gimi9 Pandas Profiling

Dataset statistics

Number of variables	50
Number of observations	817
Missing cells	9430
Missing cells (%)	23.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	344.8 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_1월
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000092351&dataSetDetailId=DDI_0000092348&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (71.6%)	Imbalance
`위생업태명` is highly imbalanced (71.6%)	Imbalance
`의자수` is highly imbalanced (55.0%)	Imbalance
`다중이용업소여부` is highly imbalanced (84.1%)	Imbalance
`인허가취소일자` has 817 (100.0%) missing values	Missing
`폐업일자` has 270 (33.0%) missing values	Missing
`휴업시작일자` has 817 (100.0%) missing values	Missing
`휴업종료일자` has 817 (100.0%) missing values	Missing
`재개업일자` has 817 (100.0%) missing values	Missing
`소재지전화` has 32 (3.9%) missing values	Missing
`도로명전체주소` has 330 (40.4%) missing values	Missing
`도로명우편번호` has 340 (41.6%) missing values	Missing
`좌표정보(X)` has 48 (5.9%) missing values	Missing
`좌표정보(Y)` has 48 (5.9%) missing values	Missing
`건물지상층수` has 175 (21.4%) missing values	Missing
`건물지하층수` has 236 (28.9%) missing values	Missing
`사용시작지상층` has 223 (27.3%) missing values	Missing
`사용끝지상층` has 283 (34.6%) missing values	Missing
`욕실수` has 240 (29.4%) missing values	Missing
`조건부허가신고사유` has 816 (99.9%) missing values	Missing
`조건부허가시작일자` has 817 (100.0%) missing values	Missing
`조건부허가종료일자` has 817 (100.0%) missing values	Missing
`여성종사자수` has 741 (90.7%) missing values	Missing
`남성종사자수` has 739 (90.5%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -23.21918444)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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 130 (15.9%) zeros	Zeros
`건물지하층수` has 173 (21.2%) zeros	Zeros
`사용시작지상층` has 150 (18.4%) zeros	Zeros
`사용끝지상층` has 91 (11.1%) zeros	Zeros
`욕실수` has 187 (22.9%) zeros	Zeros
`여성종사자수` has 57 (7.0%) zeros	Zeros
`남성종사자수` has 57 (7.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 19:58:17.506417
Analysis finished	2023-12-10 19:58:18.942153
Duration	1.44 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	817
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	409

Minimum	1
Maximum	817
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	1
5-th percentile	41.8
Q1	205
median	409
Q3	613
95-th percentile	776.2
Maximum	817
Range	816
Interquartile range (IQR)	408

Descriptive statistics

Standard deviation	235.99188
Coefficient of variation (CV)	0.57699726
Kurtosis	-1.2
Mean	409
Median Absolute Deviation (MAD)	204
Skewness	0
Sum	334153
Variance	55692.167
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
550	1	0.1%
540	1	0.1%
541	1	0.1%
542	1	0.1%
543	1	0.1%
544	1	0.1%
545	1	0.1%
546	1	0.1%
547	1	0.1%
Other values (807)	807	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 (%)
817	1	0.1%
816	1	0.1%
815	1	0.1%
814	1	0.1%
813	1	0.1%
812	1	0.1%
811	1	0.1%
810	1	0.1%
809	1	0.1%
808	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

목욕장업	817

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	817	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	817	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

11_44_01_P	817

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	817	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	817	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3444920.4

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3410000
Q1	3420000
median	3450000
Q3	3460000
95-th percentile	3470000
Maximum	3480000
Range	70000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	21063.042
Coefficient of variation (CV)	0.0061142319
Kurtosis	-1.2309367
Mean	3444920.4
Median Absolute Deviation (MAD)	20000
Skewness	-0.13399181
Sum	2.8145 × 10⁹
Variance	4.4365175 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	142	17.4%
3420000	134	16.4%
3450000	131	16.0%
3460000	130	15.9%
3430000	90	11.0%
3440000	80	9.8%
3410000	71	8.7%
3480000	39	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	71	8.7%
3420000	134	16.4%
3430000	90	11.0%
3440000	80	9.8%
3450000	131	16.0%
3460000	130	15.9%
3470000	142	17.4%
3480000	39	4.8%

Value	Count	Frequency (%)
3480000	39	4.8%
3470000	142	17.4%
3460000	130	15.9%
3450000	131	16.0%
3440000	80	9.8%
3430000	90	11.0%
3420000	134	16.4%
3410000	71	8.7%

관리번호
Text

UNIQUE

Distinct	817
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

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

Characters and Unicode

Total characters	17974
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	817 ?
Unique (%)	100.0%

Sample

1st row	3410000-202-1973-00001
2nd row	3410000-202-1974-00002
3rd row	3410000-202-1983-00002
4th row	3410000-202-1970-00004
5th row	3410000-202-1970-00005

Value	Count	Frequency (%)
3410000-202-1973-00001	1	0.1%
3460000-202-1998-00009	1	0.1%
3460000-202-1997-00010	1	0.1%
3460000-202-1999-00008	1	0.1%
3460000-202-1997-00014	1	0.1%
3460000-202-2008-00001	1	0.1%
3460000-202-2009-00002	1	0.1%
3460000-202-2012-00001	1	0.1%
3460000-202-1998-00011	1	0.1%
3460000-202-2008-00004	1	0.1%
Other values (807)	807	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	7986	44.4%
-	2451	13.6%
2	2443	13.6%
3	1193	6.6%
4	1071	6.0%
1	931	5.2%
9	764	4.3%
7	404	2.2%
5	261	1.5%
6	256	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15523	86.4%
Dash Punctuation	2451	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7986	51.4%
2	2443	15.7%
3	1193	7.7%
4	1071	6.9%
1	931	6.0%
9	764	4.9%
7	404	2.6%
5	261	1.7%
6	256	1.6%
8	214	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	2451	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17974	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7986	44.4%
-	2451	13.6%
2	2443	13.6%
3	1193	6.6%
4	1071	6.0%
1	931	5.2%
9	764	4.3%
7	404	2.2%
5	261	1.5%
6	256	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17974	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7986	44.4%
-	2451	13.6%
2	2443	13.6%
3	1193	6.6%
4	1071	6.0%
1	931	5.2%
9	764	4.3%
7	404	2.2%
5	261	1.5%
6	256	1.4%

인허가일자
Real number (ℝ)

Distinct	659
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19975291

Minimum	19601125
Maximum	20220105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	19601125
5-th percentile	19741226
Q1	19950222
median	19990204
Q3	20030723
95-th percentile	20143008
Maximum	20220105
Range	618980
Interquartile range (IQR)	80501

Descriptive statistics

Standard deviation	105120.16
Coefficient of variation (CV)	0.0052625097
Kurtosis	0.8736808
Mean	19975291
Median Absolute Deviation (MAD)	40514
Skewness	-0.70941651
Sum	1.6319813 × 10¹⁰
Variance	1.1050248 × 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%
19970724	3	0.4%
Other values (649)	690	84.5%

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 (%)
20220105	1	0.1%
20211101	1	0.1%
20210824	1	0.1%
20210618	1	0.1%
20210119	1	0.1%
20201211	1	0.1%
20200116	1	0.1%
20191203	1	0.1%
20190911	1	0.1%
20190902	2	0.2%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	817
Missing (%)	100.0%
Memory size	7.3 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

3	547
1	270

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	547	67.0%
1	270	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	547	67.0%
1	270	33.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

폐업	547
영업/정상	270

Length

Max length	5
Median length	2
Mean length	2.9914321
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	547	67.0%
영업/정상	270	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	547	67.0%
영업/정상	270	33.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

2	547
1	270

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	547	67.0%
1	270	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	547	67.0%
1	270	33.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

폐업	547
영업	270

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	547	67.0%
영업	270	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	547	67.0%
영업	270	33.0%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	488
Distinct (%)	89.2%
Missing	270
Missing (%)	33.0%
Infinite	0
Infinite (%)	0.0%
Mean	20067797

Minimum	200201
Maximum	20220110
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	200201
5-th percentile	20030436
Q1	20050824
median	20090616
Q3	20151230
95-th percentile	20201181
Maximum	20220110
Range	20019909
Interquartile range (IQR)	100405.5

Descriptive statistics

Standard deviation	853081.94
Coefficient of variation (CV)	0.042509994
Kurtosis	541.7347
Mean	20067797
Median Absolute Deviation (MAD)	49791
Skewness	-23.219184
Sum	1.0977085 × 10¹⁰
Variance	7.277488 × 10¹¹
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%
20120111	3	0.4%
20060419	3	0.4%
20090108	3	0.4%
20031229	3	0.4%
20041103	3	0.4%
20050117	3	0.4%
20190701	3	0.4%
Other values (478)	507	62.1%
(Missing)	270	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200201	1	0.1%
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%

Value	Count	Frequency (%)
20220110	1	0.1%
20211231	2	0.2%
20211215	1	0.1%
20211122	1	0.1%
20211026	1	0.1%
20211012	1	0.1%
20210930	2	0.2%
20210824	1	0.1%
20210820	1	0.1%
20210803	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	817
Missing (%)	100.0%
Memory size	7.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	817
Missing (%)	100.0%
Memory size	7.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	817
Missing (%)	100.0%
Memory size	7.3 KiB

소재지전화
Text

MISSING

Distinct	757
Distinct (%)	96.4%
Missing	32
Missing (%)	3.9%
Memory size	6.5 KiB

Length

Max length	12
Median length	11
Mean length	10.747771
Min length	7

Characters and Unicode

Total characters	8437
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	729 ?
Unique (%)	92.9%

Sample

1st row	053 4245959
2nd row	053 4225055
3rd row	053 4254720
4th row	053 4247143
5th row	053 4218241

Value	Count	Frequency (%)
053	645	40.3%
767	8	0.5%
781	6	0.4%
753	6	0.4%
743	6	0.4%
752	5	0.3%
765	5	0.3%
792	4	0.2%
763	4	0.2%
323	4	0.2%
Other values (833)	908	56.7%

Most occurring characters

Value	Count	Frequency (%)
5	1499	17.8%
0	1275	15.1%
3	1255	14.9%
	823	9.8%
6	599	7.1%
2	599	7.1%
7	541	6.4%
1	491	5.8%
4	468	5.5%
8	452	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7614	90.2%
Space Separator	823	9.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	1499	19.7%
0	1275	16.7%
3	1255	16.5%
6	599	7.9%
2	599	7.9%
7	541	7.1%
1	491	6.4%
4	468	6.1%
8	452	5.9%
9	435	5.7%

Space Separator

Value	Count	Frequency (%)
	823	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8437	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	1499	17.8%
0	1275	15.1%
3	1255	14.9%
	823	9.8%
6	599	7.1%
2	599	7.1%
7	541	6.4%
1	491	5.8%
4	468	5.5%
8	452	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8437	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	1499	17.8%
0	1275	15.1%
3	1255	14.9%
	823	9.8%
6	599	7.1%
2	599	7.1%
7	541	6.4%
1	491	5.8%
4	468	5.5%
8	452	5.4%

소재지면적
Text

Distinct	757
Distinct (%)	92.8%
Missing	1
Missing (%)	0.1%
Memory size	6.5 KiB

Length

Max length	8
Median length	6
Mean length	6.2806373
Min length	3

Characters and Unicode

Total characters	5125
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	719 ?
Unique (%)	88.1%

