Overview

Dataset statistics

Number of variables37
Number of observations2755
Missing cells36001
Missing cells (%)35.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory844.9 KiB
Average record size in memory314.0 B

Variable types

Numeric6
Categorical23
Unsupported8

Dataset

Description23년06월_6270000_대구광역시_09_30_12_P_수질오염원설치시설(기타)
Author대구광역시
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000098783&dataSetDetailId=DDI_0000098802&provdMethod=FILE

Alerts

개방서비스명 has constant value "수질오염원설치시설(기타)"Constant
개방서비스아이디 has constant value "09_30_12_P"Constant
환경업무구분명 has constant value "기타수질오염원관리"Constant
배출시설연간가동일수 has constant value "0"Constant
방지시설연간가동일수 has constant value "0"Constant
인허가일자 has a high cardinality: 1457 distinct valuesHigh cardinality
폐업일자 has a high cardinality: 1024 distinct valuesHigh cardinality
소재지전화 has a high cardinality: 2138 distinct valuesHigh cardinality
소재지우편번호 has a high cardinality: 245 distinct valuesHigh cardinality
소재지전체주소 has a high cardinality: 2422 distinct valuesHigh cardinality
도로명전체주소 has a high cardinality: 2344 distinct valuesHigh cardinality
도로명우편번호 has a high cardinality: 635 distinct valuesHigh cardinality
사업장명 has a high cardinality: 2536 distinct valuesHigh cardinality
최종수정시점 has a high cardinality: 2755 distinct valuesHigh cardinality
데이터갱신일자 has a high cardinality: 164 distinct valuesHigh cardinality
데이터갱신구분 is highly imbalanced (60.5%)Imbalance
데이터갱신일자 is highly imbalanced (84.4%)Imbalance
인허가취소일자 has 2755 (100.0%) missing valuesMissing
폐업일자 has 1308 (47.5%) missing valuesMissing
휴업시작일자 has 2755 (100.0%) missing valuesMissing
휴업종료일자 has 2755 (100.0%) missing valuesMissing
재개업일자 has 2755 (100.0%) missing valuesMissing
소재지전화 has 573 (20.8%) missing valuesMissing
소재지면적 has 2755 (100.0%) missing valuesMissing
소재지우편번호 has 2155 (78.2%) missing valuesMissing
소재지전체주소 has 40 (1.5%) missing valuesMissing
도로명전체주소 has 279 (10.1%) missing valuesMissing
도로명우편번호 has 1707 (62.0%) missing valuesMissing
업태구분명 has 2212 (80.3%) missing valuesMissing
좌표정보(X) has 213 (7.7%) missing valuesMissing
좌표정보(Y) has 213 (7.7%) missing valuesMissing
업종구분명 has 2212 (80.3%) missing valuesMissing
종별명 has 2755 (100.0%) missing valuesMissing
주생산품명 has 2723 (98.8%) missing valuesMissing
배출시설조업시간 has 2755 (100.0%) missing valuesMissing
방지시설조업시간 has 2755 (100.0%) missing valuesMissing
사업자등록번호 has 326 (11.8%) missing valuesMissing
번호 has unique valuesUnique
관리번호 has unique valuesUnique
최종수정시점 has unique valuesUnique
인허가취소일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
휴업종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
재개업일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
소재지면적 is an unsupported type, check if it needs cleaning or further analysisUnsupported
종별명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
배출시설조업시간 is an unsupported type, check if it needs cleaning or further analysisUnsupported
방지시설조업시간 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-07-15 13:16:07.057410
Analysis finished2023-07-15 13:16:08.081382
Duration1.02 second
Software versionpandas-profiling v3.6.6
Download configurationconfig.json

Variables

번호
Real number (ℝ)

Distinct2755
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1378
Minimum1
Maximum2755
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:08.397490image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile138.7
Q1689.5
median1378
Q32066.5
95-th percentile2617.3
Maximum2755
Range2754
Interquartile range (IQR)1377

Descriptive statistics

Standard deviation795.44432
Coefficient of variation (CV)0.57724552
Kurtosis-1.2
Mean1378
Median Absolute Deviation (MAD)689
Skewness0
Sum3796390
Variance632731.67
MonotonicityStrictly increasing
2023-07-15T22:16:09.123948image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
11 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%
Other values (2745) 2745
99.6%
ValueCountFrequency (%)
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%
ValueCountFrequency (%)
2755 1
< 0.1%
2754 1
< 0.1%
2753 1
< 0.1%
2752 1
< 0.1%
2751 1
< 0.1%
2750 1
< 0.1%
2749 1
< 0.1%
2748 1
< 0.1%
2747 1
< 0.1%
2746 1
< 0.1%

개방서비스명
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
수질오염원설치시설(기타)
2755 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수질오염원설치시설(기타)
2nd row수질오염원설치시설(기타)
3rd row수질오염원설치시설(기타)
4th row수질오염원설치시설(기타)
5th row수질오염원설치시설(기타)

Common Values

ValueCountFrequency (%)
수질오염원설치시설(기타) 2755
100.0%

Length

2023-07-15T22:16:09.613613image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:09.826330image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
수질오염원설치시설(기타 2755
100.0%

개방서비스아이디
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
09_30_12_P
2755 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row09_30_12_P
2nd row09_30_12_P
3rd row09_30_12_P
4th row09_30_12_P
5th row09_30_12_P

Common Values

ValueCountFrequency (%)
09_30_12_P 2755
100.0%

Length

2023-07-15T22:16:09.984668image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:10.240994image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
09_30_12_p 2755
100.0%

개방자치단체코드
Real number (ℝ)

Distinct8
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3446058.1
Minimum3410000
Maximum3480000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:10.403182image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum3410000
5-th percentile3410000
Q13430000
median3450000
Q33460000
95-th percentile3480000
Maximum3480000
Range70000
Interquartile range (IQR)30000

Descriptive statistics

Standard deviation21661.141
Coefficient of variation (CV)0.0062857738
Kurtosis-1.2024
Mean3446058.1
Median Absolute Deviation (MAD)20000
Skewness-0.23532699
Sum9.49389 × 109
Variance4.6920505 × 108
MonotonicityIncreasing
2023-07-15T22:16:10.624428image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3470000 509
18.5%
3460000 467
17.0%
3450000 443
16.1%
3420000 336
12.2%
3430000 334
12.1%
3410000 299
10.9%
3440000 200
 
7.3%
3480000 167
 
6.1%
ValueCountFrequency (%)
3410000 299
10.9%
3420000 336
12.2%
3430000 334
12.1%
3440000 200
 
7.3%
3450000 443
16.1%
3460000 467
17.0%
3470000 509
18.5%
3480000 167
 
6.1%
ValueCountFrequency (%)
3480000 167
 
6.1%
3470000 509
18.5%
3460000 467
17.0%
3450000 443
16.1%
3440000 200
 
7.3%
3430000 334
12.1%
3420000 336
12.2%
3410000 299
10.9%

관리번호
Real number (ℝ)

Distinct2755
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.1234561 × 1015
Minimum3.4100003 × 1017
Maximum3.4800003 × 1017
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:10.865041image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum3.4100003 × 1017
5-th percentile3.4100003 × 1017
Q13.4300003 × 1017
median3.4500003 × 1017
Q33.4600003 × 1017
95-th percentile3.4800003 × 1017
Maximum3.4800003 × 1017
Range7 × 1015
Interquartile range (IQR)3 × 1015

Descriptive statistics

Standard deviation2.1661141 × 1015
Coefficient of variation (CV)0.69349914
Kurtosis-1.2024
Mean3.1234561 × 1015
Median Absolute Deviation (MAD)2 × 1015
Skewness-0.23532699
Sum8.6051217 × 1018
Variance4.6920505 × 1030
MonotonicityNot monotonic
2023-07-15T22:16:11.169229image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
341000025200300032 1
 
< 0.1%
341000025199800064 1
 
< 0.1%
341000025199800064 1
 
< 0.1%
341000025199800064 1
 
< 0.1%
341000025201000000 1
 
< 0.1%
341000025201100032 1
 
< 0.1%
341000025201000000 1
 
< 0.1%
341000025200100032 1
 
< 0.1%
341000025199800064 1
 
< 0.1%
341000025199800064 1
 
< 0.1%
Other values (2745) 2745
99.6%
ValueCountFrequency (%)
341000025199200000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
341000025199800000 1
< 0.1%
ValueCountFrequency (%)
348000025202300032 1
< 0.1%
348000025202300032 1
< 0.1%
348000025202200000 1
< 0.1%
348000025202200000 1
< 0.1%
348000025202200000 1
< 0.1%
348000025202100032 1
< 0.1%
348000025202100032 1
< 0.1%
348000025202100032 1
< 0.1%
348000025202100032 1
< 0.1%
348000025202100032 1
< 0.1%

인허가일자
Categorical

Distinct1457
Distinct (%)52.9%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
2003-06-17
 
198
2021-06-18
 
38
2021-06-29
 
36
2021-06-30
 
30
2021-06-24
 
28
Other values (1452)
2425 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique1057 ?
Unique (%)38.4%

Sample

1st row2003-07-24
2nd row2010-07-05
3rd row1998-10-09
4th row2003-11-21
5th row2010-11-22

Common Values

ValueCountFrequency (%)
2003-06-17 198
 
7.2%
2021-06-18 38
 
1.4%
2021-06-29 36
 
1.3%
2021-06-30 30
 
1.1%
2021-06-24 28
 
1.0%
2021-06-16 26
 
0.9%
1998-05-19 26
 
0.9%
2021-06-21 23
 
0.8%
2021-06-23 18
 
0.7%
2021-06-08 17
 
0.6%
Other values (1447) 2315
84.0%

Length

2023-07-15T22:16:11.418596image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2003-06-17 198
 
7.2%
2021-06-18 38
 
1.4%
2021-06-29 36
 
1.3%
2021-06-30 30
 
1.1%
2021-06-24 28
 
1.0%
2021-06-16 26
 
0.9%
1998-05-19 26
 
0.9%
2021-06-21 23
 
0.8%
2021-06-23 18
 
0.7%
2021-06-08 17
 
0.6%
Other values (1447) 2315
84.0%

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

영업상태구분코드
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
3
1174 
1
1012 
4
569 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 1174
42.6%
1 1012
36.7%
4 569
20.7%

Length

2023-07-15T22:16:11.606765image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:11.833077image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
3 1174
42.6%
1 1012
36.7%
4 569
20.7%

영업상태명
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
폐업
1174 
영업/정상
1012 
취소/말소/만료/정지/중지
569 

Length

Max length14
Median length5
Mean length5.5803993
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
폐업 1174
42.6%
영업/정상 1012
36.7%
취소/말소/만료/정지/중지 569
20.7%

Length

2023-07-15T22:16:12.030328image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:12.550539image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
폐업 1174
42.6%
영업/정상 1012
36.7%
취소/말소/만료/정지/중지 569
20.7%

상세영업상태코드
Categorical

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
2
1174 
11
1011 
4
569 
3
 
1

Length

Max length2
Median length1
Mean length1.3669691
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 1174
42.6%
11 1011
36.7%
4 569
20.7%
3 1
 
