.782824253	1	< 0.1%
437044.063129093	1	< 0.1%
437562.242368734	2	< 0.1%
437720.936273177	1	< 0.1%
437914.06299827	78	0.8%
437968.892025771	1	< 0.1%
438251.799466626	1	< 0.1%

Value	Count	Frequency (%)
465042.493324016	4	< 0.1%
464978.535	1	< 0.1%
464828.911640695	1	< 0.1%
464814.717432497	4	< 0.1%
464768.43323261	1	< 0.1%
464725.202550965	1	< 0.1%
464621.491955908	1	< 0.1%
464472.810888981	2	< 0.1%
464295.628375287	1	< 0.1%
464212.297931928	1	< 0.1%

위생업태명
Categorical

IMBALANCE

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

건물위생관리업	8051
<NA>	1871
건물위생관리업 기타	78

Length

Max length	10
Median length	7
Mean length	6.4621
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	8051	80.5%
<NA>	1871	18.7%
건물위생관리업 기타	78	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	8129	80.7%
na	1871	18.6%
기타	78	0.8%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	36
Distinct (%)	0.6%
Missing	3744
Missing (%)	37.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.9518862

Minimum	0
Maximum	54
Zeros	4168
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	10
Maximum	54
Range	54
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.0500568
Coefficient of variation (CV)	2.0749452
Kurtosis	23.247411
Mean	1.9518862
Median Absolute Deviation (MAD)	0
Skewness	3.8204569
Sum	12211
Variance	16.40296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	4168	41.7%
4	416	4.2%
5	393	3.9%
3	374	3.7%
2	202	2.0%
6	118	1.2%
1	113	1.1%
10	71	0.7%
7	56	0.6%
8	55	0.5%
Other values (26)	290	2.9%
(Missing)	3744	37.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4168	41.7%
1	113	1.1%
2	202	2.0%
3	374	3.7%
4	416	4.2%
5	393	3.9%
6	118	1.2%
7	56	0.6%
8	55	0.5%
9	40	0.4%

Value	Count	Frequency (%)
54	2	< 0.1%
46	1	< 0.1%
45	1	< 0.1%
39	1	< 0.1%
33	1	< 0.1%
31	2	< 0.1%
30	2	< 0.1%
28	2	< 0.1%
27	2	< 0.1%
26	3	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.2%
Missing	4134
Missing (%)	41.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.36941698

Minimum	0
Maximum	32
Zeros	4648
Zeros (%)	46.5%
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	2
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0821715
Coefficient of variation (CV)	2.9294039
Kurtosis	146.02514
Mean	0.36941698
Median Absolute Deviation (MAD)	0
Skewness	7.9177187
Sum	2167
Variance	1.1710952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	4648	46.5%
1	875	8.8%
2	118	1.2%
4	69	0.7%
3	64	0.6%
5	35	0.4%
6	33	0.3%
7	14	0.1%
8	7	0.1%
14	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	4134	41.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4648	46.5%
1	875	8.8%
2	118	1.2%
3	64	0.6%
4	69	0.7%
5	35	0.4%
6	33	0.3%
7	14	0.1%
8	7	0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
32	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
8	7	0.1%
7	14	0.1%
6	33	0.3%
5	35	0.4%
4	69	0.7%
3	64	0.6%
2	118	1.2%

사용시작지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	30
Distinct (%)	0.6%
Missing	4896
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4233934

Minimum	0
Maximum	803
Zeros	1039
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	10
Maximum	803
Range	803
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	13.910425
Coefficient of variation (CV)	4.0633438
Kurtosis	2473.1353
Mean	3.4233934
Median Absolute Deviation (MAD)	2
Skewness	46.904024
Sum	17473
Variance	193.49991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	1039	10.4%
2	931	9.3%
3	770	7.7%
1	735	7.3%
4	536	5.4%
5	333	3.3%
6	170	1.7%
7	108	1.1%
8	103	1.0%
10	82	0.8%
Other values (20)	297	3.0%
(Missing)	4896	49.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1039	10.4%
1	735	7.3%
2	931	9.3%
3	770	7.7%
4	536	5.4%
5	333	3.3%
6	170	1.7%
7	108	1.1%
8	103	1.0%
9	78	0.8%

Value	Count	Frequency (%)
803	1	< 0.1%
503	1	< 0.1%
201	1	< 0.1%
39	1	< 0.1%
35	1	< 0.1%
25	1	< 0.1%
24	2	< 0.1%
22	3	< 0.1%
21	3	< 0.1%
20	4	< 0.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	50
Distinct (%)	1.2%
Missing	5699
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5356894

Minimum	0
Maximum	910
Zeros	587
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	11
Maximum	910
Range	910
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	38.843017
Coefficient of variation (CV)	5.9432165
Kurtosis	271.37911
Mean	6.5356894
Median Absolute Deviation (MAD)	2
Skewness	15.293911
Sum	28110
Variance	1508.7799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	869	8.7%
3	740	7.4%
1	610	6.1%
0	587	5.9%
4	478	4.8%
5	313	3.1%
6	142	1.4%
7	96	1.0%
8	90	0.9%
10	71	0.7%
Other values (40)	305	3.0%
(Missing)	5699	57.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	587	5.9%
1	610	6.1%
2	869	8.7%
3	740	7.4%
4	478	4.8%
5	313	3.1%
6	142	1.4%
7	96	1.0%
8	90	0.9%
9	69	0.7%

Value	Count	Frequency (%)
910	1	< 0.1%
904	1	< 0.1%
803	1	< 0.1%
706	1	< 0.1%
614	2	< 0.1%
509	2	< 0.1%
508	1	< 0.1%
503	2	< 0.1%
403	1	< 0.1%
334	2	< 0.1%

사용시작지하층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	7568
Missing (%)	75.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.28988487

Minimum	0
Maximum	103
Zeros	1949
Zeros (%)	19.5%
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	103
Range	103
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.1935014
Coefficient of variation (CV)	7.566802
Kurtosis	1980.4666
Mean	0.28988487
Median Absolute Deviation (MAD)	0
Skewness	42.502025
Sum	705
Variance	4.8114484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1949	19.5%
1	434	4.3%
2	22	0.2%
3	9	0.1%
4	9	0.1%
6	3	< 0.1%
5	2	< 0.1%
13	2	< 0.1%
103	1	< 0.1%
7	1	< 0.1%
(Missing)	7568	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1949	19.5%
1	434	4.3%
2	22	0.2%
3	9	0.1%
4	9	0.1%
5	2	< 0.1%
6	3	< 0.1%
7	1	< 0.1%
13	2	< 0.1%
103	1	< 0.1%

Value	Count	Frequency (%)
103	1	< 0.1%
13	2	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	2	< 0.1%
4	9	0.1%
3	9	0.1%
2	22	0.2%
1	434	4.3%
0	1949	19.5%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.5%
Missing	8157
Missing (%)	81.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.31090613

Minimum	0
Maximum	13
Zeros	1398
Zeros (%)	14.0%
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	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.78353399
Coefficient of variation (CV)	2.5201625
Kurtosis	86.475051
Mean	0.31090613
Median Absolute Deviation (MAD)	0
Skewness	7.0532795
Sum	573
Variance	0.61392551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1398	14.0%
1	394	3.9%
2	26	0.3%
4	10	0.1%
3	5	0.1%
6	4	< 0.1%
5	3	< 0.1%
13	2	< 0.1%
7	1	< 0.1%
(Missing)	8157	81.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1398	14.0%
1	394	3.9%
2	26	0.3%
3	5	0.1%
4	10	0.1%
5	3	< 0.1%
6	4	< 0.1%
7	1	< 0.1%
13	2	< 0.1%

Value	Count	Frequency (%)
13	2	< 0.1%
7	1	< 0.1%
6	4	< 0.1%
5	3	< 0.1%
4	10	0.1%
3	5	0.1%
2	26	0.3%
1	394	3.9%
0	1398	14.0%

한실수
Categorical

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

0	5353
<NA>	4647

Length

Max length	4
Median length	1
Mean length	2.3941
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5353	53.5%
<NA>	4647	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5353	53.5%
na	4647	46.5%

양실수
Categorical

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

0	5353
<NA>	4647

Length

Max length	4
Median length	1
Mean length	2.3941
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5353	53.5%
<NA>	4647	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5353	53.5%
na	4647	46.5%

욕실수
Categorical

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

0	5353
<NA>	4647

Length

Max length	4
Median length	1
Mean length	2.3941
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5353	53.5%
<NA>	4647	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5353	53.5%
na	4647	46.5%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	2113
Missing (%)	21.1%
Memory size	97.7 KiB

False	7882
True	5
(Missing)	2113

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7882	78.8%
True	5	0.1%
(Missing)	2113	21.1%

좌석수
Categorical

IMBALANCE

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

0	5316
<NA>	4679
3	3
2	1
8	1

Length

Max length	4
Median length	1
Mean length	2.4037
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5316	53.2%
<NA>	4679	46.8%
3	3	< 0.1%
2	1	< 0.1%
8	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5316	53.2%
na	4679	46.8%
3	3	< 0.1%
2	1	< 0.1%
8	1	< 0.1%

조건부허가신고사유
Categorical

IMBALANCE

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

<NA>	9989
공중위생관리법시행령 제3조제1호의 규정에 의한 건축물규모 이하의 건축물만 청소	9
임시사용승인기간 한.	1
외국인체류기간동안만 한시적 영업 가능	1

Length

Max length	43
Median length	4
Mean length	4.0374
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>	9989	99.9%
공중위생관리법시행령 제3조제1호의 규정에 의한 건축물규모 이하의 건축물만 청소	9	0.1%
임시사용승인기간 한.	1	< 0.1%
외국인체류기간동안만 한시적 영업 가능	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9989	99.2%
공중위생관리법시행령	9	0.1%
제3조제1호의	9	0.1%
규정에	9	0.1%
의한	9	0.1%
건축물규모	9	0.1%
이하의	9	0.1%
건축물만	9	0.1%
청소	9	0.1%
임시사용승인기간	1	< 0.1%
Other values (5)	5	< 0.1%

조건부허가시작일자
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	81.8%
Missing	9989
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	20071516

Minimum	20060316
Maximum	20181113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20060316
5-th percentile	20060316
Q1	20060365
median	20060509
Q3	20060912
95-th percentile	20121020
Maximum	20181113
Range	120797
Interquartile range (IQR)	547.5

Descriptive statistics

Standard deviation	36350.202
Coefficient of variation (CV)	0.0018110342
Kurtosis	10.998647
Mean	20071516
Median Absolute Deviation (MAD)	193
Skewness	3.3163446
Sum	2.2078667 × 10⁸
Variance	1.3213372 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
20060410	2	< 0.1%
20060316	2	< 0.1%
20060919	1	< 0.1%
20060320	1	< 0.1%
20060906	1	< 0.1%
20060509	1	< 0.1%
20060524	1	< 0.1%
20060928	1	< 0.1%
20181113	1	< 0.1%
(Missing)	9989	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060316	2	< 0.1%
20060320	1	< 0.1%
20060410	2	< 0.1%
20060509	1	< 0.1%
20060524	1	< 0.1%
20060906	1	< 0.1%
20060919	1	< 0.1%
20060928	1	< 0.1%
20181113	1	< 0.1%

Value	Count	Frequency (%)
20181113	1	< 0.1%
20060928	1	< 0.1%
20060919	1	< 0.1%
20060906	1	< 0.1%
20060524	1	< 0.1%
20060509	1	< 0.1%
20060410	2	< 0.1%
20060320	1	< 0.1%
20060316	2	< 0.1%

조건부허가종료일자
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	81.8%
Missing	9989
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	20238788

Minimum	20060320
Maximum	20360928
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20060320
5-th percentile	20065414
Q1	20160316
median	20260906
Q3	20360410
95-th percentile	20360726
Maximum	20360928
Range	300608
Interquartile range (IQR)	200094

Descriptive statistics

Standard deviation	115564.44
Coefficient of variation (CV)	0.0057100477
Kurtosis	-1.3162682
Mean	20238788
Median Absolute Deviation (MAD)	99618
Skewness	-0.33192584
Sum	2.2262667 × 10⁸
Variance	1.3355141 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
20360410	2	< 0.1%
20160316	2	< 0.1%
20260919	1	< 0.1%
20060320	1	< 0.1%
20260906	1	< 0.1%
20070508	1	< 0.1%
20360524	1	< 0.1%
20360928	1	< 0.1%
20211110	1	< 0.1%
(Missing)	9989	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20060320	1	< 0.1%
20070508	1	< 0.1%
20160316	2	< 0.1%
20211110	1	< 0.1%
20260906	1	< 0.1%
20260919	1	< 0.1%
20360410	2	< 0.1%
20360524	1	< 0.1%
20360928	1	< 0.1%

Value	Count	Frequency (%)
20360928	1	< 0.1%
20360524	1	< 0.1%
20360410	2	< 0.1%
20260919	1	< 0.1%
20260906	1	< 0.1%
20211110	1	< 0.1%
20160316	2	< 0.1%
20070508	1	< 0.1%
20060320	1	< 0.1%

건물소유구분명
Categorical

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

<NA>	7191
임대	2712
자가	97

Length

Max length	4
Median length	4
Mean length	3.4382
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>	7191	71.9%
임대	2712	27.1%
자가	97	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7191	71.9%
임대	2712	27.1%
자가	97	1.0%

세탁기수
Categorical

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

<NA>	5284
0	4716

Length

Max length	4
Median length	4
Mean length	2.5852
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5284	52.8%
0	4716	47.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5284	52.8%
0	4716	47.2%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	39
Distinct (%)	2.0%
Missing	8087
Missing (%)	80.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.0313643

Minimum	0
Maximum	350
Zeros	1551
Zeros (%)	15.5%
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	5
Maximum	350
Range	350
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	14.864347
Coefficient of variation (CV)	7.3174203
Kurtosis	240.33791
Mean	2.0313643
Median Absolute Deviation (MAD)	0
Skewness	13.817378
Sum	3886
Variance	220.94881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	1551	15.5%
1	166	1.7%
2	55	0.5%
5	24	0.2%
3	23	0.2%
4	17	0.2%
10	9	0.1%
6	8	0.1%
15	6	0.1%
7	5	0.1%
Other values (29)	49	0.5%
(Missing)	8087	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1551	15.5%
1	166	1.7%
2	55	0.5%
3	23	0.2%
4	17	0.2%
5	24	0.2%
6	8	0.1%
7	5	0.1%
8	3	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
350	1	< 0.1%
250	1	< 0.1%
200	1	< 0.1%
150	1	< 0.1%
142	1	< 0.1%
141	1	< 0.1%
139	1	< 0.1%
137	1	< 0.1%
130	1	< 0.1%
100	2	< 0.1%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	45
Distinct (%)	2.3%
Missing	8043
Missing (%)	80.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.5666837

Minimum	0
Maximum	300
Zeros	1352
Zeros (%)	13.5%
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	8
Maximum	300
Range	300
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.948902
Coefficient of variation (CV)	5.4346009
Kurtosis	187.49018
Mean	2.5666837
Median Absolute Deviation (MAD)	0
Skewness	12.131256
Sum	5023
Variance	194.57185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	1352	13.5%
1	218	2.2%
2	100	1.0%
3	79	0.8%
4	40	0.4%
5	36	0.4%
6	17	0.2%
10	16	0.2%
7	15	0.1%
8	10	0.1%
Other values (35)	74	0.7%
(Missing)	8043	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1352	13.5%
1	218	2.2%
2	100	1.0%
3	79	0.8%
4	40	0.4%
5	36	0.4%
6	17	0.2%
7	15	0.1%
8	10	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
228	1	< 0.1%
200	1	< 0.1%
150	1	< 0.1%
140	1	< 0.1%
130	1	< 0.1%
120	2	< 0.1%
110	1	< 0.1%
101	3	< 0.1%
90	1	< 0.1%

회수건조수
Categorical

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

<NA>	5751
0	4249

Length

Max length	4
Median length	4
Mean length	2.7253
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5751	57.5%
0	4249	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5751	57.5%
0	4249	42.5%

침대수
Categorical

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

<NA>	5926
0	4074

Length

Max length	4
Median length	4
Mean length	2.7778
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5926	59.3%
0	4074	40.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5926	59.3%
0	4074	40.7%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	1871
Missing (%)	18.7%
Memory size	97.7 KiB

False	8124
True	5
(Missing)	1871

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	8124	81.2%
True	5	0.1%
(Missing)	1871	18.7%

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
1040	3000000	3000000-206-1999-01741	19990223	<NA>	3	폐업	2	폐업	20130102	<NA>	<NA>	<NA>	02 7222054	112.00	110092	서울특별시 종로구 홍파동 20-9 경기빌딩5층	<NA>	<NA>	오대개발주식회사	2003-11-05 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	196739.036943	452135.255877	건물위생관리업	<NA>	<NA>	<NA>	3	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
36	3060000	3060000-206-2022-00002	2022-04-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.00	131-852	서울특별시 중랑구 묵동 240-186	서울특별시 중랑구 봉화산로3길 194, 1층 (묵동)	2007	미래환경산업	2023-03-14 14:03:03	U	2022-12-02 23:06:00.0	건물위생관리업	206509.244524	456434.299251	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4207	3130000	3130000-206-2012-00008	20120615	<NA>	3	폐업	2	폐업	20170616	<NA>	<NA>	<NA>	02 8626025	20.00	121894	서울특별시 마포구 서교동 379-18	서울특별시 마포구 잔다리로7길 19, 302호 (서교동, 두원빌딩)	4034	(주)그린피아한성	2017-06-16 14:52:40	I	2018-08-31 23:59:59.0	건물위생관리업	192574.097981	450070.610707	건물위생관리업	0	0	2	2	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
8100	3220000	3220000-206-2012-00035	20120709	<NA>	3	폐업	2	폐업	20131209	<NA>	<NA>	<NA>	02 553 1825	10.00	135846	서울특별시 강남구 대치동 945-22	서울특별시 강남구 영동대로85길 20-5, 지상6층 (대치동, 수륙빌딩)	6181	(주)에스크린	2012-07-09 16:12:27	I	2018-08-31 23:59:59.0	건물위생관리업	205386.173536	445008.130917	건물위생관리업	0	0	6	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
1147	3000000	3000000-206-1999-01748	19990517	<NA>	3	폐업	2	폐업	20040304	<NA>	<NA>	<NA>	0232171295	18,369.28	110794	서울특별시 종로구 인사동 194-4 하나로빌딩516호	<NA>	<NA>	금강안전(주)	2003-03-04 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	198643.543485	452199.798612	건물위생관리업	<NA>	<NA>	<NA>	3	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4024	3130000	3130000-206-2006-00009	20060525	<NA>	3	폐업	2	폐업	20170615	<NA>	<NA>	<NA>	0203388555	29.70	121897	서울특별시 마포구 합정동 376-8	서울특별시 마포구 성지길 46 (합정동)	4083	(주)기원복지산업	2017-06-15 10:39:12	I	2018-08-31 23:59:59.0	건물위생관리업	192215.550301	449393.225305	건물위생관리업	0	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
344	3240000	3240000-206-2023-00010	2023-11-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	50.00	134-809	서울특별시 강동구 길동 106-6 그린하우스	서울특별시 강동구 명일로 228, 그린하우스 301호 (길동)	5345	(주)바이제로텍	2023-11-23 11:12:21	I	2022-10-31 22:05:00.0	건물위생관리업	212889.562218	448529.733176	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3425	3090000	3090000-206-1999-01474	19990628	<NA>	3	폐업	2	폐업	20020527	<NA>	<NA>	<NA>	02 9900490	59.88	132928	서울특별시 도봉구 창동 749-1 광산빌딩201	<NA>	<NA>	신정종합환경	2002-05-27 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	203687.68649	462049.373172	건물위생관리업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
10479	3230000	3230000-206-2010-00043	20101103	<NA>	3	폐업	2	폐업	20220725	<NA>	<NA>	<NA>	02 423 8841	80.14	138847	서울특별시 송파구 석촌동 297-43 양주빌딩 205호	서울특별시 송파구 가락로16길 3-20, 양주빌딩 2층 205호 (석촌동)	5697	송파그린(주)	2022-07-25 13:21:06	U	2021-12-06 22:07:00.0	건물위생관리업	209631.150722	444351.875697	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4529	3140000	3140000-206-2007-00001	20070116	<NA>	3	폐업	2	폐업	20091120	<NA>	<NA>	<NA>	02 64078956	26.40	158845	서울특별시 양천구 신월동 952-1 대지상가 201호 한울1길 13	<NA>	<NA>	크린탑	2007-07-02 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	185177.642854	446600.090923	건물위생관리업	<NA>	<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
8831	3220000	3220000-206-2007-00013	20070226	<NA>	3	폐업	2	폐업	20080110	<NA>	<NA>	<NA>	02 5376699	54.85	135871	서울특별시 강남구 삼성동 91-30 오월빌딩2층	<NA>	<NA>	(주)신흥에이엠링크	2007-02-26 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	205240.665	445920.305	건물위생관리업	5	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2452	3040000	3040000-206-2008-00006	20080424	<NA>	3	폐업	2	폐업	20211206	<NA>	<NA>	<NA>	02 464 1194	44.01	143902	서울특별시 광진구 중곡동 199-1	서울특별시 광진구 면목로 192, 2층 201호 (중곡동)	4903	동현종합건설(주)	2021-12-06 11:22:38	U	2021-12-08 02:40:00.0	건물위생관리업	207302.075497	451991.900379	건물위생관리업	3	1	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
10009	3240000	3240000-206-2017-00011	20170102	<NA>	3	폐업	2	폐업	20221109	<NA>	<NA>	<NA>	07050145430	9.00	134851	서울특별시 강동구 성내동 320-8 2층	서울특별시 강동구 천호옛길 19, 2층 (성내동)	5391	(주)은인	2022-11-09 10:56:58	U	2021-10-31 23:01:00.0	건물위생관리업	210670.952246	447702.664836	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9838	3230000	3230000-206-2008-00006	20080714	<NA>	3	폐업	2	폐업	20200304	<NA>	<NA>	<NA>	02 402 7665	74.00	138825	서울특별시 송파구 문정동 49-8 지상1층	서울특별시 송파구 문정로1길 9 (문정동,지상1층)	5806	(주)행사봉	2020-03-04 12:40:50	U	2020-03-06 02:40:00.0	건물위생관리업	210917.094521	442771.786278	건물위생관리업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
8429	3220000	3220000-206-2006-00015	20060511	<NA>	3	폐업	2	폐업	20090102	<NA>	<NA>	<NA>	34432333	66.40	135829	서울특별시 강남구 논현동 216-11 4층	<NA>	<NA>	(주)동양상사	2006-05-11 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	202827.73552	445429.505464	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N
9973	3230000	3230000-206-2017-00015	20170322	<NA>	3	폐업	2	폐업	20191231	<NA>	<NA>	<NA>	<NA>	41.00	138805	서울특별시 송파구 가락동 98-2	서울특별시 송파구 송파대로30길 8, 706호 (가락동)	5719	청솔크린	2019-12-31 10:54:37	U	2020-01-02 02:40:00.0	건물위생관리업	210403.825298	443562.753075	건물위생관리업	0	0	7	7	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	2	3	0	0	N
1382	3010000	3010000-206-2016-00002	20160118	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02359 5582	11.50	100340	서울특별시 중구 산림동 207-1 청계상가 2층 라열 209호,210호	서울특별시 중구 청계천로 160 (산림동, 청계상가 2층 라열 209호,210호)	4545	유디코(UDICO)	2021-03-22 10:42:33	U	2021-03-24 02:40:00.0	건물위생관리업	199521.200809	451751.424133	건물위생관리업	0	0	2	2	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N
10033	3210000	3210000-206-2009-00080	20091118	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	60.00	137895	서울특별시 서초구 양재동 278-7 동성빌딩 3층 301호	서울특별시 서초구 언남17길 2, 동성빌딩 3층 301호 (양재동)	6775	유비씨블루(주)	2022-12-06 17:35:45	I	2021-11-02 00:08:00.0	건물위생관리업	203980.59518	441478.511273	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2739	3050000	3050000-206-2016-00009	20161006	<NA>	3	폐업	2	폐업	20161130	<NA>	<NA>	<NA>	<NA>	26.80	130811	서울특별시 동대문구 신설동 92-116	서울특별시 동대문구 천호대로7길 33, 지층 1호 (신설동)	2582	평창클린플러스	2016-10-06 15:49:27	I	2018-08-31 23:59:59.0	건물위생관리업	202367.731867	452578.269	건물위생관리업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
3150	3070000	3070000-206-2004-00001	20040614	<NA>	3	폐업	2	폐업	20090612	<NA>	<NA>	<NA>	02 9110065	41.40	136830	서울특별시 성북구 장위동 75-299 4층	<NA>	<NA>	(주)만호건설	2004-06-14 00:00:00	I	2018-08-31 23:59:59.0	건물위생관리업	204435.629066	457012.886892	건물위생관리업	5	1	4	4	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

Math Symbol

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block