gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	10000
Missing cells	118907
Missing cells (%)	25.3%
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	11
Text	8
DateTime	4
Unsupported	4
Categorical	18
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-16063/S/1/datasetView.do

Alerts

`사용시작지하층` is highly imbalanced (64.7%)	Imbalance
`사용끝지하층` is highly imbalanced (75.0%)	Imbalance
`발한실여부` is highly imbalanced (99.1%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.7%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.7%)	Imbalance
`건물소유구분명` is highly imbalanced (68.5%)	Imbalance
`남성종사자수` is highly imbalanced (67.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.8%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 4872 (48.7%) 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 4981 (49.8%) missing values	Missing
`도로명주소` has 2638 (26.4%) missing values	Missing
`도로명우편번호` has 2679 (26.8%) missing values	Missing
`좌표정보(X)` has 577 (5.8%) missing values	Missing
`좌표정보(Y)` has 577 (5.8%) missing values	Missing
`건물지상층수` has 5249 (52.5%) missing values	Missing
`건물지하층수` has 5714 (57.1%) missing values	Missing
`사용시작지상층` has 5914 (59.1%) missing values	Missing
`사용끝지상층` has 7145 (71.5%) missing values	Missing
`발한실여부` has 4429 (44.3%) missing values	Missing
`좌석수` has 4502 (45.0%) missing values	Missing
`조건부허가신고사유` has 9997 (> 99.9%) missing values	Missing
`여성종사자수` has 8019 (80.2%) missing values	Missing
`침대수` has 7239 (72.4%) missing values	Missing
`다중이용업소여부` has 4349 (43.5%) missing values	Missing
`사용시작지상층` is highly skewed (γ1 = 32.1552733)	Skewed
`좌석수` is highly skewed (γ1 = 30.00003857)	Skewed
`여성종사자수` is highly skewed (γ1 = 23.31213701)	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 3553 (35.5%) zeros	Zeros
`건물지하층수` has 3857 (38.6%) zeros	Zeros
`사용시작지상층` has 1755 (17.5%) zeros	Zeros
`사용끝지상층` has 643 (6.4%) zeros	Zeros
`좌석수` has 651 (6.5%) zeros	Zeros
`여성종사자수` has 1683 (16.8%) zeros	Zeros
`침대수` has 1982 (19.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:34:17.722106
Analysis finished	2024-05-11 05:34:21.601290
Duration	3.88 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	3081484

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	3000000
Q1	3030000
median	3050000
Q3	3140000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	110000

Descriptive statistics

Standard deviation	73154.719
Coefficient of variation (CV)	0.023740094
Kurtosis	-0.58587188
Mean	3081484
Median Absolute Deviation (MAD)	30000
Skewness	0.90596269
Sum	3.081484 × 10¹⁰
Variance	5.3516129 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3040000	1500	15.0%
3030000	946	9.5%
3050000	915	9.2%
3010000	801	8.0%
3060000	800	8.0%
3020000	783	7.8%
3000000	593	5.9%
3220000	460	4.6%
3150000	333	3.3%
3230000	316	3.2%
Other values (15)	2553	25.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	593	5.9%
3010000	801	8.0%
3020000	783	7.8%
3030000	946	9.5%
3040000	1500	15.0%
3050000	915	9.2%
3060000	800	8.0%
3070000	153	1.5%
3080000	142	1.4%
3090000	107	1.1%

Value	Count	Frequency (%)
3240000	218	2.2%
3230000	316	3.2%
3220000	460	4.6%
3210000	226	2.3%
3200000	209	2.1%
3190000	126	1.3%
3180000	167	1.7%
3170000	94	0.9%
3160000	175	1.8%
3150000	333	3.3%

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	3030000-212-2024-00005
2nd row	3240000-204-1991-01139
3rd row	3030000-213-2017-00010
4th row	3070000-211-2015-00028
5th row	3220000-212-2016-00142

Value	Count	Frequency (%)
3030000-212-2024-00005	1	< 0.1%
3040000-211-2019-00055	1	< 0.1%
3010000-204-1997-00443	1	< 0.1%
3050000-215-2019-00007	1	< 0.1%
3010000-204-1978-00870	1	< 0.1%
3040000-204-1992-00819	1	< 0.1%
3060000-204-1993-01604	1	< 0.1%
3060000-204-2000-01805	1	< 0.1%
3100000-204-2005-00039	1	< 0.1%
3030000-211-2014-00013	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	92750	42.2%
2	30029	13.6%
-	30000	13.6%
1	23257	10.6%
3	16700	7.6%
4	7753	3.5%
9	5896	2.7%
5	4507	2.0%
6	3400	1.5%
8	3161	1.4%

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	92750	48.8%
2	30029	15.8%
1	23257	12.2%
3	16700	8.8%
4	7753	4.1%
9	5896	3.1%
5	4507	2.4%
6	3400	1.8%
8	3161	1.7%
7	2547	1.3%

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	92750	42.2%
2	30029	13.6%
-	30000	13.6%
1	23257	10.6%
3	16700	7.6%
4	7753	3.5%
9	5896	2.7%
5	4507	2.0%
6	3400	1.5%
8	3161	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92750	42.2%
2	30029	13.6%
-	30000	13.6%
1	23257	10.6%
3	16700	7.6%
4	7753	3.5%
9	5896	2.7%
5	4507	2.0%
6	3400	1.5%
8	3161	1.4%

인허가일자
Date

Distinct	5274
Distinct (%)	52.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1957-04-14 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	5128
1	4872

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	5128	51.3%
1	4872	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5128	51.3%
1	4872	48.7%

영업상태명
Categorical

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

폐업	5128
영업/정상	4872

Length

Max length	5
Median length	2
Mean length	3.4616
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5128	51.3%
영업/정상	4872	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5128	51.3%
영업/정상	4872	48.7%

상세영업상태코드
Categorical

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

2	5128
1	4872

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5128	51.3%
1	4872	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5128	51.3%
1	4872	48.7%

상세영업상태명
Categorical

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

폐업	5128
영업	4872

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5128	51.3%
영업	4872	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5128	51.3%
영업	4872	48.7%

폐업일자
Date

MISSING

Distinct	3116
Distinct (%)	60.8%
Missing	4872
Missing (%)	48.7%
Memory size	156.2 KiB

Minimum	1991-03-18 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	4557
Distinct (%)	90.8%
Missing	4981
Missing (%)	49.8%
Memory size	156.2 KiB

Length

Max length	12
Median length	10
Mean length	10.259414
Min length	1

Characters and Unicode

Total characters	51492
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	4386 ?
Unique (%)	87.4%

Sample

1st row	0204746510
2nd row	30152121
3rd row	0226627800
4th row	0222999887
5th row	0222497635

Value	Count	Frequency (%)
02	3154	35.1%
0200000000	110	1.2%
00000	87	1.0%
070	61	0.7%
0	42	0.5%
447	19	0.2%
318	16	0.2%
456	15	0.2%
454	14	0.2%
749	13	0.1%
Other values (4817)	5446	60.7%

