gimi9 Pandas Profiling

Dataset statistics

Number of variables	45
Number of observations	1807
Missing cells	16099
Missing cells (%)	19.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	677.8 KiB
Average record size in memory	384.1 B

Variable types

Numeric	11
Categorical	16
Text	7
DateTime	4
Unsupported	5
Boolean	2

Dataset

Description	2023-08-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123185

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (62.9%)	Imbalance
`위생업태명` is highly imbalanced (62.9%)	Imbalance
`사용끝지하층` is highly imbalanced (51.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (72.5%)	Imbalance
`남성종사자수` is highly imbalanced (69.4%)	Imbalance
`다중이용업소여부` is highly imbalanced (83.8%)	Imbalance
`인허가취소일자` has 1807 (100.0%) missing values	Missing
`폐업일자` has 722 (40.0%) missing values	Missing
`휴업시작일자` has 1807 (100.0%) missing values	Missing
`휴업종료일자` has 1807 (100.0%) missing values	Missing
`재개업일자` has 1807 (100.0%) missing values	Missing
`소재지전화` has 157 (8.7%) missing values	Missing
`도로명전체주소` has 603 (33.4%) missing values	Missing
`도로명우편번호` has 661 (36.6%) missing values	Missing
`좌표정보(x)` has 131 (7.2%) missing values	Missing
`좌표정보(y)` has 131 (7.2%) missing values	Missing
`건물지상층수` has 401 (22.2%) missing values	Missing
`건물지하층수` has 624 (34.5%) missing values	Missing
`사용시작지상층` has 577 (31.9%) missing values	Missing
`사용끝지상층` has 666 (36.9%) missing values	Missing
`욕실수` has 567 (31.4%) missing values	Missing
`조건부허가신고사유` has 1806 (99.9%) missing values	Missing
`Unnamed: 44` has 1807 (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: 44` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` has 116 (6.4%) zeros	Zeros
`건물지상층수` has 377 (20.9%) zeros	Zeros
`건물지하층수` has 581 (32.2%) zeros	Zeros
`사용시작지상층` has 392 (21.7%) zeros	Zeros
`사용끝지상층` has 276 (15.3%) zeros	Zeros
`욕실수` has 648 (35.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:39:09.316456
Analysis finished	2024-04-17 21:39:10.235390
Duration	0.92 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1807
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	904

Minimum	1
Maximum	1807
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	1
5-th percentile	91.3
Q1	452.5
median	904
Q3	1355.5
95-th percentile	1716.7
Maximum	1807
Range	1806
Interquartile range (IQR)	903

Descriptive statistics

Standard deviation	521.78029
Coefficient of variation (CV)	0.57719058
Kurtosis	-1.2
Mean	904
Median Absolute Deviation (MAD)	452
Skewness	0
Sum	1633528
Variance	272254.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1188	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%
1207	1	0.1%
Other values (1797)	1797	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 (%)
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%
1798	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

목욕장업	1807

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	1807	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1807	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

11_44_01_P	1807

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	1807	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1807	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323126.7

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	40085.968
Coefficient of variation (CV)	0.012062726
Kurtosis	-0.91668776
Mean	3323126.7
Median Absolute Deviation (MAD)	30000
Skewness	0.12263238
Sum	6.00489 × 10⁹
Variance	1.6068848 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	223	12.3%
3340000	174	9.6%
3330000	160	8.9%
3310000	148	8.2%
3300000	147	8.1%
3370000	130	7.2%
3320000	126	7.0%
3350000	113	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	380	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	63	3.5%
3260000	74	4.1%
3270000	94	5.2%
3280000	72	4.0%
3290000	223	12.3%
3300000	147	8.1%
3310000	148	8.2%
3320000	126	7.0%
3330000	160	8.9%
3340000	174	9.6%

Value	Count	Frequency (%)
3400000	46	2.5%
3390000	94	5.2%
3380000	112	6.2%
3370000	130	7.2%
3360000	31	1.7%
3350000	113	6.3%
3340000	174	9.6%
3330000	160	8.9%
3320000	126	7.0%
3310000	148	8.2%

관리번호
Text

UNIQUE

Distinct	1807
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

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

Characters and Unicode

Total characters	39754
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	1807 ?
Unique (%)	100.0%

Sample

1st row	3250000-202-2022-00001
2nd row	3250000-202-2005-00001
3rd row	3250000-202-1984-00152
4th row	3250000-202-1988-00159
5th row	3250000-202-1960-00144

Value	Count	Frequency (%)
3250000-202-2022-00001	1	0.1%
3310000-202-1982-00924	1	0.1%
3310000-202-1984-01041	1	0.1%
3310000-202-1982-00342	1	0.1%
3310000-202-1992-00725	1	0.1%
3310000-202-1982-01099	1	0.1%
3310000-202-1963-01039	1	0.1%
3310000-202-1981-00159	1	0.1%
3310000-202-1981-00103	1	0.1%
3310000-202-1992-00972	1	0.1%
Other values (1797)	1797	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15356	38.6%
2	5655	14.2%
-	5421	13.6%
3	3922	9.9%
1	2718	6.8%
9	2500	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34333	86.4%
Dash Punctuation	5421	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15356	44.7%
2	5655	16.5%
3	3922	11.4%
1	2718	7.9%
9	2500	7.3%
8	1135	3.3%
4	936	2.7%
7	832	2.4%
5	684	2.0%
6	595	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5421	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39754	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15356	38.6%
2	5655	14.2%
-	5421	13.6%
3	3922	9.9%
1	2718	6.8%
9	2500	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15356	38.6%
2	5655	14.2%
-	5421	13.6%
3	3922	9.9%
1	2718	6.8%
9	2500	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

