gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	3558
Missing cells	35205
Missing cells (%)	22.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	376.0 B

Variable types

Numeric	13
Categorical	15
Text	7
DateTime	4
Unsupported	4
Boolean	1

Dataset

Description	24년03월_6270000_대구광역시_06_20_01_P_세탁업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000106497&dataSetDetailId=DDI_0000106544&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`업태구분명` is highly imbalanced (86.9%)	Imbalance
`위생업태명` is highly imbalanced (86.9%)	Imbalance
`사용시작지하층` is highly imbalanced (58.5%)	Imbalance
`사용끝지하층` is highly imbalanced (58.0%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.6%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3558 (100.0%) missing values	Missing
`폐업일자` has 1062 (29.8%) missing values	Missing
`휴업시작일자` has 3558 (100.0%) missing values	Missing
`휴업종료일자` has 3558 (100.0%) missing values	Missing
`재개업일자` has 3558 (100.0%) missing values	Missing
`소재지전화` has 246 (6.9%) missing values	Missing
`소재지면적` has 88 (2.5%) missing values	Missing
`소재지우편번호` has 40 (1.1%) missing values	Missing
`도로명전체주소` has 1351 (38.0%) missing values	Missing
`도로명우편번호` has 1373 (38.6%) missing values	Missing
`좌표정보(X)` has 202 (5.7%) missing values	Missing
`좌표정보(Y)` has 202 (5.7%) missing values	Missing
`건물지상층수` has 807 (22.7%) missing values	Missing
`건물지하층수` has 1344 (37.8%) missing values	Missing
`사용끝지상층` has 1166 (32.8%) missing values	Missing
`조건부허가신고사유` has 3556 (99.9%) missing values	Missing
`세탁기수` has 1691 (47.5%) missing values	Missing
`여성종사자수` has 3067 (86.2%) missing values	Missing
`남성종사자수` has 2983 (83.8%) missing values	Missing
`회수건조기수` has 1787 (50.2%) missing values	Missing
`소재지면적` is highly skewed (γ1 = 46.09658622)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`소재지면적` has 696 (19.6%) zeros	Zeros
`건물지상층수` has 918 (25.8%) zeros	Zeros
`건물지하층수` has 1746 (49.1%) zeros	Zeros
`사용끝지상층` has 547 (15.4%) zeros	Zeros
`세탁기수` has 624 (17.5%) zeros	Zeros
`여성종사자수` has 350 (9.8%) zeros	Zeros
`남성종사자수` has 329 (9.2%) zeros	Zeros
`회수건조기수` has 1004 (28.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 12:09:17.233230
Analysis finished	2024-04-29 12:09:18.778187
Duration	1.54 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3558
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1779.5

Minimum	1
Maximum	3558
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	1
5-th percentile	178.85
Q1	890.25
median	1779.5
Q3	2668.75
95-th percentile	3380.15
Maximum	3558
Range	3557
Interquartile range (IQR)	1778.5

Descriptive statistics

Standard deviation	1027.2505
Coefficient of variation (CV)	0.57726915
Kurtosis	-1.2
Mean	1779.5
Median Absolute Deviation (MAD)	889.5
Skewness	0
Sum	6331461
Variance	1055243.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2378	1	< 0.1%
2367	1	< 0.1%
2368	1	< 0.1%
2369	1	< 0.1%
2370	1	< 0.1%
2371	1	< 0.1%
2372	1	< 0.1%
2373	1	< 0.1%
2374	1	< 0.1%
Other values (3548)	3548	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 (%)
3558	1	< 0.1%
3557	1	< 0.1%
3556	1	< 0.1%
3555	1	< 0.1%
3554	1	< 0.1%
3553	1	< 0.1%
3552	1	< 0.1%
3551	1	< 0.1%
3550	1	< 0.1%
3549	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

세탁업	3558

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
세탁업	3558	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
세탁업	3558	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

06_20_01_P	3558

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	06_20_01_P
2nd row	06_20_01_P
3rd row	06_20_01_P
4th row	06_20_01_P
5th row	06_20_01_P

Common Values

Value	Count	Frequency (%)
06_20_01_P	3558	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
06_20_01_p	3558	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	9
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3457394.3

Minimum	3410000
Maximum	5141000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3420000
Q1	3430000
median	3450000
Q3	3470000
95-th percentile	3480000
Maximum	5141000
Range	1731000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	125034.72
Coefficient of variation (CV)	0.036164436
Kurtosis	172.89005
Mean	3457394.3
Median Absolute Deviation (MAD)	20000
Skewness	13.040699
Sum	1.2301409 × 10¹⁰
Variance	1.5633681 × 10¹⁰
Monotonicity	Increasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3470000	745	20.9%
3460000	640	18.0%
3420000	519	14.6%
3450000	511	14.4%
3430000	400	11.2%
3440000	350	9.8%
3480000	213	6.0%
3410000	161	4.5%
5141000	19	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	161	4.5%
3420000	519	14.6%
3430000	400	11.2%
3440000	350	9.8%
3450000	511	14.4%
3460000	640	18.0%
3470000	745	20.9%
3480000	213	6.0%
5141000	19	0.5%

Value	Count	Frequency (%)
5141000	19	0.5%
3480000	213	6.0%
3470000	745	20.9%
3460000	640	18.0%
3450000	511	14.4%
3440000	350	9.8%
3430000	400	11.2%
3420000	519	14.6%
3410000	161	4.5%

관리번호
Text

UNIQUE

Distinct	3558
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Length

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

Characters and Unicode

Total characters	78276
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	3558 ?
Unique (%)	100.0%

Sample

1st row	3410000-205-2003-00002
2nd row	3410000-205-2008-00002
3rd row	3410000-205-2003-00017
4th row	3410000-205-1987-00026
5th row	3410000-205-1999-00003

Value	Count	Frequency (%)
3410000-205-2003-00002	1	< 0.1%
3460000-205-1992-00015	1	< 0.1%
3460000-205-2005-00027	1	< 0.1%
3460000-205-1992-00002	1	< 0.1%
3460000-205-2004-00020	1	< 0.1%
3460000-205-1996-00034	1	< 0.1%
3460000-205-1996-00036	1	< 0.1%
3460000-205-1996-00037	1	< 0.1%
3460000-205-1996-00043	1	< 0.1%
3460000-205-1994-00022	1	< 0.1%
Other values (3548)	3548	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	34138	43.6%
-	10674	13.6%
2	7317	9.3%
3	5274	6.7%
5	4826	6.2%
4	4701	6.0%
1	3854	4.9%
9	3255	4.2%
7	1603	2.0%
6	1359	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	67602	86.4%
Dash Punctuation	10674	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34138	50.5%
2	7317	10.8%
3	5274	7.8%
5	4826	7.1%
4	4701	7.0%
1	3854	5.7%
9	3255	4.8%
7	1603	2.4%
6	1359	2.0%
8	1275	1.9%