< 0.1%

Length

2023-07-15T22:16:12.797111image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:13.099479image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
2 1174
42.6%
11 1011
36.7%
4 569
20.7%
3 1
 
< 0.1%

상세영업상태명
Categorical

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
폐업
1174 
영업
1011 
폐쇄
569 
재개업
 
1

Length

Max length3
Median length2
Mean length2.000363
Min length2

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
폐업 1174
42.6%
영업 1011
36.7%
폐쇄 569
20.7%
재개업 1
 
< 0.1%

Length

2023-07-15T22:16:13.298218image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:13.517969image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
폐업 1174
42.6%
영업 1011
36.7%
폐쇄 569
20.7%
재개업 1
 
< 0.1%

폐업일자
Categorical

HIGH CARDINALITY  MISSING 

Distinct1024
Distinct (%)70.8%
Missing1308
Missing (%)47.5%
Memory size21.6 KiB
2017-02-21
 
33
2005-05-16
 
24
2009-07-14
 
20
2005-12-16
 
15
2009-04-29
 
12
Other values (1019)
1343 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique813 ?
Unique (%)56.2%

Sample

1st row2011-04-19
2nd row2011-10-21
3rd row2011-08-29
4th row2015-11-20
5th row2019-08-13

Common Values

ValueCountFrequency (%)
2017-02-21 33
 
1.2%
2005-05-16 24
 
0.9%
2009-07-14 20
 
0.7%
2005-12-16 15
 
0.5%
2009-04-29 12
 
0.4%
2005-04-16 12
 
0.4%
2016-03-10 8
 
0.3%
2016-03-03 8
 
0.3%
2005-05-13 8
 
0.3%
2005-05-12 8
 
0.3%
Other values (1014) 1299
47.2%
(Missing) 1308
47.5%

Length

2023-07-15T22:16:13.735308image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2017-02-21 33
 
2.3%
2005-05-16 24
 
1.7%
2009-07-14 20
 
1.4%
2005-12-16 15
 
1.0%
2009-04-29 12
 
0.8%
2005-04-16 12
 
0.8%
2016-03-10 8
 
0.6%
2016-03-03 8
 
0.6%
2005-05-13 8
 
0.6%
2005-05-12 8
 
0.6%
Other values (1014) 1299
89.8%

휴업시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

소재지전화
Categorical

HIGH CARDINALITY  MISSING 

Distinct2138
Distinct (%)98.0%
Missing573
Missing (%)20.8%
Memory size21.6 KiB
053 7618275
 
3
0535933211
 
2
053 782 3190
 
2
0535820338
 
2
053 3117575
 
2
Other values (2133)
2171 

Length

Max length14
Median length13
Mean length10.530706
Min length7

Unique

Unique2095 ?
Unique (%)96.0%

Sample

1st row425-8556
2nd row4239777
3rd row4272333
4th row053-424-4258
5th row7169001

Common Values

ValueCountFrequency (%)
053 7618275 3
 
0.1%
0535933211 2
 
0.1%
053 782 3190 2
 
0.1%
0535820338 2
 
0.1%
053 3117575 2
 
0.1%
0536393380 2
 
0.1%
053-255-2458 2
 
0.1%
4227579 2
 
0.1%
0535885689 2
 
0.1%
053 628 6302 2
 
0.1%
Other values (2128) 2161
78.4%
(Missing) 573
 
20.8%

Length

2023-07-15T22:16:13.986607image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
053 613
 
18.9%
782 12
 
0.4%
651 12
 
0.4%
783 11
 
0.3%
792 10
 
0.3%
8275 9
 
0.3%
471 9
 
0.3%
793 9
 
0.3%
614 9
 
0.3%
794 8
 
0.2%
Other values (2246) 2538
78.3%

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

소재지우편번호
Categorical

HIGH CARDINALITY  MISSING 

Distinct245
Distinct (%)40.8%
Missing2155
Missing (%)78.2%
Memory size21.6 KiB
705-030
 
37
706-170
 
13
704-370
 
10
702-260
 
10
704-340
 
9
Other values (240)
521 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique122 ?
Unique (%)20.3%

Sample

1st row700-440
2nd row700-380
3rd row700-715
4th row700-424
5th row700-440

Common Values

ValueCountFrequency (%)
705-030 37
 
1.3%
706-170 13
 
0.5%
704-370 10
 
0.4%
702-260 10
 
0.4%
704-340 9
 
0.3%
702-020 8
 
0.3%
702-003 8
 
0.3%
706-808 7
 
0.3%
706-220 7
 
0.3%
705-020 7
 
0.3%
Other values (235) 484
 
17.6%
(Missing) 2155
78.2%

Length

2023-07-15T22:16:14.245858image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
705-030 37
 
6.2%
706-170 13
 
2.2%
704-370 10
 
1.7%
702-260 10
 
1.7%
704-340 9
 
1.5%
702-020 8
 
1.3%
702-003 8
 
1.3%
706-820 7
 
1.2%
706-140 7
 
1.2%
701-230 7
 
1.2%
Other values (235) 484
80.7%

소재지전체주소
Categorical

HIGH CARDINALITY  MISSING 

Distinct2422
Distinct (%)89.2%
Missing40
Missing (%)1.5%
Memory size21.6 KiB
대구광역시 수성구 파동 199-2
 
5
대구광역시 달서구 도원동 1436-2
 
5
대구광역시 중구 덕산동 88 메트로센터
 
4
대구광역시 수성구 범어동 177-10
 
4
대구광역시 수성구 범물동 1290
 
4
Other values (2417)
2693 

Length

Max length53
Median length44
Mean length21.481768
Min length13

Unique

Unique2175 ?
Unique (%)80.1%

Sample

1st row대구광역시 중구 동인동1가 195-1
2nd row대구광역시 중구 남산동 2104-3
3rd row대구광역시 중구 공평동 8-2
4th row대구광역시 중구 동인동4가 332
5th row대구광역시 중구 대봉동 128-8 3층

Common Values

ValueCountFrequency (%)
대구광역시 수성구 파동 199-2 5
 
0.2%
대구광역시 달서구 도원동 1436-2 5
 
0.2%
대구광역시 중구 덕산동 88 메트로센터 4
 
0.1%
대구광역시 수성구 범어동 177-10 4
 
0.1%
대구광역시 수성구 범물동 1290 4
 
0.1%
대구광역시 북구 복현동 479-4 4
 
0.1%
대구광역시 달성군 다사읍 매곡리 1546-13 3
 
0.1%
대구광역시 달성군 화원읍 천내리 40-8 3
 
0.1%
대구광역시 서구 비산동 579-3 3
 
0.1%
대구광역시 서구 이현동 34 3
 
0.1%
Other values (2412) 2677
97.2%
(Missing) 40
 
1.5%

Length

2023-07-15T22:16:14.509605image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대구광역시 2715
23.0%
달서구 503
 
4.3%
수성구 463
 
3.9%
북구 443
 
3.7%
동구 331
 
2.8%
서구 318
 
2.7%
중구 298
 
2.5%
남구 193
 
1.6%
달성군 166
 
1.4%
대명동 133
 
1.1%
Other values (2787) 6253
52.9%

도로명전체주소
Categorical

HIGH CARDINALITY  MISSING 

Distinct2344
Distinct (%)94.7%
Missing279
Missing (%)10.1%
Memory size21.6 KiB
대구광역시 동구 아양로 61 (신암동)
 
4
대구광역시 수성구 파동로 106 (파동)
 
4
대구광역시 수성구 범안로 98 (범물동)
 
3
대구광역시 달성군 화원읍 비슬로 2585
 
3
대구광역시 중구 동덕로 125 (삼덕동2가)
 
3
Other values (2339)
2459 

Length

Max length55
Median length51
Mean length26.168821
Min length20

Unique

Unique2222 ?
Unique (%)89.7%

Sample

1st row대구광역시 중구 태평로 241-1 (동인동1가)
2nd row대구광역시 중구 명덕로 221 (남산동)
3rd row대구광역시 중구 국채보상로 621 (공평동)
4th row대구광역시 중구 국채보상로 724 (동인동4가)
5th row대구광역시 중구 대봉로 200 (대봉동,3층)

Common Values

ValueCountFrequency (%)
대구광역시 동구 아양로 61 (신암동) 4
 
0.1%
대구광역시 수성구 파동로 106 (파동) 4
 
0.1%
대구광역시 수성구 범안로 98 (범물동) 3
 
0.1%
대구광역시 달성군 화원읍 비슬로 2585 3
 
0.1%
대구광역시 중구 동덕로 125 (삼덕동2가) 3
 
0.1%
대구광역시 달성군 다사읍 달구벌대로 877 3
 
0.1%
대구광역시 수성구 달구벌대로 2395 (범어동) 3
 
0.1%
대구광역시 수성구 동대구로 330 (범어동) 3
 
0.1%
대구광역시 수성구 명덕로 422 (수성동2가) 2
 
0.1%
대구광역시 수성구 달구벌대로528길 6 (만촌동) 2
 
0.1%
Other values (2334) 2446
88.8%
(Missing) 279
 
10.1%

Length

2023-07-15T22:16:14.844929image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대구광역시 2476
 
18.7%
달서구 437
 
3.3%
수성구 437
 
3.3%
북구 404
 
3.0%
동구 317
 
2.4%
서구 294
 
2.2%
중구 272
 
2.1%
달구벌대로 210
 
1.6%
남구 179
 
1.4%
달성군 136
 
1.0%
Other values (2124) 8089
61.0%

도로명우편번호
Categorical

HIGH CARDINALITY  MISSING 

Distinct635
Distinct (%)60.6%
Missing1707
Missing (%)62.0%
Memory size21.6 KiB
42699
 
11
706-170
 
9
41701
 
9
41423
 
9
41965
 
8
Other values (630)
1002 

Length

Max length7
Median length5
Mean length5.5667939
Min length5

Unique

Unique394 ?
Unique (%)37.6%

Sample

1st row700-847
2nd row700-802
3rd row41908
4th row41937
5th row700-809

Common Values

ValueCountFrequency (%)
42699 11
 
0.4%
706-170 9
 
0.3%
41701 9
 
0.3%
41423 9
 
0.3%
41965 8
 
0.3%
41078 7
 
0.3%
704-190 7
 
0.3%
42760 7
 
0.3%
706-803 6
 
0.2%
41503 5
 
0.2%
Other values (625) 970
35.2%
(Missing) 1707
62.0%

Length

2023-07-15T22:16:15.116812image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
42699 11
 
1.0%
41701 9
 
0.9%
41423 9
 
0.9%
706-170 9
 
0.9%
41965 8
 
0.8%
41078 7
 
0.7%
704-190 7
 
0.7%
42760 7
 
0.7%
706-803 6
 
0.6%
42620 5
 
0.5%
Other values (625) 970
92.6%

사업장명
Categorical

Distinct2536
Distinct (%)92.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
신세계연합의원
 
5
제일내과의원
 
5
늘푸른의원
 
5
삼성내과의원
 
4
김일봉내과의원
 
4
Other values (2531)
2732 

Length

Max length24
Median length21
Mean length7.492922
Min length1

Unique

Unique2351 ?
Unique (%)85.3%

Sample

1st row제일정형외과의원
2nd row타임기획
3rd row최정현내과의원
4th row동인동물병원
5th row나온그래픽출력센타

Common Values

ValueCountFrequency (%)
신세계연합의원 5
 
0.2%
제일내과의원 5
 
0.2%
늘푸른의원 5
 
0.2%
삼성내과의원 4
 
0.1%
김일봉내과의원 4
 
0.1%
아뜨레 4
 
0.1%
우리연합의원 4
 
0.1%
연세연합의원 4
 
0.1%
동산내과 4
 
0.1%
태극자동차공업사 3
 
0.1%
Other values (2526) 2713
98.5%

Length

2023-07-15T22:16:15.375498image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
안경원 24
 
0.8%
주식회사 12
 
0.4%
으뜸플러스안경 12
 
0.4%
아이젠트리 10
 
0.3%
안경 10
 
0.3%
상인점 9
 
0.3%
의료법인 8
 
0.3%
무극안경콘택트 8
 
0.3%
안경명가 8
 
0.3%
내과의원 7
 
0.2%
Other values (2638) 3003
96.5%

최종수정시점
Categorical

HIGH CARDINALITY  UNIQUE 

Distinct2755
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
2011-04-19 15:07:36
 
1
2013-06-17 16:23:08
 
1
2018-04-11 11:44:52
 
1
2011-08-29 15:44:17
 
1
2015-11-20 17:39:22
 
1
Other values (2750)
2750 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique2755 ?
Unique (%)100.0%

Sample

1st row2011-04-19 15:07:36
2nd row2011-10-21 11:15:30
3rd row2011-08-29 15:44:17
4th row2015-11-20 17:39:22
5th row2019-08-14 08:29:21

Common Values

ValueCountFrequency (%)
2011-04-19 15:07:36 1
 
< 0.1%
2013-06-17 16:23:08 1
 
< 0.1%
2018-04-11 11:44:52 1
 
< 0.1%
2011-08-29 15:44:17 1
 
< 0.1%
2015-11-20 17:39:22 1
 
< 0.1%
2019-08-14 08:29:21 1
 
< 0.1%
2012-05-11 14:37:03 1
 
< 0.1%
2016-12-20 09:48:00 1
 
< 0.1%
2018-08-09 17:45:50 1
 
< 0.1%
2015-12-10 09:23:28 1
 
< 0.1%
Other values (2745) 2745
99.6%

Length

2023-07-15T22:16:15.621310image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2021-06-26 54
 
1.0%
2012-04-30 47
 
0.9%
2021-06-29 32
 
0.6%
2017-02-27 32
 
0.6%
2007-12-12 30
 
0.5%
2021-06-18 27
 
0.5%
2021-06-16 25
 
0.5%
2021-06-30 24
 
0.4%
2005-01-24 24
 
0.4%
2021-06-24 23
 
0.4%
Other values (4091) 5192
94.2%

데이터갱신구분
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
I
2540 
U
 
215

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
I 2540
92.2%
U 215
 
7.8%

Length

2023-07-15T22:16:15.832615image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:16.057580image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
i 2540
92.2%
u 215
 
7.8%

데이터갱신일자
Categorical

HIGH CARDINALITY  IMBALANCE 

Distinct164
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
2021-12-16 00:22:43
2480 
2022-09-28 02:40:00
 
24
2022-03-04 02:40:00
 
15
2022-10-27 02:40:00
 
7
2022-10-31 02:40:00
 
6
Other values (159)
 
223

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique117 ?
Unique (%)4.2%

Sample

1st row2021-12-16 00:22:43
2nd row2021-12-16 00:22:43
3rd row2021-12-16 00:22:43
4th row2021-12-16 00:22:43
5th row2021-12-16 00:22:43

Common Values

ValueCountFrequency (%)
2021-12-16 00:22:43 2480
90.0%
2022-09-28 02:40:00 24
 
0.9%
2022-03-04 02:40:00 15
 
0.5%
2022-10-27 02:40:00 7
 
0.3%
2022-10-31 02:40:00 6
 
0.2%
2023-03-24 02:40:00 5
 
0.2%
2022-11-06 02:40:00 5
 
0.2%
2022-12-28 02:40:00 4
 
0.1%
2021-12-07 00:22:43 4
 
0.1%
2022-11-02 02:40:00 4
 
0.1%
Other values (154) 201
 
7.3%

Length

2023-07-15T22:16:16.224826image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
00:22:43 2489
45.2%
2021-12-16 2480
45.0%
02:40:00 214
 
3.9%
2022-09-28 27
 
0.5%
2022-03-04 15
 
0.3%
2022-10-27 7
 
0.1%
2022-10-31 6
 
0.1%
2023-03-24 6
 
0.1%
2022-12-28 6
 
0.1%
2022-11-06 5
 
0.1%
Other values (168) 255
 
4.6%

업태구분명
Categorical

Distinct36
Distinct (%)6.6%
Missing2212
Missing (%)80.3%
Memory size21.6 KiB
사진 처리업
223 
일반 의원
98 
자동차 수리업
54 
자동차 종합 수리업
48 
의원
33 
Other values (31)
87 

Length

Max length22
Median length18
Mean length6.2928177
Min length2

Unique

Unique19 ?
Unique (%)3.5%

Sample

1st row의원
2nd row의원
3rd row사진 처리업
4th row상업용 사진 촬영업
5th row사진 처리업

Common Values

ValueCountFrequency (%)
사진 처리업 223
 
8.1%
일반 의원 98
 
3.6%
자동차 수리업 54
 
2.0%
자동차 종합 수리업 48
 
1.7%
의원 33
 
1.2%
의료업 19
 
0.7%
일반 병원 13
 
0.5%
사진 촬영 및 처리업 10
 
0.4%
사진촬영 및 처리업 5
 
0.2%
안경 소매업 4
 
0.1%
Other values (26) 36
 
1.3%
(Missing) 2212
80.3%

Length

2023-07-15T22:16:16.468945image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
처리업 238
20.8%
사진 234
20.4%
의원 132
11.5%
일반 111
9.7%
수리업 111
9.7%
자동차 110
9.6%
종합 51
 
4.5%
및 27
 
2.4%
의료업 20
 
1.7%
병원 18
 
1.6%
Other values (51) 94
 
8.2%

좌표정보(X)
Real number (ℝ)

Distinct2116
Distinct (%)83.2%
Missing213
Missing (%)7.7%
Infinite0
Infinite (%)0.0%
Mean343093.56
Minimum325794.45
Maximum357183
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:16.763672image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum325794.45
5-th percentile334999.87
Q1339625.47
median343222.69
Q3346124.65
95-th percentile354144.98
Maximum357183
Range31388.559
Interquartile range (IQR)6499.1823

Descriptive statistics

Standard deviation5350.1262
Coefficient of variation (CV)0.015593782
Kurtosis0.39977407
Mean343093.56
Median Absolute Deviation (MAD)3375.8365
Skewness0.11678174
Sum8.7214382 × 108
Variance28623851
MonotonicityNot monotonic
2023-07-15T22:16:17.060808image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
345383.64932829 6
 
0.2%
343820.407679695 5
 
0.2%
346729.811075292 5
 
0.2%
338785.053764418 5
 
0.2%
346082.249708365 5
 
0.2%
345387.055811851 4
 
0.1%
346361.768654192 4
 
0.1%
346914.592107363 4
 
0.1%
348109.858023004 4
 
0.1%
338508.039690504 4
 
0.1%
Other values (2106) 2496
90.6%
(Missing) 213
 
7.7%
ValueCountFrequency (%)
325794.446225464 1
< 0.1%
326080.988011702 1
< 0.1%
326149.091522278 1
< 0.1%
326150.463389634 1
< 0.1%
326213.353192051 1
< 0.1%
326270.693435015 1
< 0.1%
326347.929006357 1
< 0.1%
326564.176316699 1
< 0.1%
327016.237007956 2
0.1%
327479.242965061 1
< 0.1%
ValueCountFrequency (%)
357183.00490047 1
< 0.1%
356393.204312023 1
< 0.1%
356288.780361138 1
< 0.1%
356199.413439398 1
< 0.1%
356129.784534988 1
< 0.1%
356129.092553448 1
< 0.1%
356044.071074458 1
< 0.1%
355939.362329351 1
< 0.1%
355865.611497639 1
< 0.1%
355857.357218327 1
< 0.1%

좌표정보(Y)
Real number (ℝ)

Distinct2116
Distinct (%)83.2%
Missing213
Missing (%)7.7%
Infinite0
Infinite (%)0.0%
Mean263481.3
Minimum238772.41
Maximum278013.82
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:17.463206image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum238772.41
5-th percentile257694.55
Q1261368.33
median263679.32
Q3265486.15
95-th percentile270553.53
Maximum278013.82
Range39241.414
Interquartile range (IQR)4117.8258

Descriptive statistics

Standard deviation4052.1351
Coefficient of variation (CV)0.015379213
Kurtosis5.3362157
Mean263481.3
Median Absolute Deviation (MAD)2119.1558
Skewness-1.0483469
Sum6.6976946 × 108
Variance16419799
MonotonicityNot monotonic
2023-07-15T22:16:17.775942image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
267901.294823368 6
 
0.2%
264018.876070282 5
 
0.2%
263222.509613105 5
 
0.2%
257426.099460949 5
 
0.2%
258226.047452251 5
 
0.2%
262779.774088701 4
 
0.1%
266989.650065081 4
 
0.1%
263414.138824691 4
 
0.1%
259112.690055092 4
 
0.1%
258645.860959228 4
 
0.1%
Other values (2106) 2496
90.6%
(Missing) 213
 
7.7%
ValueCountFrequency (%)
238772.407350058 1
< 0.1%
240482.499847429 1
< 0.1%
240739.938522968 1
< 0.1%
240809.724831548 1
< 0.1%
241553.313893522 1
< 0.1%
241564.505934985 1
< 0.1%
243219.427768462 1
< 0.1%
244601.257372201 1
< 0.1%
244685.259862852 1
< 0.1%
244701.640929869 1
< 0.1%
ValueCountFrequency (%)
278013.821040369 1
 
< 0.1%
273568.291420825 1
 
< 0.1%
273232.996437307 1
 
< 0.1%
273154.517512889 1
 
< 0.1%
273091.517031933 1
 
< 0.1%
272947.055085736 1
 
< 0.1%
272946.411515988 1
 
< 0.1%
272770.780663023 1
 
< 0.1%
272754.669975115 1
 
< 0.1%
272735.675659876 3
0.1%

환경업무구분명
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
기타수질오염원관리
2755 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
기타수질오염원관리 2755
100.0%

Length

2023-07-15T22:16:18.055127image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:18.604928image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
기타수질오염원관리 2755
100.0%

업종구분명
Categorical

Distinct36
Distinct (%)6.6%
Missing2212
Missing (%)80.3%
Memory size21.6 KiB
사진 처리업
223 
일반 의원
98 
자동차 수리업
54 
자동차 종합 수리업
48 
의원
33 
Other values (31)
87 

Length

Max length22
Median length18
Mean length6.2928177
Min length2

Unique

Unique19 ?
Unique (%)3.5%

Sample

1st row의원
2nd row의원
3rd row사진 처리업
4th row상업용 사진 촬영업
5th row사진 처리업

Common Values

ValueCountFrequency (%)
사진 처리업 223
 
8.1%
일반 의원 98
 
3.6%
자동차 수리업 54
 
2.0%
자동차 종합 수리업 48
 
1.7%
의원 33
 
1.2%
의료업 19
 
0.7%
일반 병원 13
 
0.5%
사진 촬영 및 처리업 10
 
0.4%
사진촬영 및 처리업 5
 
0.2%
안경 소매업 4
 
0.1%
Other values (26) 36
 
1.3%
(Missing) 2212
80.3%

Length

2023-07-15T22:16:18.821103image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
처리업 238
20.8%
사진 234
20.4%
의원 132
11.5%
일반 111
9.7%
수리업 111
9.7%
자동차 110
9.6%
종합 51
 
4.5%
및 27
 
2.4%
의료업 20
 
1.7%
병원 18
 
1.6%
Other values (51) 94
 
8.2%

종별명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

주생산품명
Categorical

Distinct20
Distinct (%)62.5%
Missing2723
Missing (%)98.8%
Memory size21.6 KiB
자동차정비
6 
수리된 자동차
3 
고철
2 
자동차 정비
2 
수리된자동차
2 
Other values (15)
17 

Length

Max length9
Median length7
Mean length5.15625
Min length2

Unique

Unique13 ?
Unique (%)40.6%

Sample

1st row자동차종합수리
2nd row고철
3rd row고철
4th row자동차 정비
5th row자동차도장

Common Values

ValueCountFrequency (%)
자동차정비 6
 
0.2%
수리된 자동차 3
 
0.1%
고철 2
 
0.1%
자동차 정비 2
 
0.1%
수리된자동차 2
 
0.1%
안경렌즈 2
 
0.1%
자동차수리 2
 
0.1%
자동차수선업 1
 
< 0.1%
자동차도장 1
 
< 0.1%
정비된 차량 1
 
< 0.1%
Other values (10) 10
 
0.4%
(Missing) 2723
98.8%

Length

2023-07-15T22:16:19.110578image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
자동차정비 6
15.0%
자동차 5
12.5%
수리된 4
 
10.0%
정비 3
 
7.5%
고철 2
 
5.0%
수리된자동차 2
 
5.0%
안경렌즈 2
 
5.0%
자동차수리 2
 
5.0%
지게차수리 1
 
2.5%
의료 1
 
2.5%
Other values (12) 12
30.0%

배출시설조업시간
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

배출시설연간가동일수
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
0
2755 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 2755
100.0%

Length

2023-07-15T22:16:19.433346image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:19.703438image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
0 2755
100.0%

방지시설조업시간
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2755
Missing (%)100.0%
Memory size24.3 KiB

방지시설연간가동일수
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size21.6 KiB
0
2755 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 2755
100.0%

Length

2023-07-15T22:16:19.950550image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:16:20.196187image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
0 2755
100.0%

사업자등록번호
Real number (ℝ)

Distinct2287
Distinct (%)94.2%
Missing326
Missing (%)11.8%
Infinite0
Infinite (%)0.0%
Mean5.0123559 × 109
Minimum5.2961014 × 108
Maximum8.9915009 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size24.3 KiB
2023-07-15T22:16:20.435464image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum5.2961014 × 108
5-th percentile3.0353618 × 109
Q15.0290727 × 109
median5.039148 × 109
Q35.1403824 × 109
95-th percentile6.1994803 × 109
Maximum8.9915009 × 109
Range8.4618908 × 109
Interquartile range (IQR)1.1130973 × 108

Descriptive statistics

Standard deviation9.6992822 × 108
Coefficient of variation (CV)0.19350745
Kurtosis7.498203
Mean5.0123559 × 109
Median Absolute Deviation (MAD)10934489
Skewness-0.55981583
Sum1.2175013 × 1013
Variance9.4076076 × 1017
MonotonicityNot monotonic
2023-07-15T22:16:20.719727image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5148144485 6
 
0.2%
5038126056 5
 
0.2%
5029603637 4
 
0.1%
8338702544 3
 
0.1%
5028619784 3
 
0.1%
4304300926 3
 
0.1%
5149604298 3
 
0.1%
5029081795 3
 
0.1%
5141455694 2
 
0.1%
5029144929 2
 
0.1%
Other values (2277) 2395
86.9%
(Missing) 326
 
11.8%
ValueCountFrequency (%)
529610138 1
< 0.1%
1012677501 1
< 0.1%
1041120376 1
< 0.1%
1042377789 1
< 0.1%
1063698096 1
< 0.1%
1068113006 1
< 0.1%
1073617418 1
< 0.1%
1089129099 1
< 0.1%
1091707671 1
< 0.1%
1099666020 1
< 0.1%
ValueCountFrequency (%)
8991500914 1
< 0.1%
8975000578 1
< 0.1%
8971400662 1
< 0.1%
8943900502 1
< 0.1%
8912400208 1
< 0.1%
8858601156 1
< 0.1%
8833900934 1
< 0.1%
8833001100 1
< 0.1%
8828501316 1
< 0.1%
8780702356 1
< 0.1%

Sample

번호개방서비스명개방서비스아이디개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)환경업무구분명업종구분명종별명주생산품명배출시설조업시간배출시설연간가동일수방지시설조업시간방지시설연간가동일수사업자등록번호
01수질오염원설치시설(기타)09_30_12_P34100003410000252003000492003-07-24<NA>3폐업2폐업2011-04-19<NA><NA><NA>425-8556<NA><NA>대구광역시 중구 동인동1가 195-1대구광역시 중구 태평로 241-1 (동인동1가)<NA>제일정형외과의원2011-04-19 15:07:36I2021-12-16 00:22:43<NA>344783.369277264848.40658기타수질오염원관리<NA><NA><NA><NA>0<NA>0<NA>
12수질오염원설치시설(기타)09_30_12_P34100003410000252010000052010-07-05<NA>3폐업2폐업2011-10-21<NA><NA><NA>4239777<NA><NA>대구광역시 중구 남산동 2104-3대구광역시 중구 명덕로 221 (남산동)<NA>타임기획2011-10-21 11:15:30I2021-12-16 00:22:43<NA>343943.116942263037.972531기타수질오염원관리<NA><NA><NA><NA>0<NA>05041897230
23수질오염원설치시설(기타)09_30_12_P34100003410000251998000591998-10-09<NA>3폐업2폐업2011-08-29<NA><NA><NA>4272333<NA><NA>대구광역시 중구 공평동 8-2대구광역시 중구 국채보상로 621 (공평동)<NA>최정현내과의원2011-08-29 15:44:17I2021-12-16 00:22:43<NA>344324.266468264548.650132기타수질오염원관리<NA><NA><NA><NA>0<NA>05019617967
34수질오염원설치시설(기타)09_30_12_P34100003410000251998000602003-11-21<NA>3폐업2폐업2015-11-20<NA><NA><NA>053-424-4258<NA><NA>대구광역시 중구 동인동4가 332대구광역시 중구 국채보상로 724 (동인동4가)700-847동인동물병원2015-11-20 17:39:22I2021-12-16 00:22:43<NA>345305.717666264336.799703기타수질오염원관리<NA><NA><NA><NA>0<NA>05041433107
45수질오염원설치시설(기타)09_30_12_P34100003410000252010000072010-11-22<NA>3폐업2폐업2019-08-13<NA><NA><NA>7169001<NA><NA>대구광역시 중구 대봉동 128-8 3층대구광역시 중구 대봉로 200 (대봉동,3층)<NA>나온그래픽출력센타2019-08-14 08:29:21I2021-12-16 00:22:43<NA>344683.360059263011.525066기타수질오염원관리<NA><NA><NA><NA>0<NA>05042458685
56수질오염원설치시설(기타)09_30_12_P34100003410000252011000012011-04-08<NA>3폐업2폐업2012-05-11<NA><NA><NA>0539437585<NA><NA>대구광역시 중구 남산동 925-2대구광역시 중구 중앙대로 359 (남산동)<NA>맥이비인후과의원2012-05-11 14:37:03I2021-12-16 00:22:43<NA>343798.778761263938.229879기타수질오염원관리<NA><NA><NA><NA>0<NA>05049183345
67수질오염원설치시설(기타)09_30_12_P34100003410000252010000032010-04-26<NA>3폐업2폐업2016-12-20<NA><NA><NA>4271130<NA><NA>대구광역시 중구 대봉동 127-23대구광역시 중구 동덕로 17 (대봉동)<NA>예림스튜디오2016-12-20 09:48:00I2021-12-16 00:22:43<NA>344835.286978263026.927145기타수질오염원관리<NA><NA><NA><NA>0<NA>0<NA>
78수질오염원설치시설(기타)09_30_12_P34100003410000252001000092001-11-07<NA>3폐업2폐업2018-08-09<NA><NA><NA>2549029<NA><NA>대구광역시 중구 남산동 579-17대구광역시 중구 명륜로 44-4 (남산동)<NA>대보사진관2018-08-09 17:45:50I2021-12-16 00:22:43<NA>343499.011352263663.108729기타수질오염원관리<NA><NA><NA><NA>0<NA>05013522979
89수질오염원설치시설(기타)09_30_12_P34100003410000251998000531998-10-10<NA>3폐업2폐업2015-12-09<NA><NA><NA>053 4268563<NA><NA>대구광역시 중구 남산동 687-23대구광역시 중구 명륜로23길 17 (남산동)700-802뿌리기획2015-12-10 09:23:28I2021-12-16 00:22:43<NA>344075.307712263467.060784기타수질오염원관리<NA><NA><NA><NA>0<NA>05010835838
910수질오염원설치시설(기타)09_30_12_P34100003410000251998000541998-07-30<NA>3폐업2폐업2013-06-17<NA><NA><NA>2553837<NA><NA>대구광역시 중구 남산동 284-4대구광역시 중구 재마루길 9 (남산동)<NA>고려2013-06-17 16:23:08I2021-12-16 00:22:43<NA>343302.559178263996.106492기타수질오염원관리<NA><NA><NA><NA>0<NA>05042555766
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27522753수질오염원설치시설(기타)09_30_12_P34800003480000252008000072008-11-11<NA>1영업/정상11영업<NA><NA><NA><NA>6154997<NA><NA>대구광역시 달성군 논공읍 북리 803-179대구광역시 달성군 논공읍 논공로 760<NA>최도희소아과의원2008-11-11 17:40:22I2021-12-16 00:22:43<NA>330572.016095248653.907643기타수질오염원관리<NA><NA><NA><NA>0<NA>05149028060
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27542755수질오염원설치시설(기타)09_30_12_P34800003480000252011000042011-04-08<NA>1영업/정상11영업<NA><NA><NA><NA>585-5566<NA><NA>대구광역시 달성군 다사읍 매곡리 1546-15대구광역시 달성군 다사읍 달구벌대로 881<NA>전앤서대실마취통증의학과의원2015-01-23 11:29:47I2021-12-16 00:22:43<NA>332360.822857262966.070681기타수질오염원관리<NA><NA><NA><NA>0<NA>05149134991