인허가일자
Date

Distinct	1539
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	1954-01-31 00:00:00
Maximum	2023-06-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1807
Missing (%)	100.0%
Memory size	16.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

3	1085
1	722

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1085	60.0%
1	722	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1085	60.0%
1	722	40.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

폐업	1085
영업/정상	722

Length

Max length	5
Median length	2
Mean length	3.1986718
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1085	60.0%
영업/정상	722	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1085	60.0%
영업/정상	722	40.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

2	1085
1	722

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1085	60.0%
1	722	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1085	60.0%
1	722	40.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

폐업	1085
영업	722

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1085	60.0%
영업	722	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1085	60.0%
영업	722	40.0%

폐업일자
Date

MISSING

Distinct	915
Distinct (%)	84.3%
Missing	722
Missing (%)	40.0%
Memory size	14.2 KiB

Minimum	1990-10-19 00:00:00
Maximum	2023-07-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1807
Missing (%)	100.0%
Memory size	16.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1807
Missing (%)	100.0%
Memory size	16.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1807
Missing (%)	100.0%
Memory size	16.0 KiB

소재지전화
Text

MISSING

Distinct	1612
Distinct (%)	97.7%
Missing	157
Missing (%)	8.7%
Memory size	14.2 KiB

Length

Max length	12
Median length	11
Mean length	11.127879
Min length	7

Characters and Unicode

Total characters	18361
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	1575 ?
Unique (%)	95.5%

Sample

1st row	051 462 7616
2nd row	051 4692777
3rd row	051 4633803
4th row	051 2472425
5th row	051 2449501

Value	Count	Frequency (%)
051	1595	44.8%
808	8	0.2%
893	7	0.2%
261	5	0.1%
891	5	0.1%
816	5	0.1%
802	5	0.1%
070	5	0.1%
897	5	0.1%
727	4	0.1%
Other values (1774)	1917	53.8%

Most occurring characters

Value	Count	Frequency (%)
5	3007	16.4%
0	2801	15.3%
1	2725	14.8%
	1920	10.5%
2	1445	7.9%
3	1304	7.1%
6	1230	6.7%
4	1113	6.1%
7	1076	5.9%
8	1034	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16441	89.5%
Space Separator	1920	10.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3007	18.3%
0	2801	17.0%
1	2725	16.6%
2	1445	8.8%
3	1304	7.9%
6	1230	7.5%
4	1113	6.8%
7	1076	6.5%
8	1034	6.3%
9	706	4.3%

Space Separator

Value	Count	Frequency (%)
	1920	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18361	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3007	16.4%
0	2801	15.3%
1	2725	14.8%
	1920	10.5%
2	1445	7.9%
3	1304	7.1%
6	1230	6.7%
4	1113	6.1%
7	1076	5.9%
8	1034	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3007	16.4%
0	2801	15.3%
1	2725	14.8%
	1920	10.5%
2	1445	7.9%
3	1304	7.1%
6	1230	6.7%
4	1113	6.1%
7	1076	5.9%
8	1034	5.6%

소재지면적
Real number (ℝ)

ZEROS

Distinct	1587
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	498.39562

Minimum	0
Maximum	8878.3
Zeros	116
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	237.42
median	348
Q3	536.28
95-th percentile	1381.664
Maximum	8878.3
Range	8878.3
Interquartile range (IQR)	298.86

Descriptive statistics

Standard deviation	613.58297
Coefficient of variation (CV)	1.2311163
Kurtosis	50.784745
Mean	498.39562
Median Absolute Deviation (MAD)	137.19
Skewness	5.7357924
Sum	896115.33
Variance	376484.07
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	116	6.4%
330.0	5	0.3%
478.0	3	0.2%
363.3	3	0.2%
798.24	3	0.2%
427.44	3	0.2%
506.24	3	0.2%
252.17	3	0.2%
348.0	3	0.2%
93.73	3	0.2%
Other values (1577)	1653	91.5%
(Missing)	9	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	116	6.4%
16.65	1	0.1%
38.67	1	0.1%
60.9	1	0.1%
60.99	1	0.1%
66.0	1	0.1%
66.7	1	0.1%
72.39	1	0.1%
74.24	1	0.1%
80.99	1	0.1%

Value	Count	Frequency (%)
8878.3	1	0.1%
7380.0	1	0.1%
7095.85	1	0.1%
6261.31	1	0.1%
6160.67	1	0.1%
4941.04	1	0.1%
4669.74	1	0.1%
4518.62	1	0.1%
4351.55	1	0.1%
3776.66	1	0.1%

소재지우편번호
Text

Distinct	631
Distinct (%)	35.1%
Missing	7
Missing (%)	0.4%
Memory size	14.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	12600
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	196 ?
Unique (%)	10.9%

Sample

1st row	600-800
2nd row	600-816
3rd row	600-110
4th row	600-062
5th row	600-808

Value	Count	Frequency (%)
604-851	15	0.8%
612-847	12	0.7%
612-846	12	0.7%
608-808	11	0.6%
608-828	11	0.6%
614-822	10	0.6%
607-833	9	0.5%
613-805	9	0.5%
607-826	9	0.5%
613-832	9	0.5%
Other values (621)	1693	94.1%

Most occurring characters

Value	Count	Frequency (%)
6	2207	17.5%
8	1951	15.5%
-	1800	14.3%
0	1754	13.9%
1	1726	13.7%
2	838	6.7%
4	730	5.8%
3	571	4.5%
7	441	3.5%
9	320	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10800	85.7%
Dash Punctuation	1800	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	2207	20.4%
8	1951	18.1%
0	1754	16.2%
1	1726	16.0%
2	838	7.8%
4	730	6.8%
3	571	5.3%
7	441	4.1%
9	320	3.0%
5	262	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12600	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	2207	17.5%
8	1951	15.5%
-	1800	14.3%
0	1754	13.9%
1	1726	13.7%
2	838	6.7%
4	730	5.8%
3	571	4.5%
7	441	3.5%
9	320	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	2207	17.5%
8	1951	15.5%
-	1800	14.3%
0	1754	13.9%
1	1726	13.7%
2	838	6.7%
4	730	5.8%
3	571	4.5%
7	441	3.5%
9	320	2.5%

소재지전체주소
Text

Distinct	1751
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	52
Median length	44
Mean length	23.147759
Min length	16

Characters and Unicode

Total characters	41828
Distinct characters	278
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	1701 ?
Unique (%)	94.1%

Sample

1st row	부산광역시 중구 대청동4가 24-1
2nd row	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)
3rd row	부산광역시 중구 영주동 292-10
4th row	부산광역시 중구 신창동2가 21-2
5th row	부산광역시 중구 부평동3가 22-1 외 2필지

Value	Count	Frequency (%)
부산광역시	1807	22.4%
t통b반	334	4.1%
부산진구	223	2.8%
사하구	174	2.2%
해운대구	160	2.0%
남구	148	1.8%
동래구	147	1.8%
연제구	130	1.6%
북구	126	1.6%
금정구	113	1.4%
Other values (2204)	4701	58.3%

Most occurring characters

Value	Count	Frequency (%)
	6257	15.0%
산	2159	5.2%
부	2150	5.1%
동	2089	5.0%
1	1902	4.5%
광	1878	4.5%
구	1829	4.4%
시	1820	4.4%
역	1811	4.3%
-	1679	4.0%
Other values (268)	18254	43.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24184	57.8%
Decimal Number	8781	21.0%
Space Separator	6257	15.0%
Dash Punctuation	1679	4.0%
Uppercase Letter	683	1.6%
Other Punctuation	114	0.3%
Open Punctuation	61	0.1%
Close 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	2159	8.9%
부	2150	8.9%
동	2089	8.6%
광	1878	7.8%
구	1829	7.6%
시	1820	7.5%
역	1811	7.5%
지	1256	5.2%
번	1186	4.9%
반	385	1.6%
Other values (242)	7621	31.5%

Decimal Number

Value	Count	Frequency (%)
1	1902	21.7%
2	1137	12.9%
3	994	11.3%
4	881	10.0%
5	779	8.9%
6	678	7.7%
7	649	7.4%
0	612	7.0%
8	609	6.9%
9	540	6.1%

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 (%)
	6257	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1679	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close 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	24184	57.8%
Common	16960	40.5%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2159	8.9%
부	2150	8.9%
동	2089	8.6%
광	1878	7.8%
구	1829	7.6%
시	1820	7.5%
역	1811	7.5%
지	1256	5.2%
번	1186	4.9%
반	385	1.6%
Other values (242)	7621	31.5%

Common

Value	Count	Frequency (%)
	6257	36.9%
1	1902	11.2%
-	1679	9.9%
2	1137	6.7%
3	994	5.9%
4	881	5.2%
5	779	4.6%
6	678	4.0%
7	649	3.8%
0	612	3.6%
Other values (8)	1392	8.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24184	57.8%
ASCII	17643	42.2%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6257	35.5%
1	1902	10.8%
-	1679	9.5%
2	1137	6.4%
3	994	5.6%
4	881	5.0%
5	779	4.4%
6	678	3.8%
7	649	3.7%
0	612	3.5%
Other values (15)	2075	11.8%

Hangul

Value	Count	Frequency (%)
산	2159	8.9%
부	2150	8.9%
동	2089	8.6%
광	1878	7.8%
구	1829	7.6%
시	1820	7.5%
역	1811	7.5%
지	1256	5.2%
번	1186	4.9%
반	385	1.6%
Other values (242)	7621	31.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1191
Distinct (%)	98.9%
Missing	603
Missing (%)	33.4%
Memory size	14.2 KiB

Length

Max length	59
Median length	50
Mean length	27.610465
Min length	20

Characters and Unicode

Total characters	33243
Distinct characters	337
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	1178 ?
Unique (%)	97.8%

Sample

1st row	부산광역시 중구 대청북길 44, 1-3층 (대청동4가)
2nd row	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)
3rd row	부산광역시 중구 영주로 20 (영주동)
4th row	부산광역시 중구 광복로43번길 12 (신창동2가)
5th row	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)

Value	Count	Frequency (%)
부산광역시	1204	19.0%
부산진구	155	2.4%
해운대구	104	1.6%
남구	104	1.6%
사하구	103	1.6%
동래구	96	1.5%
연제구	84	1.3%
북구	78	1.2%
금정구	75	1.2%
사상구	72	1.1%
Other values (1738)	4258	67.2%

Most occurring characters

Value	Count	Frequency (%)
	5130	15.4%
동	1526	4.6%
부	1459	4.4%
산	1459	4.4%
광	1272	3.8%
시	1262	3.8%
구	1235	3.7%
역	1209	3.6%
)	1189	3.6%
(	1189	3.6%
Other values (327)	16313	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19996	60.2%
Decimal Number	5138	15.5%
Space Separator	5130	15.4%
Close Punctuation	1190	3.6%
Open Punctuation	1190	3.6%
Other Punctuation	366	1.1%
Dash Punctuation	204	0.6%
Uppercase Letter	15	< 0.1%
Math Symbol	13	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1526	7.6%
부	1459	7.3%
산	1459	7.3%
광	1272	6.4%
시	1262	6.3%
구	1235	6.2%
역	1209	6.0%
로	1146	5.7%
길	714	3.6%
번	671	3.4%
Other values (299)	8043	40.2%

Decimal Number

Value	Count	Frequency (%)
1	1162	22.6%
2	723	14.1%
3	642	12.5%
5	453	8.8%
4	445	8.7%
6	393	7.6%
0	387	7.5%
7	355	6.9%
9	292	5.7%
8	286	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	7	46.7%
A	4	26.7%
W	2	13.3%
I	1	6.7%
G	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
,	361	98.6%
.	3	0.8%
@	1	0.3%
*	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1189	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1189	99.9%
[	1	0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	5130	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	204	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19996	60.2%
Common	13231	39.8%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1526	7.6%
부	1459	7.3%
산	1459	7.3%
광	1272	6.4%
시	1262	6.3%
구	1235	6.2%
역	1209	6.0%
로	1146	5.7%
길	714	3.6%
번	671	3.4%
Other values (299)	8043	40.2%

Common

Value	Count	Frequency (%)
	5130	38.8%
)	1189	9.0%
(	1189	9.0%
1	1162	8.8%
2	723	5.5%
3	642	4.9%
5	453	3.4%
4	445	3.4%
6	393	3.0%
0	387	2.9%
Other values (12)	1518	11.5%

Latin

Value	Count	Frequency (%)
B	7	43.8%
A	4	25.0%
W	2	12.5%
Ⅱ	1	6.2%
I	1	6.2%
G	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19996	60.2%
ASCII	13245	39.8%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5130	38.7%
)	1189	9.0%
(	1189	9.0%
1	1162	8.8%
2	723	5.5%
3	642	4.8%
5	453	3.4%
4	445	3.4%
6	393	3.0%
0	387	2.9%
Other values (16)	1532	11.6%

Hangul

Value	Count	Frequency (%)
동	1526	7.6%
부	1459	7.3%
산	1459	7.3%
광	1272	6.4%
시	1262	6.3%
구	1235	6.2%
역	1209	6.0%
로	1146	5.7%
길	714	3.6%
번	671	3.4%
Other values (299)	8043	40.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	76.5%
Missing	661
Missing (%)	36.6%
Infinite	0
Infinite (%)	0.0%
Mean	47879.856

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	46249
Q1	47140.5
median	47878
Q3	48720.5
95-th percentile	49395.5
Maximum	49523
Range	3521
Interquartile range (IQR)	1580

Descriptive statistics

Standard deviation	984.06963
Coefficient of variation (CV)	0.020552895
Kurtosis	-1.0526688
Mean	47879.856
Median Absolute Deviation (MAD)	760.5
Skewness	-0.078777699
Sum	54870315
Variance	968393.04
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48099	9	0.5%
47709	8	0.4%
47248	6	0.3%
46327	5	0.3%
48095	4	0.2%
48053	4	0.2%
46308	4	0.2%
47712	4	0.2%
47142	4	0.2%
48052	4	0.2%
Other values (867)	1094	60.5%
(Missing)	661	36.6%

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	1140
Distinct (%)	63.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	27
Median length	3
Mean length	4.1710017
Min length	2

Characters and Unicode

Total characters	7537
Distinct characters	396
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	901 ?
Unique (%)	49.9%

Sample

1st row	대청행복탕
2nd row	마린목욕탕
3rd row	거북탕
4th row	녹수탕
5th row	금강스파

Value	Count	Frequency (%)
사우나	27	1.4%
청수탕	21	1.1%
현대탕	19	1.0%
옥천탕	19	1.0%
천수탕	16	0.8%
목욕탕	15	0.8%
산수탕	15	0.8%
장수탕	14	0.7%
평화탕	13	0.7%
약수탕	13	0.7%
Other values (1202)	1802	91.3%

Most occurring characters

Value	Count	Frequency (%)
탕	1357	18.0%
수	300	4.0%
천	222	2.9%
우	182	2.4%
대	179	2.4%
사	170	2.3%
	167	2.2%
나	160	2.1%
동	122	1.6%
스	117	1.6%
Other values (386)	4561	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7239	96.0%
Space Separator	167	2.2%
Close Punctuation	39	0.5%
Open Punctuation	36	0.5%
Uppercase Letter	25	0.3%
Decimal Number	19	0.3%
Lowercase Letter	7	0.1%
Other Punctuation	3	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1357	18.7%
수	300	4.1%
천	222	3.1%
우	182	2.5%
대	179	2.5%
사	170	2.3%
나	160	2.2%
동	122	1.7%
스	117	1.6%
성	116	1.6%
Other values (357)	4314	59.6%

Uppercase Letter

Value	Count	Frequency (%)
G	4	16.0%
O	3	12.0%
L	3	12.0%
S	3	12.0%
W	2	8.0%
B	2	8.0%
F	1	4.0%
J	1	4.0%
M	1	4.0%
I	1	4.0%
Other values (4)	4	16.0%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
2	10	52.6%
4	8	42.1%
1	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	1	33.3%
,	1	33.3%
&	1	33.3%

Space Separator

Value	Count	Frequency (%)
	167	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	36	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7238	96.0%
Common	266	3.5%
Latin	32	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1357	18.7%
수	300	4.1%
천	222	3.1%
우	182	2.5%
대	179	2.5%
사	170	2.3%
나	160	2.2%
동	122	1.7%
스	117	1.6%
성	116	1.6%
Other values (356)	4313	59.6%

Latin

Value	Count	Frequency (%)
G	4	12.5%
O	3	9.4%
L	3	9.4%
S	3	9.4%
W	2	6.2%
o	2	6.2%
n	2	6.2%
B	2	6.2%
F	1	3.1%
d	1	3.1%
Other values (9)	9	28.1%

Common

Value	Count	Frequency (%)
	167	62.8%
)	39	14.7%
(	36	13.5%
2	10	3.8%
4	8	3.0%
-	2	0.8%
.	1	0.4%
1	1	0.4%
,	1	0.4%
&	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7238	96.0%
ASCII	298	4.0%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1357	18.7%
수	300	4.1%
천	222	3.1%
우	182	2.5%
대	179	2.5%
사	170	2.3%
나	160	2.2%
동	122	1.7%
스	117	1.6%
성	116	1.6%
Other values (356)	4313	59.6%

ASCII

Value	Count	Frequency (%)
	167	56.0%
)	39	13.1%
(	36	12.1%
2	10	3.4%
4	8	2.7%
G	4	1.3%
O	3	1.0%
L	3	1.0%
S	3	1.0%
W	2	0.7%
Other values (19)	23	7.7%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Date

Distinct	1532
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	1999-02-10 00:00:00
Maximum	2023-07-07 15:13:27

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

I	1046
U	761

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1046	57.9%
U	761	42.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1046	57.9%
u	761	42.1%

데이터갱신일자
Date

Distinct	389
Distinct (%)	21.5%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-07-09 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	14.2 KiB

공동탕업	1525
목욕장업 기타	160
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7277255
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+찜질시설서비스영업

Common Values

Value	Count	Frequency (%)
공동탕업	1525	84.4%
목욕장업 기타	160	8.9%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1525	77.5%
목욕장업	160	8.1%
기타	160	8.1%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1511
Distinct (%)	90.2%
Missing	131
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	387815.36

Minimum	366820.79
Maximum	407878
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	366820.79
5-th percentile	379623.79
Q1	384030.4
median	388133.58
Q3	391170.37
95-th percentile	397021.29
Maximum	407878
Range	41057.216
Interquartile range (IQR)	7139.9735

Descriptive statistics

Standard deviation	5338.1042
Coefficient of variation (CV)	0.013764551
Kurtosis	0.66287223
Mean	387815.36
Median Absolute Deviation (MAD)	3596.4733
Skewness	0.2751683
Sum	6.4997854 × 10⁸
Variance	28495356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386026.75739607	4	0.2%
391834.082986499	4	0.2%
389415.20340442	3	0.2%
389680.677797295	3	0.2%
392683.749989177	3	0.2%
388552.977112094	3	0.2%
383091.957810087	3	0.2%
379618.460093644	3	0.2%
391103.422349355	3	0.2%
386428.823034759	3	0.2%
Other values (1501)	1644	91.0%
(Missing)	131	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366820.787750492	1	0.1%
370718.68095413	1	0.1%
372902.666793487	1	0.1%
373056.591154247	1	0.1%
373088.08750839	2	0.1%
373178.636649203	1	0.1%
373368.868121567	1	0.1%
373512.891351707	2	0.1%
374901.846816856	2	0.1%
375279.393220432	1	0.1%

Value	Count	Frequency (%)
407878.004041358	1	0.1%
407739.061113608	1	0.1%
407413.973711585	1	0.1%
407195.384771566	1	0.1%
406981.949996683	1	0.1%
405347.006280193	1	0.1%
405172.859382016	1	0.1%
404770.45246328	1	0.1%
404674.707509308	1	0.1%
403841.725234449	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1511
Distinct (%)	90.2%
Missing	131
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	186600.39

Minimum	173914.72
Maximum	207205.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	177841.11
Q1	182177.57
median	186774.33
Q3	190600.22
95-th percentile	195664.97
Maximum	207205.27
Range	33290.55
Interquartile range (IQR)	8422.6486

Descriptive statistics

Standard deviation	5651.0478
Coefficient of variation (CV)	0.030284223
Kurtosis	0.050443875
Mean	186600.39
Median Absolute Deviation (MAD)	4117.8245
Skewness	0.25967456
Sum	3.1274225 × 10⁸
Variance	31934341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181580.381775088	4	0.2%
189185.417047275	4	0.2%
193131.590860807	3	0.2%
182339.017460953	3	0.2%
185760.578634347	3	0.2%
184433.515092005	3	0.2%
179227.873327685	3	0.2%
174097.616386311	3	0.2%
182446.170472991	3	0.2%
189577.746954425	3	0.2%
Other values (1501)	1644	91.0%
(Missing)	131	7.2%

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%
174676.412428457	1	0.1%
174765.307900471	1	0.1%
174811.513941025	1	0.1%
174885.756922702	2	0.1%

Value	Count	Frequency (%)
207205.267789628	1	0.1%
207141.913579437	1	0.1%
206164.575140106	1	0.1%
205671.36699064	1	0.1%
205652.48759924	1	0.1%
205455.065758112	1	0.1%
205405.417865169	1	0.1%
205366.743408054	1	0.1%
205061.201316499	1	0.1%
204747.884437376	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

공동탕업	1525
목욕장업 기타	160
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7277255
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+찜질시설서비스영업

Common Values

Value	Count	Frequency (%)
공동탕업	1525	84.4%
목욕장업 기타	160	8.9%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1525	77.5%
목욕장업	160	8.1%
기타	160	8.1%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.3%
Missing	401
Missing (%)	22.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.688478

Minimum	0
Maximum	42
Zeros	377
Zeros (%)	20.9%
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	4.4290816
Coefficient of variation (CV)	1.2007884
Kurtosis	16.277337
Mean	3.688478
Median Absolute Deviation (MAD)	2
Skewness	3.3012208
Sum	5186
Variance	19.616764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	377	20.9%
3	298	16.5%
4	208	11.5%
2	133	7.4%
5	132	7.3%
6	51	2.8%
7	48	2.7%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	85	4.7%
(Missing)	401	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	377	20.9%
1	25	1.4%
2	133	7.4%
3	298	16.5%
4	208	11.5%
5	132	7.3%
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	624
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.7430262

Minimum	0
Maximum	7
Zeros	581
Zeros (%)	32.2%
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	1.0389536
Coefficient of variation (CV)	1.3982732
Kurtosis	8.0407605
Mean	0.7430262
Median Absolute Deviation (MAD)	1
Skewness	2.4375294
Sum	879
Variance	1.0794247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	581	32.2%
1	459	25.4%
2	78	4.3%
3	28	1.5%
4	17	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	624	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	581	32.2%
1	459	25.4%
2	78	4.3%
3	28	1.5%
4	17	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	17	0.9%
3	28	1.5%
2	78	4.3%
1	459	25.4%
0	581	32.2%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	577
Missing (%)	31.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.3325203

Minimum	0
Maximum	10
Zeros	392
Zeros (%)	21.7%
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	1.4087369
Coefficient of variation (CV)	1.0571973
Kurtosis	5.5805214
Mean	1.3325203
Median Absolute Deviation (MAD)	1
Skewness	1.8262798
Sum	1639
Variance	1.9845396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	392	21.7%
1	375	20.8%
2	300	16.6%
3	77	4.3%
4	42	2.3%
5	21	1.2%
6	14	0.8%
8	4	0.2%
10	3	0.2%
7	2	0.1%
(Missing)	577	31.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	392	21.7%
1	375	20.8%
2	300	16.6%
3	77	4.3%
4	42	2.3%
5	21	1.2%
6	14	0.8%
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	14	0.8%
5	21	1.2%
4	42	2.3%
3	77	4.3%
2	300	16.6%
1	375	20.8%
0	392	21.7%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	666
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.1042945

Minimum	0
Maximum	11
Zeros	276
Zeros (%)	15.3%
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	1.7568385
Coefficient of variation (CV)	0.83488244
Kurtosis	2.4367889
Mean	2.1042945
Median Absolute Deviation (MAD)	1
Skewness	1.1163618
Sum	2401
Variance	3.0864815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	382	21.1%
0	276	15.3%
3	211	11.7%
1	94	5.2%
4	83	4.6%
5	48	2.7%
6	21	1.2%
7	11	0.6%
9	6	0.3%
8	5	0.3%
Other values (2)	4	0.2%
(Missing)	666	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	276	15.3%
1	94	5.2%
2	382	21.1%
3	211	11.7%
4	83	4.6%
5	48	2.7%
6	21	1.2%
7	11	0.6%
8	5	0.3%
9	6	0.3%

Value	Count	Frequency (%)
11	1	0.1%
10	3	0.2%
9	6	0.3%
8	5	0.3%
7	11	0.6%
6	21	1.2%
5	48	2.7%
4	83	4.6%
3	211	11.7%
2	382	21.1%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

0	867
<NA>	847
1	81
2	9
3	3

Length

Max length	4
Median length	1
Mean length	2.4061981
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	867	48.0%
<NA>	847	46.9%
1	81	4.5%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	867	48.0%
na	847	46.9%
1	81	4.5%
2	9	0.5%
3	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1048
0	665
1	69
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.7399004
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	1048	58.0%
0	665	36.8%
1	69	3.8%
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	1048	58.0%
0	665	36.8%
1	69	3.8%
2	21	1.2%
3	3	0.2%
4	1	0.1%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	567
Missing (%)	31.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.3120968

Minimum	0
Maximum	26
Zeros	648
Zeros (%)	35.9%
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	2.1464197
Coefficient of variation (CV)	1.63587
Kurtosis	31.126857
Mean	1.3120968
Median Absolute Deviation (MAD)	0
Skewness	4.3038528
Sum	1627
Variance	4.6071175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	648	35.9%
2	478	26.5%
6	30	1.7%
4	26	1.4%
1	19	1.1%
8	14	0.8%
10	6	0.3%
3	5	0.3%
5	3	0.2%
18	2	0.1%
Other values (7)	9	0.5%
(Missing)	567	31.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	648	35.9%
1	19	1.1%
2	478	26.5%
3	5	0.3%
4	26	1.4%
5	3	0.2%
6	30	1.7%
8	14	0.8%
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	14	0.8%

발한실여부
Boolean

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

False	1347
True	458
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1347	74.5%
True	458	25.3%
(Missing)	2	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1806
Missing (%)	99.9%
Memory size	14.2 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	14.2 KiB

<NA>	1806
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022136
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>	1806	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1806	99.9%
20190501	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1806
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022136
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>	1806	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1806	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1405
자가	274
임대	128

Length

Max length	4
Median length	4
Mean length	3.5550636
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1405	77.8%
자가	274	15.2%
임대	128	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1405	77.8%
자가	274	15.2%
임대	128	7.1%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1477
0	325
2	2
1	1
3	1

Length

Max length	4
Median length	4
Mean length	3.4521306
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1477	81.7%
0	325	18.0%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1477	81.7%
0	325	18.0%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1477
0	325
1	3
4	1
5	1

Length

Max length	4
Median length	4
Mean length	3.4521306
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1477	81.7%
0	325	18.0%
1	3	0.2%
4	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1477	81.7%
0	325	18.0%
1	3	0.2%
4	1	0.1%
5	1	0.1%

다중이용업소여부
Boolean

IMBALANCE

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

False	1764
True	43

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1764	97.6%
True	43	2.4%

Unnamed: 44
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1807
Missing (%)	100.0%
Memory size	16.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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	욕실수	발한실여부	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	다중이용업소여부	Unnamed: 44
0	1	목욕장업	11_44_01_P	3250000	3250000-202-2022-00001	2022-03-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 462 7616	354.91	600-800	부산광역시 중구 대청동4가 24-1	부산광역시 중구 대청북길 44, 1-3층 (대청동4가)	48971	대청행복탕	2023-05-19 14:45:43	U	2023-05-21 02:40:00	공동탕업	385153.11515	180500.97525	공동탕업	4	1	1	3	0	0	2	Y	<NA>	<NA>	<NA>	임대	0	0	N	<NA>
1	2	목욕장업	11_44_01_P	3250000	3250000-202-2005-00001	2005-02-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4692777	462.0	600-816	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)	48936	마린목욕탕	2020-12-04 17:43:58	U	2020-12-06 02:40:00	공동탕업	385825.756708	180869.292985	공동탕업	19	3	0	0	1	1	1	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2	3	목욕장업	11_44_01_P	3250000	3250000-202-1984-00152	1984-02-17	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4633803	405.0	600-110	부산광역시 중구 영주동 292-10	부산광역시 중구 영주로 20 (영주동)	48916	거북탕	2020-12-04 17:39:20	U	2020-12-06 02:40:00	공동탕업	385168.082468	180838.190458	공동탕업	0	0	0	0	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
3	4	목욕장업	11_44_01_P	3250000	3250000-202-1988-00159	1988-09-13	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2472425	338.97	600-062	부산광역시 중구 신창동2가 21-2	부산광역시 중구 광복로43번길 12 (신창동2가)	48947	녹수탕	2020-12-04 17:40:55	U	2020-12-06 02:40:00	공동탕업	385015.385	179808.355521	공동탕업	4	1	2	4	0	0	0	N	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	<NA>
4	5	목욕장업	11_44_01_P	3250000	3250000-202-1960-00144	1960-12-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2449501	1416.48	600-808	부산광역시 중구 부평동3가 22-1 외 2필지	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)	48976	금강스파	2021-10-18 16:20:24	U	2021-10-20 02:40:00	공동탕업+찜질시설서비스영업	384542.121202	179994.202104	공동탕업+찜질시설서비스영업	5	1	5	5	1	1	0	N	<NA>	<NA>	<NA>	<NA>	0	0	Y	<NA>
5	6	목욕장업	11_44_01_P	3250000	3250000-202-1960-00146	1960-12-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2443396	517.0	600-074	부산광역시 중구 부평동4가 28-3	부산광역시 중구 흑교로21번길 21 (부평동4가)	48974	부천탕	2021-01-14 13:35:18	U	2021-01-16 02:40:00	공동탕업	384380.762746	179907.143964	공동탕업	0	0	0	0	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
6	7	목욕장업	11_44_01_P	3250000	3250000-202-1982-00151	1982-11-12	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 469 3202	232.0	600-811	부산광역시 중구 영주동 636-2	부산광역시 중구 중구로188번길 21 (영주동)	48922	청호탕	2020-08-14 13:34:34	U	2020-08-16 02:40:00	공동탕업	385598.846694	180987.169146	공동탕업	0	0	0	0	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
7	8	목욕장업	11_44_01_P	3250000	3250000-202-1969-00001	1969-12-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2451969	233.0	600-806	부산광역시 중구 부평동2가 68-6	부산광역시 중구 중구로33번길 44 (부평동2가)	48977	청수탕	2021-01-18 09:43:52	U	2021-01-20 02:40:00	공동탕업	384626.918928	179878.92302	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
8	9	목욕장업	11_44_01_P	3250000	3250000-202-1970-00004	1970-12-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4698444	156.0	600-110	부산광역시 중구 영주동 277-16	부산광역시 중구 동영로 77-1 (영주동)	48915	영주탕	2020-12-04 17:37:03	U	2020-12-06 02:40:00	공동탕업	385201.615276	181101.034719	공동탕업	0	0	0	0	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
9	10	목욕장업	11_44_01_P	3250000	3250000-202-1960-00147	1960-12-10	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 231 4848	337.0	600-012	부산광역시 중구 중앙동2가 21-1 , 6, 8	부산광역시 중구 대청로138번길 15-1 (중앙동2가, 21-1, 6, 8)	48956	신수탕	2022-03-18 10:54:44	U	2022-03-20 02:40:00	공동탕업	385508.413955	179934.600251	공동탕업	0	0	0	0	0	0	0	N	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>

	번호	개방서비스명	개방서비스아이디	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	욕실수	발한실여부	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	다중이용업소여부	Unnamed: 44
1797	1798	목욕장업	11_44_01_P	3400000	3400000-202-1984-00336	1984-03-05	<NA>	3	폐업	2	폐업	2020-07-10	<NA>	<NA>	<NA>	051 7215512	722.19	619-912	부산광역시 기장군 일광면 삼성리 33-6	부산광역시 기장군 일광면 삼성3길 55-1	46044	명성탕	2020-07-10 15:41:25	U	2020-07-12 02:40:00	공동탕업	403211.411795	198587.35366	공동탕업	3	0	1	3	0	0	4	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	<NA>
1798	1799	목욕장업	11_44_01_P	3400000	3400000-202-1998-00088	1998-08-19	<NA>	3	폐업	2	폐업	2009-07-24	<NA>	<NA>	<NA>	051 7210905	550.19	619-904	부산광역시 기장군 기장읍 대변리 423번지	<NA>	<NA>	대변항해수탕	2003-12-19 00:00:00	I	2018-08-31 23:59:59	공동탕업	402751.009587	194137.606353	공동탕업	3	<NA>	3	3	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	<NA>
1799	1800	목욕장업	11_44_01_P	3400000	3400000-202-2009-00001	2009-10-27	<NA>	3	폐업	2	폐업	2019-07-18	<NA>	<NA>	<NA>	051 723 2093	1500.0	619-903	부산광역시 기장군 기장읍 대라리 57번지	부산광역시 기장군 기장읍 차성동로 63	46066	석천탕	2019-07-18 17:30:53	U	2019-07-20 02:40:00	공동탕업	401671.555424	196027.510818	공동탕업	0	0	4	4	0	0	6	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1800	1801	목욕장업	11_44_01_P	3400000	3400000-202-1984-00337	1984-09-22	<NA>	3	폐업	2	폐업	2004-11-24	<NA>	<NA>	<NA>	051 7214512	0.0	619-913	부산광역시 기장군 일광면 이천리 908번지	<NA>	<NA>	일광탕	2002-06-21 00:00:00	I	2018-08-31 23:59:59	공동탕업	<NA>	<NA>	공동탕업	0	0	0	<NA>	0	<NA>	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1801	1802	목욕장업	11_44_01_P	3400000	3400000-202-1991-00084	1991-11-26	<NA>	3	폐업	2	폐업	2009-08-17	<NA>	<NA>	<NA>	051 7220680	322.38	619-905	부산광역시 기장군 기장읍 동부리 152-8번지 6B 8-1L	<NA>	<NA>	제일탕	2003-12-19 00:00:00	I	2018-08-31 23:59:59	공동탕업	401672.155429	196524.791525	공동탕업	3	<NA>	1	2	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	<NA>
1802	1803	목욕장업	11_44_01_P	3400000	3400000-202-1994-00407	1994-09-16	<NA>	3	폐업	2	폐업	2006-11-07	<NA>	<NA>	<NA>	051 7273302	395.22	619-911	부산광역시 기장군 일광면 칠암리 158-5번지	<NA>	<NA>	풍년탕	2003-12-19 00:00:00	I	2018-08-31 23:59:59	공동탕업	405347.00628	202354.026519	공동탕업	1	<NA>	1	1	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1803	1804	목욕장업	11_44_01_P	3400000	3400000-202-1994-00408	1994-11-25	<NA>	3	폐업	2	폐업	2009-07-31	<NA>	<NA>	<NA>	051 7211997	183.56	619-872	부산광역시 기장군 철마면 장전리 366번지	<NA>	<NA>	철마목욕탕	2003-08-20 00:00:00	I	2018-08-31 23:59:59	공동탕업	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1804	1805	목욕장업	11_44_01_P	3400000	3400000-202-1992-00084	1992-02-10	<NA>	3	폐업	2	폐업	2007-08-29	<NA>	<NA>	<NA>	051 7221054	609.82	619-906	부산광역시 기장군 기장읍 청강리 226-7번지	<NA>	<NA>	보광탕	2007-08-14 16:17:09	I	2018-08-31 23:59:59	공동탕업	401913.048724	195119.251102	공동탕업	4	<NA>	1	2	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	<NA>
1805	1806	목욕장업	11_44_01_P	3400000	3400000-202-2000-00091	2000-03-30	<NA>	3	폐업	2	폐업	2016-11-29	<NA>	<NA>	<NA>	051 7222537	384.0	619-901	부산광역시 기장군 기장읍 교리 352-8번지	부산광역시 기장군 기장읍 차성동로 164-15	46055	교리탕	2016-11-30 11:45:19	I	2018-08-31 23:59:59	공동탕업	401804.177755	197042.680998	공동탕업	3	<NA>	1	2	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	<NA>
1806	1807	목욕장업	11_44_01_P	3400000	3400000-202-2003-00002	2003-10-29	<NA>	3	폐업	2	폐업	2012-12-20	<NA>	<NA>	<NA>	051 7243994	348.16	619-905	부산광역시 기장군 기장읍 서부리 422번지	부산광역시 기장군 기장읍 반송로 1545	46058	에쿠스목욕장	2004-05-31 00:00:00	I	2018-08-31 23:59:59	공동탕업	401037.499103	196702.552856	공동탕업	5	2	<NA>	<NA>	1	1	2	N	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

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

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close 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