gimi9 Pandas Profiling

Dataset statistics

Number of variables	50
Number of observations	3185
Missing cells	32964
Missing cells (%)	20.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	433.0 B

Variable types

Numeric	15
Categorical	19
Text	6
Unsupported	7
DateTime	1
Boolean	2

Dataset

Description	22년05월_6270000_대구광역시_05_19_01_P_이용업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000093413&dataSetDetailId=DDI_0000093440&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (90.9%)	Imbalance
`위생업태명` is highly imbalanced (90.9%)	Imbalance
`여성종사자수` is highly imbalanced (69.4%)	Imbalance
`남성종사자수` is highly imbalanced (57.4%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3185 (100.0%) missing values	Missing
`폐업일자` has 929 (29.2%) missing values	Missing
`휴업시작일자` has 3185 (100.0%) missing values	Missing
`휴업종료일자` has 3185 (100.0%) missing values	Missing
`재개업일자` has 3185 (100.0%) missing values	Missing
`소재지전화` has 979 (30.7%) missing values	Missing
`도로명전체주소` has 1411 (44.3%) missing values	Missing
`도로명우편번호` has 1436 (45.1%) missing values	Missing
`좌표정보(X)` has 147 (4.6%) missing values	Missing
`좌표정보(Y)` has 147 (4.6%) missing values	Missing
`건물지상층수` has 586 (18.4%) missing values	Missing
`건물지하층수` has 949 (29.8%) missing values	Missing
`사용시작지상층` has 818 (25.7%) missing values	Missing
`사용끝지상층` has 1052 (33.0%) missing values	Missing
`발한실여부` has 43 (1.4%) missing values	Missing
`의자수` has 349 (11.0%) missing values	Missing
`조건부허가신고사유` has 3185 (100.0%) missing values	Missing
`조건부허가시작일자` has 3185 (100.0%) missing values	Missing
`조건부허가종료일자` has 3185 (100.0%) missing values	Missing
`침대수` has 1790 (56.2%) 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 643 (20.2%) zeros	Zeros
`건물지하층수` has 1208 (37.9%) zeros	Zeros
`사용시작지상층` has 529 (16.6%) zeros	Zeros
`사용끝지상층` has 306 (9.6%) zeros	Zeros
`의자수` has 165 (5.2%) zeros	Zeros
`침대수` has 1379 (43.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 22:27:42.718284
Analysis finished	2024-04-21 22:27:45.039635
Duration	2.32 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3185
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1593

Minimum	1
Maximum	3185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	1
5-th percentile	160.2
Q1	797
median	1593
Q3	2389
95-th percentile	3025.8
Maximum	3185
Range	3184
Interquartile range (IQR)	1592

Descriptive statistics

Standard deviation	919.57463
Coefficient of variation (CV)	0.57725965
Kurtosis	-1.2
Mean	1593
Median Absolute Deviation (MAD)	796
Skewness	0
Sum	5073705
Variance	845617.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2117	1	< 0.1%
2119	1	< 0.1%
2120	1	< 0.1%
2121	1	< 0.1%
2122	1	< 0.1%
2123	1	< 0.1%
2124	1	< 0.1%
2125	1	< 0.1%
2126	1	< 0.1%
Other values (3175)	3175	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 (%)
3185	1	< 0.1%
3184	1	< 0.1%
3183	1	< 0.1%
3182	1	< 0.1%
3181	1	< 0.1%
3180	1	< 0.1%
3179	1	< 0.1%
3178	1	< 0.1%
3177	1	< 0.1%
3176	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

이용업	3185

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	3185	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
이용업	3185	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

05_19_01_P	3185

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	3185	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
05_19_01_p	3185	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3445372.1

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	21018.239
Coefficient of variation (CV)	0.0061004265
Kurtosis	-1.2543254
Mean	3445372.1
Median Absolute Deviation (MAD)	20000
Skewness	-0.12758436
Sum	1.097351 × 10¹⁰
Variance	4.4176637 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	622	19.5%
3450000	516	16.2%
3420000	512	16.1%
3460000	451	14.2%
3430000	414	13.0%
3440000	275	8.6%
3410000	245	7.7%
3480000	150	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	245	7.7%
3420000	512	16.1%
3430000	414	13.0%
3440000	275	8.6%
3450000	516	16.2%
3460000	451	14.2%
3470000	622	19.5%
3480000	150	4.7%

Value	Count	Frequency (%)
3480000	150	4.7%
3470000	622	19.5%
3460000	451	14.2%
3450000	516	16.2%
3440000	275	8.6%
3430000	414	13.0%
3420000	512	16.1%
3410000	245	7.7%

관리번호
Text

UNIQUE

Distinct	3185
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

Length

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

Characters and Unicode

Total characters	70070
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	3185 ?
Unique (%)	100.0%

Sample

1st row	3410000-203-2010-00004
2nd row	3410000-203-2001-00001
3rd row	3410000-203-2010-00005
4th row	3410000-203-1982-00004
5th row	3410000-203-2008-00005

Value	Count	Frequency (%)
3410000-203-2010-00004	1	< 0.1%
3460000-203-1998-00016	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%
3460000-203-1999-00008	1	< 0.1%
3460000-203-1999-00009	1	< 0.1%
3460000-203-1999-00010	1	< 0.1%
Other values (3175)	3175	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	30944	44.2%
-	9555	13.6%
3	7833	11.2%
2	6728	9.6%
4	4172	6.0%
1	3557	5.1%
9	2616	3.7%
7	1388	2.0%
6	1271	1.8%
5	1092	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	60515	86.4%
Dash Punctuation	9555	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	30944	51.1%
3	7833	12.9%
2	6728	11.1%
4	4172	6.9%
1	3557	5.9%
9	2616	4.3%
7	1388	2.3%
6	1271	2.1%
5	1092	1.8%
8	914	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	9555	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70070	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	30944	44.2%
-	9555	13.6%
3	7833	11.2%
2	6728	9.6%
4	4172	6.0%
1	3557	5.1%
9	2616	3.7%
7	1388	2.0%
6	1271	1.8%
5	1092	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70070	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	30944	44.2%
-	9555	13.6%
3	7833	11.2%
2	6728	9.6%
4	4172	6.0%
1	3557	5.1%
9	2616	3.7%
7	1388	2.0%
6	1271	1.8%
5	1092	1.6%

인허가일자
Real number (ℝ)

Distinct	2109
Distinct (%)	66.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20018545

Minimum	19601125
Maximum	20220527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	19601125
5-th percentile	19810720
Q1	19970120
median	20020829
Q3	20080118
95-th percentile	20190110
Maximum	20220527
Range	619402
Interquartile range (IQR)	109998

Descriptive statistics

Standard deviation	101680.08
Coefficient of variation (CV)	0.0050792941
Kurtosis	1.3124782
Mean	20018545
Median Absolute Deviation (MAD)	50709
Skewness	-0.66081917
Sum	6.3759065 × 10¹⁰
Variance	1.0338838 × 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%
19970120	22	0.7%
20030120	22	0.7%
19961213	19	0.6%
19771112	16	0.5%
Other values (2099)	2683	84.2%

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 (%)
20220527	1	< 0.1%
20220520	1	< 0.1%
20220506	1	< 0.1%
20220406	1	< 0.1%
20220405	1	< 0.1%
20220322	1	< 0.1%
20220315	1	< 0.1%
20220314	1	< 0.1%
20220304	1	< 0.1%
20220224	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

3	2256
1	929

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	2256	70.8%
1	929	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2256	70.8%
1	929	29.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

폐업	2256
영업/정상	929

Length

Max length	5
Median length	2
Mean length	2.8750392
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	2256	70.8%
영업/정상	929	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2256	70.8%
영업/정상	929	29.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

2	2256
1	929

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	2256	70.8%
1	929	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2256	70.8%
1	929	29.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

폐업	2256
영업	929

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	2256	70.8%
영업	929	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2256	70.8%
영업	929	29.2%

폐업일자
Real number (ℝ)

MISSING

Distinct	1618
Distinct (%)	71.7%
Missing	929
Missing (%)	29.2%
Infinite	0
Infinite (%)	0.0%
Mean	20099779

Minimum	19980506
Maximum	20220518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	19980506
5-th percentile	20030305
Q1	20041011
median	20081208
Q3	20151117
95-th percentile	20201214
Maximum	20220518
Range	240012
Interquartile range (IQR)	110106.25

Descriptive statistics

Standard deviation	61409.207
Coefficient of variation (CV)	0.003055218
Kurtosis	-1.1915474
Mean	20099779
Median Absolute Deviation (MAD)	49813.5
Skewness	0.41197898
Sum	4.5345101 × 10¹⁰
Variance	3.7710906 × 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 (1608)	2071	65.0%
(Missing)	929	29.2%

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 (%)
20220518	1	< 0.1%
20220503	2	0.1%
20220419	2	0.1%
20220418	1	< 0.1%
20220411	1	< 0.1%
20220406	1	< 0.1%
20220330	1	< 0.1%
20220317	1	< 0.1%
20220228	1	< 0.1%
20220222	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

소재지전화
Text

MISSING

Distinct	2082
Distinct (%)	94.4%
Missing	979
Missing (%)	30.7%
Memory size	25.0 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%
763	11	0.2%
352	11	0.2%
791	10	0.2%
762	9	0.2%
956	9	0.2%
755	8	0.2%
754	8	0.2%
756	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	1398
Distinct (%)	44.2%
Missing	24
Missing (%)	0.8%
Memory size	25.0 KiB

Length

Max length	10
Median length	5
Mean length	4.7744385
Min length	3

Characters and Unicode

Total characters	15092
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	983 ?
Unique (%)	31.1%

Sample

1st row	6.20
2nd row	39.60
3rd row	56.10
4th row	31.32
5th row	4.32

Value	Count	Frequency (%)
00	240	7.6%
16.50	60	1.9%
33.00	59	1.9%
19.80	49	1.6%
20.00	43	1.4%
23.10	40	1.3%
15.00	36	1.1%
6.60	32	1.0%
26.40	32	1.0%
18.00	30	0.9%
Other values (1388)	2540	80.4%

Most occurring characters

Value	Count	Frequency (%)
0	3347	22.2%
.	3161	20.9%
1	1463	9.7%
2	1444	9.6%
3	996	6.6%
5	953	6.3%
6	887	5.9%
4	813	5.4%
8	755	5.0%
9	684	4.5%
Other values (2)	589	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11927	79.0%
Other Punctuation	3165	21.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3347	28.1%
1	1463	12.3%
2	1444	12.1%
3	996	8.4%
5	953	8.0%
6	887	7.4%
4	813	6.8%
8	755	6.3%
9	684	5.7%
7	585	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	3161	99.9%
,	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15092	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3347	22.2%
.	3161	20.9%
1	1463	9.7%
2	1444	9.6%
3	996	6.6%
5	953	6.3%
6	887	5.9%
4	813	5.4%
8	755	5.0%
9	684	4.5%
Other values (2)	589	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15092	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3347	22.2%
.	3161	20.9%
1	1463	9.7%
2	1444	9.6%
3	996	6.6%
5	953	6.3%
6	887	5.9%
4	813	5.4%
8	755	5.0%
9	684	4.5%
Other values (2)	589	3.9%

소재지우편번호
Real number (ℝ)

Distinct	544
Distinct (%)	17.1%
Missing	9
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	704177.04

Minimum	700010
Maximum	711892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	2486.4989
Coefficient of variation (CV)	0.0035310707
Kurtosis	1.7324169
Mean	704177.04
Median Absolute Deviation (MAD)	1965
Skewness	1.0588712
Sum	2.2364663 × 10⁹
Variance	6182676.7
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%
704904	22	0.7%
705809	22	0.7%
706839	21	0.7%
Other values (534)	2912	91.4%

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	3	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	2813
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

Length

Max length	49
Median length	46
Mean length	23.73281
Min length	17

Characters and Unicode

Total characters	75589
Distinct characters	289
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	2526 ?
Unique (%)	79.3%

Sample

1st row	대구광역시 중구 남산동 0693-0008번지 지상2층
2nd row	대구광역시 중구 수창동 0099-0002번지
3rd row	대구광역시 중구 대신동 0115-0005번지 지상2층
4th row	대구광역시 중구 남산동 698-22번지
5th row	대구광역시 중구 동산동 0360번지 지하1층

Value	Count	Frequency (%)
대구광역시	3185	22.8%
달서구	622	4.5%
북구	516	3.7%
동구	513	3.7%
수성구	450	3.2%
서구	414	3.0%
남구	275	2.0%
중구	245	1.8%
대명동	202	1.4%
달성군	150	1.1%
Other values (3189)	7405	53.0%

Most occurring characters

Value	Count	Frequency (%)
	13856	18.3%
구	6268	8.3%
동	3759	5.0%
1	3622	4.8%
대	3521	4.7%
시	3217	4.3%
광	3193	4.2%
지	3192	4.2%
역	3189	4.2%
-	2762	3.7%
Other values (279)	29010	38.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42038	55.6%
Decimal Number	16205	21.4%
Space Separator	13856	18.3%
Dash Punctuation	2762	3.7%
Open Punctuation	312	0.4%
Close Punctuation	312	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	6268	14.9%
동	3759	8.9%
대	3521	8.4%
시	3217	7.7%
광	3193	7.6%
지	3192	7.6%
역	3189	7.6%
번	2753	6.5%
서	1105	2.6%
성	888	2.1%
Other values (252)	10953	26.1%

Decimal Number

Value	Count	Frequency (%)
1	3622	22.4%
2	2195	13.5%
0	1954	12.1%
3	1574	9.7%
4	1413	8.7%
5	1264	7.8%
6	1095	6.8%
7	1069	6.6%
9	1028	6.3%
8	991	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%
L	1	2.4%
C	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 (%)
	13856	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2762	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	312	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	312	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	42037	55.6%
Common	33509	44.3%
Latin	42	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	6268	14.9%
동	3759	8.9%
대	3521	8.4%
시	3217	7.7%
광	3193	7.6%
지	3192	7.6%
역	3189	7.6%
번	2753	6.5%
서	1105	2.6%
성	888	2.1%
Other values (251)	10952	26.1%

Common

Value	Count	Frequency (%)
	13856	41.4%
1	3622	10.8%
-	2762	8.2%
2	2195	6.6%
0	1954	5.8%
3	1574	4.7%
4	1413	4.2%
5	1264	3.8%
6	1095	3.3%
7	1069	3.2%
Other values (9)	2705	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%
L	1	2.4%
C	1	2.4%
H	1	2.4%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42037	55.6%
ASCII	33551	44.4%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13856	41.3%
1	3622	10.8%
-	2762	8.2%
2	2195	6.5%
0	1954	5.8%
3	1574	4.7%
4	1413	4.2%
5	1264	3.8%
6	1095	3.3%
7	1069	3.2%
Other values (17)	2747	8.2%

Hangul

Value	Count	Frequency (%)
구	6268	14.9%
동	3759	8.9%
대	3521	8.4%
시	3217	7.7%
광	3193	7.6%
지	3192	7.6%
역	3189	7.6%
번	2753	6.5%
서	1105	2.6%
성	888	2.1%
Other values (251)	10952	26.1%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1693
Distinct (%)	95.4%
Missing	1411
Missing (%)	44.3%
Memory size	25.0 KiB

Length

Max length	58
Median length	48
Mean length	27.710823
Min length	18

Characters and Unicode

Total characters	49159
Distinct characters	308
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	1627 ?
Unique (%)	91.7%

Sample

1st row	대구광역시 중구 국채보상로 458, 2층 (대신동)
2nd row	대구광역시 중구 국채보상로 570-8 (전동)
3rd row	대구광역시 중구 달구벌대로447길 72-1 (삼덕동3가)
4th row	대구광역시 중구 중앙대로77길 36 (종로2가)
5th row	대구광역시 중구 국채보상로 537 (수동, 상서동22-2)

Value	Count	Frequency (%)
대구광역시	1774	17.8%
달서구	336	3.4%
1층	296	3.0%
동구	291	2.9%
북구	287	2.9%
수성구	252	2.5%
서구	206	2.1%
남구	169	1.7%
중구	135	1.4%
대명동	120	1.2%
Other values (2044)	6124	61.3%

Most occurring characters

Value	Count	Frequency (%)
	8216	16.7%
구	3649	7.4%
동	2368	4.8%
대	2261	4.6%
1	2006	4.1%
시	1809	3.7%
)	1795	3.7%
(	1795	3.7%
역	1781	3.6%
광	1777	3.6%
Other values (298)	21702	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28444	57.9%
Space Separator	8216	16.7%
Decimal Number	7597	15.5%
Close Punctuation	1795	3.7%
Open Punctuation	1795	3.7%
Other Punctuation	960	2.0%
Dash Punctuation	317	0.6%
Uppercase Letter	34	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	3649	12.8%
동	2368	8.3%
대	2261	7.9%
시	1809	6.4%
역	1781	6.3%
광	1777	6.2%
로	1692	5.9%
길	979	3.4%
층	731	2.6%
서	703	2.5%
Other values (272)	10694	37.6%

Decimal Number

Value	Count	Frequency (%)
1	2006	26.4%
2	1127	14.8%
3	885	11.6%
0	627	8.3%
4	624	8.2%
5	543	7.1%
6	522	6.9%
7	474	6.2%
8	414	5.4%
9	375	4.9%

Uppercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	957	99.7%
.	1	0.1%
/	1	0.1%
@	1	0.1%

Space Separator

Value	Count	Frequency (%)
	8216	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1795	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1795	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	317	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28444	57.9%
Common	20681	42.1%
Latin	34	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	3649	12.8%
동	2368	8.3%
대	2261	7.9%
시	1809	6.4%
역	1781	6.3%
광	1777	6.2%
로	1692	5.9%
길	979	3.4%
층	731	2.6%
서	703	2.5%
Other values (272)	10694	37.6%

Common

Value	Count	Frequency (%)
	8216	39.7%
1	2006	9.7%
)	1795	8.7%
(	1795	8.7%
2	1127	5.4%
,	957	4.6%
3	885	4.3%
0	627	3.0%
4	624	3.0%
5	543	2.6%
Other values (9)	2106	10.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28444	57.9%
ASCII	20715	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8216	39.7%
1	2006	9.7%
)	1795	8.7%
(	1795	8.7%
2	1127	5.4%
,	957	4.6%
3	885	4.3%
0	627	3.0%
4	624	3.0%
5	543	2.6%
Other values (16)	2140	10.3%

Hangul

Value	Count	Frequency (%)
구	3649	12.8%
동	2368	8.3%
대	2261	7.9%
시	1809	6.4%
역	1781	6.3%
광	1777	6.2%
로	1692	5.9%
길	979	3.4%
층	731	2.6%
서	703	2.5%
Other values (272)	10694	37.6%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	849
Distinct (%)	48.5%
Missing	1436
Missing (%)	45.1%
Infinite	0
Infinite (%)	0.0%
Mean	42009.458

Minimum	41000
Maximum	43024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	41000
5-th percentile	41121
Q1	41535
median	41963
Q3	42510
95-th percentile	42918
Maximum	43024
Range	2024
Interquartile range (IQR)	975

Descriptive statistics

Standard deviation	577.49612
Coefficient of variation (CV)	0.013746812
Kurtosis	-1.1927893
Mean	42009.458
Median Absolute Deviation (MAD)	498
Skewness	0.0021301341
Sum	73474542
Variance	333501.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42612	9	0.3%
41558	9	0.3%
41465	8	0.3%
42632	8	0.3%
41913	8	0.3%
41947	7	0.2%
41122	7	0.2%
42946	7	0.2%
42653	7	0.2%
42400	7	0.2%
Other values (839)	1672	52.5%
(Missing)	1436	45.1%

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	3	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	2024
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

Length

Max length	28
Median length	5
Mean length	5.0854003
Min length	1

Characters and Unicode

Total characters	16197
Distinct characters	513
Distinct categories	9 ?
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	1537 ?
Unique (%)	48.3%

Sample

1st row	아미가
2nd row	월드
3rd row	서남이용소
4th row	정
5th row	엘디스리젠트

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%
대동이용소	12	0.4%
Other values (1985)	3082	94.0%

Most occurring characters

Value	Count	Frequency (%)
이	2279	14.1%
용	2209	13.6%
소	2118	13.1%
성	343	2.1%
대	293	1.8%
동	203	1.3%
신	184	1.1%
	175	1.1%
원	175	1.1%
천	158	1.0%
Other values (503)	8060	49.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15716	97.0%
Space Separator	175	1.1%
Uppercase Letter	113	0.7%
Lowercase Letter	66	0.4%
Close Punctuation	38	0.2%
Open Punctuation	38	0.2%
Decimal Number	35	0.2%
Other Punctuation	14	0.1%
Letter Number	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	2279	14.5%
용	2209	14.1%
소	2118	13.5%
성	343	2.2%
대	293	1.9%
동	203	1.3%
신	184	1.2%
원	175	1.1%
천	158	1.0%
우	150	1.0%
Other values (445)	7604	48.4%

Uppercase Letter

Value	Count	Frequency (%)
B	11	9.7%
S	10	8.8%
A	10	8.8%
E	9	8.0%
T	8	7.1%
M	7	6.2%
R	7	6.2%
O	7	6.2%
I	5	4.4%
L	5	4.4%
Other values (13)	34	30.1%

Lowercase Letter

Value	Count	Frequency (%)
a	8	12.1%
r	8	12.1%
o	8	12.1%
s	6	9.1%
n	6	9.1%
b	5	7.6%
e	5	7.6%
h	5	7.6%
l	3	4.5%
p	3	4.5%
Other values (7)	9	13.6%

Decimal Number

Value	Count	Frequency (%)
8	8	22.9%
1	8	22.9%
3	6	17.1%
2	5	14.3%
0	4	11.4%
4	2	5.7%
9	1	2.9%
5	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	7	50.0%
'	4	28.6%
,	1	7.1%
·	1	7.1%
&	1	7.1%

Letter Number

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

Space Separator

Value	Count	Frequency (%)
	175	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15716	97.0%
Common	300	1.9%
Latin	181	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	2279	14.5%
용	2209	14.1%
소	2118	13.5%
성	343	2.2%
대	293	1.9%
동	203	1.3%
신	184	1.2%
원	175	1.1%
천	158	1.0%
우	150	1.0%
Other values (445)	7604	48.4%

Latin

Value	Count	Frequency (%)
B	11	6.1%
S	10	5.5%
A	10	5.5%
E	9	5.0%
a	8	4.4%
r	8	4.4%
o	8	4.4%
T	8	4.4%
M	7	3.9%
R	7	3.9%
Other values (32)	95	52.5%

Common

Value	Count	Frequency (%)
	175	58.3%
)	38	12.7%
(	38	12.7%
8	8	2.7%
1	8	2.7%
.	7	2.3%
3	6	2.0%
2	5	1.7%
'	4	1.3%
0	4	1.3%
Other values (6)	7	2.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15716	97.0%
ASCII	478	3.0%
Number Forms	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	2279	14.5%
용	2209	14.1%
소	2118	13.5%
성	343	2.2%
대	293	1.9%
동	203	1.3%
신	184	1.2%
원	175	1.1%
천	158	1.0%
우	150	1.0%
Other values (445)	7604	48.4%

ASCII

Value	Count	Frequency (%)
	175	36.6%
)	38	7.9%
(	38	7.9%
B	11	2.3%
S	10	2.1%
A	10	2.1%
E	9	1.9%
a	8	1.7%
r	8	1.7%
8	8	1.7%
Other values (45)	163	34.1%

None

Value	Count	Frequency (%)
·	1	100.0%

Number Forms

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

최종수정시점
Real number (ℝ)

Distinct	2471
Distinct (%)	77.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0110531 × 10¹³

Minimum	2.0011006 × 10¹³
Maximum	2.0220527 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	2.0011006 × 10¹³
5-th percentile	2.0021011 × 10¹³
Q1	2.0040325 × 10¹³
median	2.010121 × 10¹³
Q3	2.0180601 × 10¹³
95-th percentile	2.0211007 × 10¹³
Maximum	2.0220527 × 10¹³
Range	2.0952115 × 10¹¹
Interquartile range (IQR)	1.4027614 × 10¹¹

Descriptive statistics

Standard deviation	6.8114022 × 10¹⁰
Coefficient of variation (CV)	0.0033869828
Kurtosis	-1.477131
Mean	2.0110531 × 10¹³
Median Absolute Deviation (MAD)	6.9597023 × 10¹⁰
Skewness	0.16658216
Sum	6.4052041 × 10¹⁶
Variance	4.63952 × 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	0.8%
20040213000000	23	0.7%
20021011000000	21	0.7%
20030731000000	17	0.5%
20020729000000	16	0.5%
Other values (2461)	2922	91.7%

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	0.3%
20020418000000	3	0.1%
20020508000000	1	< 0.1%
20020510000000	1	< 0.1%

Value	Count	Frequency (%)
20220527151137	1	< 0.1%
20220520104106	1	< 0.1%
20220519183339	1	< 0.1%
20220519153117	1	< 0.1%
20220518100735	1	< 0.1%
20220516110216	1	< 0.1%
20220512132347	1	< 0.1%
20220503134946	1	< 0.1%
20220502182100	1	< 0.1%
20220428164238	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

I	2467
U	718

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	2467	77.5%
U	718	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2467	77.5%
u	718	22.5%

데이터갱신일자
Date

Distinct	473
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-05-29 00:22:32

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

일반이용업	3148
이용업 기타	37

Length

Max length	6
Median length	5
Mean length	5.011617
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	3148	98.8%
이용업 기타	37	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	3148	97.7%
이용업	37	1.1%
기타	37	1.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2351
Distinct (%)	77.4%
Missing	147
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	343048.71

Minimum	327551.87
Maximum	356728.78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	327551.87
5-th percentile	335204.88
Q1	339876.01
median	342647.21
Q3	346246.03
95-th percentile	352614.95
Maximum	356728.78
Range	29176.904
Interquartile range (IQR)	6370.0273

Descriptive statistics

Standard deviation	4892.2116
Coefficient of variation (CV)	0.014260982
Kurtosis	0.46273713
Mean	343048.71
Median Absolute Deviation (MAD)	3105.6055
Skewness	0.061769648
Sum	1.042182 × 10⁹
Variance	23933734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
342056.356661	10	0.3%
342355.950931	8	0.3%
338881.747008	8	0.3%
342647.200755	7	0.2%
344046.261885	7	0.2%
335728.273517	7	0.2%
339440.669923	6	0.2%
354615.507123	6	0.2%
346440.105797	6	0.2%
341168.269806	6	0.2%
Other values (2341)	2967	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	2	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	2351
Distinct (%)	77.4%
Missing	147
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	263529.64

Minimum	238769.81
Maximum	278091.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.1 KiB

Quantile statistics

Minimum	238769.81
5-th percentile	257673.88
Q1	261590.45
median	263734.73
Q3	265719.39
95-th percentile	270315.12
Maximum	278091.65
Range	39321.841
Interquartile range (IQR)	4128.9442

Descriptive statistics

Standard deviation	4161.0747
Coefficient of variation (CV)	0.015789779
Kurtosis	6.0491069
Mean	263529.64
Median Absolute Deviation (MAD)	2065.4207
Skewness	-1.2086263
Sum	8.0060304 × 10⁸
Variance	17314543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
261454.668093	10	0.3%
261485.129229	8	0.3%
261852.136016	8	0.3%
261846.398048	7	0.2%
261742.707245	7	0.2%
262684.165543	7	0.2%
261637.957404	6	0.2%
264736.879631	6	0.2%
267083.375924	6	0.2%
260524.377358	6	0.2%
Other values (2341)	2967	93.2%
(Missing)	147	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
238769.812522	2	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%
273237.600006	1	< 0.1%
273183.361741	1	< 0.1%
273092.974881	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

일반이용업	3148
이용업 기타	37

Length

Max length	6
Median length	5
Mean length	5.011617
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	3148	98.8%
이용업 기타	37	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	3148	97.7%
이용업	37	1.1%
기타	37	1.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	0.8%
Missing	586
Missing (%)	18.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.5440554

Minimum	0
Maximum	35
Zeros	643
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	2.4959325
Coefficient of variation (CV)	0.98108416
Kurtosis	37.622372
Mean	2.5440554
Median Absolute Deviation (MAD)	2
Skewness	3.9160642
Sum	6612
Variance	6.2296789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	643	20.2%
3	557	17.5%
2	519	16.3%
4	334	10.5%
5	217	6.8%
1	179	5.6%
6	56	1.8%
7	31	1.0%
9	23	0.7%
10	14	0.4%
Other values (11)	26	0.8%
(Missing)	586	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	643	20.2%
1	179	5.6%
2	519	16.3%
3	557	17.5%
4	334	10.5%
5	217	6.8%
6	56	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	949
Missing (%)	29.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.55232558

Minimum	0
Maximum	9
Zeros	1208
Zeros (%)	37.9%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	0.7658476
Coefficient of variation (CV)	1.3865872
Kurtosis	19.109006
Mean	0.55232558
Median Absolute Deviation (MAD)	0
Skewness	3.0150026
Sum	1235
Variance	0.58652255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1208	37.9%
1	901	28.3%
2	94	3.0%
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)	949	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1208	37.9%
1	901	28.3%
2	94	3.0%
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	3.0%
1	901	28.3%
0	1208	37.9%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	818
Missing (%)	25.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.3084073

Minimum	0
Maximum	9
Zeros	529
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	1.224376
Coefficient of variation (CV)	0.93577593
Kurtosis	5.5368642
Mean	1.3084073
Median Absolute Deviation (MAD)	1
Skewness	1.8476346
Sum	3097
Variance	1.4990967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1138	35.7%
0	529	16.6%
2	372	11.7%
3	205	6.4%
4	70	2.2%
5	25	0.8%
6	12	0.4%
8	9	0.3%
7	6	0.2%
9	1	< 0.1%
(Missing)	818	25.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	529	16.6%
1	1138	35.7%
2	372	11.7%
3	205	6.4%
4	70	2.2%
5	25	0.8%
6	12	0.4%
7	6	0.2%
8	9	0.3%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	9	0.3%
7	6	0.2%
6	12	0.4%
5	25	0.8%
4	70	2.2%
3	205	6.4%
2	372	11.7%
1	1138	35.7%
0	529	16.6%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	1052
Missing (%)	33.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4360056

Minimum	0
Maximum	8
Zeros	306
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	1.1965622
Coefficient of variation (CV)	0.83325733
Kurtosis	5.3222546
Mean	1.4360056
Median Absolute Deviation (MAD)	0
Skewness	1.8564761
Sum	3063
Variance	1.4317611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	1138	35.7%
2	370	11.6%
0	306	9.6%
3	195	6.1%
4	69	2.2%
5	28	0.9%
6	13	0.4%
8	8	0.3%
7	6	0.2%
(Missing)	1052	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	306	9.6%
1	1138	35.7%
2	370	11.6%
3	195	6.1%
4	69	2.2%
5	28	0.9%
6	13	0.4%
7	6	0.2%
8	8	0.3%

Value	Count	Frequency (%)
8	8	0.3%
7	6	0.2%
6	13	0.4%
5	28	0.9%
4	69	2.2%
3	195	6.1%
2	370	11.6%
1	1138	35.7%
0	306	9.6%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

0	1581
<NA>	1407
1	191
2	5
6	1

Length

Max length	4
Median length	1
Mean length	2.3252747
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1581	49.6%
<NA>	1407	44.2%
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	1581	49.6%
na	1407	44.2%
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	25.0 KiB

<NA>	1715
0	1233
1	231
2	5
6	1

Length

Max length	4
Median length	4
Mean length	2.6153846
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1715	53.8%
0	1233	38.7%
1	231	7.3%
2	5	0.2%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1715	53.8%
0	1233	38.7%
1	231	7.3%
2	5	0.2%
6	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

0	1861
<NA>	1324

Length

Max length	4
Median length	1
Mean length	2.2470958
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1861	58.4%
<NA>	1324	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1861	58.4%
na	1324	41.6%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

0	1861
<NA>	1324

Length

Max length	4
Median length	1
Mean length	2.2470958
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1861	58.4%
<NA>	1324	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1861	58.4%
na	1324	41.6%

욕실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

0	1860
<NA>	1324
2	1

Length

Max length	4
Median length	1
Mean length	2.2470958
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1860	58.4%
<NA>	1324	41.6%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1860	58.4%
na	1324	41.6%
2	1	< 0.1%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	43
Missing (%)	1.4%
Memory size	6.3 KiB

False	3142
(Missing)	43

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3142	98.6%
(Missing)	43	1.4%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.6%
Missing	349
Missing (%)	11.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.498237

Minimum	0
Maximum	18
Zeros	165
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	2.5125429
Coefficient of variation (CV)	0.71823118
Kurtosis	1.9273583
Mean	3.498237
Median Absolute Deviation (MAD)	1
Skewness	1.3576294
Sum	9921
Variance	6.3128717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	740	23.2%
2	673	21.1%
4	369	11.6%
1	273	8.6%
0	165	5.2%
5	130	4.1%
6	106	3.3%
8	98	3.1%
7	96	3.0%
9	92	2.9%
Other values (6)	94	3.0%
(Missing)	349	11.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	165	5.2%
1	273	8.6%
2	673	21.1%
3	740	23.2%
4	369	11.6%
5	130	4.1%
6	106	3.3%
7	96	3.0%
8	98	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	1.4%
9	92	2.9%
8	98	3.1%
7	96	3.0%
6	106	3.3%

조건부허가신고사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

조건부허가시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

조건부허가종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3185
Missing (%)	100.0%
Memory size	28.1 KiB

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

<NA>	1630
임대	1414
자가	141

Length

Max length	4
Median length	4
Mean length	3.0235479
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1630	51.2%
임대	1414	44.4%
자가	141	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1630	51.2%
임대	1414	44.4%
자가	141	4.4%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

<NA>	1673
0	1512

Length

Max length	4
Median length	4
Mean length	2.5758242
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1673	52.5%
0	1512	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1673	52.5%
0	1512	47.5%

여성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

<NA>	2735
0	340
1	105
2	4
3	1

Length

Max length	4
Median length	4
Mean length	3.5761381
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>	2735	85.9%
0	340	10.7%
1	105	3.3%
2	4	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2735	85.9%
0	340	10.7%
1	105	3.3%
2	4	0.1%
3	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

<NA>	2631
0	285
1	264
2	5

Length

Max length	4
Median length	4
Mean length	3.478179
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>	2631	82.6%
0	285	8.9%
1	264	8.3%
2	5	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2631	82.6%
0	285	8.9%
1	264	8.3%
2	5	0.2%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.0 KiB

<NA>	1778
0	1407

Length

Max length	4
Median length	4
Mean length	2.6747253
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1778	55.8%
0	1407	44.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1778	55.8%
0	1407	44.2%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.6%
Missing	1790
Missing (%)	56.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.056630824

Minimum	0
Maximum	8
Zeros	1379
Zeros (%)	43.3%
Negative	0
Negative (%)	0.0%
Memory size	28.1 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	0.59198749
Coefficient of variation (CV)	10.45345
Kurtosis	130.71821
Mean	0.056630824
Median Absolute Deviation (MAD)	0
Skewness	11.308516
Sum	79
Variance	0.35044919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1379	43.3%
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)	1790	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1379	43.3%
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	1379	43.3%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 KiB

False	3184
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3184	> 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	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	1	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	0	0	0	N	2	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
1	2	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	<NA>	<NA>	<NA>	N	8	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3	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	0	0	0	N	7	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
3	4	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>	<NA>	<NA>	<NA>	N	7	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	5	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	0	0	0	N	1	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	<NA>	<NA>	N
5	6	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	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
6	7	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	0	0	0	N	1	<NA>	<NA>	<NA>	<NA>	0	<NA>	1	0	0	N
7	8	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	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
8	9	이용업	05_19_01_P	3410000	3410000-203-2009-00005	20091012	<NA>	3	폐업	2	폐업	20100330	<NA>	<NA>	<NA>	<NA>	13.00	700815	대구광역시 중구 대신동 0181-0003번지 지상1층	<NA>	<NA>	대박이용소	20091015174637	I	2018-08-31 23:59:59.0	일반이용업	342698.887243	264554.977648	일반이용업	2	0	1	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	0	1	<NA>	0	0	N
9	10	이용업	05_19_01_P	3410000	3410000-203-1990-00004	19900829	<NA>	3	폐업	2	폐업	20120430	<NA>	<NA>	<NA>	053 2562176	42.98	700192	대구광역시 중구 종로2가 0051-0004번지	대구광역시 중구 중앙대로77길 36 (종로2가)	41934	대홍이용소	20120208103047	I	2018-08-31 23:59:59.0	일반이용업	343673.524488	264310.982577	일반이용업	4	1	0	0	1	1	0	0	0	N	6	<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
3175	3176	이용업	05_19_01_P	3480000	3480000-203-2019-00002	20190124	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	.00	<NA>	대구광역시 달성군 현풍읍 하리 249-4번지 1층	대구광역시 달성군 현풍읍 비슬로120길 19, 1층	43004	퀸즈헤나	20190124154925	I	2019-01-26 02:21:01.0	일반이용업	330760.0	244600.0	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3176	3177	이용업	05_19_01_P	3480000	3480000-203-2003-00004	20030708	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	053 5568142	58.95	711852	대구광역시 달성군 논공읍 남리 571-13번지 2층	대구광역시 달성군 논공읍 남리길 5, 2층	42985	원주이용소	20190813173436	U	2019-08-15 02:40:00.0	일반이용업	330888.831777	248399.432524	일반이용업	2	0	0	1	0	0	0	0	0	N	3	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N
3177	3178	이용업	05_19_01_P	3480000	3480000-203-2022-00001	20220315	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	99.00	711832	대구광역시 달성군 화원읍 명곡리 214-1	대구광역시 달성군 화원읍 비슬로 2483, 2층	42946	버킷리스트(BUCKET LIST)	20220414093108	U	2022-04-16 02:40:00.0	일반이용업	334612.062124	256511.88114	일반이용업	4	0	2	2	0	0	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	1	0	0	N
3178	3179	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>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3179	3180	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	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N
3180	3181	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	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N
3181	3182	이용업	05_19_01_P	3480000	3480000-203-2022-00002	20220520	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	.00	711814	대구광역시 달성군 다사읍 세천리 1689-3 405호	대구광역시 달성군 다사읍 세천로 108, 405호	42930	이용소	20220520104106	I	2022-05-22 00:22:48.0	일반이용업	333005.246399	264684.966794	일반이용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
3182	3183	이용업	05_19_01_P	3480000	3480000-203-2022-00003	20220527	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	.00	711852	대구광역시 달성군 논공읍 남리 1106 1층	대구광역시 달성군 논공읍 논공로9길 26, 1층	42978	현대이용소	20220527151137	I	2022-05-29 00:22:32.0	일반이용업	330068.124861	248717.254902	일반이용업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
3183	3184	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>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3184	3185	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>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	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