gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1812
Missing cells	16320
Missing cells (%)	17.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	780.5 KiB
Average record size in memory	441.1 B

Variable types

Numeric	14
Categorical	22
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2021-11-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123185

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (63.5%)	Imbalance
`위생업태명` is highly imbalanced (63.5%)	Imbalance
`사용끝지하층` is highly imbalanced (53.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (85.6%)	Imbalance
`남성종사자수` is highly imbalanced (84.1%)	Imbalance
`다중이용업소여부` is highly imbalanced (86.6%)	Imbalance
`인허가취소일자` has 1812 (100.0%) missing values	Missing
`폐업일자` has 782 (43.2%) missing values	Missing
`휴업시작일자` has 1812 (100.0%) missing values	Missing
`휴업종료일자` has 1812 (100.0%) missing values	Missing
`재개업일자` has 1812 (100.0%) missing values	Missing
`소재지전화` has 118 (6.5%) missing values	Missing
`도로명전체주소` has 618 (34.1%) missing values	Missing
`도로명우편번호` has 670 (37.0%) missing values	Missing
`좌표정보(x)` has 103 (5.7%) missing values	Missing
`좌표정보(y)` has 103 (5.7%) missing values	Missing
`건물지상층수` has 428 (23.6%) missing values	Missing
`건물지하층수` has 664 (36.6%) missing values	Missing
`사용시작지상층` has 616 (34.0%) missing values	Missing
`사용끝지상층` has 729 (40.2%) missing values	Missing
`욕실수` has 602 (33.2%) missing values	Missing
`조건부허가신고사유` has 1811 (99.9%) missing values	Missing
`Unnamed: 50` has 1812 (100.0%) missing values	Missing
`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 357 (19.7%) zeros	Zeros
`건물지하층수` has 548 (30.2%) zeros	Zeros
`사용시작지상층` has 365 (20.1%) zeros	Zeros
`사용끝지상층` has 225 (12.4%) zeros	Zeros
`욕실수` has 629 (34.7%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:44:25.424903
Analysis finished	2024-04-17 21:44:26.338352
Duration	0.91 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1812
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	906.5

Minimum	1
Maximum	1812
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	1
5-th percentile	91.55
Q1	453.75
median	906.5
Q3	1359.25
95-th percentile	1721.45
Maximum	1812
Range	1811
Interquartile range (IQR)	905.5

Descriptive statistics

Standard deviation	523.22366
Coefficient of variation (CV)	0.57719102
Kurtosis	-1.2
Mean	906.5
Median Absolute Deviation (MAD)	453
Skewness	0
Sum	1642578
Variance	273763
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1192	1	0.1%
1218	1	0.1%
1217	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%
1212	1	0.1%
1211	1	0.1%
Other values (1802)	1802	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	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%
10	1	0.1%

Value	Count	Frequency (%)
1812	1	0.1%
1811	1	0.1%
1810	1	0.1%
1809	1	0.1%
1808	1	0.1%
1807	1	0.1%
1806	1	0.1%
1805	1	0.1%
1804	1	0.1%
1803	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

목욕장업	1812

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
목욕장업	1812	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1812	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

11_44_01_P	1812

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11_44_01_P
2nd row	11_44_01_P
3rd row	11_44_01_P
4th row	11_44_01_P
5th row	11_44_01_P

Common Values

Value	Count	Frequency (%)
11_44_01_P	1812	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1812	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322902.9

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39930.44
Coefficient of variation (CV)	0.012016734
Kurtosis	-0.90851161
Mean	3322902.9
Median Absolute Deviation (MAD)	30000
Skewness	0.13738707
Sum	6.0211 × 10⁹
Variance	1.59444 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	222	12.3%
3340000	173	9.5%
3300000	164	9.1%
3330000	159	8.8%
3310000	146	8.1%
3370000	130	7.2%
3320000	124	6.8%
3350000	114	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	374	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	62	3.4%
3260000	73	4.0%
3270000	94	5.2%
3280000	72	4.0%
3290000	222	12.3%
3300000	164	9.1%
3310000	146	8.1%
3320000	124	6.8%
3330000	159	8.8%
3340000	173	9.5%

Value	Count	Frequency (%)
3400000	45	2.5%
3390000	93	5.1%
3380000	112	6.2%
3370000	130	7.2%
3360000	29	1.6%
3350000	114	6.3%
3340000	173	9.5%
3330000	159	8.8%
3320000	124	6.8%
3310000	146	8.1%

관리번호
Text

UNIQUE

Distinct	1812
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	39864
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	1812 ?
Unique (%)	100.0%

Sample

1st row	3400000-202-2003-00002
2nd row	3400000-202-2000-00091
3rd row	3400000-202-1992-00084
4th row	3400000-202-1994-00408
5th row	3400000-202-1994-00407

Value	Count	Frequency (%)
3400000-202-2003-00002	1	0.1%
3370000-202-1984-00458	1	0.1%
3350000-202-2006-00001	1	0.1%
3350000-202-2013-00001	1	0.1%
3360000-202-2019-00003	1	0.1%
3360000-202-2019-00001	1	0.1%
3360000-202-2019-00002	1	0.1%
3360000-202-1992-00003	1	0.1%
3360000-202-1991-00003	1	0.1%
3360000-202-2006-00001	1	0.1%
Other values (1802)	1802	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15358	38.5%
2	5641	14.2%
-	5436	13.6%
3	3930	9.9%
1	2744	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34428	86.4%
Dash Punctuation	5436	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15358	44.6%
2	5641	16.4%
3	3930	11.4%
1	2744	8.0%
9	2539	7.4%
8	1141	3.3%
4	946	2.7%
7	837	2.4%
5	693	2.0%
6	599	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5436	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39864	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15358	38.5%
2	5641	14.2%
-	5436	13.6%
3	3930	9.9%
1	2744	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39864	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15358	38.5%
2	5641	14.2%
-	5436	13.6%
3	3930	9.9%
1	2744	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

인허가일자
Real number (ℝ)

Distinct	1527
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19909689

Minimum	19540131
Maximum	20210914
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700470
Q1	19830456
median	19901122
Q3	20010312
95-th percentile	20101063
Maximum	20210914
Range	670783
Interquartile range (IQR)	179856.5

Descriptive statistics

Standard deviation	122952.09
Coefficient of variation (CV)	0.0061754906
Kurtosis	-0.35411591
Mean	19909689
Median Absolute Deviation (MAD)	80816
Skewness	-0.058444591
Sum	3.6076356 × 10¹⁰
Variance	1.5117217 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
19921202	8	0.4%
19960710	6	0.3%
19971227	6	0.3%
20000420	5	0.3%
20030115	5	0.3%
19820928	5	0.3%
19830304	5	0.3%
19840908	4	0.2%
Other values (1517)	1744	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19540131	1	0.1%
19601210	3	0.2%
19630108	1	0.1%
19630109	3	0.2%
19630110	15	0.8%
19630610	4	0.2%
19631001	1	0.1%
19640211	1	0.1%
19640915	1	0.1%
19641015	1	0.1%

Value	Count	Frequency (%)
20210914	1	0.1%
20210525	1	0.1%
20210401	1	0.1%
20210316	1	0.1%
20201013	1	0.1%
20200924	1	0.1%
20200921	1	0.1%
20200908	1	0.1%
20200827	1	0.1%
20200708	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1812
Missing (%)	100.0%
Memory size	16.1 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

3	1030
1	782

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	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	1030	56.8%
1	782	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1030	56.8%
1	782	43.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

폐업	1030
영업/정상	782

Length

Max length	5
Median length	2
Mean length	3.294702
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1030	56.8%
영업/정상	782	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1030	56.8%
영업/정상	782	43.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

2	1030
1	782

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	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	1030	56.8%
1	782	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1030	56.8%
1	782	43.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

폐업	1030
영업	782

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	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	1030	56.8%
영업	782	43.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1030	56.8%
영업	782	43.2%

폐업일자
Real number (ℝ)

MISSING

Distinct	865
Distinct (%)	84.0%
Missing	782
Missing (%)	43.2%
Infinite	0
Infinite (%)	0.0%
Mean	20097323

Minimum	19860612
Maximum	20210928
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	19860612
5-th percentile	19990462
Q1	20050950
median	20100522
Q3	20150529
95-th percentile	20200669
Maximum	20210928
Range	350316
Interquartile range (IQR)	99579

Descriptive statistics

Standard deviation	66353.826
Coefficient of variation (CV)	0.003301625
Kurtosis	-0.002280445
Mean	20097323
Median Absolute Deviation (MAD)	49884
Skewness	-0.41002503
Sum	2.0700243 × 10¹⁰
Variance	4.4028302 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050121	12	0.7%
20001130	7	0.4%
20051017	7	0.4%
20030401	5	0.3%
20170310	5	0.3%
20030122	4	0.2%
20141030	4	0.2%
20190226	4	0.2%
20120621	4	0.2%
19991111	3	0.2%
Other values (855)	975	53.8%
(Missing)	782	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19860612	1	0.1%
19870602	1	0.1%
19871229	1	0.1%
19890607	1	0.1%
19891016	1	0.1%
19900228	1	0.1%
19900705	1	0.1%
19901019	2	0.1%
19911220	1	0.1%
19920305	1	0.1%

Value	Count	Frequency (%)
20210928	1	0.1%
20210924	1	0.1%
20210916	1	0.1%
20210824	1	0.1%
20210819	1	0.1%
20210806	1	0.1%
20210803	1	0.1%
20210730	1	0.1%
20210726	1	0.1%
20210715	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1812
Missing (%)	100.0%
Memory size	16.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1812
Missing (%)	100.0%
Memory size	16.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1812
Missing (%)	100.0%
Memory size	16.1 KiB

소재지전화
Text

MISSING

Distinct	1610
Distinct (%)	95.0%
Missing	118
Missing (%)	6.5%
Memory size	14.3 KiB

Length

Max length	12
Median length	11
Mean length	10.904368
Min length	3

Characters and Unicode

Total characters	18472
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	1571 ?
Unique (%)	92.7%

Sample

1st row	051 7243994
2nd row	051 7222537
3rd row	051 7221054
4th row	051 7211997
5th row	051 7273302

Value	Count	Frequency (%)
051	1640	45.6%
893	7	0.2%
808	7	0.2%
070	6	0.2%
261	5	0.1%
802	5	0.1%
897	5	0.1%
891	5	0.1%
816	5	0.1%
208	4	0.1%
Other values (1765)	1908	53.0%

Most occurring characters

Value	Count	Frequency (%)
5	3050	16.5%
0	2842	15.4%
1	2766	15.0%
	1912	10.4%
2	1449	7.8%
3	1301	7.0%
6	1229	6.7%
4	1109	6.0%
7	1074	5.8%
8	1036	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16560	89.6%
Space Separator	1912	10.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3050	18.4%
0	2842	17.2%
1	2766	16.7%
2	1449	8.8%
3	1301	7.9%
6	1229	7.4%
4	1109	6.7%
7	1074	6.5%
8	1036	6.3%
9	704	4.3%

Space Separator

Value	Count	Frequency (%)
	1912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18472	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3050	16.5%
0	2842	15.4%
1	2766	15.0%
	1912	10.4%
2	1449	7.8%
3	1301	7.0%
6	1229	6.7%
4	1109	6.0%
7	1074	5.8%
8	1036	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18472	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3050	16.5%
0	2842	15.4%
1	2766	15.0%
	1912	10.4%
2	1449	7.8%
3	1301	7.0%
6	1229	6.7%
4	1109	6.0%
7	1074	5.8%
8	1036	5.6%

소재지면적
Text

Distinct	1592
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Memory size	14.3 KiB

Length

Max length	8
Median length	6
Mean length	5.9711592
Min length	3

Characters and Unicode

Total characters	10766
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	1508 ?
Unique (%)	83.6%

Sample

1st row	348.16
2nd row	384.00
3rd row	609.82
4th row	183.56
5th row	395.22

Value	Count	Frequency (%)
00	117	6.5%
330.00	5	0.3%
798.24	3	0.2%
284.00	3	0.2%
427.44	3	0.2%
363.30	3	0.2%
93.73	3	0.2%
426.00	3	0.2%
478.00	3	0.2%
506.24	3	0.2%
Other values (1582)	1657	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1803	16.7%
0	1439	13.4%
2	1064	9.9%
3	1008	9.4%
4	934	8.7%
1	905	8.4%
8	704	6.5%
6	700	6.5%
5	695	6.5%
7	678	6.3%
Other values (2)	836	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8803	81.8%
Other Punctuation	1963	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1439	16.3%
2	1064	12.1%
3	1008	11.5%
4	934	10.6%
1	905	10.3%
8	704	8.0%
6	700	8.0%
5	695	7.9%
7	678	7.7%
9	676	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	1803	91.8%
,	160	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	10766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1803	16.7%
0	1439	13.4%
2	1064	9.9%
3	1008	9.4%
4	934	8.7%
1	905	8.4%
8	704	6.5%
6	700	6.5%
5	695	6.5%
7	678	6.3%
Other values (2)	836	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1803	16.7%
0	1439	13.4%
2	1064	9.9%
3	1008	9.4%
4	934	8.7%
1	905	8.4%
8	704	6.5%
6	700	6.5%
5	695	6.5%
7	678	6.3%
Other values (2)	836	7.8%

소재지우편번호
Real number (ℝ)

Distinct	630
Distinct (%)	34.9%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610419.65

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	600011
5-th percentile	601811
Q1	606809
median	611800
Q3	614820.5
95-th percentile	617833.7
Maximum	619953
Range	19942
Interquartile range (IQR)	8011.5

Descriptive statistics

Standard deviation	5167.1314
Coefficient of variation (CV)	0.0084648839
Kurtosis	-0.92056183
Mean	610419.65
Median Absolute Deviation (MAD)	3963
Skewness	-0.20702164
Sum	1.1030283 × 10⁹
Variance	26699247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604851	15	0.8%
612846	12	0.7%
612847	12	0.7%
608808	10	0.6%
608828	10	0.6%
614822	10	0.6%
607833	10	0.6%
607826	9	0.5%
613805	9	0.5%
613832	9	0.5%
Other values (620)	1701	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	1	0.1%
600017	1	0.1%
600021	1	0.1%
600022	4	0.2%
600023	1	0.1%
600025	1	0.1%
600032	1	0.1%
600042	1	0.1%
600044	1	0.1%

Value	Count	Frequency (%)
619953	2	0.1%
619952	3	0.2%
619951	4	0.2%
619913	1	0.1%
619912	2	0.1%
619911	2	0.1%
619906	3	0.2%
619905	5	0.3%
619904	3	0.2%
619903	7	0.4%

소재지전체주소
Text

Distinct	1741
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	54
Median length	44
Mean length	23.335541
Min length	16

Characters and Unicode

Total characters	42284
Distinct characters	276
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	1681 ?
Unique (%)	92.8%

Sample

1st row	부산광역시 기장군 기장읍 서부리 422번지
2nd row	부산광역시 기장군 기장읍 교리 352-8번지
3rd row	부산광역시 기장군 기장읍 청강리 226-7번지
4th row	부산광역시 기장군 철마면 장전리 366번지
5th row	부산광역시 기장군 일광면 칠암리 158-5번지

Value	Count	Frequency (%)
부산광역시	1812	22.4%
t통b반	334	4.1%
부산진구	222	2.7%
사하구	173	2.1%
동래구	164	2.0%
해운대구	159	2.0%
남구	146	1.8%
연제구	130	1.6%
북구	124	1.5%
금정구	114	1.4%
Other values (2176)	4697	58.2%

Most occurring characters

Value	Count	Frequency (%)
	6264	14.8%
산	2163	5.1%
부	2154	5.1%
동	2111	5.0%
1	1907	4.5%
광	1882	4.5%
구	1833	4.3%
시	1824	4.3%
역	1816	4.3%
-	1684	4.0%
Other values (266)	18646	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24614	58.2%
Decimal Number	8795	20.8%
Space Separator	6264	14.8%
Dash Punctuation	1684	4.0%
Uppercase Letter	683	1.6%
Other Punctuation	114	0.3%
Close Punctuation	61	0.1%
Open Punctuation	61	0.1%
Math Symbol	7	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2163	8.8%
부	2154	8.8%
동	2111	8.6%
광	1882	7.6%
구	1833	7.4%
시	1824	7.4%
역	1816	7.4%
지	1456	5.9%
번	1388	5.6%
반	385	1.6%
Other values (240)	7602	30.9%

Decimal Number

Value	Count	Frequency (%)
1	1907	21.7%
2	1135	12.9%
3	990	11.3%
4	893	10.2%
5	783	8.9%
6	679	7.7%
7	645	7.3%
8	612	7.0%
0	610	6.9%
9	541	6.2%

Uppercase Letter

Value	Count	Frequency (%)
B	342	50.1%
T	334	48.9%
W	2	0.3%
A	2	0.3%
L	1	0.1%
I	1	0.1%
G	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
,	112	98.2%
@	1	0.9%
.	1	0.9%

Space Separator

Value	Count	Frequency (%)
	6264	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1684	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24614	58.2%
Common	16986	40.2%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2163	8.8%
부	2154	8.8%
동	2111	8.6%
광	1882	7.6%
구	1833	7.4%
시	1824	7.4%
역	1816	7.4%
지	1456	5.9%
번	1388	5.6%
반	385	1.6%
Other values (240)	7602	30.9%

Common

Value	Count	Frequency (%)
	6264	36.9%
1	1907	11.2%
-	1684	9.9%
2	1135	6.7%
3	990	5.8%
4	893	5.3%
5	783	4.6%
6	679	4.0%
7	645	3.8%
8	612	3.6%
Other values (8)	1394	8.2%

Latin

Value	Count	Frequency (%)
B	342	50.0%
T	334	48.8%
W	2	0.3%
A	2	0.3%
Ⅱ	1	0.1%
L	1	0.1%
I	1	0.1%
G	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24614	58.2%
ASCII	17669	41.8%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6264	35.5%
1	1907	10.8%
-	1684	9.5%
2	1135	6.4%
3	990	5.6%
4	893	5.1%
5	783	4.4%
6	679	3.8%
7	645	3.7%
8	612	3.5%
Other values (15)	2077	11.8%

Hangul

Value	Count	Frequency (%)
산	2163	8.8%
부	2154	8.8%
동	2111	8.6%
광	1882	7.6%
구	1833	7.4%
시	1824	7.4%
역	1816	7.4%
지	1456	5.9%
번	1388	5.6%
반	385	1.6%
Other values (240)	7602	30.9%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1179
Distinct (%)	98.7%
Missing	618
Missing (%)	34.1%
Memory size	14.3 KiB

Length

Max length	59
Median length	50
Mean length	27.505025
Min length	20

Characters and Unicode

Total characters	32841
Distinct characters	336
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	1166 ?
Unique (%)	97.7%

