gimi9 Pandas Profiling

Dataset statistics

Number of variables	50
Number of observations	809
Missing cells	9457
Missing cells (%)	23.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	341.4 KiB
Average record size in memory	432.2 B

Variable types

Numeric	16
Categorical	18
Text	7
Unsupported	6
DateTime	1
Boolean	2

Dataset

Description	6270000_대구광역시_11_44_01_P_목욕장업_11월
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000078211&dataSetDetailId=DDI_0000078209&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스ID` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (72.5%)	Imbalance
`위생업태명` is highly imbalanced (72.5%)	Imbalance
`의자수` is highly imbalanced (54.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (83.9%)	Imbalance
`인허가취소일자` has 809 (100.0%) missing values	Missing
`폐업일자` has 313 (38.7%) missing values	Missing
`휴업시작일자` has 809 (100.0%) missing values	Missing
`휴업종료일자` has 809 (100.0%) missing values	Missing
`재개업일자` has 809 (100.0%) missing values	Missing
`소재지전화` has 27 (3.3%) missing values	Missing
`도로명전체주소` has 330 (40.8%) missing values	Missing
`도로명우편번호` has 339 (41.9%) missing values	Missing
`좌표정보(X)` has 46 (5.7%) missing values	Missing
`좌표정보(Y)` has 46 (5.7%) missing values	Missing
`건물지상층수` has 176 (21.8%) missing values	Missing
`건물지하층수` has 239 (29.5%) missing values	Missing
`사용시작지상층` has 223 (27.6%) missing values	Missing
`사용끝지상층` has 284 (35.1%) missing values	Missing
`욕실수` has 243 (30.0%) missing values	Missing
`조건부허가신고사유` has 808 (99.9%) missing values	Missing
`조건부허가시작일자` has 809 (100.0%) missing values	Missing
`조건부허가종료일자` has 809 (100.0%) missing values	Missing
`여성종사자수` has 763 (94.3%) missing values	Missing
`남성종사자수` has 761 (94.1%) 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
`조건부허가시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`조건부허가종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 128 (15.8%) zeros	Zeros
`건물지하층수` has 166 (20.5%) zeros	Zeros
`사용시작지상층` has 145 (17.9%) zeros	Zeros
`사용끝지상층` has 85 (10.5%) zeros	Zeros
`욕실수` has 182 (22.5%) zeros	Zeros
`여성종사자수` has 29 (3.6%) zeros	Zeros
`남성종사자수` has 29 (3.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 21:34:51.640598
Analysis finished	2024-04-21 21:34:53.192368
Duration	1.55 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	809
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	405

Minimum	1
Maximum	809
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	1
5-th percentile	41.4
Q1	203
median	405
Q3	607
95-th percentile	768.6
Maximum	809
Range	808
Interquartile range (IQR)	404

Descriptive statistics

Standard deviation	233.68248
Coefficient of variation (CV)	0.57699377
Kurtosis	-1.2
Mean	405
Median Absolute Deviation (MAD)	202
Skewness	0
Sum	327645
Variance	54607.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
544	1	0.1%
534	1	0.1%
535	1	0.1%
536	1	0.1%
537	1	0.1%
538	1	0.1%
539	1	0.1%
540	1	0.1%
541	1	0.1%
Other values (799)	799	98.8%

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 (%)
809	1	0.1%
808	1	0.1%
807	1	0.1%
806	1	0.1%
805	1	0.1%
804	1	0.1%
803	1	0.1%
802	1	0.1%
801	1	0.1%
800	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

목욕장업	809

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	809	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	809	100.0%

개방서비스ID
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

11_44_01_P	809

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	809	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	809	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3444894.9

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3410000
Q1	3430000
median	3450000
Q3	3460000
95-th percentile	3470000
Maximum	3480000
Range	70000
Interquartile range (IQR)	30000

Descriptive statistics

Standard deviation	21014.377
Coefficient of variation (CV)	0.0061001504
Kurtosis	-1.2267526
Mean	3444894.9
Median Absolute Deviation (MAD)	20000
Skewness	-0.13324735
Sum	2.78692 × 10⁹
Variance	4.4160405 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	140	17.3%
3420000	132	16.3%
3450000	130	16.1%
3460000	129	15.9%
3430000	90	11.1%
3440000	80	9.9%
3410000	70	8.7%
3480000	38	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	70	8.7%
3420000	132	16.3%
3430000	90	11.1%
3440000	80	9.9%
3450000	130	16.1%
3460000	129	15.9%
3470000	140	17.3%
3480000	38	4.7%

Value	Count	Frequency (%)
3480000	38	4.7%
3470000	140	17.3%
3460000	129	15.9%
3450000	130	16.1%
3440000	80	9.9%
3430000	90	11.1%
3420000	132	16.3%
3410000	70	8.7%

관리번호
Text

UNIQUE

Distinct	809
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

Length

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

Characters and Unicode

Total characters	17798
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	809 ?
Unique (%)	100.0%

Sample

1st row	3410000-202-2008-00001
2nd row	3410000-202-2005-00003
3rd row	3410000-202-2005-00005
4th row	3410000-202-2018-00001
5th row	3410000-202-2018-00002

Value	Count	Frequency (%)
3410000-202-2008-00001	1	0.1%
3460000-202-1999-00010	1	0.1%
3460000-202-1997-00043	1	0.1%
3460000-202-2006-00004	1	0.1%
3460000-202-1999-00003	1	0.1%
3460000-202-2001-00002	1	0.1%
3460000-202-1999-00009	1	0.1%
3460000-202-2003-00001	1	0.1%
3460000-202-1997-00040	1	0.1%
3460000-202-2001-00005	1	0.1%
Other values (799)	799	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	7904	44.4%
-	2427	13.6%
2	2407	13.5%
3	1185	6.7%
4	1063	6.0%
1	919	5.2%
9	763	4.3%
7	402	2.3%
5	260	1.5%
6	255	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15371	86.4%
Dash Punctuation	2427	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7904	51.4%
2	2407	15.7%
3	1185	7.7%
4	1063	6.9%
1	919	6.0%
9	763	5.0%
7	402	2.6%
5	260	1.7%
6	255	1.7%
8	213	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	2427	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17798	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7904	44.4%
-	2427	13.6%
2	2407	13.5%
3	1185	6.7%
4	1063	6.0%
1	919	5.2%
9	763	4.3%
7	402	2.3%
5	260	1.5%
6	255	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17798	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7904	44.4%
-	2427	13.6%
2	2407	13.5%
3	1185	6.7%
4	1063	6.0%
1	919	5.2%
9	763	4.3%
7	402	2.3%
5	260	1.5%
6	255	1.4%

인허가일자
Real number (ℝ)

Distinct	651
Distinct (%)	80.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19973000

Minimum	19601125
Maximum	20190911
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	19601125
5-th percentile	19741217
Q1	19950126
median	19981221
Q3	20030718
95-th percentile	20130120
Maximum	20190911
Range	589786
Interquartile range (IQR)	80592

Descriptive statistics

Standard deviation	103065.72
Coefficient of variation (CV)	0.0051602524
Kurtosis	0.90321926
Mean	19973000
Median Absolute Deviation (MAD)	49497
Skewness	-0.80640571
Sum	1.6158157 × 10¹⁰
Variance	1.0622543 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030718	31	3.8%
19970513	27	3.3%
19970220	21	2.6%
19970721	12	1.5%
19970701	10	1.2%
19970221	8	1.0%
20031128	6	0.7%
19970619	5	0.6%
19970723	4	0.5%
19970909	3	0.4%
Other values (641)	682	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19601125	1	0.1%
19640303	1	0.1%
19661019	1	0.1%
19671116	1	0.1%
19671130	1	0.1%
19680803	1	0.1%
19690208	1	0.1%
19690901	1	0.1%
19700824	1	0.1%
19700827	1	0.1%

Value	Count	Frequency (%)
20190911	1	0.1%
20190902	2	0.2%
20190703	1	0.1%
20190215	1	0.1%
20190117	1	0.1%
20181030	1	0.1%
20181023	1	0.1%
20180430	1	0.1%
20180420	1	0.1%
20180328	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

3	497
1	312

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	497	61.4%
1	312	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	497	61.4%
1	312	38.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

폐업	497
영업/정상	312

Length

Max length	5
Median length	2
Mean length	3.1569839
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	497	61.4%
영업/정상	312	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	497	61.4%
영업/정상	312	38.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

2	497
1	312

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	497	61.4%
1	312	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	497	61.4%
1	312	38.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

폐업	497
영업	312

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	497	61.4%
영업	312	38.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	497	61.4%
영업	312	38.6%

폐업일자
Real number (ℝ)

MISSING

Distinct	440
Distinct (%)	88.7%
Missing	313
Missing (%)	38.7%
Infinite	0
Infinite (%)	0.0%
Mean	20093969

Minimum	20010321
Maximum	20191126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	20010321
5-th percentile	20030382
Q1	20050584
median	20080914
Q3	20140610
95-th percentile	20181058
Maximum	20191126
Range	180805
Interquartile range (IQR)	90026

Descriptive statistics

Standard deviation	52020.461
Coefficient of variation (CV)	0.0025888594
Kurtosis	-1.1389456
Mean	20093969
Median Absolute Deviation (MAD)	40003.5
Skewness	0.3526359
Sum	9.9666088 × 10⁹
Variance	2.7061283 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030718	9	1.1%
20090119	6	0.7%
20031112	4	0.5%
20060419	3	0.4%
20120111	3	0.4%
20190701	3	0.4%
20050117	3	0.4%
20031229	3	0.4%
20041103	3	0.4%
20090108	3	0.4%
Other values (430)	456	56.4%
(Missing)	313	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20010321	1	0.1%
20010404	1	0.1%
20010418	1	0.1%
20010502	1	0.1%
20010620	1	0.1%
20011022	1	0.1%
20020304	1	0.1%
20020326	1	0.1%
20020410	1	0.1%
20020613	1	0.1%

Value	Count	Frequency (%)
20191126	1	0.1%
20191106	1	0.1%
20191022	1	0.1%
20191018	1	0.1%
20191004	2	0.2%
20190927	1	0.1%
20190926	1	0.1%
20190909	1	0.1%
20190801	1	0.1%
20190709	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

소재지전화
Text

MISSING

Distinct	753
Distinct (%)	96.3%
Missing	27
Missing (%)	3.3%
Memory size	6.4 KiB

Length

Max length	12
Median length	11
Mean length	10.745524
Min length	7

Characters and Unicode

Total characters	8403
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	724 ?
Unique (%)	92.6%

Sample

1st row	053 4276665
2nd row	053 4278811
3rd row	053 2547611
4th row	053 2018100
5th row	053 2537711

Value	Count	Frequency (%)
053	644	40.3%
767	8	0.5%
753	6	0.4%
743	6	0.4%
781	6	0.4%
765	5	0.3%
752	5	0.3%
792	4	0.3%
323	4	0.3%
763	4	0.3%
Other values (827)	905	56.7%

Most occurring characters

Value	Count	Frequency (%)
5	1497	17.8%
0	1263	15.0%
3	1253	14.9%
	821	9.8%
6	604	7.2%
2	590	7.0%
7	539	6.4%
1	483	5.7%
4	470	5.6%
8	451	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7582	90.2%
Space Separator	821	9.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	1497	19.7%
0	1263	16.7%
3	1253	16.5%
6	604	8.0%
2	590	7.8%
7	539	7.1%
1	483	6.4%
4	470	6.2%
8	451	5.9%
9	432	5.7%

Space Separator

Value	Count	Frequency (%)
	821	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8403	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	1497	17.8%
0	1263	15.0%
3	1253	14.9%
	821	9.8%
6	604	7.2%
2	590	7.0%
7	539	6.4%
1	483	5.7%
4	470	5.6%
8	451	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8403	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	1497	17.8%
0	1263	15.0%
3	1253	14.9%
	821	9.8%
6	604	7.2%
2	590	7.0%
7	539	6.4%
1	483	5.7%
4	470	5.6%
8	451	5.4%

소재지면적
Text

Distinct	750
Distinct (%)	92.8%
Missing	1
Missing (%)	0.1%
Memory size	6.4 KiB

Length

Max length	8
Median length	6
Mean length	6.2858911
Min length	3

Characters and Unicode

Total characters	5079
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	712 ?
Unique (%)	88.1%

Sample

1st row	2,025.33
2nd row	425.47
3rd row	343.68
4th row	604.23
5th row	183.70

Value	Count	Frequency (%)
00	15	1.9%
660.00	5	0.6%
450.00	3	0.4%
492.00	3	0.4%
221.00	3	0.4%
165.00	3	0.4%
425.18	2	0.2%
382.00	2	0.2%
785.53	2	0.2%
650.00	2	0.2%
Other values (740)	768	95.0%

Most occurring characters

Value	Count	Frequency (%)
0	863	17.0%
.	808	15.9%
1	411	8.1%
4	405	8.0%
5	396	7.8%
2	388	7.6%
3	387	7.6%
6	357	7.0%
8	336	6.6%
7	307	6.0%
Other values (2)	421	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4129	81.3%
Other Punctuation	950	18.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	863	20.9%
1	411	10.0%
4	405	9.8%
5	396	9.6%
2	388	9.4%
3	387	9.4%
6	357	8.6%
8	336	8.1%
7	307	7.4%
9	279	6.8%

Other Punctuation

Value	Count	Frequency (%)
.	808	85.1%
,	142	14.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5079	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	863	17.0%
.	808	15.9%
1	411	8.1%
4	405	8.0%
5	396	7.8%
2	388	7.6%
3	387	7.6%
6	357	7.0%
8	336	6.6%
7	307	6.0%
Other values (2)	421	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5079	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	863	17.0%
.	808	15.9%
1	411	8.1%
4	405	8.0%
5	396	7.8%
2	388	7.6%
3	387	7.6%
6	357	7.0%
8	336	6.6%
7	307	6.0%
Other values (2)	421	8.3%

소재지우편번호
Real number (ℝ)

Distinct	381
Distinct (%)	47.2%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	704205.09

Minimum	700010
Maximum	711892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	700010
5-th percentile	700805.7
Q1	701974.25
median	703844
Q3	705824.25
95-th percentile	706851.65
Maximum	711892
Range	11882
Interquartile range (IQR)	3850

Descriptive statistics

Standard deviation	2569.1713
Coefficient of variation (CV)	0.0036483282
Kurtosis	1.318819
Mean	704205.09
Median Absolute Deviation (MAD)	1978.5
Skewness	0.94899428
Sum	5.6899771 × 10⁸
Variance	6600641.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
704060	10	1.2%
702040	9	1.1%
704080	9	1.1%
704837	7	0.9%
703812	7	0.9%
711852	6	0.7%
706170	6	0.7%
705828	6	0.7%
706833	6	0.7%
701846	6	0.7%
Other values (371)	736	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700010	1	0.1%
700020	3	0.4%
700082	1	0.1%
700111	1	0.1%
700160	4	0.5%
700180	1	0.1%
700192	2	0.2%
700210	1	0.1%
700230	1	0.1%
700261	1	0.1%

Value	Count	Frequency (%)
711892	1	0.1%
711891	1	0.1%
711874	2	0.2%
711873	1	0.1%
711872	1	0.1%
711863	1	0.1%
711861	1	0.1%
711858	1	0.1%
711852	6	0.7%
711844	2	0.2%

소재지전체주소
Text

Distinct	737
Distinct (%)	91.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

Length

Max length	48
Median length	43
Mean length	23.007417
Min length	18

Characters and Unicode

Total characters	18613
Distinct characters	186
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	670 ?
Unique (%)	82.8%

Sample

1st row	대구광역시 중구 남산동 0665번지
2nd row	대구광역시 중구 동인동4가 0523-0004번지
3rd row	대구광역시 중구 남산동 2212-0001번지
4th row	대구광역시 중구 남산동 2486-0001번지 지상 2층
5th row	대구광역시 중구 동산동 0360번지 엘디스리젠트호텔 지하 1층

Value	Count	Frequency (%)
대구광역시	809	23.6%
달서구	140	4.1%
동구	132	3.9%
북구	130	3.8%
수성구	129	3.8%
서구	90	2.6%
남구	80	2.3%
중구	70	2.0%
대명동	51	1.5%
달성군	38	1.1%
Other values (959)	1755	51.3%

Most occurring characters

Value	Count	Frequency (%)
	3424	18.4%
구	1589	8.5%
동	926	5.0%
대	891	4.8%
지	888	4.8%
1	882	4.7%
시	816	4.4%
번	811	4.4%
광	810	4.4%
역	809	4.3%
Other values (176)	6767	36.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10478	56.3%
Decimal Number	3922	21.1%
Space Separator	3424	18.4%
Dash Punctuation	692	3.7%
Other Punctuation	54	0.3%
Open Punctuation	19	0.1%
Close Punctuation	19	0.1%
Uppercase Letter	4	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1589	15.2%
동	926	8.8%
대	891	8.5%
지	888	8.5%
시	816	7.8%
번	811	7.7%
광	810	7.7%
역	809	7.7%
서	239	2.3%
성	232	2.2%
Other values (156)	2467	23.5%

Decimal Number

Value	Count	Frequency (%)
1	882	22.5%
2	539	13.7%
0	432	11.0%
3	379	9.7%
4	350	8.9%
5	325	8.3%
6	288	7.3%
7	270	6.9%
8	236	6.0%
9	221	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	52	96.3%
.	1	1.9%
@	1	1.9%

Uppercase Letter

Value	Count	Frequency (%)
B	2	50.0%
A	2	50.0%

Space Separator

Value	Count	Frequency (%)
	3424	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	692	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10478	56.3%
Common	8131	43.7%
Latin	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1589	15.2%
동	926	8.8%
대	891	8.5%
지	888	8.5%
시	816	7.8%
번	811	7.7%
광	810	7.7%
역	809	7.7%
서	239	2.3%
성	232	2.2%
Other values (156)	2467	23.5%

Common

Value	Count	Frequency (%)
	3424	42.1%
1	882	10.8%
-	692	8.5%
2	539	6.6%
0	432	5.3%
3	379	4.7%
4	350	4.3%
5	325	4.0%
6	288	3.5%
7	270	3.3%
Other values (8)	550	6.8%

Latin

Value	Count	Frequency (%)
B	2	50.0%
A	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10478	56.3%
ASCII	8135	43.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3424	42.1%
1	882	10.8%
-	692	8.5%
2	539	6.6%
0	432	5.3%
3	379	4.7%
4	350	4.3%
5	325	4.0%
6	288	3.5%
7	270	3.3%
Other values (10)	554	6.8%

Hangul

Value	Count	Frequency (%)
구	1589	15.2%
동	926	8.8%
대	891	8.5%
지	888	8.5%
시	816	7.8%
번	811	7.7%
광	810	7.7%
역	809	7.7%
서	239	2.3%
성	232	2.2%
Other values (156)	2467	23.5%

도로명전체주소
Text

MISSING

Distinct	473
Distinct (%)	98.7%
Missing	330
Missing (%)	40.8%
Memory size	6.4 KiB

Length

Max length	56
Median length	47
Mean length	25.609603
Min length	20

Characters and Unicode

Total characters	12267
Distinct characters	230
Distinct categories	9 ?
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	467 ?
Unique (%)	97.5%

Sample

1st row	대구광역시 중구 중앙대로67길 10 (남산동)
2nd row	대구광역시 중구 국채보상로150길 37 (동인동4가)
3rd row	대구광역시 중구 남산로4길 52 (남산동)
4th row	대구광역시 중구 남산로7길 50, 지상 2층 (남산동)
5th row	대구광역시 중구 달구벌대로 2033, 엘디스리젠트호텔 지하 1층 (동산동)

Value	Count	Frequency (%)
대구광역시	479	18.9%
달서구	82	3.2%
동구	79	3.1%
수성구	75	3.0%
북구	71	2.8%
서구	54	2.1%
남구	50	2.0%
중구	36	1.4%
대명동	34	1.3%
달성군	32	1.3%
Other values (824)	1537	60.8%

Most occurring characters

Value	Count	Frequency (%)
	2050	16.7%
구	985	8.0%
대	618	5.0%
동	608	5.0%
시	487	4.0%
역	482	3.9%
광	480	3.9%
(	456	3.7%
)	456	3.7%
로	452	3.7%
Other values (220)	5193	42.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7217	58.8%
Space Separator	2050	16.7%
Decimal Number	1844	15.0%
Open Punctuation	456	3.7%
Close Punctuation	456	3.7%
Other Punctuation	142	1.2%
Dash Punctuation	76	0.6%
Math Symbol	15	0.1%
Uppercase Letter	11	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	985	13.6%
대	618	8.6%
동	608	8.4%
시	487	6.7%
역	482	6.7%
광	480	6.7%
로	452	6.3%
길	237	3.3%
서	172	2.4%
성	168	2.3%
Other values (199)	2528	35.0%

Decimal Number

Value	Count	Frequency (%)
1	377	20.4%
2	299	16.2%
3	227	12.3%
0	161	8.7%
5	159	8.6%
4	153	8.3%
6	145	7.9%
7	127	6.9%
9	98	5.3%
8	98	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	140	98.6%
.	1	0.7%
·	1	0.7%

Uppercase Letter

Value	Count	Frequency (%)
A	6	54.5%
B	4	36.4%
C	1	9.1%

Space Separator

Value	Count	Frequency (%)
	2050	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	456	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	456	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	76	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7217	58.8%
Common	5039	41.1%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	985	13.6%
대	618	8.6%
동	608	8.4%
시	487	6.7%
역	482	6.7%
광	480	6.7%
로	452	6.3%
길	237	3.3%
서	172	2.4%
성	168	2.3%
Other values (199)	2528	35.0%

Common

Value	Count	Frequency (%)
	2050	40.7%
(	456	9.0%
)	456	9.0%
1	377	7.5%
2	299	5.9%
3	227	4.5%
0	161	3.2%
5	159	3.2%
4	153	3.0%
6	145	2.9%
Other values (8)	556	11.0%

Latin

Value	Count	Frequency (%)
A	6	54.5%
B	4	36.4%
C	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7217	58.8%
ASCII	5049	41.2%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2050	40.6%
(	456	9.0%
)	456	9.0%
1	377	7.5%
2	299	5.9%
3	227	4.5%
0	161	3.2%
5	159	3.1%
4	153	3.0%
6	145	2.9%
Other values (10)	566	11.2%

Hangul

Value	Count	Frequency (%)
구	985	13.6%
대	618	8.6%
동	608	8.4%
시	487	6.7%
역	482	6.7%
광	480	6.7%
로	452	6.3%
길	237	3.3%
서	172	2.4%
성	168	2.3%
Other values (199)	2528	35.0%

None

Value	Count	Frequency (%)
·	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	81.5%
Missing	339
Missing (%)	41.9%
Infinite	0
Infinite (%)	0.0%
Mean	42014.085

Minimum	41000
Maximum	43013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	41000
5-th percentile	41112
Q1	41536.5
median	41977
Q3	42495.25
95-th percentile	42934.4
Maximum	43013
Range	2013
Interquartile range (IQR)	958.75

Descriptive statistics

Standard deviation	582.64978
Coefficient of variation (CV)	0.013867963
Kurtosis	-1.1486241
Mean	42014.085
Median Absolute Deviation (MAD)	482.5
Skewness	-0.033738447
Sum	19746620
Variance	339480.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42728	3	0.4%
41436	3	0.4%
41557	3	0.4%
41008	3	0.4%
42288	3	0.4%
41913	3	0.4%
42678	3	0.4%
42439	3	0.4%
42413	3	0.4%
42612	3	0.4%
Other values (373)	440	54.4%
(Missing)	339	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41000	2	0.2%
41001	1	0.1%
41002	1	0.1%
41005	1	0.1%
41007	1	0.1%
41008	3	0.4%
41027	1	0.1%
41034	1	0.1%
41036	1	0.1%
41042	1	0.1%

Value	Count	Frequency (%)
43013	1	0.1%
43003	1	0.1%
43000	1	0.1%
42996	1	0.1%
42994	1	0.1%
42986	1	0.1%
42985	1	0.1%
42980	1	0.1%
42979	1	0.1%
42977	2	0.2%

사업장명
Text

Distinct	704
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

Length

Max length	17
Median length	16
Mean length	5.0939431
Min length	2

Characters and Unicode

Total characters	4121
Distinct characters	302
Distinct categories	8 ?
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	631 ?
Unique (%)	78.0%

Sample

1st row	그린빌사우나
2nd row	명성사우나
3rd row	약수탕
4th row	강산스파헬스
5th row	엘디스사우나

Value	Count	Frequency (%)
사우나	7	0.8%
그린목욕탕	5	0.6%
한일목욕탕	5	0.6%
동영목욕탕	4	0.5%
대청사우나	4	0.5%
대동탕	4	0.5%
청수목욕탕	4	0.5%
호수탕	4	0.5%
장수목욕탕	4	0.5%
대림목욕탕	4	0.5%
Other values (715)	797	94.7%

Most occurring characters

Value	Count	Frequency (%)
탕	497	12.1%
목	280	6.8%
욕	280	6.8%
우	152	3.7%
나	149	3.6%
사	149	3.6%
스	99	2.4%
대	86	2.1%
동	74	1.8%
천	74	1.8%
Other values (292)	2281	55.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4023	97.6%
Space Separator	35	0.8%
Open Punctuation	20	0.5%
Close Punctuation	20	0.5%
Decimal Number	10	0.2%
Uppercase Letter	8	0.2%
Other Punctuation	4	0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	497	12.4%
목	280	7.0%
욕	280	7.0%
우	152	3.8%
나	149	3.7%
사	149	3.7%
스	99	2.5%
대	86	2.1%
동	74	1.8%
천	74	1.8%
Other values (275)	2183	54.3%

Uppercase Letter

Value	Count	Frequency (%)
G	2	25.0%
T	2	25.0%
S	1	12.5%
M	1	12.5%
P	1	12.5%
O	1	12.5%

Decimal Number

Value	Count	Frequency (%)
2	3	30.0%
3	3	30.0%
0	2	20.0%
5	2	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	50.0%
/	1	25.0%
＆	1	25.0%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	20	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	20	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4023	97.6%
Common	89	2.2%
Latin	9	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	497	12.4%
목	280	7.0%
욕	280	7.0%
우	152	3.8%
나	149	3.7%
사	149	3.7%
스	99	2.5%
대	86	2.1%
동	74	1.8%
천	74	1.8%
Other values (275)	2183	54.3%

Common

Value	Count	Frequency (%)
	35	39.3%
(	20	22.5%
)	20	22.5%
2	3	3.4%
3	3	3.4%
0	2	2.2%
,	2	2.2%
5	2	2.2%
/	1	1.1%
＆	1	1.1%

Latin

Value	Count	Frequency (%)
G	2	22.2%
T	2	22.2%
S	1	11.1%
M	1	11.1%
P	1	11.1%
O	1	11.1%
e	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4023	97.6%
ASCII	97	2.4%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	497	12.4%
목	280	7.0%
욕	280	7.0%
우	152	3.8%
나	149	3.7%
사	149	3.7%
스	99	2.5%
대	86	2.1%
동	74	1.8%
천	74	1.8%
Other values (275)	2183	54.3%

ASCII

Value	Count	Frequency (%)
	35	36.1%
(	20	20.6%
)	20	20.6%
2	3	3.1%
3	3	3.1%
0	2	2.1%
,	2	2.1%
G	2	2.1%
T	2	2.1%
5	2	2.1%
Other values (6)	6	6.2%

None

Value	Count	Frequency (%)
＆	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	688
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0109858 × 10¹³

Minimum	2.0020201 × 10¹³
Maximum	2.0191129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	2.0020201 × 10¹³
5-th percentile	2.0020829 × 10¹³
Q1	2.0040624 × 10¹³
median	2.0111121 × 10¹³
Q3	2.0180328 × 10¹³
95-th percentile	2.0190917 × 10¹³
Maximum	2.0191129 × 10¹³
Range	1.7092817 × 10¹¹
Interquartile range (IQR)	1.3970417 × 10¹¹

Descriptive statistics

Standard deviation	6.3305065 × 10¹⁰
Coefficient of variation (CV)	0.0031479618
Kurtosis	-1.5525932
Mean	2.0109858 × 10¹³
Median Absolute Deviation (MAD)	6.9403977 × 10¹⁰
Skewness	-0.047538539
Sum	1.6268875 × 10¹⁶
Variance	4.0075313 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030927000000	25	3.1%
20020709000000	17	2.1%
20031027000000	13	1.6%
20030805000000	10	1.2%
20030804000000	9	1.1%
20020913000000	4	0.5%
20020408000000	4	0.5%
20031121000000	3	0.4%
20030816000000	3	0.4%
20030722000000	3	0.4%
Other values (678)	718	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20020201000000	2	0.2%
20020408000000	4	0.5%
20020409000000	3	0.4%
20020411000000	1	0.1%
20020625000000	3	0.4%
20020626000000	1	0.1%
20020709000000	17	2.1%
20020710000000	3	0.4%
20020711000000	1	0.1%
20020712000000	1	0.1%

Value	Count	Frequency (%)
20191129170450	1	0.1%
20191128161913	1	0.1%
20191127094913	1	0.1%
20191126105825	1	0.1%
20191120132303	1	0.1%
20191119152805	1	0.1%
20191118190504	1	0.1%
20191116164935	1	0.1%
20191113093441	1	0.1%
20191112204906	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

I	650
U	159

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	650	80.3%
U	159	19.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	650	80.3%
u	159	19.7%

데이터갱신일자
Date

Distinct	95
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2019-12-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

공동탕업	726
공동탕업+찜질시설서비스영업	47
찜질시설서비스영업	17
한증막업	16
목욕장업 기타	3

Length

Max length	14
Median length	4
Mean length	4.697157
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	726	89.7%
공동탕업+찜질시설서비스영업	47	5.8%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업 기타	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	726	89.4%
공동탕업+찜질시설서비스영업	47	5.8%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업	3	0.4%
기타	3	0.4%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	659
Distinct (%)	86.4%
Missing	46
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	343328.69

Minimum	327293.91
Maximum	356189.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	327293.91
5-th percentile	335728.27
Q1	340192.46
median	343216.89
Q3	346508.36
95-th percentile	351135.28
Maximum	356189.2
Range	28895.287
Interquartile range (IQR)	6315.9016

Descriptive statistics

Standard deviation	4717.5298
Coefficient of variation (CV)	0.013740564
Kurtosis	0.70040204
Mean	343328.69
Median Absolute Deviation (MAD)	3148.0556
Skewness	-0.078644379
Sum	2.6195979 × 10⁸
Variance	22255087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
337346.648864	4	0.5%
339273.069927	3	0.4%
340616.952958	3	0.4%
355698.459984	3	0.4%
338536.724925	3	0.4%
353142.033074	3	0.4%
338849.57742	3	0.4%
345310.581197	3	0.4%
343184.151781	3	0.4%
340286.680164	3	0.4%
Other values (649)	732	90.5%
(Missing)	46	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
327293.913425	1	0.1%
327529.514434	1	0.1%
328293.62359	1	0.1%
328965.130661	1	0.1%
330272.445579	1	0.1%
330338.711441	1	0.1%
330342.686681	1	0.1%
330497.842814	1	0.1%
330573.646469	1	0.1%
330585.519076	1	0.1%

Value	Count	Frequency (%)
356189.20016	1	0.1%
355698.459984	3	0.4%
355655.045544	1	0.1%
355590.766869	1	0.1%
354755.033317	1	0.1%
354722.988899	1	0.1%
354683.486531	1	0.1%
354615.507123	1	0.1%
354510.585982	1	0.1%
354463.424853	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	659
Distinct (%)	86.4%
Missing	46
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	263538

Minimum	238769.81
Maximum	278091.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	238769.81
5-th percentile	257697.65
Q1	261396.79
median	263846.27
Q3	265822.91
95-th percentile	270148.6
Maximum	278091.65
Range	39321.841
Interquartile range (IQR)	4426.1137

Descriptive statistics

Standard deviation	4340.0804
Coefficient of variation (CV)	0.016468519
Kurtosis	5.4763772
Mean	263538
Median Absolute Deviation (MAD)	2192.3424
Skewness	-0.93041558
Sum	2.0107949 × 10⁸
Variance	18836298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
258035.007517	4	0.5%
269989.71536	3	0.4%
266219.271086	3	0.4%
275787.590179	3	0.4%
260859.548667	3	0.4%
261737.213765	3	0.4%
257972.210093	3	0.4%
261330.273815	3	0.4%
264080.683793	3	0.4%
271242.256968	3	0.4%
Other values (649)	732	90.5%
(Missing)	46	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
238769.812522	1	0.1%
240746.717574	1	0.1%
244719.0	1	0.1%
244811.524282	1	0.1%
244853.241728	1	0.1%
244859.344723	1	0.1%
245205.925241	1	0.1%
248338.042553	1	0.1%
248523.534088	1	0.1%
248583.689867	1	0.1%

Value	Count	Frequency (%)
278091.653532	1	0.1%
278070.885647	1	0.1%
278029.090204	1	0.1%
277507.397404	1	0.1%
277462.879247	1	0.1%
276154.019724	1	0.1%
275787.590179	3	0.4%
273077.919394	1	0.1%
272997.707548	1	0.1%
272960.724753	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

공동탕업	726
공동탕업+찜질시설서비스영업	47
찜질시설서비스영업	17
한증막업	16
목욕장업 기타	3

Length

Max length	14
Median length	4
Mean length	4.697157
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	726	89.7%
공동탕업+찜질시설서비스영업	47	5.8%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업 기타	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	726	89.4%
공동탕업+찜질시설서비스영업	47	5.8%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업	3	0.4%
기타	3	0.4%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	3.2%
Missing	176
Missing (%)	21.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.6477093

Minimum	0
Maximum	42
Zeros	128
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	42
Range	42
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.5606053
Coefficient of variation (CV)	0.9761209
Kurtosis	32.942793
Mean	3.6477093
Median Absolute Deviation (MAD)	2
Skewness	4.1988405
Sum	2309
Variance	12.67791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	128	15.8%
4	120	14.8%
3	117	14.5%
5	96	11.9%
2	65	8.0%
6	38	4.7%
7	19	2.3%
9	11	1.4%
1	11	1.4%
8	9	1.1%
Other values (10)	19	2.3%
(Missing)	176	21.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128	15.8%
1	11	1.4%
2	65	8.0%
3	117	14.5%
4	120	14.8%
5	96	11.9%
6	38	4.7%
7	19	2.3%
8	9	1.1%
9	11	1.4%

Value	Count	Frequency (%)
42	1	0.1%
31	1	0.1%
28	1	0.1%
23	2	0.2%
20	1	0.1%
19	1	0.1%
18	1	0.1%
17	1	0.1%
11	4	0.5%
10	6	0.7%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	1.2%
Missing	239
Missing (%)	29.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.90350877

Minimum	0
Maximum	9
Zeros	166
Zeros (%)	20.5%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.89883051
Coefficient of variation (CV)	0.99482211
Kurtosis	24.84354
Mean	0.90350877
Median Absolute Deviation (MAD)	0
Skewness	3.4405057
Sum	515
Variance	0.80789628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	332	41.0%
0	166	20.5%
2	55	6.8%
4	7	0.9%
3	7	0.9%
9	2	0.2%
6	1	0.1%
(Missing)	239	29.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	166	20.5%
1	332	41.0%
2	55	6.8%
3	7	0.9%
4	7	0.9%
6	1	0.1%
9	2	0.2%

Value	Count	Frequency (%)
9	2	0.2%
6	1	0.1%
4	7	0.9%
3	7	0.9%
2	55	6.8%
1	332	41.0%
0	166	20.5%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	1.5%
Missing	223
Missing (%)	27.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.3788396

Minimum	0
Maximum	23
Zeros	145
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	23
Range	23
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5167992
Coefficient of variation (CV)	1.1000548
Kurtosis	71.164552
Mean	1.3788396
Median Absolute Deviation (MAD)	1
Skewness	5.7353474
Sum	808
Variance	2.3006797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	220	27.2%
2	153	18.9%
0	145	17.9%
3	37	4.6%
4	15	1.9%
5	6	0.7%
6	5	0.6%
7	4	0.5%
23	1	0.1%
(Missing)	223	27.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	145	17.9%
1	220	27.2%
2	153	18.9%
3	37	4.6%
4	15	1.9%
5	6	0.7%
6	5	0.6%
7	4	0.5%
23	1	0.1%

Value	Count	Frequency (%)
23	1	0.1%
7	4	0.5%
6	5	0.6%
5	6	0.7%
4	15	1.9%
3	37	4.6%
2	153	18.9%
1	220	27.2%
0	145	17.9%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	1.9%
Missing	284
Missing (%)	35.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.3809524

Minimum	0
Maximum	23
Zeros	85
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	2
Q3	3
95-th percentile	5
Maximum	23
Range	23
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8105973
Coefficient of variation (CV)	0.76045085
Kurtosis	31.756399
Mean	2.3809524
Median Absolute Deviation (MAD)	1
Skewness	3.2073728
Sum	1250
Variance	3.2782625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	190	23.5%
3	119	14.7%
0	85	10.5%
4	53	6.6%
1	35	4.3%
5	23	2.8%
6	10	1.2%
8	5	0.6%
7	4	0.5%
23	1	0.1%
(Missing)	284	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	10.5%
1	35	4.3%
2	190	23.5%
3	119	14.7%
4	53	6.6%
5	23	2.8%
6	10	1.2%
7	4	0.5%
8	5	0.6%
23	1	0.1%

Value	Count	Frequency (%)
23	1	0.1%
8	5	0.6%
7	4	0.5%
6	10	1.2%
5	23	2.8%
4	53	6.6%
3	119	14.7%
2	190	23.5%
1	35	4.3%
0	85	10.5%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	361
0	345
1	95
2	8

Length

Max length	4
Median length	1
Mean length	2.3386897
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	361	44.6%
0	345	42.6%
1	95	11.7%
2	8	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	361	44.6%
0	345	42.6%
1	95	11.7%
2	8	1.0%

사용끝지하층
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	420
0	275
1	105
2	6
3	3

Length

Max length	4
Median length	4
Mean length	2.5574784
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	420	51.9%
0	275	34.0%
1	105	13.0%
2	6	0.7%
3	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	420	51.9%
0	275	34.0%
1	105	13.0%
2	6	0.7%
3	3	0.4%

한실수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

0	416
<NA>	392
2	1

Length

Max length	4
Median length	1
Mean length	2.4536465
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	416	51.4%
<NA>	392	48.5%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	416	51.4%
na	392	48.5%
2	1	0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

0	416
<NA>	392
34	1

Length

Max length	4
Median length	1
Mean length	2.4548826
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	416	51.4%
<NA>	392	48.5%
34	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	416	51.4%
na	392	48.5%
34	1	0.1%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.5%
Missing	243
Missing (%)	30.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7650177

Minimum	0
Maximum	22
Zeros	182
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	2
95-th percentile	5
Maximum	22
Range	22
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9241122
Coefficient of variation (CV)	1.0901376
Kurtosis	24.891674
Mean	1.7650177
Median Absolute Deviation (MAD)	0
Skewness	3.3987773
Sum	999
Variance	3.7022077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2	299	37.0%
0	182	22.5%
4	39	4.8%
1	14	1.7%
6	14	1.7%
8	5	0.6%
5	4	0.5%
10	2	0.2%
3	2	0.2%
22	1	0.1%
Other values (4)	4	0.5%
(Missing)	243	30.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	182	22.5%
1	14	1.7%
2	299	37.0%
3	2	0.2%
4	39	4.8%
5	4	0.5%
6	14	1.7%
7	1	0.1%
8	5	0.6%
9	1	0.1%

Value	Count	Frequency (%)
22	1	0.1%
12	1	0.1%
11	1	0.1%
10	2	0.2%
9	1	0.1%
8	5	0.6%
7	1	0.1%
6	14	1.7%
5	4	0.5%
4	39	4.8%

발한실여부
Boolean

Distinct	2
Distinct (%)	0.2%
Missing	3
Missing (%)	0.4%
Memory size	1.7 KiB

False	472
True	334
(Missing)	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	472	58.3%
True	334	41.3%
(Missing)	3	0.4%

의자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

0	415
<NA>	390
3	2
4	1
6	1

Length

Max length	4
Median length	1
Mean length	2.4462299
Min length	1

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	415	51.3%
<NA>	390	48.2%
3	2	0.2%
4	1	0.1%
6	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	415	51.3%
na	390	48.2%
3	2	0.2%
4	1	0.1%
6	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	808
Missing (%)	99.9%
Memory size	6.4 KiB

Length

Max length	44
Median length	44
Mean length	44
Min length	44

Characters and Unicode

Total characters	44
Distinct characters	35
Distinct categories	6 ?
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	폐업,지위승계등금지(시간외청소년출입):2007.05.07(월)현재 행정처분진행중

Value	Count	Frequency (%)
폐업,지위승계등금지(시간외청소년출입):2007.05.07(월)현재	1	50.0%
행정처분진행중	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
0	4	9.1%
(	2	4.5%
행	2	4.5%
7	2	4.5%
.	2	4.5%
)	2	4.5%
지	2	4.5%
정	1	2.3%
처	1	2.3%
	1	2.3%
Other values (25)	25	56.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27	61.4%
Decimal Number	8	18.2%
Other Punctuation	4	9.1%
Open Punctuation	2	4.5%
Close Punctuation	2	4.5%
Space Separator	1	2.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
행	2	7.4%
지	2	7.4%
정	1	3.7%
처	1	3.7%
재	1	3.7%
현	1	3.7%
월	1	3.7%
분	1	3.7%
진	1	3.7%
폐	1	3.7%
Other values (15)	15	55.6%

Decimal Number

Value	Count	Frequency (%)
0	4	50.0%
7	2	25.0%
5	1	12.5%
2	1	12.5%

Other Punctuation

Value	Count	Frequency (%)
.	2	50.0%
:	1	25.0%
,	1	25.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27	61.4%
Common	17	38.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
행	2	7.4%
지	2	7.4%
정	1	3.7%
처	1	3.7%
재	1	3.7%
현	1	3.7%
월	1	3.7%
분	1	3.7%
진	1	3.7%
폐	1	3.7%
Other values (15)	15	55.6%

Common

Value	Count	Frequency (%)
0	4	23.5%
(	2	11.8%
7	2	11.8%
.	2	11.8%
)	2	11.8%
	1	5.9%
:	1	5.9%
5	1	5.9%
2	1	5.9%
,	1	5.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27	61.4%
ASCII	17	38.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4	23.5%
(	2	11.8%
7	2	11.8%
.	2	11.8%
)	2	11.8%
	1	5.9%
:	1	5.9%
5	1	5.9%
2	1	5.9%
,	1	5.9%

Hangul

Value	Count	Frequency (%)
행	2	7.4%
지	2	7.4%
정	1	3.7%
처	1	3.7%
재	1	3.7%
현	1	3.7%
월	1	3.7%
분	1	3.7%
진	1	3.7%
폐	1	3.7%
Other values (15)	15	55.6%

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	809
Missing (%)	100.0%
Memory size	7.2 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	462
자가	238
임대	109

Length

Max length	4
Median length	4
Mean length	3.1421508
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	462	57.1%
자가	238	29.4%
임대	109	13.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	462	57.1%
자가	238	29.4%
임대	109	13.5%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	463
0	346

Length

Max length	4
Median length	4
Mean length	2.7169345
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	463	57.2%
0	346	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	463	57.2%
0	346	42.8%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	13.0%
Missing	763
Missing (%)	94.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.91304348

Minimum	0
Maximum	7
Zeros	29
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	3
Maximum	7
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5176896
Coefficient of variation (CV)	1.6622314
Kurtosis	5.2012299
Mean	0.91304348
Median Absolute Deviation (MAD)	0
Skewness	2.1071666
Sum	42
Variance	2.3033816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	29	3.6%
2	7	0.9%
3	4	0.5%
1	4	0.5%
7	1	0.1%
5	1	0.1%
(Missing)	763	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	3.6%
1	4	0.5%
2	7	0.9%
3	4	0.5%
5	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
5	1	0.1%
3	4	0.5%
2	7	0.9%
1	4	0.5%
0	29	3.6%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	12.5%
Missing	761
Missing (%)	94.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.97916667

Minimum	0
Maximum	7
Zeros	29
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	7.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4.3
Maximum	7
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5910599
Coefficient of variation (CV)	1.6249122
Kurtosis	4.1047462
Mean	0.97916667
Median Absolute Deviation (MAD)	0
Skewness	1.9868033
Sum	47
Variance	2.5314716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	29	3.6%
2	6	0.7%
1	6	0.7%
3	4	0.5%
5	2	0.2%
7	1	0.1%
(Missing)	761	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	3.6%
1	6	0.7%
2	6	0.7%
3	4	0.5%
5	2	0.2%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
5	2	0.2%
3	4	0.5%
2	6	0.7%
1	6	0.7%
0	29	3.6%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	484
0	325

Length

Max length	4
Median length	4
Mean length	2.7948084
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	484	59.8%
0	325	40.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	484	59.8%
0	325	40.2%

침대수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

<NA>	488
0	321

Length

Max length	4
Median length	4
Mean length	2.8096415
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	488	60.3%
0	321	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	488	60.3%
0	321	39.7%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	937.0 B

False	790
True	19

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	790	97.7%
True	19	2.3%

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
0	1	목욕장업	11_44_01_P	3410000	3410000-202-2008-00001	20080225	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4276665	2,025.33	700440	대구광역시 중구 남산동 0665번지	대구광역시 중구 중앙대로67길 10 (남산동)	41967	그린빌사우나	20161216150355	I	2018-08-31 23:59:59.0	공동탕업+찜질시설서비스영업	343763.427392	263768.952128	공동탕업+찜질시설서비스영업	31	4	0	0	2	2	0	0	10	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
1	2	목욕장업	11_44_01_P	3410000	3410000-202-2005-00003	20050826	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4278811	425.47	700847	대구광역시 중구 동인동4가 0523-0004번지	대구광역시 중구 국채보상로150길 37 (동인동4가)	41947	명성사우나	20170705165504	I	2018-08-31 23:59:59.0	공동탕업	345456.377201	264154.022526	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
2	3	목욕장업	11_44_01_P	3410000	3410000-202-2005-00005	20040520	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 2547611	343.68	700805	대구광역시 중구 남산동 2212-0001번지	대구광역시 중구 남산로4길 52 (남산동)	41969	약수탕	20180412113404	I	2018-08-31 23:59:59.0	공동탕업	343111.211673	263272.761749	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
3	4	목욕장업	11_44_01_P	3410000	3410000-202-2018-00001	20180420	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 2018100	604.23	700837	대구광역시 중구 남산동 2486-0001번지 지상 2층	대구광역시 중구 남산로7길 50, 지상 2층 (남산동)	41977	강산스파헬스	20190820163014	U	2019-08-22 02:40:00.0	공동탕업	342666.445914	263256.489079	공동탕업	0	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
4	5	목욕장업	11_44_01_P	3410000	3410000-202-2018-00002	20180430	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 2537711	183.70	700821	대구광역시 중구 동산동 0360번지 엘디스리젠트호텔 지하 1층	대구광역시 중구 달구벌대로 2033, 엘디스리젠트호텔 지하 1층 (동산동)	41931	엘디스사우나	20190820204240	U	2019-08-22 02:40:00.0	공동탕업	343184.151781	264080.683793	공동탕업	0	0	0	0	1	1	0	0	1	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
5	6	목욕장업	11_44_01_P	3410000	3410000-202-2019-00001	20190215	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4297771	690.64	700412	대구광역시 중구 삼덕동2가 0210-0001번지 진석타워 지하1층	대구광역시 중구 동덕로 115, 진석타워 지하1층 (삼덕동2가)	41940	센텀스파휘트니스	20190820204753	U	2019-08-22 02:40:00.0	공동탕업	344686.259338	263958.880864	공동탕업	0	0	0	0	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
6	7	목욕장업	11_44_01_P	3410000	3410000-202-2005-00001	20050105	<NA>	3	폐업	2	폐업	20090119	<NA>	<NA>	<NA>	<NA>	304.53	700413	대구광역시 중구 삼덕동3가 0055번지	<NA>	<NA>	동덕사우나	20050106000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	2	1	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	8	목욕장업	11_44_01_P	3410000	3410000-202-1988-00001	19880309	<NA>	3	폐업	2	폐업	20090119	<NA>	<NA>	<NA>	053 2545951	444.82	700851	대구광역시 중구 수창동 157번지	<NA>	<NA>	달성파크사우나	20051011000000	I	2018-08-31 23:59:59.0	공동탕업	342828.551185	265014.163811	공동탕업	5	<NA>	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	9	목욕장업	11_44_01_P	3410000	3410000-202-1970-00007	19700930	<NA>	3	폐업	2	폐업	20170906	<NA>	<NA>	<NA>	053 4254675	250.94	700812	대구광역시 중구 대봉동 0088-0007번지	대구광역시 중구 대봉로 237 (대봉동)	41955	원천탕	20170906162736	I	2018-08-31 23:59:59.0	공동탕업	344525.503583	263355.90393	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
9	10	목욕장업	11_44_01_P	3410000	3410000-202-1989-00001	19891028	<NA>	3	폐업	2	폐업	20080626	<NA>	<NA>	<NA>	053 2526474	431.34	700192	대구광역시 중구 종로2가 96-1번지	<NA>	<NA>	종로탕	20040214000000	I	2018-08-31 23:59:59.0	공동탕업	343701.050184	264213.569912	공동탕업	4	<NA>	3	3	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	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	욕실수	발한실여부	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
799	800	목욕장업	11_44_01_P	3480000	3480000-202-1991-00002	19910705	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6141500	821.23	711852	대구광역시 달성군 논공읍 북리 824-21번지	대구광역시 달성군 논공읍 용호로1길 5	42986	대영사우나	20160330175102	I	2018-08-31 23:59:59.0	공동탕업	330680.336773	248523.534088	공동탕업	3	1	1	3	1	1	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
800	801	목욕장업	11_44_01_P	3480000	3480000-202-1997-00003	19970910	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 5884188	868.28	711815	대구광역시 달성군 다사읍 죽곡리 119-4번지	대구광역시 달성군 다사읍 달구벌대로 860	42918	장수목욕탕	20161116170935	I	2018-08-31 23:59:59.0	공동탕업	332145.196359	263083.111357	공동탕업	5	1	3	4	1	1	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
801	802	목욕장업	11_44_01_P	3480000	3480000-202-2000-00011	20000923	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6349256	1,530.40	711838	대구광역시 달성군 화원읍 본리리 44번지 외 3필지	대구광역시 달성군 화원읍 비슬로530길 29-15 (외 3필지)	42964	그린월드	20160624192806	I	2018-08-31 23:59:59.0	공동탕업	336144.089753	257162.22972	공동탕업	4	1	2	3	0	0	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
802	803	목욕장업	11_44_01_P	3480000	3480000-202-2003-00002	20030712	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6085000	3,169.35	711861	대구광역시 달성군 가창면 냉천리 27-9번지 27-27	대구광역시 달성군 가창면 가창로 891 (27-27)	42938	(주)스파밸리	20190111153111	U	2019-01-13 02:40:00.0	공동탕업	347783.240397	255360.475912	공동탕업	4	1	3	4	0	0	0	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	N
803	804	목욕장업	11_44_01_P	3480000	3480000-202-2000-00001	20000920	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	05306420026	377.15	711832	대구광역시 달성군 화원읍 명곡리 110번지	대구광역시 달성군 화원읍 화암로 63	42960	명곡목욕탕	20190228161355	U	2019-03-02 02:40:00.0	공동탕업	335108.475009	256324.966363	공동탕업	4	1	3	4	1	1	1	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
804	805	목욕장업	11_44_01_P	3480000	3480000-202-2003-00001	20030110	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6429696	750.00	711832	대구광역시 달성군 화원읍 명곡리 301-3번지	대구광역시 달성군 화원읍 비슬로 2508	42956	새롬목욕탕	20160330175628	I	2018-08-31 23:59:59.0	공동탕업	334831.137829	256605.694917	공동탕업	4	0	2	3	0	0	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
805	806	목욕장업	11_44_01_P	3480000	3480000-202-1967-00001	19671116	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6325464	758.80	711835	대구광역시 달성군 화원읍 천내리 402-1번지	대구광역시 달성군 화원읍 비슬로 2568-3	42962	스파피아	20160330175658	I	2018-08-31 23:59:59.0	공동탕업	335320.097323	256917.0486	공동탕업	5	1	1	3	0	0	2	Y	<NA>	<NA>	<NA>	자가	<NA>	<NA>	0	0	N
806	807	목욕장업	11_44_01_P	3480000	3480000-202-1997-00001	19970127	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6167117	499.90	711852	대구광역시 달성군 논공읍 북리 803-4번지	대구광역시 달성군 논공읍 논공로23길 14	42980	동원목욕탕	20161129100252	I	2018-08-31 23:59:59.0	공동탕업	330573.646469	248885.61799	공동탕업	3	1	2	3	1	1	2	Y	<NA>	<NA>	<NA>	임대	<NA>	<NA>	0	0	N
807	808	목욕장업	11_44_01_P	3480000	3480000-202-1960-00001	19601125	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6142037	216.00	711874	대구광역시 달성군 현풍면 하리 86-1번지	대구광역시 달성군 현풍면 비슬로130길 85	43003	신흥목욕탕	20160330175337	I	2018-08-31 23:59:59.0	공동탕업	330497.842814	244853.241728	공동탕업	3	0	1	2	0	0	2	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	N
808	809	목욕장업	11_44_01_P	3480000	3480000-202-2008-00001	20080229	<NA>	3	폐업	2	폐업	20141021	<NA>	<NA>	<NA>	053 586 8945	191.40	711811	대구광역시 달성군 다사읍 달천리 81번지	대구광역시 달성군 다사읍 다사로 483	42907	달래 황토찜질방	20080325155915	I	2018-08-31 23:59:59.0	찜질시설서비스영업	333736.775561	266365.714022	찜질시설서비스영업	0	0	1	1	<NA>	<NA>	0	Y	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	N

Overview

Variables

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Common Values

Length

Common Values (Plot)

Most occurring characters

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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

Other Punctuation

Uppercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation