gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	10000
Missing cells	100120
Missing cells (%)	19.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.3 MiB
Average record size in memory	449.0 B

Variable types

Numeric	16
Categorical	20
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2021-04-01
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
`업태구분명` is highly imbalanced (50.9%)	Imbalance
`사용시작지하층` is highly imbalanced (52.5%)	Imbalance
`사용끝지하층` is highly imbalanced (57.1%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.8%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.7%)	Imbalance
`남성종사자수` is highly imbalanced (60.0%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 4918 (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 2963 (29.6%) missing values	Missing
`도로명전체주소` has 3047 (30.5%) missing values	Missing
`도로명우편번호` has 3123 (31.2%) missing values	Missing
`좌표정보(x)` has 278 (2.8%) missing values	Missing
`좌표정보(y)` has 278 (2.8%) missing values	Missing
`건물지상층수` has 2099 (21.0%) missing values	Missing
`건물지하층수` has 3024 (30.2%) missing values	Missing
`사용시작지상층` has 2753 (27.5%) missing values	Missing
`사용끝지상층` has 4153 (41.5%) missing values	Missing
`발한실여부` has 161 (1.6%) missing values	Missing
`의자수` has 730 (7.3%) missing values	Missing
`조건부허가신고사유` has 9998 (> 99.9%) missing values	Missing
`여성종사자수` has 7661 (76.6%) missing values	Missing
`침대수` has 4785 (47.9%) missing values	Missing
`Unnamed: 50` has 10000 (100.0%) missing values	Missing
`사용끝지상층` is highly skewed (γ1 = 55.61355833)	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
`Unnamed: 50` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 2924 (29.2%) zeros	Zeros
`건물지하층수` has 5095 (50.9%) zeros	Zeros
`사용시작지상층` has 1548 (15.5%) zeros	Zeros
`사용끝지상층` has 1050 (10.5%) zeros	Zeros
`의자수` has 1396 (14.0%) zeros	Zeros
`여성종사자수` has 2189 (21.9%) zeros	Zeros
`침대수` has 3547 (35.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 03:26:56.634271
Analysis finished	2024-04-17 03:26:58.851505
Duration	2.22 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	11595.722

Minimum	1
Maximum	23129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1155.95
Q1	5795.5
median	11631
Q3	17375.75
95-th percentile	22007.5
Maximum	23129
Range	23128
Interquartile range (IQR)	11580.25

Descriptive statistics

Standard deviation	6687.3853
Coefficient of variation (CV)	0.57671141
Kurtosis	-1.1984856
Mean	11595.722
Median Absolute Deviation (MAD)	5794.5
Skewness	-0.0073077183
Sum	1.1595722 × 10⁸
Variance	44721122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21355	1	< 0.1%
5636	1	< 0.1%
1280	1	< 0.1%
21235	1	< 0.1%
7743	1	< 0.1%
10484	1	< 0.1%
14472	1	< 0.1%
1900	1	< 0.1%
21656	1	< 0.1%
15718	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
23129	1	< 0.1%
23126	1	< 0.1%
23124	1	< 0.1%
23117	1	< 0.1%
23115	1	< 0.1%
23111	1	< 0.1%
23110	1	< 0.1%
23108	1	< 0.1%
23105	1	< 0.1%
23104	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	3325041

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	37624.724
Coefficient of variation (CV)	0.011315567
Kurtosis	-0.7487947
Mean	3325041
Median Absolute Deviation (MAD)	30000
Skewness	0.033822445
Sum	3.325041 × 10¹⁰
Variance	1.4156199 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1296	13.0%
3290000	1199	12.0%
3340000	939	9.4%
3300000	931	9.3%
3310000	774	7.7%
3350000	747	7.5%
3370000	736	7.4%
3380000	725	7.2%
3320000	707	7.1%
3390000	394	3.9%
Other values (6)	1552	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	340	3.4%
3260000	299	3.0%
3270000	299	3.0%
3280000	303	3.0%
3290000	1199	12.0%
3300000	931	9.3%
3310000	774	7.7%
3320000	707	7.1%
3330000	1296	13.0%
3340000	939	9.4%

Value	Count	Frequency (%)
3400000	177	1.8%
3390000	394	3.9%
3380000	725	7.2%
3370000	736	7.4%
3360000	134	1.3%
3350000	747	7.5%
3340000	939	9.4%
3330000	1296	13.0%
3320000	707	7.1%
3310000	774	7.7%

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	3290000-204-2006-00027
2nd row	3340000-204-1986-00713
3rd row	3320000-212-2011-00015
4th row	3340000-211-1986-00001
5th row	3300000-211-2014-00025

Value	Count	Frequency (%)
3290000-204-2006-00027	1	< 0.1%
3370000-204-2004-00046	1	< 0.1%
3350000-217-2016-00001	1	< 0.1%
3290000-204-1999-02447	1	< 0.1%
3290000-204-1997-02447	1	< 0.1%
3330000-211-2014-00007	1	< 0.1%
3350000-212-2009-00003	1	< 0.1%
3360000-211-2015-00018	1	< 0.1%
3330000-204-2004-00078	1	< 0.1%
3320000-211-2005-00023	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	87805	39.9%
-	30000	13.6%
2	26026	11.8%
3	22131	10.1%
1	22070	10.0%
9	8789	4.0%
4	7912	3.6%
8	4420	2.0%
5	4210	1.9%
7	3659	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	87805	46.2%
2	26026	13.7%
3	22131	11.6%
1	22070	11.6%
9	8789	4.6%
4	7912	4.2%
8	4420	2.3%
5	4210	2.2%
7	3659	1.9%
6	2978	1.6%

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	87805	39.9%
-	30000	13.6%
2	26026	11.8%
3	22131	10.1%
1	22070	10.0%
9	8789	4.0%
4	7912	3.6%
8	4420	2.0%
5	4210	1.9%
7	3659	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87805	39.9%
-	30000	13.6%
2	26026	11.8%
3	22131	10.1%
1	22070	10.0%
9	8789	4.0%
4	7912	3.6%
8	4420	2.0%
5	4210	1.9%
7	3659	1.7%

인허가일자
Real number (ℝ)

Distinct	5774
Distinct (%)	57.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20053129

Minimum	19630110
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19630110
5-th percentile	19840330
Q1	19980711
median	20071118
Q3	20150812
95-th percentile	20191204
Maximum	20210226
Range	580116
Interquartile range (IQR)	170101.25

Descriptive statistics

Standard deviation	115662.7
Coefficient of variation (CV)	0.005767813
Kurtosis	0.12914176
Mean	20053129
Median Absolute Deviation (MAD)	80997.5
Skewness	-0.79959653
Sum	2.0053129 × 10¹¹
Variance	1.3377859 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000712	26	0.3%
20000415	19	0.2%
20030224	15	0.1%
20030225	12	0.1%
20001114	12	0.1%
20020508	11	0.1%
20170403	10	0.1%
20020122	9	0.1%
19980930	9	0.1%
20180416	8	0.1%
Other values (5764)	9869	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19630110	4	< 0.1%
19630617	1	< 0.1%
19640630	1	< 0.1%
19660107	1	< 0.1%
19660301	2	< 0.1%
19660331	5	0.1%
19660516	1	< 0.1%
19660520	1	< 0.1%
19660604	1	< 0.1%
19660628	1	< 0.1%

Value	Count	Frequency (%)
20210226	2	< 0.1%
20210225	2	< 0.1%
20210224	1	< 0.1%
20210223	3	< 0.1%
20210222	3	< 0.1%
20210219	1	< 0.1%
20210218	5	0.1%
20210217	2	< 0.1%
20210216	1	< 0.1%
20210215	3	< 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	5082
1	4918

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	5082	50.8%
1	4918	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5082	50.8%
1	4918	49.2%

영업상태명
Categorical

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

폐업	5082
영업/정상	4918

Length

Max length	5
Median length	2
Mean length	3.4754
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5082	50.8%
영업/정상	4918	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5082	50.8%
영업/정상	4918	49.2%

상세영업상태코드
Categorical

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

2	5082
1	4918

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5082	50.8%
1	4918	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5082	50.8%
1	4918	49.2%

상세영업상태명
Categorical

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

폐업	5082
영업	4918

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5082	50.8%
영업	4918	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5082	50.8%
영업	4918	49.2%

폐업일자
Real number (ℝ)

MISSING

Distinct	2965
Distinct (%)	58.3%
Missing	4918
Missing (%)	49.2%
Infinite	0
Infinite (%)	0.0%
Mean	20095013

Minimum	19821109
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19821109
5-th percentile	19990733
Q1	20040311
median	20091102
Q3	20151185
95-th percentile	20200302
Maximum	20210226
Range	389117
Interquartile range (IQR)	110873.75

Descriptive statistics

Standard deviation	66751.333
Coefficient of variation (CV)	0.003321786
Kurtosis	-1.0887544
Mean	20095013
Median Absolute Deviation (MAD)	59818
Skewness	-0.031815173
Sum	1.0212285 × 10¹¹
Variance	4.4557404 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030227	150	1.5%
20050117	54	0.5%
20030226	38	0.4%
20050510	38	0.4%
20000712	33	0.3%
20010321	31	0.3%
20030101	23	0.2%
20030606	20	0.2%
20051222	19	0.2%
20000531	18	0.2%
Other values (2955)	4658	46.6%
(Missing)	4918	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19821109	1	< 0.1%
19851118	1	< 0.1%
19891116	1	< 0.1%
19900615	1	< 0.1%
19910205	1	< 0.1%
19921012	1	< 0.1%
19930308	1	< 0.1%
19931207	1	< 0.1%
19940125	1	< 0.1%
19950612	1	< 0.1%

Value	Count	Frequency (%)
20210226	2	< 0.1%
20210224	1	< 0.1%
20210223	1	< 0.1%
20210222	1	< 0.1%
20210218	2	< 0.1%
20210217	2	< 0.1%
20210216	1	< 0.1%
20210209	2	< 0.1%
20210208	1	< 0.1%
20210205	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	6275
Distinct (%)	89.2%
Missing	2963
Missing (%)	29.6%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.634219
Min length	3

Characters and Unicode

Total characters	74833
Distinct characters	13
Distinct categories	4 ?
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	6107 ?
Unique (%)	86.8%

Sample

1st row	051 8918824
2nd row	051
3rd row	051 333 5805
4th row	051 2012417
5th row	051 5187739

Value	Count	Frequency (%)
051	6580	41.9%
070	127	0.8%
747	30	0.2%
868	30	0.2%
746	27	0.2%
852	27	0.2%
516	25	0.2%
203	25	0.2%
611	24	0.2%
727	23	0.1%
Other values (6219)	8768	55.9%

Most occurring characters

Value	Count	Frequency (%)
5	12501	16.7%
0	11203	15.0%
1	11107	14.8%
	8698	11.6%
2	5714	7.6%
7	4850	6.5%
3	4647	6.2%
8	4428	5.9%
6	4405	5.9%
4	4328	5.8%
Other values (3)	2952	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	66131	88.4%
Space Separator	8698	11.6%
Dash Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12501	18.9%
0	11203	16.9%
1	11107	16.8%
2	5714	8.6%
7	4850	7.3%
3	4647	7.0%
8	4428	6.7%
6	4405	6.7%
4	4328	6.5%
9	2948	4.5%

Space Separator

Value	Count	Frequency (%)
	8698	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74833	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12501	16.7%
0	11203	15.0%
1	11107	14.8%
	8698	11.6%
2	5714	7.6%
7	4850	6.5%
3	4647	6.2%
8	4428	5.9%
6	4405	5.9%
4	4328	5.8%
Other values (3)	2952	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12501	16.7%
0	11203	15.0%
1	11107	14.8%
	8698	11.6%
2	5714	7.6%
7	4850	6.5%
3	4647	6.2%
8	4428	5.9%
6	4405	5.9%
4	4328	5.8%
Other values (3)	2952	3.9%

소재지면적
Text

Distinct	4110
Distinct (%)	41.3%
Missing	37
Missing (%)	0.4%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.9166918
Min length	3

Characters and Unicode

Total characters	48985
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	2551 ?
Unique (%)	25.6%

Sample

1st row	43.21
2nd row	.00
3rd row	64.58
4th row	26.98
5th row	28.53

Value	Count	Frequency (%)
00	751	7.5%
33.00	127	1.3%
30.00	63	0.6%
18.00	56	0.6%
24.00	52	0.5%
20.00	47	0.5%
15.00	43	0.4%
27.00	42	0.4%
16.50	42	0.4%
23.00	41	0.4%
Other values (4100)	8699	87.3%

Most occurring characters

Value	Count	Frequency (%)
.	9963	20.3%
0	8640	17.6%
2	4975	10.2%
1	4871	9.9%
3	3813	7.8%
4	3336	6.8%
5	3127	6.4%
6	3112	6.4%
8	2567	5.2%
7	2346	4.8%
Other values (2)	2235	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39019	79.7%
Other Punctuation	9966	20.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8640	22.1%
2	4975	12.8%
1	4871	12.5%
3	3813	9.8%
4	3336	8.5%
5	3127	8.0%
6	3112	8.0%
8	2567	6.6%
7	2346	6.0%
9	2232	5.7%

Other Punctuation

Value	Count	Frequency (%)
.	9963	> 99.9%
,	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	48985	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9963	20.3%
0	8640	17.6%
2	4975	10.2%
1	4871	9.9%
3	3813	7.8%
4	3336	6.8%
5	3127	6.4%
6	3112	6.4%
8	2567	5.2%
7	2346	4.8%
Other values (2)	2235	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48985	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9963	20.3%
0	8640	17.6%
2	4975	10.2%
1	4871	9.9%
3	3813	7.8%
4	3336	6.8%
5	3127	6.4%
6	3112	6.4%
8	2567	5.2%
7	2346	4.8%
Other values (2)	2235	4.6%

소재지우편번호
Real number (ℝ)

Distinct	866
Distinct (%)	8.7%
Missing	97
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	610637.96

Minimum	600012
Maximum	619952
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	600012
5-th percentile	601817
Q1	607814
median	611816
Q3	614800.5
95-th percentile	617813
Maximum	619952
Range	19940
Interquartile range (IQR)	6986.5

Descriptive statistics

Standard deviation	4769.7543
Coefficient of variation (CV)	0.0078111003
Kurtosis	-0.65783737
Mean	610637.96
Median Absolute Deviation (MAD)	3031
Skewness	-0.37193784
Sum	6.0471477 × 10⁹
Variance	22750556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
609839	104	1.0%
614847	86	0.9%
608805	81	0.8%
604851	80	0.8%
614845	75	0.8%
612842	72	0.7%
612824	69	0.7%
616852	65	0.7%
607826	56	0.6%
608832	55	0.5%
Other values (856)	9160	91.6%
(Missing)	97	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600012	2	< 0.1%
600013	4	< 0.1%
600015	2	< 0.1%
600016	6	0.1%
600017	4	< 0.1%
600021	2	< 0.1%
600022	2	< 0.1%
600023	1	< 0.1%
600024	3	< 0.1%
600025	7	0.1%

Value	Count	Frequency (%)
619952	2	< 0.1%
619951	1	< 0.1%
619913	3	< 0.1%
619912	6	0.1%
619911	1	< 0.1%
619906	4	< 0.1%
619905	26	0.3%
619904	1	< 0.1%
619903	30	0.3%
619901	19	0.2%

소재지전체주소
Text

Distinct	9330
Distinct (%)	93.4%
Missing	15
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	61
Median length	50
Mean length	24.95333
Min length	14

Characters and Unicode

Total characters	249159
Distinct characters	501
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	8774 ?
Unique (%)	87.9%

Sample

1st row	부산광역시 부산진구 개금동 197-5번지 외 5필지 성원상떼뷰 201호
2nd row	부산광역시 사하구 하단동 812-4번지
3rd row	부산광역시 북구 덕천동 388-1번지 대방상가 2동 307호
4th row	부산광역시 사하구 괴정동 1074-8 지하 1층 지하2호
5th row	부산광역시 동래구 수안동 4-8번지 1층

Value	Count	Frequency (%)
부산광역시	9985	21.2%
해운대구	1296	2.8%
부산진구	1191	2.5%
사하구	937	2.0%
동래구	931	2.0%
t통b반	905	1.9%
남구	774	1.6%
금정구	747	1.6%
연제구	731	1.6%
수영구	725	1.5%
Other values (10147)	28797	61.2%

Most occurring characters

Value	Count	Frequency (%)
	37048	14.9%
동	12172	4.9%
산	12066	4.8%
부	12047	4.8%
1	11940	4.8%
광	10386	4.2%
구	10199	4.1%
시	10137	4.1%
역	9998	4.0%
-	8988	3.6%
Other values (491)	114178	45.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	147127	59.0%
Decimal Number	52629	21.1%
Space Separator	37048	14.9%
Dash Punctuation	8988	3.6%
Uppercase Letter	2248	0.9%
Open Punctuation	394	0.2%
Close Punctuation	390	0.2%
Other Punctuation	277	0.1%
Lowercase Letter	46	< 0.1%
Math Symbol	10	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12172	8.3%
산	12066	8.2%
부	12047	8.2%
광	10386	7.1%
구	10199	6.9%
시	10137	6.9%
역	9998	6.8%
지	8983	6.1%
번	8564	5.8%
대	2388	1.6%
Other values (436)	50187	34.1%

Uppercase Letter

Value	Count	Frequency (%)
B	977	43.5%
T	915	40.7%
A	64	2.8%
S	64	2.8%
K	53	2.4%
H	22	1.0%
G	21	0.9%
I	20	0.9%
E	18	0.8%
L	14	0.6%
Other values (14)	80	3.6%

Decimal Number

Value	Count	Frequency (%)
1	11940	22.7%
2	7451	14.2%
3	5886	11.2%
4	4778	9.1%
0	4492	8.5%
5	4385	8.3%
6	3667	7.0%
7	3615	6.9%
8	3288	6.2%
9	3127	5.9%

Lowercase Letter

Value	Count	Frequency (%)
e	16	34.8%
l	10	21.7%
i	6	13.0%
s	5	10.9%
c	3	6.5%
o	2	4.3%
k	2	4.3%
n	1	2.2%
a	1	2.2%

Other Punctuation

Value	Count	Frequency (%)
,	216	78.0%
@	35	12.6%
.	12	4.3%
/	9	3.2%
·	4	1.4%
&	1	0.4%

Space Separator

Value	Count	Frequency (%)
	37048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8988	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	394	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	390	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	147127	59.0%
Common	99736	40.0%
Latin	2296	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12172	8.3%
산	12066	8.2%
부	12047	8.2%
광	10386	7.1%
구	10199	6.9%
시	10137	6.9%
역	9998	6.8%
지	8983	6.1%
번	8564	5.8%
대	2388	1.6%
Other values (436)	50187	34.1%

Latin

Value	Count	Frequency (%)
B	977	42.6%
T	915	39.9%
A	64	2.8%
S	64	2.8%
K	53	2.3%
H	22	1.0%
G	21	0.9%
I	20	0.9%
E	18	0.8%
e	16	0.7%
Other values (24)	126	5.5%

Common

Value	Count	Frequency (%)
	37048	37.1%
1	11940	12.0%
-	8988	9.0%
2	7451	7.5%
3	5886	5.9%
4	4778	4.8%
0	4492	4.5%
5	4385	4.4%
6	3667	3.7%
7	3615	3.6%
Other values (11)	7486	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	147126	59.0%
ASCII	102026	40.9%
None	4	< 0.1%
Number Forms	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37048	36.3%
1	11940	11.7%
-	8988	8.8%
2	7451	7.3%
3	5886	5.8%
4	4778	4.7%
0	4492	4.4%
5	4385	4.3%
6	3667	3.6%
7	3615	3.5%
Other values (43)	9776	9.6%

Hangul

Value	Count	Frequency (%)
동	12172	8.3%
산	12066	8.2%
부	12047	8.2%
광	10386	7.1%
구	10199	6.9%
시	10137	6.9%
역	9998	6.8%
지	8983	6.1%
번	8564	5.8%
대	2388	1.6%
Other values (435)	50186	34.1%

None

Value	Count	Frequency (%)
·	4	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅀ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	6754
Distinct (%)	97.1%
Missing	3047
Missing (%)	30.5%
Memory size	156.2 KiB

Length

Max length	70
Median length	55
Mean length	32.05005
Min length	18

Characters and Unicode

Total characters	222844
Distinct characters	530
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	6563 ?
Unique (%)	94.4%

Sample

1st row	부산광역시 북구 만덕대로90번길 13 (덕천동, 대방상가2동 307호)
2nd row	부산광역시 사하구 마하로 54, 지하1층 지하2호 (괴정동)
3rd row	부산광역시 동래구 충렬대로218번길 43, 1층 (수안동)
4th row	부산광역시 동래구 명장로57번길 3 (명장동)
5th row	부산광역시 기장군 기장읍 차성남로 54

Value	Count	Frequency (%)
부산광역시	6953	16.1%
1층	1681	3.9%
부산진구	965	2.2%
2층	886	2.1%
해운대구	848	2.0%
동래구	660	1.5%
사하구	585	1.4%
남구	531	1.2%
수영구	531	1.2%
금정구	515	1.2%
Other values (5706)	29003	67.2%

Most occurring characters

Value	Count	Frequency (%)
	36214	16.3%
동	9634	4.3%
1	9378	4.2%
부	8800	3.9%
산	8638	3.9%
광	7511	3.4%
시	7386	3.3%
구	7168	3.2%
역	6966	3.1%
(	6963	3.1%
Other values (520)	114186	51.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	128731	57.8%
Decimal Number	36279	16.3%
Space Separator	36214	16.3%
Open Punctuation	6963	3.1%
Close Punctuation	6961	3.1%
Other Punctuation	5981	2.7%
Dash Punctuation	1158	0.5%
Uppercase Letter	474	0.2%
Lowercase Letter	49	< 0.1%
Math Symbol	32	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9634	7.5%
부	8800	6.8%
산	8638	6.7%
광	7511	5.8%
시	7386	5.7%
구	7168	5.6%
역	6966	5.4%
로	6855	5.3%
대	3438	2.7%
길	3436	2.7%
Other values (464)	58899	45.8%

Uppercase Letter

Value	Count	Frequency (%)
B	101	21.3%
S	72	15.2%
A	72	15.2%
K	55	11.6%
H	25	5.3%
E	22	4.6%
I	16	3.4%
C	13	2.7%
W	12	2.5%
Y	11	2.3%
Other values (14)	75	15.8%

Decimal Number

Value	Count	Frequency (%)
1	9378	25.8%
2	6281	17.3%
3	3931	10.8%
0	3510	9.7%
4	2885	8.0%
5	2506	6.9%
6	2237	6.2%
8	1941	5.4%
7	1929	5.3%
9	1681	4.6%

Lowercase Letter

Value	Count	Frequency (%)
e	17	34.7%
l	10	20.4%
i	6	12.2%
s	6	12.2%
k	5	10.2%
o	2	4.1%
n	1	2.0%
a	1	2.0%
c	1	2.0%

Other Punctuation

Value	Count	Frequency (%)
,	5942	99.3%
@	25	0.4%
/	4	0.1%
·	4	0.1%
.	3	0.1%
&	2	< 0.1%
#	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	36214	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6963	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6961	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1158	100.0%

Math Symbol

Value	Count	Frequency (%)
~	32	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	128731	57.8%
Common	93588	42.0%
Latin	525	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9634	7.5%
부	8800	6.8%
산	8638	6.7%
광	7511	5.8%
시	7386	5.7%
구	7168	5.6%
역	6966	5.4%
로	6855	5.3%
대	3438	2.7%
길	3436	2.7%
Other values (464)	58899	45.8%

Latin

Value	Count	Frequency (%)
B	101	19.2%
S	72	13.7%
A	72	13.7%
K	55	10.5%
H	25	4.8%
E	22	4.2%
e	17	3.2%
I	16	3.0%
C	13	2.5%
W	12	2.3%
Other values (24)	120	22.9%

Common

Value	Count	Frequency (%)
	36214	38.7%
1	9378	10.0%
(	6963	7.4%
)	6961	7.4%
2	6281	6.7%
,	5942	6.3%
3	3931	4.2%
0	3510	3.8%
4	2885	3.1%
5	2506	2.7%
Other values (12)	9017	9.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	128731	57.8%
ASCII	94107	42.2%
None	4	< 0.1%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36214	38.5%
1	9378	10.0%
(	6963	7.4%
)	6961	7.4%
2	6281	6.7%
,	5942	6.3%
3	3931	4.2%
0	3510	3.7%
4	2885	3.1%
5	2506	2.7%
Other values (44)	9536	10.1%

Hangul

Value	Count	Frequency (%)
동	9634	7.5%
부	8800	6.8%
산	8638	6.7%
광	7511	5.8%
시	7386	5.7%
구	7168	5.6%
역	6966	5.4%
로	6855	5.3%
대	3438	2.7%
길	3436	2.7%
Other values (464)	58899	45.8%

None

Value	Count	Frequency (%)
·	4	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1568
Distinct (%)	22.8%
Missing	3123
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	47811.483

Minimum	46007
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	46007
5-th percentile	46246
Q1	47152
median	47851
Q3	48484
95-th percentile	49374.2
Maximum	49524
Range	3517
Interquartile range (IQR)	1332

Descriptive statistics

Standard deviation	948.76735
Coefficient of variation (CV)	0.019843922
Kurtosis	-0.87081856
Mean	47811.483
Median Absolute Deviation (MAD)	652
Skewness	-0.03069952
Sum	3.2879957 × 10⁸
Variance	900159.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46726	49	0.5%
48059	46	0.5%
48111	46	0.5%
48060	31	0.3%
47292	31	0.3%
48498	30	0.3%
46291	30	0.3%
47286	28	0.3%
48947	27	0.3%
48110	26	0.3%
Other values (1558)	6533	65.3%
(Missing)	3123	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46007	7	0.1%
46008	11	0.1%
46009	1	< 0.1%
46010	3	< 0.1%
46011	1	< 0.1%
46012	5	0.1%
46013	2	< 0.1%
46014	1	< 0.1%
46015	14	0.1%
46016	2	< 0.1%

Value	Count	Frequency (%)
49524	2	< 0.1%
49523	1	< 0.1%
49522	1	< 0.1%
49521	3	< 0.1%
49520	12	0.1%
49519	9	0.1%
49518	12	0.1%
49516	2	< 0.1%
49515	6	0.1%
49514	1	< 0.1%

사업장명
Text

Distinct	8198
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	39
Median length	34
Mean length	5.5819
Min length	1

Characters and Unicode

Total characters	55819
Distinct characters	896
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	7299 ?
Unique (%)	73.0%

Sample

1st row	김현정헤어샵
2nd row	미당
3rd row	힐에스테틱
4th row	핑크헤어타운
5th row	엘샤론염색방

Value	Count	Frequency (%)
미용실	297	2.4%
헤어	276	2.2%
에스테틱	101	0.8%
네일	95	0.8%
헤어샵	92	0.7%
hair	64	0.5%
nail	53	0.4%
뷰티	52	0.4%
더	36	0.3%
by	30	0.2%
Other values (8193)	11528	91.3%

Most occurring characters

Value	Count	Frequency (%)
어	3573	6.4%
헤	3480	6.2%
	2629	4.7%
미	1883	3.4%
스	1353	2.4%
실	1154	2.1%
용	1146	2.1%
리	1145	2.1%
이	1032	1.8%
일	813	1.5%
Other values (886)	37611	67.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	46941	84.1%
Space Separator	2629	4.7%
Lowercase Letter	2361	4.2%
Uppercase Letter	2048	3.7%
Close Punctuation	557	1.0%
Open Punctuation	556	1.0%
Other Punctuation	361	0.6%
Decimal Number	327	0.6%
Dash Punctuation	29	0.1%
Connector Punctuation	4	< 0.1%
Other values (4)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	3573	7.6%
헤	3480	7.4%
미	1883	4.0%
스	1353	2.9%
실	1154	2.5%
용	1146	2.4%
리	1145	2.4%
이	1032	2.2%
일	813	1.7%
네	753	1.6%
Other values (800)	30609	65.2%

Lowercase Letter

Value	Count	Frequency (%)
a	326	13.8%
i	253	10.7%
e	236	10.0%
o	202	8.6%
n	192	8.1%
l	167	7.1%
r	154	6.5%
y	128	5.4%
h	117	5.0%
s	100	4.2%
Other values (16)	486	20.6%

Uppercase Letter

Value	Count	Frequency (%)
A	191	9.3%
N	161	7.9%
S	158	7.7%
I	141	6.9%
H	131	6.4%
J	130	6.3%
B	123	6.0%
M	115	5.6%
E	105	5.1%
L	102	5.0%
Other values (16)	691	33.7%

Other Punctuation

Value	Count	Frequency (%)
&	121	33.5%
.	92	25.5%
#	47	13.0%
,	40	11.1%
'	32	8.9%
:	7	1.9%
·	7	1.9%
;	6	1.7%
＆	3	0.8%
"	2	0.6%
Other values (3)	4	1.1%

Decimal Number

Value	Count	Frequency (%)
1	89	27.2%
2	67	20.5%
0	49	15.0%
3	31	9.5%
9	28	8.6%
5	18	5.5%
4	15	4.6%
7	15	4.6%
8	8	2.4%
6	7	2.1%

Close Punctuation

Value	Count	Frequency (%)
)	556	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	555	99.8%
[	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2629	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	29	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Math Symbol

Value	Count	Frequency (%)
+	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	46892	84.0%
Common	4468	8.0%
Latin	4410	7.9%
Han	49	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	3573	7.6%
헤	3480	7.4%
미	1883	4.0%
스	1353	2.9%
실	1154	2.5%
용	1146	2.4%
리	1145	2.4%
이	1032	2.2%
일	813	1.7%
네	753	1.6%
Other values (775)	30560	65.2%

Latin

Value	Count	Frequency (%)
a	326	7.4%
i	253	5.7%
e	236	5.4%
o	202	4.6%
n	192	4.4%
A	191	4.3%
l	167	3.8%
N	161	3.7%
S	158	3.6%
r	154	3.5%
Other values (43)	2370	53.7%

Common

Value	Count	Frequency (%)
	2629	58.8%
)	556	12.4%
(	555	12.4%
&	121	2.7%
.	92	2.1%
1	89	2.0%
2	67	1.5%
0	49	1.1%
#	47	1.1%
,	40	0.9%
Other values (23)	223	5.0%

Han

Value	Count	Frequency (%)
美	22	44.9%
人	2	4.1%
安	2	4.1%
毛	2	4.1%
白	1	2.0%
紅	1	2.0%
秀	1	2.0%
室	1	2.0%
娜	1	2.0%
手	1	2.0%
Other values (15)	15	30.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	46891	84.0%
ASCII	8867	15.9%
CJK	48	0.1%
None	10	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	3573	7.6%
헤	3480	7.4%
미	1883	4.0%
스	1353	2.9%
실	1154	2.5%
용	1146	2.4%
리	1145	2.4%
이	1032	2.2%
일	813	1.7%
네	753	1.6%
Other values (774)	30559	65.2%

ASCII

Value	Count	Frequency (%)
	2629	29.6%
)	556	6.3%
(	555	6.3%
a	326	3.7%
i	253	2.9%
e	236	2.7%
o	202	2.3%
n	192	2.2%
A	191	2.2%
l	167	1.9%
Other values (73)	3560	40.1%

CJK

Value	Count	Frequency (%)
美	22	45.8%
人	2	4.2%
安	2	4.2%
毛	2	4.2%
白	1	2.1%
紅	1	2.1%
秀	1	2.1%
室	1	2.1%
娜	1	2.1%
手	1	2.1%
Other values (14)	14	29.2%

None

Value	Count	Frequency (%)
·	7	70.0%
＆	3	30.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
李	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	8131
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0129567 × 10¹³

Minimum	1.9990125 × 10¹³
Maximum	2.0210226 × 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	2.0010807 × 10¹³
Q1	2.0060816 × 10¹³
median	2.015052 × 10¹³
Q3	2.0190922 × 10¹³
95-th percentile	2.0201208 × 10¹³
Maximum	2.0210226 × 10¹³
Range	2.2010118 × 10¹¹
Interquartile range (IQR)	1.3010563 × 10¹¹

Descriptive statistics

Standard deviation	6.8575438 × 10¹⁰
Coefficient of variation (CV)	0.0034067021
Kurtosis	-1.1272402
Mean	2.0129567 × 10¹³
Median Absolute Deviation (MAD)	4.9887534 × 10¹⁰
Skewness	-0.56452112
Sum	2.0129567 × 10¹⁷
Variance	4.7025907 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030402000000	98	1.0%
19990429000000	35	0.4%
20020823000000	33	0.3%
20030627000000	32	0.3%
20001209000000	31	0.3%
20030503000000	30	0.3%
20061113000000	29	0.3%
20040827000000	29	0.3%
20040719000000	27	0.3%
20040102000000	24	0.2%
Other values (8121)	9632	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990125000000	2	< 0.1%
19990126000000	8	0.1%
19990222000000	2	< 0.1%
19990223000000	3	< 0.1%
19990224000000	5	0.1%
19990225000000	7	0.1%
19990303000000	1	< 0.1%
19990304000000	10	0.1%
19990305000000	11	0.1%
19990308000000	12	0.1%

Value	Count	Frequency (%)
20210226175314	1	< 0.1%
20210226174411	1	< 0.1%
20210226142033	1	< 0.1%
20210226141033	1	< 0.1%
20210226115540	1	< 0.1%
20210226105502	1	< 0.1%
20210226091336	1	< 0.1%
20210225162306	1	< 0.1%
20210225162108	1	< 0.1%
20210225142225	1	< 0.1%

데이터갱신구분
Categorical

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

I	7163
U	2837

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	7163	71.6%
U	2837	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7163	71.6%
u	2837	28.4%

데이터갱신일자
Date

Distinct	892
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-02-28 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

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

일반미용업	7060
피부미용업	1822
네일아트업	859
메이크업업	162
기타	94

Length

Max length	6
Median length	5
Mean length	4.9721
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	7060	70.6%
피부미용업	1822	18.2%
네일아트업	859	8.6%
메이크업업	162	1.6%
기타	94	0.9%
미용업 기타	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	7060	70.6%
피부미용업	1822	18.2%
네일아트업	859	8.6%
메이크업업	162	1.6%
기타	97	1.0%
미용업	3	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	7500
Distinct (%)	77.1%
Missing	278
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	388304.49

Minimum	366931.44
Maximum	407824.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	366931.44
5-th percentile	379723.3
Q1	384502.37
median	388736.69
Q3	391815.75
95-th percentile	397650.02
Maximum	407824.89
Range	40893.451
Interquartile range (IQR)	7313.3841

Descriptive statistics

Standard deviation	5305.76
Coefficient of variation (CV)	0.013663916
Kurtosis	0.15508786
Mean	388304.49
Median Absolute Deviation (MAD)	3536.358
Skewness	-0.14063193
Sum	3.7750962 × 10⁹
Variance	28151090
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
398237.363461482	19	0.2%
393239.237933586	17	0.2%
392474.578116018	16	0.2%
394112.524871033	16	0.2%
395388.715069604	16	0.2%
380398.062015138	15	0.1%
398330.516530402	15	0.1%
398491.352089522	14	0.1%
389816.233000769	14	0.1%
392235.198208233	14	0.1%
Other values (7490)	9566	95.7%
(Missing)	278	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366931.435995074	1	< 0.1%
367051.926419356	1	< 0.1%
367058.667450096	1	< 0.1%
367062.132343737	1	< 0.1%
367108.112280274	1	< 0.1%
367145.447260979	1	< 0.1%
367177.362435871	1	< 0.1%
367193.583454597	1	< 0.1%
367205.763155348	1	< 0.1%
367226.95953767	1	< 0.1%

Value	Count	Frequency (%)
407824.887002439	1	< 0.1%
407739.046710947	1	< 0.1%
405172.859381319	1	< 0.1%
404952.299376958	1	< 0.1%
404194.966298269	1	< 0.1%
403422.902434994	1	< 0.1%
403420.122313532	1	< 0.1%
403382.323810557	1	< 0.1%
403220.11445311	1	< 0.1%
403117.408357422	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	7501
Distinct (%)	77.2%
Missing	278
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	187006.57

Minimum	173895.66
Maximum	210001.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	173895.66
5-th percentile	178256.59
Q1	183253.49
median	187294.63
Q3	190879.96
95-th percentile	195540.75
Maximum	210001.95
Range	36106.292
Interquartile range (IQR)	7626.4746

Descriptive statistics

Standard deviation	5487.8725
Coefficient of variation (CV)	0.029345881
Kurtosis	0.034574181
Mean	187006.57
Median Absolute Deviation (MAD)	3688.1257
Skewness	0.13057231
Sum	1.8180779 × 10⁹
Variance	30116745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187720.511056894	19	0.2%
188619.149645081	17	0.2%
183052.21115244	16	0.2%
187887.931705979	16	0.2%
186268.853282623	16	0.2%
175314.286676535	15	0.1%
187771.511373596	15	0.1%
187644.220019205	14	0.1%
193329.605871168	14	0.1%
190531.622508818	14	0.1%
Other values (7491)	9566	95.7%
(Missing)	278	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173895.655729558	1	< 0.1%
173942.787360397	1	< 0.1%
173961.914773076	2	< 0.1%
173969.719902491	2	< 0.1%
173994.386578688	1	< 0.1%
174016.551235181	1	< 0.1%
174031.935803657	3	< 0.1%
174035.700224564	1	< 0.1%
174092.497564851	1	< 0.1%
174096.498143437	1	< 0.1%

Value	Count	Frequency (%)
210001.947526977	1	< 0.1%
206512.517255249	1	< 0.1%
206353.855586145	2	< 0.1%
206248.235800687	1	< 0.1%
206184.609573703	6	0.1%
206174.795860476	1	< 0.1%
206145.8644854	1	< 0.1%
206120.302153948	1	< 0.1%
206102.964822493	1	< 0.1%
206089.035101112	1	< 0.1%

위생업태명
Categorical

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

미용업	3960
미용업(일반)	2887
미용업(피부)	933
일반미용업	526
미용업(손톱ㆍ발톱)	364
Other values (26)	1330

Length

Max length	31
Median length	28
Mean length	6.0522
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	3960	39.6%
미용업(일반)	2887	28.9%
미용업(피부)	933	9.3%
일반미용업	526	5.3%
미용업(손톱ㆍ발톱)	364	3.6%
미용업(종합)	310	3.1%
피부미용업	199	2.0%
네일미용업	128	1.3%
종합미용업	74	0.7%
미용업(피부), 미용업(손톱ㆍ발톱)	73	0.7%
Other values (21)	546	5.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	4092	38.0%
미용업(일반	3048	28.3%
미용업(피부	1122	10.4%
미용업(손톱ㆍ발톱	620	5.8%
일반미용업	575	5.3%
미용업(종합	310	2.9%
미용업(화장ㆍ분장	293	2.7%
피부미용업	276	2.6%
네일미용업	217	2.0%
화장ㆍ분장	132	1.2%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	41
Distinct (%)	0.5%
Missing	2099
Missing (%)	21.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6039742

Minimum	0
Maximum	51
Zeros	2924
Zeros (%)	29.2%
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	51
Range	51
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.024794
Coefficient of variation (CV)	1.5456351
Kurtosis	37.980778
Mean	2.6039742
Median Absolute Deviation (MAD)	2
Skewness	4.9758816
Sum	20574
Variance	16.198966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	2924	29.2%
2	1309	13.1%
3	1094	10.9%
4	986	9.9%
5	500	5.0%
1	428	4.3%
6	194	1.9%
7	82	0.8%
8	60	0.6%
9	59	0.6%
Other values (31)	265	2.6%
(Missing)	2099	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2924	29.2%
1	428	4.3%
2	1309	13.1%
3	1094	10.9%
4	986	9.9%
5	500	5.0%
6	194	1.9%
7	82	0.8%
8	60	0.6%
9	59	0.6%

Value	Count	Frequency (%)
51	2	< 0.1%
49	2	< 0.1%
47	3	< 0.1%
43	2	< 0.1%
42	5	0.1%
41	1	< 0.1%
39	1	< 0.1%
38	4	< 0.1%
37	2	< 0.1%
36	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	3024
Missing (%)	30.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.39506881

Minimum	0
Maximum	24
Zeros	5095
Zeros (%)	50.9%
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	24
Range	24
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.95016998
Coefficient of variation (CV)	2.4050747
Kurtosis	97.507785
Mean	0.39506881
Median Absolute Deviation (MAD)	0
Skewness	6.7924622
Sum	2756
Variance	0.90282299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	5095	50.9%
1	1506	15.1%
2	173	1.7%
3	84	0.8%
5	52	0.5%
4	36	0.4%
6	15	0.1%
7	5	0.1%
8	4	< 0.1%
24	1	< 0.1%
Other values (5)	5	0.1%
(Missing)	3024	30.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5095	50.9%
1	1506	15.1%
2	173	1.7%
3	84	0.8%
4	36	0.4%
5	52	0.5%
6	15	0.1%
7	5	0.1%
8	4	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
24	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
8	4	< 0.1%
7	5	0.1%
6	15	0.1%
5	52	0.5%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	0.2%
Missing	2753
Missing (%)	27.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3084035

Minimum	0
Maximum	37
Zeros	1548
Zeros (%)	15.5%
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	37
Range	37
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3513223
Coefficient of variation (CV)	1.0328025
Kurtosis	82.699724
Mean	1.3084035
Median Absolute Deviation (MAD)	1
Skewness	5.1837941
Sum	9482
Variance	1.8260721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	3537	35.4%
0	1548	15.5%
2	1373	13.7%
3	458	4.6%
4	150	1.5%
5	73	0.7%
6	40	0.4%
7	29	0.3%
8	13	0.1%
9	9	0.1%
Other values (8)	17	0.2%
(Missing)	2753	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1548	15.5%
1	3537	35.4%
2	1373	13.7%
3	458	4.6%
4	150	1.5%
5	73	0.7%
6	40	0.4%
7	29	0.3%
8	13	0.1%
9	9	0.1%

Value	Count	Frequency (%)
37	1	< 0.1%
19	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
12	4	< 0.1%
11	4	< 0.1%
10	4	< 0.1%
9	9	0.1%
8	13	0.1%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	19
Distinct (%)	0.3%
Missing	4153
Missing (%)	41.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3827604

Minimum	0
Maximum	206
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	206
Range	206
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.9820819
Coefficient of variation (CV)	2.1566151
Kurtosis	3793.9289
Mean	1.3827604
Median Absolute Deviation (MAD)	0
Skewness	55.613558
Sum	8085
Variance	8.8928126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	3011	30.1%
2	1153	11.5%
0	1050	10.5%
3	380	3.8%
4	109	1.1%
5	58	0.6%
6	31	0.3%
7	19	0.2%
8	10	0.1%
10	8	0.1%
Other values (9)	18	0.2%
(Missing)	4153	41.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1050	10.5%
1	3011	30.1%
2	1153	11.5%
3	380	3.8%
4	109	1.1%
5	58	0.6%
6	31	0.3%
7	19	0.2%
8	10	0.1%
9	6	0.1%

Value	Count	Frequency (%)
206	1	< 0.1%
21	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
13	2	< 0.1%
12	4	< 0.1%
10	8	0.1%
9	6	0.1%

사용시작지하층
Categorical

IMBALANCE

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

<NA>	5740
0	4081
1	154
2	21
3	4

Length

Max length	4
Median length	4
Mean length	2.722
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5740	57.4%
0	4081	40.8%
1	154	1.5%
2	21	0.2%
3	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5740	57.4%
0	4081	40.8%
1	154	1.5%
2	21	0.2%
3	4	< 0.1%

사용끝지하층
Categorical

IMBALANCE

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

<NA>	6840
0	3011
1	128
2	19
3	2

Length

Max length	4
Median length	4
Mean length	3.052
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6840	68.4%
0	3011	30.1%
1	128	1.3%
2	19	0.2%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6840	68.4%
0	3011	30.1%
1	128	1.3%
2	19	0.2%
3	2	< 0.1%

한실수
Categorical

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

0	6598
<NA>	3402

Length

Max length	4
Median length	1
Mean length	2.0206
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6598	66.0%
<NA>	3402	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6598	66.0%
na	3402	34.0%

양실수
Categorical

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

0	6598
<NA>	3402

Length

Max length	4
Median length	1
Mean length	2.0206
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6598	66.0%
<NA>	3402	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6598	66.0%
na	3402	34.0%

욕실수
Categorical

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

0	6598
<NA>	3402

Length

Max length	4
Median length	1
Mean length	2.0206
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6598	66.0%
<NA>	3402	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6598	66.0%
na	3402	34.0%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	161
Missing (%)	1.6%
Memory size	97.7 KiB

False	9839
(Missing)	161

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9839	98.4%
(Missing)	161	1.6%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	0.3%
Missing	730
Missing (%)	7.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.3266451

Minimum	0
Maximum	37
Zeros	1396
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	37
Range	37
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.8377364
Coefficient of variation (CV)	0.8530325
Kurtosis	16.292893
Mean	3.3266451
Median Absolute Deviation (MAD)	1
Skewness	2.8964846
Sum	30838
Variance	8.0527477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
3	3145	31.4%
2	1436	14.4%
4	1417	14.2%
0	1396	14.0%
5	575	5.8%
6	365	3.6%
1	221	2.2%
8	161	1.6%
7	139	1.4%
10	102	1.0%
Other values (21)	313	3.1%
(Missing)	730	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1396	14.0%
1	221	2.2%
2	1436	14.4%
3	3145	31.4%
4	1417	14.2%
5	575	5.8%
6	365	3.6%
7	139	1.4%
8	161	1.6%
9	62	0.6%

Value	Count	Frequency (%)
37	1	< 0.1%
36	1	< 0.1%
31	1	< 0.1%
29	1	< 0.1%
28	2	< 0.1%
27	2	< 0.1%
24	8	0.1%
23	2	< 0.1%
22	3	< 0.1%
21	3	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9998
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	83
Median length	46.5
Mean length	46.5
Min length	10

Characters and Unicode

Total characters	93
Distinct characters	48
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	2 ?
Unique (%)	100.0%

Sample

1st row	가설건축물 존치기간
2nd row	기한부영업신고기간:2006.10.19~2008.10.18 3. 이후 영업신고기간이 만료되어 연장신청을 하지않을경우 영업신고가 자동으로 말소됨

Value	Count	Frequency (%)
가설건축물	1	8.3%
존치기간	1	8.3%
기한부영업신고기간:2006.10.19~2008.10.18	1	8.3%
3	1	8.3%
이후	1	8.3%
영업신고기간이	1	8.3%
만료되어	1	8.3%
연장신청을	1	8.3%
하지않을경우	1	8.3%
영업신고가	1	8.3%
Other values (2)	2	16.7%

Most occurring characters

Value	Count	Frequency (%)
	15	16.1%
0	6	6.5%
.	5	5.4%
신	4	4.3%
1	4	4.3%
기	4	4.3%
간	3	3.2%
고	3	3.2%
영	3	3.2%
업	3	3.2%
Other values (38)	43	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	54	58.1%
Decimal Number	17	18.3%
Space Separator	15	16.1%
Other Punctuation	6	6.5%
Math Symbol	1	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
신	4	7.4%
기	4	7.4%
간	3	5.6%
고	3	5.6%
영	3	5.6%
업	3	5.6%
가	2	3.7%
을	2	3.7%
이	2	3.7%
부	1	1.9%
Other values (27)	27	50.0%

Decimal Number

Value	Count	Frequency (%)
0	6	35.3%
1	4	23.5%
2	2	11.8%
8	2	11.8%
3	1	5.9%
9	1	5.9%
6	1	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	5	83.3%
:	1	16.7%

Space Separator

Value	Count	Frequency (%)
	15	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	54	58.1%
Common	39	41.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
신	4	7.4%
기	4	7.4%
간	3	5.6%
고	3	5.6%
영	3	5.6%
업	3	5.6%
가	2	3.7%
을	2	3.7%
이	2	3.7%
부	1	1.9%
Other values (27)	27	50.0%

Common

Value	Count	Frequency (%)
	15	38.5%
0	6	15.4%
.	5	12.8%
1	4	10.3%
2	2	5.1%
8	2	5.1%
:	1	2.6%
3	1	2.6%
~	1	2.6%
9	1	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	54	58.1%
ASCII	39	41.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15	38.5%
0	6	15.4%
.	5	12.8%
1	4	10.3%
2	2	5.1%
8	2	5.1%
:	1	2.6%
3	1	2.6%
~	1	2.6%
9	1	2.6%

Hangul

Value	Count	Frequency (%)
신	4	7.4%
기	4	7.4%
간	3	5.6%
고	3	5.6%
영	3	5.6%
업	3	5.6%
가	2	3.7%
을	2	3.7%
이	2	3.7%
부	1	1.9%
Other values (27)	27	50.0%

조건부허가시작일자
Categorical

IMBALANCE

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

<NA>	9998
20141231	1
20051019	1

Length

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

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9998	> 99.9%
20141231	1	< 0.1%
20051019	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9998	> 99.9%
20141231	1	< 0.1%
20051019	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

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

<NA>	9995
2	2
20161230	1
20080929	1
20061018	1

Length

Max length	8
Median length	4
Mean length	4.0006
Min length	1

Unique

Unique	3 ?
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>	9995	> 99.9%
2	2	< 0.1%
20161230	1	< 0.1%
20080929	1	< 0.1%
20061018	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9995	> 99.9%
2	2	< 0.1%
20161230	1	< 0.1%
20080929	1	< 0.1%
20061018	1	< 0.1%

건물소유구분명
Categorical

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

<NA>	7690
임대	2213
자가	97

Length

Max length	4
Median length	4
Mean length	3.538
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7690	76.9%
임대	2213	22.1%
자가	97	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7690	76.9%
임대	2213	22.1%
자가	97	1.0%

세탁기수
Categorical

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

0	5514
<NA>	4485
5	1

Length

Max length	4
Median length	1
Mean length	2.3455
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5514	55.1%
<NA>	4485	44.9%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5514	55.1%
na	4485	44.9%
5	1	< 0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.3%
Missing	7661
Missing (%)	76.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.081231295

Minimum	0
Maximum	7
Zeros	2189
Zeros (%)	21.9%
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	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.37487726
Coefficient of variation (CV)	4.6149363
Kurtosis	95.504305
Mean	0.081231295
Median Absolute Deviation (MAD)	0
Skewness	7.9524142
Sum	190
Variance	0.14053296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	2189	21.9%
1	128	1.3%
2	15	0.1%
4	3	< 0.1%
5	2	< 0.1%
7	1	< 0.1%
3	1	< 0.1%
(Missing)	7661	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2189	21.9%
1	128	1.3%
2	15	0.1%
3	1	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
5	2	< 0.1%
4	3	< 0.1%
3	1	< 0.1%
2	15	0.1%
1	128	1.3%
0	2189	21.9%

남성종사자수
Categorical

IMBALANCE

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

<NA>	7675
0	2306
1	17
2	2

Length

Max length	4
Median length	4
Mean length	3.3025
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>	7675	76.8%
0	2306	23.1%
1	17	0.2%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7675	76.8%
0	2306	23.1%
1	17	0.2%
2	2	< 0.1%

회수건조수
Categorical

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

0	5244
<NA>	4756

Length

Max length	4
Median length	1
Mean length	2.4268
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5244	52.4%
<NA>	4756	47.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5244	52.4%
na	4756	47.6%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	0.3%
Missing	4785
Missing (%)	47.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.95800575

Minimum	0
Maximum	19
Zeros	3547
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	5
Maximum	19
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8419422
Coefficient of variation (CV)	1.9226838
Kurtosis	10.482262
Mean	0.95800575
Median Absolute Deviation (MAD)	0
Skewness	2.7488172
Sum	4996
Variance	3.3927509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	3547	35.5%
2	519	5.2%
1	373	3.7%
3	307	3.1%
4	174	1.7%
5	107	1.1%
6	75	0.8%
7	41	0.4%
8	29	0.3%
9	15	0.1%
Other values (7)	28	0.3%
(Missing)	4785	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3547	35.5%
1	373	3.7%
2	519	5.2%
3	307	3.1%
4	174	1.7%
5	107	1.1%
6	75	0.8%
7	41	0.4%
8	29	0.3%
9	15	0.1%

Value	Count	Frequency (%)
19	1	< 0.1%
16	3	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	5	0.1%
11	2	< 0.1%
10	14	0.1%
9	15	0.1%
8	29	0.3%
7	41	0.4%

다중이용업소여부
Boolean

IMBALANCE

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

False	9997
True	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9997	> 99.9%
True	3	< 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
21354	21355	미용업	05_18_01_P	3290000	3290000-204-2006-00027	20060512	<NA>	3	폐업	2	폐업	20061020	<NA>	<NA>	<NA>	051 8918824	43.21	614813	부산광역시 부산진구 개금동 197-5번지 외 5필지 성원상떼뷰 201호	<NA>	<NA>	김현정헤어샵	20060512000000	I	2018-08-31 23:59:59.0	일반미용업	384430.630691	185721.876197	미용업	22	5	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
18867	18868	미용업	05_18_01_P	3340000	3340000-204-1986-00713	19861028	<NA>	3	폐업	2	폐업	20030227	<NA>	<NA>	<NA>	051	.00	604849	부산광역시 사하구 하단동 812-4번지	<NA>	<NA>	미당	20030402000000	I	2018-08-31 23:59:59.0	일반미용업	379062.276388	181095.506265	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
15300	15301	미용업	05_18_01_P	3320000	3320000-212-2011-00015	20111110	<NA>	3	폐업	2	폐업	20140210	<NA>	<NA>	<NA>	051 333 5805	64.58	616819	부산광역시 북구 덕천동 388-1번지 대방상가 2동 307호	부산광역시 북구 만덕대로90번길 13 (덕천동, 대방상가2동 307호)	46568	힐에스테틱	20121113100212	I	2018-08-31 23:59:59.0	피부미용업	383443.264424	192181.296405	미용업(피부)	3	0	3	3	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	5	N	<NA>
2695	2696	미용업	05_18_01_P	3340000	3340000-211-1986-00001	19860615	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2012417	26.98	604813	부산광역시 사하구 괴정동 1074-8 지하 1층 지하2호	부산광역시 사하구 마하로 54, 지하1층 지하2호 (괴정동)	49335	핑크헤어타운	20201130180356	U	2020-12-02 02:40:00.0	일반미용업	380810.624375	180152.185461	미용업(일반)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
6999	7000	미용업	05_18_01_P	3300000	3300000-211-2014-00025	20140507	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	28.53	607822	부산광역시 동래구 수안동 4-8번지 1층	부산광역시 동래구 충렬대로218번길 43, 1층 (수안동)	47818	엘샤론염색방	20181123103135	U	2018-11-25 02:37:03.0	일반미용업	389670.237427	190950.945377	미용업(일반)	1	0	1	1	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
22949	22950	미용업	05_18_01_P	3350000	3350000-204-1996-00407	19960110	<NA>	3	폐업	2	폐업	20000712	<NA>	<NA>	<NA>	051 5187739	18.27	609816	부산광역시 금정구 남산동 995-8번지	<NA>	<NA>	핑크	20010418000000	I	2018-08-31 23:59:59.0	피부미용업	389894.581722	198202.472852	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
21938	21939	미용업	05_18_01_P	3300000	3300000-211-1998-00013	19981127	<NA>	3	폐업	2	폐업	20150225	<NA>	<NA>	<NA>	051 5255649	26.40	607809	부산광역시 동래구 명장동 146-30번지	부산광역시 동래구 명장로57번길 3 (명장동)	<NA>	야시머리방	20140328114535	I	2018-08-31 23:59:59.0	일반미용업	391811.895485	191537.774722	미용업(일반)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
9582	9583	미용업	05_18_01_P	3400000	3400000-211-2003-00020	20030408	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7225386	33.00	619903	부산광역시 기장군 기장읍 대라리 128-3번지	부산광역시 기장군 기장읍 차성남로 54	46070	뷰림헤어케어살롱	20190404171456	U	2019-04-06 02:40:00.0	일반미용업	401464.380542	195778.549187	미용업(일반)	1	0	1	1	0	0	0	0	0	N	5	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
1508	1509	미용업	05_18_01_P	3370000	3370000-204-1991-00990	19911212	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 863 6485	18.62	611836	부산광역시 연제구 연산동 2121-6번지 T통B반	부산광역시 연제구 배산로 32 (연산동)	47594	주은헤어	20200427141600	U	2020-04-29 02:40:00.0	일반미용업	390843.383112	188097.99605	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
22201	22202	미용업	05_18_01_P	3300000	3300000-212-2015-00002	20150204	<NA>	3	폐업	2	폐업	20160331	<NA>	<NA>	<NA>	<NA>	88.81	607842	부산광역시 동래구 온천동 1445-77번지	부산광역시 동래구 미남로132번길 39, 지하 1층 (온천동)	47822	스코리아 에스테틱	20150204171209	I	2018-08-31 23:59:59.0	피부미용업	388592.140079	191618.163814	미용업(피부)	4	1	<NA>	<NA>	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	2	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
7913	7914	미용업	05_18_01_P	3350000	3350000-204-1989-00355	19890817	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5164078	26.55	609802	부산광역시 금정구 구서동 1016-11번지	부산광역시 금정구 두실로45번길 45 (구서동)	46228	서진	20130312142414	I	2018-08-31 23:59:59.0	일반미용업	389778.587142	197583.71409	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
14114	14115	미용업	05_18_01_P	3340000	3340000-211-2000-00012	20000701	<NA>	3	폐업	2	폐업	20141202	<NA>	<NA>	<NA>	051 2075252	61.56	604807	부산광역시 사하구 괴정동 310-4번지	부산광역시 사하구 낙동대로 154 (괴정동)	49319	모리스미용실	20100415145004	I	2018-08-31 23:59:59.0	일반미용업	382207.849674	180047.142973	미용업(일반)	0	0	0	0	0	0	0	0	0	N	8	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1039	1040	미용업	05_18_01_P	3330000	3330000-211-2013-00021	20130906	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7036200	81.00	612835	부산광역시 해운대구 좌동 387번지 대천빌딩 202B호	부산광역시 해운대구 세실로 86, 2층 202B호 (좌동, 대천빌딩)	48107	미장원 조원	20130906124703	I	2018-08-31 23:59:59.0	일반미용업	398219.775793	188074.949351	미용업(일반)	4	1	2	0	0	0	0	0	0	N	6	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
18279	18280	미용업	05_18_01_P	3270000	3270000-211-2014-00010	20140714	<NA>	3	폐업	2	폐업	20201208	<NA>	<NA>	<NA>	<NA>	19.20	601807	부산광역시 동구 범일동 830-24 424호	부산광역시 동구 조방로 48, 4층 424호 (범일동)	48739	세이프 존	20201208113739	U	2020-12-10 02:40:00.0	일반미용업	387768.514676	184371.452375	일반미용업	0	0	4	4	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
13616	13617	미용업	05_18_01_P	3330000	3330000-204-1998-01524	19980829	<NA>	3	폐업	2	폐업	20051222	<NA>	<NA>	<NA>	051 5423851	12.06	612803	부산광역시 해운대구 반송동 250-57번지	<NA>	<NA>	센스미용실	20030425000000	I	2018-08-31 23:59:59.0	일반미용업	395506.064612	193778.478626	미용업	2	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
22318	22319	미용업	05_18_01_P	3350000	3350000-211-2014-00034	20140917	<NA>	3	폐업	2	폐업	20150430	<NA>	<NA>	<NA>	<NA>	31.70	609814	부산광역시 금정구 남산동 73-69번지	부산광역시 금정구 중앙대로2001번길 25-2 (남산동)	46227	미헤어	20141013104041	I	2018-08-31 23:59:59.0	일반미용업	390153.017539	197983.46985	미용업(일반)	3	0	1	1	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
13557	13558	미용업	05_18_01_P	3370000	3370000-212-2013-00008	20130429	<NA>	3	폐업	2	폐업	20140811	<NA>	<NA>	<NA>	051 868 8810	110.00	611804	부산광역시 연제구 거제동 488-18번지 5층	부산광역시 연제구 거제천로 65, 5층 (거제동)	47546	힐링샵	20140121115823	I	2018-08-31 23:59:59.0	피부미용업	388676.815154	188743.324917	미용업(피부)	8	0	5	5	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	5	N	<NA>
8900	8901	미용업	05_18_01_P	3360000	3360000-211-2006-00002	20061219	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 973 9997	44.00	618808	부산광역시 강서구 대저2동 5129-3번지	부산광역시 강서구 공항로393번길 16 (대저2동)	46723	이영숙헤어샵	20170619115549	I	2018-08-31 23:59:59.0	일반미용업	377568.706699	184468.555308	미용업(일반)	1	0	1	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
8516	8517	미용업	05_18_01_P	3390000	3390000-211-2002-00002	19990324	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3155275	16.92	617802	부산광역시 사상구 감전동 122-53번지	부산광역시 사상구 새벽로167번길 10 (감전동)	46980	하니미니	20130607175452	I	2018-08-31 23:59:59.0	일반미용업	380593.08512	185922.671603	미용업(일반)	0	0	0	0	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
10943	10944	미용업	05_18_01_P	3290000	3290000-211-2017-00048	20170821	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 816 1224	25.60	<NA>	<NA>	부산광역시 부산진구 백양순환로 138, 1층 (부암동)	47143	노엘헤어	20170821143206	I	2018-08-31 23:59:59.0	일반미용업	385849.731768	187383.371514	미용업(일반)	0	0	1	1	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	임대	0	0	0	0	0	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

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

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

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Number Forms