gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	10000
Missing cells	109706
Missing cells (%)	21.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.3 MiB
Average record size in memory	450.0 B

Variable types

Numeric	16
Categorical	19
Text	6
Unsupported	7
DateTime	1
Boolean	2

Dataset

Description	2021-05-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123088

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`사용시작지하층` is highly imbalanced (52.6%)	Imbalance
`사용끝지하층` is highly imbalanced (57.1%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.6%)	Imbalance
`남성종사자수` is highly imbalanced (58.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.7%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 4917 (49.2%) 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
`소재지전화` has 3035 (30.3%) missing values	Missing
`소재지우편번호` has 102 (1.0%) missing values	Missing
`도로명전체주소` has 2981 (29.8%) missing values	Missing
`도로명우편번호` has 3045 (30.4%) missing values	Missing
`좌표정보(x)` has 273 (2.7%) missing values	Missing
`좌표정보(y)` has 273 (2.7%) missing values	Missing
`건물지상층수` has 2104 (21.0%) missing values	Missing
`건물지하층수` has 2961 (29.6%) missing values	Missing
`사용시작지상층` has 2702 (27.0%) missing values	Missing
`사용끝지상층` has 4177 (41.8%) missing values	Missing
`발한실여부` has 138 (1.4%) missing values	Missing
`의자수` has 756 (7.6%) missing values	Missing
`조건부허가신고사유` has 10000 (100.0%) missing values	Missing
`조건부허가시작일자` has 10000 (100.0%) missing values	Missing
`여성종사자수` has 7537 (75.4%) missing values	Missing
`침대수` has 4650 (46.5%) missing values	Missing
`Unnamed: 50` has 10000 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -33.31869892)	Skewed
`폐업일자` is highly skewed (γ1 = -64.3336144)	Skewed
`사용시작지상층` is highly skewed (γ1 = 71.36752611)	Skewed
`사용끝지상층` is highly skewed (γ1 = 66.42599971)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가신고사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 50` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 2967 (29.7%) zeros	Zeros
`건물지하층수` has 5132 (51.3%) zeros	Zeros
`사용시작지상층` has 1502 (15.0%) zeros	Zeros
`사용끝지상층` has 1050 (10.5%) zeros	Zeros
`의자수` has 1402 (14.0%) zeros	Zeros
`여성종사자수` has 2313 (23.1%) zeros	Zeros
`침대수` has 3636 (36.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 03:26:36.826019
Analysis finished	2024-04-17 03:26:38.845867
Duration	2.02 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11605.053

Minimum	1
Maximum	23122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1202.95
Q1	5901.5
median	11613.5
Q3	17362.25
95-th percentile	21935.25
Maximum	23122
Range	23121
Interquartile range (IQR)	11460.75

Descriptive statistics

Standard deviation	6648.6547
Coefficient of variation (CV)	0.57291032
Kurtosis	-1.1893715
Mean	11605.053
Median Absolute Deviation (MAD)	5733
Skewness	-0.0056794183
Sum	1.1605053 × 10⁸
Variance	44204610
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20533	1	< 0.1%
9193	1	< 0.1%
788	1	< 0.1%
7029	1	< 0.1%
20472	1	< 0.1%
6086	1	< 0.1%
11295	1	< 0.1%
22992	1	< 0.1%
15701	1	< 0.1%
1239	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
4	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
24	1	< 0.1%
31	1	< 0.1%
33	1	< 0.1%

Value	Count	Frequency (%)
23122	1	< 0.1%
23120	1	< 0.1%
23117	1	< 0.1%
23116	1	< 0.1%
23114	1	< 0.1%
23113	1	< 0.1%
23111	1	< 0.1%
23110	1	< 0.1%
23106	1	< 0.1%
23105	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

미용업	10000

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미용업	10000	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

05_18_01_P	10000

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05_18_01_P
2nd row	05_18_01_P
3rd row	05_18_01_P
4th row	05_18_01_P
5th row	05_18_01_P

Common Values

Value	Count	Frequency (%)
05_18_01_P	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
05_18_01_p	10000	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325658

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3300000
median	3330000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	37899.745
Coefficient of variation (CV)	0.011396164
Kurtosis	-0.77094034
Mean	3325658
Median Absolute Deviation (MAD)	30000
Skewness	0.024096894
Sum	3.325658 × 10¹⁰
Variance	1.4363907 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1277	12.8%
3290000	1237	12.4%
3340000	979	9.8%
3300000	851	8.5%
3370000	777	7.8%
3310000	755	7.5%
3350000	725	7.2%
3380000	721	7.2%
3320000	703	7.0%
3390000	428	4.3%
Other values (6)	1547	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	345	3.5%
3260000	275	2.8%
3270000	290	2.9%
3280000	324	3.2%
3290000	1237	12.4%
3300000	851	8.5%
3310000	755	7.5%
3320000	703	7.0%
3330000	1277	12.8%
3340000	979	9.8%

Value	Count	Frequency (%)
3400000	192	1.9%
3390000	428	4.3%
3380000	721	7.2%
3370000	777	7.8%
3360000	121	1.2%
3350000	725	7.2%
3340000	979	9.8%
3330000	1277	12.8%
3320000	703	7.0%
3310000	755	7.5%

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	3380000-204-1994-00016
2nd row	3290000-204-2001-01054
3rd row	3400000-211-2015-00009
4th row	3380000-211-2000-00022
5th row	3350000-204-2012-00001

Value	Count	Frequency (%)
3380000-204-1994-00016	1	< 0.1%
3320000-204-1999-00628	1	< 0.1%
3330000-204-2004-00055	1	< 0.1%
3250000-204-2003-00004	1	< 0.1%
3350000-215-2019-00001	1	< 0.1%
3300000-211-2014-00007	1	< 0.1%
3380000-212-2016-00014	1	< 0.1%
3330000-212-2012-00010	1	< 0.1%
3360000-211-2006-00004	1	< 0.1%
3300000-215-2020-00004	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	87802	39.9%
-	30000	13.6%
2	26365	12.0%
1	22093	10.0%
3	21988	10.0%
9	8740	4.0%
4	7875	3.6%
8	4384	2.0%
5	4193	1.9%
7	3648	1.7%

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	87802	46.2%
2	26365	13.9%
1	22093	11.6%
3	21988	11.6%
9	8740	4.6%
4	7875	4.1%
8	4384	2.3%
5	4193	2.2%
7	3648	1.9%
6	2912	1.5%

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	87802	39.9%
-	30000	13.6%
2	26365	12.0%
1	22093	10.0%
3	21988	10.0%
9	8740	4.0%
4	7875	3.6%
8	4384	2.0%
5	4193	1.9%
7	3648	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87802	39.9%
-	30000	13.6%
2	26365	12.0%
1	22093	10.0%
3	21988	10.0%
9	8740	4.0%
4	7875	3.6%
8	4384	2.0%
5	4193	1.9%
7	3648	1.7%

인허가일자
Real number (ℝ)

SKEWED

Distinct	5755
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20054361

Minimum	9970925
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9970925
5-th percentile	19840407
Q1	19980930
median	20080624
Q3	20151201
95-th percentile	20200210
Maximum	20210331
Range	10239406
Interquartile range (IQR)	170271.25

Descriptive statistics

Standard deviation	183442.82
Coefficient of variation (CV)	0.0091472784
Kurtosis	1817.4064
Mean	20054361
Median Absolute Deviation (MAD)	80185.5
Skewness	-33.318699
Sum	2.0054361 × 10¹¹
Variance	3.3651269 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000712	26	0.3%
20000415	18	0.2%
20030225	13	0.1%
20030224	12	0.1%
20020508	10	0.1%
20001114	9	0.1%
20170116	9	0.1%
20170403	9	0.1%
20200102	8	0.1%
19980930	8	0.1%
Other values (5745)	9878	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9970925	1	< 0.1%
9990827	1	< 0.1%
19630110	2	< 0.1%
19630130	1	< 0.1%
19630206	1	< 0.1%
19630520	1	< 0.1%
19631111	1	< 0.1%
19650426	1	< 0.1%
19650427	1	< 0.1%
19660301	4	< 0.1%

Value	Count	Frequency (%)
20210331	6	0.1%
20210330	3	< 0.1%
20210329	1	< 0.1%
20210326	1	< 0.1%
20210325	1	< 0.1%
20210324	1	< 0.1%
20210323	4	< 0.1%
20210322	2	< 0.1%
20210319	1	< 0.1%
20210318	2	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

영업상태구분코드
Categorical

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

3	5083
1	4917

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	5083	50.8%
1	4917	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5083	50.8%
1	4917	49.2%

영업상태명
Categorical

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

폐업	5083
영업/정상	4917

Length

Max length	5
Median length	2
Mean length	3.4751
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5083	50.8%
영업/정상	4917	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5083	50.8%
영업/정상	4917	49.2%

상세영업상태코드
Categorical

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

2	5083
1	4917

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5083	50.8%
1	4917	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5083	50.8%
1	4917	49.2%

상세영업상태명
Categorical

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

폐업	5083
영업	4917

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5083	50.8%
영업	4917	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5083	50.8%
영업	4917	49.2%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	2930
Distinct (%)	57.6%
Missing	4917
Missing (%)	49.2%
Infinite	0
Infinite (%)	0.0%
Mean	20093364

Minimum	2013102
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2013102
5-th percentile	19990937
Q1	20040304
median	20091231
Q3	20160222
95-th percentile	20200429
Maximum	20210331
Range	18197229
Interquartile range (IQR)	119918.5

Descriptive statistics

Standard deviation	262481.81
Coefficient of variation (CV)	0.013063109
Kurtosis	4432.0724
Mean	20093364
Median Absolute Deviation (MAD)	59993
Skewness	-64.333614
Sum	1.0213457 × 10¹¹
Variance	6.8896699 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030227	163	1.6%
20050117	57	0.6%
20030226	45	0.4%
20050510	33	0.3%
20010321	29	0.3%
20000712	25	0.2%
20000531	25	0.2%
20030606	25	0.2%
20210322	23	0.2%
20051222	19	0.2%
Other values (2920)	4639	46.4%
(Missing)	4917	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2013102	1	< 0.1%
19821109	1	< 0.1%
19891116	1	< 0.1%
19900615	1	< 0.1%
19910205	1	< 0.1%
19921012	1	< 0.1%
19930209	1	< 0.1%
19930308	1	< 0.1%
19930806	1	< 0.1%
19930924	1	< 0.1%

Value	Count	Frequency (%)
20210331	6	0.1%
20210330	3	< 0.1%
20210326	1	< 0.1%
20210324	2	< 0.1%
20210322	23	0.2%
20210315	1	< 0.1%
20210303	4	< 0.1%
20210302	2	< 0.1%
20210226	1	< 0.1%
20210224	1	< 0.1%

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

소재지전화
Text

MISSING

Distinct	6214
Distinct (%)	89.2%
Missing	3035
Missing (%)	30.3%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.664465
Min length	1

Characters and Unicode

Total characters	74278
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	6025 ?
Unique (%)	86.5%

Sample

1st row	051 7589294
2nd row	051 8977388
3rd row	051 918 8782
4th row	051 583 2838
5th row	051 6287969

Value	Count	Frequency (%)
051	6520	41.8%
070	125	0.8%
868	36	0.2%
852	30	0.2%
727	29	0.2%
853	26	0.2%
851	26	0.2%
747	25	0.2%
203	24	0.2%
337	23	0.1%
Other values (6154)	8718	55.9%

Most occurring characters

Value	Count	Frequency (%)
5	12250	16.5%
0	11141	15.0%
1	10938	14.7%
	8664	11.7%
2	5790	7.8%
7	4833	6.5%
3	4718	6.4%
6	4465	6.0%
8	4385	5.9%
4	4226	5.7%
Other values (2)	2868	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	65613	88.3%
Space Separator	8664	11.7%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12250	18.7%
0	11141	17.0%
1	10938	16.7%
2	5790	8.8%
7	4833	7.4%
3	4718	7.2%
6	4465	6.8%
8	4385	6.7%
4	4226	6.4%
9	2867	4.4%

Space Separator

Value	Count	Frequency (%)
	8664	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74278	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12250	16.5%
0	11141	15.0%
1	10938	14.7%
	8664	11.7%
2	5790	7.8%
7	4833	6.5%
3	4718	6.4%
6	4465	6.0%
8	4385	5.9%
4	4226	5.7%
Other values (2)	2868	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74278	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12250	16.5%
0	11141	15.0%
1	10938	14.7%
	8664	11.7%
2	5790	7.8%
7	4833	6.5%
3	4718	6.4%
6	4465	6.0%
8	4385	5.9%
4	4226	5.7%
Other values (2)	2868	3.9%

소재지면적
Text

Distinct	4072
Distinct (%)	40.9%
Missing	41
Missing (%)	0.4%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.9112361
Min length	3

Characters and Unicode

Total characters	48911
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	2555 ?
Unique (%)	25.7%

Sample

1st row	16.48
2nd row	46.80
3rd row	57.31
4th row	12.50
5th row	23.45

Value	Count	Frequency (%)
00	770	7.7%
33.00	129	1.3%
24.00	59	0.6%
20.00	55	0.6%
30.00	55	0.6%
26.40	48	0.5%
16.50	46	0.5%
28.00	41	0.4%
18.00	40	0.4%
23.00	39	0.4%
Other values (4062)	8677	87.1%

Most occurring characters

Value	Count	Frequency (%)
.	9959	20.4%
0	8790	18.0%
2	5008	10.2%
1	4881	10.0%
3	3717	7.6%
4	3306	6.8%
5	3133	6.4%
6	3027	6.2%
8	2622	5.4%
7	2239	4.6%
Other values (2)	2229	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38949	79.6%
Other Punctuation	9962	20.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8790	22.6%
2	5008	12.9%
1	4881	12.5%
3	3717	9.5%
4	3306	8.5%
5	3133	8.0%
6	3027	7.8%
8	2622	6.7%
7	2239	5.7%
9	2226	5.7%

Other Punctuation

Value	Count	Frequency (%)
.	9959	> 99.9%
,	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	48911	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9959	20.4%
0	8790	18.0%
2	5008	10.2%
1	4881	10.0%
3	3717	7.6%
4	3306	6.8%
5	3133	6.4%
6	3027	6.2%
8	2622	5.4%
7	2239	4.6%
Other values (2)	2229	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48911	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9959	20.4%
0	8790	18.0%
2	5008	10.2%
1	4881	10.0%
3	3717	7.6%
4	3306	6.8%
5	3133	6.4%
6	3027	6.2%
8	2622	5.4%
7	2239	4.6%
Other values (2)	2229	4.6%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	855
Distinct (%)	8.6%
Missing	102
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	610666.54

Minimum	361856
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	361856
5-th percentile	601817
Q1	607813
median	611819
Q3	614805
95-th percentile	617814
Maximum	619953
Range	258097
Interquartile range (IQR)	6992

Descriptive statistics

Standard deviation	5397.7225
Coefficient of variation (CV)	0.008839067
Kurtosis	454.88492
Mean	610666.54
Median Absolute Deviation (MAD)	3031
Skewness	-10.153137
Sum	6.0443774 × 10⁹
Variance	29135408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
609839	113	1.1%
614847	86	0.9%
612824	80	0.8%
608805	78	0.8%
604851	74	0.7%
616852	68	0.7%
614845	65	0.7%
612842	65	0.7%
608832	61	0.6%
612847	58	0.6%
Other values (845)	9150	91.5%
(Missing)	102	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
361856	1	< 0.1%
600012	2	< 0.1%
600013	4	< 0.1%
600015	1	< 0.1%
600016	6	0.1%
600017	6	0.1%
600022	3	< 0.1%
600023	2	< 0.1%
600024	3	< 0.1%
600025	8	0.1%

Value	Count	Frequency (%)
619953	2	< 0.1%
619952	5	0.1%
619951	3	< 0.1%
619913	3	< 0.1%
619912	8	0.1%
619911	2	< 0.1%
619906	3	< 0.1%
619905	30	0.3%
619904	2	< 0.1%
619903	25	0.2%

소재지전체주소
Text

Distinct	9264
Distinct (%)	92.8%
Missing	14
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	61
Median length	49
Mean length	24.844382
Min length	14

Characters and Unicode

Total characters	248096
Distinct characters	513
Distinct categories	10 ?
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	8656 ?
Unique (%)	86.7%

Sample

1st row	부산광역시 수영구 망미동 774-265번지 연수골목 10
2nd row	부산광역시 부산진구 당감동 289-8
3rd row	부산광역시 기장군 정관읍 모전리 730번지 이지더원3차 323동 118호
4th row	부산광역시 수영구 광안동 76-19번지
5th row	부산광역시 금정구 구서동 252-32번지

Value	Count	Frequency (%)
부산광역시	9985	21.3%
해운대구	1277	2.7%
부산진구	1229	2.6%
사하구	977	2.1%
t통b반	862	1.8%
동래구	851	1.8%
연제구	772	1.6%
남구	755	1.6%
금정구	725	1.5%
수영구	721	1.5%
Other values (10119)	28676	61.2%

Most occurring characters

Value	Count	Frequency (%)
	36851	14.9%
산	12149	4.9%
부	12094	4.9%
1	12052	4.9%
동	12039	4.9%
광	10365	4.2%
구	10187	4.1%
시	10142	4.1%
역	10003	4.0%
-	8949	3.6%
Other values (503)	113265	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	146706	59.1%
Decimal Number	52321	21.1%
Space Separator	36851	14.9%
Dash Punctuation	8949	3.6%
Uppercase Letter	2202	0.9%
Open Punctuation	361	0.1%
Close Punctuation	359	0.1%
Other Punctuation	266	0.1%
Lowercase Letter	72	< 0.1%
Math Symbol	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	12149	8.3%
부	12094	8.2%
동	12039	8.2%
광	10365	7.1%
구	10187	6.9%
시	10142	6.9%
역	10003	6.8%
지	8892	6.1%
번	8424	5.7%
대	2335	1.6%
Other values (443)	50076	34.1%

Uppercase Letter

Value	Count	Frequency (%)
B	922	41.9%
T	869	39.5%
A	71	3.2%
S	64	2.9%
K	49	2.2%
I	31	1.4%
G	27	1.2%
E	22	1.0%
H	21	1.0%
L	19	0.9%
Other values (13)	107	4.9%

Lowercase Letter

Value	Count	Frequency (%)
l	20	27.8%
s	13	18.1%
e	13	18.1%
i	11	15.3%
t	3	4.2%
b	2	2.8%
c	2	2.8%
h	1	1.4%
w	1	1.4%
v	1	1.4%
Other values (5)	5	6.9%

Decimal Number

Value	Count	Frequency (%)
1	12052	23.0%
2	7305	14.0%
3	5849	11.2%
4	4794	9.2%
0	4490	8.6%
5	4313	8.2%
6	3734	7.1%
7	3485	6.7%
8	3272	6.3%
9	3027	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	191	71.8%
@	47	17.7%
.	13	4.9%
/	10	3.8%
·	3	1.1%
:	1	0.4%
&	1	0.4%

Space Separator

Value	Count	Frequency (%)
	36851	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8949	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	361	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	359	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	146706	59.1%
Common	99116	40.0%
Latin	2274	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	12149	8.3%
부	12094	8.2%
동	12039	8.2%
광	10365	7.1%
구	10187	6.9%
시	10142	6.9%
역	10003	6.8%
지	8892	6.1%
번	8424	5.7%
대	2335	1.6%
Other values (443)	50076	34.1%

Latin

Value	Count	Frequency (%)
B	922	40.5%
T	869	38.2%
A	71	3.1%
S	64	2.8%
K	49	2.2%
I	31	1.4%
G	27	1.2%
E	22	1.0%
H	21	0.9%
l	20	0.9%
Other values (28)	178	7.8%

Common

Value	Count	Frequency (%)
	36851	37.2%
1	12052	12.2%
-	8949	9.0%
2	7305	7.4%
3	5849	5.9%
4	4794	4.8%
0	4490	4.5%
5	4313	4.4%
6	3734	3.8%
7	3485	3.5%
Other values (12)	7294	7.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	146706	59.1%
ASCII	101387	40.9%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36851	36.3%
1	12052	11.9%
-	8949	8.8%
2	7305	7.2%
3	5849	5.8%
4	4794	4.7%
0	4490	4.4%
5	4313	4.3%
6	3734	3.7%
7	3485	3.4%
Other values (49)	9565	9.4%

Hangul

Value	Count	Frequency (%)
산	12149	8.3%
부	12094	8.2%
동	12039	8.2%
광	10365	7.1%
구	10187	6.9%
시	10142	6.9%
역	10003	6.8%
지	8892	6.1%
번	8424	5.7%
대	2335	1.6%
Other values (443)	50076	34.1%

None

Value	Count	Frequency (%)
·	3	100.0%

도로명전체주소
Text

MISSING

Distinct	6798
Distinct (%)	96.9%
Missing	2981
Missing (%)	29.8%
Memory size	156.2 KiB

Length

Max length	64
Median length	56
Mean length	32.068671
Min length	17

Characters and Unicode

Total characters	225090
Distinct characters	539
Distinct categories	10 ?
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	6588 ?
Unique (%)	93.9%

Sample

1st row	부산광역시 부산진구 동평로 93-1 (당감동)
2nd row	부산광역시 기장군 정관읍 정관로 350, 323동 118호 (이지더원3차)
3rd row	부산광역시 수영구 무학로21번길 106, 1층 (광안동)
4th row	부산광역시 금정구 중앙대로1841번길 65 (구서동)
5th row	부산광역시 수영구 광남로 185-1, 2층 (광안동)

Value	Count	Frequency (%)
부산광역시	7018	16.1%
1층	1714	3.9%
부산진구	984	2.3%
2층	924	2.1%
해운대구	867	2.0%
사하구	619	1.4%
동래구	597	1.4%
수영구	527	1.2%
남구	525	1.2%
금정구	512	1.2%
Other values (5706)	29340	67.3%

Most occurring characters

Value	Count	Frequency (%)
	36611	16.3%
동	9688	4.3%
1	9511	4.2%
부	8911	4.0%
산	8787	3.9%
광	7575	3.4%
시	7472	3.3%
구	7214	3.2%
역	7034	3.1%
)	6986	3.1%
Other values (529)	115301	51.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	130085	57.8%
Space Separator	36611	16.3%
Decimal Number	36567	16.2%
Close Punctuation	6986	3.1%
Open Punctuation	6986	3.1%
Other Punctuation	6112	2.7%
Dash Punctuation	1134	0.5%
Uppercase Letter	504	0.2%
Lowercase Letter	75	< 0.1%
Math Symbol	30	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9688	7.4%
부	8911	6.9%
산	8787	6.8%
광	7575	5.8%
시	7472	5.7%
구	7214	5.5%
역	7034	5.4%
로	6899	5.3%
층	3510	2.7%
길	3479	2.7%
Other values (469)	59516	45.8%

Uppercase Letter

Value	Count	Frequency (%)
A	91	18.1%
B	84	16.7%
S	64	12.7%
K	49	9.7%
I	27	5.4%
E	25	5.0%
H	23	4.6%
C	22	4.4%
V	18	3.6%
W	17	3.4%
Other values (13)	84	16.7%

Lowercase Letter

Value	Count	Frequency (%)
l	20	26.7%
e	16	21.3%
s	13	17.3%
i	11	14.7%
t	3	4.0%
k	3	4.0%
c	2	2.7%
v	1	1.3%
w	1	1.3%
h	1	1.3%
Other values (4)	4	5.3%

Decimal Number

Value	Count	Frequency (%)
1	9511	26.0%
2	6239	17.1%
3	4025	11.0%
0	3548	9.7%
4	2962	8.1%
5	2520	6.9%
6	2184	6.0%
7	1995	5.5%
8	1898	5.2%
9	1685	4.6%

Other Punctuation

Value	Count	Frequency (%)
,	6067	99.3%
@	34	0.6%
/	3	< 0.1%
.	3	< 0.1%
·	3	< 0.1%
&	1	< 0.1%
:	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	29	96.7%
～	1	3.3%

Space Separator

Value	Count	Frequency (%)
	36611	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6986	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6986	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	130085	57.8%
Common	94426	42.0%
Latin	579	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9688	7.4%
부	8911	6.9%
산	8787	6.8%
광	7575	5.8%
시	7472	5.7%
구	7214	5.5%
역	7034	5.4%
로	6899	5.3%
층	3510	2.7%
길	3479	2.7%
Other values (469)	59516	45.8%

Latin

Value	Count	Frequency (%)
A	91	15.7%
B	84	14.5%
S	64	11.1%
K	49	8.5%
I	27	4.7%
E	25	4.3%
H	23	4.0%
C	22	3.8%
l	20	3.5%
V	18	3.1%
Other values (27)	156	26.9%

Common

Value	Count	Frequency (%)
	36611	38.8%
1	9511	10.1%
)	6986	7.4%
(	6986	7.4%
2	6239	6.6%
,	6067	6.4%
3	4025	4.3%
0	3548	3.8%
4	2962	3.1%
5	2520	2.7%
Other values (13)	8971	9.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	130085	57.8%
ASCII	95001	42.2%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36611	38.5%
1	9511	10.0%
)	6986	7.4%
(	6986	7.4%
2	6239	6.6%
,	6067	6.4%
3	4025	4.2%
0	3548	3.7%
4	2962	3.1%
5	2520	2.7%
Other values (48)	9546	10.0%

Hangul

Value	Count	Frequency (%)
동	9688	7.4%
부	8911	6.9%
산	8787	6.8%
광	7575	5.8%
시	7472	5.7%
구	7214	5.5%
역	7034	5.4%
로	6899	5.3%
층	3510	2.7%
길	3479	2.7%
Other values (469)	59516	45.8%

None

Value	Count	Frequency (%)
·	3	75.0%
～	1	25.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1594
Distinct (%)	22.9%
Missing	3045
Missing (%)	30.4%
Infinite	0
Infinite (%)	0.0%
Mean	47807.656

Minimum	28465
Maximum	49525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	28465
5-th percentile	46245
Q1	47147
median	47843
Q3	48485
95-th percentile	49387.3
Maximum	49525
Range	21060
Interquartile range (IQR)	1338

Descriptive statistics

Standard deviation	983.54655
Coefficient of variation (CV)	0.020572992
Kurtosis	20.414739
Mean	47807.656
Median Absolute Deviation (MAD)	660
Skewness	-1.1025764
Sum	3.3250225 × 10⁸
Variance	967363.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46726	50	0.5%
48059	43	0.4%
48111	41	0.4%
48498	33	0.3%
46291	33	0.3%
46526	31	0.3%
48060	31	0.3%
48119	30	0.3%
48947	30	0.3%
48110	29	0.3%
Other values (1584)	6604	66.0%
(Missing)	3045	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28465	1	< 0.1%
46007	8	0.1%
46008	11	0.1%
46009	1	< 0.1%
46010	2	< 0.1%
46012	4	< 0.1%
46013	7	0.1%
46014	2	< 0.1%
46015	9	0.1%
46016	3	< 0.1%

Value	Count	Frequency (%)
49525	1	< 0.1%
49524	4	< 0.1%
49523	2	< 0.1%
49522	3	< 0.1%
49521	2	< 0.1%
49520	14	0.1%
49519	6	0.1%
49518	15	0.1%
49516	1	< 0.1%
49515	6	0.1%

사업장명
Text

Distinct	8219
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	32
Mean length	5.595
Min length	1

Characters and Unicode

Total characters	55950
Distinct characters	890
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	7297 ?
Unique (%)	73.0%

Sample

1st row	숙미용실
2nd row	티아라
3rd row	브이엠(VM)헤어
4th row	황금손헤어
5th row	코이네일

Value	Count	Frequency (%)
미용실	286	2.3%
헤어	240	1.9%
에스테틱	110	0.9%
네일	104	0.8%
헤어샵	89	0.7%
hair	65	0.5%
nail	56	0.4%
뷰티	42	0.3%
더	40	0.3%
진	34	0.3%
Other values (8234)	11551	91.6%

Most occurring characters

Value	Count	Frequency (%)
어	3536	6.3%
헤	3434	6.1%
	2621	4.7%
미	1841	3.3%
스	1384	2.5%
리	1186	2.1%
용	1109	2.0%
실	1108	2.0%
이	1058	1.9%
일	862	1.5%
Other values (880)	37811	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	47111	84.2%
Space Separator	2621	4.7%
Lowercase Letter	2459	4.4%
Uppercase Letter	1958	3.5%
Close Punctuation	559	1.0%
Open Punctuation	559	1.0%
Other Punctuation	358	0.6%
Decimal Number	279	0.5%
Dash Punctuation	37	0.1%
Math Symbol	5	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	3536	7.5%
헤	3434	7.3%
미	1841	3.9%
스	1384	2.9%
리	1186	2.5%
용	1109	2.4%
실	1108	2.4%
이	1058	2.2%
일	862	1.8%
네	796	1.7%
Other values (794)	30797	65.4%

Lowercase Letter

Value	Count	Frequency (%)
a	328	13.3%
i	271	11.0%
e	267	10.9%
n	205	8.3%
o	197	8.0%
l	173	7.0%
r	159	6.5%
y	121	4.9%
h	120	4.9%
u	92	3.7%
Other values (16)	526	21.4%

Uppercase Letter

Value	Count	Frequency (%)
A	173	8.8%
N	171	8.7%
S	161	8.2%
H	139	7.1%
I	132	6.7%
B	109	5.6%
M	102	5.2%
J	102	5.2%
L	101	5.2%
E	96	4.9%
Other values (16)	672	34.3%

Other Punctuation

Value	Count	Frequency (%)
&	123	34.4%
.	87	24.3%
#	49	13.7%
,	41	11.5%
'	28	7.8%
·	8	2.2%
;	5	1.4%
＆	5	1.4%
"	4	1.1%
:	3	0.8%
Other values (4)	5	1.4%

Decimal Number

Value	Count	Frequency (%)
1	67	24.0%
2	58	20.8%
0	51	18.3%
3	31	11.1%
4	18	6.5%
7	13	4.7%
5	13	4.7%
9	11	3.9%
8	9	3.2%
6	8	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	557	99.6%
]	2	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	557	99.6%
[	2	0.4%

Math Symbol

Value	Count	Frequency (%)
+	4	80.0%
∥	1	20.0%

Space Separator

Value	Count	Frequency (%)
	2621	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	47078	84.1%
Common	4422	7.9%
Latin	4417	7.9%
Han	33	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	3536	7.5%
헤	3434	7.3%
미	1841	3.9%
스	1384	2.9%
리	1186	2.5%
용	1109	2.4%
실	1108	2.4%
이	1058	2.2%
일	862	1.8%
네	796	1.7%
Other values (776)	30764	65.3%

Latin

Value	Count	Frequency (%)
a	328	7.4%
i	271	6.1%
e	267	6.0%
n	205	4.6%
o	197	4.5%
A	173	3.9%
l	173	3.9%
N	171	3.9%
S	161	3.6%
r	159	3.6%
Other values (42)	2312	52.3%

Common

Value	Count	Frequency (%)
	2621	59.3%
)	557	12.6%
(	557	12.6%
&	123	2.8%
.	87	2.0%
1	67	1.5%
2	58	1.3%
0	51	1.2%
#	49	1.1%
,	41	0.9%
Other values (24)	211	4.8%

Han

Value	Count	Frequency (%)
美	13	39.4%
休	2	6.1%
安	2	6.1%
愛	2	6.1%
日	1	3.0%
月	1	3.0%
林	1	3.0%
毛	1	3.0%
尹	1	3.0%
智	1	3.0%
Other values (8)	8	24.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	47076	84.1%
ASCII	8823	15.8%
CJK	33	0.1%
None	15	< 0.1%
Compat Jamo	2	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	3536	7.5%
헤	3434	7.3%
미	1841	3.9%
스	1384	2.9%
리	1186	2.5%
용	1109	2.4%
실	1108	2.4%
이	1058	2.2%
일	862	1.8%
네	796	1.7%
Other values (774)	30762	65.3%

ASCII

Value	Count	Frequency (%)
	2621	29.7%
)	557	6.3%
(	557	6.3%
a	328	3.7%
i	271	3.1%
e	267	3.0%
n	205	2.3%
o	197	2.2%
A	173	2.0%
l	173	2.0%
Other values (72)	3474	39.4%

CJK

Value	Count	Frequency (%)
美	13	39.4%
休	2	6.1%
安	2	6.1%
愛	2	6.1%
日	1	3.0%
月	1	3.0%
林	1	3.0%
毛	1	3.0%
尹	1	3.0%
智	1	3.0%
Other values (8)	8	24.2%

None

Value	Count	Frequency (%)
·	8	53.3%
＆	5	33.3%
＃	2	13.3%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	50.0%
ㅣ	1	50.0%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	8143
Distinct (%)	81.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0131177 × 10¹³

Minimum	1.9990125 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990125 × 10¹³
5-th percentile	2.0010927 × 10¹³
Q1	2.006101 × 10¹³
median	2.0151006 × 10¹³
Q3	2.0191105 × 10¹³
95-th percentile	2.0201223 × 10¹³
Maximum	2.0210331 × 10¹³
Range	2.2020617 × 10¹¹
Interquartile range (IQR)	1.300951 × 10¹¹

Descriptive statistics

Standard deviation	6.9036064 × 10¹⁰
Coefficient of variation (CV)	0.0034293109
Kurtosis	-1.109499
Mean	2.0131177 × 10¹³
Median Absolute Deviation (MAD)	4.9421502 × 10¹⁰
Skewness	-0.58838665
Sum	2.0131177 × 10¹⁷
Variance	4.7659782 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030402000000	108	1.1%
20001209000000	38	0.4%
20040827000000	36	0.4%
20040719000000	34	0.3%
20020823000000	33	0.3%
20030627000000	31	0.3%
20061113000000	29	0.3%
20030403000000	29	0.3%
19990429000000	26	0.3%
20031023000000	25	0.2%
Other values (8133)	9611	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990125000000	4	< 0.1%
19990126000000	7	0.1%
19990222000000	1	< 0.1%
19990223000000	3	< 0.1%
19990224000000	3	< 0.1%
19990225000000	10	0.1%
19990226000000	1	< 0.1%
19990303000000	4	< 0.1%
19990304000000	10	0.1%
19990305000000	12	0.1%

Value	Count	Frequency (%)
20210331173419	1	< 0.1%
20210331163757	1	< 0.1%
20210331163604	1	< 0.1%
20210331162309	1	< 0.1%
20210331161928	1	< 0.1%
20210331155112	1	< 0.1%
20210331144147	1	< 0.1%
20210331144055	1	< 0.1%
20210331143319	1	< 0.1%
20210331133445	1	< 0.1%

데이터갱신구분
Categorical

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

I	7046
U	2954

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	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	7046	70.5%
U	2954	29.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7046	70.5%
u	2954	29.5%

데이터갱신일자
Date

Distinct	938
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-02 02:40:00

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	6961
피부미용업	1860
네일아트업	899
메이크업업	188
기타	90

Length

Max length	6
Median length	5
Mean length	4.9732
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	6961	69.6%
피부미용업	1860	18.6%
네일아트업	899	9.0%
메이크업업	188	1.9%
기타	90	0.9%
미용업 기타	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	6961	69.6%
피부미용업	1860	18.6%
네일아트업	899	9.0%
메이크업업	188	1.9%
기타	92	0.9%
미용업	2	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	7518
Distinct (%)	77.3%
Missing	273
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	388263.05

Minimum	241128.92
Maximum	407824.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	241128.92
5-th percentile	379710.92
Q1	384468.79
median	388693.59
Q3	391798.02
95-th percentile	397616.88
Maximum	407824.89
Range	166695.96
Interquartile range (IQR)	7329.2343

Descriptive statistics

Standard deviation	5506.1056
Coefficient of variation (CV)	0.014181379
Kurtosis	52.139419
Mean	388263.05
Median Absolute Deviation (MAD)	3564.2681
Skewness	-2.02823
Sum	3.7766347 × 10⁹
Variance	30317199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
392474.578116018	21	0.2%
395388.715069604	20	0.2%
393239.237933586	19	0.2%
395560.220499924	18	0.2%
380398.062015138	18	0.2%
398237.363461482	17	0.2%
398330.516530402	14	0.1%
398491.352089522	13	0.1%
394112.524871033	11	0.1%
383412.190468328	11	0.1%
Other values (7508)	9565	95.7%
(Missing)	273	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
241128.922467	1	< 0.1%
366931.435995074	1	< 0.1%
367047.233040251	1	< 0.1%
367051.926419356	2	< 0.1%
367108.112280274	1	< 0.1%
367145.447260979	1	< 0.1%
367179.004823381	1	< 0.1%
367193.583454597	1	< 0.1%
367195.063042763	2	< 0.1%
367226.95953767	1	< 0.1%

Value	Count	Frequency (%)
407824.887002439	1	< 0.1%
407739.046710947	1	< 0.1%
407663.462947301	1	< 0.1%
407652.048377874	1	< 0.1%
407556.4753504	1	< 0.1%
407037.787059465	1	< 0.1%
406982.053033795	1	< 0.1%
405370.623777615	1	< 0.1%
405351.525157834	1	< 0.1%
404952.299376958	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	7520
Distinct (%)	77.3%
Missing	273
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	186983.42

Minimum	173942.79
Maximum	349970.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	173942.79
5-th percentile	178307.62
Q1	183179.72
median	187277.73
Q3	190764.45
95-th percentile	195642.22
Maximum	349970.06
Range	176027.27
Interquartile range (IQR)	7584.7352

Descriptive statistics

Standard deviation	5758.5398
Coefficient of variation (CV)	0.030797061
Kurtosis	65.672895
Mean	186983.42
Median Absolute Deviation (MAD)	3643.7847
Skewness	2.488083
Sum	1.8187878 × 10⁹
Variance	33160781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183052.21115244	21	0.2%
186268.853282623	20	0.2%
188619.149645081	19	0.2%
175314.286676535	18	0.2%
186273.769084383	18	0.2%
187720.511056894	17	0.2%
187771.511373596	14	0.1%
187644.220019205	13	0.1%
191421.760662067	11	0.1%
187887.931705979	11	0.1%
Other values (7510)	9565	95.7%
(Missing)	273	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173942.787360397	1	< 0.1%
173961.914773076	2	< 0.1%
173969.719902491	1	< 0.1%
173994.386578688	1	< 0.1%
174016.551235181	2	< 0.1%
174031.935803657	2	< 0.1%
174035.700224564	1	< 0.1%
174101.406639044	3	< 0.1%
174106.09009853	2	< 0.1%
174156.617297535	1	< 0.1%

Value	Count	Frequency (%)
349970.057043	1	< 0.1%
210001.947526977	1	< 0.1%
206512.517255249	1	< 0.1%
206353.855586145	1	< 0.1%
206298.919203021	1	< 0.1%
206242.308287228	1	< 0.1%
206184.609573703	7	0.1%
206175.365141713	1	< 0.1%
206174.795860476	1	< 0.1%
206145.8644854	1	< 0.1%

위생업태명
Categorical

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

미용업	3888
미용업(일반)	2805
미용업(피부)	959
일반미용업	580
미용업(손톱ㆍ발톱)	364
Other values (26)	1404

Length

Max length	31
Median length	28
Mean length	6.1358
Min length	3

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	미용업
2nd row	미용업
3rd row	미용업(일반)
4th row	미용업(일반)
5th row	미용업

Common Values

Value	Count	Frequency (%)
미용업	3888	38.9%
미용업(일반)	2805	28.1%
미용업(피부)	959	9.6%
일반미용업	580	5.8%
미용업(손톱ㆍ발톱)	364	3.6%
미용업(종합)	306	3.1%
피부미용업	217	2.2%
네일미용업	137	1.4%
미용업(피부), 미용업(손톱ㆍ발톱)	78	0.8%
종합미용업	77	0.8%
Other values (21)	589	5.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	4050	37.3%
미용업(일반	2963	27.3%
미용업(피부	1164	10.7%
미용업(손톱ㆍ발톱	642	5.9%
일반미용업	636	5.9%
미용업(화장ㆍ분장	316	2.9%
미용업(종합	306	2.8%
피부미용업	292	2.7%
네일미용업	244	2.2%
화장ㆍ분장	162	1.5%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	39
Distinct (%)	0.5%
Missing	2104
Missing (%)	21.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5652229

Minimum	0
Maximum	63
Zeros	2967
Zeros (%)	29.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	7
Maximum	63
Range	63
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.8979771
Coefficient of variation (CV)	1.5195471
Kurtosis	41.3473
Mean	2.5652229
Median Absolute Deviation (MAD)	2
Skewness	5.0260504
Sum	20255
Variance	15.194225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	2967	29.7%
2	1273	12.7%
3	1076	10.8%
4	979	9.8%
5	509	5.1%
1	423	4.2%
6	203	2.0%
7	86	0.9%
8	67	0.7%
9	63	0.6%
Other values (29)	250	2.5%
(Missing)	2104	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2967	29.7%
1	423	4.2%
2	1273	12.7%
3	1076	10.8%
4	979	9.8%
5	509	5.1%
6	203	2.0%
7	86	0.9%
8	67	0.7%
9	63	0.6%

Value	Count	Frequency (%)
63	1	< 0.1%
51	1	< 0.1%
49	2	< 0.1%
47	1	< 0.1%
43	2	< 0.1%
42	4	< 0.1%
39	2	< 0.1%
38	4	< 0.1%
37	4	< 0.1%
30	8	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	2961
Missing (%)	29.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.39948856

Minimum	0
Maximum	18
Zeros	5132
Zeros (%)	51.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	18
Range	18
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.94391142
Coefficient of variation (CV)	2.3627996
Kurtosis	51.878861
Mean	0.39948856
Median Absolute Deviation (MAD)	0
Skewness	5.4160482
Sum	2812
Variance	0.89096876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	5132	51.3%
1	1532	15.3%
2	172	1.7%
3	72	0.7%
5	53	0.5%
4	37	0.4%
6	24	0.2%
7	6	0.1%
8	4	< 0.1%
10	2	< 0.1%
Other values (5)	5	0.1%
(Missing)	2961	29.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5132	51.3%
1	1532	15.3%
2	172	1.7%
3	72	0.7%
4	37	0.4%
5	53	0.5%
6	24	0.2%
7	6	0.1%
8	4	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	1	< 0.1%
10	2	< 0.1%
9	1	< 0.1%
8	4	< 0.1%
7	6	0.1%
6	24	0.2%
5	53	0.5%

사용시작지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	18
Distinct (%)	0.2%
Missing	2702
Missing (%)	27.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3773637

Minimum	0
Maximum	325
Zeros	1502
Zeros (%)	15.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	325
Range	325
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.026443
Coefficient of variation (CV)	2.923297
Kurtosis	5721.8341
Mean	1.3773637
Median Absolute Deviation (MAD)	1
Skewness	71.367526
Sum	10052
Variance	16.212243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	3555	35.5%
0	1502	15.0%
2	1412	14.1%
3	493	4.9%
4	147	1.5%
5	70	0.7%
6	49	0.5%
7	28	0.3%
8	10	0.1%
9	9	0.1%
Other values (8)	23	0.2%
(Missing)	2702	27.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1502	15.0%
1	3555	35.5%
2	1412	14.1%
3	493	4.9%
4	147	1.5%
5	70	0.7%
6	49	0.5%
7	28	0.3%
8	10	0.1%
9	9	0.1%

Value	Count	Frequency (%)
325	1	< 0.1%
37	1	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
13	2	< 0.1%
12	4	< 0.1%
11	5	0.1%
10	8	0.1%
9	9	0.1%
8	10	0.1%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	18
Distinct (%)	0.3%
Missing	4177
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.421604

Minimum	0
Maximum	326
Zeros	1050
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	326
Range	326
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.4577863
Coefficient of variation (CV)	3.1357441
Kurtosis	4829.8372
Mean	1.421604
Median Absolute Deviation (MAD)	0
Skewness	66.426
Sum	8278
Variance	19.871859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	2950	29.5%
2	1152	11.5%
0	1050	10.5%
3	405	4.0%
4	117	1.2%
5	56	0.6%
6	40	0.4%
7	19	0.2%
10	12	0.1%
9	6	0.1%
Other values (8)	16	0.2%
(Missing)	4177	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1050	10.5%
1	2950	29.5%
2	1152	11.5%
3	405	4.0%
4	117	1.2%
5	56	0.6%
6	40	0.4%
7	19	0.2%
8	5	0.1%
9	6	0.1%

Value	Count	Frequency (%)
326	1	< 0.1%
21	2	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
12	4	< 0.1%
11	1	< 0.1%
10	12	0.1%
9	6	0.1%
8	5	0.1%

사용시작지하층
Categorical

IMBALANCE

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

<NA>	5715
0	4109
1	154
2	20
3	2

Length

Max length	4
Median length	4
Mean length	2.7145
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5715	57.1%
0	4109	41.1%
1	154	1.5%
2	20	0.2%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5715	57.1%
0	4109	41.1%
1	154	1.5%
2	20	0.2%
3	2	< 0.1%

사용끝지하층
Categorical

IMBALANCE

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

<NA>	6801
0	3059
1	121
2	17
3	2

Length

Max length	4
Median length	4
Mean length	3.0403
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6801	68.0%
0	3059	30.6%
1	121	1.2%
2	17	0.2%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6801	68.0%
0	3059	30.6%
1	121	1.2%
2	17	0.2%
3	2	< 0.1%

한실수
Categorical

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

0	6689
<NA>	3311

Length

Max length	4
Median length	1
Mean length	1.9933
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6689	66.9%
<NA>	3311	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6689	66.9%
na	3311	33.1%

양실수
Categorical

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

0	6689
<NA>	3311

Length

Max length	4
Median length	1
Mean length	1.9933
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6689	66.9%
<NA>	3311	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6689	66.9%
na	3311	33.1%

욕실수
Categorical

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

0	6689
<NA>	3311

Length

Max length	4
Median length	1
Mean length	1.9933
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6689	66.9%
<NA>	3311	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6689	66.9%
na	3311	33.1%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	138
Missing (%)	1.4%
Memory size	97.7 KiB

False	9862
(Missing)	138

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9862	98.6%
(Missing)	138	1.4%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	0.3%
Missing	756
Missing (%)	7.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.3062527

Minimum	0
Maximum	31
Zeros	1402
Zeros (%)	14.0%
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	31
Range	31
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.8252505
Coefficient of variation (CV)	0.85451741
Kurtosis	14.44845
Mean	3.3062527
Median Absolute Deviation (MAD)	1
Skewness	2.8014295
Sum	30563
Variance	7.9820403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
3	3096	31.0%
2	1491	14.9%
4	1415	14.1%
0	1402	14.0%
5	530	5.3%
6	372	3.7%
1	225	2.2%
8	172	1.7%
7	132	1.3%
10	97	1.0%
Other values (21)	312	3.1%
(Missing)	756	7.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1402	14.0%
1	225	2.2%
2	1491	14.9%
3	3096	31.0%
4	1415	14.1%
5	530	5.3%
6	372	3.7%
7	132	1.3%
8	172	1.7%
9	72	0.7%

Value	Count	Frequency (%)
31	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	2	< 0.1%
27	3	< 0.1%
26	2	< 0.1%
24	3	< 0.1%
23	4	< 0.1%
22	4	< 0.1%
21	4	< 0.1%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

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

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

조건부허가종료일자
Categorical

IMBALANCE

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

<NA>	9997
2	3

Length

Max length	4
Median length	4
Mean length	3.9991
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>	9997	> 99.9%
2	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9997	> 99.9%
2	3	< 0.1%

건물소유구분명
Categorical

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

<NA>	7661
임대	2260
자가	79

Length

Max length	4
Median length	4
Mean length	3.5322
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>	7661	76.6%
임대	2260	22.6%
자가	79	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7661	76.6%
임대	2260	22.6%
자가	79	0.8%

세탁기수
Categorical

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

0	5615
<NA>	4385

Length

Max length	4
Median length	1
Mean length	2.3155
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5615	56.1%
<NA>	4385	43.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5615	56.1%
na	4385	43.9%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.3%
Missing	7537
Missing (%)	75.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.078359724

Minimum	0
Maximum	8
Zeros	2313
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.38444394
Coefficient of variation (CV)	4.9061421
Kurtosis	140.34328
Mean	0.078359724
Median Absolute Deviation (MAD)	0
Skewness	9.4742295
Sum	193
Variance	0.14779715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	2313	23.1%
1	128	1.3%
2	13	0.1%
3	5	0.1%
8	1	< 0.1%
7	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
(Missing)	7537	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2313	23.1%
1	128	1.3%
2	13	0.1%
3	5	0.1%
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	5	0.1%
2	13	0.1%
1	128	1.3%
0	2313	23.1%

남성종사자수
Categorical

IMBALANCE

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

<NA>	7548
0	2431
1	20
2	1

Length

Max length	4
Median length	4
Mean length	3.2644
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7548	75.5%
0	2431	24.3%
1	20	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7548	75.5%
0	2431	24.3%
1	20	0.2%
2	1	< 0.1%

회수건조수
Categorical

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

0	5375
<NA>	4625

Length

Max length	4
Median length	1
Mean length	2.3875
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5375	53.8%
<NA>	4625	46.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5375	53.8%
na	4625	46.2%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	0.3%
Missing	4650
Missing (%)	46.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.95140187

Minimum	0
Maximum	25
Zeros	3636
Zeros (%)	36.4%
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	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8535543
Coefficient of variation (CV)	1.9482349
Kurtosis	15.422867
Mean	0.95140187
Median Absolute Deviation (MAD)	0
Skewness	3.0329451
Sum	5090
Variance	3.4356636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	3636	36.4%
2	499	5.0%
1	426	4.3%
3	302	3.0%
4	175	1.8%
5	116	1.2%
6	81	0.8%
7	54	0.5%
8	22	0.2%
10	12	0.1%
Other values (8)	27	0.3%
(Missing)	4650	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3636	36.4%
1	426	4.3%
2	499	5.0%
3	302	3.0%
4	175	1.8%
5	116	1.2%
6	81	0.8%
7	54	0.5%
8	22	0.2%
9	12	0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
12	5	0.1%
11	4	< 0.1%
10	12	0.1%
9	12	0.1%
8	22	0.2%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9998
True	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9998	> 99.9%
True	2	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

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

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
20532	20533	미용업	05_18_01_P	3380000	3380000-204-1994-00016	19941129	<NA>	3	폐업	2	폐업	20100203	<NA>	<NA>	<NA>	051 7589294	16.48	613825	부산광역시 수영구 망미동 774-265번지 연수골목 10	<NA>	<NA>	숙미용실	20080701161310	I	2018-08-31 23:59:59.0	일반미용업	391017.944922	187992.203231	미용업	4	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
21895	21896	미용업	05_18_01_P	3290000	3290000-204-2001-01054	20011204	<NA>	3	폐업	2	폐업	20201028	<NA>	<NA>	<NA>	051 8977388	46.80	614817	부산광역시 부산진구 당감동 289-8	부산광역시 부산진구 동평로 93-1 (당감동)	47144	티아라	20201028143452	U	2020-10-30 02:40:00.0	일반미용업	385776.999406	187077.576769	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
10715	10716	미용업	05_18_01_P	3400000	3400000-211-2015-00009	20150507	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	57.31	<NA>	부산광역시 기장군 정관읍 모전리 730번지 이지더원3차 323동 118호	부산광역시 기장군 정관읍 정관로 350, 323동 118호 (이지더원3차)	46007	브이엠(VM)헤어	20191118143150	U	2019-11-20 02:40:00.0	일반미용업	396583.813926	206184.609574	미용업(일반)	0	0	1	1	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
5138	5139	미용업	05_18_01_P	3380000	3380000-211-2000-00022	20000926	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 918 8782	12.50	613800	부산광역시 수영구 광안동 76-19번지	부산광역시 수영구 무학로21번길 106, 1층 (광안동)	48266	황금손헤어	20160322153434	I	2018-08-31 23:59:59.0	일반미용업	392832.120053	187292.320095	미용업(일반)	1	0	1	1	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
3553	3554	미용업	05_18_01_P	3350000	3350000-204-2012-00001	20120109	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 583 2838	23.45	609847	부산광역시 금정구 구서동 252-32번지	부산광역시 금정구 중앙대로1841번길 65 (구서동)	46243	코이네일	20120110103400	I	2018-08-31 23:59:59.0	네일아트업	390022.176704	196436.295019	미용업	0	0	1	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
18784	18785	미용업	05_18_01_P	3380000	3380000-211-2014-00025	20140616	<NA>	3	폐업	2	폐업	20170206	<NA>	<NA>	<NA>	<NA>	64.20	613804	부산광역시 수영구 광안동 157-7번지	부산광역시 수영구 광남로 185-1, 2층 (광안동)	48296	엠지에프 두피샾	20170207173328	I	2018-08-31 23:59:59.0	일반미용업	393088.752704	186321.576378	미용업(일반)	0	0	0	0	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
18096	18097	미용업	05_18_01_P	3380000	3380000-204-2004-00053	20041213	<NA>	3	폐업	2	폐업	20050927	<NA>	<NA>	<NA>	<NA>	14.25	613832	부산광역시 수영구 수영동 488-1번지 화현드림101호 (좌수영2길 134)	<NA>	<NA>	강정아 헤어클럽	20041213000000	I	2018-08-31 23:59:59.0	일반미용업	392924.072774	188021.152029	미용업	5	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
17645	17646	미용업	05_18_01_P	3310000	3310000-204-1999-00709	19990317	<NA>	3	폐업	2	폐업	20041110	<NA>	<NA>	<NA>	051 6287969	25.26	608838	부산광역시 남구 용호동 538-40번지 T통B반	<NA>	<NA>	시티헤어 드레싱	20031128000000	I	2018-08-31 23:59:59.0	일반미용업	392177.05404	181177.438379	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4724	4725	미용업	05_18_01_P	3280000	3280000-211-1993-00002	19931123	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4040423	27.52	606080	부산광역시 영도구 동삼동 1123번지 동삼주공영구임대아파트 상가동 106호	부산광역시 영도구 상리로 1, 상가동 106호 (동삼동, 동삼주공영구임대아파트)	49089	동현	20200406183056	U	2020-04-08 02:40:00.0	일반미용업	388577.66451	178279.998453	미용업(일반)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
18201	18202	미용업	05_18_01_P	3340000	3340000-204-1988-01047	19881124	<NA>	3	폐업	2	폐업	20030227	<NA>	<NA>	<NA>	051 2616796	.00	604845	부산광역시 사하구 장림동 615-246번지	<NA>	<NA>	솔잎미용실	20040719000000	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
4504	4505	미용업	05_18_01_P	3320000	3320000-215-2017-00007	20170529	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	79.79	616852	부산광역시 북구 화명동 2272-5번지	부산광역시 북구 화명대로 31, 3층 306호 (화명동, 현호타워)	46525	렛미인	20170529171421	I	2018-08-31 23:59:59.0	네일아트업	383050.676657	194733.824694	미용업(손톱ㆍ발톱)	8	1	3	3	<NA>	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
3120	3121	미용업	05_18_01_P	3380000	3380000-222-2019-00001	20190401	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	49.72	613806	부산광역시 수영구 광안동 776-19번지	부산광역시 수영구 수영로 523, 3층 (광안동)	48262	리미샵	20190614131619	U	2019-06-16 02:40:00.0	네일아트업	392232.821816	187891.118233	미용업(손톱ㆍ발톱), 미용업(화장ㆍ분장)	3	0	3	3	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	N	<NA>
9721	9722	미용업	05_18_01_P	3350000	3350000-215-2020-00008	20200504	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	14.00	609822	부산광역시 금정구 부곡동 276-9번지	부산광역시 금정구 동부곡로15번길 83, 1층 (부곡동)	46271	네일빵	20200504112647	I	2020-05-06 00:23:19.0	네일아트업	390544.866844	194246.850312	미용업(손톱ㆍ발톱)	0	0	1	1	<NA>	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	1	0	0	0	N	<NA>
16245	16246	미용업	05_18_01_P	3350000	3350000-204-1989-00212	19890201	<NA>	3	폐업	2	폐업	20071122	<NA>	<NA>	<NA>	051 5149686	145.00	609839	부산광역시 금정구 장전동 417-34번지	<NA>	<NA>	대학로	20060221000000	I	2018-08-31 23:59:59.0	일반미용업	389842.46312	194480.027607	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	22	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
20924	20925	미용업	05_18_01_P	3320000	3320000-211-2001-00015	20010731	<NA>	3	폐업	2	폐업	20170828	<NA>	<NA>	<NA>	<NA>	26.40	616821	부산광역시 북구 덕천동 387-9번지	부산광역시 북구 의성로109번길 59 (덕천동)	46567	나드리헤어샵	20170828162349	I	2018-08-31 23:59:59.0	일반미용업	383318.229155	192140.817821	미용업(일반)	0	0	1	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
4948	4949	미용업	05_18_01_P	3280000	3280000-212-2011-00005	20111110	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	31.64	606041	부산광역시 영도구 영선동1가 21-1번지 영도오션트라움	부산광역시 영도구 태종로 107, 영도오션트라움 1동 4층 403호 (영선동1가)	49036	진에스테틱	20190725092248	U	2019-07-27 02:40:00.0	피부미용업	386293.328839	179065.007268	미용업(피부)	2	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	2	N	<NA>
5393	5394	미용업	05_18_01_P	3310000	3310000-211-2012-00006	20120726	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 909 8443	62.00	608020	부산광역시 남구 대연동 1536-27 ,31호	부산광역시 남구 못골로41번길 35-1 (대연동)	48452	정원헤어	20210317105943	U	2021-03-19 02:40:00.0	일반미용업	390116.804112	184013.556101	일반미용업	3	0	1	1	0	0	0	0	0	N	6	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
13782	13783	미용업	05_18_01_P	3330000	3330000-204-2003-00050	20030709	<NA>	3	폐업	2	폐업	20080917	<NA>	<NA>	<NA>	051 7032244	38.50	612843	부산광역시 해운대구 좌동 1438번지 대우2차상가107호 지상1층	<NA>	<NA>	이민탑헤어	20071102114831	I	2018-08-31 23:59:59.0	일반미용업	398866.445015	188038.176406	미용업	<NA>	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
13689	13690	미용업	05_18_01_P	3330000	3330000-212-2015-00006	20150306	<NA>	3	폐업	2	폐업	20170410	<NA>	<NA>	<NA>	<NA>	99.00	612824	부산광역시 해운대구 우동 1407번지 해운대 두산위브더제니스 530~531호 104동	부산광역시 해운대구 마린시티2로 33, 104동 530~531호 (우동, 해운대 두산위브더제니스)	48119	미다움에스테틱	20170410144502	I	2018-08-31 23:59:59.0	피부미용업	395388.71507	186268.853283	미용업(피부)	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	5	N	<NA>
4341	4342	미용업	05_18_01_P	3380000	3380000-211-1987-00007	19870818	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7526482	12.24	613809	부산광역시 수영구 광안동 559-9번지	부산광역시 수영구 수영로611번길 19-8, 1층 (광안동)	48254	준 미용원	20130225160523	I	2018-08-31 23:59:59.0	일반미용업	392398.302308	186616.724665	미용업(일반)	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>

Overview

Variables

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

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category