Sample

1st row	부산광역시 기장군 기장읍 반송로 1545
2nd row	부산광역시 기장군 기장읍 차성동로 164-15
3rd row	부산광역시 기장군 기장읍 차성동로 63
4th row	부산광역시 기장군 일광면 삼성3길 55-1
5th row	부산광역시 기장군 장안읍 길천길 1-2

Value	Count	Frequency (%)
부산광역시	1194	19.1%
부산진구	154	2.5%
해운대구	103	1.6%
사하구	102	1.6%
남구	102	1.6%
동래구	99	1.6%
연제구	84	1.3%
북구	76	1.2%
금정구	75	1.2%
사상구	71	1.1%
Other values (1720)	4194	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5061	15.4%
동	1517	4.6%
산	1448	4.4%
부	1447	4.4%
광	1261	3.8%
시	1250	3.8%
구	1223	3.7%
역	1199	3.7%
(	1180	3.6%
)	1180	3.6%
Other values (326)	16075	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19784	60.2%
Decimal Number	5064	15.4%
Space Separator	5061	15.4%
Open Punctuation	1181	3.6%
Close Punctuation	1181	3.6%
Other Punctuation	343	1.0%
Dash Punctuation	199	0.6%
Uppercase Letter	14	< 0.1%
Math Symbol	13	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1517	7.7%
산	1448	7.3%
부	1447	7.3%
광	1261	6.4%
시	1250	6.3%
구	1223	6.2%
역	1199	6.1%
로	1138	5.8%
길	710	3.6%
번	669	3.4%
Other values (298)	7922	40.0%

Decimal Number

Value	Count	Frequency (%)
1	1143	22.6%
2	721	14.2%
3	626	12.4%
5	443	8.7%
4	433	8.6%
6	390	7.7%
0	381	7.5%
7	353	7.0%
9	290	5.7%
8	284	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	6	42.9%
A	4	28.6%
W	2	14.3%
I	1	7.1%
G	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	338	98.5%
.	3	0.9%
@	1	0.3%
*	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1180	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1180	99.9%
]	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	12	92.3%
～	1	7.7%

Space Separator

Value	Count	Frequency (%)
	5061	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	199	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19784	60.2%
Common	13042	39.7%
Latin	15	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1517	7.7%
산	1448	7.3%
부	1447	7.3%
광	1261	6.4%
시	1250	6.3%
구	1223	6.2%
역	1199	6.1%
로	1138	5.8%
길	710	3.6%
번	669	3.4%
Other values (298)	7922	40.0%

Common

Value	Count	Frequency (%)
	5061	38.8%
(	1180	9.0%
)	1180	9.0%
1	1143	8.8%
2	721	5.5%
3	626	4.8%
5	443	3.4%
4	433	3.3%
6	390	3.0%
0	381	2.9%
Other values (12)	1484	11.4%

Latin

Value	Count	Frequency (%)
B	6	40.0%
A	4	26.7%
W	2	13.3%
I	1	6.7%
G	1	6.7%
Ⅱ	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19784	60.2%
ASCII	13055	39.8%
None	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5061	38.8%
(	1180	9.0%
)	1180	9.0%
1	1143	8.8%
2	721	5.5%
3	626	4.8%
5	443	3.4%
4	433	3.3%
6	390	3.0%
0	381	2.9%
Other values (16)	1497	11.5%

Hangul

Value	Count	Frequency (%)
동	1517	7.7%
산	1448	7.3%
부	1447	7.3%
광	1261	6.4%
시	1250	6.3%
구	1223	6.2%
역	1199	6.1%
로	1138	5.8%
길	710	3.6%
번	669	3.4%
Other values (298)	7922	40.0%

None

Value	Count	Frequency (%)
～	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	76.8%
Missing	670
Missing (%)	37.0%
Infinite	0
Infinite (%)	0.0%
Mean	47879.257

Minimum	46002
Maximum	49523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	46002
5-th percentile	46249
Q1	47142
median	47870
Q3	48717.25
95-th percentile	49393.95
Maximum	49523
Range	3521
Interquartile range (IQR)	1575.25

Descriptive statistics

Standard deviation	980.89909
Coefficient of variation (CV)	0.020486932
Kurtosis	-1.039682
Mean	47879.257
Median Absolute Deviation (MAD)	745.5
Skewness	-0.078621683
Sum	54678111
Variance	962163.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48099	8	0.4%
47709	8	0.4%
47248	6	0.3%
46327	5	0.3%
46308	4	0.2%
48053	4	0.2%
47814	4	0.2%
48052	4	0.2%
47712	4	0.2%
48095	4	0.2%
Other values (867)	1091	60.2%
(Missing)	670	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	0.1%
46008	1	0.1%
46015	1	0.1%
46017	1	0.1%
46020	1	0.1%
46032	1	0.1%
46033	1	0.1%
46036	2	0.1%
46037	2	0.1%
46040	1	0.1%

Value	Count	Frequency (%)
49523	1	0.1%
49522	1	0.1%
49521	1	0.1%
49518	2	0.1%
49515	2	0.1%
49511	2	0.1%
49506	1	0.1%
49505	1	0.1%
49504	1	0.1%
49503	2	0.1%

사업장명
Text

Distinct	1137
Distinct (%)	62.7%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	25
Median length	3
Mean length	4.1181015
Min length	2

Characters and Unicode

Total characters	7462
Distinct characters	381
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	895 ?
Unique (%)	49.4%

Sample

1st row	에쿠스목욕장
2nd row	교리탕
3rd row	보광탕
4th row	철마목욕탕
5th row	풍년탕

Value	Count	Frequency (%)
사우나	23	1.2%
현대탕	21	1.1%
청수탕	21	1.1%
옥천탕	19	1.0%
산수탕	15	0.8%
천수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
평화탕	13	0.7%
제일탕	13	0.7%
Other values (1192)	1794	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1370	18.4%
수	301	4.0%
천	224	3.0%
대	182	2.4%
우	180	2.4%
사	168	2.3%
나	158	2.1%
	151	2.0%
동	123	1.6%
성	117	1.6%
Other values (371)	4488	60.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7194	96.4%
Space Separator	151	2.0%
Close Punctuation	37	0.5%
Open Punctuation	34	0.5%
Decimal Number	20	0.3%
Uppercase Letter	15	0.2%
Lowercase Letter	7	0.1%
Dash Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1370	19.0%
수	301	4.2%
천	224	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	123	1.7%
성	117	1.6%
호	113	1.6%
Other values (349)	4258	59.2%

Uppercase Letter

Value	Count	Frequency (%)
G	4	26.7%
O	2	13.3%
L	2	13.3%
W	2	13.3%
J	1	6.7%
M	1	6.7%
B	1	6.7%
F	1	6.7%
S	1	6.7%

Lowercase Letter

Value	Count	Frequency (%)
n	2	28.6%
o	2	28.6%
u	1	14.3%
r	1	14.3%
d	1	14.3%

Decimal Number

Value	Count	Frequency (%)
2	11	55.0%
4	9	45.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	50.0%
,	1	50.0%

Space Separator

Value	Count	Frequency (%)
	151	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7193	96.4%
Common	246	3.3%
Latin	22	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1370	19.0%
수	301	4.2%
천	224	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	123	1.7%
성	117	1.6%
호	113	1.6%
Other values (348)	4257	59.2%

Latin

Value	Count	Frequency (%)
G	4	18.2%
n	2	9.1%
o	2	9.1%
O	2	9.1%
L	2	9.1%
W	2	9.1%
u	1	4.5%
r	1	4.5%
J	1	4.5%
M	1	4.5%
Other values (4)	4	18.2%

Common

Value	Count	Frequency (%)
	151	61.4%
)	37	15.0%
(	34	13.8%
2	11	4.5%
4	9	3.7%
-	2	0.8%
.	1	0.4%
,	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7193	96.4%
ASCII	268	3.6%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1370	19.0%
수	301	4.2%
천	224	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	123	1.7%
성	117	1.6%
호	113	1.6%
Other values (348)	4257	59.2%

ASCII

Value	Count	Frequency (%)
	151	56.3%
)	37	13.8%
(	34	12.7%
2	11	4.1%
4	9	3.4%
G	4	1.5%
n	2	0.7%
o	2	0.7%
O	2	0.7%
L	2	0.7%
Other values (12)	14	5.2%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1517
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0127602 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.021093 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	1.999021 × 10¹³
5-th percentile	2.0020422 × 10¹³
Q1	2.0050211 × 10¹³
median	2.0141018 × 10¹³
Q3	2.0200402 × 10¹³
95-th percentile	2.0210618 × 10¹³
Maximum	2.021093 × 10¹³
Range	2.2072013 × 10¹¹
Interquartile range (IQR)	1.5019116 × 10¹¹

Descriptive statistics

Standard deviation	7.2042584 × 10¹⁰
Coefficient of variation (CV)	0.003579293
Kurtosis	-1.4337894
Mean	2.0127602 × 10¹³
Median Absolute Deviation (MAD)	5.9998098 × 10¹⁰
Skewness	-0.35580604
Sum	3.6471215 × 10¹⁶
Variance	5.190134 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020418000000	27	1.5%
20030409000000	25	1.4%
20040318000000	13	0.7%
20050415000000	12	0.7%
20031217000000	12	0.7%
20030303000000	12	0.7%
20020422000000	10	0.6%
20041208000000	9	0.5%
20030722000000	8	0.4%
20040324000000	8	0.4%
Other values (1507)	1676	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990210000000	2	0.1%
19990212000000	1	0.1%
19990302000000	7	0.4%
19990310000000	6	0.3%
19990315000000	1	0.1%
19990325000000	2	0.1%
19990420000000	2	0.1%
19990421000000	7	0.4%
19990422000000	1	0.1%
19990427000000	1	0.1%

Value	Count	Frequency (%)
20210930132145	1	0.1%
20210928161956	1	0.1%
20210928132217	1	0.1%
20210928114007	1	0.1%
20210928113940	1	0.1%
20210928113913	1	0.1%
20210928113753	1	0.1%
20210928113736	1	0.1%
20210928113639	1	0.1%
20210928113401	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

I	1152
U	660

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	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	1152	63.6%
U	660	36.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1152	63.6%
u	660	36.4%

데이터갱신일자
Date

Distinct	284
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-10-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

공동탕업	1537
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7064018
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	1537	84.8%
목욕장업 기타	155	8.6%
공동탕업+찜질시설서비스영업	76	4.2%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1537	78.1%
목욕장업	155	7.9%
기타	155	7.9%
공동탕업+찜질시설서비스영업	76	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1542
Distinct (%)	90.2%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	387829.38

Minimum	366820.79
Maximum	407878.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	366820.79
5-th percentile	379644.67
Q1	384163.09
median	388185.3
Q3	391124.28
95-th percentile	396841.07
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	6961.1841

Descriptive statistics

Standard deviation	5278.1238
Coefficient of variation (CV)	0.013609396
Kurtosis	0.7357759
Mean	387829.38
Median Absolute Deviation (MAD)	3521.3902
Skewness	0.25606501
Sum	6.6280042 × 10⁸
Variance	27858591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386026.75739607	4	0.2%
389655.360752282	4	0.2%
389322.400841052	4	0.2%
391834.082986499	4	0.2%
391103.422349355	3	0.2%
381700.609088258	3	0.2%
378594.286473542	3	0.2%
392683.749989177	3	0.2%
389415.20340442	3	0.2%
384510.802352823	3	0.2%
Other values (1532)	1675	92.4%
(Missing)	103	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366820.787750249	1	0.1%
370674.351397752	1	0.1%
370718.68095386	1	0.1%
372902.66679319	1	0.1%
373056.59115396	1	0.1%
373088.087508096	2	0.1%
373178.636648911	1	0.1%
373368.868121279	1	0.1%
373512.89135141	1	0.1%
374901.846816548	2	0.1%

Value	Count	Frequency (%)
407878.31227469	1	0.1%
407739.046710947	1	0.1%
407413.951209968	1	0.1%
407195.438344935	1	0.1%
406982.053033795	1	0.1%
405347.024248643	1	0.1%
405172.859381319	1	0.1%
404771.782281376	1	0.1%
404674.710704763	1	0.1%
403845.595330569	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1542
Distinct (%)	90.2%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	186671.36

Minimum	173914.72
Maximum	207205.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	177925.44
Q1	182339.02
median	186863.29
Q3	190714.83
95-th percentile	195569.29
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8375.8155

Descriptive statistics

Standard deviation	5630.3931
Coefficient of variation (CV)	0.030162062
Kurtosis	0.022471828
Mean	186671.36
Median Absolute Deviation (MAD)	4093.9203
Skewness	0.23155657
Sum	3.1902135 × 10⁸
Variance	31701326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181580.381775088	4	0.2%
191344.913457427	4	0.2%
193209.131530013	4	0.2%
189185.417047275	4	0.2%
182446.170472991	3	0.2%
179353.214511638	3	0.2%
180709.776059033	3	0.2%
185760.578634347	3	0.2%
193131.590860807	3	0.2%
186440.714011168	3	0.2%
Other values (1532)	1675	92.4%
(Missing)	103	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173914.718015169	1	0.1%
174068.494334685	1	0.1%
174097.616386311	3	0.2%
174213.492106852	1	0.1%
174596.132939092	1	0.1%
174644.872274897	1	0.1%
174676.412428464	1	0.1%
174765.307900471	1	0.1%
174811.513941031	1	0.1%
174885.756922702	2	0.1%

Value	Count	Frequency (%)
207205.169925653	1	0.1%
207141.911104602	1	0.1%
206164.575140106	1	0.1%
205671.36729929	1	0.1%
205652.426376355	1	0.1%
205455.066408843	1	0.1%
205405.879376804	1	0.1%
205366.770002161	1	0.1%
205061.202821882	1	0.1%
204747.884437376	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

공동탕업	1537
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7064018
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	1537	84.8%
목욕장업 기타	155	8.6%
공동탕업+찜질시설서비스영업	76	4.2%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1537	78.1%
목욕장업	155	7.9%
기타	155	7.9%
공동탕업+찜질시설서비스영업	76	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.4%
Missing	428
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.7362717

Minimum	0
Maximum	42
Zeros	357
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5
95-th percentile	10
Maximum	42
Range	42
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.4374612
Coefficient of variation (CV)	1.1876709
Kurtosis	16.281858
Mean	3.7362717
Median Absolute Deviation (MAD)	2
Skewness	3.307565
Sum	5171
Variance	19.691062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	357	19.7%
3	298	16.4%
4	207	11.4%
2	133	7.3%
5	132	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	84	4.6%
(Missing)	428	23.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	357	19.7%
1	25	1.4%
2	133	7.3%
3	298	16.4%
4	207	11.4%
5	132	7.3%
6	51	2.8%
7	48	2.6%
8	29	1.6%
9	20	1.1%

Value	Count	Frequency (%)
42	1	0.1%
37	1	0.1%
34	1	0.1%
33	1	0.1%
32	1	0.1%
30	1	0.1%
29	1	0.1%
28	3	0.2%
27	1	0.1%
25	2	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.7%
Missing	664
Missing (%)	36.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.76132404

Minimum	0
Maximum	7
Zeros	548
Zeros (%)	30.2%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0425151
Coefficient of variation (CV)	1.3693447
Kurtosis	7.9614911
Mean	0.76132404
Median Absolute Deviation (MAD)	1
Skewness	2.4174201
Sum	874
Variance	1.0868377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	548	30.2%
1	458	25.3%
2	78	4.3%
3	28	1.5%
4	16	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	664	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	548	30.2%
1	458	25.3%
2	78	4.3%
3	28	1.5%
4	16	0.9%
5	9	0.5%
6	10	0.6%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	10	0.6%
5	9	0.5%
4	16	0.9%
3	28	1.5%
2	78	4.3%
1	458	25.3%
0	548	30.2%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	616
Missing (%)	34.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3570234

Minimum	0
Maximum	10
Zeros	365
Zeros (%)	20.1%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.4036864
Coefficient of variation (CV)	1.0343863
Kurtosis	5.6638995
Mean	1.3570234
Median Absolute Deviation (MAD)	1
Skewness	1.8198631
Sum	1623
Variance	1.9703356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	370	20.4%
0	365	20.1%
2	300	16.6%
3	77	4.2%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
10	3	0.2%
7	2	0.1%
(Missing)	616	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	365	20.1%
1	370	20.4%
2	300	16.6%
3	77	4.2%
4	42	2.3%
5	20	1.1%
6	13	0.7%
7	2	0.1%
8	4	0.2%
10	3	0.2%

Value	Count	Frequency (%)
10	3	0.2%
8	4	0.2%
7	2	0.1%
6	13	0.7%
5	20	1.1%
4	42	2.3%
3	77	4.2%
2	300	16.6%
1	370	20.4%
0	365	20.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	729
Missing (%)	40.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.1957525

Minimum	0
Maximum	11
Zeros	225
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	11
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7273757
Coefficient of variation (CV)	0.78668959
Kurtosis	2.5377293
Mean	2.1957525
Median Absolute Deviation (MAD)	1
Skewness	1.1037235
Sum	2378
Variance	2.9838267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.0%
0	225	12.4%
3	209	11.5%
1	92	5.1%
4	82	4.5%
5	48	2.6%
6	21	1.2%
7	11	0.6%
8	5	0.3%
9	5	0.3%
Other values (2)	4	0.2%
(Missing)	729	40.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	225	12.4%
1	92	5.1%
2	381	21.0%
3	209	11.5%
4	82	4.5%
5	48	2.6%
6	21	1.2%
7	11	0.6%
8	5	0.3%
9	5	0.3%

Value	Count	Frequency (%)
11	1	0.1%
10	3	0.2%
9	5	0.3%
8	5	0.3%
7	11	0.6%
6	21	1.2%
5	48	2.6%
4	82	4.5%
3	209	11.5%
2	381	21.0%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	925
0	795
1	80
2	9
3	3

Length

Max length	4
Median length	4
Mean length	2.531457
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	925	51.0%
0	795	43.9%
1	80	4.4%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	925	51.0%
0	795	43.9%
1	80	4.4%
2	9	0.5%
3	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1156
0	564
1	67
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.9139073
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1156	63.8%
0	564	31.1%
1	67	3.7%
2	21	1.2%
3	3	0.2%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1156	63.8%
0	564	31.1%
1	67	3.7%
2	21	1.2%
3	3	0.2%
4	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	919
0	893

Length

Max length	4
Median length	4
Mean length	2.5215232
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>	919	50.7%
0	893	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	919	50.7%
0	893	49.3%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	919
0	893

Length

Max length	4
Median length	4
Mean length	2.5215232
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>	919	50.7%
0	893	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	919	50.7%
0	893	49.3%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	602
Missing (%)	33.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3140496