Dash Punctuation

Value	Count	Frequency (%)
-	10674	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78276	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	34138	43.6%
-	10674	13.6%
2	7317	9.3%
3	5274	6.7%
5	4826	6.2%
4	4701	6.0%
1	3854	4.9%
9	3255	4.2%
7	1603	2.0%
6	1359	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78276	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	34138	43.6%
-	10674	13.6%
2	7317	9.3%
3	5274	6.7%
5	4826	6.2%
4	4701	6.0%
1	3854	4.9%
9	3255	4.2%
7	1603	2.0%
6	1359	1.7%

인허가일자
Date

Distinct	2359
Distinct (%)	66.5%
Missing	8
Missing (%)	0.2%
Memory size	27.9 KiB

Minimum	1971-03-01 00:00:00
Maximum	2024-02-23 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3558
Missing (%)	100.0%
Memory size	31.4 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

3	2496
1	1062

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	2496	70.2%
1	1062	29.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2496	70.2%
1	1062	29.8%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

폐업	2496
영업/정상	1062

Length

Max length	5
Median length	2
Mean length	2.8954469
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	2496	70.2%
영업/정상	1062	29.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2496	70.2%
영업/정상	1062	29.8%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

2	2496
1	1062

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	2496	70.2%
1	1062	29.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2496	70.2%
1	1062	29.8%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

폐업	2496
영업	1062

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	2496	70.2%
영업	1062	29.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2496	70.2%
영업	1062	29.8%

폐업일자
Date

MISSING

Distinct	1696
Distinct (%)	67.9%
Missing	1062
Missing (%)	29.8%
Memory size	27.9 KiB

Minimum	1997-01-10 00:00:00
Maximum	2024-03-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3558
Missing (%)	100.0%
Memory size	31.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3558
Missing (%)	100.0%
Memory size	31.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3558
Missing (%)	100.0%
Memory size	31.4 KiB

소재지전화
Text

MISSING

Distinct	3132
Distinct (%)	94.6%
Missing	246
Missing (%)	6.9%
Memory size	27.9 KiB

Length

Max length	12
Median length	11
Mean length	11.233092
Min length	7

Characters and Unicode

Total characters	37204
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	2958 ?
Unique (%)	89.3%

Sample

1st row	053 4214559
2nd row	053 423 2033
3rd row	053 2540763
4th row	053 4259032
5th row	053 4243594

Value	Count	Frequency (%)
053	3031	42.0%
764	28	0.4%
791	25	0.3%
763	21	0.3%
762	19	0.3%
754	19	0.3%
792	18	0.2%
781	17	0.2%
765	17	0.2%
782	15	0.2%
Other values (3229)	4007	55.5%

Most occurring characters

Value	Count	Frequency (%)
5	6660	17.9%
3	5642	15.2%
0	5086	13.7%
	3945	10.6%
6	2801	7.5%
2	2682	7.2%
7	2450	6.6%
4	2166	5.8%
1	1963	5.3%
8	1941	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33259	89.4%
Space Separator	3945	10.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	6660	20.0%
3	5642	17.0%
0	5086	15.3%
6	2801	8.4%
2	2682	8.1%
7	2450	7.4%
4	2166	6.5%
1	1963	5.9%
8	1941	5.8%
9	1868	5.6%

Space Separator

Value	Count	Frequency (%)
	3945	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37204	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	6660	17.9%
3	5642	15.2%
0	5086	13.7%
	3945	10.6%
6	2801	7.5%
2	2682	7.2%
7	2450	6.6%
4	2166	5.8%
1	1963	5.3%
8	1941	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37204	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6660	17.9%
3	5642	15.2%
0	5086	13.7%
	3945	10.6%
6	2801	7.5%
2	2682	7.2%
7	2450	6.6%
4	2166	5.8%
1	1963	5.3%
8	1941	5.2%

소재지면적
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1287
Distinct (%)	37.1%
Missing	88
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	33.045994

Minimum	0
Maximum	5601
Zeros	696
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15
median	26.25
Q3	36.99
95-th percentile	80
Maximum	5601
Range	5601
Interquartile range (IQR)	21.99

Descriptive statistics

Standard deviation	102.86561
Coefficient of variation (CV)	3.1128011
Kurtosis	2477.2135
Mean	33.045994
Median Absolute Deviation (MAD)	11.25
Skewness	46.096586
Sum	114669.6
Variance	10581.333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	696	19.6%
33.0	84	2.4%
30.0	59	1.7%
26.4	49	1.4%
16.5	45	1.3%
20.0	43	1.2%
19.8	42	1.2%
36.0	38	1.1%
23.1	37	1.0%
24.0	35	1.0%
Other values (1277)	2342	65.8%
(Missing)	88	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	696	19.6%
5.0	1	< 0.1%
7.0	2	0.1%
8.0	2	0.1%
8.56	1	< 0.1%
9.0	1	< 0.1%
9.5	1	< 0.1%
9.9	6	0.2%
9.92	1	< 0.1%
10.0	4	0.1%

Value	Count	Frequency (%)
5601.0	1	< 0.1%
673.34	1	< 0.1%
522.92	1	< 0.1%
489.0	1	< 0.1%
486.0	1	< 0.1%
450.0	1	< 0.1%
415.74	1	< 0.1%
409.53	1	< 0.1%
389.94	1	< 0.1%
363.0	1	< 0.1%

소재지우편번호
Text

MISSING

Distinct	566
Distinct (%)	16.1%
Missing	40
Missing (%)	1.1%
Memory size	27.9 KiB

Length

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

Characters and Unicode

Total characters	24626
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	133 ?
Unique (%)	3.8%

Sample

1st row	700-413
2nd row	700-421
3rd row	700-340
4th row	700-809
5th row	700-100

Value	Count	Frequency (%)
704-080	49	1.4%
702-040	40	1.1%
706-170	36	1.0%
701-804	32	0.9%
704-060	30	0.9%
706-838	23	0.7%
704-932	23	0.7%
711-812	22	0.6%
706-831	21	0.6%
711-852	20	0.6%
Other values (556)	3222	91.6%

Most occurring characters

Value	Count	Frequency (%)
0	4883	19.8%
7	4070	16.5%
-	3518	14.3%
8	3148	12.8%
1	1893	7.7%
4	1565	6.4%
2	1516	6.2%
3	1409	5.7%
6	1113	4.5%
5	892	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21108	85.7%
Dash Punctuation	3518	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4883	23.1%
7	4070	19.3%
8	3148	14.9%
1	1893	9.0%
4	1565	7.4%
2	1516	7.2%
3	1409	6.7%
6	1113	5.3%
5	892	4.2%
9	619	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	3518	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24626	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4883	19.8%
7	4070	16.5%
-	3518	14.3%
8	3148	12.8%
1	1893	7.7%
4	1565	6.4%
2	1516	6.2%
3	1409	5.7%
6	1113	4.5%
5	892	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24626	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4883	19.8%
7	4070	16.5%
-	3518	14.3%
8	3148	12.8%
1	1893	7.7%
4	1565	6.4%
2	1516	6.2%
3	1409	5.7%
6	1113	4.5%
5	892	3.6%

소재지전체주소
Text

Distinct	3405
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Length

Max length	53
Median length	51
Mean length	25.194772
Min length	16

Characters and Unicode

Total characters	89643
Distinct characters	361
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	3262 ?
Unique (%)	91.7%

Sample

1st row	대구광역시 중구 삼덕동3가 300-0001번지
2nd row	대구광역시 중구 동인동1가 0233-0001번지
3rd row	대구광역시 중구 북내동 0031-0001번지
4th row	대구광역시 중구 대봉동 10-1번지
5th row	대구광역시 중구 화전동 28번지

Value	Count	Frequency (%)
대구광역시	3558	21.2%
달서구	745	4.4%
수성구	640	3.8%
동구	519	3.1%
북구	511	3.0%
서구	400	2.4%
남구	350	2.1%
대명동	231	1.4%
달성군	213	1.3%
중구	161	1.0%
Other values (4207)	9439	56.3%

Most occurring characters

Value	Count	Frequency (%)
	16247	18.1%
구	6968	7.8%
1	4736	5.3%
동	4522	5.0%
대	3965	4.4%
시	3629	4.0%
광	3571	4.0%
역	3569	4.0%
지	3316	3.7%
번	2929	3.3%
Other values (351)	36191	40.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	50529	56.4%
Decimal Number	19538	21.8%
Space Separator	16247	18.1%
Dash Punctuation	2848	3.2%
Open Punctuation	179	0.2%
Close Punctuation	179	0.2%
Uppercase Letter	76	0.1%
Other Punctuation	38	< 0.1%
Lowercase Letter	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	6968	13.8%
동	4522	8.9%
대	3965	7.8%
시	3629	7.2%
광	3571	7.1%
역	3569	7.1%
지	3316	6.6%
번	2929	5.8%
서	1289	2.6%
성	1210	2.4%
Other values (316)	15561	30.8%

Uppercase Letter

Value	Count	Frequency (%)
A	23	30.3%
B	17	22.4%
T	10	13.2%
P	10	13.2%
S	3	3.9%
K	2	2.6%
E	2	2.6%
L	2	2.6%
W	1	1.3%
H	1	1.3%
Other values (5)	5	6.6%

Decimal Number

Value	Count	Frequency (%)
1	4736	24.2%
0	2448	12.5%
2	2422	12.4%
3	1896	9.7%
4	1595	8.2%
5	1499	7.7%
6	1352	6.9%
7	1257	6.4%
9	1176	6.0%
8	1157	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	25	65.8%
.	8	21.1%
/	4	10.5%
@	1	2.6%

Lowercase Letter

Value	Count	Frequency (%)
e	8	88.9%
s	1	11.1%

Space Separator

Value	Count	Frequency (%)
	16247	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2848	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	179	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	179	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	50529	56.4%
Common	39029	43.5%
Latin	85	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	6968	13.8%
동	4522	8.9%
대	3965	7.8%
시	3629	7.2%
광	3571	7.1%
역	3569	7.1%
지	3316	6.6%
번	2929	5.8%
서	1289	2.6%
성	1210	2.4%
Other values (316)	15561	30.8%

Common

Value	Count	Frequency (%)
	16247	41.6%
1	4736	12.1%
-	2848	7.3%
0	2448	6.3%
2	2422	6.2%
3	1896	4.9%
4	1595	4.1%
5	1499	3.8%
6	1352	3.5%
7	1257	3.2%
Other values (8)	2729	7.0%

Latin

Value	Count	Frequency (%)
A	23	27.1%
B	17	20.0%
T	10	11.8%
P	10	11.8%
e	8	9.4%
S	3	3.5%
K	2	2.4%
E	2	2.4%
L	2	2.4%
W	1	1.2%
Other values (7)	7	8.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	50529	56.4%
ASCII	39114	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	16247	41.5%
1	4736	12.1%
-	2848	7.3%
0	2448	6.3%
2	2422	6.2%
3	1896	4.8%
4	1595	4.1%
5	1499	3.8%
6	1352	3.5%
7	1257	3.2%
Other values (25)	2814	7.2%

Hangul

Value	Count	Frequency (%)
구	6968	13.8%
동	4522	8.9%
대	3965	7.8%
시	3629	7.2%
광	3571	7.1%
역	3569	7.1%
지	3316	6.6%
번	2929	5.8%
서	1289	2.6%
성	1210	2.4%
Other values (316)	15561	30.8%

도로명전체주소
Text

MISSING

Distinct	2173
Distinct (%)	98.5%
Missing	1351
Missing (%)	38.0%
Memory size	27.9 KiB

Length

Max length	59
Median length	52
Mean length	30.519257
Min length	15

Characters and Unicode

Total characters	67356
Distinct characters	379
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	2141 ?
Unique (%)	97.0%

Sample

1st row	대구광역시 중구 서성로16길 28 (북내동)
2nd row	대구광역시 중구 중앙대로66길 44 (남산동)
3rd row	대구광역시 중구 국채보상로131길 55 (동인동1가, 시티타운상가 15호)
4th row	대구광역시 중구 관덕정길 56 (남산동)
5th row	대구광역시 중구 국채보상로93길 25 (대신동)

Value	Count	Frequency (%)
대구광역시	2207	16.8%
달서구	452	3.4%
수성구	401	3.1%
북구	364	2.8%
1층	335	2.6%
동구	283	2.2%
서구	226	1.7%
남구	222	1.7%
달성군	159	1.2%
대명동	148	1.1%
Other values (2797)	8336	63.5%

Most occurring characters

Value	Count	Frequency (%)
	10931	16.2%
구	4496	6.7%
동	3239	4.8%
1	3044	4.5%
대	2808	4.2%
시	2294	3.4%
역	2231	3.3%
광	2213	3.3%
(	2173	3.2%
)	2173	3.2%
Other values (369)	31754	47.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	38767	57.6%
Decimal Number	11277	16.7%
Space Separator	10931	16.2%
Open Punctuation	2173	3.2%
Close Punctuation	2173	3.2%
Other Punctuation	1550	2.3%
Dash Punctuation	396	0.6%
Uppercase Letter	81	0.1%
Lowercase Letter	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	4496	11.6%
동	3239	8.4%
대	2808	7.2%
시	2294	5.9%
역	2231	5.8%
광	2213	5.7%
로	2081	5.4%
길	1471	3.8%
성	961	2.5%
서	950	2.5%
Other values (334)	16023	41.3%

Uppercase Letter

Value	Count	Frequency (%)
A	28	34.6%
B	12	14.8%
T	11	13.6%
P	11	13.6%
K	3	3.7%
S	3	3.7%
D	3	3.7%
E	2	2.5%
C	2	2.5%
Q	1	1.2%
Other values (5)	5	6.2%

Decimal Number

Value	Count	Frequency (%)
1	3044	27.0%
2	1586	14.1%
0	1301	11.5%
3	1205	10.7%
4	905	8.0%
5	866	7.7%
6	718	6.4%
7	640	5.7%
8	535	4.7%
9	477	4.2%

Other Punctuation

Value	Count	Frequency (%)
,	1534	99.0%
@	10	0.6%
.	4	0.3%
/	2	0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	7	87.5%
s	1	12.5%

Space Separator

Value	Count	Frequency (%)
	10931	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2173	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2173	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	396	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	38767	57.6%
Common	28500	42.3%
Latin	89	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	4496	11.6%
동	3239	8.4%
대	2808	7.2%
시	2294	5.9%
역	2231	5.8%
광	2213	5.7%
로	2081	5.4%
길	1471	3.8%
성	961	2.5%
서	950	2.5%
Other values (334)	16023	41.3%

Common

Value	Count	Frequency (%)
	10931	38.4%
1	3044	10.7%
(	2173	7.6%
)	2173	7.6%
2	1586	5.6%
,	1534	5.4%
0	1301	4.6%
3	1205	4.2%
4	905	3.2%
5	866	3.0%
Other values (8)	2782	9.8%

Latin

Value	Count	Frequency (%)
A	28	31.5%
B	12	13.5%
T	11	12.4%
P	11	12.4%
e	7	7.9%
K	3	3.4%
S	3	3.4%
D	3	3.4%
E	2	2.2%
C	2	2.2%
Other values (7)	7	7.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	38767	57.6%
ASCII	28589	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10931	38.2%
1	3044	10.6%
(	2173	7.6%
)	2173	7.6%
2	1586	5.5%
,	1534	5.4%
0	1301	4.6%
3	1205	4.2%
4	905	3.2%
5	866	3.0%
Other values (25)	2871	10.0%

Hangul

Value	Count	Frequency (%)
구	4496	11.6%
동	3239	8.4%
대	2808	7.2%
시	2294	5.9%
역	2231	5.8%
광	2213	5.7%
로	2081	5.4%
길	1471	3.8%
성	961	2.5%
서	950	2.5%
Other values (334)	16023	41.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1010
Distinct (%)	46.2%
Missing	1373
Missing (%)	38.6%
Infinite	0
Infinite (%)	0.0%
Mean	42082.167

Minimum	41002
Maximum	43149
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	41002
5-th percentile	41136
Q1	41552
median	42132
Q3	42630
95-th percentile	42941.2
Maximum	43149
Range	2147
Interquartile range (IQR)	1078

Descriptive statistics

Standard deviation	580.7744
Coefficient of variation (CV)	0.013800962
Kurtosis	-1.1895373
Mean	42082.167
Median Absolute Deviation (MAD)	537
Skewness	-0.13412252
Sum	91949535
Variance	337298.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41569	9	0.3%
42970	7	0.2%
41534	7	0.2%
42769	7	0.2%
42679	7	0.2%
42644	7	0.2%
42915	7	0.2%
42452	7	0.2%
42819	7	0.2%
41450	7	0.2%
Other values (1000)	2113	59.4%
(Missing)	1373	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41002	3	0.1%
41005	3	0.1%
41020	1	< 0.1%
41022	2	0.1%
41024	1	< 0.1%
41025	1	< 0.1%
41026	5	0.1%
41029	1	< 0.1%
41033	1	< 0.1%
41034	2	0.1%

Value	Count	Frequency (%)
43149	2	0.1%
43129	1	< 0.1%
43119	1	< 0.1%
43117	1	< 0.1%
43115	5	0.1%
43114	1	< 0.1%
43102	1	< 0.1%
43022	1	< 0.1%
43018	1	< 0.1%
43014	3	0.1%

사업장명
Text

Distinct	2285
Distinct (%)	64.2%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Length

Max length	20
Median length	18
Mean length	5.1691962
Min length	2

Characters and Unicode

Total characters	18392
Distinct characters	494
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	1757 ?
Unique (%)	49.4%

Sample

1st row	진아
2nd row	(주) 유니코
3rd row	성주사
4th row	백광
5th row	백구세탁소

Value	Count	Frequency (%)
현대세탁소	29	0.8%
세탁소	27	0.7%
제일세탁소	27	0.7%
보성세탁소	21	0.6%
우방세탁소	20	0.5%
백광세탁소	19	0.5%
백설세탁소	18	0.5%
삼성세탁소	16	0.4%
명성세탁소	16	0.4%
백조세탁소	16	0.4%
Other values (2286)	3460	94.3%

Most occurring characters

Value	Count	Frequency (%)
세	2551	13.9%
탁	2512	13.7%
소	1669	9.1%
크	510	2.8%
리	488	2.7%
성	404	2.2%
닝	395	2.1%
대	284	1.5%
백	252	1.4%
사	247	1.3%
Other values (484)	9080	49.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18050	98.1%
Space Separator	113	0.6%
Uppercase Letter	64	0.3%
Decimal Number	61	0.3%
Open Punctuation	35	0.2%
Close Punctuation	35	0.2%
Other Punctuation	15	0.1%
Lowercase Letter	14	0.1%
Dash Punctuation	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
세	2551	14.1%
탁	2512	13.9%
소	1669	9.2%
크	510	2.8%
리	488	2.7%
성	404	2.2%
닝	395	2.2%
대	284	1.6%
백	252	1.4%
사	247	1.4%
Other values (445)	8738	48.4%

Uppercase Letter

Value	Count	Frequency (%)
C	7	10.9%
A	7	10.9%
K	6	9.4%
O	6	9.4%
G	4	6.2%
I	4	6.2%
D	4	6.2%
E	4	6.2%
L	4	6.2%
P	3	4.7%
Other values (8)	15	23.4%

Decimal Number

Value	Count	Frequency (%)
1	18	29.5%
2	18	29.5%
3	9	14.8%
4	6	9.8%
9	3	4.9%
5	3	4.9%
6	2	3.3%
8	2	3.3%

Lowercase Letter

Value	Count	Frequency (%)
e	8	57.1%
r	2	14.3%
k	2	14.3%
a	1	7.1%
p	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
.	11	73.3%
,	2	13.3%
&	1	6.7%
/	1	6.7%

Space Separator

Value	Count	Frequency (%)
	113	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	35	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	35	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18050	98.1%
Common	264	1.4%
Latin	78	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
세	2551	14.1%
탁	2512	13.9%
소	1669	9.2%
크	510	2.8%
리	488	2.7%
성	404	2.2%
닝	395	2.2%
대	284	1.6%
백	252	1.4%
사	247	1.4%
Other values (445)	8738	48.4%

Latin

Value	Count	Frequency (%)
e	8	10.3%
C	7	9.0%
A	7	9.0%
K	6	7.7%
O	6	7.7%
G	4	5.1%
I	4	5.1%
D	4	5.1%
E	4	5.1%
L	4	5.1%
Other values (13)	24	30.8%

Common

Value	Count	Frequency (%)
	113	42.8%
(	35	13.3%
)	35	13.3%
1	18	6.8%
2	18	6.8%
.	11	4.2%
3	9	3.4%
4	6	2.3%
-	5	1.9%
9	3	1.1%
Other values (6)	11	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18050	98.1%
ASCII	342	1.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	2551	14.1%
탁	2512	13.9%
소	1669	9.2%
크	510	2.8%
리	488	2.7%
성	404	2.2%
닝	395	2.2%
대	284	1.6%
백	252	1.4%
사	247	1.4%
Other values (445)	8738	48.4%

ASCII

Value	Count	Frequency (%)
	113	33.0%
(	35	10.2%
)	35	10.2%
1	18	5.3%
2	18	5.3%
.	11	3.2%
3	9	2.6%
e	8	2.3%
C	7	2.0%
A	7	2.0%
Other values (29)	81	23.7%

최종수정시점
Date

Distinct	2700
Distinct (%)	75.9%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Minimum	2001-09-10 00:00:00
Maximum	2024-03-29 11:15:37

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

I	2657
U	901

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	2657	74.7%
U	901	25.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2657	74.7%
u	901	25.3%

데이터갱신일자
Date

Distinct	546
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

Minimum	2018-08-31 23:59:59
Maximum	2024-03-31 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

일반세탁업	3432
운동화전문세탁업	88
세탁업 기타	25
빨래방업	13

Length

Max length	8
Median length	5
Mean length	5.0775717
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	3432	96.5%
운동화전문세탁업	88	2.5%
세탁업 기타	25	0.7%
빨래방업	13	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	3432	95.8%
운동화전문세탁업	88	2.5%
세탁업	25	0.7%
기타	25	0.7%
빨래방업	13	0.4%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2887
Distinct (%)	86.0%
Missing	202
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	343041

Minimum	327557.24
Maximum	358060.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	327557.24
5-th percentile	334975.44
Q1	339748.29
median	342478.42
Q3	346389.96
95-th percentile	353156.53
Maximum	358060.65
Range	30503.408
Interquartile range (IQR)	6641.6674

Descriptive statistics

Standard deviation	5095.0031
Coefficient of variation (CV)	0.014852461
Kurtosis	0.22022764
Mean	343041
Median Absolute Deviation (MAD)	3271.7676
Skewness	0.10638899
Sum	1.1512456 × 10⁹
Variance	25959057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
338969.480757299	5	0.1%
338692.161634264	5	0.1%
338962.151491269	5	0.1%
347296.208543798	5	0.1%
340630.056274461	4	0.1%
347913.021747973	4	0.1%
345038.837526749	4	0.1%
339393.012573076	4	0.1%
340425.612585211	4	0.1%
340792.592919538	4	0.1%
Other values (2877)	3312	93.1%
(Missing)	202	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
327557.239553708	1	< 0.1%
327770.336985265	1	< 0.1%
327811.761116979	1	< 0.1%
327853.173808645	1	< 0.1%
328223.184090209	1	< 0.1%
328342.10797327	1	< 0.1%
328420.408085296	1	< 0.1%
328446.299883876	1	< 0.1%
328896.964041988	1	< 0.1%
329116.875999959	1	< 0.1%

Value	Count	Frequency (%)
358060.647418873	1	< 0.1%
356610.086476575	1	< 0.1%
356468.087524666	1	< 0.1%
356388.525061719	1	< 0.1%
356353.404987598	1	< 0.1%
356310.91765893	3	0.1%
356270.185688667	1	< 0.1%
356267.166058634	1	< 0.1%
356258.185380378	1	< 0.1%
356175.418160422	2	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2887
Distinct (%)	86.0%
Missing	202
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	263463.83

Minimum	240358.72
Maximum	307136.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	240358.72
5-th percentile	257482.92
Q1	261156.12
median	263205.64
Q3	265515.7
95-th percentile	271099.35
Maximum	307136.85
Range	66778.124
Interquartile range (IQR)	4359.5745

Descriptive statistics

Standard deviation	5041.6897
Coefficient of variation (CV)	0.019136174
Kurtosis	20.883604
Mean	263463.83
Median Absolute Deviation (MAD)	2165.7899
Skewness	2.0785457
Sum	8.8418462 × 10⁸
Variance	25418635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
257548.491948507	5	0.1%
259135.243156101	5	0.1%
262515.182501563	5	0.1%
261275.08308428	5	0.1%
272309.461235988	4	0.1%
270429.169012283	4	0.1%
265537.218675911	4	0.1%
258572.019825526	4	0.1%
262761.163676007	4	0.1%
305196.555870712	4	0.1%
Other values (2877)	3312	93.1%
(Missing)	202	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
240358.722944009	1	< 0.1%
240622.56148125	1	< 0.1%
240649.764741954	1	< 0.1%
240755.21422067	1	< 0.1%
240854.426297061	1	< 0.1%
240894.621331233	1	< 0.1%
240899.421415258	1	< 0.1%
242471.306039654	1	< 0.1%
242492.351659569	1	< 0.1%
244642.33521458	1	< 0.1%

Value	Count	Frequency (%)
307136.847106877	1	< 0.1%
305386.49674584	1	< 0.1%
305237.853638047	1	< 0.1%
305196.555870712	4	0.1%
305096.17721367	1	< 0.1%
304977.460110106	1	< 0.1%
304809.326510287	1	< 0.1%
304733.543504807	1	< 0.1%
300899.770702594	1	< 0.1%
300704.369610462	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

일반세탁업	3432
운동화전문세탁업	88
세탁업 기타	25
빨래방업	13

Length

Max length	8
Median length	5
Mean length	5.0775717
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반세탁업	3432	96.5%
운동화전문세탁업	88	2.5%
세탁업 기타	25	0.7%
빨래방업	13	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반세탁업	3432	95.8%
운동화전문세탁업	88	2.5%
세탁업	25	0.7%
기타	25	0.7%
빨래방업	13	0.4%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	0.8%
Missing	807
Missing (%)	22.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.6739368

Minimum	0
Maximum	57
Zeros	918
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	4
Maximum	57
Range	57
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2918449
Coefficient of variation (CV)	1.3691347
Kurtosis	188.98367
Mean	1.6739368
Median Absolute Deviation (MAD)	1
Skewness	10.216577
Sum	4605
Variance	5.2525532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	918	25.8%
2	721	20.3%
3	530	14.9%
1	371	10.4%
4	146	4.1%
5	37	1.0%
6	7	0.2%
11	3	0.1%
20	3	0.1%
7	2	0.1%
Other values (11)	13	0.4%
(Missing)	807	22.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	918	25.8%
1	371	10.4%
2	721	20.3%
3	530	14.9%
4	146	4.1%
5	37	1.0%
6	7	0.2%
7	2	0.1%
8	1	< 0.1%
9	2	0.1%

Value	Count	Frequency (%)
57	1	< 0.1%
40	1	< 0.1%
36	1	< 0.1%
32	1	< 0.1%
24	1	< 0.1%
20	3	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	8
Distinct (%)	0.4%
Missing	1344
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.23125565

Minimum	0
Maximum	7
Zeros	1746
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.50733308
Coefficient of variation (CV)	2.1938192
Kurtosis	30.113951
Mean	0.23125565
Median Absolute Deviation (MAD)	0
Skewness	3.8219464
Sum	512
Variance	0.25738685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1746	49.1%
1	446	12.5%
2	12	0.3%
3	4	0.1%
4	3	0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
(Missing)	1344	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1746	49.1%
1	446	12.5%
2	12	0.3%
3	4	0.1%
4	3	0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	1	< 0.1%
5	1	< 0.1%
4	3	0.1%
3	4	0.1%
2	12	0.3%
1	446	12.5%
0	1746	49.1%

사용시작지상층
Categorical

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

1	1739
<NA>	983
0	778
2	52
3	5

Length

Max length	4
Median length	1
Mean length	1.8288364
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 (%)
1	1739	48.9%
<NA>	983	27.6%
0	778	21.9%
2	52	1.5%
3	5	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1739	48.9%
na	983	27.6%
0	778	21.9%
2	52	1.5%
3	5	0.1%
4	1	< 0.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.3%
Missing	1166
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.81396321

Minimum	0
Maximum	10
Zeros	547
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.58569795
Coefficient of variation (CV)	0.71956317
Kurtosis	77.791028
Mean	0.81396321
Median Absolute Deviation (MAD)	0
Skewness	4.9337332
Sum	1947
Variance	0.34304209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	1779	50.0%
0	547	15.4%
2	55	1.5%
3	6	0.2%
10	3	0.1%
4	1	< 0.1%
6	1	< 0.1%
(Missing)	1166	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	547	15.4%
1	1779	50.0%
2	55	1.5%
3	6	0.2%
4	1	< 0.1%
6	1	< 0.1%
10	3	0.1%

Value	Count	Frequency (%)
10	3	0.1%
6	1	< 0.1%
4	1	< 0.1%
3	6	0.2%
2	55	1.5%
1	1779	50.0%
0	547	15.4%

사용시작지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

0	1972
<NA>	1547
1	34
4	2
2	2

Length

Max length	4
Median length	1
Mean length	2.3043845
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 (%)
0	1972	55.4%
<NA>	1547	43.5%
1	34	1.0%
4	2	0.1%
2	2	0.1%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1972	55.4%
na	1547	43.5%
1	34	1.0%
4	2	0.1%
2	2	0.1%
6	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

<NA>	1827
0	1691
1	35
4	2
2	2

Length

Max length	4
Median length	4
Mean length	2.5404722
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>	1827	51.3%
0	1691	47.5%
1	35	1.0%
4	2	0.1%
2	2	0.1%
6	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1827	51.3%
0	1691	47.5%
1	35	1.0%
4	2	0.1%
2	2	0.1%
6	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	3556
Missing (%)	99.9%
Memory size	27.9 KiB

Length

Max length	82
Median length	70
Mean length	70
Min length	58

Characters and Unicode

Total characters	140
Distinct characters	75
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	2 ?
Unique (%)	100.0%

Sample

1st row	폐업,지위승계등 금지(과태료50만원체납),'05,'07년 위생교육미필 2007.05.07현재행정처분진행중
2nd row	가설건축물 존치기간(2007.11.30까지)만료시 존치기간 연장, 이전 또는 자진폐업을 하여야 하며 이를 이행하지 않을시 영업신고의 효력이 소멸됨.

Value	Count	Frequency (%)
폐업,지위승계등	1	5.3%
자진폐업을	1	5.3%
효력이	1	5.3%
영업신고의	1	5.3%
않을시	1	5.3%
이행하지	1	5.3%
이를	1	5.3%
하며	1	5.3%
하여야	1	5.3%
또는	1	5.3%
Other values (9)	9	47.4%

Most occurring characters

Value	Count	Frequency (%)
	17	12.1%
0	10	7.1%
.	5	3.6%
7	4	2.9%
,	4	2.9%
지	4	2.9%
이	4	2.9%
하	3	2.1%
행	3	2.1%
업	3	2.1%
Other values (65)	83	59.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	86	61.4%
Decimal Number	22	15.7%
Space Separator	17	12.1%
Other Punctuation	11	7.9%
Close Punctuation	2	1.4%
Open Punctuation	2	1.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	4	4.7%
이	4	4.7%
하	3	3.5%
행	3	3.5%
업	3	3.5%
존	2	2.3%
폐	2	2.3%
치	2	2.3%
기	2	2.3%
시	2	2.3%
Other values (53)	59	68.6%

Decimal Number

Value	Count	Frequency (%)
0	10	45.5%
7	4	18.2%
5	3	13.6%
2	2	9.1%
1	2	9.1%
3	1	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	5	45.5%
,	4	36.4%
'	2	18.2%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	86	61.4%
Common	54	38.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	4	4.7%
이	4	4.7%
하	3	3.5%
행	3	3.5%
업	3	3.5%
존	2	2.3%
폐	2	2.3%
치	2	2.3%
기	2	2.3%
시	2	2.3%
Other values (53)	59	68.6%

Common

Value	Count	Frequency (%)
	17	31.5%
0	10	18.5%
.	5	9.3%
7	4	7.4%
,	4	7.4%
5	3	5.6%
2	2	3.7%
'	2	3.7%
1	2	3.7%
)	2	3.7%
Other values (2)	3	5.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	86	61.4%
ASCII	54	38.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17	31.5%
0	10	18.5%
.	5	9.3%
7	4	7.4%
,	4	7.4%
5	3	5.6%
2	2	3.7%
'	2	3.7%
1	2	3.7%
)	2	3.7%
Other values (2)	3	5.6%

Hangul

Value	Count	Frequency (%)
지	4	4.7%
이	4	4.7%
하	3	3.5%
행	3	3.5%
업	3	3.5%
존	2	2.3%
폐	2	2.3%
치	2	2.3%
기	2	2.3%
시	2	2.3%
Other values (53)	59	68.6%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

<NA>	3557
20070213	1

Length

Max length	8
Median length	4
Mean length	4.0011242
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3557	> 99.9%
20070213	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3557	> 99.9%
20070213	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

<NA>	3557
20071130	1

Length

Max length	8
Median length	4
Mean length	4.0011242
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3557	> 99.9%
20071130	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3557	> 99.9%
20071130	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.9 KiB

<NA>	1869
임대	1427
자가	262

Length

Max length	4
Median length	4
Mean length	3.0505902
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1869	52.5%
임대	1427	40.1%
자가	262	7.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1869	52.5%
임대	1427	40.1%
자가	262	7.4%

세탁기수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.5%
Missing	1691
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.2394215

Minimum	0
Maximum	20
Zeros	624
Zeros (%)	17.5%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2144138
Coefficient of variation (CV)	0.97982309
Kurtosis	31.514532
Mean	1.2394215
Median Absolute Deviation (MAD)	1
Skewness	2.7296196
Sum	2314
Variance	1.474801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	624	17.5%
2	595	16.7%
1	462	13.0%
3	127	3.6%
4	43	1.2%
5	7	0.2%
6	4	0.1%
7	3	0.1%
20	1	< 0.1%
9	1	< 0.1%
(Missing)	1691	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	624	17.5%
1	462	13.0%
2	595	16.7%
3	127	3.6%
4	43	1.2%
5	7	0.2%
6	4	0.1%
7	3	0.1%
9	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
9	1	< 0.1%
7	3	0.1%
6	4	0.1%
5	7	0.2%
4	43	1.2%
3	127	3.6%
2	595	16.7%
1	462	13.0%
0	624	17.5%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	1.8%
Missing	3067
Missing (%)	86.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.39918534

Minimum	0
Maximum	20
Zeros	350
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2220422
Coefficient of variation (CV)	3.0613404
Kurtosis	146.54571
Mean	0.39918534
Median Absolute Deviation (MAD)	0
Skewness	10.418211
Sum	196
Variance	1.4933871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	350	9.8%
1	130	3.7%
2	3	0.1%
3	2	0.1%
5	2	0.1%
10	1	< 0.1%
20	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
(Missing)	3067	86.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	350	9.8%
1	130	3.7%
2	3	0.1%
3	2	0.1%
5	2	0.1%
6	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
10	1	< 0.1%
8	1	< 0.1%
6	1	< 0.1%
5	2	0.1%
3	2	0.1%
2	3	0.1%
1	130	3.7%
0	350	9.8%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	1.2%
Missing	2983
Missing (%)	83.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.49565217

Minimum	0
Maximum	9
Zeros	329
Zeros (%)	9.2%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.75331917
Coefficient of variation (CV)	1.5198545
Kurtosis	38.208868
Mean	0.49565217
Median Absolute Deviation (MAD)	0
Skewness	4.321004
Sum	285
Variance	0.56748977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	329	9.2%
1	226	6.4%
2	13	0.4%
3	3	0.1%
4	2	0.1%
9	1	< 0.1%
7	1	< 0.1%
(Missing)	2983	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	329	9.2%
1	226	6.4%
2	13	0.4%
3	3	0.1%
4	2	0.1%
7	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
4	2	0.1%
3	3	0.1%
2	13	0.4%
1	226	6.4%
0	329	9.2%

회수건조기수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.5%
Missing	1787
Missing (%)	50.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.46696781

Minimum	0
Maximum	10
Zeros	1004
Zeros (%)	28.2%
Negative	0
Negative (%)	0.0%
Memory size	31.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.62834084
Coefficient of variation (CV)	1.3455763
Kurtosis	38.073777
Mean	0.46696781
Median Absolute Deviation (MAD)	0
Skewness	3.4557456
Sum	827
Variance	0.39481221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1004	28.2%
1	733	20.6%
2	23	0.6%
3	6	0.2%
4	2	0.1%
7	1	< 0.1%
10	1	< 0.1%
5	1	< 0.1%
(Missing)	1787	50.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1004	28.2%
1	733	20.6%
2	23	0.6%
3	6	0.2%
4	2	0.1%
5	1	< 0.1%
7	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
7	1	< 0.1%
5	1	< 0.1%
4	2	0.1%
3	6	0.2%
2	23	0.6%
1	733	20.6%
0	1004	28.2%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

False	3557
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3557	> 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	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조기수	다중이용업소여부
0	1	세탁업	06_20_01_P	3410000	3410000-205-2003-00002	1992-10-14	<NA>	3	폐업	2	폐업	2009-01-21	<NA>	<NA>	<NA>	053 4214559	<NA>	700-413	대구광역시 중구 삼덕동3가 300-0001번지	<NA>	<NA>	진아	2007-09-10 10:38:00	I	2018-08-31 23:59:59	일반세탁업	344952.904168	263899.71513	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	2	세탁업	06_20_01_P	3410000	3410000-205-2008-00002	2008-08-07	<NA>	3	폐업	2	폐업	2008-08-20	<NA>	<NA>	<NA>	053 423 2033	0.0	700-421	대구광역시 중구 동인동1가 0233-0001번지	<NA>	<NA>	(주) 유니코	2008-08-07 11:11:17	I	2018-08-31 23:59:59	일반세탁업	344637.632881	264667.618454	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3	세탁업	06_20_01_P	3410000	3410000-205-2003-00017	2003-09-08	<NA>	3	폐업	2	폐업	2016-03-22	<NA>	<NA>	<NA>	053 2540763	33.0	700-340	대구광역시 중구 북내동 0031-0001번지	대구광역시 중구 서성로16길 28 (북내동)	41919	성주사	2012-02-23 14:36:32	I	2018-08-31 23:59:59	일반세탁업	343440.170776	264831.180532	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	4	세탁업	06_20_01_P	3410000	3410000-205-1987-00026	1987-11-27	<NA>	3	폐업	2	폐업	2006-05-26	<NA>	<NA>	<NA>	053 4259032	26.64	700-809	대구광역시 중구 대봉동 10-1번지	<NA>	<NA>	백광	2004-02-14 00:00:00	I	2018-08-31 23:59:59	일반세탁업	344983.552432	263576.591255	일반세탁업	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	5	세탁업	06_20_01_P	3410000	3410000-205-1999-00003	1999-08-27	<NA>	3	폐업	2	폐업	2008-12-12	<NA>	<NA>	<NA>	053 4243594	0.0	700-100	대구광역시 중구 화전동 28번지	<NA>	<NA>	백구세탁소	2007-08-28 13:38:13	I	2018-08-31 23:59:59	일반세탁업	343995.332261	264874.973286	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	6	세탁업	06_20_01_P	3410000	3410000-205-1987-00013	1987-08-19	<NA>	3	폐업	2	폐업	2009-01-08	<NA>	<NA>	<NA>	053 2571900	23.4	700-360	대구광역시 중구 도원동 3번지	<NA>	<NA>	고속사	2007-08-28 10:38:54	I	2018-08-31 23:59:59	일반세탁업	<NA>	<NA>	일반세탁업	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	7	세탁업	06_20_01_P	3410000	3410000-205-1987-00014	1987-08-19	<NA>	3	폐업	2	폐업	2006-01-25	<NA>	<NA>	<NA>	053 2540690	24.6	700-252	대구광역시 중구 서문로2가 38-3번지	<NA>	<NA>	은성	2004-02-13 00:00:00	I	2018-08-31 23:59:59	일반세탁업	343110.028589	264537.556467	일반세탁업	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	8	세탁업	06_20_01_P	3410000	3410000-205-1988-00011	1988-06-20	<NA>	3	폐업	2	폐업	2009-01-19	<NA>	<NA>	<NA>	053 2550558	23.62	700-330	대구광역시 중구 서야동 28번지	<NA>	<NA>	제일사	2007-08-28 10:42:05	I	2018-08-31 23:59:59	일반세탁업	343055.831616	264767.125282	일반세탁업	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	9	세탁업	06_20_01_P	3410000	3410000-205-1987-00015	1987-08-19	<NA>	3	폐업	2	폐업	2009-01-08	<NA>	<NA>	<NA>	053 2573476	22.57	700-819	대구광역시 중구 대신동 1082번지	<NA>	<NA>	재건	2009-02-05 17:04:30	I	2018-08-31 23:59:59	일반세탁업	<NA>	<NA>	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	10	세탁업	06_20_01_P	3410000	3410000-205-1987-00018	1987-08-19	<NA>	3	폐업	2	폐업	2009-01-20	<NA>	<NA>	<NA>	05304233120	10.42	700-803	대구광역시 중구 남산동 659-9번지	<NA>	<NA>	광명	2004-02-16 00:00:00	I	2018-08-31 23:59:59	일반세탁업	<NA>	<NA>	일반세탁업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	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	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	다중이용업소여부
3548	3549	세탁업	06_20_01_P	5141000	5141000-205-1987-00003	1987-05-09	<NA>	3	폐업	2	폐업	2014-09-11	<NA>	<NA>	<NA>	054 3827824	13.2	<NA>	대구광역시 군위군 의흥면 읍내리 577-4	대구광역시 군위군 의흥면 읍내길 48-1	43149	형제세탁소	2012-05-23 11:02:00	I	2023-07-01 16:42:10	일반세탁업	354280.256756	298511.42267	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3549	3550	세탁업	06_20_01_P	5141000	5141000-205-1987-00004	1987-05-09	<NA>	3	폐업	2	폐업	2002-05-31	<NA>	<NA>	<NA>	<NA>	0.0	<NA>	대구광역시 군위군 의흥면 읍내리 757	<NA>	<NA>	동아세탁소	2002-07-10 00:00:00	I	2023-07-01 16:42:10	일반세탁업	353668.759048	298647.358659	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3550	3551	세탁업	06_20_01_P	5141000	5141000-205-1994-00003	1994-07-28	<NA>	3	폐업	2	폐업	2013-09-04	<NA>	<NA>	<NA>	054 3830232	17.6	<NA>	대구광역시 군위군 군위읍 서부리 36-4	대구광역시 군위군 군위읍 중앙길 99	43115	대백크리닝타운	2011-10-21 10:56:47	I	2023-07-01 16:42:10	일반세탁업	340792.59292	305196.555871	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3551	3552	세탁업	06_20_01_P	5141000	5141000-205-1997-00001	1997-11-10	<NA>	3	폐업	2	폐업	2011-07-11	<NA>	<NA>	<NA>	054 3837872	28.86	<NA>	대구광역시 군위군 군위읍 서부리 406	<NA>	<NA>	제일세탁소	2009-12-03 16:45:33	I	2023-07-01 15:23:19	일반세탁업	<NA>	<NA>	일반세탁업	1	<NA>	<NA>	<NA>	임대	0	N
3552	3553	세탁업	06_20_01_P	5141000	5141000-205-2000-00001	2000-03-15	<NA>	3	폐업	2	폐업	2005-01-29	<NA>	<NA>	<NA>	3824794	0.0	<NA>	대구광역시 군위군 우보면 이화리 1107-8	<NA>	<NA>	우일세탁소	2005-01-29 00:00:00	I	2023-07-01 16:42:10	일반세탁업	349840.137032	300899.770703	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3553	3554	세탁업	06_20_01_P	5141000	5141000-205-1987-00007	1987-05-07	<NA>	3	폐업	2	폐업	2008-05-07	<NA>	<NA>	<NA>	3829945	0.0	<NA>	대구광역시 군위군 우보면 이화리 1292-1	<NA>	<NA>	달구벌세탁소	2003-03-06 00:00:00	I	2023-07-01 16:42:10	일반세탁업	349677.643879	300704.36961	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3554	3555	세탁업	06_20_01_P	5141000	5141000-205-2002-00001	2002-10-10	<NA>	3	폐업	2	폐업	2005-09-26	<NA>	<NA>	<NA>	054 3836663	0.0	<NA>	대구광역시 군위군 군위읍 서부리 262-1	<NA>	<NA>	화이트21	2005-10-17 00:00:00	I	2023-07-01 16:42:10	일반세탁업	340742.666737	304977.46011	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3555	3556	세탁업	06_20_01_P	5141000	5141000-205-1994-00004	1994-10-29	<NA>	3	폐업	2	폐업	2021-08-30	<NA>	<NA>	<NA>	054 3827045	9.9	<NA>	대구광역시 군위군 의흥면 읍내리 262-5	대구광역시 군위군 의흥면 읍내길 63	43149	달구벌세탁소	2021-08-30 15:59:19	I	2023-07-01 16:42:10	일반세탁업	354431.053741	298454.611198	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	0	N
3556	3557	세탁업	06_20_01_P	5141000	5141000-205-2009-00001	2009-10-26	<NA>	3	폐업	2	폐업	2023-08-18	<NA>	<NA>	<NA>	054 3823200	22.08	<NA>	대구광역시 군위군 군위읍 동부리 396-6	대구광역시 군위군 군위읍 중앙길 120	43114	서울크리닝	2023-08-18 15:50:09	U	2023-08-20 02:40:00	일반세탁업	340876.847131	305386.496746	일반세탁업	0	<NA>	<NA>	<NA>	<NA>	1	N
3557	3558	세탁업	06_20_01_P	5141000	5141000-205-1987-00005	1987-08-31	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	054 3820750	16.5	<NA>	대구광역시 군위군 군위읍 서부리 406-2	대구광역시 군위군 군위읍 중앙길 89	43115	현대세탁소	2009-04-24 15:04:24	I	2023-07-01 16:42:10	일반세탁업	340756.851659	305096.177214	일반세탁업	0	<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

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number