Sample

1st row	179.52
2nd row	257.86
3rd row	637.60
4th row	750.85
5th row	309.60

Value	Count	Frequency (%)
00	17	2.1%
660.00	5	0.6%
492.00	3	0.4%
450.00	3	0.4%
165.00	3	0.4%
425.00	2	0.2%
2,576.88	2	0.2%
167.67	2	0.2%
785.53	2	0.2%
396.00	2	0.2%
Other values (747)	775	95.0%

Most occurring characters

Value	Count	Frequency (%)
0	871	17.0%
.	816	15.9%
1	413	8.1%
4	411	8.0%
5	402	7.8%
2	390	7.6%
3	387	7.6%
6	362	7.1%
8	339	6.6%
7	312	6.1%
Other values (2)	422	8.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4165	81.3%
Other Punctuation	960	18.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	871	20.9%
1	413	9.9%
4	411	9.9%
5	402	9.7%
2	390	9.4%
3	387	9.3%
6	362	8.7%
8	339	8.1%
7	312	7.5%
9	278	6.7%

Other Punctuation

Value	Count	Frequency (%)
.	816	85.0%
,	144	15.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5125	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	871	17.0%
.	816	15.9%
1	413	8.1%
4	411	8.0%
5	402	7.8%
2	390	7.6%
3	387	7.6%
6	362	7.1%
8	339	6.6%
7	312	6.1%
Other values (2)	422	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	871	17.0%
.	816	15.9%
1	413	8.1%
4	411	8.0%
5	402	7.8%
2	390	7.6%
3	387	7.6%
6	362	7.1%
8	339	6.6%
7	312	6.1%
Other values (2)	422	8.2%

소재지우편번호
Real number (ℝ)

Distinct	382
Distinct (%)	46.9%
Missing	3
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	704186.36

Minimum	700010
Maximum	711892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	700010
5-th percentile	700803.95
Q1	701866.25
median	703843
Q3	705823
95-th percentile	706851
Maximum	711892
Range	11882
Interquartile range (IQR)	3956.75

Descriptive statistics

Standard deviation	2555.9079
Coefficient of variation (CV)	0.0036295902
Kurtosis	1.3169482
Mean	704186.36
Median Absolute Deviation (MAD)	1979.5
Skewness	0.938113
Sum	5.732077 × 10⁸
Variance	6532665.2
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%
701846	6	0.7%
705828	6	0.7%
706833	6	0.7%
706170	6	0.7%
Other values (372)	742	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700010	1	0.1%
700020	3	0.4%
700082	1	0.1%
700092	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%

Value	Count	Frequency (%)
711892	1	0.1%
711891	1	0.1%
711874	2	0.2%
711872	1	0.1%
711863	1	0.1%
711861	1	0.1%
711858	1	0.1%
711852	6	0.7%
711844	2	0.2%
711842	1	0.1%

소재지전체주소
Text

Distinct	756
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

Max length	48
Median length	43
Mean length	22.659731
Min length	16

Characters and Unicode

Total characters	18513
Distinct characters	196
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	699 ?
Unique (%)	85.6%

Sample

1st row	대구광역시 중구 달성동 179-1번지
2nd row	대구광역시 중구 동인동4가 453-4번지
3rd row	대구광역시 중구 동인동2가 0227-0008번지
4th row	대구광역시 중구 동문동 18-4번지
5th row	대구광역시 중구 삼덕동3가 342-2번지

Value	Count	Frequency (%)
대구광역시	817	23.6%
달서구	142	4.1%
동구	134	3.9%
북구	131	3.8%
수성구	130	3.7%
서구	90	2.6%
남구	80	2.3%
중구	71	2.0%
대명동	51	1.5%
달성군	39	1.1%
Other values (996)	1783	51.4%

Most occurring characters

Value	Count	Frequency (%)
	3468	18.7%
구	1605	8.7%
동	935	5.1%
대	902	4.9%
1	890	4.8%
시	824	4.5%
광	818	4.4%
역	818	4.4%
지	730	3.9%
-	697	3.8%
Other values (186)	6826	36.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10289	55.6%
Decimal Number	3960	21.4%
Space Separator	3468	18.7%
Dash Punctuation	697	3.8%
Other Punctuation	54	0.3%
Close Punctuation	19	0.1%
Open Punctuation	19	0.1%
Uppercase Letter	6	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1605	15.6%
동	935	9.1%
대	902	8.8%
시	824	8.0%
광	818	8.0%
역	818	8.0%
지	730	7.1%
번	650	6.3%
서	243	2.4%
성	236	2.3%
Other values (165)	2528	24.6%

Decimal Number

Value	Count	Frequency (%)
1	890	22.5%
2	544	13.7%
0	441	11.1%
3	381	9.6%
4	351	8.9%
5	329	8.3%
6	293	7.4%
7	270	6.8%
8	238	6.0%
9	223	5.6%

Other Punctuation

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

Uppercase Letter

Value	Count	Frequency (%)
B	3	50.0%
A	2	33.3%
L	1	16.7%

Space Separator

Value	Count	Frequency (%)
	3468	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	697	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10289	55.6%
Common	8218	44.4%
Latin	6	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1605	15.6%
동	935	9.1%
대	902	8.8%
시	824	8.0%
광	818	8.0%
역	818	8.0%
지	730	7.1%
번	650	6.3%
서	243	2.4%
성	236	2.3%
Other values (165)	2528	24.6%

Common

Value	Count	Frequency (%)
	3468	42.2%
1	890	10.8%
-	697	8.5%
2	544	6.6%
0	441	5.4%
3	381	4.6%
4	351	4.3%
5	329	4.0%
6	293	3.6%
7	270	3.3%
Other values (8)	554	6.7%

Latin

Value	Count	Frequency (%)
B	3	50.0%
A	2	33.3%
L	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10289	55.6%
ASCII	8224	44.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3468	42.2%
1	890	10.8%
-	697	8.5%
2	544	6.6%
0	441	5.4%
3	381	4.6%
4	351	4.3%
5	329	4.0%
6	293	3.6%
7	270	3.3%
Other values (11)	560	6.8%

Hangul

Value	Count	Frequency (%)
구	1605	15.6%
동	935	9.1%
대	902	8.8%
시	824	8.0%
광	818	8.0%
역	818	8.0%
지	730	7.1%
번	650	6.3%
서	243	2.4%
성	236	2.3%
Other values (165)	2528	24.6%

도로명전체주소
Text

MISSING

Distinct	481
Distinct (%)	98.8%
Missing	330
Missing (%)	40.4%
Memory size	6.5 KiB

Length

Max length	56
Median length	48
Mean length	25.837782
Min length	20

Characters and Unicode

Total characters	12583
Distinct characters	236
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	475 ?
Unique (%)	97.5%

Sample

1st row	대구광역시 중구 국채보상로140길 16 (동인동2가)
2nd row	대구광역시 중구 경상감영길 1 (서성로1가)
3rd row	대구광역시 중구 동덕로 115, 진석타워 지하1층 (삼덕동2가)
4th row	대구광역시 중구 국채보상로 688-19 (동인동2가)
5th row	대구광역시 중구 명륜로26길 61 (대봉동)

Value	Count	Frequency (%)
대구광역시	487	18.8%
달서구	84	3.2%
동구	81	3.1%
수성구	76	2.9%
북구	72	2.8%
서구	54	2.1%
남구	50	1.9%
중구	37	1.4%
대명동	34	1.3%
달성군	33	1.3%
Other values (848)	1582	61.1%

Most occurring characters

Value	Count	Frequency (%)
	2103	16.7%
구	1002	8.0%
대	631	5.0%
동	621	4.9%
시	495	3.9%
역	491	3.9%
광	488	3.9%
(	463	3.7%
)	463	3.7%
로	461	3.7%
Other values (226)	5365	42.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7396	58.8%
Space Separator	2103	16.7%
Decimal Number	1896	15.1%
Open Punctuation	463	3.7%
Close Punctuation	463	3.7%
Other Punctuation	156	1.2%
Dash Punctuation	78	0.6%
Math Symbol	15	0.1%
Uppercase Letter	13	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1002	13.5%
대	631	8.5%
동	621	8.4%
시	495	6.7%
역	491	6.6%
광	488	6.6%
로	461	6.2%
길	241	3.3%
서	176	2.4%
성	173	2.3%
Other values (204)	2617	35.4%

Decimal Number

Value	Count	Frequency (%)
1	389	20.5%
2	311	16.4%
3	227	12.0%
0	167	8.8%
5	165	8.7%
4	155	8.2%
6	151	8.0%
7	128	6.8%
8	102	5.4%
9	101	5.3%

Uppercase Letter

Value	Count	Frequency (%)
A	6	46.2%
B	5	38.5%
L	1	7.7%
C	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
,	154	98.7%
·	1	0.6%
.	1	0.6%

Space Separator

Value	Count	Frequency (%)
	2103	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	463	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	463	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	78	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7396	58.8%
Common	5174	41.1%
Latin	13	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1002	13.5%
대	631	8.5%
동	621	8.4%
시	495	6.7%
역	491	6.6%
광	488	6.6%
로	461	6.2%
길	241	3.3%
서	176	2.4%
성	173	2.3%
Other values (204)	2617	35.4%

Common

Value	Count	Frequency (%)
	2103	40.6%
(	463	8.9%
)	463	8.9%
1	389	7.5%
2	311	6.0%
3	227	4.4%
0	167	3.2%
5	165	3.2%
4	155	3.0%
,	154	3.0%
Other values (8)	577	11.2%

Latin

Value	Count	Frequency (%)
A	6	46.2%
B	5	38.5%
L	1	7.7%
C	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7396	58.8%
ASCII	5186	41.2%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2103	40.6%
(	463	8.9%
)	463	8.9%
1	389	7.5%
2	311	6.0%
3	227	4.4%
0	167	3.2%
5	165	3.2%
4	155	3.0%
,	154	3.0%
Other values (11)	589	11.4%

Hangul

Value	Count	Frequency (%)
구	1002	13.5%
대	631	8.5%
동	621	8.4%
시	495	6.7%
역	491	6.6%
광	488	6.6%
로	461	6.2%
길	241	3.3%
서	176	2.4%
성	173	2.3%
Other values (204)	2617	35.4%

None

Value	Count	Frequency (%)
·	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	390
Distinct (%)	81.8%
Missing	340
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	42013.044

Minimum	41000
Maximum	43024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	41000
5-th percentile	41112
Q1	41535
median	41977
Q3	42496
95-th percentile	42938.4
Maximum	43024
Range	2024
Interquartile range (IQR)	961

Descriptive statistics

Standard deviation	584.40733
Coefficient of variation (CV)	0.01391014
Kurtosis	-1.1531177
Mean	42013.044
Median Absolute Deviation (MAD)	484
Skewness	-0.027128652
Sum	20040222
Variance	341531.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42612	3	0.4%
41008	3	0.4%
41463	3	0.4%
41436	3	0.4%
42117	3	0.4%
42288	3	0.4%
42439	3	0.4%
42413	3	0.4%
41112	3	0.4%
42661	3	0.4%
Other values (380)	447	54.7%
(Missing)	340	41.6%

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 (%)
43024	1	0.1%
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%

사업장명
Text

Distinct	713
Distinct (%)	87.3%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

Max length	17
Median length	16
Mean length	5.122399
Min length	2

Characters and Unicode

Total characters	4185
Distinct characters	306
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	640 ?
Unique (%)	78.3%

Sample

1st row	동호
2nd row	덕성탕
3rd row	라이온수
4th row	대구
5th row	청하탕

Value	Count	Frequency (%)
사우나	7	0.8%
그린목욕탕	5	0.6%
한일목욕탕	5	0.6%
대동탕	4	0.5%
청수목욕탕	4	0.5%
동영목욕탕	4	0.5%
대림목욕탕	4	0.5%
대청사우나	4	0.5%
호수탕	4	0.5%
천일탕	3	0.4%
Other values (726)	809	94.8%

Most occurring characters

Value	Count	Frequency (%)
탕	495	11.8%
목	278	6.6%
욕	278	6.6%
우	157	3.8%
나	153	3.7%
사	153	3.7%
스	105	2.5%
대	87	2.1%
동	75	1.8%
천	73	1.7%
Other values (296)	2331	55.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4080	97.5%
Space Separator	38	0.9%
Open Punctuation	22	0.5%
Close Punctuation	22	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	495	12.1%
목	278	6.8%
욕	278	6.8%
우	157	3.8%
나	153	3.8%
사	153	3.8%
스	105	2.6%
대	87	2.1%
동	75	1.8%
천	73	1.8%
Other values (279)	2226	54.6%

Uppercase Letter

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

Decimal Number

Value	Count	Frequency (%)
3	3	30.0%
2	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 (%)
	38	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	22	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4080	97.5%
Common	96	2.3%
Latin	9	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	495	12.1%
목	278	6.8%
욕	278	6.8%
우	157	3.8%
나	153	3.8%
사	153	3.8%
스	105	2.6%
대	87	2.1%
동	75	1.8%
천	73	1.8%
Other values (279)	2226	54.6%

Common

Value	Count	Frequency (%)
	38	39.6%
(	22	22.9%
)	22	22.9%
3	3	3.1%
2	3	3.1%
,	2	2.1%
0	2	2.1%
5	2	2.1%
/	1	1.0%
＆	1	1.0%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4080	97.5%
ASCII	104	2.5%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	495	12.1%
목	278	6.8%
욕	278	6.8%
우	157	3.8%
나	153	3.8%
사	153	3.8%
스	105	2.6%
대	87	2.1%
동	75	1.8%
천	73	1.8%
Other values (279)	2226	54.6%

ASCII

Value	Count	Frequency (%)
	38	36.5%
(	22	21.2%
)	22	21.2%
3	3	2.9%
2	3	2.9%
,	2	1.9%
T	2	1.9%
0	2	1.9%
5	2	1.9%
G	2	1.9%
Other values (6)	6	5.8%

None

Value	Count	Frequency (%)
＆	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	701
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.012171 × 10¹³

Minimum	2.0020201 × 10¹³
Maximum	2.0220128 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	2.0020201 × 10¹³
5-th percentile	2.002083 × 10¹³
Q1	2.004091 × 10¹³
median	2.0120216 × 10¹³
Q3	2.0191217 × 10¹³
95-th percentile	2.0210723 × 10¹³
Maximum	2.0220128 × 10¹³
Range	1.9992714 × 10¹¹
Interquartile range (IQR)	1.503071 × 10¹¹

Descriptive statistics

Standard deviation	7.1983055 × 10¹⁰
Coefficient of variation (CV)	0.0035773827
Kurtosis	-1.6257998
Mean	2.012171 × 10¹³
Median Absolute Deviation (MAD)	7.9191106 × 10¹⁰
Skewness	-0.10208223
Sum	1.6439437 × 10¹⁶
Variance	5.1815603 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030927000000	21	2.6%
20020709000000	17	2.1%
20031027000000	13	1.6%
20030805000000	10	1.2%
20030804000000	9	1.1%
20020913000000	4	0.5%
20020408000000	4	0.5%
20041029000000	3	0.4%
20040213000000	3	0.4%
20020625000000	3	0.4%
Other values (691)	730	89.4%

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 (%)
20220128141506	1	0.1%
20220126134219	1	0.1%
20220111103735	1	0.1%
20220110153655	1	0.1%
20220106154845	1	0.1%
20220105143426	1	0.1%
20211231134155	1	0.1%
20211231102438	1	0.1%
20211230100615	1	0.1%
20211227113151	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

I	535
U	282

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	535	65.5%
U	282	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	535	65.5%
u	282	34.5%

데이터갱신일자
Date

Distinct	201
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-01-30 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	6.5 KiB

공동탕업	732
공동탕업+찜질시설서비스영업	45
찜질시설서비스영업	17
한증막업	16
목욕장업 기타	7

Length

Max length	14
Median length	4
Mean length	4.6805386
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	732	89.6%
공동탕업+찜질시설서비스영업	45	5.5%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업 기타	7	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	732	88.8%
공동탕업+찜질시설서비스영업	45	5.5%
찜질시설서비스영업	17	2.1%
한증막업	16	1.9%
목욕장업	7	0.8%
기타	7	0.8%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	664
Distinct (%)	86.3%
Missing	48
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	343341.55

Minimum	327293.91
Maximum	356189.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	327293.91
5-th percentile	335728.27
Q1	340197.23
median	343243.77
Q3	346520.49
95-th percentile	351532.28
Maximum	356189.2
Range	28895.287
Interquartile range (IQR)	6323.2686

Descriptive statistics

Standard deviation	4724.4155
Coefficient of variation (CV)	0.013760104
Kurtosis	0.69119291
Mean	343341.55
Median Absolute Deviation (MAD)	3174.9386
Skewness	-0.071362669
Sum	2.6402965 × 10⁸
Variance	22320101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
337346.648864	4	0.5%
340616.952958	3	0.4%
338849.57742	3	0.4%
353142.033074	3	0.4%
345310.581197	3	0.4%
355698.459984	3	0.4%
343184.151781	3	0.4%
342666.445914	3	0.4%
340286.680164	3	0.4%
339273.069927	3	0.4%
Other values (654)	738	90.3%
(Missing)	48	5.9%

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	664
Distinct (%)	86.3%
Missing	48
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	263533.53

Minimum	238769.81
Maximum	278091.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	238769.81
5-th percentile	257732.62
Q1	261412.73
median	263846.27
Q3	265813.79
95-th percentile	270095.64
Maximum	278091.65
Range	39321.841
Interquartile range (IQR)	4401.0614

Descriptive statistics

Standard deviation	4328.2837
Coefficient of variation (CV)	0.016424034
Kurtosis	5.4996786
Mean	263533.53
Median Absolute Deviation (MAD)	2186.9034
Skewness	-0.92985643
Sum	2.0265728 × 10⁸
Variance	18734040
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
258035.007517	4	0.5%
266219.271086	3	0.4%
257972.210093	3	0.4%
261737.213765	3	0.4%
261330.273815	3	0.4%
275787.590179	3	0.4%
264080.683793	3	0.4%
263256.489079	3	0.4%
271242.256968	3	0.4%
269989.71536	3	0.4%
Other values (654)	738	90.3%
(Missing)	48	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
238769.812522	1	0.1%
240746.717574	1	0.1%
244719.0	1	0.1%
244828.005203	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	6.5 KiB

공동탕업	732
공동탕업+찜질시설서비스영업	45
찜질시설서비스영업	17
한증막업	16
목욕장업 기타	7

Length

Max length	14
Median length	4
Mean length	4.6805386
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	732	89.6%
공동탕업+찜질시설서비스영업	45	5.5%
찜질시설서비스영업	17	2.1%
한증막업	16	2.0%
목욕장업 기타	7	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	732	88.8%
공동탕업+찜질시설서비스영업	45	5.5%
찜질시설서비스영업	17	2.1%
한증막업	16	1.9%
목욕장업	7	0.8%
기타	7	0.8%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	3.1%
Missing	175
Missing (%)	21.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.6464174

Minimum	0
Maximum	42
Zeros	130
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	7.3 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	3.5487988
Coefficient of variation (CV)	0.9732289
Kurtosis	32.921991
Mean	3.6464174
Median Absolute Deviation (MAD)	2
Skewness	4.183108
Sum	2341
Variance	12.593973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	130	15.9%
3	121	14.8%
4	120	14.7%
5	97	11.9%
2	65	8.0%
6	38	4.7%
7	20	2.4%
1	11	1.3%
9	11	1.3%
8	10	1.2%
Other values (10)	19	2.3%
(Missing)	175	21.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	130	15.9%
1	11	1.3%
2	65	8.0%
3	121	14.8%
4	120	14.7%
5	97	11.9%
6	38	4.7%
7	20	2.4%
8	10	1.2%
9	11	1.3%

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	236
Missing (%)	28.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.89672978

Minimum	0
Maximum	9
Zeros	173
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	7.3 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	0.89808588
Coefficient of variation (CV)	1.0015123
Kurtosis	24.524006
Mean	0.89672978
Median Absolute Deviation (MAD)	0
Skewness	3.4001255
Sum	521
Variance	0.80655825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	334	40.9%
0	173	21.2%
2	57	7.0%
4	7	0.9%
3	7	0.9%
9	2	0.2%
6	1	0.1%
(Missing)	236	28.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	173	21.2%
1	334	40.9%
2	57	7.0%
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	57	7.0%
1	334	40.9%
0	173	21.2%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	1.5%
Missing	223
Missing (%)	27.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.3804714

Minimum	0
Maximum	23
Zeros	150
Zeros (%)	18.4%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.5266124
Coefficient of variation (CV)	1.1058631
Kurtosis	68.380117
Mean	1.3804714
Median Absolute Deviation (MAD)	1
Skewness	5.5851341
Sum	820
Variance	2.3305455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	220	26.9%
2	154	18.8%
0	150	18.4%
3	37	4.5%
4	15	1.8%
5	8	1.0%
6	5	0.6%
7	4	0.5%
23	1	0.1%
(Missing)	223	27.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	150	18.4%
1	220	26.9%
2	154	18.8%
3	37	4.5%
4	15	1.8%
5	8	1.0%
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	8	1.0%
4	15	1.8%
3	37	4.5%
2	154	18.8%
1	220	26.9%
0	150	18.4%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	1.9%
Missing	283
Missing (%)	34.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.3632959

Minimum	0
Maximum	23
Zeros	91
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	7.3 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	1.8220664
Coefficient of variation (CV)	0.77098532
Kurtosis	30.501235
Mean	2.3632959
Median Absolute Deviation (MAD)	1
Skewness	3.1168986
Sum	1262
Variance	3.3199261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	191	23.4%
3	120	14.7%
0	91	11.1%
4	52	6.4%
1	35	4.3%
5	24	2.9%
6	11	1.3%
8	5	0.6%
7	4	0.5%
23	1	0.1%
(Missing)	283	34.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	11.1%
1	35	4.3%
2	191	23.4%
3	120	14.7%
4	52	6.4%
5	24	2.9%
6	11	1.3%
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	11	1.3%
5	24	2.9%
4	52	6.4%
3	120	14.7%
2	191	23.4%
1	35	4.3%
0	91	11.1%

사용시작지하층
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	356
0	355
1	97
2	9

Length

Max length	4
Median length	1
Mean length	2.3072215
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	356	43.6%
0	355	43.5%
1	97	11.9%
2	9	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	356	43.6%
0	355	43.5%
1	97	11.9%
2	9	1.1%

사용끝지하층
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	414
0	286
1	107
2	7
3	3

Length

Max length	4
Median length	4
Mean length	2.5201958
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	414	50.7%
0	286	35.0%
1	107	13.1%
2	7	0.9%
3	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	414	50.7%
0	286	35.0%
1	107	13.1%
2	7	0.9%
3	3	0.4%

한실수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

0	432
<NA>	384
2	1

Length

Max length	4
Median length	1
Mean length	2.4100367
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	432	52.9%
<NA>	384	47.0%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	432	52.9%
na	384	47.0%
2	1	0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

0	432
<NA>	384
34	1

Length

Max length	4
Median length	1
Mean length	2.4112607
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	432	52.9%
<NA>	384	47.0%
34	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	432	52.9%
na	384	47.0%
34	1	0.1%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.4%
Missing	240
Missing (%)	29.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.7590988

Minimum	0
Maximum	22
Zeros	187
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	7.3 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	1.9173526
Coefficient of variation (CV)	1.089963
Kurtosis	24.796187
Mean	1.7590988
Median Absolute Deviation (MAD)	0
Skewness	3.3770571
Sum	1015
Variance	3.6762409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2	303	37.1%
0	187	22.9%
4	41	5.0%
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)	240	29.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	187	22.9%
1	14	1.7%
2	303	37.1%
3	2	0.2%
4	41	5.0%
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	41	5.0%

발한실여부
Boolean

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

False	478
True	336
(Missing)	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	478	58.5%
True	336	41.1%
(Missing)	3	0.4%

의자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

0	431
<NA>	382
3	2
4	1
6	1

Length

Max length	4
Median length	1
Mean length	2.4026928
Min length	1

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
0	431	52.8%
<NA>	382	46.8%
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	431	52.8%
na	382	46.8%
3	2	0.2%
4	1	0.1%
6	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	816
Missing (%)	99.9%
Memory size	6.5 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	817
Missing (%)	100.0%
Memory size	7.3 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	817
Missing (%)	100.0%
Memory size	7.3 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	464
자가	238
임대	115

Length

Max length	4
Median length	4
Mean length	3.1358629
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	464	56.8%
자가	238	29.1%
임대	115	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	464	56.8%
자가	238	29.1%
임대	115	14.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	454
0	363

Length

Max length	4
Median length	4
Mean length	2.6670747
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	454	55.6%
0	363	44.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	454	55.6%
0	363	44.4%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	7.9%
Missing	741
Missing (%)	90.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.60526316

Minimum	0
Maximum	7
Zeros	57
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.25
95-th percentile	3
Maximum	7
Range	7
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	1.2762335
Coefficient of variation (CV)	2.1085597
Kurtosis	8.9555108
Mean	0.60526316
Median Absolute Deviation (MAD)	0
Skewness	2.7229055
Sum	46
Variance	1.6287719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	57	7.0%
2	9	1.1%
3	4	0.5%
1	4	0.5%
5	1	0.1%
7	1	0.1%
(Missing)	741	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	57	7.0%
1	4	0.5%
2	9	1.1%
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	9	1.1%
1	4	0.5%
0	57	7.0%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	7.7%
Missing	739
Missing (%)	90.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.64102564

Minimum	0
Maximum	7
Zeros	57
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	7.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.3384849
Coefficient of variation (CV)	2.0880364
Kurtosis	7.8791328
Mean	0.64102564
Median Absolute Deviation (MAD)	0
Skewness	2.6578512
Sum	50
Variance	1.7915418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	57	7.0%
2	7	0.9%
1	7	0.9%
3	4	0.5%
5	2	0.2%
7	1	0.1%
(Missing)	739	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	57	7.0%
1	7	0.9%
2	7	0.9%
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	7	0.9%
1	7	0.9%
0	57	7.0%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	475
0	342

Length

Max length	4
Median length	4
Mean length	2.744186
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	475	58.1%
0	342	41.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	475	58.1%
0	342	41.9%

침대수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

<NA>	479
0	338

Length

Max length	4
Median length	4
Mean length	2.7588739
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	479	58.6%
0	338	41.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	479	58.6%
0	338	41.4%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	949.0 B

False	798
True	19

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	798	97.7%
True	19	2.3%

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	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	1	목욕장업	11_44_01_P	3410000	3410000-202-1973-00001	19730908	<NA>	3	폐업	2	폐업	20071101	<NA>	<NA>	<NA>	<NA>	179.52	700841	대구광역시 중구 달성동 179-1번지	<NA>	<NA>	동호	20030715000000	I	2018-08-31 23:59:59.0	공동탕업	342466.641224	265209.150313	공동탕업	3	<NA>	2	2	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	2	목욕장업	11_44_01_P	3410000	3410000-202-1974-00002	19740314	<NA>	3	폐업	2	폐업	20040427	<NA>	<NA>	<NA>	053 4245959	257.86	700849	대구광역시 중구 동인동4가 453-4번지	<NA>	<NA>	덕성탕	20040427000000	I	2018-08-31 23:59:59.0	공동탕업	345487.369465	264409.839814	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3	목욕장업	11_44_01_P	3410000	3410000-202-1983-00002	19830920	<NA>	3	폐업	2	폐업	20150703	<NA>	<NA>	<NA>	053 4225055	637.60	700843	대구광역시 중구 동인동2가 0227-0008번지	대구광역시 중구 국채보상로140길 16 (동인동2가)	41944	라이온수	20120125113540	I	2018-08-31 23:59:59.0	공동탕업	344981.918922	264289.975858	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	3410000-202-1970-00004	19700914	<NA>	3	폐업	2	폐업	20090119	<NA>	<NA>	<NA>	053 4254720	750.85	700180	대구광역시 중구 동문동 18-4번지	<NA>	<NA>	대구	20070829132058	I	2018-08-31 23:59:59.0	공동탕업	344180.237905	264782.329768	공동탕업	4	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	5	목욕장업	11_44_01_P	3410000	3410000-202-1970-00005	19701008	<NA>	3	폐업	2	폐업	20060608	<NA>	<NA>	<NA>	<NA>	309.60	700413	대구광역시 중구 삼덕동3가 342-2번지	<NA>	<NA>	청하탕	20040214000000	I	2018-08-31 23:59:59.0	공동탕업	344958.139165	263805.13112	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	6	목욕장업	11_44_01_P	3410000	3410000-202-1974-00003	19741230	<NA>	3	폐업	2	폐업	20090119	<NA>	<NA>	<NA>	053 4247143	390.00	700845	대구광역시 중구 동인동3가 271번지	<NA>	<NA>	영흥탕	20030723000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	7	목욕장업	11_44_01_P	3410000	3410000-202-2003-00003	20030313	<NA>	3	폐업	2	폐업	20201006	<NA>	<NA>	<NA>	053 4218241	1,030.10	700261	대구광역시 중구 서성로1가 0109-0001	대구광역시 중구 경상감영길 1 (서성로1가)	41919	삼정 헬스사우나	20201006112208	U	2020-10-08 02:40:00.0	공동탕업	343315.940921	264622.218272	공동탕업	3	1	1	2	0	0	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
7	8	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
8	9	목욕장업	11_44_01_P	3410000	3410000-202-1973-00002	19730512	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4259304	185.76	700843	대구광역시 중구 동인동2가 0226-0004	대구광역시 중구 국채보상로 688-19 (동인동2가)	41944	평양식한증	20210322175456	U	2021-03-24 02:40:00.0	한증막업	344954.418062	264278.406287	한증막업	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	3410000-202-1981-00001	19811231	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 4230032	306.17	700813	대구광역시 중구 대봉동 0734-0005	대구광역시 중구 명륜로26길 61 (대봉동)	41960	삼익탕	20210621165514	U	2021-06-23 02:40:00.0	공동탕업	344220.564457	263070.8599	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N

	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	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
807	808	목욕장업	11_44_01_P	3480000	3480000-202-1997-00003	19970910	<NA>	3	폐업	2	폐업	20200325	<NA>	<NA>	<NA>	053 5884188	868.28	711815	대구광역시 달성군 다사읍 죽곡리 119-4번지	대구광역시 달성군 다사읍 달구벌대로 860	42918	장수목욕탕	20200325142606	U	2020-03-27 02:40:00.0	공동탕업	332145.196359	263083.111357	공동탕업	5	1	3	4	1	1	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
808	809	목욕장업	11_44_01_P	3480000	3480000-202-1986-00001	19861222	<NA>	3	폐업	2	폐업	20121029	<NA>	<NA>	<NA>	053 6140119	378.40	711841	대구광역시 달성군 옥포면 간경리 850번지	대구광역시 달성군 옥포면 비슬로457길 3	42972	반도목욕탕	20030816000000	I	2018-08-31 23:59:59.0	공동탕업	332870.658242	255521.770518	공동탕업	4	1	1	4	<NA>	1	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N
809	810	목욕장업	11_44_01_P	3480000	3480000-202-1967-00001	19671116	<NA>	3	폐업	2	폐업	20200831	<NA>	<NA>	<NA>	053 6325464	758.80	711835	대구광역시 달성군 화원읍 천내리 402-1	대구광역시 달성군 화원읍 비슬로 2568-3	42962	스파피아	20200831140941	U	2020-09-02 02:40:00.0	공동탕업	335320.097323	256917.0486	공동탕업	5	1	1	3	0	0	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
810	811	목욕장업	11_44_01_P	3480000	3480000-202-2000-00008	20000925	<NA>	3	폐업	2	폐업	20100309	<NA>	<NA>	<NA>	053 6160336	700.00	711844	대구광역시 달성군 옥포면 김흥리 1021번지	<NA>	<NA>	비슬산한증막	20050706000000	I	2018-08-31 23:59:59.0	공동탕업	335007.529259	250482.263766	공동탕업	1	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
811	812	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	0	0	Y	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	<NA>	<NA>	N
812	813	목욕장업	11_44_01_P	3480000	3480000-202-1980-00002	19800418	<NA>	3	폐업	2	폐업	20140221	<NA>	<NA>	<NA>	05306145004	192.24	711891	대구광역시 달성군 구지면 창리 472-2번지	<NA>	<NA>	구지목욕탕	20140217150142	I	2018-08-31 23:59:59.0	공동탕업	327529.514434	240746.717574	공동탕업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N
813	814	목욕장업	11_44_01_P	3480000	3480000-202-1996-00001	19960930	<NA>	3	폐업	2	폐업	20160429	<NA>	<NA>	<NA>	053 6377998	792.57	711839	대구광역시 달성군 화원읍 성산리 493-27번지	대구광역시 달성군 화원읍 성화로4길 11	42946	태왕목욕탕	20160330175741	I	2018-08-31 23:59:59.0	공동탕업	334704.808295	256765.18442	공동탕업	4	1	2	4	1	1	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
814	815	목욕장업	11_44_01_P	3480000	3480000-202-2012-00003	20120720	<NA>	3	폐업	2	폐업	20191022	<NA>	<NA>	<NA>	053 583 2344	176.70	711821	대구광역시 달성군 하빈면 하산리 37번지	대구광역시 달성군 하빈면 하산4길 126	42900	하빈숯굴	20191022094503	U	2019-10-24 02:40:00.0	찜질시설서비스영업	327293.913425	267442.739468	찜질시설서비스영업	1	0	1	1	0	0	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	Y
815	816	목욕장업	11_44_01_P	3480000	3480000-202-1980-00001	19801231	<NA>	3	폐업	2	폐업	20080918	<NA>	<NA>	<NA>	05306117827	210.00	711874	대구광역시 달성군 현풍면 하리 115-5번지	<NA>	<NA>	명신목욕탕	20030816000000	I	2018-08-31 23:59:59.0	공동탕업	330585.519076	244859.344723	공동탕업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N
816	817	목욕장업	11_44_01_P	3480000	3480000-202-1995-00002	19950414	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	05306111103	687.06	711872	대구광역시 달성군 현풍면 성하리 402-9번지	대구광역시 달성군 현풍면 현풍중앙로21길 2	43000	청구목욕탕	20180725102331	I	2018-08-31 23:59:59.0	공동탕업	330342.686681	245205.925241	공동탕업	5	1	2	3	0	0	0	0	2	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Uppercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open 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

Uppercase Letter