Minimum	0
Maximum	26
Zeros	629
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4.55
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1477018
Coefficient of variation (CV)	1.6344146
Kurtosis	31.758309
Mean	1.3140496
Median Absolute Deviation (MAD)	0
Skewness	4.3597532
Sum	1590
Variance	4.612623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	629	34.7%
2	472	26.0%
6	28	1.5%
4	25	1.4%
1	18	1.0%
8	13	0.7%
10	6	0.3%
3	5	0.3%
5	3	0.2%
12	2	0.1%
Other values (7)	9	0.5%
(Missing)	602	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	629	34.7%
1	18	1.0%
2	472	26.0%
3	5	0.3%
4	25	1.4%
5	3	0.2%
6	28	1.5%
8	13	0.7%
9	2	0.1%
10	6	0.3%

Value	Count	Frequency (%)
26	1	0.1%
22	1	0.1%
18	2	0.1%
15	1	0.1%
14	1	0.1%
12	2	0.1%
11	1	0.1%
10	6	0.3%
9	2	0.1%
8	13	0.7%

발한실여부
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	2
Missing (%)	0.1%
Memory size	3.7 KiB

False	1359
True	451
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1359	75.0%
True	451	24.9%
(Missing)	2	0.1%

의자수
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	919
0	892
2	1

Length

Max length	4
Median length	4
Mean length	2.5215232
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	919	50.7%
0	892	49.2%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	919	50.7%
0	892	49.2%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1811
Missing (%)	99.9%
Memory size	14.3 KiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	36
Distinct characters	28
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	건축과-16824(2019.4.15),가설건축물 존치기간연장 신고

Value	Count	Frequency (%)
건축과-16824(2019.4.15),가설건축물	1	33.3%
존치기간연장	1	33.3%
신고	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
1	3	8.3%
건	2	5.6%
2	2	5.6%
4	2	5.6%
.	2	5.6%
	2	5.6%
축	2	5.6%
설	1	2.8%
신	1	2.8%
장	1	2.8%
Other values (18)	18	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	44.4%
Decimal Number	12	33.3%
Other Punctuation	3	8.3%
Space Separator	2	5.6%
Close Punctuation	1	2.8%
Open Punctuation	1	2.8%
Dash Punctuation	1	2.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

Decimal Number

Value	Count	Frequency (%)
1	3	25.0%
2	2	16.7%
4	2	16.7%
5	1	8.3%
9	1	8.3%
0	1	8.3%
8	1	8.3%
6	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
,	1	33.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20	55.6%
Hangul	16	44.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3	15.0%
2	2	10.0%
4	2	10.0%
.	2	10.0%
	2	10.0%
)	1	5.0%
,	1	5.0%
5	1	5.0%
9	1	5.0%
0	1	5.0%
Other values (4)	4	20.0%

Hangul

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20	55.6%
Hangul	16	44.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3	15.0%
2	2	10.0%
4	2	10.0%
.	2	10.0%
	2	10.0%
)	1	5.0%
,	1	5.0%
5	1	5.0%
9	1	5.0%
0	1	5.0%
Other values (4)	4	20.0%

Hangul

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1811
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022075
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1811	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1811	99.9%
20190501	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1811
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022075
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1811	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1811	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1412
자가	273
임대	127

Length

Max length	4
Median length	4
Mean length	3.5584989
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1412	77.9%
자가	273	15.1%
임대	127	7.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1412	77.9%
자가	273	15.1%
임대	127	7.0%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1153
0	659

Length

Max length	4
Median length	4
Mean length	2.9089404
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>	1153	63.6%
0	659	36.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1153	63.6%
0	659	36.4%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1693
0	114
2	2
5	1
3	1

Length

Max length	4
Median length	4
Mean length	3.8029801
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1693	93.4%
0	114	6.3%
2	2	0.1%
5	1	0.1%
3	1	0.1%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1693	93.4%
0	114	6.3%
2	2	0.1%
5	1	0.1%
3	1	0.1%
1	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1693
0	114
1	3
5	1
4	1

Length

Max length	4
Median length	4
Mean length	3.8029801
Min length	1

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>	1693	93.4%
0	114	6.3%
1	3	0.2%
5	1	0.1%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1693	93.4%
0	114	6.3%
1	3	0.2%
5	1	0.1%
4	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1179
0	633

Length

Max length	4
Median length	4
Mean length	2.9519868
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>	1179	65.1%
0	633	34.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1179	65.1%
0	633	34.9%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1180
0	632

Length

Max length	4
Median length	4
Mean length	2.9536424
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>	1180	65.1%
0	632	34.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1180	65.1%
0	632	34.9%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

False	1778
True	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1778	98.1%
True	34	1.9%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1812
Missing (%)	100.0%
Memory size	16.1 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
0	1	목욕장업	11_44_01_P	3400000	3400000-202-2003-00002	20031029	<NA>	3	폐업	2	폐업	20121220	<NA>	<NA>	<NA>	051 7243994	348.16	619905	부산광역시 기장군 기장읍 서부리 422번지	부산광역시 기장군 기장읍 반송로 1545	46058	에쿠스목욕장	20040531000000	I	2018-08-31 23:59:59.0	공동탕업	401037.499134	196702.5529	공동탕업	5	2	<NA>	<NA>	1	1	<NA>	<NA>	2	N	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1	2	목욕장업	11_44_01_P	3400000	3400000-202-2000-00091	20000330	<NA>	3	폐업	2	폐업	20161129	<NA>	<NA>	<NA>	051 7222537	384.00	619901	부산광역시 기장군 기장읍 교리 352-8번지	부산광역시 기장군 기장읍 차성동로 164-15	46055	교리탕	20161130114519	I	2018-08-31 23:59:59.0	공동탕업	401804.176817	197042.683118	공동탕업	3	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2	3	목욕장업	11_44_01_P	3400000	3400000-202-1992-00084	19920210	<NA>	3	폐업	2	폐업	20070829	<NA>	<NA>	<NA>	051 7221054	609.82	619906	부산광역시 기장군 기장읍 청강리 226-7번지	<NA>	<NA>	보광탕	20070814161709	I	2018-08-31 23:59:59.0	공동탕업	401913.079586	195119.258755	공동탕업	4	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
3	4	목욕장업	11_44_01_P	3400000	3400000-202-1994-00408	19941125	<NA>	3	폐업	2	폐업	20090731	<NA>	<NA>	<NA>	051 7211997	183.56	619872	부산광역시 기장군 철마면 장전리 366번지	<NA>	<NA>	철마목욕탕	20030820000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4	5	목욕장업	11_44_01_P	3400000	3400000-202-1994-00407	19940916	<NA>	3	폐업	2	폐업	20061107	<NA>	<NA>	<NA>	051 7273302	395.22	619911	부산광역시 기장군 일광면 칠암리 158-5번지	<NA>	<NA>	풍년탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	405347.024249	202354.011586	공동탕업	1	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
5	6	목욕장업	11_44_01_P	3400000	3400000-202-1991-00084	19911126	<NA>	3	폐업	2	폐업	20090817	<NA>	<NA>	<NA>	051 7220680	322.38	619905	부산광역시 기장군 기장읍 동부리 152-8번지 6B 8-1L	<NA>	<NA>	제일탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	401672.154925	196524.792797	공동탕업	3	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
6	7	목욕장업	11_44_01_P	3400000	3400000-202-1984-00337	19840922	<NA>	3	폐업	2	폐업	20041124	<NA>	<NA>	<NA>	051 7214512	.00	619913	부산광역시 기장군 일광면 이천리 908번지	<NA>	<NA>	일광탕	20020621000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
7	8	목욕장업	11_44_01_P	3400000	3400000-202-2009-00001	20091027	<NA>	3	폐업	2	폐업	20190718	<NA>	<NA>	<NA>	051 723 2093	1,500.00	619903	부산광역시 기장군 기장읍 대라리 57번지	부산광역시 기장군 기장읍 차성동로 63	46066	석천탕	20190718173053	U	2019-07-20 02:40:00.0	공동탕업	401671.55937	196027.51628	공동탕업	0	0	4	4	0	0	0	0	6	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
8	9	목욕장업	11_44_01_P	3400000	3400000-202-1998-00088	19980819	<NA>	3	폐업	2	폐업	20090724	<NA>	<NA>	<NA>	051 7210905	550.19	619904	부산광역시 기장군 기장읍 대변리 423번지	<NA>	<NA>	대변항해수탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	402750.992777	194137.607656	공동탕업	3	<NA>	3	3	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
9	10	목욕장업	11_44_01_P	3400000	3400000-202-1984-00336	19840305	<NA>	3	폐업	2	폐업	20200710	<NA>	<NA>	<NA>	051 7215512	722.19	619912	부산광역시 기장군 일광면 삼성리 33-6	부산광역시 기장군 일광면 삼성3길 55-1	46044	명성탕	20200710154125	U	2020-07-12 02:40:00.0	공동탕업	403211.411148	198587.35393	공동탕업	3	0	1	3	0	0	0	0	4	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	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
1802	1803	목욕장업	11_44_01_P	3250000	3250000-202-1990-00164	19900905	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2486681	526.00	600023	부산광역시 중구 동광동3가 9-1	부산광역시 중구 대청로134번길 10 (동광동3가)	48955	득일탕	20201204174232	U	2020-12-06 02:40:00.0	공동탕업	385446.727545	180003.559095	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1803	1804	목욕장업	11_44_01_P	3250000	3250000-202-1960-00147	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 231 4848	337.00	600012	부산광역시 중구 중앙동2가 21-1 , 6, 8	부산광역시 중구 대청로138번길 15-1 (중앙동2가, 21-1, 6, 8)	48956	신수탕	20200827153644	U	2020-08-29 02:40:00.0	공동탕업	385508.413955	179934.600251	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1804	1805	목욕장업	11_44_01_P	3250000	3250000-202-1970-00004	19701228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4698444	156.00	600110	부산광역시 중구 영주동 277-16	부산광역시 중구 동영로 77-1 (영주동)	48915	영주탕	20201204173703	U	2020-12-06 02:40:00.0	공동탕업	385201.615276	181101.034719	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1805	1806	목욕장업	11_44_01_P	3250000	3250000-202-1969-00001	19691201	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2451969	233.00	600806	부산광역시 중구 부평동2가 68-6	부산광역시 중구 중구로33번길 44 (부평동2가)	48977	청수탕	20210118094352	U	2021-01-20 02:40:00.0	공동탕업	384626.918928	179878.92302	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1806	1807	목욕장업	11_44_01_P	3250000	3250000-202-1982-00151	19821112	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 469 3202	232.00	600811	부산광역시 중구 영주동 636-2	부산광역시 중구 중구로188번길 21 (영주동)	48922	청호탕	20200814133434	U	2020-08-16 02:40:00.0	공동탕업	385598.846694	180987.169146	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1807	1808	목욕장업	11_44_01_P	3250000	3250000-202-1960-00146	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2443396	517.00	600074	부산광역시 중구 부평동4가 28-3	부산광역시 중구 흑교로21번길 21 (부평동4가)	48974	부천탕	20210114133518	U	2021-01-16 02:40:00.0	공동탕업	384380.762746	179907.143964	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1808	1809	목욕장업	11_44_01_P	3250000	3250000-202-1960-00144	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2449501	1,416.48	600808	부산광역시 중구 부평동3가 22-1 외 2필지	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)	48976	금강스파	20200716105230	U	2020-07-18 02:40:00.0	공동탕업+찜질시설서비스영업	384542.121202	179994.202104	공동탕업+찜질시설서비스영업	5	1	5	5	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	Y	<NA>
1809	1810	목욕장업	11_44_01_P	3250000	3250000-202-1988-00159	19880913	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2472425	338.97	600062	부산광역시 중구 신창동2가 21-2	부산광역시 중구 광복로43번길 12 (신창동2가)	48947	녹수탕	20201204174055	U	2020-12-06 02:40:00.0	공동탕업	385015.385	179808.355521	공동탕업	4	1	2	4	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
1810	1811	목욕장업	11_44_01_P	3250000	3250000-202-1984-00152	19840217	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4633803	405.00	600110	부산광역시 중구 영주동 292-10	부산광역시 중구 영주로 20 (영주동)	48916	거북탕	20201204173920	U	2020-12-06 02:40:00.0	공동탕업	385168.082468	180838.190458	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1811	1812	목욕장업	11_44_01_P	3250000	3250000-202-2005-00001	20050228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4692777	462.00	600816	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)	48936	마린목욕탕	20201204174358	U	2020-12-06 02:40:00.0	공동탕업	385825.756708	180869.292985	공동탕업	19	3	0	0	1	1	0	0	1	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	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

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

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter