gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1808
Missing cells	16386
Missing cells (%)	17.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	778.8 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	2021-03-01
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 (54.4%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (92.7%)	Imbalance
`남성종사자수` is highly imbalanced (91.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (86.8%)	Imbalance
`인허가취소일자` has 1808 (100.0%) missing values	Missing
`폐업일자` has 810 (44.8%) missing values	Missing
`휴업시작일자` has 1808 (100.0%) missing values	Missing
`휴업종료일자` has 1808 (100.0%) missing values	Missing
`재개업일자` has 1808 (100.0%) missing values	Missing
`소재지전화` has 116 (6.4%) missing values	Missing
`도로명전체주소` has 618 (34.2%) missing values	Missing
`도로명우편번호` has 669 (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 434 (24.0%) missing values	Missing
`건물지하층수` has 673 (37.2%) missing values	Missing
`사용시작지상층` has 623 (34.5%) missing values	Missing
`사용끝지상층` has 763 (42.2%) missing values	Missing
`욕실수` has 611 (33.8%) missing values	Missing
`조건부허가신고사유` has 1807 (99.9%) missing values	Missing
`Unnamed: 50` has 1808 (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 350 (19.4%) zeros	Zeros
`건물지하층수` has 538 (29.8%) zeros	Zeros
`사용시작지상층` has 357 (19.7%) zeros	Zeros
`사용끝지상층` has 189 (10.5%) zeros	Zeros
`욕실수` has 618 (34.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:44:55.823950
Analysis finished	2024-04-17 21:44:56.949541
Duration	1.13 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1808
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	904.5

Minimum	1
Maximum	1808
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	1
5-th percentile	91.35
Q1	452.75
median	904.5
Q3	1356.25
95-th percentile	1717.65
Maximum	1808
Range	1807
Interquartile range (IQR)	903.5

Descriptive statistics

Standard deviation	522.06896
Coefficient of variation (CV)	0.57719067
Kurtosis	-1.2
Mean	904.5
Median Absolute Deviation (MAD)	452
Skewness	0
Sum	1635336
Variance	272556
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1189	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%
1212	1	0.1%
1211	1	0.1%
1210	1	0.1%
1209	1	0.1%
1208	1	0.1%
Other values (1798)	1798	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 (%)
1808	1	0.1%
1807	1	0.1%
1806	1	0.1%
1805	1	0.1%
1804	1	0.1%
1803	1	0.1%
1802	1	0.1%
1801	1	0.1%
1800	1	0.1%
1799	1	0.1%

개방서비스명
Categorical

CONSTANT

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

목욕장업	1808

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	1808	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1808	100.0%

개방서비스id
Categorical

CONSTANT

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

11_44_01_P	1808

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	1808	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1808	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322948

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	39937.604
Coefficient of variation (CV)	0.012018727
Kurtosis	-0.909692
Mean	3322948
Median Absolute Deviation (MAD)	30000
Skewness	0.13665416
Sum	6.00789 × 10⁹
Variance	1.5950122 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	221	12.2%
3340000	172	9.5%
3300000	164	9.1%
3330000	159	8.8%
3310000	146	8.1%
3370000	130	7.2%
3320000	123	6.8%
3350000	114	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	373	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	62	3.4%
3260000	72	4.0%
3270000	94	5.2%
3280000	72	4.0%
3290000	221	12.2%
3300000	164	9.1%
3310000	146	8.1%
3320000	123	6.8%
3330000	159	8.8%
3340000	172	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	172	9.5%
3330000	159	8.8%
3320000	123	6.8%
3310000	146	8.1%

관리번호
Text

UNIQUE

Distinct	1808
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	39776
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	1808 ?
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%
3360000-202-1992-00003	1	0.1%
3350000-202-1983-00980	1	0.1%
3350000-202-1981-00933	1	0.1%
3350000-202-1994-01004	1	0.1%
3350000-202-1973-00940	1	0.1%
3350000-202-2003-00004	1	0.1%
3350000-202-1997-01012	1	0.1%
3350000-202-1979-00967	1	0.1%
3350000-202-2004-00001	1	0.1%
Other values (1798)	1798	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15318	38.5%
2	5622	14.1%
-	5424	13.6%
3	3924	9.9%
1	2736	6.9%
9	2538	6.4%
8	1141	2.9%
4	945	2.4%
7	837	2.1%
5	693	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34352	86.4%
Dash Punctuation	5424	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15318	44.6%
2	5622	16.4%
3	3924	11.4%
1	2736	8.0%
9	2538	7.4%
8	1141	3.3%
4	945	2.8%
7	837	2.4%
5	693	2.0%
6	598	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5424	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39776	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15318	38.5%
2	5622	14.1%
-	5424	13.6%
3	3924	9.9%
1	2736	6.9%
9	2538	6.4%
8	1141	2.9%
4	945	2.4%
7	837	2.1%
5	693	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39776	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15318	38.5%
2	5622	14.1%
-	5424	13.6%
3	3924	9.9%
1	2736	6.9%
9	2538	6.4%
8	1141	2.9%
4	945	2.4%
7	837	2.1%
5	693	1.7%

인허가일자
Real number (ℝ)

Distinct	1523
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19909023

Minimum	19540131
Maximum	20201013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700452
Q1	19830305
median	19901071
Q3	20010204
95-th percentile	20100777
Maximum	20201013
Range	660882
Interquartile range (IQR)	179899.75

Descriptive statistics

Standard deviation	122269.71
Coefficient of variation (CV)	0.0061414218
Kurtosis	-0.37168282
Mean	19909023
Median Absolute Deviation (MAD)	80760
Skewness	-0.076223513
Sum	3.5995513 × 10¹⁰
Variance	1.4949881 × 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%
19820928	5	0.3%
19830304	5	0.3%
20030115	5	0.3%
19630610	4	0.2%
Other values (1513)	1740	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 (%)
20201013	1	0.1%
20200924	1	0.1%
20200921	1	0.1%
20200908	1	0.1%
20200827	1	0.1%
20200708	1	0.1%
20200703	1	0.1%
20200624	1	0.1%
20200619	1	0.1%
20200514	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1808
Missing (%)	100.0%
Memory size	16.0 KiB

영업상태구분코드
Categorical

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

3	998
1	810

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	998	55.2%
1	810	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	998	55.2%
1	810	44.8%

영업상태명
Categorical

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

폐업	998
영업/정상	810

Length

Max length	5
Median length	2
Mean length	3.3440265
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	998	55.2%
영업/정상	810	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	998	55.2%
영업/정상	810	44.8%

상세영업상태코드
Categorical

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

2	998
1	810

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	998	55.2%
1	810	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	998	55.2%
1	810	44.8%

상세영업상태명
Categorical

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

폐업	998
영업	810

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	998	55.2%
영업	810	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	998	55.2%
영업	810	44.8%

폐업일자
Real number (ℝ)

MISSING

Distinct	837
Distinct (%)	83.9%
Missing	810
Missing (%)	44.8%
Infinite	0
Infinite (%)	0.0%
Mean	20093692

Minimum	19860612
Maximum	20210119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	19860612
5-th percentile	19988962
Q1	20050818
median	20091106
Q3	20141194
95-th percentile	20190642
Maximum	20210119
Range	349507
Interquartile range (IQR)	90377

Descriptive statistics

Standard deviation	64181.726
Coefficient of variation (CV)	0.0031941231
Kurtosis	0.096384928
Mean	20093692
Median Absolute Deviation (MAD)	49003
Skewness	-0.47408296
Sum	2.0053505 × 10¹⁰
Variance	4.119294 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050121	12	0.7%
20051017	7	0.4%
20001130	7	0.4%
20030401	5	0.3%
20170310	5	0.3%
20141030	4	0.2%
20190226	4	0.2%
20120621	4	0.2%
20030122	4	0.2%
20180102	3	0.2%
Other values (827)	943	52.2%
(Missing)	810	44.8%

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 (%)
20210119	1	0.1%
20210112	1	0.1%
20210106	1	0.1%
20201228	1	0.1%
20201218	1	0.1%
20201215	2	0.1%
20201112	1	0.1%
20201111	1	0.1%
20201110	1	0.1%
20201028	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1808
Missing (%)	100.0%
Memory size	16.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1808
Missing (%)	100.0%
Memory size	16.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1808
Missing (%)	100.0%
Memory size	16.0 KiB

소재지전화
Text

MISSING

Distinct	1608
Distinct (%)	95.0%
Missing	116
Missing (%)	6.4%
Memory size	14.3 KiB

Length

Max length	12
Median length	11
Mean length	10.900118
Min length	3

Characters and Unicode

Total characters	18443
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	1569 ?
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	1637	45.6%
808	7	0.2%
893	7	0.2%
070	6	0.2%
816	5	0.1%
897	5	0.1%
261	5	0.1%
891	5	0.1%
802	5	0.1%
646	4	0.1%
Other values (1760)	1903	53.0%

Most occurring characters

Value	Count	Frequency (%)
5	3046	16.5%
0	2838	15.4%
1	2764	15.0%
	1906	10.3%
2	1451	7.9%
3	1297	7.0%
6	1229	6.7%
4	1111	6.0%
7	1073	5.8%
8	1034	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16537	89.7%
Space Separator	1906	10.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3046	18.4%
0	2838	17.2%
1	2764	16.7%
2	1451	8.8%
3	1297	7.8%
6	1229	7.4%
4	1111	6.7%
7	1073	6.5%
8	1034	6.3%
9	694	4.2%

Space Separator

Value	Count	Frequency (%)
	1906	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18443	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3046	16.5%
0	2838	15.4%
1	2764	15.0%
	1906	10.3%
2	1451	7.9%
3	1297	7.0%
6	1229	6.7%
4	1111	6.0%
7	1073	5.8%
8	1034	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18443	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3046	16.5%
0	2838	15.4%
1	2764	15.0%
	1906	10.3%
2	1451	7.9%
3	1297	7.0%
6	1229	6.7%
4	1111	6.0%
7	1073	5.8%
8	1034	5.6%

소재지면적
Text

Distinct	1590
Distinct (%)	88.4%
Missing	9
Missing (%)	0.5%
Memory size	14.3 KiB

Length

Max length	8
Median length	6
Mean length	5.9699833
Min length	3

Characters and Unicode

Total characters	10740
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 (%)	83.8%

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%
348.00	3	0.2%
506.24	3	0.2%
427.44	3	0.2%
93.73	3	0.2%
426.00	3	0.2%
284.00	3	0.2%
478.00	3	0.2%
363.30	3	0.2%
Other values (1580)	1653	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1799	16.8%
0	1439	13.4%
2	1061	9.9%
3	1009	9.4%
4	928	8.6%
1	901	8.4%
8	702	6.5%
6	699	6.5%
5	697	6.5%
7	675	6.3%
Other values (2)	830	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8782	81.8%
Other Punctuation	1958	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1439	16.4%
2	1061	12.1%
3	1009	11.5%
4	928	10.6%
1	901	10.3%
8	702	8.0%
6	699	8.0%
5	697	7.9%
7	675	7.7%
9	671	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	1799	91.9%
,	159	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	10740	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1799	16.8%
0	1439	13.4%
2	1061	9.9%
3	1009	9.4%
4	928	8.6%
1	901	8.4%
8	702	6.5%
6	699	6.5%
5	697	6.5%
7	675	6.3%
Other values (2)	830	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10740	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1799	16.8%
0	1439	13.4%
2	1061	9.9%
3	1009	9.4%
4	928	8.6%
1	901	8.4%
8	702	6.5%
6	699	6.5%
5	697	6.5%
7	675	6.3%
Other values (2)	830	7.7%

소재지우편번호
Real number (ℝ)

Distinct	630
Distinct (%)	34.9%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610421.39

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	601811
Q1	606809
median	611800
Q3	614820
95-th percentile	617833.9
Maximum	619953
Range	19942
Interquartile range (IQR)	8011

Descriptive statistics

Standard deviation	5164.3039
Coefficient of variation (CV)	0.0084602277
Kurtosis	-0.91662534
Mean	610421.39
Median Absolute Deviation (MAD)	3963
Skewness	-0.20743105
Sum	1.1005898 × 10⁹
Variance	26670035
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%
607833	10	0.6%
608808	10	0.6%
608828	10	0.6%
614822	10	0.6%
613832	9	0.5%
607832	9	0.5%
607831	9	0.5%
Other values (620)	1697	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	1728
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	54
Median length	44
Mean length	23.455752
Min length	16

Characters and Unicode

Total characters	42408
Distinct characters	273
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	1659 ?
Unique (%)	91.8%

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	1808	22.4%
t통b반	334	4.1%
부산진구	221	2.7%
사하구	172	2.1%
동래구	164	2.0%
해운대구	159	2.0%
남구	146	1.8%
연제구	130	1.6%
북구	123	1.5%
금정구	114	1.4%
Other values (2158)	4684	58.2%

Most occurring characters

Value	Count	Frequency (%)
	6248	14.7%
산	2157	5.1%
부	2148	5.1%
동	2106	5.0%
1	1903	4.5%
광	1878	4.4%
구	1829	4.3%
시	1820	4.3%
역	1811	4.3%
-	1681	4.0%
Other values (263)	18827	44.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24778	58.4%
Decimal Number	8775	20.7%
Space Separator	6248	14.7%
Dash Punctuation	1681	4.0%
Uppercase Letter	682	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	2157	8.7%
부	2148	8.7%
동	2106	8.5%
광	1878	7.6%
구	1829	7.4%
시	1820	7.3%
역	1811	7.3%
지	1573	6.3%
번	1505	6.1%
반	385	1.6%
Other values (237)	7566	30.5%

Decimal Number

Value	Count	Frequency (%)
1	1903	21.7%
2	1132	12.9%
3	983	11.2%
4	892	10.2%
5	781	8.9%
6	680	7.7%
7	643	7.3%
0	610	7.0%
8	610	7.0%
9	541	6.2%

Uppercase Letter

Value	Count	Frequency (%)
B	342	50.1%
T	334	49.0%
A	2	0.3%
L	1	0.1%
W	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 (%)
	6248	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1681	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	24778	58.4%
Common	16947	40.0%
Latin	683	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2157	8.7%
부	2148	8.7%
동	2106	8.5%
광	1878	7.6%
구	1829	7.4%
시	1820	7.3%
역	1811	7.3%
지	1573	6.3%
번	1505	6.1%
반	385	1.6%
Other values (237)	7566	30.5%

Common

Value	Count	Frequency (%)
	6248	36.9%
1	1903	11.2%
-	1681	9.9%
2	1132	6.7%
3	983	5.8%
4	892	5.3%
5	781	4.6%
6	680	4.0%
7	643	3.8%
0	610	3.6%
Other values (8)	1394	8.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24778	58.4%
ASCII	17629	41.6%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6248	35.4%
1	1903	10.8%
-	1681	9.5%
2	1132	6.4%
3	983	5.6%
4	892	5.1%
5	781	4.4%
6	680	3.9%
7	643	3.6%
0	610	3.5%
Other values (15)	2076	11.8%

Hangul

Value	Count	Frequency (%)
산	2157	8.7%
부	2148	8.7%
동	2106	8.5%
광	1878	7.6%
구	1829	7.4%
시	1820	7.3%
역	1811	7.3%
지	1573	6.3%
번	1505	6.1%
반	385	1.6%
Other values (237)	7566	30.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1176
Distinct (%)	98.8%
Missing	618
Missing (%)	34.2%
Memory size	14.3 KiB

Length

Max length	59
Median length	50
Mean length	27.453782
Min length	20

Characters and Unicode

Total characters	32670
Distinct characters	333
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	1164 ?
Unique (%)	97.8%

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	1190	19.1%
부산진구	153	2.5%
해운대구	103	1.7%
남구	102	1.6%
사하구	101	1.6%
동래구	99	1.6%
연제구	84	1.3%
북구	75	1.2%
금정구	75	1.2%
사상구	71	1.1%
Other values (1717)	4171	67.0%

Most occurring characters

Value	Count	Frequency (%)
	5035	15.4%
동	1511	4.6%
산	1443	4.4%
부	1441	4.4%
광	1257	3.8%
시	1246	3.8%
구	1219	3.7%
역	1194	3.7%
)	1175	3.6%
(	1175	3.6%
Other values (323)	15974	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19684	60.3%
Decimal Number	5038	15.4%
Space Separator	5035	15.4%
Close Punctuation	1176	3.6%
Open Punctuation	1176	3.6%
Other Punctuation	338	1.0%
Dash Punctuation	198	0.6%
Math Symbol	12	< 0.1%
Uppercase Letter	12	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1511	7.7%
산	1443	7.3%
부	1441	7.3%
광	1257	6.4%
시	1246	6.3%
구	1219	6.2%
역	1194	6.1%
로	1134	5.8%
길	708	3.6%
번	666	3.4%
Other values (295)	7865	40.0%

Decimal Number

Value	Count	Frequency (%)
1	1133	22.5%
2	719	14.3%
3	622	12.3%
5	442	8.8%
4	433	8.6%
6	387	7.7%
0	376	7.5%
7	353	7.0%
9	289	5.7%
8	284	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	5	41.7%
A	4	33.3%
I	1	8.3%
G	1	8.3%
W	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	333	98.5%
.	3	0.9%
@	1	0.3%
*	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1175	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1175	99.9%
[	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	11	91.7%
～	1	8.3%

Space Separator

Value	Count	Frequency (%)
	5035	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	198	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19684	60.3%
Common	12973	39.7%
Latin	13	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1511	7.7%
산	1443	7.3%
부	1441	7.3%
광	1257	6.4%
시	1246	6.3%
구	1219	6.2%
역	1194	6.1%
로	1134	5.8%
길	708	3.6%
번	666	3.4%
Other values (295)	7865	40.0%

Common

Value	Count	Frequency (%)
	5035	38.8%
)	1175	9.1%
(	1175	9.1%
1	1133	8.7%
2	719	5.5%
3	622	4.8%
5	442	3.4%
4	433	3.3%
6	387	3.0%
0	376	2.9%
Other values (12)	1476	11.4%

Latin

Value	Count	Frequency (%)
B	5	38.5%
A	4	30.8%
I	1	7.7%
G	1	7.7%
Ⅱ	1	7.7%
W	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19684	60.3%
ASCII	12984	39.7%
None	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5035	38.8%
)	1175	9.0%
(	1175	9.0%
1	1133	8.7%
2	719	5.5%
3	622	4.8%
5	442	3.4%
4	433	3.3%
6	387	3.0%
0	376	2.9%
Other values (16)	1487	11.5%

Hangul

Value	Count	Frequency (%)
동	1511	7.7%
산	1443	7.3%
부	1441	7.3%
광	1257	6.4%
시	1246	6.3%
구	1219	6.2%
역	1194	6.1%
로	1134	5.8%
길	708	3.6%
번	666	3.4%
Other values (295)	7865	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 (%)	77.0%
Missing	669
Missing (%)	37.0%
Infinite	0
Infinite (%)	0.0%
Mean	47878.723

Minimum	46002
Maximum	49523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46248.8
Q1	47142
median	47872
Q3	48714.5
95-th percentile	49393.1
Maximum	49523
Range	3521
Interquartile range (IQR)	1572.5

Descriptive statistics

Standard deviation	979.45324
Coefficient of variation (CV)	0.020456962
Kurtosis	-1.0348566
Mean	47878.723
Median Absolute Deviation (MAD)	745
Skewness	-0.081238816
Sum	54533866
Variance	959328.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48099	8	0.4%
47709	8	0.4%
46327	5	0.3%
47248	5	0.3%
48053	4	0.2%
48095	4	0.2%
46308	4	0.2%
48052	4	0.2%
47142	4	0.2%
47814	4	0.2%
Other values (867)	1089	60.2%
(Missing)	669	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	1135
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	25
Median length	3
Mean length	4.1216814
Min length	2

Characters and Unicode

Total characters	7452
Distinct characters	382
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	893 ?
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%
청수탕	21	1.1%
현대탕	21	1.1%
옥천탕	19	1.0%
천수탕	15	0.8%
산수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
평화탕	13	0.7%
정수탕	13	0.7%
Other values (1191)	1791	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1369	18.4%
수	300	4.0%
천	222	3.0%
대	182	2.4%
우	178	2.4%
사	166	2.2%
나	156	2.1%
	152	2.0%
동	122	1.6%
성	117	1.6%
Other values (372)	4488	60.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7184	96.4%
Space Separator	152	2.0%
Close Punctuation	37	0.5%
Open Punctuation	34	0.5%
Decimal Number	20	0.3%
Uppercase Letter	14	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	1369	19.1%
수	300	4.2%
천	222	3.1%
대	182	2.5%
우	178	2.5%
사	166	2.3%
나	156	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (350)	4259	59.3%

Uppercase Letter

Value	Count	Frequency (%)
G	4	28.6%
O	2	14.3%
L	2	14.3%
B	1	7.1%
J	1	7.1%
M	1	7.1%
W	1	7.1%
S	1	7.1%
F	1	7.1%

Lowercase Letter

Value	Count	Frequency (%)
o	2	28.6%
n	2	28.6%
d	1	14.3%
u	1	14.3%
r	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 (%)
	152	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	7183	96.4%
Common	247	3.3%
Latin	21	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1369	19.1%
수	300	4.2%
천	222	3.1%
대	182	2.5%
우	178	2.5%
사	166	2.3%
나	156	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (349)	4258	59.3%

Latin

Value	Count	Frequency (%)
G	4	19.0%
o	2	9.5%
n	2	9.5%
O	2	9.5%
L	2	9.5%
B	1	4.8%
d	1	4.8%
u	1	4.8%
r	1	4.8%
J	1	4.8%
Other values (4)	4	19.0%

Common

Value	Count	Frequency (%)
	152	61.5%
)	37	15.0%
(	34	13.8%
2	11	4.5%
4	9	3.6%
-	2	0.8%
.	1	0.4%
,	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7183	96.4%
ASCII	268	3.6%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1369	19.1%
수	300	4.2%
천	222	3.1%
대	182	2.5%
우	178	2.5%
사	166	2.3%
나	156	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (349)	4258	59.3%

ASCII

Value	Count	Frequency (%)
	152	56.7%
)	37	13.8%
(	34	12.7%
2	11	4.1%
4	9	3.4%
G	4	1.5%
o	2	0.7%
n	2	0.7%
O	2	0.7%
-	2	0.7%
Other values (12)	13	4.9%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1509
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0123919 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0210128 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	1.999021 × 10¹³
5-th percentile	2.0020422 × 10¹³
Q1	2.0050203 × 10¹³
median	2.0140311 × 10¹³
Q3	2.0191021 × 10¹³
95-th percentile	2.0201113 × 10¹³
Maximum	2.0210128 × 10¹³
Range	2.1991815 × 10¹¹
Interquartile range (IQR)	1.4081816 × 10¹¹

Descriptive statistics

Standard deviation	6.9593979 × 10¹⁰
Coefficient of variation (CV)	0.0034582716
Kurtosis	-1.4250064
Mean	2.0123919 × 10¹³
Median Absolute Deviation (MAD)	6.0313554 × 10¹⁰
Skewness	-0.35080514
Sum	3.6384046 × 10¹⁶
Variance	4.843322 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020418000000	27	1.5%
20030409000000	25	1.4%
20040318000000	14	0.8%
20030303000000	12	0.7%
20031217000000	12	0.7%
20050415000000	12	0.7%
20020422000000	10	0.6%
20041208000000	9	0.5%
20040324000000	9	0.5%
20030722000000	8	0.4%
Other values (1499)	1670	92.4%

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 (%)
20210128145512	1	0.1%
20210128104829	1	0.1%
20210127100711	1	0.1%
20210125144914	1	0.1%
20210125135644	1	0.1%
20210124165714	1	0.1%
20210124165659	1	0.1%
20210124165628	1	0.1%
20210122140939	1	0.1%
20210119174214	1	0.1%

데이터갱신구분
Categorical

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

I	1219
U	589

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	1219	67.4%
U	589	32.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1219	67.4%
u	589	32.6%

데이터갱신일자
Date

Distinct	230
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-30 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	1534
목욕장업 기타	153
공동탕업+찜질시설서비스영업	77
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.710177
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	1534	84.8%
목욕장업 기타	153	8.5%
공동탕업+찜질시설서비스영업	77	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1534	78.2%
목욕장업	153	7.8%
기타	153	7.8%
공동탕업+찜질시설서비스영업	77	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1540
Distinct (%)	90.3%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	387839.04

Minimum	366820.79
Maximum	407878.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	366820.79
5-th percentile	379644.67
Q1	384187.65
median	388187.3
Q3	391124.28
95-th percentile	396841.07
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	6936.6233

Descriptive statistics

Standard deviation	5279.0652
Coefficient of variation (CV)	0.013611485
Kurtosis	0.73687317
Mean	387839.04
Median Absolute Deviation (MAD)	3517.3807
Skewness	0.2534329
Sum	6.6126557 × 10⁸
Variance	27868530
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
389322.400841052	4	0.2%
389655.360752282	4	0.2%
391834.082986499	4	0.2%
386026.75739607	4	0.2%
386428.823034759	3	0.2%
389415.20340442	3	0.2%
392823.81074453	3	0.2%
392683.749989177	3	0.2%
378594.286473542	3	0.2%
389367.860083317	3	0.2%
Other values (1530)	1671	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	1540
Distinct (%)	90.3%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	186675.34

Minimum	173914.72
Maximum	207205.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	177942.38
Q1	182351.86
median	186867.56
Q3	190714.83
95-th percentile	195574.38
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8362.9749

Descriptive statistics

Standard deviation	5627.4431
Coefficient of variation (CV)	0.030145616
Kurtosis	0.027759092
Mean	186675.34
Median Absolute Deviation (MAD)	4090.2099
Skewness	0.23180844
Sum	3.1828145 × 10⁸
Variance	31668115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193209.131530013	4	0.2%
191344.913457427	4	0.2%
189185.417047275	4	0.2%
181580.381775088	4	0.2%
189577.746954425	3	0.2%
193131.590860807	3	0.2%
187864.933254648	3	0.2%
185760.578634347	3	0.2%
180709.776059033	3	0.2%
193006.980331994	3	0.2%
Other values (1530)	1671	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	1534
목욕장업 기타	153
공동탕업+찜질시설서비스영업	77
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.710177
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	1534	84.8%
목욕장업 기타	153	8.5%
공동탕업+찜질시설서비스영업	77	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1534	78.2%
목욕장업	153	7.8%
기타	153	7.8%
공동탕업+찜질시설서비스영업	77	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.4%
Missing	434
Missing (%)	24.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7532751

Minimum	0
Maximum	42
Zeros	350
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	4.4452943
Coefficient of variation (CV)	1.1843774
Kurtosis	16.232946
Mean	3.7532751
Median Absolute Deviation (MAD)	2
Skewness	3.3056149
Sum	5157
Variance	19.760641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	350	19.4%
3	298	16.5%
4	206	11.4%
2	133	7.4%
5	130	7.2%
6	51	2.8%
7	48	2.7%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	84	4.6%
(Missing)	434	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	350	19.4%
1	25	1.4%
2	133	7.4%
3	298	16.5%
4	206	11.4%
5	130	7.2%
6	51	2.8%
7	48	2.7%
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	673
Missing (%)	37.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.76651982

Minimum	0
Maximum	7
Zeros	538
Zeros (%)	29.8%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.0453254
Coefficient of variation (CV)	1.3637291
Kurtosis	7.9164425
Mean	0.76651982
Median Absolute Deviation (MAD)	1
Skewness	2.4124971
Sum	870
Variance	1.0927052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	538	29.8%
1	456	25.2%
2	77	4.3%
3	28	1.5%
4	16	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	673	37.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	538	29.8%
1	456	25.2%
2	77	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	77	4.3%
1	456	25.2%
0	538	29.8%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	623
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3662447

Minimum	0
Maximum	10
Zeros	357
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.4055422
Coefficient of variation (CV)	1.0287631
Kurtosis	5.6446488
Mean	1.3662447
Median Absolute Deviation (MAD)	1
Skewness	1.8158556
Sum	1619
Variance	1.9755488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	368	20.4%
0	357	19.7%
2	299	16.5%
3	77	4.3%
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)	623	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	357	19.7%
1	368	20.4%
2	299	16.5%
3	77	4.3%
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	4.3%
2	299	16.5%
1	368	20.4%
0	357	19.7%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	763
Missing (%)	42.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.2669856

Minimum	0
Maximum	11
Zeros	189
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.7048812
Coefficient of variation (CV)	0.75204762
Kurtosis	2.7309217
Mean	2.2669856
Median Absolute Deviation (MAD)	1
Skewness	1.1272413
Sum	2369
Variance	2.9066197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.1%
3	208	11.5%
0	189	10.5%
1	92	5.1%
4	82	4.5%
5	48	2.7%
6	20	1.1%
7	11	0.6%
8	5	0.3%
9	5	0.3%
Other values (2)	4	0.2%
(Missing)	763	42.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	189	10.5%
1	92	5.1%
2	381	21.1%
3	208	11.5%
4	82	4.5%
5	48	2.7%
6	20	1.1%
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	20	1.1%
5	48	2.7%
4	82	4.5%
3	208	11.5%
2	381	21.1%

사용시작지하층
Categorical

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

<NA>	946
0	772
1	78
2	9
3	3

Length

Max length	4
Median length	4
Mean length	2.5696903
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>	946	52.3%
0	772	42.7%
1	78	4.3%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	946	52.3%
0	772	42.7%
1	78	4.3%
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>	1202
0	515
1	66
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.994469
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>	1202	66.5%
0	515	28.5%
1	66	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	1202	66.5%
0	515	28.5%
1	66	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>	939
0	869

Length

Max length	4
Median length	4
Mean length	2.5580752
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>	939	51.9%
0	869	48.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	939	51.9%
0	869	48.1%

양실수
Categorical

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

<NA>	939
0	869

Length

Max length	4
Median length	4
Mean length	2.5580752
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>	939	51.9%
0	869	48.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	939	51.9%
0	869	48.1%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	611
Missing (%)	33.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.3249791

Minimum	0
Maximum	26
Zeros	618
Zeros (%)	34.2%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	2.1554518
Coefficient of variation (CV)	1.6267817
Kurtosis	31.545357
Mean	1.3249791
Median Absolute Deviation (MAD)	0
Skewness	4.3466486
Sum	1586
Variance	4.6459725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	618	34.2%
2	470	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)	611	33.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	618	34.2%
1	18	1.0%
2	470	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	1356
True	450
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1356	75.0%
True	450	24.9%
(Missing)	2	0.1%

의자수
Categorical

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

<NA>	939
0	868
2	1

Length

Max length	4
Median length	4
Mean length	2.5580752
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>	939	51.9%
0	868	48.0%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	939	51.9%
0	868	48.0%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1807
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>	1807
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022124
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>	1807	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1807	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>	1807
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022124
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>	1807	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1807	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

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

<NA>	1410
자가	272
임대	126

Length

Max length	4
Median length	4
Mean length	3.5597345
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>	1410	78.0%
자가	272	15.0%
임대	126	7.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1410	78.0%
자가	272	15.0%
임대	126	7.0%

세탁기수
Categorical

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

<NA>	1200
0	608

Length

Max length	4
Median length	4
Mean length	2.9911504
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>	1200	66.4%
0	608	33.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1200	66.4%
0	608	33.6%

여성종사자수
Categorical

IMBALANCE

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

<NA>	1762
0	41
2	2
5	1
3	1

Length

Max length	4
Median length	4
Mean length	3.9236726
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>	1762	97.5%
0	41	2.3%
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	1762	97.5%
0	41	2.3%
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>	1762
0	41
1	3
5	1
4	1

Length

Max length	4
Median length	4
Mean length	3.9236726
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>	1762	97.5%
0	41	2.3%
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	1762	97.5%
0	41	2.3%
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>	1227
0	581

Length

Max length	4
Median length	4
Mean length	3.0359513
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>	1227	67.9%
0	581	32.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1227	67.9%
0	581	32.1%

침대수
Categorical

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

<NA>	1228
0	580

Length

Max length	4
Median length	4
Mean length	3.0376106
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>	1228	67.9%
0	580	32.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1228	67.9%
0	580	32.1%

다중이용업소여부
Boolean

IMBALANCE

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

False	1775
True	33

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1775	98.2%
True	33	1.8%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1808
Missing (%)	100.0%
Memory size	16.0 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
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
1798	1799	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>
1799	1800	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>
1800	1801	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>
1801	1802	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>
1802	1803	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>
1803	1804	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>
1804	1805	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>
1805	1806	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>
1806	1807	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>
1807	1808	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