gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	10000
Missing cells	110834
Missing cells (%)	21.7%
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	17
Categorical	19
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2021-02-01
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 (51.3%)	Imbalance
`사용시작지하층` is highly imbalanced (57.7%)	Imbalance
`사용끝지하층` is highly imbalanced (57.8%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.7%)	Imbalance
`남성종사자수` is highly imbalanced (60.2%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.7%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 4890 (48.9%) 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 2989 (29.9%) missing values	Missing
`소재지우편번호` has 109 (1.1%) missing values	Missing
`도로명전체주소` has 3098 (31.0%) missing values	Missing
`도로명우편번호` has 3184 (31.8%) missing values	Missing
`좌표정보(x)` has 310 (3.1%) missing values	Missing
`좌표정보(y)` has 310 (3.1%) missing values	Missing
`건물지상층수` has 2217 (22.2%) missing values	Missing
`건물지하층수` has 3126 (31.3%) missing values	Missing
`사용시작지상층` has 2800 (28.0%) missing values	Missing
`사용끝지상층` has 4224 (42.2%) missing values	Missing
`발한실여부` has 157 (1.6%) missing values	Missing
`의자수` has 823 (8.2%) missing values	Missing
`조건부허가신고사유` has 9996 (> 99.9%) missing values	Missing
`조건부허가종료일자` has 9994 (99.9%) missing values	Missing
`여성종사자수` has 7683 (76.8%) missing values	Missing
`침대수` has 4872 (48.7%) missing values	Missing
`Unnamed: 50` has 10000 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -28.57227672)	Skewed
`폐업일자` is highly skewed (γ1 = -64.7408994)	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 2823 (28.2%) zeros	Zeros
`건물지하층수` has 5047 (50.5%) zeros	Zeros
`사용시작지상층` has 1436 (14.4%) zeros	Zeros
`사용끝지상층` has 985 (9.8%) zeros	Zeros
`의자수` has 1375 (13.8%) zeros	Zeros
`여성종사자수` has 2177 (21.8%) zeros	Zeros
`침대수` has 3473 (34.7%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 03:27:37.822397
Analysis finished	2024-04-17 03:27:39.812735
Duration	1.99 second
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	11584.832

Minimum	1
Maximum	23137
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1142.75
Q1	5760.25
median	11616.5
Q3	17383.25
95-th percentile	21979.05
Maximum	23137
Range	23136
Interquartile range (IQR)	11623

Descriptive statistics

Standard deviation	6688.3052
Coefficient of variation (CV)	0.57733295
Kurtosis	-1.2089139
Mean	11584.832
Median Absolute Deviation (MAD)	5804
Skewness	-0.0040641201
Sum	1.1584832 × 10⁸
Variance	44733426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12669	1	< 0.1%
98	1	< 0.1%
741	1	< 0.1%
5267	1	< 0.1%
19543	1	< 0.1%
2757	1	< 0.1%
3759	1	< 0.1%
12223	1	< 0.1%
20617	1	< 0.1%
21871	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%
6	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
23137	1	< 0.1%
23136	1	< 0.1%
23135	1	< 0.1%
23134	1	< 0.1%
23133	1	< 0.1%
23132	1	< 0.1%
23131	1	< 0.1%
23129	1	< 0.1%
23128	1	< 0.1%
23127	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	3325135

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	37490.296
Coefficient of variation (CV)	0.011274819
Kurtosis	-0.7493814
Mean	3325135
Median Absolute Deviation (MAD)	30000
Skewness	0.050628556
Sum	3.325135 × 10¹⁰
Variance	1.4055223 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1232	12.3%
3290000	1200	12.0%
3340000	980	9.8%
3300000	908	9.1%
3310000	802	8.0%
3350000	785	7.8%
3380000	725	7.2%
3320000	723	7.2%
3370000	708	7.1%
3390000	407	4.1%
Other values (6)	1530	15.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	315	3.1%
3260000	285	2.9%
3270000	302	3.0%
3280000	343	3.4%
3290000	1200	12.0%
3300000	908	9.1%
3310000	802	8.0%
3320000	723	7.2%
3330000	1232	12.3%
3340000	980	9.8%

Value	Count	Frequency (%)
3400000	181	1.8%
3390000	407	4.1%
3380000	725	7.2%
3370000	708	7.1%
3360000	104	1.0%
3350000	785	7.8%
3340000	980	9.8%
3330000	1232	12.3%
3320000	723	7.2%
3310000	802	8.0%

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	3290000-204-2003-00039
2nd row	3350000-212-2016-00013
3rd row	3340000-204-2005-00007
4th row	3270000-212-2017-00003
5th row	3390000-204-2006-00026

Value	Count	Frequency (%)
3290000-204-2003-00039	1	< 0.1%
3290000-204-2004-00073	1	< 0.1%
3370000-204-2006-00027	1	< 0.1%
3310000-211-2006-00016	1	< 0.1%
3350000-211-2019-00010	1	< 0.1%
3380000-211-2000-00009	1	< 0.1%
3310000-204-1997-00080	1	< 0.1%
3340000-212-2015-00002	1	< 0.1%
3350000-204-2005-00017	1	< 0.1%
3290000-211-2013-00021	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	87583	39.8%
-	30000	13.6%
2	25921	11.8%
1	22182	10.1%
3	22138	10.1%
9	8785	4.0%
4	7992	3.6%
8	4454	2.0%
5	4267	1.9%
7	3649	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	87583	46.1%
2	25921	13.6%
1	22182	11.7%
3	22138	11.7%
9	8785	4.6%
4	7992	4.2%
8	4454	2.3%
5	4267	2.2%
7	3649	1.9%
6	3029	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	87583	39.8%
-	30000	13.6%
2	25921	11.8%
1	22182	10.1%
3	22138	10.1%
9	8785	4.0%
4	7992	3.6%
8	4454	2.0%
5	4267	1.9%
7	3649	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87583	39.8%
-	30000	13.6%
2	25921	11.8%
1	22182	10.1%
3	22138	10.1%
9	8785	4.0%
4	7992	3.6%
8	4454	2.0%
5	4267	1.9%
7	3649	1.7%

인허가일자
Real number (ℝ)

SKEWED

Distinct	5749
Distinct (%)	57.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20051466

Minimum	9990827
Maximum	20201230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9990827
5-th percentile	19840330
Q1	19980618
median	20070914
Q3	20150718
95-th percentile	20191021
Maximum	20201230
Range	10210403
Interquartile range (IQR)	170100

Descriptive statistics

Standard deviation	153372.26
Coefficient of variation (CV)	0.0076489303
Kurtosis	1850.8018
Mean	20051466
Median Absolute Deviation (MAD)	80712
Skewness	-28.572277
Sum	2.0051466 × 10¹¹
Variance	2.3523052 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000712	22	0.2%
20030225	16	0.2%
20000415	16	0.2%
20030224	14	0.1%
20180102	10	0.1%
20020508	10	0.1%
20180115	9	0.1%
20180305	8	0.1%
20130103	8	0.1%
20100222	7	0.1%
Other values (5739)	9880	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9990827	1	< 0.1%
19330331	1	< 0.1%
19581017	1	< 0.1%
19630110	2	< 0.1%
19630130	1	< 0.1%
19630206	1	< 0.1%
19630617	1	< 0.1%
19640630	1	< 0.1%
19650113	1	< 0.1%
19650426	1	< 0.1%

Value	Count	Frequency (%)
20201230	1	< 0.1%
20201228	4	< 0.1%
20201223	1	< 0.1%
20201222	2	< 0.1%
20201221	3	< 0.1%
20201218	2	< 0.1%
20201217	1	< 0.1%
20201216	1	< 0.1%
20201211	3	< 0.1%
20201210	1	< 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	5110
1	4890

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	5110	51.1%
1	4890	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5110	51.1%
1	4890	48.9%

영업상태명
Categorical

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

폐업	5110
영업/정상	4890

Length

Max length	5
Median length	2
Mean length	3.467
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5110	51.1%
영업/정상	4890	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5110	51.1%
영업/정상	4890	48.9%

상세영업상태코드
Categorical

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

2	5110
1	4890

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5110	51.1%
1	4890	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5110	51.1%
1	4890	48.9%

상세영업상태명
Categorical

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

폐업	5110
영업	4890

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	5110	51.1%
영업	4890	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	5110	51.1%
영업	4890	48.9%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	2924
Distinct (%)	57.2%
Missing	4890
Missing (%)	48.9%
Infinite	0
Infinite (%)	0.0%
Mean	20090365

Minimum	2013102
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2013102
5-th percentile	19991019
Q1	20040220
median	20090620
Q3	20151020
95-th percentile	20200115
Maximum	20201231
Range	18188129
Interquartile range (IQR)	110800.5

Descriptive statistics

Standard deviation	261423.74
Coefficient of variation (CV)	0.013012394
Kurtosis	4477.4882
Mean	20090365
Median Absolute Deviation (MAD)	59717.5
Skewness	-64.740899
Sum	1.0266177 × 10¹¹
Variance	6.8342372 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030227	180	1.8%
20050117	65	0.7%
20030226	52	0.5%
20050510	41	0.4%
20000712	33	0.3%
20010321	28	0.3%
20030606	24	0.2%
20030101	19	0.2%
20031107	17	0.2%
20000531	17	0.2%
Other values (2914)	4634	46.3%
(Missing)	4890	48.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2013102	1	< 0.1%
19851118	1	< 0.1%
19891116	1	< 0.1%
19921012	1	< 0.1%
19921210	1	< 0.1%
19930202	1	< 0.1%
19930209	1	< 0.1%
19930308	1	< 0.1%
19940125	1	< 0.1%
19940506	1	< 0.1%

Value	Count	Frequency (%)
20201231	1	< 0.1%
20201230	3	< 0.1%
20201229	2	< 0.1%
20201228	1	< 0.1%
20201224	5	0.1%
20201223	1	< 0.1%
20201222	7	0.1%
20201221	1	< 0.1%
20201218	3	< 0.1%
20201216	3	< 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	6235
Distinct (%)	88.9%
Missing	2989
Missing (%)	29.9%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.636856
Min length	3

Characters and Unicode

Total characters	74575
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	6046 ?
Unique (%)	86.2%

Sample

1st row	051 8086999
2nd row	051 516 7707
3rd row	051 2070710
4th row	051 3228546
5th row	051 521 0444

Value	Count	Frequency (%)
051	6574	42.0%
070	127	0.8%
868	35	0.2%
747	33	0.2%
852	31	0.2%
808	31	0.2%
515	30	0.2%
727	27	0.2%
728	25	0.2%
701	23	0.1%
Other values (6161)	8722	55.7%

Most occurring characters

Value	Count	Frequency (%)
5	12349	16.6%
0	11145	14.9%
1	11073	14.8%
	8694	11.7%
2	5787	7.8%
7	4873	6.5%
3	4726	6.3%
6	4454	6.0%
8	4396	5.9%
4	4151	5.6%
Other values (2)	2927	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	65879	88.3%
Space Separator	8694	11.7%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12349	18.7%
0	11145	16.9%
1	11073	16.8%
2	5787	8.8%
7	4873	7.4%
3	4726	7.2%
6	4454	6.8%
8	4396	6.7%
4	4151	6.3%
9	2925	4.4%

Space Separator

Value	Count	Frequency (%)
	8694	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74575	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12349	16.6%
0	11145	14.9%
1	11073	14.8%
	8694	11.7%
2	5787	7.8%
7	4873	6.5%
3	4726	6.3%
6	4454	6.0%
8	4396	5.9%
4	4151	5.6%
Other values (2)	2927	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74575	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12349	16.6%
0	11145	14.9%
1	11073	14.8%
	8694	11.7%
2	5787	7.8%
7	4873	6.5%
3	4726	6.3%
6	4454	6.0%
8	4396	5.9%
4	4151	5.6%
Other values (2)	2927	3.9%

소재지면적
Text

Distinct	4064
Distinct (%)	40.8%
Missing	36
Missing (%)	0.4%
Memory size	156.2 KiB

Length

Max length	8
Median length	5
Mean length	4.9037535
Min length	3

Characters and Unicode

Total characters	48861
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	2485 ?
Unique (%)	24.9%

Sample

1st row	93.58
2nd row	49.23
3rd row	14.80
4th row	62.40
5th row	38.00

Value	Count	Frequency (%)
00	794	8.0%
33.00	134	1.3%
30.00	64	0.6%
24.00	57	0.6%
26.40	55	0.6%
20.00	53	0.5%
23.00	47	0.5%
18.00	44	0.4%
16.50	43	0.4%
15.00	40	0.4%
Other values (4054)	8633	86.6%

Most occurring characters

Value	Count	Frequency (%)
.	9964	20.4%
0	8747	17.9%
2	4958	10.1%
1	4879	10.0%
3	3749	7.7%
4	3362	6.9%
5	3066	6.3%
6	2962	6.1%
8	2615	5.4%
7	2287	4.7%
Other values (2)	2272	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38895	79.6%
Other Punctuation	9966	20.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8747	22.5%
2	4958	12.7%
1	4879	12.5%
3	3749	9.6%
4	3362	8.6%
5	3066	7.9%
6	2962	7.6%
8	2615	6.7%
7	2287	5.9%
9	2270	5.8%

Other Punctuation

Value	Count	Frequency (%)
.	9964	> 99.9%
,	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	48861	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9964	20.4%
0	8747	17.9%
2	4958	10.1%
1	4879	10.0%
3	3749	7.7%
4	3362	6.9%
5	3066	6.3%
6	2962	6.1%
8	2615	5.4%
7	2287	4.7%
Other values (2)	2272	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48861	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9964	20.4%
0	8747	17.9%
2	4958	10.1%
1	4879	10.0%
3	3749	7.7%
4	3362	6.9%
5	3066	6.3%
6	2962	6.1%
8	2615	5.4%
7	2287	4.7%
Other values (2)	2272	4.6%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	863
Distinct (%)	8.7%
Missing	109
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	610581.21

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	601820
Q1	607810
median	611812
Q3	614800
95-th percentile	617808
Maximum	619953
Range	258097
Interquartile range (IQR)	6990

Descriptive statistics

Standard deviation	5360.8653
Coefficient of variation (CV)	0.0087799382
Kurtosis	467.22748
Mean	610581.21
Median Absolute Deviation (MAD)	3037
Skewness	-10.328428
Sum	6.0392588 × 10⁹
Variance	28738877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
609839	99	1.0%
614847	89	0.9%
604851	83	0.8%
608805	79	0.8%
612842	78	0.8%
612824	78	0.8%
616852	74	0.7%
614845	74	0.7%
607826	58	0.6%
608832	57	0.6%
Other values (853)	9122	91.2%
(Missing)	109	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
361856	1	< 0.1%
600012	3	< 0.1%
600013	5	0.1%
600016	5	0.1%
600017	2	< 0.1%
600021	2	< 0.1%
600022	2	< 0.1%
600023	1	< 0.1%
600024	2	< 0.1%
600025	3	< 0.1%

Value	Count	Frequency (%)
619953	2	< 0.1%
619952	3	< 0.1%
619951	4	< 0.1%
619913	2	< 0.1%
619912	11	0.1%
619911	1	< 0.1%
619906	2	< 0.1%
619905	21	0.2%
619903	24	0.2%
619902	4	< 0.1%

소재지전체주소
Text

Distinct	9314
Distinct (%)	93.3%
Missing	16
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	60
Median length	51
Mean length	24.986178
Min length	16

Characters and Unicode

Total characters	249462
Distinct characters	499
Distinct categories	10 ?
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	8720 ?
Unique (%)	87.3%

Sample

1st row	부산광역시 부산진구 부전동 264-22번지
2nd row	부산광역시 금정구 장전동 652-49
3rd row	부산광역시 사하구 감천동 30-18번지
4th row	부산광역시 동구 범일동 640-15번지
5th row	부산광역시 사상구 학장동 541번지

Value	Count	Frequency (%)
부산광역시	9983	21.2%
해운대구	1232	2.6%
부산진구	1192	2.5%
사하구	978	2.1%
동래구	907	1.9%
t통b반	876	1.9%
남구	802	1.7%
금정구	784	1.7%
북구	731	1.6%
수영구	725	1.5%
Other values (10159)	28781	61.2%

Most occurring characters

Value	Count	Frequency (%)
	37016	14.8%
동	12136	4.9%
부	12053	4.8%
산	12051	4.8%
1	11980	4.8%
광	10382	4.2%
구	10201	4.1%
시	10124	4.1%
역	9996	4.0%
지	9234	3.7%
Other values (489)	114289	45.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	147573	59.2%
Decimal Number	52606	21.1%
Space Separator	37016	14.8%
Dash Punctuation	9021	3.6%
Uppercase Letter	2170	0.9%
Open Punctuation	364	0.1%
Close Punctuation	361	0.1%
Other Punctuation	282	0.1%
Lowercase Letter	60	< 0.1%
Math Symbol	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	12136	8.2%
부	12053	8.2%
산	12051	8.2%
광	10382	7.0%
구	10201	6.9%
시	10124	6.9%
역	9996	6.8%
지	9234	6.3%
번	8793	6.0%
대	2336	1.6%
Other values (430)	50267	34.1%

Uppercase Letter

Value	Count	Frequency (%)
B	954	44.0%
T	883	40.7%
A	69	3.2%
S	55	2.5%
K	47	2.2%
G	22	1.0%
H	20	0.9%
E	15	0.7%
I	15	0.7%
C	15	0.7%
Other values (14)	75	3.5%

Lowercase Letter

Value	Count	Frequency (%)
e	15	25.0%
l	12	20.0%
s	8	13.3%
i	7	11.7%
k	4	6.7%
b	2	3.3%
c	2	3.3%
a	2	3.3%
o	2	3.3%
t	1	1.7%
Other values (5)	5	8.3%

Decimal Number

Value	Count	Frequency (%)
1	11980	22.8%
2	7581	14.4%
3	5834	11.1%
4	4839	9.2%
0	4457	8.5%
5	4287	8.1%
6	3680	7.0%
7	3550	6.7%
8	3320	6.3%
9	3078	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	217	77.0%
@	36	12.8%
/	14	5.0%
.	13	4.6%
·	2	0.7%

Space Separator

Value	Count	Frequency (%)
	37016	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9021	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	364	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	361	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	147573	59.2%
Common	99659	39.9%
Latin	2230	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	12136	8.2%
부	12053	8.2%
산	12051	8.2%
광	10382	7.0%
구	10201	6.9%
시	10124	6.9%
역	9996	6.8%
지	9234	6.3%
번	8793	6.0%
대	2336	1.6%
Other values (430)	50267	34.1%

Latin

Value	Count	Frequency (%)
B	954	42.8%
T	883	39.6%
A	69	3.1%
S	55	2.5%
K	47	2.1%
G	22	1.0%
H	20	0.9%
e	15	0.7%
E	15	0.7%
I	15	0.7%
Other values (29)	135	6.1%

Common

Value	Count	Frequency (%)
	37016	37.1%
1	11980	12.0%
-	9021	9.1%
2	7581	7.6%
3	5834	5.9%
4	4839	4.9%
0	4457	4.5%
5	4287	4.3%
6	3680	3.7%
7	3550	3.6%
Other values (10)	7414	7.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	147572	59.2%
ASCII	101887	40.8%
None	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37016	36.3%
1	11980	11.8%
-	9021	8.9%
2	7581	7.4%
3	5834	5.7%
4	4839	4.7%
0	4457	4.4%
5	4287	4.2%
6	3680	3.6%
7	3550	3.5%
Other values (48)	9642	9.5%

Hangul

Value	Count	Frequency (%)
동	12136	8.2%
부	12053	8.2%
산	12051	8.2%
광	10382	7.0%
구	10201	6.9%
시	10124	6.9%
역	9996	6.8%
지	9234	6.3%
번	8793	6.0%
대	2336	1.6%
Other values (429)	50266	34.1%

None

Value	Count	Frequency (%)
·	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅀ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	6706
Distinct (%)	97.2%
Missing	3098
Missing (%)	31.0%
Memory size	156.2 KiB

Length

Max length	76
Median length	57
Mean length	32.059548
Min length	17

Characters and Unicode

Total characters	221275
Distinct characters	516
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	6520 ?
Unique (%)	94.5%

Sample

1st row	부산광역시 금정구 온천장로 129, 2층 (장전동)
2nd row	부산광역시 동구 진시장로 21-4 (범일동, 3층)
3rd row	부산광역시 해운대구 해운대로 399-1 (우동, 제1층)
4th row	부산광역시 수영구 연수로310번길 74, 상가동동 4층 (망미동, 삼성@)
5th row	부산광역시 수영구 수영로725번길 48, 3층 (수영동)

Value	Count	Frequency (%)
부산광역시	6901	16.1%
1층	1717	4.0%
부산진구	944	2.2%
2층	860	2.0%
해운대구	818	1.9%
동래구	642	1.5%
사하구	606	1.4%
남구	552	1.3%
수영구	533	1.2%
금정구	529	1.2%
Other values (5666)	28777	67.1%

Most occurring characters

Value	Count	Frequency (%)
	35983	16.3%
동	9524	4.3%
1	9394	4.2%
부	8697	3.9%
산	8571	3.9%
광	7469	3.4%
시	7332	3.3%
구	7088	3.2%
역	6918	3.1%
(	6903	3.1%
Other values (506)	113396	51.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	127750	57.7%
Decimal Number	36061	16.3%
Space Separator	35983	16.3%
Open Punctuation	6903	3.1%
Close Punctuation	6902	3.1%
Other Punctuation	5999	2.7%
Dash Punctuation	1154	0.5%
Uppercase Letter	433	0.2%
Lowercase Letter	64	< 0.1%
Math Symbol	26	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9524	7.5%
부	8697	6.8%
산	8571	6.7%
광	7469	5.8%
시	7332	5.7%
구	7088	5.5%
역	6918	5.4%
로	6783	5.3%
길	3448	2.7%
대	3388	2.7%
Other values (449)	58532	45.8%

Uppercase Letter

Value	Count	Frequency (%)
B	94	21.7%
A	73	16.9%
S	63	14.5%
K	46	10.6%
H	22	5.1%
E	18	4.2%
C	16	3.7%
G	15	3.5%
I	13	3.0%
W	10	2.3%
Other values (14)	63	14.5%

Lowercase Letter

Value	Count	Frequency (%)
e	20	31.2%
l	12	18.8%
s	9	14.1%
i	7	10.9%
k	5	7.8%
c	3	4.7%
w	2	3.1%
o	2	3.1%
n	1	1.6%
a	1	1.6%
Other values (2)	2	3.1%

Decimal Number

Value	Count	Frequency (%)
1	9394	26.1%
2	6069	16.8%
3	3887	10.8%
0	3480	9.7%
4	2944	8.2%
5	2486	6.9%
6	2238	6.2%
7	2018	5.6%
8	1837	5.1%
9	1708	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	5965	99.4%
@	21	0.4%
/	6	0.1%
.	5	0.1%
·	2	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	25	96.2%
～	1	3.8%

Space Separator

Value	Count	Frequency (%)
	35983	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6903	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6902	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1154	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	127750	57.7%
Common	93028	42.0%
Latin	497	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9524	7.5%
부	8697	6.8%
산	8571	6.7%
광	7469	5.8%
시	7332	5.7%
구	7088	5.5%
역	6918	5.4%
로	6783	5.3%
길	3448	2.7%
대	3388	2.7%
Other values (449)	58532	45.8%

Latin

Value	Count	Frequency (%)
B	94	18.9%
A	73	14.7%
S	63	12.7%
K	46	9.3%
H	22	4.4%
e	20	4.0%
E	18	3.6%
C	16	3.2%
G	15	3.0%
I	13	2.6%
Other values (26)	117	23.5%

Common

Value	Count	Frequency (%)
	35983	38.7%
1	9394	10.1%
(	6903	7.4%
)	6902	7.4%
2	6069	6.5%
,	5965	6.4%
3	3887	4.2%
0	3480	3.7%
4	2944	3.2%
5	2486	2.7%
Other values (11)	9015	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	127750	57.7%
ASCII	93522	42.3%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35983	38.5%
1	9394	10.0%
(	6903	7.4%
)	6902	7.4%
2	6069	6.5%
,	5965	6.4%
3	3887	4.2%
0	3480	3.7%
4	2944	3.1%
5	2486	2.7%
Other values (45)	9509	10.2%

Hangul

Value	Count	Frequency (%)
동	9524	7.5%
부	8697	6.8%
산	8571	6.7%
광	7469	5.8%
시	7332	5.7%
구	7088	5.5%
역	6918	5.4%
로	6783	5.3%
길	3448	2.7%
대	3388	2.7%
Other values (449)	58532	45.8%

None

Value	Count	Frequency (%)
·	2	66.7%
～	1	33.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1565
Distinct (%)	23.0%
Missing	3184
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	47817.184

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	47164
median	47857
Q3	48497
95-th percentile	49384
Maximum	49525
Range	21060
Interquartile range (IQR)	1333

Descriptive statistics

Standard deviation	984.21138
Coefficient of variation (CV)	0.020582797
Kurtosis	20.836819
Mean	47817.184
Median Absolute Deviation (MAD)	651
Skewness	-1.1487666
Sum	3.2592192 × 10⁸
Variance	968672.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48111	49	0.5%
46726	43	0.4%
48059	40	0.4%
48110	33	0.3%
47287	32	0.3%
47292	30	0.3%
48119	30	0.3%
46526	30	0.3%
48060	28	0.3%
46291	28	0.3%
Other values (1555)	6473	64.7%
(Missing)	3184	31.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28465	1	< 0.1%
46007	6	0.1%
46008	14	0.1%
46009	1	< 0.1%
46010	4	< 0.1%
46011	1	< 0.1%
46012	4	< 0.1%
46013	2	< 0.1%
46014	1	< 0.1%
46015	14	0.1%

Value	Count	Frequency (%)
49525	4	< 0.1%
49524	3	< 0.1%
49523	1	< 0.1%
49522	1	< 0.1%
49521	3	< 0.1%
49520	15	0.1%
49519	10	0.1%
49518	14	0.1%
49515	10	0.1%
49514	2	< 0.1%

사업장명
Text

Distinct	8166
Distinct (%)	81.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	30.5
Mean length	5.5225
Min length	1

Characters and Unicode

Total characters	55225
Distinct characters	898
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	7267 ?
Unique (%)	72.7%

Sample

1st row	헤어카페준
2nd row	블루밍영(young)
3rd row	영미용실
4th row	힐링카페
5th row	서준헤어샵

Value	Count	Frequency (%)
미용실	295	2.4%
헤어	266	2.1%
에스테틱	115	0.9%
네일	93	0.7%
헤어샵	76	0.6%
hair	67	0.5%
뷰티	49	0.4%
더	39	0.3%
nail	39	0.3%
진	35	0.3%
Other values (8164)	11468	91.4%

Most occurring characters

Value	Count	Frequency (%)
어	3538	6.4%
헤	3475	6.3%
	2547	4.6%
미	1819	3.3%
스	1335	2.4%
리	1182	2.1%
실	1116	2.0%
용	1091	2.0%
이	967	1.8%
일	840	1.5%
Other values (888)	37315	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	46684	84.5%
Space Separator	2547	4.6%
Lowercase Letter	2257	4.1%
Uppercase Letter	1870	3.4%
Open Punctuation	549	1.0%
Close Punctuation	549	1.0%
Other Punctuation	386	0.7%
Decimal Number	331	0.6%
Dash Punctuation	37	0.1%
Math Symbol	8	< 0.1%
Other values (4)	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	3538	7.6%
헤	3475	7.4%
미	1819	3.9%
스	1335	2.9%
리	1182	2.5%
실	1116	2.4%
용	1091	2.3%
이	967	2.1%
일	840	1.8%
네	768	1.6%
Other values (800)	30553	65.4%

Lowercase Letter

Value	Count	Frequency (%)
a	299	13.2%
e	252	11.2%
i	251	11.1%
n	188	8.3%
o	171	7.6%
l	162	7.2%
r	145	6.4%
y	118	5.2%
h	114	5.1%
s	104	4.6%
Other values (16)	453	20.1%

Uppercase Letter

Value	Count	Frequency (%)
A	176	9.4%
N	153	8.2%
S	137	7.3%
H	130	7.0%
I	118	6.3%
J	108	5.8%
B	102	5.5%
O	102	5.5%
M	99	5.3%
L	96	5.1%
Other values (16)	649	34.7%

Other Punctuation

Value	Count	Frequency (%)
&	137	35.5%
.	90	23.3%
#	49	12.7%
,	46	11.9%
'	29	7.5%
·	10	2.6%
:	7	1.8%
＆	5	1.3%
;	4	1.0%
/	3	0.8%
Other values (5)	6	1.6%

Decimal Number

Value	Count	Frequency (%)
1	76	23.0%
2	71	21.5%
0	57	17.2%
9	26	7.9%
3	26	7.9%
7	20	6.0%
8	17	5.1%
5	16	4.8%
4	15	4.5%
6	7	2.1%

Open Punctuation

Value	Count	Frequency (%)
(	546	99.5%
[	3	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	546	99.5%
]	3	0.5%

Space Separator

Value	Count	Frequency (%)
	2547	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Math Symbol

Value	Count	Frequency (%)
+	8	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Other Number

Value	Count	Frequency (%)
₂	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	46632	84.4%
Common	4413	8.0%
Latin	4128	7.5%
Han	52	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	3538	7.6%
헤	3475	7.5%
미	1819	3.9%
스	1335	2.9%
리	1182	2.5%
실	1116	2.4%
용	1091	2.3%
이	967	2.1%
일	840	1.8%
네	768	1.6%
Other values (777)	30501	65.4%

Latin

Value	Count	Frequency (%)
a	299	7.2%
e	252	6.1%
i	251	6.1%
n	188	4.6%
A	176	4.3%
o	171	4.1%
l	162	3.9%
N	153	3.7%
r	145	3.5%
S	137	3.3%
Other values (43)	2194	53.1%

Common

Value	Count	Frequency (%)
	2547	57.7%
(	546	12.4%
)	546	12.4%
&	137	3.1%
.	90	2.0%
1	76	1.7%
2	71	1.6%
0	57	1.3%
#	49	1.1%
,	46	1.0%
Other values (25)	248	5.6%

Han

Value	Count	Frequency (%)
美	26	50.0%
人	2	3.8%
秀	2	3.8%
愛	2	3.8%
安	2	3.8%
裕	1	1.9%
室	1	1.9%
容	1	1.9%
智	1	1.9%
佳	1	1.9%
Other values (13)	13	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	46632	84.4%
ASCII	8523	15.4%
CJK	52	0.1%
None	17	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	3538	7.6%
헤	3475	7.5%
미	1819	3.9%
스	1335	2.9%
리	1182	2.5%
실	1116	2.4%
용	1091	2.3%
이	967	2.1%
일	840	1.8%
네	768	1.6%
Other values (777)	30501	65.4%

ASCII

Value	Count	Frequency (%)
	2547	29.9%
(	546	6.4%
)	546	6.4%
a	299	3.5%
e	252	3.0%
i	251	2.9%
n	188	2.2%
A	176	2.1%
o	171	2.0%
l	162	1.9%
Other values (73)	3385	39.7%

CJK

Value	Count	Frequency (%)
美	26	50.0%
人	2	3.8%
秀	2	3.8%
愛	2	3.8%
安	2	3.8%
裕	1	1.9%
室	1	1.9%
容	1	1.9%
智	1	1.9%
佳	1	1.9%
Other values (13)	13	25.0%

None

Value	Count	Frequency (%)
·	10	58.8%
＆	5	29.4%
₂	1	5.9%
＃	1	5.9%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	8027
Distinct (%)	80.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0127984 × 10¹³

Minimum	1.9990125 × 10¹³
Maximum	2.0201231 × 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	2.0011212 × 10¹³
Q1	2.0060221 × 10¹³
median	2.0150226 × 10¹³
Q3	2.0190624 × 10¹³
95-th percentile	2.0201126 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1110616 × 10¹¹
Interquartile range (IQR)	1.3040365 × 10¹¹

Descriptive statistics

Standard deviation	6.8096214 × 10¹⁰
Coefficient of variation (CV)	0.0033831611
Kurtosis	-1.1517252
Mean	2.0127984 × 10¹³
Median Absolute Deviation (MAD)	4.9887003 × 10¹⁰
Skewness	-0.55727462
Sum	2.0127984 × 10¹⁷
Variance	4.6370944 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030402000000	121	1.2%
20020823000000	43	0.4%
20040827000000	39	0.4%
20040719000000	35	0.4%
20030403000000	33	0.3%
19990429000000	31	0.3%
20001209000000	30	0.3%
20030627000000	30	0.3%
20031023000000	25	0.2%
20030707000000	25	0.2%
Other values (8017)	9588	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990125000000	4	< 0.1%
19990126000000	3	< 0.1%
19990211000000	1	< 0.1%
19990222000000	1	< 0.1%
19990223000000	4	< 0.1%
19990224000000	5	0.1%
19990225000000	5	0.1%
19990226000000	1	< 0.1%
19990303000000	7	0.1%
19990304000000	16	0.2%

Value	Count	Frequency (%)
20201231164153	1	< 0.1%
20201231162945	1	< 0.1%
20201231145340	1	< 0.1%
20201231105024	1	< 0.1%
20201231093459	1	< 0.1%
20201230164003	1	< 0.1%
20201230160116	1	< 0.1%
20201230151252	1	< 0.1%
20201230143917	1	< 0.1%
20201230133855	1	< 0.1%

데이터갱신구분
Categorical

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

I	7306
U	2694

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	7306	73.1%
U	2694	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7306	73.1%
u	2694	26.9%

데이터갱신일자
Date

Distinct	881
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-02 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	7092
피부미용업	1793
네일아트업	874
메이크업업	152
기타	86

Length

Max length	6
Median length	5
Mean length	4.9745
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	7092	70.9%
피부미용업	1793	17.9%
네일아트업	874	8.7%
메이크업업	152	1.5%
기타	86	0.9%
미용업 기타	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	7092	70.9%
피부미용업	1793	17.9%
네일아트업	874	8.7%
메이크업업	152	1.5%
기타	89	0.9%
미용업	3	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	7542
Distinct (%)	77.8%
Missing	310
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	388287.5

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	379797.47
Q1	384499.98
median	388707.95
Q3	391745.05
95-th percentile	397581.77
Maximum	407824.89
Range	166695.96
Interquartile range (IQR)	7245.0774

Descriptive statistics

Standard deviation	5447.6105
Coefficient of variation (CV)	0.014029837
Kurtosis	54.601452
Mean	388287.5
Median Absolute Deviation (MAD)	3526.8368
Skewness	-2.0870671
Sum	3.7625059 × 10⁹
Variance	29676460
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
398330.516530402	23	0.2%
395388.715069604	19	0.2%
380398.062015138	18	0.2%
398491.352089522	17	0.2%
398237.363461482	15	0.1%
392235.198208233	13	0.1%
394112.524871033	13	0.1%
393239.237933586	12	0.1%
391411.212179843	12	0.1%
392474.578116018	12	0.1%
Other values (7532)	9536	95.4%
(Missing)	310	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
241128.922467	1	< 0.1%
366931.435995074	1	< 0.1%
367058.667450096	1	< 0.1%
367062.132343737	1	< 0.1%
367108.112280274	1	< 0.1%
367195.063042763	1	< 0.1%
367226.483222999	1	< 0.1%
367226.95953767	1	< 0.1%
367451.087635496	1	< 0.1%
370718.68095386	1	< 0.1%

Value	Count	Frequency (%)
407824.887002439	1	< 0.1%
407663.462947301	1	< 0.1%
407472.686463578	1	< 0.1%
407161.891842701	1	< 0.1%
407121.882187494	1	< 0.1%
407037.787059465	1	< 0.1%
406982.053033795	1	< 0.1%
405370.623777615	1	< 0.1%
403981.485891989	1	< 0.1%
403804.630703364	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	7543
Distinct (%)	77.8%
Missing	310
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	187012.71

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	178253.72
Q1	183202.38
median	187252.53
Q3	190887.54
95-th percentile	195691.51
Maximum	349970.06
Range	176027.27
Interquartile range (IQR)	7685.167

Descriptive statistics

Standard deviation	5802.4031
Coefficient of variation (CV)	0.031026784
Kurtosis	63.86851
Mean	187012.71
Median Absolute Deviation (MAD)	3713.3835
Skewness	2.441295
Sum	1.8121532 × 10⁹
Variance	33667882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187771.511373596	23	0.2%
186268.853282623	19	0.2%
175314.286676535	18	0.2%
187644.220019205	17	0.2%
187720.511056894	15	0.1%
187887.931705979	13	0.1%
190531.622508818	13	0.1%
188619.149645081	12	0.1%
183052.21115244	12	0.1%
187784.843934451	12	0.1%
Other values (7533)	9536	95.4%
(Missing)	310	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173942.787360397	1	< 0.1%
173961.753544726	1	< 0.1%
173961.914773076	1	< 0.1%
173969.719902491	1	< 0.1%
174031.935803657	1	< 0.1%
174035.700224564	2	< 0.1%
174101.406639044	3	< 0.1%
174107.728805438	1	< 0.1%
174149.475814107	1	< 0.1%
174156.617297535	1	< 0.1%

Value	Count	Frequency (%)
349970.057043	1	< 0.1%
206512.517255249	2	< 0.1%
206353.855586145	2	< 0.1%
206285.479401732	1	< 0.1%
206184.609573703	5	0.1%
206175.365141713	1	< 0.1%
206166.902182052	1	< 0.1%
206145.8644854	1	< 0.1%
206138.724866676	1	< 0.1%
206120.302153948	1	< 0.1%

위생업태명
Categorical

Distinct	30
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

미용업	3996
미용업(일반)	2980
미용업(피부)	945
일반미용업	437
미용업(손톱ㆍ발톱)	385
Other values (25)	1257

Length

Max length	31
Median length	28
Mean length	6.0845
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	3996	40.0%
미용업(일반)	2980	29.8%
미용업(피부)	945	9.4%
일반미용업	437	4.4%
미용업(손톱ㆍ발톱)	385	3.9%
미용업(종합)	322	3.2%
피부미용업	172	1.7%
네일미용업	102	1.0%
미용업(손톱ㆍ발톱), 미용업(화장ㆍ분장)	76	0.8%
미용업(피부), 미용업(손톱ㆍ발톱)	72	0.7%
Other values (20)	513	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	4094	38.2%
미용업(일반	3144	29.3%
미용업(피부	1160	10.8%
미용업(손톱ㆍ발톱	666	6.2%
일반미용업	475	4.4%
미용업(종합	322	3.0%
미용업(화장ㆍ분장	306	2.9%
피부미용업	215	2.0%
네일미용업	174	1.6%
화장ㆍ분장	98	0.9%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	42
Distinct (%)	0.5%
Missing	2217
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.6282924

Minimum	0
Maximum	61
Zeros	2823
Zeros (%)	28.2%
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	61
Range	61
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.9548605
Coefficient of variation (CV)	1.5047262
Kurtosis	36.314714
Mean	2.6282924
Median Absolute Deviation (MAD)	2
Skewness	4.8221801
Sum	20456
Variance	15.640921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	2823	28.2%
2	1309	13.1%
3	1077	10.8%
4	973	9.7%
5	523	5.2%
1	416	4.2%
6	185	1.8%
7	94	0.9%
9	60	0.6%
8	59	0.6%
Other values (32)	264	2.6%
(Missing)	2217	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2823	28.2%
1	416	4.2%
2	1309	13.1%
3	1077	10.8%
4	973	9.7%
5	523	5.2%
6	185	1.8%
7	94	0.9%
8	59	0.6%
9	60	0.6%

Value	Count	Frequency (%)
61	1	< 0.1%
47	1	< 0.1%
43	4	< 0.1%
42	3	< 0.1%
41	1	< 0.1%
39	2	< 0.1%
38	4	< 0.1%
37	3	< 0.1%
36	1	< 0.1%
35	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	0.2%
Missing	3126
Missing (%)	31.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.3868199

Minimum	0
Maximum	15
Zeros	5047
Zeros (%)	50.5%
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	2
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.89800253
Coefficient of variation (CV)	2.3215003
Kurtosis	43.312975
Mean	0.3868199
Median Absolute Deviation (MAD)	0
Skewness	4.995767
Sum	2659
Variance	0.80640854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	5047	50.5%
1	1458	14.6%
2	178	1.8%
3	76	0.8%
5	52	0.5%
4	34	0.3%
6	14	0.1%
7	6	0.1%
8	4	< 0.1%
10	2	< 0.1%
Other values (2)	3	< 0.1%
(Missing)	3126	31.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5047	50.5%
1	1458	14.6%
2	178	1.8%
3	76	0.8%
4	34	0.3%
5	52	0.5%
6	14	0.1%
7	6	0.1%
8	4	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
15	2	< 0.1%
13	1	< 0.1%
10	2	< 0.1%
8	4	< 0.1%
7	6	0.1%
6	14	0.1%
5	52	0.5%
4	34	0.3%
3	76	0.8%
2	178	1.8%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	2800
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3356944

Minimum	0
Maximum	37
Zeros	1436
Zeros (%)	14.4%
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	1.4112454
Coefficient of variation (CV)	1.0565631
Kurtosis	121.53466
Mean	1.3356944
Median Absolute Deviation (MAD)	0
Skewness	6.5231143
Sum	9617
Variance	1.9916136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	3626	36.3%
0	1436	14.4%
2	1327	13.3%
3	456	4.6%
4	160	1.6%
5	78	0.8%
6	45	0.4%
7	30	0.3%
8	14	0.1%
10	8	0.1%
Other values (5)	20	0.2%
(Missing)	2800	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1436	14.4%
1	3626	36.3%
2	1327	13.3%
3	456	4.6%
4	160	1.6%
5	78	0.8%
6	45	0.4%
7	30	0.3%
8	14	0.1%
9	7	0.1%

Value	Count	Frequency (%)
37	2	< 0.1%
13	3	< 0.1%
12	3	< 0.1%
11	5	0.1%
10	8	0.1%
9	7	0.1%
8	14	0.1%
7	30	0.3%
6	45	0.4%
5	78	0.8%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	0.2%
Missing	4224
Missing (%)	42.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3573407

Minimum	0
Maximum	18
Zeros	985
Zeros (%)	9.8%
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	18
Range	18
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2593167
Coefficient of variation (CV)	0.92778231
Kurtosis	18.111539
Mean	1.3573407
Median Absolute Deviation (MAD)	0
Skewness	3.0411297
Sum	7840
Variance	1.5858786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	3038	30.4%
2	1102	11.0%
0	985	9.8%
3	385	3.9%
4	117	1.2%
5	62	0.6%
6	33	0.3%
7	21	0.2%
8	13	0.1%
10	10	0.1%
Other values (4)	10	0.1%
(Missing)	4224	42.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	985	9.8%
1	3038	30.4%
2	1102	11.0%
3	385	3.9%
4	117	1.2%
5	62	0.6%
6	33	0.3%
7	21	0.2%
8	13	0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
13	2	< 0.1%
12	3	< 0.1%
10	10	0.1%
9	4	< 0.1%
8	13	0.1%
7	21	0.2%
6	33	0.3%
5	62	0.6%
4	117	1.2%

사용시작지하층
Categorical

IMBALANCE

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

<NA>	5808
0	4021
1	151
2	17
3	2

Length

Max length	4
Median length	4
Mean length	2.7424
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5808	58.1%
0	4021	40.2%
1	151	1.5%
2	17	0.2%
3	2	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5808	58.1%
0	4021	40.2%
1	151	1.5%
2	17	0.2%
3	2	< 0.1%
4	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

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

<NA>	6901
0	2964
1	120
2	14
4	1

Length

Max length	4
Median length	4
Mean length	3.0703
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6901	69.0%
0	2964	29.6%
1	120	1.2%
2	14	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6901	69.0%
0	2964	29.6%
1	120	1.2%
2	14	0.1%
4	1	< 0.1%

한실수
Categorical

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

0	6497
<NA>	3503

Length

Max length	4
Median length	1
Mean length	2.0509
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6497	65.0%
<NA>	3503	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6497	65.0%
na	3503	35.0%

양실수
Categorical

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

0	6497
<NA>	3503

Length

Max length	4
Median length	1
Mean length	2.0509
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6497	65.0%
<NA>	3503	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6497	65.0%
na	3503	35.0%

욕실수
Categorical

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

0	6497
<NA>	3503

Length

Max length	4
Median length	1
Mean length	2.0509
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	6497	65.0%
<NA>	3503	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	6497	65.0%
na	3503	35.0%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	157
Missing (%)	1.6%
Memory size	97.7 KiB

False	9843
(Missing)	157

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9843	98.4%
(Missing)	157	1.6%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	0.4%
Missing	823
Missing (%)	8.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.2956304

Minimum	0
Maximum	38
Zeros	1375
Zeros (%)	13.8%
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	38
Range	38
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.8029781
Coefficient of variation (CV)	0.8505135
Kurtosis	19.171329
Mean	3.2956304
Median Absolute Deviation (MAD)	1
Skewness	3.0964529
Sum	30244
Variance	7.8566864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
3	3165	31.6%
2	1434	14.3%
4	1409	14.1%
0	1375	13.8%
5	539	5.4%
6	377	3.8%
1	209	2.1%
8	165	1.7%
7	135	1.4%
10	83	0.8%
Other values (23)	286	2.9%
(Missing)	823	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1375	13.8%
1	209	2.1%
2	1434	14.3%
3	3165	31.6%
4	1409	14.1%
5	539	5.4%
6	377	3.8%
7	135	1.4%
8	165	1.7%
9	58	0.6%

Value	Count	Frequency (%)
38	1	< 0.1%
36	2	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	2	< 0.1%
27	2	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
24	4	< 0.1%
23	3	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	4
Distinct (%)	100.0%
Missing	9996
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	83
Median length	43
Mean length	50.75
Min length	34

Characters and Unicode

Total characters	203
Distinct characters	74
Distinct categories	8 ?
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	4 ?
Unique (%)	100.0%

Sample

1st row	기한부영업신고기간:2006.10.19~2008.10.18 3. 이후 영업신고기간이 만료되어 연장신청을 하지않을경우 영업신고가 자동으로 말소됨
2nd row	가설건축물 존치기간 연장, 건축과-9379(2014.12.22)호 관련
3rd row	특정건축물 사용승인하였으나, 2007.7.13자 조건부영업신고 해제함(담당자:고제현)
4th row	가설건축물존치기한까지연장(영업신고기간:2017.03.01까지)

Value	Count	Frequency (%)
기한부영업신고기간:2006.10.19~2008.10.18	1	4.8%
존치기간	1	4.8%
해제함(담당자:고제현	1	4.8%
조건부영업신고	1	4.8%
2007.7.13자	1	4.8%
사용승인하였으나	1	4.8%
특정건축물	1	4.8%
관련	1	4.8%
건축과-9379(2014.12.22)호	1	4.8%
연장	1	4.8%
Other values (11)	11	52.4%

Most occurring characters

Value	Count	Frequency (%)
	22	10.8%
0	12	5.9%
.	11	5.4%
1	9	4.4%
2	8	3.9%
고	6	3.0%
기	6	3.0%
신	6	3.0%
업	5	2.5%
영	5	2.5%
Other values (64)	113	55.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	113	55.7%
Decimal Number	44	21.7%
Space Separator	22	10.8%
Other Punctuation	16	7.9%
Open Punctuation	3	1.5%
Close Punctuation	3	1.5%
Dash Punctuation	1	0.5%
Math Symbol	1	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
고	6	5.3%
기	6	5.3%
신	6	5.3%
업	5	4.4%
영	5	4.4%
건	5	4.4%
간	4	3.5%
축	4	3.5%
장	3	2.7%
물	3	2.7%
Other values (47)	66	58.4%

Decimal Number

Value	Count	Frequency (%)
0	12	27.3%
1	9	20.5%
2	8	18.2%
7	4	9.1%
3	4	9.1%
9	3	6.8%
8	2	4.5%
6	1	2.3%
4	1	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	11	68.8%
:	3	18.8%
,	2	12.5%

Space Separator

Value	Count	Frequency (%)
	22	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	113	55.7%
Common	90	44.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
고	6	5.3%
기	6	5.3%
신	6	5.3%
업	5	4.4%
영	5	4.4%
건	5	4.4%
간	4	3.5%
축	4	3.5%
장	3	2.7%
물	3	2.7%
Other values (47)	66	58.4%

Common

Value	Count	Frequency (%)
	22	24.4%
0	12	13.3%
.	11	12.2%
1	9	10.0%
2	8	8.9%
7	4	4.4%
3	4	4.4%
(	3	3.3%
9	3	3.3%
)	3	3.3%
Other values (7)	11	12.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	113	55.7%
ASCII	90	44.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	22	24.4%
0	12	13.3%
.	11	12.2%
1	9	10.0%
2	8	8.9%
7	4	4.4%
3	4	4.4%
(	3	3.3%
9	3	3.3%
)	3	3.3%
Other values (7)	11	12.2%

Hangul

Value	Count	Frequency (%)
고	6	5.3%
기	6	5.3%
신	6	5.3%
업	5	4.4%
영	5	4.4%
건	5	4.4%
간	4	3.5%
축	4	3.5%
장	3	2.7%
물	3	2.7%
Other values (47)	66	58.4%

조건부허가시작일자
Categorical

IMBALANCE

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

<NA>	9996
20051019	1
20141231	1
20060728	1
20150331	1

Length

Max length	8
Median length	4
Mean length	4.0016
Min length	4

Unique

Unique	4 ?
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>	9996	> 99.9%
20051019	1	< 0.1%
20141231	1	< 0.1%
20060728	1	< 0.1%
20150331	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
20051019	1	< 0.1%
20141231	1	< 0.1%
20060728	1	< 0.1%
20150331	1	< 0.1%

조건부허가종료일자
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	9994
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	16757364

Minimum	2
Maximum	20170301
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	5015256
Q1	20063440
median	20075818
Q3	20141155
95-th percentile	20168033
Maximum	20170301
Range	20170299
Interquartile range (IQR)	77714.75

Descriptive statistics

Standard deviation	8209531.9
Coefficient of variation (CV)	0.48990592
Kurtosis	5.9993123
Mean	16757364
Median Absolute Deviation (MAD)	50106
Skewness	-2.449309
Sum	1.0054419 × 10⁸
Variance	6.7396415 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	1	< 0.1%
20061018	1	< 0.1%
20161230	1	< 0.1%
20070706	1	< 0.1%
20170301	1	< 0.1%
20080929	1	< 0.1%
(Missing)	9994	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
20061018	1	< 0.1%
20070706	1	< 0.1%
20080929	1	< 0.1%
20161230	1	< 0.1%
20170301	1	< 0.1%

Value	Count	Frequency (%)
20170301	1	< 0.1%
20161230	1	< 0.1%
20080929	1	< 0.1%
20070706	1	< 0.1%
20061018	1	< 0.1%
2	1	< 0.1%

건물소유구분명
Categorical

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

<NA>	7716
임대	2199
자가	85

Length

Max length	4
Median length	4
Mean length	3.5432
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7716	77.2%
임대	2199	22.0%
자가	85	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7716	77.2%
임대	2199	22.0%
자가	85	0.9%

세탁기수
Categorical

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

0	5420
<NA>	4579
5	1

Length

Max length	4
Median length	1
Mean length	2.3737
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5420	54.2%
<NA>	4579	45.8%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5420	54.2%
na	4579	45.8%
5	1	< 0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.3%
Missing	7683
Missing (%)	76.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.079413034

Minimum	0
Maximum	8
Zeros	2177
Zeros (%)	21.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.39062193
Coefficient of variation (CV)	4.9188642
Kurtosis	117.97989
Mean	0.079413034
Median Absolute Deviation (MAD)	0
Skewness	8.8502866
Sum	184
Variance	0.15258549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	2177	21.8%
1	119	1.2%
2	11	0.1%
4	4	< 0.1%
3	3	< 0.1%
5	2	< 0.1%
8	1	< 0.1%
(Missing)	7683	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2177	21.8%
1	119	1.2%
2	11	0.1%
3	3	< 0.1%
4	4	< 0.1%
5	2	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
5	2	< 0.1%
4	4	< 0.1%
3	3	< 0.1%
2	11	0.1%
1	119	1.2%
0	2177	21.8%

남성종사자수
Categorical

IMBALANCE

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

<NA>	7698
0	2281
1	20
2	1

Length

Max length	4
Median length	4
Mean length	3.3094
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7698	77.0%
0	2281	22.8%
1	20	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7698	77.0%
0	2281	22.8%
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	5170
<NA>	4830

Length

Max length	4
Median length	1
Mean length	2.449
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	5170	51.7%
<NA>	4830	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5170	51.7%
na	4830	48.3%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	0.4%
Missing	4872
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.94052262

Minimum	0
Maximum	20
Zeros	3473
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.812385
Coefficient of variation (CV)	1.9269978
Kurtosis	12.338406
Mean	0.94052262
Median Absolute Deviation (MAD)	0
Skewness	2.8576338
Sum	4823
Variance	3.2847395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	3473	34.7%
2	533	5.3%
1	405	4.0%
3	266	2.7%
4	155	1.6%
5	104	1.0%
6	89	0.9%
7	47	0.5%
8	26	0.3%
10	12	0.1%
Other values (9)	18	0.2%
(Missing)	4872	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3473	34.7%
1	405	4.0%
2	533	5.3%
3	266	2.7%
4	155	1.6%
5	104	1.0%
6	89	0.9%
7	47	0.5%
8	26	0.3%
9	7	0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	3	< 0.1%
11	1	< 0.1%
10	12	0.1%
9	7	0.1%

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
12668	12669	미용업	05_18_01_P	3290000	3290000-204-2003-00039	20030828	<NA>	3	폐업	2	폐업	20050718	<NA>	<NA>	<NA>	051 8086999	93.58	614844	부산광역시 부산진구 부전동 264-22번지	<NA>	<NA>	헤어카페준	20030828000000	I	2018-08-31 23:59:59.0	일반미용업	387502.655662	186462.259017	미용업	4	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	5	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
6508	6509	미용업	05_18_01_P	3350000	3350000-212-2016-00013	20160926	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 516 7707	49.23	609842	부산광역시 금정구 장전동 652-49	부산광역시 금정구 온천장로 129, 2층 (장전동)	46300	블루밍영(young)	20200818132750	U	2020-08-20 02:40:00.0	기타	389754.925451	193431.957648	미용업(피부)	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N	<NA>
16460	16461	미용업	05_18_01_P	3340000	3340000-204-2005-00007	20050105	<NA>	3	폐업	2	폐업	20051227	<NA>	<NA>	<NA>	051 2070710	14.80	604802	부산광역시 사하구 감천동 30-18번지	<NA>	<NA>	영미용실	20050926000000	I	2018-08-31 23:59:59.0	일반미용업	382913.276313	178497.055783	미용업	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
8574	8575	미용업	05_18_01_P	3270000	3270000-212-2017-00003	20170601	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	62.40	601803	부산광역시 동구 범일동 640-15번지	부산광역시 동구 진시장로 21-4 (범일동, 3층)	48735	힐링카페	20170615094902	I	2018-08-31 23:59:59.0	피부미용업	387595.818539	183961.615876	미용업(피부)	4	0	3	3	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	임대	0	0	0	0	2	N	<NA>
21978	21979	미용업	05_18_01_P	3390000	3390000-204-2006-00026	20060705	<NA>	3	폐업	2	폐업	20100524	<NA>	<NA>	<NA>	051 3228546	38.00	617841	부산광역시 사상구 학장동 541번지	<NA>	<NA>	서준헤어샵	20080711134028	I	2018-08-31 23:59:59.0	일반미용업	381079.343586	184407.88759	미용업	4	1	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
20104	20105	미용업	05_18_01_P	3330000	3330000-212-2013-00027	20130903	<NA>	3	폐업	2	폐업	20171024	<NA>	<NA>	<NA>	051 521 0444	25.09	612826	부산광역시 해운대구 우동 1088-8번지 제1층	부산광역시 해운대구 해운대로 399-1 (우동, 제1층)	48063	뷰티러쉬	20171024164802	I	2018-08-31 23:59:59.0	피부미용업	394908.867518	187557.937694	미용업(피부)	1	0	1	<NA>	<NA>	<NA>	0	0	0	N	6	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	2	N	<NA>
5190	5191	미용업	05_18_01_P	3380000	3380000-211-1992-00002	19921026	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7581450	24.39	613825	부산광역시 수영구 망미동 777번지 삼성@ 상가동 4층	부산광역시 수영구 연수로310번길 74, 상가동동 4층 (망미동, 삼성@)	48238	태양	20130610110557	I	2018-08-31 23:59:59.0	일반미용업	391420.713034	187567.309029	미용업(일반)	4	0	4	4	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
19949	19950	미용업	05_18_01_P	3380000	3380000-213-2008-00001	20081217	<NA>	3	폐업	2	폐업	20130409	<NA>	<NA>	<NA>	051 7539399	33.03	613830	부산광역시 수영구 수영동 447-22번지	부산광역시 수영구 수영로725번길 48, 3층 (수영동)	48228	민스킨 & 바디	20130218133456	I	2018-08-31 23:59:59.0	피부미용업	392720.341025	187539.405652	미용업(종합)	4	0	3	3	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	3	N	<NA>
11152	11153	미용업	05_18_01_P	3340000	3340000-211-2018-00048	20181024	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.30	604833	부산광역시 사하구 신평동 33-127번지	부산광역시 사하구 다대로120번길 1, 1층 (신평동)	49440	해피염색방	20200106112724	U	2020-01-08 02:40:00.0	일반미용업	379978.650291	178887.571799	미용업(일반)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
13087	13088	미용업	05_18_01_P	3370000	3370000-204-1984-00882	19841211	<NA>	3	폐업	2	폐업	20050913	<NA>	<NA>	<NA>	051	70.09	611831	부산광역시 연제구 연산동 1124-3번지 T통B반	<NA>	<NA>	목화	20050913000000	I	2018-08-31 23:59:59.0	일반미용업	389427.914338	189624.47218	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	4	<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
9981	9982	미용업	05_18_01_P	3370000	3370000-212-2016-00017	20160429	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	24.50	611816	부산광역시 연제구 연산동 365-19번지	부산광역시 연제구 안연로23번길 51, 1층 (연산동)	47562	LUCE(루케뷰티)	20200429102945	U	2020-05-01 02:40:00.0	피부미용업	390980.369443	189872.403845	미용업(피부)	0	0	1	1	<NA>	<NA>	0	0	0	N	1	<NA>	<NA>	<NA>	<NA>	0	0	0	0	1	N	<NA>
9608	9609	미용업	05_18_01_P	3280000	3280000-211-2018-00009	20180801	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	61.75	606812	부산광역시 영도구 봉래동5가 103-1번지	부산광역시 영도구 하나길 747, 1층 (봉래동5가)	49026	숙헤어샵	20190125100136	U	2019-01-27 02:40:00.0	일반미용업	387151.170896	179158.169943	미용업(일반)	2	1	1	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
10035	10036	미용업	05_18_01_P	3300000	3300000-211-2020-00020	20200727	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.32	607809	부산광역시 동래구 명장동 135-63	부산광역시 동래구 명안로 90-1, 1층 (명장동)	47774	유월싸롱(U-WOL SALON)	20200828102332	U	2020-08-30 02:40:00.0	일반미용업	391604.533132	191512.572243	일반미용업	0	0	1	1	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2656	2657	미용업	05_18_01_P	3340000	3340000-211-2017-00054	20171120	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.78	604825	부산광역시 사하구 다대동 854-3번지 1층	부산광역시 사하구 다대동로 47, 1층 (다대동)	49523	엘샤론코리아 All-멋 다대3호점	20171208091428	I	2018-08-31 23:59:59.0	일반미용업	379912.452372	174942.945162	미용업(일반)	2	0	1	1	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N	<NA>
768	769	미용업	05_18_01_P	3390000	3390000-215-2019-00003	20190225	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 75431107	34.09	617833	부산광역시 사상구 주례동 80-46번지	부산광역시 사상구 가야대로366번길 56, 2층 (주례동)	47009	네일더 예쁜눈	20191023131856	U	2019-10-25 02:40:00.0	네일아트업	383348.777259	185121.011516	미용업(손톱ㆍ발톱)	0	0	2	2	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
22436	22437	미용업	05_18_01_P	3290000	3290000-204-1987-02498	19870820	<NA>	3	폐업	2	폐업	20071107	<NA>	<NA>	<NA>	051 8950496	18.48	614813	부산광역시 부산진구 개금동 146-4번지	<NA>	<NA>	산장	20020502000000	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	3	0	1	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
13045	13046	미용업	05_18_01_P	3370000	3370000-212-2010-00005	20100401	<NA>	3	폐업	2	폐업	20120222	<NA>	<NA>	<NA>	051 868 1356	170.61	611820	부산광역시 연제구 연산동 588-3번지	부산광역시 연제구 반송로 33 (연산동)	47520	위즈	20120222180055	I	2018-08-31 23:59:59.0	피부미용업	389763.45843	189676.126926	미용업(피부)	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	8	N	<NA>
3355	3356	미용업	05_18_01_P	3350000	3350000-215-2019-00003	20190425	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	5.00	609843	부산광역시 금정구 청룡동 30-6번지	부산광역시 금정구 청룡예전로 11-1, 102호 (청룡동)	46218	아름이네일	20190603111827	U	2019-06-05 02:40:00.0	네일아트업	390209.682595	199218.623338	미용업(손톱ㆍ발톱)	8	1	1	1	0	0	0	0	0	N	1	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
17723	17724	미용업	05_18_01_P	3380000	3380000-211-2006-00004	20060929	<NA>	3	폐업	2	폐업	20150417	<NA>	<NA>	<NA>	051 7596648	41.40	613824	부산광역시 수영구 망미동 884-27번지	부산광역시 수영구 망미배산로70번길 12 (망미동)	<NA>	스타일 리쉬	20110602111731	I	2018-08-31 23:59:59.0	일반미용업	391331.207715	188244.755241	미용업(일반)	3	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	5	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
19187	19188	미용업	05_18_01_P	3340000	3340000-213-2009-00017	20090420	<NA>	3	폐업	2	폐업	20130410	<NA>	<NA>	<NA>	051 293 8428	52.80	604812	부산광역시 사하구 괴정동 494-32번지 오성빌라 상가 B동 113호	<NA>	<NA>	sen 뷰티 아로마	20090420114621	I	2018-08-31 23:59:59.0	피부미용업	381584.975982	179080.243261	미용업(종합)	4	1	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	5	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

Compat Jamo

Most occurring characters

Most occurring categories