Most occurring characters

Value	Count	Frequency (%)
2	9588	18.6%
0	9405	18.3%
	5199	10.1%
4	4170	8.1%
7	3952	7.7%
3	3845	7.5%
6	3414	6.6%
9	3372	6.5%
5	3268	6.3%
1	2652	5.2%
Other values (2)	2627	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46292	89.9%
Space Separator	5199	10.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	9588	20.7%
0	9405	20.3%
4	4170	9.0%
7	3952	8.5%
3	3845	8.3%
6	3414	7.4%
9	3372	7.3%
5	3268	7.1%
1	2652	5.7%
8	2626	5.7%

Space Separator

Value	Count	Frequency (%)
	5199	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51492	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	9588	18.6%
0	9405	18.3%
	5199	10.1%
4	4170	8.1%
7	3952	7.7%
3	3845	7.5%
6	3414	6.6%
9	3372	6.5%
5	3268	6.3%
1	2652	5.2%
Other values (2)	2627	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51492	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	9588	18.6%
0	9405	18.3%
	5199	10.1%
4	4170	8.1%
7	3952	7.7%
3	3845	7.5%
6	3414	6.6%
9	3372	6.5%
5	3268	6.3%
1	2652	5.2%
Other values (2)	2627	5.1%

소재지면적
Text

Distinct	3926
Distinct (%)	39.3%
Missing	2
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	5.0087017
Min length	3

Characters and Unicode

Total characters	50077
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	2577 ?
Unique (%)	25.8%

Sample

1st row	32.01
2nd row	32.10
3rd row	53.17
4th row	40.62
5th row	272.05

Value	Count	Frequency (%)
33.00	306	3.1%
00	263	2.6%
30.00	192	1.9%
26.40	162	1.6%
20.00	139	1.4%
16.50	113	1.1%
24.00	104	1.0%
25.00	95	1.0%
23.10	94	0.9%
19.80	94	0.9%
Other values (3916)	8436	84.4%

Most occurring characters

Value	Count	Frequency (%)
0	10102	20.2%
.	9998	20.0%
2	4978	9.9%
1	4656	9.3%
3	4100	8.2%
4	3176	6.3%
5	3132	6.3%
6	2953	5.9%
8	2487	5.0%
9	2370	4.7%
Other values (2)	2125	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40076	80.0%
Other Punctuation	10001	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10102	25.2%
2	4978	12.4%
1	4656	11.6%
3	4100	10.2%
4	3176	7.9%
5	3132	7.8%
6	2953	7.4%
8	2487	6.2%
9	2370	5.9%
7	2122	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	9998	> 99.9%
,	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	50077	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10102	20.2%
.	9998	20.0%
2	4978	9.9%
1	4656	9.3%
3	4100	8.2%
4	3176	6.3%
5	3132	6.3%
6	2953	5.9%
8	2487	5.0%
9	2370	4.7%
Other values (2)	2125	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50077	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10102	20.2%
.	9998	20.0%
2	4978	9.9%
1	4656	9.3%
3	4100	8.2%
4	3176	6.3%
5	3132	6.3%
6	2953	5.9%
8	2487	5.0%
9	2370	4.7%
Other values (2)	2125	4.2%

소재지우편번호
Text

Distinct	2665
Distinct (%)	26.7%
Missing	13
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	6.3205167
Min length	6

Characters and Unicode

Total characters	63123
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	1124 ?
Unique (%)	11.3%

Sample

1st row	133-020
2nd row	134-890
3rd row	133-827
4th row	136-051
5th row	135825

Value	Count	Frequency (%)
100450	126	1.3%
157-210	95	1.0%
143914	69	0.7%
143915	50	0.5%
143900	46	0.5%
157210	46	0.5%
100011	45	0.5%
143841	44	0.4%
130840	39	0.4%
143888	38	0.4%
Other values (2655)	9389	94.0%

Most occurring characters

Value	Count	Frequency (%)
1	14779	23.4%
8	9200	14.6%
3	8923	14.1%
0	7956	12.6%
4	4673	7.4%
5	3787	6.0%
2	3732	5.9%
-	3201	5.1%
7	2459	3.9%
9	2353	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59922	94.9%
Dash Punctuation	3201	5.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14779	24.7%
8	9200	15.4%
3	8923	14.9%
0	7956	13.3%
4	4673	7.8%
5	3787	6.3%
2	3732	6.2%
7	2459	4.1%
9	2353	3.9%
6	2060	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	3201	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	63123	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	14779	23.4%
8	9200	14.6%
3	8923	14.1%
0	7956	12.6%
4	4673	7.4%
5	3787	6.0%
2	3732	5.9%
-	3201	5.1%
7	2459	3.9%
9	2353	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	63123	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	14779	23.4%
8	9200	14.6%
3	8923	14.1%
0	7956	12.6%
4	4673	7.4%
5	3787	6.0%
2	3732	5.9%
-	3201	5.1%
7	2459	3.9%
9	2353	3.7%

지번주소
Text

Distinct	9185
Distinct (%)	92.0%
Missing	11
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	57
Median length	52
Mean length	24.743017
Min length	15

Characters and Unicode

Total characters	247158
Distinct characters	583
Distinct categories	11 ?
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	8575 ?
Unique (%)	85.8%

Sample

1st row	서울특별시 성동구 하왕십리동 1070 센트라스
2nd row	서울특별시 강동구 성내동 426-24
3rd row	서울특별시 성동구 성수동2가 331-59
4th row	서울특별시 성북구 동선동1가 85-97 2층
5th row	서울특별시 강남구 논현동 143-6

Value	Count	Frequency (%)
서울특별시	9988	21.1%
광진구	1500	3.2%
성동구	946	2.0%
동대문구	915	1.9%
1층	877	1.9%
중구	801	1.7%
중랑구	800	1.7%
용산구	783	1.7%
종로구	581	1.2%
강남구	460	1.0%
Other values (10945)	29734	62.7%

Most occurring characters

Value	Count	Frequency (%)
	42768	17.3%
동	12406	5.0%
서	10959	4.4%
1	10791	4.4%
구	10556	4.3%
시	10177	4.1%
울	10031	4.1%
별	9990	4.0%
특	9988	4.0%
-	8572	3.5%
Other values (573)	110920	44.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	143992	58.3%
Decimal Number	50004	20.2%
Space Separator	42768	17.3%
Dash Punctuation	8572	3.5%
Uppercase Letter	606	0.2%
Close Punctuation	462	0.2%
Open Punctuation	462	0.2%
Other Punctuation	159	0.1%
Lowercase Letter	93	< 0.1%
Letter Number	25	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12406	8.6%
서	10959	7.6%
구	10556	7.3%
시	10177	7.1%
울	10031	7.0%
별	9990	6.9%
특	9988	6.9%
지	5599	3.9%
번	4885	3.4%
중	2197	1.5%
Other values (500)	57204	39.7%

Uppercase Letter

Value	Count	Frequency (%)
B	124	20.5%
A	68	11.2%
S	56	9.2%
T	33	5.4%
K	32	5.3%
E	29	4.8%
L	28	4.6%
I	28	4.6%
G	23	3.8%
M	21	3.5%
Other values (14)	164	27.1%

Lowercase Letter

Value	Count	Frequency (%)
e	16	17.2%
o	9	9.7%
w	8	8.6%
l	8	8.6%
i	7	7.5%
r	7	7.5%
a	6	6.5%
c	5	5.4%
t	4	4.3%
n	3	3.2%
Other values (13)	20	21.5%

Decimal Number

Value	Count	Frequency (%)
1	10791	21.6%
2	7772	15.5%
3	5699	11.4%
4	4361	8.7%
0	4223	8.4%
5	4093	8.2%
6	3791	7.6%
7	3310	6.6%
8	3029	6.1%
9	2935	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	129	81.1%
.	9	5.7%
@	7	4.4%
&	7	4.4%
/	5	3.1%
*	1	0.6%
?	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	460	99.6%
]	2	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	460	99.6%
[	2	0.4%

Letter Number

Value	Count	Frequency (%)
Ⅱ	20	80.0%
Ⅰ	5	20.0%

Space Separator

Value	Count	Frequency (%)
	42768	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8572	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	143985	58.3%
Common	102442	41.4%
Latin	724	0.3%
Han	7	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12406	8.6%
서	10959	7.6%
구	10556	7.3%
시	10177	7.1%
울	10031	7.0%
별	9990	6.9%
특	9988	6.9%
지	5599	3.9%
번	4885	3.4%
중	2197	1.5%
Other values (495)	57197	39.7%

Latin

Value	Count	Frequency (%)
B	124	17.1%
A	68	9.4%
S	56	7.7%
T	33	4.6%
K	32	4.4%
E	29	4.0%
L	28	3.9%
I	28	3.9%
G	23	3.2%
M	21	2.9%
Other values (39)	282	39.0%

Common

Value	Count	Frequency (%)
	42768	41.7%
1	10791	10.5%
-	8572	8.4%
2	7772	7.6%
3	5699	5.6%
4	4361	4.3%
0	4223	4.1%
5	4093	4.0%
6	3791	3.7%
7	3310	3.2%
Other values (14)	7062	6.9%

Han

Value	Count	Frequency (%)
東	2	28.6%
寶	2	28.6%
大	1	14.3%
成	1	14.3%
家	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	143985	58.3%
ASCII	103141	41.7%
Number Forms	25	< 0.1%
CJK	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42768	41.5%
1	10791	10.5%
-	8572	8.3%
2	7772	7.5%
3	5699	5.5%
4	4361	4.2%
0	4223	4.1%
5	4093	4.0%
6	3791	3.7%
7	3310	3.2%
Other values (61)	7761	7.5%

Hangul

Value	Count	Frequency (%)
동	12406	8.6%
서	10959	7.6%
구	10556	7.3%
시	10177	7.1%
울	10031	7.0%
별	9990	6.9%
특	9988	6.9%
지	5599	3.9%
번	4885	3.4%
중	2197	1.5%
Other values (495)	57197	39.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	20	80.0%
Ⅰ	5	20.0%

CJK

Value	Count	Frequency (%)
東	2	28.6%
寶	2	28.6%
大	1	14.3%
成	1	14.3%
家	1	14.3%

도로명주소
Text

MISSING

Distinct	7111
Distinct (%)	96.6%
Missing	2638
Missing (%)	26.4%
Memory size	156.2 KiB

Length

Max length	65
Median length	57
Mean length	34.319614
Min length	20

Characters and Unicode

Total characters	252661
Distinct characters	594
Distinct categories	11 ?
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	6871 ?
Unique (%)	93.3%

Sample

1st row	서울특별시 성동구 왕십리로 410, I동 117호 (하왕십리동, 센트라스)
2nd row	서울특별시 강동구 양재대로89길 62, 1층 103호 (성내동)
3rd row	서울특별시 성동구 뚝섬로9길 3-1, 2층 (성수동2가)
4th row	서울특별시 성북구 동소문로22길 29-2 (동선동1가)
5th row	서울특별시 강남구 강남대로 528, 지상12층 (논현동)

Value	Count	Frequency (%)
서울특별시	7361	14.8%
1층	2450	4.9%
2층	1116	2.2%
광진구	958	1.9%
동대문구	662	1.3%
성동구	579	1.2%
용산구	465	0.9%
중구	461	0.9%
강남구	458	0.9%
3층	432	0.9%
Other values (7781)	34764	69.9%

Most occurring characters

Value	Count	Frequency (%)
	42361	16.8%
1	12199	4.8%
동	10454	4.1%
서	8614	3.4%
,	8036	3.2%
구	7932	3.1%
로	7870	3.1%
시	7649	3.0%
)	7572	3.0%
(	7571	3.0%
Other values (584)	132403	52.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	142246	56.3%
Decimal Number	42658	16.9%
Space Separator	42361	16.8%
Other Punctuation	8055	3.2%
Close Punctuation	7572	3.0%
Open Punctuation	7571	3.0%
Dash Punctuation	1182	0.5%
Uppercase Letter	875	0.3%
Lowercase Letter	91	< 0.1%
Math Symbol	25	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10454	7.3%
서	8614	6.1%
구	7932	5.6%
로	7870	5.5%
시	7649	5.4%
울	7439	5.2%
별	7366	5.2%
특	7361	5.2%
층	5675	4.0%
길	4257	3.0%
Other values (516)	67629	47.5%

Uppercase Letter

Value	Count	Frequency (%)
B	298	34.1%
A	101	11.5%
S	59	6.7%
C	40	4.6%
L	37	4.2%
K	36	4.1%
E	35	4.0%
I	33	3.8%
T	29	3.3%
G	23	2.6%
Other values (15)	184	21.0%

Lowercase Letter

Value	Count	Frequency (%)
e	15	16.5%
r	9	9.9%
o	8	8.8%
c	7	7.7%
w	7	7.7%
b	7	7.7%
t	6	6.6%
a	6	6.6%
i	4	4.4%
k	4	4.4%
Other values (10)	18	19.8%

Decimal Number

Value	Count	Frequency (%)
1	12199	28.6%
2	7441	17.4%
3	4570	10.7%
0	4330	10.2%
4	3340	7.8%
5	2820	6.6%
6	2378	5.6%
7	1993	4.7%
8	1838	4.3%
9	1749	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	8036	99.8%
.	8	0.1%
&	8	0.1%
/	1	< 0.1%
@	1	< 0.1%
*	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	20	80.0%
Ⅰ	5	20.0%

Space Separator

Value	Count	Frequency (%)
	42361	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7572	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7571	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1182	100.0%

Math Symbol

Value	Count	Frequency (%)
~	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	142239	56.3%
Common	109424	43.3%
Latin	991	0.4%
Han	7	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10454	7.3%
서	8614	6.1%
구	7932	5.6%
로	7870	5.5%
시	7649	5.4%
울	7439	5.2%
별	7366	5.2%
특	7361	5.2%
층	5675	4.0%
길	4257	3.0%
Other values (511)	67622	47.5%

Latin

Value	Count	Frequency (%)
B	298	30.1%
A	101	10.2%
S	59	6.0%
C	40	4.0%
L	37	3.7%
K	36	3.6%
E	35	3.5%
I	33	3.3%
T	29	2.9%
G	23	2.3%
Other values (37)	300	30.3%

Common

Value	Count	Frequency (%)
	42361	38.7%
1	12199	11.1%
,	8036	7.3%
)	7572	6.9%
(	7571	6.9%
2	7441	6.8%
3	4570	4.2%
0	4330	4.0%
4	3340	3.1%
5	2820	2.6%
Other values (11)	9184	8.4%

Han

Value	Count	Frequency (%)
寶	2	28.6%
東	2	28.6%
成	1	14.3%
大	1	14.3%
家	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	142239	56.3%
ASCII	110390	43.7%
Number Forms	25	< 0.1%
CJK	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42361	38.4%
1	12199	11.1%
,	8036	7.3%
)	7572	6.9%
(	7571	6.9%
2	7441	6.7%
3	4570	4.1%
0	4330	3.9%
4	3340	3.0%
5	2820	2.6%
Other values (56)	10150	9.2%

Hangul

Value	Count	Frequency (%)
동	10454	7.3%
서	8614	6.1%
구	7932	5.6%
로	7870	5.5%
시	7649	5.4%
울	7439	5.2%
별	7366	5.2%
특	7361	5.2%
층	5675	4.0%
길	4257	3.0%
Other values (511)	67622	47.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	20	80.0%
Ⅰ	5	20.0%

CJK

Value	Count	Frequency (%)
寶	2	28.6%
東	2	28.6%
成	1	14.3%
大	1	14.3%
家	1	14.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	2629
Distinct (%)	35.9%
Missing	2679
Missing (%)	26.8%
Infinite	0
Infinite (%)	0.0%
Mean	4810.0228

Minimum	1006
Maximum	14545
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1006
5-th percentile	1831
Q1	3186
median	4750
Q3	6038
95-th percentile	8306
Maximum	14545
Range	13539
Interquartile range (IQR)	2852

Descriptive statistics

Standard deviation	1934.1482
Coefficient of variation (CV)	0.40210791
Kurtosis	-0.53360778
Mean	4810.0228
Median Absolute Deviation (MAD)	1364
Skewness	0.23053715
Sum	35214177
Variance	3740929.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4536	56	0.6%
7631	36	0.4%
4378	31	0.3%
5010	27	0.3%
4908	26	0.3%
7788	24	0.2%
4700	24	0.2%
4701	24	0.2%
5855	23	0.2%
4564	21	0.2%
Other values (2619)	7029	70.3%
(Missing)	2679	26.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1006	1	< 0.1%
1009	1	< 0.1%
1028	2	< 0.1%
1029	1	< 0.1%
1035	1	< 0.1%
1040	1	< 0.1%
1041	5	0.1%
1047	1	< 0.1%
1048	3	< 0.1%
1050	1	< 0.1%

Value	Count	Frequency (%)
14545	1	< 0.1%
8865	1	< 0.1%
8864	1	< 0.1%
8860	2	< 0.1%
8858	1	< 0.1%
8854	2	< 0.1%
8852	3	< 0.1%
8850	2	< 0.1%
8849	1	< 0.1%
8846	2	< 0.1%

사업장명
Text

Distinct	8748
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	41
Median length	34
Mean length	6.3965
Min length	1

Characters and Unicode

Total characters	63965
Distinct characters	975
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	8017 ?
Unique (%)	80.2%

Sample

1st row	헤일리 뷰티
2nd row	머리하는날
3rd row	잭앤클리퍼(JackandClipper)
4th row	맷블랙(MATT BLACK HAIR)
5th row	아이오마 끌레르 신논현점

Value	Count	Frequency (%)
헤어	227	1.7%
네일	146	1.1%
hair	140	1.1%
에스테틱	106	0.8%
미용실	104	0.8%
nail	76	0.6%
더	49	0.4%
뷰티	46	0.3%
앤	39	0.3%
살롱	36	0.3%
Other values (9387)	12349	92.7%

Most occurring characters

Value	Count	Frequency (%)
	3322	5.2%
어	3224	5.0%
헤	3060	4.8%
미	1652	2.6%
스	1405	2.2%
이	1337	2.1%
리	1268	2.0%
일	1083	1.7%
용	1064	1.7%
네	1062	1.7%
Other values (965)	45488	71.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	49550	77.5%
Lowercase Letter	4592	7.2%
Uppercase Letter	3459	5.4%
Space Separator	3322	5.2%
Close Punctuation	972	1.5%
Open Punctuation	972	1.5%
Other Punctuation	590	0.9%
Decimal Number	454	0.7%
Dash Punctuation	31	< 0.1%
Connector Punctuation	14	< 0.1%
Other values (4)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	3224	6.5%
헤	3060	6.2%
미	1652	3.3%
스	1405	2.8%
이	1337	2.7%
리	1268	2.6%
일	1083	2.2%
용	1064	2.1%
네	1062	2.1%
실	1045	2.1%
Other values (880)	33350	67.3%

Lowercase Letter

Value	Count	Frequency (%)
a	617	13.4%
i	493	10.7%
e	464	10.1%
o	376	8.2%
n	358	7.8%
l	334	7.3%
r	304	6.6%
h	231	5.0%
t	196	4.3%
s	195	4.2%
Other values (16)	1024	22.3%

Uppercase Letter

Value	Count	Frequency (%)
A	383	11.1%
N	257	7.4%
I	246	7.1%
O	230	6.6%
H	227	6.6%
S	227	6.6%
E	207	6.0%
L	189	5.5%
R	179	5.2%
B	168	4.9%
Other values (16)	1146	33.1%

Other Punctuation

Value	Count	Frequency (%)
&	142	24.1%
.	127	21.5%
?	115	19.5%
,	81	13.7%
#	49	8.3%
'	34	5.8%
:	24	4.1%
/	8	1.4%
;	6	1.0%
%	3	0.5%

Decimal Number

Value	Count	Frequency (%)
1	101	22.2%
2	84	18.5%
0	79	17.4%
3	37	8.1%
5	31	6.8%
8	26	5.7%
7	25	5.5%
6	25	5.5%
9	24	5.3%
4	22	4.8%

Close Punctuation

Value	Count	Frequency (%)
)	970	99.8%
]	2	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	970	99.8%
[	2	0.2%

Math Symbol

Value	Count	Frequency (%)
=	2	50.0%
+	2	50.0%

Space Separator

Value	Count	Frequency (%)
	3322	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	14	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	49516	77.4%
Latin	8052	12.6%
Common	6363	9.9%
Han	34	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	3224	6.5%
헤	3060	6.2%
미	1652	3.3%
스	1405	2.8%
이	1337	2.7%
리	1268	2.6%
일	1083	2.2%
용	1064	2.1%
네	1062	2.1%
실	1045	2.1%
Other values (860)	33316	67.3%

Latin

Value	Count	Frequency (%)
a	617	7.7%
i	493	6.1%
e	464	5.8%
A	383	4.8%
o	376	4.7%
n	358	4.4%
l	334	4.1%
r	304	3.8%
N	257	3.2%
I	246	3.1%
Other values (43)	4220	52.4%

Common

Value	Count	Frequency (%)
	3322	52.2%
)	970	15.2%
(	970	15.2%
&	142	2.2%
.	127	2.0%
?	115	1.8%
1	101	1.6%
2	84	1.3%
,	81	1.3%
0	79	1.2%
Other values (22)	372	5.8%

Han

Value	Count	Frequency (%)
美	12	35.3%
新	2	5.9%
愛	2	5.9%
水	2	5.9%
殊	1	2.9%
學	1	2.9%
娟	1	2.9%
多	1	2.9%
妃	1	2.9%
樂	1	2.9%
Other values (10)	10	29.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	49514	77.4%
ASCII	14412	22.5%
CJK	33	0.1%
Compat Jamo	2	< 0.1%
Punctuation	2	< 0.1%
CJK Compat Ideographs	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3322	23.1%
)	970	6.7%
(	970	6.7%
a	617	4.3%
i	493	3.4%
e	464	3.2%
A	383	2.7%
o	376	2.6%
n	358	2.5%
l	334	2.3%
Other values (73)	6125	42.5%

Hangul

Value	Count	Frequency (%)
어	3224	6.5%
헤	3060	6.2%
미	1652	3.3%
스	1405	2.8%
이	1337	2.7%
리	1268	2.6%
일	1083	2.2%
용	1064	2.1%
네	1062	2.1%
실	1045	2.1%
Other values (859)	33314	67.3%

CJK

Value	Count	Frequency (%)
美	12	36.4%
新	2	6.1%
愛	2	6.1%
水	2	6.1%
殊	1	3.0%
學	1	3.0%
娟	1	3.0%
多	1	3.0%
妃	1	3.0%
花	1	3.0%
Other values (9)	9	27.3%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	2	100.0%

Punctuation

Value	Count	Frequency (%)
’	2	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
樂	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

최종수정일자
Date

Distinct	8368
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1998-12-28 00:00:00
Maximum	2024-05-09 15:49:06

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

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

I	6779
U	3118
D	103

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	U
4th row	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	6779	67.8%
U	3118	31.2%
D	103	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6779	67.8%
u	3118	31.2%
d	103	1.0%

데이터갱신일자
Date

Distinct	1377
Distinct (%)	13.8%
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

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

일반미용업	6597
피부미용업	1677
네일아트업	1189
메이크업업	479
기타	57

Length

Max length	5
Median length	5
Mean length	4.9829
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	6597	66.0%
피부미용업	1677	16.8%
네일아트업	1189	11.9%
메이크업업	479	4.8%
기타	57	0.6%
일반이용업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	6597	66.0%
피부미용업	1677	16.8%
네일아트업	1189	11.9%
메이크업업	479	4.8%
기타	57	0.6%
일반이용업	1	< 0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	7445
Distinct (%)	79.0%
Missing	577
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	201555.7

Minimum	178411.44
Maximum	215901.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	178411.44
5-th percentile	187836.56
Q1	197757.47
median	202896.51
Q3	206558.58
95-th percentile	209074.9
Maximum	215901.59
Range	37490.153
Interquartile range (IQR)	8801.1046

Descriptive statistics

Standard deviation	6418.9897
Coefficient of variation (CV)	0.031847225
Kurtosis	0.095045695
Mean	201555.7
Median Absolute Deviation (MAD)	4134.894
Skewness	-0.81893839
Sum	1.8992593 × 10⁹
Variance	41203429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202113.869605464	24	0.2%
202372.912023599	16	0.2%
202511.142930696	14	0.1%
196861.350875235	14	0.1%
200750.455125653	14	0.1%
198150.300374121	13	0.1%
193048.463050526	13	0.1%
202326.503044305	12	0.1%
190232.524534335	12	0.1%
206521.405320134	10	0.1%
Other values (7435)	9281	92.8%
(Missing)	577	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178411.442079953	1	< 0.1%
182524.823835629	1	< 0.1%
183046.848238676	1	< 0.1%
183063.084025247	1	< 0.1%
183064.578010899	1	< 0.1%
183139.24997675	1	< 0.1%
183198.183706614	1	< 0.1%
183242.500497164	1	< 0.1%
183269.526391991	1	< 0.1%
183301.512115904	1	< 0.1%

Value	Count	Frequency (%)
215901.594590118	1	< 0.1%
215422.746119624	1	< 0.1%
215333.558347275	1	< 0.1%
215332.045598845	1	< 0.1%
215313.230134197	1	< 0.1%
215303.913311463	1	< 0.1%
215289.815449411	1	< 0.1%
215186.099366286	1	< 0.1%
215086.854230503	1	< 0.1%
215039.878759936	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	7445
Distinct (%)	79.0%
Missing	577
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	450208.83

Minimum	436946.6
Maximum	464814.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	436946.6
5-th percentile	442692.52
Q1	447891.91
median	450351.53
Q3	452566.13
95-th percentile	457149.46
Maximum	464814.72
Range	27868.113
Interquartile range (IQR)	4674.2221

Descriptive statistics

Standard deviation	4229.676
Coefficient of variation (CV)	0.0093949202
Kurtosis	0.50250657
Mean	450208.83
Median Absolute Deviation (MAD)	2355.3668
Skewness	0.18296302
Sum	4.2423178 × 10⁹
Variance	17890159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451897.581865192	24	0.2%
451536.680876573	16	0.2%
450401.303715561	14	0.1%
447226.720509901	14	0.1%
449638.824308081	14	0.1%
452019.212642931	13	0.1%
450243.570663618	13	0.1%
450625.58422744	12	0.1%
444978.682746138	12	0.1%
451940.119059947	10	0.1%
Other values (7435)	9281	92.8%
(Missing)	577	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
436946.60407049	1	< 0.1%
437773.047519431	1	< 0.1%
437813.081908505	1	< 0.1%
438307.022609784	2	< 0.1%
438368.191101666	1	< 0.1%
438491.712309438	1	< 0.1%
438583.251827435	1	< 0.1%
438640.589372513	1	< 0.1%
438641.653485665	1	< 0.1%
438711.564180845	1	< 0.1%

Value	Count	Frequency (%)
464814.717432497	2	< 0.1%
464715.959316893	1	< 0.1%
464474.910004698	1	< 0.1%
464381.406804887	1	< 0.1%
464295.628375287	1	< 0.1%
464208.305428933	1	< 0.1%
464199.048415229	1	< 0.1%
464099.692139359	1	< 0.1%
464080.593904719	2	< 0.1%
464007.070100909	1	< 0.1%

위생업태명
Categorical

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	4349
미용업	2714
일반미용업	1516
피부미용업	566
종합미용업	405
Other values (12)	450

Length

Max length	23
Median length	19
Mean length	4.2846
Min length	3

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>	4349	43.5%
미용업	2714	27.1%
일반미용업	1516	15.2%
피부미용업	566	5.7%
종합미용업	405	4.0%
네일미용업	195	1.9%
피부미용업, 네일미용업	50	0.5%
화장ㆍ분장 미용업	35	0.4%
일반미용업, 네일미용업, 화장ㆍ분장 미용업	35	0.4%
네일미용업, 화장ㆍ분장 미용업	30	0.3%
Other values (7)	105	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4349	41.6%
미용업	2878	27.6%
일반미용업	1617	15.5%
피부미용업	670	6.4%
종합미용업	405	3.9%
네일미용업	362	3.5%
화장ㆍ분장	164	1.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	0.5%
Missing	5249
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.83182488

Minimum	0
Maximum	40
Zeros	3553
Zeros (%)	35.5%
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	4
Maximum	40
Range	40
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.9816329
Coefficient of variation (CV)	2.3822718
Kurtosis	72.03172
Mean	0.83182488
Median Absolute Deviation (MAD)	0
Skewness	6.0664114
Sum	3952
Variance	3.9268691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	3553	35.5%
3	310	3.1%
4	281	2.8%
2	253	2.5%
1	195	1.9%
5	81	0.8%
6	26	0.3%
7	17	0.2%
8	8	0.1%
10	4	< 0.1%
Other values (16)	23	0.2%
(Missing)	5249	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3553	35.5%
1	195	1.9%
2	253	2.5%
3	310	3.1%
4	281	2.8%
5	81	0.8%
6	26	0.3%
7	17	0.2%
8	8	0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
40	1	< 0.1%
30	1	< 0.1%
26	2	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
17	3	< 0.1%
16	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.2%
Missing	5714
Missing (%)	57.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.12832478

Minimum	0
Maximum	13
Zeros	3857
Zeros (%)	38.6%
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	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4967623
Coefficient of variation (CV)	3.8711331
Kurtosis	155.64789
Mean	0.12832478
Median Absolute Deviation (MAD)	0
Skewness	9.134247
Sum	550
Variance	0.24677278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	3857	38.6%
1	371	3.7%
2	30	0.3%
3	13	0.1%
4	10	0.1%
13	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
9	1	< 0.1%
(Missing)	5714	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3857	38.6%
1	371	3.7%
2	30	0.3%
3	13	0.1%
4	10	0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
13	1	< 0.1%
9	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
5	1	< 0.1%
4	10	0.1%
3	13	0.1%
2	30	0.3%
1	371	3.7%
0	3857	38.6%

사용시작지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	18
Distinct (%)	0.4%
Missing	5914
Missing (%)	59.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.95031816

Minimum	0
Maximum	106
Zeros	1755
Zeros (%)	17.5%
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	3
Maximum	106
Range	106
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.0853816
Coefficient of variation (CV)	2.1944036
Kurtosis	1579.6685
Mean	0.95031816
Median Absolute Deviation (MAD)	1
Skewness	32.155273
Sum	3883
Variance	4.3488163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	1755	17.5%
1	1559	15.6%
2	468	4.7%
3	157	1.6%
4	71	0.7%
5	31	0.3%
6	12	0.1%
7	9	0.1%
8	8	0.1%
9	4	< 0.1%
Other values (8)	12	0.1%
(Missing)	5914	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1755	17.5%
1	1559	15.6%
2	468	4.7%
3	157	1.6%
4	71	0.7%
5	31	0.3%
6	12	0.1%
7	9	0.1%
8	8	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
106	1	< 0.1%
17	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	1	< 0.1%
11	3	< 0.1%
10	2	< 0.1%
9	4	< 0.1%
8	8	0.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	30
Distinct (%)	1.1%
Missing	7145
Missing (%)	71.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.1509632

Minimum	0
Maximum	226
Zeros	643
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	4
Maximum	226
Range	226
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12.80228
Coefficient of variation (CV)	5.9518822
Kurtosis	222.81585
Mean	2.1509632
Median Absolute Deviation (MAD)	0
Skewness	14.587988
Sum	6141
Variance	163.89837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1	1512	15.1%
0	643	6.4%
2	414	4.1%
3	142	1.4%
4	59	0.6%
5	27	0.3%
6	10	0.1%
7	9	0.1%
8	6	0.1%
9	4	< 0.1%
Other values (20)	29	0.3%
(Missing)	7145	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	643	6.4%
1	1512	15.1%
2	414	4.1%
3	142	1.4%
4	59	0.6%
5	27	0.3%
6	10	0.1%
7	9	0.1%
8	6	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
226	2	< 0.1%
206	1	< 0.1%
205	1	< 0.1%
203	1	< 0.1%
202	3	< 0.1%
201	1	< 0.1%
120	1	< 0.1%
108	1	< 0.1%
106	2	< 0.1%
105	1	< 0.1%

사용시작지하층
Categorical

IMBALANCE

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

<NA>	7479
0	2365
1	127
2	21
3	5

Length

Max length	4
Median length	4
Mean length	3.2437
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>	7479	74.8%
0	2365	23.6%
1	127	1.3%
2	21	0.2%
3	5	0.1%
4	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7479	74.8%
0	2365	23.6%
1	127	1.3%
2	21	0.2%
3	5	< 0.1%
4	3	< 0.1%

사용끝지하층
Categorical

IMBALANCE

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

<NA>	8651
0	1208
1	119
2	15
3	5

Length

Max length	4
Median length	4
Mean length	3.5953
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>	8651	86.5%
0	1208	12.1%
1	119	1.2%
2	15	0.1%
3	5	0.1%
4	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8651	86.5%
0	1208	12.1%
1	119	1.2%
2	15	0.1%
3	5	< 0.1%
4	2	< 0.1%

한실수
Categorical

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

<NA>	5876
0	4124

Length

Max length	4
Median length	4
Mean length	2.7628
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>	5876	58.8%
0	4124	41.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5876	58.8%
0	4124	41.2%

양실수
Categorical

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

<NA>	5876
0	4124

Length

Max length	4
Median length	4
Mean length	2.7628
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>	5876	58.8%
0	4124	41.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5876	58.8%
0	4124	41.2%

욕실수
Categorical

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

<NA>	5876
0	4124

Length

Max length	4
Median length	4
Mean length	2.7628
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>	5876	58.8%
0	4124	41.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5876	58.8%
0	4124	41.2%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4429
Missing (%)	44.3%
Memory size	97.7 KiB

False	5567
True	4
(Missing)	4429

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	5567	55.7%
True	4	< 0.1%
(Missing)	4429	44.3%

좌석수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	29
Distinct (%)	0.5%
Missing	4502
Missing (%)	45.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.470171

Minimum	0
Maximum	214
Zeros	651
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	214
Range	214
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.8910861
Coefficient of variation (CV)	1.1212952
Kurtosis	1566.1554
Mean	3.470171
Median Absolute Deviation (MAD)	1
Skewness	30.000039
Sum	19079
Variance	15.140551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
3	1928	19.3%
4	915	9.2%
2	879	8.8%
0	651	6.5%
5	364	3.6%
6	261	2.6%
8	133	1.3%
7	93	0.9%
1	75	0.8%
10	68	0.7%
Other values (19)	131	1.3%
(Missing)	4502	45.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	651	6.5%
1	75	0.8%
2	879	8.8%
3	1928	19.3%
4	915	9.2%
5	364	3.6%
6	261	2.6%
7	93	0.9%
8	133	1.3%
9	32	0.3%

Value	Count	Frequency (%)
214	1	< 0.1%
50	1	< 0.1%
40	1	< 0.1%
32	1	< 0.1%
30	2	< 0.1%
24	1	< 0.1%
23	2	< 0.1%
22	1	< 0.1%
20	7	0.1%
19	3	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	2
Distinct (%)	66.7%
Missing	9997
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	69
Median length	69
Mean length	57.666667
Min length	35

Characters and Unicode

Total characters	173
Distinct characters	55
Distinct categories	4 ?
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	1 ?
Unique (%)	33.3%

Sample

1st row	이 영업신고의 효력은 건축물 임시사용승인기간 2012.4.30까지이며 건축물 사용승인 연장 또는 준공 완료시 재신청 해야 함
2nd row	본 영업신고증은 건축물 등재 전으로 아래 조건부기간까지만 유효함
3rd row	이 영업신고의 효력은 건축물 임시사용승인기간 2012.4.30까지이며 건축물 사용승인 연장 또는 준공 완료시 재신청 해야 함

Value	Count	Frequency (%)
건축물	5	13.2%
이	2	5.3%
또는	2	5.3%
함	2	5.3%
해야	2	5.3%
재신청	2	5.3%
영업신고의	2	5.3%
준공	2	5.3%
완료시	2	5.3%
연장	2	5.3%
Other values (11)	15	39.5%

Most occurring characters

Value	Count	Frequency (%)
	35	20.2%
건	6	3.5%
신	5	2.9%
물	5	2.9%
축	5	2.9%
이	4	2.3%
승	4	2.3%
용	4	2.3%
사	4	2.3%
시	4	2.3%
Other values (45)	97	56.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	120	69.4%
Space Separator	35	20.2%
Decimal Number	14	8.1%
Other Punctuation	4	2.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	6	5.0%
신	5	4.2%
물	5	4.2%
축	5	4.2%
이	4	3.3%
승	4	3.3%
용	4	3.3%
사	4	3.3%
시	4	3.3%
인	4	3.3%
Other values (38)	75	62.5%

Decimal Number

Value	Count	Frequency (%)
2	4	28.6%
0	4	28.6%
3	2	14.3%
4	2	14.3%
1	2	14.3%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	120	69.4%
Common	53	30.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
건	6	5.0%
신	5	4.2%
물	5	4.2%
축	5	4.2%
이	4	3.3%
승	4	3.3%
용	4	3.3%
사	4	3.3%
시	4	3.3%
인	4	3.3%
Other values (38)	75	62.5%

Common

Value	Count	Frequency (%)
	35	66.0%
2	4	7.5%
0	4	7.5%
.	4	7.5%
3	2	3.8%
4	2	3.8%
1	2	3.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	120	69.4%
ASCII	53	30.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35	66.0%
2	4	7.5%
0	4	7.5%
.	4	7.5%
3	2	3.8%
4	2	3.8%
1	2	3.8%

Hangul

Value	Count	Frequency (%)
건	6	5.0%
신	5	4.2%
물	5	4.2%
축	5	4.2%
이	4	3.3%
승	4	3.3%
용	4	3.3%
사	4	3.3%
시	4	3.3%
인	4	3.3%
Other values (38)	75	62.5%

조건부허가시작일자
Categorical

IMBALANCE

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

<NA>	9997
20120301	2
20131029	1

Length

Max length	8
Median length	4
Mean length	4.0012
Min length	4

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>	9997	> 99.9%
20120301	2	< 0.1%
20131029	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9997	> 99.9%
20120301	2	< 0.1%
20131029	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

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

<NA>	9997
20120430	2
20141028	1

Length

Max length	8
Median length	4
Mean length	4.0012
Min length	4

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>	9997	> 99.9%
20120430	2	< 0.1%
20141028	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9997	> 99.9%
20120430	2	< 0.1%
20141028	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

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

<NA>	8948
임대	1032
자가	20

Length

Max length	4
Median length	4
Mean length	3.7896
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>	8948	89.5%
임대	1032	10.3%
자가	20	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8948	89.5%
임대	1032	10.3%
자가	20	0.2%

세탁기수
Categorical

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

<NA>	7035
0	2965

Length

Max length	4
Median length	4
Mean length	3.1105
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>	7035	70.3%
0	2965	29.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7035	70.3%
0	2965	29.6%

여성종사자수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	12
Distinct (%)	0.6%
Missing	8019
Missing (%)	80.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.23725391

Minimum	0
Maximum	41
Zeros	1683
Zeros (%)	16.8%
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	41
Range	41
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1695831
Coefficient of variation (CV)	4.9296683
Kurtosis	760.40713
Mean	0.23725391
Median Absolute Deviation (MAD)	0
Skewness	23.312137
Sum	470
Variance	1.3679246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1683	16.8%
1	235	2.4%
2	39	0.4%
4	7	0.1%
3	7	0.1%
5	3	< 0.1%
6	2	< 0.1%
10	1	< 0.1%
7	1	< 0.1%
41	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	8019	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1683	16.8%
1	235	2.4%
2	39	0.4%
3	7	0.1%
4	7	0.1%
5	3	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
41	1	< 0.1%
14	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
7	1	< 0.1%
6	2	< 0.1%
5	3	< 0.1%
4	7	0.1%
3	7	0.1%
2	39	0.4%

남성종사자수
Categorical

IMBALANCE

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

<NA>	8021
0	1936
1	33
2	8
4	2

Length

Max length	4
Median length	4
Mean length	3.4063
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>	8021	80.2%
0	1936	19.4%
1	33	0.3%
2	8	0.1%
4	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8021	80.2%
0	1936	19.4%
1	33	0.3%
2	8	0.1%
4	2	< 0.1%

회수건조수
Categorical

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

<NA>	7183
0	2817

Length

Max length	4
Median length	4
Mean length	3.1549
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>	7183	71.8%
0	2817	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7183	71.8%
0	2817	28.2%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	0.7%
Missing	7239
Missing (%)	72.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.96631655

Minimum	0
Maximum	20
Zeros	1982
Zeros (%)	19.8%
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	5
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.1513282
Coefficient of variation (CV)	2.2263182
Kurtosis	14.536551
Mean	0.96631655
Median Absolute Deviation (MAD)	0
Skewness	3.3533495
Sum	2668
Variance	4.6282128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	1982	19.8%
2	224	2.2%
1	175	1.8%
3	129	1.3%
4	67	0.7%
5	54	0.5%
6	31	0.3%
7	26	0.3%
8	24	0.2%
10	15	0.1%
Other values (10)	34	0.3%
(Missing)	7239	72.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1982	19.8%
1	175	1.8%
2	224	2.2%
3	129	1.3%
4	67	0.7%
5	54	0.5%
6	31	0.3%
7	26	0.3%
8	24	0.2%
9	13	0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
16	1	< 0.1%
15	3	< 0.1%
14	3	< 0.1%
13	2	< 0.1%
12	4	< 0.1%
11	4	< 0.1%
10	15	0.1%

다중이용업소여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4349
Missing (%)	43.5%
Memory size	97.7 KiB

False	5645
True	6
(Missing)	4349

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	5645	56.5%
True	6	0.1%
(Missing)	4349	43.5%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
6378	3030000	3030000-212-2024-00005	2024-03-06	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	32.01	133-020	서울특별시 성동구 하왕십리동 1070 센트라스	서울특별시 성동구 왕십리로 410, I동 117호 (하왕십리동, 센트라스)	4701	헤일리 뷰티	2024-03-06 11:18:04	I	2023-12-03 00:08:00.0	피부미용업	202372.912024	451536.680877	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8242	3240000	3240000-204-1991-01139	1991-03-30	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0204746510	32.10	134-890	서울특별시 강동구 성내동 426-24	서울특별시 강동구 양재대로89길 62, 1층 103호 (성내동)	5403	머리하는날	2024-04-08 15:46:12	U	2023-12-03 23:00:00.0	일반미용업	211616.133364	447245.285999	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
16185	3030000	3030000-213-2017-00010	2017-11-28	<NA>	3	폐업	2	폐업	2024-02-05	<NA>	<NA>	<NA>	<NA>	53.17	133-827	서울특별시 성동구 성수동2가 331-59	서울특별시 성동구 뚝섬로9길 3-1, 2층 (성수동2가)	4784	잭앤클리퍼(JackandClipper)	2024-02-05 15:28:06	U	2023-12-02 00:07:00.0	일반미용업	204946.913757	448493.266318	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8507	3070000	3070000-211-2015-00028	2015-05-22	<NA>	3	폐업	2	폐업	2023-02-27	<NA>	<NA>	<NA>	<NA>	40.62	136-051	서울특별시 성북구 동선동1가 85-97 2층	서울특별시 성북구 동소문로22길 29-2 (동선동1가)	2845	맷블랙(MATT BLACK HAIR)	2023-02-27 14:43:35	U	2022-12-03 00:01:00.0	일반미용업	201536.236365	454372.060297	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8979	3220000	3220000-212-2016-00142	20160122	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	30152121	272.05	135825	서울특별시 강남구 논현동 143-6	서울특별시 강남구 강남대로 528, 지상12층 (논현동)	6114	아이오마 끌레르 신논현점	2022-05-24 10:01:41	I	2021-12-04 22:06:00.0	피부미용업	201930.835054	445229.332205	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2900	3080000	3080000-222-2023-00003	2023-08-31	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	39.00	142-878	서울특별시 강북구 수유동 223-27 4층	서울특별시 강북구 노해로8길 9-20, 4층 (수유동)	1072	벨라수뷰티	2023-08-31 10:13:41	I	2022-12-09 00:02:00.0	메이크업업	202006.083443	459592.130285	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
11073	3150000	3150000-211-2021-00061	20211005	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.00	157210	서울특별시 강서구 마곡동 794-1 우성에스비타워	서울특별시 강서구 강서로 385, 우성에스비타워 1009-1010 일부호 (마곡동)	7803	라봄 살롱드코라	2023-01-16 11:53:08	U	2022-11-30 23:08:00.0	일반미용업	185642.667278	450883.006755	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5304	3150000	3150000-212-2024-00009	2024-02-02	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	178.12	157-210	서울특별시 강서구 마곡동 794-1 우성에스비타워 611~2호	서울특별시 강서구 강서로 385, 우성에스비타워 6층 611,612호 (마곡동)	7803	보떼벨르	2024-02-02 15:30:21	I	2023-12-02 00:04:00.0	피부미용업	185642.667278	450883.006755	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5943	3240000	3240000-219-2024-00001	2024-02-23	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	47.21	134-890	서울특별시 강동구 성내동 426-11 RUN J	서울특별시 강동구 양재대로89길 56-5, RUN J 1층 (성내동)	5403	미마루(memaru)	2024-02-23 11:17:57	I	2023-12-01 22:05:00.0	메이크업업	211646.230185	447257.187843	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
821	3200000	3200000-213-2024-00013	2024-04-03	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.10	151-832	서울특별시 관악구 봉천동 1656-27	서울특별시 관악구 인헌길 10, 1층 일부호 (봉천동)	8793	윤슬네일	2024-04-03 15:00:53	I	2023-12-04 00:05:00.0	네일아트업	196996.997651	441448.62699	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
11318	3000000	3000000-211-2020-00006	20201105	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.00	110826	서울특별시 종로구 숭인동 221	서울특별시 종로구 종로 368, 2층 (숭인동)	3115	행운	2020-11-05 15:03:00	I	2020-11-17 00:23:09.0	일반미용업	201559.999855	452366.842565	일반미용업	0	0	2	2	<NA>	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
18658	3040000	3040000-204-1989-00689	19891107	<NA>	3	폐업	2	폐업	20100303	<NA>	<NA>	<NA>	02 4563353	20.00	143805	서울특별시 광진구 광장동 245-11번지	<NA>	<NA>	꽃송이미용실	2003-03-06 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	209081.410882	449307.040939	미용업	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8675	3010000	3010000-213-2011-00003	20110324	<NA>	3	폐업	2	폐업	20140326	<NA>	<NA>	<NA>	02 310 1335	21.97	100011	서울특별시 중구 충무로1가 52-5번지 신세계백화점 4층	서울특별시 중구 소공로 63, 4층 (충무로1가, 신세계백화점)	4530	크리스찬네일	2012-03-19 11:07:48	I	2018-08-31 23:59:59.0	네일아트업	198263.908392	450960.762965	종합미용업	0	0	4	4	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
12820	3010000	3010000-211-2011-00001	20110113	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0222852150	76.00	100851	서울특별시 중구 을지로6가 18-84번지 미진빌딩 302호	서울특별시 중구 을지로43길 30 (을지로6가,미진빌딩 302호)	4564	벨라뮤트헤어	2011-08-02 13:46:24	I	2018-08-31 23:59:59.0	일반미용업	200588.95991	451679.88405	일반미용업	5	0	3	0	0	0	0	0	0	N	6	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N
9426	3210000	3210000-211-2022-00011	20220329	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 573 4339	22.27	137900	서울특별시 서초구 우면동 67 한라상가 106호	서울특별시 서초구 바우뫼로 31, 한라아파트 상가 1층 106호 (우면동)	6762	나이스가이	2022-03-29 11:08:33	I	2021-12-02 21:01:00.0	일반미용업	202220.497179	441039.412939	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
14679	3020000	3020000-215-2016-00003	2016-01-20	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	30.04	140-854	서울특별시 용산구 이촌동 302-52 LG프라자	서울특별시 용산구 이촌로 200, LG프라자 지하1층 107호 (이촌동)	4427	희네일(Hee Nail)	2023-07-24 13:29:11	U	2022-12-06 22:06:00.0	네일아트업	197221.439324	446524.508386	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
20186	3040000	3040000-211-2013-00068	20130910	<NA>	3	폐업	2	폐업	20160913	<NA>	<NA>	<NA>	02 444 6258	26.00	143891	서울특별시 광진구 중곡동 138-29번지	서울특별시 광진구 용마산로3길 102 (중곡동)	4926	한스헤어	2013-09-10 13:35:20	I	2018-08-31 23:59:59.0	일반미용업	207249.353673	450575.205065	일반미용업	1	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
10001	3240000	3240000-219-2020-00005	20200601	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	31.53	134080	서울특별시 강동구 고덕동 694 고덕그라시움(제4상가)	서울특별시 강동구 고덕로 385, 고덕그라시움(제4상가) 지하1층 B103호 (고덕동)	5223	핸드메이드	2022-07-20 16:28:18	I	2021-12-06 22:03:00.0	메이크업업	214687.925331	450626.949693	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8192	3230000	3230000-204-1986-01587	19860805	<NA>	3	폐업	2	폐업	19970129	<NA>	<NA>	<NA>	02 00000	10.88	138210	서울특별시 송파구 장지동 산 88-29번지	<NA>	<NA>	진화	2002-09-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
22305	3050000	3050000-211-2011-00025	20110627	<NA>	3	폐업	2	폐업	20171130	<NA>	<NA>	<NA>	<NA>	33.00	130842	서울특별시 동대문구 장안동 382-18번지	서울특별시 동대문구 답십리로68길 71, 1층 (장안동)	2624	이제이헤어?	2017-11-30 10:25:10	I	2018-08-31 23:59:59.0	일반미용업	205956.617847	451905.713361	일반미용업	0	0	1	1	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	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

Close Punctuation

Open Punctuation

Letter Number

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks