gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	3201
Missing cells	33006
Missing cells (%)	23.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	380.0 B

Variable types

Numeric	15
Categorical	14
Text	6
Unsupported	7
DateTime	1
Boolean	1

Dataset

Description	22년10월_6270000_대구광역시_05_19_01_P_이용업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000096815&dataSetDetailId=DDI_0000096831&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`업태구분명` is highly imbalanced (90.9%)	Imbalance
`위생업태명` is highly imbalanced (90.9%)	Imbalance
`여성종사자수` is highly imbalanced (67.8%)	Imbalance
`남성종사자수` is highly imbalanced (55.7%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3201 (100.0%) missing values	Missing
`폐업일자` has 908 (28.4%) missing values	Missing
`휴업시작일자` has 3201 (100.0%) missing values	Missing
`휴업종료일자` has 3201 (100.0%) missing values	Missing
`재개업일자` has 3201 (100.0%) missing values	Missing
`소재지전화` has 995 (31.1%) missing values	Missing
`도로명전체주소` has 1411 (44.1%) missing values	Missing
`도로명우편번호` has 1436 (44.9%) missing values	Missing
`좌표정보(X)` has 147 (4.6%) missing values	Missing
`좌표정보(Y)` has 147 (4.6%) missing values	Missing
`건물지상층수` has 582 (18.2%) missing values	Missing
`건물지하층수` has 945 (29.5%) missing values	Missing
`사용시작지상층` has 816 (25.5%) missing values	Missing
`사용끝지상층` has 1048 (32.7%) missing values	Missing
`의자수` has 349 (10.9%) missing values	Missing
`조건부허가신고사유` has 3201 (100.0%) missing values	Missing
`조건부허가시작일자` has 3201 (100.0%) missing values	Missing
`조건부허가종료일자` has 3201 (100.0%) missing values	Missing
`침대수` has 1782 (55.7%) 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
`조건부허가신고사유` 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 647 (20.2%) zeros	Zeros
`건물지하층수` has 1221 (38.1%) zeros	Zeros
`사용시작지상층` has 531 (16.6%) zeros	Zeros
`사용끝지상층` has 311 (9.7%) zeros	Zeros
`의자수` has 164 (5.1%) zeros	Zeros
`침대수` has 1403 (43.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 20:05:35.558672
Analysis finished	2023-12-10 20:05:37.926806
Duration	2.37 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1601

Minimum	1
Maximum	3201
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	1
5-th percentile	161
Q1	801
median	1601
Q3	2401
95-th percentile	3041
Maximum	3201
Range	3200
Interquartile range (IQR)	1600

Descriptive statistics

Standard deviation	924.19343
Coefficient of variation (CV)	0.57726011
Kurtosis	-1.2
Mean	1601
Median Absolute Deviation (MAD)	800
Skewness	0
Sum	5124801
Variance	854133.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2139	1	< 0.1%
2129	1	< 0.1%
2130	1	< 0.1%
2131	1	< 0.1%
2132	1	< 0.1%
2133	1	< 0.1%
2134	1	< 0.1%
2135	1	< 0.1%
2136	1	< 0.1%
Other values (3191)	3191	99.7%

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 (%)
3201	1	< 0.1%
3200	1	< 0.1%
3199	1	< 0.1%
3198	1	< 0.1%
3197	1	< 0.1%
3196	1	< 0.1%
3195	1	< 0.1%
3194	1	< 0.1%
3193	1	< 0.1%
3192	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

이용업	3201

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
이용업	3201	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
이용업	3201	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

05_19_01_P	3201

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05_19_01_P
2nd row	05_19_01_P
3rd row	05_19_01_P
4th row	05_19_01_P
5th row	05_19_01_P

Common Values

Value	Count	Frequency (%)
05_19_01_P	3201	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
05_19_01_p	3201	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3445342.1

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 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	21027.143
Coefficient of variation (CV)	0.006103064
Kurtosis	-1.2541581
Mean	3445342.1
Median Absolute Deviation (MAD)	20000
Skewness	-0.12581638
Sum	1.102854 × 10¹⁰
Variance	4.4214076 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	624	19.5%
3450000	518	16.2%
3420000	514	16.1%
3460000	452	14.1%
3430000	416	13.0%
3440000	278	8.7%
3410000	248	7.7%
3480000	151	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	248	7.7%
3420000	514	16.1%
3430000	416	13.0%
3440000	278	8.7%
3450000	518	16.2%
3460000	452	14.1%
3470000	624	19.5%
3480000	151	4.7%

Value	Count	Frequency (%)
3480000	151	4.7%
3470000	624	19.5%
3460000	452	14.1%
3450000	518	16.2%
3440000	278	8.7%
3430000	416	13.0%
3420000	514	16.1%
3410000	248	7.7%

관리번호
Text

UNIQUE

Distinct	3201
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

Length

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

Characters and Unicode

Total characters	70422
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	3201 ?
Unique (%)	100.0%

Sample

1st row	3410000-203-2008-00003
2nd row	3410000-203-2010-00003
3rd row	3410000-203-2010-00004
4th row	3410000-203-2001-00001
5th row	3410000-203-2010-00005

Value	Count	Frequency (%)
3410000-203-2008-00003	1	< 0.1%
3460000-203-1999-00010	1	< 0.1%
3460000-203-2001-00012	1	< 0.1%
3460000-203-1998-00016	1	< 0.1%
3460000-203-1998-00018	1	< 0.1%
3460000-203-1998-00019	1	< 0.1%
3460000-203-1999-00028	1	< 0.1%
3460000-203-2002-00017	1	< 0.1%
3460000-203-2002-00019	1	< 0.1%
3460000-203-1997-00005	1	< 0.1%
Other values (3191)	3191	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	31104	44.2%
-	9603	13.6%
3	7872	11.2%
2	6795	9.6%
4	4194	6.0%
1	3561	5.1%
9	2617	3.7%
7	1390	2.0%
6	1273	1.8%
5	1097	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60819	86.4%
Dash Punctuation	9603	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31104	51.1%
3	7872	12.9%
2	6795	11.2%
4	4194	6.9%
1	3561	5.9%
9	2617	4.3%
7	1390	2.3%
6	1273	2.1%
5	1097	1.8%
8	916	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	9603	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70422	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	31104	44.2%
-	9603	13.6%
3	7872	11.2%
2	6795	9.6%
4	4194	6.0%
1	3561	5.1%
9	2617	3.7%
7	1390	2.0%
6	1273	1.8%
5	1097	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70422	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	31104	44.2%
-	9603	13.6%
3	7872	11.2%
2	6795	9.6%
4	4194	6.0%
1	3561	5.1%
9	2617	3.7%
7	1390	2.0%
6	1273	1.8%
5	1097	1.6%

인허가일자
Real number (ℝ)

Distinct	2123
Distinct (%)	66.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20019546

Minimum	19601125
Maximum	20221004
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	19601125
5-th percentile	19810720
Q1	19970128
median	20020911
Q3	20080401
95-th percentile	20190226
Maximum	20221004
Range	619879
Interquartile range (IQR)	110273

Descriptive statistics

Standard deviation	102406.47
Coefficient of variation (CV)	0.0051153243
Kurtosis	1.2685568
Mean	20019546
Median Absolute Deviation (MAD)	50791
Skewness	-0.63537358
Sum	6.4082568 × 10¹⁰
Variance	1.0487085 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19961221	113	3.5%
19961224	97	3.0%
20030728	85	2.7%
20030708	77	2.4%
19961212	28	0.9%
19970114	23	0.7%
20030120	22	0.7%
19970120	22	0.7%
19961213	19	0.6%
19771112	16	0.5%
Other values (2113)	2699	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19601125	1	< 0.1%
19601220	1	< 0.1%
19620824	1	< 0.1%
19630420	1	< 0.1%
19631009	1	< 0.1%
19631109	1	< 0.1%
19640812	1	< 0.1%
19650525	1	< 0.1%
19650731	1	< 0.1%
19661112	1	< 0.1%

Value	Count	Frequency (%)
20221004	1	< 0.1%
20220929	1	< 0.1%
20220927	1	< 0.1%
20220926	1	< 0.1%
20220915	1	< 0.1%
20220907	1	< 0.1%
20220825	1	< 0.1%
20220803	1	< 0.1%
20220712	1	< 0.1%
20220711	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

3	2293
1	908

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	2293	71.6%
1	908	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2293	71.6%
1	908	28.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

폐업	2293
영업/정상	908

Length

Max length	5
Median length	2
Mean length	2.8509841
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	2293	71.6%
영업/정상	908	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2293	71.6%
영업/정상	908	28.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

2	2293
1	908

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	2293	71.6%
1	908	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2293	71.6%
1	908	28.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

폐업	2293
영업	908

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	2293	71.6%
영업	908	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2293	71.6%
영업	908	28.4%

폐업일자
Real number (ℝ)

MISSING

Distinct	1650
Distinct (%)	72.0%
Missing	908
Missing (%)	28.4%
Infinite	0
Infinite (%)	0.0%
Mean	20101732

Minimum	19980506
Maximum	20221026
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	19980506
5-th percentile	20030308
Q1	20041025
median	20090129
Q3	20160308
95-th percentile	20210624
Maximum	20221026
Range	240520
Interquartile range (IQR)	119283

Descriptive statistics

Standard deviation	62793.301
Coefficient of variation (CV)	0.0031237756
Kurtosis	-1.2051431
Mean	20101732
Median Absolute Deviation (MAD)	50023
Skewness	0.40145626
Sum	4.6093272 × 10¹⁰
Variance	3.9429986 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20040312	41	1.3%
20031231	28	0.9%
20030708	26	0.8%
20031120	25	0.8%
20031229	14	0.4%
20031226	11	0.3%
20050117	11	0.3%
20031128	10	0.3%
20031230	10	0.3%
20031222	9	0.3%
Other values (1640)	2108	65.9%
(Missing)	908	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19980506	1	< 0.1%
19990524	1	< 0.1%
20000603	1	< 0.1%
20000710	1	< 0.1%
20000712	1	< 0.1%
20000812	1	< 0.1%
20000831	1	< 0.1%
20000925	1	< 0.1%
20001009	1	< 0.1%
20001212	1	< 0.1%

Value	Count	Frequency (%)
20221026	2	0.1%
20221025	2	0.1%
20221024	1	< 0.1%
20221019	1	< 0.1%
20221011	1	< 0.1%
20221006	1	< 0.1%
20220929	1	< 0.1%
20220928	1	< 0.1%
20220927	1	< 0.1%
20220926	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

소재지전화
Text

MISSING

Distinct	2082
Distinct (%)	94.4%
Missing	995
Missing (%)	31.1%
Memory size	25.1 KiB

Length

Max length	12
Median length	11
Mean length	10.771079
Min length	6

Characters and Unicode

Total characters	23761
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	1974 ?
Unique (%)	89.5%

Sample

1st row	053 2572955
2nd row	053 2536037
3rd row	053 4233939
4th row	053 4236188
5th row	053 2562176

Value	Count	Frequency (%)
053	1920	41.9%
764	16	0.3%
352	11	0.2%
763	11	0.2%
791	10	0.2%
762	9	0.2%
956	9	0.2%
754	8	0.2%
756	8	0.2%
755	8	0.2%
Other values (2213)	2570	56.1%

Most occurring characters

Value	Count	Frequency (%)
5	4376	18.4%
3	3557	15.0%
0	2936	12.4%
	2393	10.1%
2	1937	8.2%
6	1809	7.6%
7	1459	6.1%
4	1440	6.1%
1	1316	5.5%
8	1271	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21368	89.9%
Space Separator	2393	10.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	4376	20.5%
3	3557	16.6%
0	2936	13.7%
2	1937	9.1%
6	1809	8.5%
7	1459	6.8%
4	1440	6.7%
1	1316	6.2%
8	1271	5.9%
9	1267	5.9%

Space Separator

Value	Count	Frequency (%)
	2393	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23761	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	4376	18.4%
3	3557	15.0%
0	2936	12.4%
	2393	10.1%
2	1937	8.2%
6	1809	7.6%
7	1459	6.1%
4	1440	6.1%
1	1316	5.5%
8	1271	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23761	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	4376	18.4%
3	3557	15.0%
0	2936	12.4%
	2393	10.1%
2	1937	8.2%
6	1809	7.6%
7	1459	6.1%
4	1440	6.1%
1	1316	5.5%
8	1271	5.3%

소재지면적
Text

Distinct	1407
Distinct (%)	44.3%
Missing	24
Missing (%)	0.7%
Memory size	25.1 KiB

Length

Max length	10
Median length	5
Mean length	4.7758892
Min length	3

Characters and Unicode

Total characters	15173
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	992 ?
Unique (%)	31.2%

Sample

1st row	9.36
2nd row	12.60
3rd row	6.20
4th row	39.60
5th row	56.10

Value	Count	Frequency (%)
00	239	7.5%
16.50	60	1.9%
33.00	59	1.9%
19.80	49	1.5%
20.00	43	1.4%
23.10	40	1.3%
15.00	37	1.2%
6.60	32	1.0%
26.40	32	1.0%
18.00	31	1.0%
Other values (1397)	2555	80.4%

Most occurring characters

Value	Count	Frequency (%)
0	3363	22.2%
.	3177	20.9%
1	1472	9.7%
2	1450	9.6%
3	1001	6.6%
5	958	6.3%
6	893	5.9%
4	814	5.4%
8	759	5.0%
9	692	4.6%
Other values (2)	594	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11992	79.0%
Other Punctuation	3181	21.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3363	28.0%
1	1472	12.3%
2	1450	12.1%
3	1001	8.3%
5	958	8.0%
6	893	7.4%
4	814	6.8%
8	759	6.3%
9	692	5.8%
7	590	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	3177	99.9%
,	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15173	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3363	22.2%
.	3177	20.9%
1	1472	9.7%
2	1450	9.6%
3	1001	6.6%
5	958	6.3%
6	893	5.9%
4	814	5.4%
8	759	5.0%
9	692	4.6%
Other values (2)	594	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3363	22.2%
.	3177	20.9%
1	1472	9.7%
2	1450	9.6%
3	1001	6.6%
5	958	6.3%
6	893	5.9%
4	814	5.4%
8	759	5.0%
9	692	4.6%
Other values (2)	594	3.9%

소재지우편번호
Real number (ℝ)

Distinct	544
Distinct (%)	17.0%
Missing	9
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	704176.09

Minimum	700010
Maximum	711892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	700010
5-th percentile	700815
Q1	702050
median	703840
Q3	705809
95-th percentile	706852
Maximum	711892
Range	11882
Interquartile range (IQR)	3759

Descriptive statistics

Standard deviation	2488.444
Coefficient of variation (CV)	0.0035338377
Kurtosis	1.729931
Mean	704176.09
Median Absolute Deviation (MAD)	1965
Skewness	1.0586631
Sum	2.2477301 × 10⁹
Variance	6192353.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
704080	41	1.3%
704060	35	1.1%
702040	30	0.9%
704932	25	0.8%
711852	23	0.7%
704834	23	0.7%
703805	22	0.7%
705809	22	0.7%
704904	22	0.7%
706839	21	0.7%
Other values (534)	2928	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700010	7	0.2%
700020	3	0.1%
700030	4	0.1%
700040	1	< 0.1%
700060	1	< 0.1%
700070	1	< 0.1%
700081	1	< 0.1%
700082	4	0.1%
700093	1	< 0.1%
700111	4	0.1%

Value	Count	Frequency (%)
711892	4	0.1%
711891	6	0.2%
711874	5	0.2%
711873	3	0.1%
711872	9	0.3%
711871	1	< 0.1%
711864	4	0.1%
711863	1	< 0.1%
711861	2	0.1%
711858	2	0.1%

소재지전체주소
Text

Distinct	2832
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

Length

Max length	49
Median length	46
Mean length	23.696345
Min length	17

Characters and Unicode

Total characters	75852
Distinct characters	288
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	2546 ?
Unique (%)	79.5%

Sample

1st row	대구광역시 중구 서성로1가 0109-0001번지 (2층)
2nd row	대구광역시 중구 동인동4가 0347-0001번지
3rd row	대구광역시 중구 남산동 0693-0008번지 지상2층
4th row	대구광역시 중구 수창동 0099-0002번지
5th row	대구광역시 중구 대신동 0115-0005번지 지상2층

Value	Count	Frequency (%)
대구광역시	3201	22.8%
달서구	624	4.4%
북구	518	3.7%
동구	515	3.7%
수성구	451	3.2%
서구	416	3.0%
남구	278	2.0%
중구	248	1.8%
대명동	205	1.5%
달성군	151	1.1%
Other values (3207)	7436	53.0%

Most occurring characters

Value	Count	Frequency (%)
	13922	18.4%
구	6301	8.3%
동	3777	5.0%
1	3635	4.8%
대	3540	4.7%
시	3233	4.3%
광	3209	4.2%
역	3205	4.2%
지	3172	4.2%
-	2774	3.7%
Other values (278)	29084	38.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42162	55.6%
Decimal Number	16268	21.4%
Space Separator	13922	18.4%
Dash Punctuation	2774	3.7%
Open Punctuation	311	0.4%
Close Punctuation	311	0.4%
Other Punctuation	61	0.1%
Uppercase Letter	42	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	6301	14.9%
동	3777	9.0%
대	3540	8.4%
시	3233	7.7%
광	3209	7.6%
역	3205	7.6%
지	3172	7.5%
번	2731	6.5%
서	1109	2.6%
성	890	2.1%
Other values (251)	10995	26.1%

Decimal Number

Value	Count	Frequency (%)
1	3635	22.3%
2	2199	13.5%
0	1955	12.0%
3	1577	9.7%
4	1428	8.8%
5	1270	7.8%
6	1098	6.7%
7	1072	6.6%
9	1036	6.4%
8	998	6.1%

Uppercase Letter

Value	Count	Frequency (%)
A	17	40.5%
B	13	31.0%
T	4	9.5%
P	4	9.5%
S	1	2.4%
C	1	2.4%
L	1	2.4%
H	1	2.4%

Other Punctuation

Value	Count	Frequency (%)
,	54	88.5%
/	3	4.9%
.	3	4.9%
@	1	1.6%

Space Separator

Value	Count	Frequency (%)
	13922	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2774	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	311	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	311	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	42161	55.6%
Common	33648	44.4%
Latin	42	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	6301	14.9%
동	3777	9.0%
대	3540	8.4%
시	3233	7.7%
광	3209	7.6%
역	3205	7.6%
지	3172	7.5%
번	2731	6.5%
서	1109	2.6%
성	890	2.1%
Other values (250)	10994	26.1%

Common

Value	Count	Frequency (%)
	13922	41.4%
1	3635	10.8%
-	2774	8.2%
2	2199	6.5%
0	1955	5.8%
3	1577	4.7%
4	1428	4.2%
5	1270	3.8%
6	1098	3.3%
7	1072	3.2%
Other values (9)	2718	8.1%

Latin

Value	Count	Frequency (%)
A	17	40.5%
B	13	31.0%
T	4	9.5%
P	4	9.5%
S	1	2.4%
C	1	2.4%
L	1	2.4%
H	1	2.4%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42161	55.6%
ASCII	33690	44.4%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13922	41.3%
1	3635	10.8%
-	2774	8.2%
2	2199	6.5%
0	1955	5.8%
3	1577	4.7%
4	1428	4.2%
5	1270	3.8%
6	1098	3.3%
7	1072	3.2%
Other values (17)	2760	8.2%

Hangul

Value	Count	Frequency (%)
구	6301	14.9%
동	3777	9.0%
대	3540	8.4%
시	3233	7.7%
광	3209	7.6%
역	3205	7.6%
지	3172	7.5%
번	2731	6.5%
서	1109	2.6%
성	890	2.1%
Other values (250)	10994	26.1%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1705
Distinct (%)	95.3%
Missing	1411
Missing (%)	44.1%
Memory size	25.1 KiB

Length

Max length	58
Median length	48
Mean length	27.715084
Min length	18

Characters and Unicode

Total characters	49610
Distinct characters	307
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	1635 ?
Unique (%)	91.3%

Sample

1st row	대구광역시 중구 국채보상로 723 (동인동4가)
2nd row	대구광역시 중구 국채보상로 458, 2층 (대신동)
3rd row	대구광역시 중구 국채보상로 570-8 (전동)
4th row	대구광역시 중구 달구벌대로447길 72-1 (삼덕동3가)
5th row	대구광역시 중구 중앙대로77길 36 (종로2가)

Value	Count	Frequency (%)
대구광역시	1790	17.7%
달서구	338	3.4%
1층	305	3.0%
동구	293	2.9%
북구	289	2.9%
수성구	253	2.5%
서구	208	2.1%
남구	172	1.7%
중구	138	1.4%
대명동	123	1.2%
Other values (2051)	6179	61.3%

Most occurring characters

Value	Count	Frequency (%)
	8298	16.7%
구	3684	7.4%
동	2389	4.8%
대	2282	4.6%
1	2025	4.1%
시	1825	3.7%
)	1810	3.6%
(	1810	3.6%
역	1797	3.6%
광	1793	3.6%
Other values (297)	21897	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28692	57.8%
Space Separator	8298	16.7%
Decimal Number	7669	15.5%
Close Punctuation	1810	3.6%
Open Punctuation	1810	3.6%
Other Punctuation	976	2.0%
Dash Punctuation	320	0.6%
Uppercase Letter	34	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	3684	12.8%
동	2389	8.3%
대	2282	8.0%
시	1825	6.4%
역	1797	6.3%
광	1793	6.2%
로	1704	5.9%
길	989	3.4%
층	747	2.6%
서	710	2.5%
Other values (271)	10772	37.5%

Decimal Number

Value	Count	Frequency (%)
1	2025	26.4%
2	1134	14.8%
3	899	11.7%
0	633	8.3%
4	627	8.2%
5	549	7.2%
6	527	6.9%
7	474	6.2%
8	419	5.5%
9	382	5.0%

Uppercase Letter

Value	Count	Frequency (%)
A	15	44.1%
B	11	32.4%
E	2	5.9%
P	2	5.9%
T	2	5.9%
H	1	2.9%
S	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
,	973	99.7%
@	1	0.1%
/	1	0.1%
.	1	0.1%

Space Separator

Value	Count	Frequency (%)
	8298	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1810	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1810	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	320	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28692	57.8%
Common	20884	42.1%
Latin	34	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	3684	12.8%
동	2389	8.3%
대	2282	8.0%
시	1825	6.4%
역	1797	6.3%
광	1793	6.2%
로	1704	5.9%
길	989	3.4%
층	747	2.6%
서	710	2.5%
Other values (271)	10772	37.5%

Common

Value	Count	Frequency (%)
	8298	39.7%
1	2025	9.7%
)	1810	8.7%
(	1810	8.7%
2	1134	5.4%
,	973	4.7%
3	899	4.3%
0	633	3.0%
4	627	3.0%
5	549	2.6%
Other values (9)	2126	10.2%

Latin

Value	Count	Frequency (%)
A	15	44.1%
B	11	32.4%
E	2	5.9%
P	2	5.9%
T	2	5.9%
H	1	2.9%
S	1	2.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28692	57.8%
ASCII	20918	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8298	39.7%
1	2025	9.7%
)	1810	8.7%
(	1810	8.7%
2	1134	5.4%
,	973	4.7%
3	899	4.3%
0	633	3.0%
4	627	3.0%
5	549	2.6%
Other values (16)	2160	10.3%

Hangul

Value	Count	Frequency (%)
구	3684	12.8%
동	2389	8.3%
대	2282	8.0%
시	1825	6.4%
역	1797	6.3%
광	1793	6.2%
로	1704	5.9%
길	989	3.4%
층	747	2.6%
서	710	2.5%
Other values (271)	10772	37.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	850
Distinct (%)	48.2%
Missing	1436
Missing (%)	44.9%
Infinite	0
Infinite (%)	0.0%
Mean	42009.75

Minimum	41000
Maximum	43024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	41000
5-th percentile	41120.2
Q1	41535
median	41963
Q3	42509
95-th percentile	42918
Maximum	43024
Range	2024
Interquartile range (IQR)	974

Descriptive statistics

Standard deviation	577.50515
Coefficient of variation (CV)	0.013746932
Kurtosis	-1.1902217
Mean	42009.75
Median Absolute Deviation (MAD)	498
Skewness	0.001189047
Sum	74147208
Variance	333512.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41558	9	0.3%
41913	9	0.3%
42612	8	0.2%
41465	8	0.2%
41122	8	0.2%
42632	8	0.2%
41947	7	0.2%
41535	7	0.2%
42653	7	0.2%
42400	7	0.2%
Other values (840)	1687	52.7%
(Missing)	1436	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41000	3	0.1%
41002	4	0.1%
41005	2	0.1%
41007	3	0.1%
41009	3	0.1%
41011	1	< 0.1%
41017	1	< 0.1%
41020	1	< 0.1%
41026	1	< 0.1%
41027	1	< 0.1%

Value	Count	Frequency (%)
43024	1	< 0.1%
43013	4	0.1%
43010	2	0.1%
43006	1	< 0.1%
43005	1	< 0.1%
43004	1	< 0.1%
43003	1	< 0.1%
43000	4	0.1%
42999	3	0.1%
42996	3	0.1%

사업장명
Text

Distinct	2034
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

Length

Max length	28
Median length	5
Mean length	5.107154
Min length	1

Characters and Unicode

Total characters	16348
Distinct characters	519
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	1541 ?
Unique (%)	48.1%

Sample

1st row	삼정이용소
2nd row	육교이용소
3rd row	아미가
4th row	월드
5th row	서남이용소

Value	Count	Frequency (%)
이용소	37	1.1%
현대이용소	26	0.8%
대성이용소	25	0.8%
명성이용소	20	0.6%
그린이용소	17	0.5%
삼성이용소	17	0.5%
동원이용소	15	0.5%
블루클럽	15	0.5%
보성이용소	13	0.4%
한일이용소	12	0.4%
Other values (1998)	3106	94.0%

Most occurring characters

Value	Count	Frequency (%)
이	2286	14.0%
용	2213	13.5%
소	2123	13.0%
성	342	2.1%
대	298	1.8%
동	205	1.3%
신	184	1.1%
	183	1.1%
원	175	1.1%
천	160	1.0%
Other values (509)	8179	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15815	96.7%
Space Separator	183	1.1%
Uppercase Letter	128	0.8%
Lowercase Letter	82	0.5%
Open Punctuation	41	0.3%
Close Punctuation	41	0.3%
Decimal Number	40	0.2%
Other Punctuation	15	0.1%
Letter Number	2	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	2286	14.5%
용	2213	14.0%
소	2123	13.4%
성	342	2.2%
대	298	1.9%
동	205	1.3%
신	184	1.2%
원	175	1.1%
천	160	1.0%
우	149	0.9%
Other values (448)	7680	48.6%

Uppercase Letter

Value	Count	Frequency (%)
B	13	10.2%
S	11	8.6%
A	11	8.6%
E	10	7.8%
R	9	7.0%
O	8	6.2%
T	8	6.2%
M	7	5.5%
K	6	4.7%
I	5	3.9%
Other values (14)	40	31.2%

Lowercase Letter

Value	Count	Frequency (%)
o	11	13.4%
r	10	12.2%
a	9	11.0%
s	8	9.8%
e	7	8.5%
b	7	8.5%
n	6	7.3%
h	6	7.3%
p	5	6.1%
l	3	3.7%
Other values (7)	10	12.2%

Decimal Number

Value	Count	Frequency (%)
1	10	25.0%
8	8	20.0%
2	6	15.0%
0	6	15.0%
3	6	15.0%
4	2	5.0%
5	1	2.5%
9	1	2.5%

Other Punctuation

Value	Count	Frequency (%)
.	7	46.7%
'	4	26.7%
&	1	6.7%
·	1	6.7%
,	1	6.7%
#	1	6.7%

Letter Number

Value	Count	Frequency (%)
Ⅰ	1	50.0%
Ⅱ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	183	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	41	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	41	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15815	96.7%
Common	321	2.0%
Latin	212	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	2286	14.5%
용	2213	14.0%
소	2123	13.4%
성	342	2.2%
대	298	1.9%
동	205	1.3%
신	184	1.2%
원	175	1.1%
천	160	1.0%
우	149	0.9%
Other values (448)	7680	48.6%

Latin

Value	Count	Frequency (%)
B	13	6.1%
S	11	5.2%
o	11	5.2%
A	11	5.2%
E	10	4.7%
r	10	4.7%
R	9	4.2%
a	9	4.2%
O	8	3.8%
T	8	3.8%
Other values (33)	112	52.8%

Common

Value	Count	Frequency (%)
	183	57.0%
(	41	12.8%
)	41	12.8%
1	10	3.1%
8	8	2.5%
.	7	2.2%
2	6	1.9%
0	6	1.9%
3	6	1.9%
'	4	1.2%
Other values (8)	9	2.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15815	96.7%
ASCII	530	3.2%
Number Forms	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	2286	14.5%
용	2213	14.0%
소	2123	13.4%
성	342	2.2%
대	298	1.9%
동	205	1.3%
신	184	1.2%
원	175	1.1%
천	160	1.0%
우	149	0.9%
Other values (448)	7680	48.6%

ASCII

Value	Count	Frequency (%)
	183	34.5%
(	41	7.7%
)	41	7.7%
B	13	2.5%
S	11	2.1%
o	11	2.1%
A	11	2.1%
E	10	1.9%
1	10	1.9%
r	10	1.9%
Other values (48)	189	35.7%

Number Forms

Value	Count	Frequency (%)
Ⅰ	1	50.0%
Ⅱ	1	50.0%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	2487
Distinct (%)	77.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0111547 × 10¹³

Minimum	2.0011006 × 10¹³
Maximum	2.0221027 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	2.0011006 × 10¹³
5-th percentile	2.0021011 × 10¹³
Q1	2.0040402 × 10¹³
median	2.0110322 × 10¹³
Q3	2.0180814 × 10¹³
95-th percentile	2.0211208 × 10¹³
Maximum	2.0221027 × 10¹³
Range	2.1002111 × 10¹¹
Interquartile range (IQR)	1.4041211 × 10¹¹

Descriptive statistics

Standard deviation	6.8903111 × 10¹⁰
Coefficient of variation (CV)	0.0034260472
Kurtosis	-1.4790656
Mean	2.0111547 × 10¹³
Median Absolute Deviation (MAD)	7.0085037 × 10¹⁰
Skewness	0.16531713
Sum	6.4377063 × 10¹⁶
Variance	4.7476387 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20031031000000	39	1.2%
20040313000000	37	1.2%
20041129000000	34	1.1%
20020416000000	27	0.8%
20040312000000	25	0.8%
20031010000000	24	0.7%
20040213000000	23	0.7%
20021011000000	21	0.7%
20030731000000	17	0.5%
20020729000000	16	0.5%
Other values (2477)	2938	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20011006000000	4	0.1%
20011218000000	1	< 0.1%
20020320000000	1	< 0.1%
20020330000000	1	< 0.1%
20020412000000	1	< 0.1%
20020416000000	27	0.8%
20020417000000	8	0.2%
20020418000000	3	0.1%
20020508000000	1	< 0.1%
20020510000000	1	< 0.1%

Value	Count	Frequency (%)
20221027112147	1	< 0.1%
20221026150248	1	< 0.1%
20221026144643	1	< 0.1%
20221025150537	1	< 0.1%
20221025133916	1	< 0.1%
20221024114205	1	< 0.1%
20221019165330	1	< 0.1%
20221018093158	1	< 0.1%
20221017170405	1	< 0.1%
20221011140615	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

I	2449
U	752

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	2449	76.5%
U	752	23.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2449	76.5%
u	752	23.5%

데이터갱신일자
Date

Distinct	509
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-10-29 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

일반이용업	3164
이용업 기타	37

Length

Max length	6
Median length	5
Mean length	5.0115589
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반이용업	3164	98.8%
이용업 기타	37	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	3164	97.7%
이용업	37	1.1%
기타	37	1.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2359
Distinct (%)	77.2%
Missing	147
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	343046.62

Minimum	327551.87
Maximum	356728.78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	327551.87
5-th percentile	335203.24
Q1	339876.01
median	342647.2
Q3	346244.62
95-th percentile	352829.43
Maximum	356728.78
Range	29176.904
Interquartile range (IQR)	6368.6144

Descriptive statistics

Standard deviation	4897.2
Coefficient of variation (CV)	0.014275611
Kurtosis	0.47276462
Mean	343046.62
Median Absolute Deviation (MAD)	3101.8293
Skewness	0.059206656
Sum	1.0476644 × 10⁹
Variance	23982568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
342056.356661	10	0.3%
338881.747008	8	0.2%
342355.950931	8	0.2%
342647.200755	7	0.2%
344046.261885	7	0.2%
346440.105797	6	0.2%
342979.50183	6	0.2%
339440.669923	6	0.2%
335728.273517	6	0.2%
337346.648864	6	0.2%
Other values (2349)	2984	93.2%
(Missing)	147	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
327551.872352	1	< 0.1%
327693.456541	1	< 0.1%
327698.913649	1	< 0.1%
328243.083724	1	< 0.1%
328293.62359	3	0.1%
328337.353662	1	< 0.1%
328389.300033	1	< 0.1%
328436.659113	1	< 0.1%
328575.030436	1	< 0.1%
328656.357314	1	< 0.1%

Value	Count	Frequency (%)
356728.776845	1	< 0.1%
356534.131252	2	0.1%
356515.752178	1	< 0.1%
356485.853105	1	< 0.1%
356437.578421	1	< 0.1%
356428.0866	1	< 0.1%
356290.801264	1	< 0.1%
356197.467672	1	< 0.1%
356142.765212	1	< 0.1%
356129.784535	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2359
Distinct (%)	77.2%
Missing	147
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	263523.33

Minimum	238769.81
Maximum	278091.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	238769.81
5-th percentile	257667.08
Q1	261588.31
median	263734.73
Q3	265705.51
95-th percentile	270321.91
Maximum	278091.65
Range	39321.841
Interquartile range (IQR)	4117.1954

Descriptive statistics

Standard deviation	4183.8432
Coefficient of variation (CV)	0.015876557
Kurtosis	6.2178572
Mean	263523.33
Median Absolute Deviation (MAD)	2063.2175
Skewness	-1.241317
Sum	8.0480024 × 10⁸
Variance	17504544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
261454.668093	10	0.3%
261852.136016	8	0.2%
261485.129229	8	0.2%
261846.398048	7	0.2%
261742.707245	7	0.2%
267083.375924	6	0.2%
262488.906251	6	0.2%
261637.957404	6	0.2%
262684.165543	6	0.2%
258035.007517	6	0.2%
Other values (2349)	2984	93.2%
(Missing)	147	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
238769.812522	3	0.1%
238810.537774	1	< 0.1%
240700.866897	1	< 0.1%
240715.325375	1	< 0.1%
240837.868215	1	< 0.1%
240992.822164	1	< 0.1%
241926.136957	1	< 0.1%
242247.9639	1	< 0.1%
242378.729863	1	< 0.1%
244504.04518	1	< 0.1%

Value	Count	Frequency (%)
278091.653532	3	0.1%
277462.879247	4	0.1%
274407.551765	1	< 0.1%
274171.709713	2	0.1%
274148.35881	1	< 0.1%
273755.811454	1	< 0.1%
273712.082489	1	< 0.1%
273313.159204	1	< 0.1%
273237.600006	1	< 0.1%
273183.361741	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

일반이용업	3164
이용업 기타	37

Length

Max length	6
Median length	5
Mean length	5.0115589
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반이용업	3164	98.8%
이용업 기타	37	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	3164	97.7%
이용업	37	1.1%
기타	37	1.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	0.8%
Missing	582
Missing (%)	18.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.5505918

Minimum	0
Maximum	35
Zeros	647
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	6
Maximum	35
Range	35
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4966017
Coefficient of variation (CV)	0.97883232
Kurtosis	37.263256
Mean	2.5505918
Median Absolute Deviation (MAD)	2
Skewness	3.8869746
Sum	6680
Variance	6.2330201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	647	20.2%
3	557	17.4%
2	523	16.3%
4	341	10.7%
5	219	6.8%
1	179	5.6%
6	58	1.8%
7	31	1.0%
9	23	0.7%
10	15	0.5%
Other values (11)	26	0.8%
(Missing)	582	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	647	20.2%
1	179	5.6%
2	523	16.3%
3	557	17.4%
4	341	10.7%
5	219	6.8%
6	58	1.8%
7	31	1.0%
8	10	0.3%
9	23	0.7%

Value	Count	Frequency (%)
35	2	0.1%
31	1	< 0.1%
28	1	< 0.1%
23	1	< 0.1%
20	3	0.1%
19	1	< 0.1%
17	1	< 0.1%
15	2	0.1%
12	1	< 0.1%
11	3	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	945
Missing (%)	29.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.55053191

Minimum	0
Maximum	9
Zeros	1221
Zeros (%)	38.1%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.76400142
Coefficient of variation (CV)	1.3877514
Kurtosis	19.155286
Mean	0.55053191
Median Absolute Deviation (MAD)	0
Skewness	3.015448
Sum	1242
Variance	0.58369816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1221	38.1%
1	908	28.4%
2	94	2.9%
4	14	0.4%
3	9	0.3%
5	3	0.1%
6	3	0.1%
7	3	0.1%
9	1	< 0.1%
(Missing)	945	29.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1221	38.1%
1	908	28.4%
2	94	2.9%
3	9	0.3%
4	14	0.4%
5	3	0.1%
6	3	0.1%
7	3	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	3	0.1%
6	3	0.1%
5	3	0.1%
4	14	0.4%
3	9	0.3%
2	94	2.9%
1	908	28.4%
0	1221	38.1%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	816
Missing (%)	25.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3144654

Minimum	0
Maximum	9
Zeros	531
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2346628
Coefficient of variation (CV)	0.93928891
Kurtosis	5.5986165
Mean	1.3144654
Median Absolute Deviation (MAD)	1
Skewness	1.8672848
Sum	3135
Variance	1.5243922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1147	35.8%
0	531	16.6%
2	374	11.7%
3	206	6.4%
4	71	2.2%
5	27	0.8%
6	12	0.4%
8	10	0.3%
7	6	0.2%
9	1	< 0.1%
(Missing)	816	25.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	531	16.6%
1	1147	35.8%
2	374	11.7%
3	206	6.4%
4	71	2.2%
5	27	0.8%
6	12	0.4%
7	6	0.2%
8	10	0.3%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	10	0.3%
7	6	0.2%
6	12	0.4%
5	27	0.8%
4	71	2.2%
3	206	6.4%
2	374	11.7%
1	1147	35.8%
0	531	16.6%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	1048
Missing (%)	32.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.4393869

Minimum	0
Maximum	8
Zeros	311
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2083854
Coefficient of variation (CV)	0.83951393
Kurtosis	5.3971973
Mean	1.4393869
Median Absolute Deviation (MAD)	0
Skewness	1.8771611
Sum	3099
Variance	1.4601952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	1147	35.8%
2	371	11.6%
0	311	9.7%
3	196	6.1%
4	70	2.2%
5	30	0.9%
6	13	0.4%
8	9	0.3%
7	6	0.2%
(Missing)	1048	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	311	9.7%
1	1147	35.8%
2	371	11.6%
3	196	6.1%
4	70	2.2%
5	30	0.9%
6	13	0.4%
7	6	0.2%
8	9	0.3%

Value	Count	Frequency (%)
8	9	0.3%
7	6	0.2%
6	13	0.4%
5	30	0.9%
4	70	2.2%
3	196	6.1%
2	371	11.6%
1	1147	35.8%
0	311	9.7%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

0	1606
<NA>	1398
1	191
2	5
6	1

Length

Max length	4
Median length	1
Mean length	2.3102156
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1606	50.2%
<NA>	1398	43.7%
1	191	6.0%
2	5	0.2%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1606	50.2%
na	1398	43.7%
1	191	6.0%
2	5	0.2%
6	1	< 0.1%

사용끝지하층
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

<NA>	1705
0	1259
1	231
2	5
6	1

Length

Max length	4
Median length	4
Mean length	2.5979381
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1705	53.3%
0	1259	39.3%
1	231	7.2%
2	5	0.2%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1705	53.3%
0	1259	39.3%
1	231	7.2%
2	5	0.2%
6	1	< 0.1%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.6%
Missing	349
Missing (%)	10.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.4929874

Minimum	0
Maximum	18
Zeros	164
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	9
Maximum	18
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.5084116
Coefficient of variation (CV)	0.71812789
Kurtosis	1.9468508
Mean	3.4929874
Median Absolute Deviation (MAD)	1
Skewness	1.3644249
Sum	9962
Variance	6.292129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	744	23.2%
2	683	21.3%
4	370	11.6%
1	275	8.6%
0	164	5.1%
5	129	4.0%
6	106	3.3%
8	99	3.1%
7	96	3.0%
9	92	2.9%
Other values (6)	94	2.9%
(Missing)	349	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	164	5.1%
1	275	8.6%
2	683	21.3%
3	744	23.2%
4	370	11.6%
5	129	4.0%
6	106	3.3%
7	96	3.0%
8	99	3.1%
9	92	2.9%

Value	Count	Frequency (%)
18	1	< 0.1%
15	2	0.1%
13	4	0.1%
12	22	0.7%
11	22	0.7%
10	43	1.3%
9	92	2.9%
8	99	3.1%
7	96	3.0%
6	106	3.3%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3201
Missing (%)	100.0%
Memory size	28.3 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

<NA>	1637
임대	1423
자가	141

Length

Max length	4
Median length	4
Mean length	3.0228054
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1637	51.1%
임대	1423	44.5%
자가	141	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1637	51.1%
임대	1423	44.5%
자가	141	4.4%

여성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

<NA>	2714
0	370
1	112
2	4
3	1

Length

Max length	4
Median length	4
Mean length	3.5435801
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2714	84.8%
0	370	11.6%
1	112	3.5%
2	4	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2714	84.8%
0	370	11.6%
1	112	3.5%
2	4	0.1%
3	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.1 KiB

<NA>	2610
0	317
1	269
2	5

Length

Max length	4
Median length	4
Mean length	3.4461106
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2610	81.5%
0	317	9.9%
1	269	8.4%
2	5	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2610	81.5%
0	317	9.9%
1	269	8.4%
2	5	0.2%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.6%
Missing	1782
Missing (%)	55.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.055673009

Minimum	0
Maximum	8
Zeros	1403
Zeros (%)	43.8%
Negative	0
Negative (%)	0.0%
Memory size	28.3 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.5870018
Coefficient of variation (CV)	10.543741
Kurtosis	133.04322
Mean	0.055673009
Median Absolute Deviation (MAD)	0
Skewness	11.407409
Sum	79
Variance	0.34457111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1403	43.8%
7	5	0.2%
2	3	0.1%
8	2	0.1%
1	2	0.1%
6	2	0.1%
3	1	< 0.1%
5	1	< 0.1%
(Missing)	1782	55.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1403	43.8%
1	2	0.1%
2	3	0.1%
3	1	< 0.1%
5	1	< 0.1%
6	2	0.1%
7	5	0.2%
8	2	0.1%

Value	Count	Frequency (%)
8	2	0.1%
7	5	0.2%
6	2	0.1%
5	1	< 0.1%
3	1	< 0.1%
2	3	0.1%
1	2	0.1%
0	1403	43.8%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

False	3200
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3200	> 99.9%
True	1	< 0.1%

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	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	침대수	다중이용업소여부
0	1	이용업	05_19_01_P	3410000	3410000-203-2008-00003	20080604	<NA>	3	폐업	2	폐업	20100809	<NA>	<NA>	<NA>	<NA>	9.36	700261	대구광역시 중구 서성로1가 0109-0001번지 (2층)	<NA>	<NA>	삼정이용소	20100614144140	I	2018-08-31 23:59:59.0	일반이용업	343315.940921	264622.218272	일반이용업	5	1	2	2	0	0	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	2	이용업	05_19_01_P	3410000	3410000-203-2010-00003	20101020	<NA>	3	폐업	2	폐업	20130122	<NA>	<NA>	<NA>	<NA>	12.60	700848	대구광역시 중구 동인동4가 0347-0001번지	대구광역시 중구 국채보상로 723 (동인동4가)	41907	육교이용소	20120208113538	I	2018-08-31 23:59:59.0	일반이용업	345308.284791	264380.077089	일반이용업	0	0	1	1	0	0	1	<NA>	<NA>	<NA>	임대	<NA>	<NA>	0	N
2	3	이용업	05_19_01_P	3410000	3410000-203-2010-00004	20101025	<NA>	3	폐업	2	폐업	20101215	<NA>	<NA>	<NA>	<NA>	6.20	700802	대구광역시 중구 남산동 0693-0008번지 지상2층	<NA>	<NA>	아미가	20101028091811	I	2018-08-31 23:59:59.0	일반이용업	343879.713037	263432.678243	일반이용업	0	0	2	2	0	0	2	<NA>	<NA>	<NA>	임대	<NA>	<NA>	0	N
3	4	이용업	05_19_01_P	3410000	3410000-203-2001-00001	20010326	<NA>	3	폐업	2	폐업	20110120	<NA>	<NA>	<NA>	053 2572955	39.60	700850	대구광역시 중구 수창동 0099-0002번지	<NA>	<NA>	월드	20101026121254	I	2018-08-31 23:59:59.0	일반이용업	343287.506361	264938.059384	일반이용업	3	1	<NA>	<NA>	1	1	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	5	이용업	05_19_01_P	3410000	3410000-203-2010-00005	20101124	<NA>	3	폐업	2	폐업	20120726	<NA>	<NA>	<NA>	<NA>	56.10	700320	대구광역시 중구 대신동 0115-0005번지 지상2층	대구광역시 중구 국채보상로 458, 2층 (대신동)	41926	서남이용소	20120208113611	I	2018-08-31 23:59:59.0	일반이용업	342714.834681	264487.841783	일반이용업	9	0	2	2	0	0	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N
5	6	이용업	05_19_01_P	3410000	3410000-203-1982-00004	19820818	<NA>	3	폐업	2	폐업	20090817	<NA>	<NA>	<NA>	053 2536037	31.32	700832	대구광역시 중구 남산동 698-22번지	<NA>	<NA>	정	20081021113237	I	2018-08-31 23:59:59.0	일반이용업	343722.34105	263487.941195	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	7	이용업	05_19_01_P	3410000	3410000-203-2008-00005	20080918	<NA>	3	폐업	2	폐업	20101015	<NA>	<NA>	<NA>	<NA>	4.32	700821	대구광역시 중구 동산동 0360번지 지하1층	<NA>	<NA>	엘디스리젠트	20090310140131	I	2018-08-31 23:59:59.0	일반이용업	343184.151781	264080.683793	일반이용업	8	1	0	0	1	1	1	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	N
7	8	이용업	05_19_01_P	3410000	3410000-203-2004-00004	20040630	<NA>	3	폐업	2	폐업	20140410	<NA>	<NA>	<NA>	053 4233939	102.00	700030	대구광역시 중구 전동 0035번지	대구광역시 중구 국채보상로 570-8 (전동)	41935	새중앙	20120208112755	I	2018-08-31 23:59:59.0	일반이용업	343774.488375	264525.318535	일반이용업	0	0	0	0	1	1	5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N
8	9	이용업	05_19_01_P	3410000	3410000-203-2009-00003	20090811	<NA>	3	폐업	2	폐업	20090928	<NA>	<NA>	<NA>	<NA>	6.00	700810	대구광역시 중구 대봉동 0044-0010번지 청운상가 305호	<NA>	<NA>	코스팜코리아	20090812171018	I	2018-08-31 23:59:59.0	일반이용업	344728.621174	263286.553667	일반이용업	3	1	3	3	0	0	1	<NA>	<NA>	<NA>	<NA>	<NA>	1	0	N
9	10	이용업	05_19_01_P	3410000	3410000-203-1972-00006	19720915	<NA>	3	폐업	2	폐업	20170721	<NA>	<NA>	<NA>	053 4236188	19.50	700413	대구광역시 중구 삼덕동3가 0176-0005번지	대구광역시 중구 달구벌대로447길 72-1 (삼덕동3가)	41946	동덕이용소	20170721102403	I	2018-08-31 23:59:59.0	일반이용업	345197.205333	264027.782156	일반이용업	2	0	1	1	0	0	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	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	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	침대수	다중이용업소여부
3191	3192	이용업	05_19_01_P	3480000	3480000-203-2020-00001	20200319	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	10.00	<NA>	대구광역시 달성군 유가읍 용리 887	대구광역시 달성군 유가읍 테크노순환로12길 4, 3층	42994	비슬산게르마늄이용소	20220124132617	U	2022-01-26 02:40:00.0	일반이용업	333000.0	244719.0	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3192	3193	이용업	05_19_01_P	3480000	3480000-203-1986-00002	19860926	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 6118730	16.50	711874	대구광역시 달성군 현풍면 하리 65-2번지	대구광역시 달성군 현풍면 현풍로 56	42996	강변이용소	20160106111902	I	2018-08-31 23:59:59.0	일반이용업	330614.010132	244953.039954	일반이용업	2	0	1	1	0	0	0	<NA>	<NA>	<NA>	임대	<NA>	<NA>	0	N
3193	3194	이용업	05_19_01_P	3480000	3480000-203-2020-00002	20200721	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	35.00	711839	대구광역시 달성군 화원읍 성산리 507-5	대구광역시 달성군 화원읍 성화로6길 8-2, 1층	42946	신의한수	20200814110928	U	2020-08-16 02:40:00.0	일반이용업	334620.103503	256724.010617	일반이용업	0	0	0	0	0	0	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N
3194	3195	이용업	05_19_01_P	3480000	3480000-203-2022-00004	20220926	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	15.00	711892	대구광역시 달성군 구지면 내리 840-5	대구광역시 달성군 구지면 달성2차동1로 99, 5층	43013	온천이용소	20221018093158	U	2022-10-20 02:40:00.0	일반이용업	328293.62359	238769.812522	일반이용업	6	1	5	5	0	0	2	<NA>	<NA>	<NA>	임대	0	1	0	N
3195	3196	이용업	05_19_01_P	3480000	3480000-203-2022-00002	20220520	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	13.03	711814	대구광역시 달성군 다사읍 세천리 1689-3 405호	대구광역시 달성군 다사읍 세천로 108, 405호	42930	이용소	20220614155108	U	2022-06-16 02:40:00.0	일반이용업	333005.246399	264684.966794	일반이용업	6	1	5	5	0	0	2	<NA>	<NA>	<NA>	임대	0	1	0	N
3196	3197	이용업	05_19_01_P	3480000	3480000-203-2022-00003	20220527	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.20	711852	대구광역시 달성군 논공읍 남리 1106 1층	대구광역시 달성군 논공읍 논공로9길 26, 1층	42978	현대이용소	20220614155946	U	2022-06-16 02:40:00.0	일반이용업	330068.124861	248717.254902	일반이용업	2	0	1	1	0	0	2	<NA>	<NA>	<NA>	임대	1	0	0	N
3197	3198	이용업	05_19_01_P	3480000	3480000-203-2006-00003	20060615	<NA>	3	폐업	2	폐업	20080325	<NA>	<NA>	<NA>	<NA>	10.56	711831	대구광역시 달성군 화원읍 구라리 1734-17번지	<NA>	<NA>	도화이용소	20060704000000	I	2018-08-31 23:59:59.0	일반이용업	336425.150882	257568.819678	일반이용업	5	1	3	3	<NA>	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3198	3199	이용업	05_19_01_P	3480000	3480000-203-1995-00002	19950217	<NA>	3	폐업	2	폐업	20170905	<NA>	<NA>	<NA>	053 6424597	16.50	711834	대구광역시 달성군 화원읍 천내리 109-10번지	대구광역시 달성군 화원읍 성천로26길 27	42948	성남이용소	20170905115940	I	2018-08-31 23:59:59.0	일반이용업	335151.2482	257223.057449	일반이용업	2	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	N
3199	3200	이용업	05_19_01_P	3480000	3480000-203-1995-00001	19950529	<NA>	3	폐업	2	폐업	20060407	<NA>	<NA>	<NA>	053 6379066	60.00	711835	대구광역시 달성군 화원읍 천내리 418-1번지	<NA>	<NA>	물망초이용소	20060118000000	I	2018-08-31 23:59:59.0	일반이용업	335380.519698	256943.379038	일반이용업	5	1	<NA>	<NA>	1	1	7	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	N
3200	3201	이용업	05_19_01_P	3480000	3480000-203-1996-00003	19961105	<NA>	3	폐업	2	폐업	20170725	<NA>	<NA>	<NA>	053 6351207	80.40	711872	대구광역시 달성군 현풍면 부리 449-5번지 3층	대구광역시 달성군 현풍면 현풍중앙로 88 (3층)	42999	만성이용소	20170726111312	I	2018-08-31 23:59:59.0	일반이용업	330501.349576	245087.038411	일반이용업	6	0	3	3	0	0	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	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

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter