Overview

Dataset statistics

Number of variables37
Number of observations5134
Missing cells48358
Missing cells (%)25.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 MiB
Average record size in memory313.0 B

Variable types

Numeric10
Categorical22
Unsupported5

Dataset

Description23년06월_6270000_대구광역시_09_30_08_P_대기오염물질배출시설설치사업장
Author대구광역시
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000098783&dataSetDetailId=DDI_0000098809&provdMethod=FILE

Alerts

개방서비스명 has constant value "대기오염물질배출시설설치사업장"Constant
개방서비스아이디 has constant value "09_30_08_P"Constant
환경업무구분명 has constant value "대기배출업소관리"Constant
인허가일자 has a high cardinality: 3287 distinct valuesHigh cardinality
폐업일자 has a high cardinality: 1539 distinct valuesHigh cardinality
소재지전화 has a high cardinality: 4185 distinct valuesHigh cardinality
소재지우편번호 has a high cardinality: 131 distinct valuesHigh cardinality
소재지전체주소 has a high cardinality: 4066 distinct valuesHigh cardinality
도로명전체주소 has a high cardinality: 3392 distinct valuesHigh cardinality
도로명우편번호 has a high cardinality: 371 distinct valuesHigh cardinality
사업장명 has a high cardinality: 4364 distinct valuesHigh cardinality
최종수정시점 has a high cardinality: 5133 distinct valuesHigh cardinality
데이터갱신일자 has a high cardinality: 909 distinct valuesHigh cardinality
업태구분명 has a high cardinality: 454 distinct valuesHigh cardinality
업종구분명 has a high cardinality: 454 distinct valuesHigh cardinality
주생산품명 has a high cardinality: 938 distinct valuesHigh cardinality
인허가취소일자 has 5134 (100.0%) missing valuesMissing
폐업일자 has 2605 (50.7%) missing valuesMissing
휴업시작일자 has 5134 (100.0%) missing valuesMissing
휴업종료일자 has 5134 (100.0%) missing valuesMissing
재개업일자 has 5134 (100.0%) missing valuesMissing
소재지전화 has 646 (12.6%) missing valuesMissing
소재지면적 has 5134 (100.0%) missing valuesMissing
소재지우편번호 has 3962 (77.2%) missing valuesMissing
소재지전체주소 has 117 (2.3%) missing valuesMissing
도로명전체주소 has 1198 (23.3%) missing valuesMissing
도로명우편번호 has 3155 (61.5%) missing valuesMissing
업태구분명 has 1671 (32.5%) missing valuesMissing
좌표정보(X) has 1098 (21.4%) missing valuesMissing
좌표정보(Y) has 1098 (21.4%) missing valuesMissing
업종구분명 has 1671 (32.5%) missing valuesMissing
종별명 has 175 (3.4%) missing valuesMissing
주생산품명 has 3610 (70.3%) missing valuesMissing
배출시설조업시간 has 66 (1.3%) missing valuesMissing
방지시설조업시간 has 456 (8.9%) missing valuesMissing
사업자등록번호 has 1160 (22.6%) missing valuesMissing
배출시설조업시간 is highly skewed (γ1 = 44.3440325)Skewed
번호 has unique valuesUnique
관리번호 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
배출시설조업시간 has 1523 (29.7%) zerosZeros
배출시설연간가동일수 has 1609 (31.3%) zerosZeros
방지시설조업시간 has 1550 (30.2%) zerosZeros
방지시설연간가동일수 has 1977 (38.5%) zerosZeros

Reproduction

Analysis started2023-07-15 13:18:38.554718
Analysis finished2023-07-15 13:18:40.196485
Duration1.64 second
Software versionpandas-profiling v3.6.6
Download configurationconfig.json

Variables

번호
Real number (ℝ)

Distinct5134
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2567.5
Minimum1
Maximum5134
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:40.321151image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile257.65
Q11284.25
median2567.5
Q33850.75
95-th percentile4877.35
Maximum5134
Range5133
Interquartile range (IQR)2566.5

Descriptive statistics

Standard deviation1482.2025
Coefficient of variation (CV)0.57729405
Kurtosis-1.2
Mean2567.5
Median Absolute Deviation (MAD)1283.5
Skewness0
Sum13181545
Variance2196924.2
MonotonicityStrictly increasing
2023-07-15T22:18:40.638675image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
322 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%
20 1
 
< 0.1%
Other values (5124) 5124
99.8%
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 (%)
5134 1
< 0.1%
5133 1
< 0.1%
5132 1
< 0.1%
5131 1
< 0.1%
5130 1
< 0.1%
5129 1
< 0.1%
5128 1
< 0.1%
5127 1
< 0.1%
5126 1
< 0.1%
5125 1
< 0.1%

개방서비스명
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
대기오염물질배출시설설치사업장
5134 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대기오염물질배출시설설치사업장 5134
100.0%

Length

2023-07-15T22:18:40.923515image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:41.158996image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
대기오염물질배출시설설치사업장 5134
100.0%

개방서비스아이디
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
09_30_08_P
5134 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row09_30_08_P
2nd row09_30_08_P
3rd row09_30_08_P
4th row09_30_08_P
5th row09_30_08_P

Common Values

ValueCountFrequency (%)
09_30_08_P 5134
100.0%

Length

2023-07-15T22:18:41.392313image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:41.632308image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
09_30_08_p 5134
100.0%

개방자치단체코드
Real number (ℝ)

Distinct8
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3455311.6
Minimum3410000
Maximum3480000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:41.784804image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum3410000
5-th percentile3430000
Q13430000
median3450000
Q33470000
95-th percentile3480000
Maximum3480000
Range70000
Interquartile range (IQR)40000

Descriptive statistics

Standard deviation19052.418
Coefficient of variation (CV)0.0055139506
Kurtosis-1.1332373
Mean3455311.6
Median Absolute Deviation (MAD)20000
Skewness-0.36356114
Sum1.773957 × 1010
Variance3.6299462 × 108
MonotonicityIncreasing
2023-07-15T22:18:41.980461image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3470000 1599
31.1%
3450000 1330
25.9%
3430000 1089
21.2%
3480000 772
15.0%
3420000 174
 
3.4%
3460000 106
 
2.1%
3410000 43
 
0.8%
3440000 21
 
0.4%
ValueCountFrequency (%)
3410000 43
 
0.8%
3420000 174
 
3.4%
3430000 1089
21.2%
3440000 21
 
0.4%
3450000 1330
25.9%
3460000 106
 
2.1%
3470000 1599
31.1%
3480000 772
15.0%
ValueCountFrequency (%)
3480000 772
15.0%
3470000 1599
31.1%
3460000 106
 
2.1%
3450000 1330
25.9%
3440000 21
 
0.4%
3430000 1089
21.2%
3420000 174
 
3.4%
3410000 43
 
0.8%

관리번호
Real number (ℝ)

Distinct5134
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.9791152 × 1014
Minimum3.4100002 × 1017
Maximum3.4800002 × 1017
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:42.262456image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum3.4100002 × 1017
5-th percentile3.4300002 × 1017
Q13.4300002 × 1017
median3.4500002 × 1017
Q33.4700002 × 1017
95-th percentile3.4800002 × 1017
Maximum3.4800002 × 1017
Range7 × 1015
Interquartile range (IQR)4 × 1015

Descriptive statistics

Standard deviation1.9052418 × 1015
Coefficient of variation (CV)3.1864945
Kurtosis-1.1332373
Mean5.9791152 × 1014
Median Absolute Deviation (MAD)2 × 1015
Skewness-0.36356114
Sum3.0696778 × 1018
Variance3.6299462 × 1030
MonotonicityNot monotonic
2023-07-15T22:18:42.553692image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
341000021202200000 1
 
< 0.1%
343000021201500032 1
 
< 0.1%
341000021202100032 1
 
< 0.1%
341000021202000000 1
 
< 0.1%
341000021202200000 1
 
< 0.1%
341000021202200000 1
 
< 0.1%
341000021202100032 1
 
< 0.1%
341000021201500032 1
 
< 0.1%
341000021201500032 1
 
< 0.1%
341000021200400000 1
 
< 0.1%
Other values (5124) 5124
99.8%
ValueCountFrequency (%)
341000021200400000 1
< 0.1%
341000021200400000 1
< 0.1%
341000021200700032 1
< 0.1%
341000021201400000 1
< 0.1%
341000021201500032 1
< 0.1%
341000021201500032 1
< 0.1%
341000021201500032 1
< 0.1%
341000021201500032 1
< 0.1%
341000021201500032 1
< 0.1%
341000021201500032 1
< 0.1%
ValueCountFrequency (%)
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%
348000021202300032 1
< 0.1%

인허가일자
Categorical

Distinct3287
Distinct (%)64.0%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
1901-01-01
 
100
2004-07-01
 
76
2004-07-02
 
48
1984-02-10
 
41
2004-06-21
 
36
Other values (3282)
4833 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique2394 ?
Unique (%)46.6%

Sample

1st row2022-04-11
2nd row2015-12-07
3rd row2021-11-17
4th row2020-06-25
5th row2022-12-02

Common Values

ValueCountFrequency (%)
1901-01-01 100
 
1.9%
2004-07-01 76
 
1.5%
2004-07-02 48
 
0.9%
1984-02-10 41
 
0.8%
2004-06-21 36
 
0.7%
2004-06-28 25
 
0.5%
2004-06-30 24
 
0.5%
2012-03-22 23
 
0.4%
1994-04-27 16
 
0.3%
2004-06-03 13
 
0.3%
Other values (3277) 4732
92.2%

Length

2023-07-15T22:18:42.827339image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1901-01-01 100
 
1.9%
2004-07-01 76
 
1.5%
2004-07-02 48
 
0.9%
1984-02-10 41
 
0.8%
2004-06-21 36
 
0.7%
2004-06-28 25
 
0.5%
2004-06-30 24
 
0.5%
2012-03-22 23
 
0.4%
1994-04-27 16
 
0.3%
2004-06-03 13
 
0.3%
Other values (3277) 4732
92.2%

인허가취소일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5134
Missing (%)100.0%
Memory size45.2 KiB

영업상태구분코드
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
1
2053 
3
2048 
4
1033 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row4
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 2053
40.0%
3 2048
39.9%
4 1033
20.1%

Length

2023-07-15T22:18:43.312239image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:43.517412image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
1 2053
40.0%
3 2048
39.9%
4 1033
20.1%

영업상태명
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
영업/정상
2053 
폐업
2048 
취소/말소/만료/정지/중지
1033 

Length

Max length14
Median length5
Mean length5.614141
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row영업/정상
2nd row취소/말소/만료/정지/중지
3rd row영업/정상
4th row영업/정상
5th row영업/정상

Common Values

ValueCountFrequency (%)
영업/정상 2053
40.0%
폐업 2048
39.9%
취소/말소/만료/정지/중지 1033
20.1%

Length

2023-07-15T22:18:43.714322image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:43.952864image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
영업/정상 2053
40.0%
폐업 2048
39.9%
취소/말소/만료/정지/중지 1033
20.1%

상세영업상태코드
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
11
2053 
2
2048 
4
1033 

Length

Max length2
Median length1
Mean length1.3998831
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row11
2nd row4
3rd row11
4th row11
5th row11

Common Values

ValueCountFrequency (%)
11 2053
40.0%
2 2048
39.9%
4 1033
20.1%

Length

2023-07-15T22:18:44.169316image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:44.399468image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
11 2053
40.0%
2 2048
39.9%
4 1033
20.1%

상세영업상태명
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
영업
2053 
폐업
2048 
폐쇄
1033 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row영업
2nd row폐쇄
3rd row영업
4th row영업
5th row영업

Common Values

ValueCountFrequency (%)
영업 2053
40.0%
폐업 2048
39.9%
폐쇄 1033
20.1%

Length

2023-07-15T22:18:44.645224image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:44.893789image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
영업 2053
40.0%
폐업 2048
39.9%
폐쇄 1033
20.1%

폐업일자
Categorical

HIGH CARDINALITY  MISSING 

Distinct1539
Distinct (%)60.9%
Missing2605
Missing (%)50.7%
Memory size40.2 KiB
2016-04-18
 
114
2004-01-04
 
109
2008-10-08
 
52
2008-11-18
 
49
2008-10-06
 
39
Other values (1534)
2166 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique1176 ?
Unique (%)46.5%

Sample

1st row2023-03-30
2nd row2019-10-30
3rd row2017-12-08
4th row2021-06-02
5th row2022-07-15

Common Values

ValueCountFrequency (%)
2016-04-18 114
 
2.2%
2004-01-04 109
 
2.1%
2008-10-08 52
 
1.0%
2008-11-18 49
 
1.0%
2008-10-06 39
 
0.8%
2004-07-01 37
 
0.7%
2004-09-07 21
 
0.4%
2009-12-21 16
 
0.3%
2004-07-06 11
 
0.2%
2004-06-30 11
 
0.2%
Other values (1529) 2070
40.3%
(Missing) 2605
50.7%

Length

2023-07-15T22:18:45.077728image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2016-04-18 114
 
4.5%
2004-01-04 109
 
4.3%
2008-10-08 52
 
2.1%
2008-11-18 49
 
1.9%
2008-10-06 39
 
1.5%
2004-07-01 37
 
1.5%
2004-09-07 21
 
0.8%
2009-12-21 16
 
0.6%
2020-12-08 11
 
0.4%
2009-12-18 11
 
0.4%
Other values (1529) 2070
81.9%

휴업시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5134
Missing (%)100.0%
Memory size45.2 KiB

휴업종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5134
Missing (%)100.0%
Memory size45.2 KiB

재개업일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5134
Missing (%)100.0%
Memory size45.2 KiB

소재지전화
Categorical

HIGH CARDINALITY  MISSING 

Distinct4185
Distinct (%)93.2%
Missing646
Missing (%)12.6%
Memory size40.2 KiB
0535888585
 
3
053 551 0213
 
3
053-383-2132
 
3
0533525142
 
3
0536701234
 
3
Other values (4180)
4473 

Length

Max length17
Median length14
Mean length9.9567736
Min length7

Unique

Unique3909 ?
Unique (%)87.1%

Sample

1st row053-661-2000
2nd row0532532615
3rd row0534310803
4th row251-5137
5th row053-429-7004

Common Values

ValueCountFrequency (%)
0535888585 3
 
0.1%
053 551 0213 3
 
0.1%
053-383-2132 3
 
0.1%
0533525142 3
 
0.1%
0536701234 3
 
0.1%
0533845211 3
 
0.1%
0536107000 3
 
0.1%
0535826080 3
 
0.1%
0535823097 3
 
0.1%
0536151101 3
 
0.1%
Other values (4175) 4458
86.8%
(Missing) 646
 
12.6%

Length

2023-07-15T22:18:45.321486image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
053 729
 
10.8%
581 120
 
1.8%
353 83
 
1.2%
354 83
 
1.2%
582 78
 
1.2%
357 76
 
1.1%
356 72
 
1.1%
358 71
 
1.1%
583 67
 
1.0%
351 61
 
0.9%
Other values (4075) 5305
78.7%

소재지면적
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing5134
Missing (%)100.0%
Memory size45.2 KiB

소재지우편번호
Categorical

HIGH CARDINALITY  MISSING 

Distinct131
Distinct (%)11.2%
Missing3962
Missing (%)77.2%
Memory size40.2 KiB
702-083
232 
704-190
 
63
702-050
 
57
704-900
 
54
703-830
 
53
Other values (126)
713 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique46 ?
Unique (%)3.9%

Sample

1st row700-761
2nd row701-290
3rd row701-040
4th row701-300
5th row701-230

Common Values

ValueCountFrequency (%)
702-083 232
 
4.5%
704-190 63
 
1.2%
702-050 57
 
1.1%
704-900 54
 
1.1%
703-830 53
 
1.0%
711-855 38
 
0.7%
704-801 36
 
0.7%
704-170 34
 
0.7%
703-833 33
 
0.6%
704-200 32
 
0.6%
Other values (121) 540
 
10.5%
(Missing) 3962
77.2%

Length

2023-07-15T22:18:45.532751image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
702-083 232
19.8%
704-190 63
 
5.4%
702-050 57
 
4.9%
704-900 54
 
4.6%
703-830 53
 
4.5%
711-855 38
 
3.2%
704-801 36
 
3.1%
704-170 34
 
2.9%
703-833 33
 
2.8%
704-200 32
 
2.7%
Other values (121) 540
46.1%

소재지전체주소
Categorical

HIGH CARDINALITY  MISSING 

Distinct4066
Distinct (%)81.0%
Missing117
Missing (%)2.3%
Memory size40.2 KiB
대구광역시 달서구 갈산동 26-1번지
 
14
대구광역시 달서구 갈산동 100-65번지
 
11
대구광역시 달서구 갈산동 100-74번지
 
11
대구광역시 서구 이현동
 
9
대구광역시 북구 노원동3가 193-2
 
7
Other values (4061)
4965 

Length

Max length42
Median length39
Mean length21.727526
Min length13

Unique

Unique3421 ?
Unique (%)68.2%

Sample

1st row대구광역시 중구 동인동2가 177-4 중구청
2nd row대구광역시 중구 동산동 234 대구제일교회교육관
3rd row대구광역시 중구 삼덕동2가 188-1 경북대학교치과병원
4th row대구광역시 중구 동인동2가 74-15
5th row대구광역시 중구 남산동 3006 반월당효성해링턴플레이스

Common Values

ValueCountFrequency (%)
대구광역시 달서구 갈산동 26-1번지 14
 
0.3%
대구광역시 달서구 갈산동 100-65번지 11
 
0.2%
대구광역시 달서구 갈산동 100-74번지 11
 
0.2%
대구광역시 서구 이현동 9
 
0.2%
대구광역시 북구 노원동3가 193-2 7
 
0.1%
대구광역시 북구 노원동3가 151 6
 
0.1%
대구광역시 달서구 대천동 6
 
0.1%
대구광역시 서구 이현동 42-199번지 6
 
0.1%
대구광역시 달서구 대천동 720번지 6
 
0.1%
대구광역시 서구 비산동 2009-69번지 6
 
0.1%
Other values (4056) 4935
96.1%
(Missing) 117
 
2.3%

Length

2023-07-15T22:18:45.790880image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대구광역시 5017
23.5%
달서구 1391
 
6.5%
북구 1326
 
6.2%
서구 1071
 
5.0%
달성군 927
 
4.3%
노원동3가 758
 
3.6%
이현동 381
 
1.8%
갈산동 371
 
1.7%
비산동 365
 
1.7%
논공읍 361
 
1.7%
Other values (4160) 9349
43.9%

도로명전체주소
Categorical

HIGH CARDINALITY  MISSING 

Distinct3392
Distinct (%)86.2%
Missing1198
Missing (%)23.3%
Memory size40.2 KiB
대구광역시 달서구 성서공단북로 341 (갈산동)
 
8
대구광역시 달서구 성서공단북로69길 32 (갈산동)
 
6
대구광역시 북구 침산로67길 13 (침산동)
 
5
대구광역시 서구 와룡로 308 (중리동)
 
5
대구광역시 북구 노원로23길 9 (노원동3가)
 
5
Other values (3387)
3907 

Length

Max length49
Median length45
Mean length25.762703
Min length19

Unique

Unique2968 ?
Unique (%)75.4%

Sample

1st row대구광역시 중구 국채보상로139길 1, 중구청 (동인동2가)
2nd row대구광역시 중구 국채보상로102길 50, 대구제일교회교육관 (동산동)
3rd row대구광역시 중구 달구벌대로 2175, 경북대학교치과병원 (삼덕동2가)
4th row대구광역시 중구 동덕로 167 (동인동2가)
5th row대구광역시 중구 중앙대로66길 20 (남산동, 반월당효성해링턴플레이스)

Common Values

ValueCountFrequency (%)
대구광역시 달서구 성서공단북로 341 (갈산동) 8
 
0.2%
대구광역시 달서구 성서공단북로69길 32 (갈산동) 6
 
0.1%
대구광역시 북구 침산로67길 13 (침산동) 5
 
0.1%
대구광역시 서구 와룡로 308 (중리동) 5
 
0.1%
대구광역시 북구 노원로23길 9 (노원동3가) 5
 
0.1%
대구광역시 달서구 성서로 37 (대천동) 5
 
0.1%
대구광역시 달서구 성서로64길 26 (갈산동) 5
 
0.1%
대구광역시 달서구 성서로64길 25 (갈산동) 5
 
0.1%
대구광역시 북구 3공단로 172 (노원동3가) 5
 
0.1%
대구광역시 서구 와룡로100길 16 (이현동) 5
 
0.1%
Other values (3382) 3882
75.6%
(Missing) 1198
 
23.3%

Length

2023-07-15T22:18:46.083839image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
대구광역시 3936
 
19.7%
북구 1055
 
5.3%
달서구 1034
 
5.2%
서구 831
 
4.1%
달성군 707
 
3.5%
노원동3가 636
 
3.2%
논공읍 338
 
1.7%
이현동 280
 
1.4%
비산동 278
 
1.4%
갈산동 249
 
1.2%
Other values (1881) 10684
53.3%

도로명우편번호
Categorical

HIGH CARDINALITY  MISSING 

Distinct371
Distinct (%)18.7%
Missing3155
Missing (%)61.5%
Memory size40.2 KiB
704-900
 
88
704-801
 
76
702-815
 
67
704-833
 
46
711-855
 
44
Other values (366)
1658 

Length

Max length7
Median length7
Mean length6.0692269
Min length5

Unique

Unique189 ?
Unique (%)9.6%

Sample

1st row41908
2nd row41931
3rd row41940
4th row41961
5th row41940

Common Values

ValueCountFrequency (%)
704-900 88
 
1.7%
704-801 76
 
1.5%
702-815 67
 
1.3%
704-833 46
 
0.9%
711-855 44
 
0.9%
702-872 44
 
0.9%
704-190 42
 
0.8%
702-814 40
 
0.8%
43011 40
 
0.8%
703-830 34
 
0.7%
Other values (361) 1458
28.4%
(Missing) 3155
61.5%

Length

2023-07-15T22:18:46.362333image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
704-900 88
 
4.4%
704-801 76
 
3.8%
702-815 67
 
3.4%
704-833 46
 
2.3%
711-855 44
 
2.2%
702-872 44
 
2.2%
704-190 42
 
2.1%
702-814 40
 
2.0%
43011 40
 
2.0%
703-830 34
 
1.7%
Other values (361) 1458
73.7%

사업장명
Categorical

Distinct4364
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
태성산업
 
7
삼일산업
 
6
태영산업
 
5
동아테프론
 
5
대영산업
 
5
Other values (4359)
5106 

Length

Max length27
Median length25
Mean length7.1550448
Min length2

Unique

Unique3760 ?
Unique (%)73.2%

Sample

1st row대구광역시 중구청
2nd row대한예수교장로회대구제일교회
3rd row경북대학교치과병원
4th row(주)케이티에스테이트
5th row(주)에이치앤제이파트너스

Common Values

ValueCountFrequency (%)
태성산업 7
 
0.1%
삼일산업 6
 
0.1%
태영산업 5
 
0.1%
동아테프론 5
 
0.1%
대영산업 5
 
0.1%
대동금속 5
 
0.1%
일성산업 5
 
0.1%
성호자동차종합정비공장 5
 
0.1%
진영산업 5
 
0.1%
신성산업 5
 
0.1%
Other values (4354) 5081
99.0%

Length

2023-07-15T22:18:46.634205image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주식회사 76
 
1.4%
대구공장 29
 
0.5%
제2공장 23
 
0.4%
2공장 18
 
0.3%
입주자대표회의 13
 
0.2%
성서공장 10
 
0.2%
대구지점 9
 
0.2%
구 8
 
0.1%
비산공장 7
 
0.1%
태성산업 7
 
0.1%
Other values (4484) 5420
96.4%

최종수정시점
Categorical

Distinct5133
Distinct (%)> 99.9%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
2007-11-23 17:04:27
 
2
2015-06-17 07:56:03
 
1
2020-09-23 08:55:34
 
1
2023-05-16 18:00:50
 
1
2022-12-23 09:19:46
 
1
Other values (5128)
5128 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique5132 ?
Unique (%)> 99.9%

Sample

1st row2022-04-11 09:47:22
2nd row2023-03-30 16:33:56
3rd row2022-10-18 16:37:04
4th row2020-09-23 08:55:34
5th row2023-05-16 18:00:50

Common Values

ValueCountFrequency (%)
2007-11-23 17:04:27 2
 
< 0.1%
2015-06-17 07:56:03 1
 
< 0.1%
2020-09-23 08:55:34 1
 
< 0.1%
2023-05-16 18:00:50 1
 
< 0.1%
2022-12-23 09:19:46 1
 
< 0.1%
2021-06-28 11:39:06 1
 
< 0.1%
2022-12-06 08:53:39 1
 
< 0.1%
2020-08-10 09:19:33 1
 
< 0.1%
2019-05-17 09:59:45 1
 
< 0.1%
2020-12-13 12:44:47 1
 
< 0.1%
Other values (5123) 5123
99.8%

Length

2023-07-15T22:18:46.839289image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2011-12-20 141
 
1.4%
2004-01-04 113
 
1.1%
2011-12-21 111
 
1.1%
2016-06-17 86
 
0.8%
2008-10-08 52
 
0.5%
2008-10-06 39
 
0.4%
2008-11-18 38
 
0.4%
2021-01-28 32
 
0.3%
2016-07-21 31
 
0.3%
2003-12-22 27
 
0.3%
Other values (7146) 9598
93.5%

데이터갱신구분
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
I
3183 
U
1951 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
I 3183
62.0%
U 1951
38.0%

Length

2023-07-15T22:18:47.025072image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:47.205629image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
i 3183
62.0%
u 1951
38.0%

데이터갱신일자
Categorical

Distinct909
Distinct (%)17.7%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
2018-10-04 11:12:49
2329 
2021-08-20 00:22:50
748 
2021-01-30 02:40:00
 
32
2023-05-26 08:48:36
 
26
2022-07-12 02:40:00
 
24
Other values (904)
1975 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique470 ?
Unique (%)9.2%

Sample

1st row2022-04-13 00:22:33
2nd row2023-04-01 02:40:00
3rd row2022-10-20 02:40:00
4th row2020-09-25 02:40:00
5th row2023-05-18 02:40:00

Common Values

ValueCountFrequency (%)
2018-10-04 11:12:49 2329
45.4%
2021-08-20 00:22:50 748
 
14.6%
2021-01-30 02:40:00 32
 
0.6%
2023-05-26 08:48:36 26
 
0.5%
2022-07-12 02:40:00 24
 
0.5%
2021-06-10 02:40:00 22
 
0.4%
2022-06-08 02:40:00 21
 
0.4%
2022-10-27 02:40:00 18
 
0.4%
2020-09-13 02:40:00 18
 
0.4%
2022-11-01 02:40:00 18
 
0.4%
Other values (899) 1878
36.6%

Length

2023-07-15T22:18:47.367493image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2018-10-04 2329
22.7%
11:12:49 2329
22.7%
02:40:00 1899
18.5%
2021-08-20 748
 
7.3%
00:22:50 748
 
7.3%
2021-01-30 32
 
0.3%
2023-05-26 29
 
0.3%
08:48:36 26
 
0.3%
2022-07-12 24
 
0.2%
2021-06-10 22
 
0.2%
Other values (921) 2082
20.3%

업태구분명
Categorical

HIGH CARDINALITY  MISSING 

Distinct454
Distinct (%)13.1%
Missing1671
Missing (%)32.5%
Memory size40.2 KiB
기타 조립금속제품 제조업
316 
도금업
276 
섬유 염색 및 가공업
266 
자동차 종합 수리업
 
182
기타 섬유제품 제조업
 
121
Other values (449)
2302 

Length

Max length29
Median length26
Mean length11.043026
Min length2

Unique

Unique205 ?
Unique (%)5.9%

Sample

1st row부동산 임대업
2nd row치과 병원
3rd row비거주용 건물 건설업
4th row부동산업
5th row기타 서비스업

Common Values

ValueCountFrequency (%)
기타 조립금속제품 제조업 316
 
6.2%
도금업 276
 
5.4%
섬유 염색 및 가공업 266
 
5.2%
자동차 종합 수리업 182
 
3.5%
기타 섬유제품 제조업 121
 
2.4%
도장 및 기타 피막처리업 111
 
2.2%
자동차 수리업 107
 
2.1%
산업용 비경화고무제품 제조업 71
 
1.4%
도장및기타피막처리업 69
 
1.3%
자동차부품 제조업 68
 
1.3%
Other values (444) 1876
36.5%
(Missing) 1671
32.5%

Length

2023-07-15T22:18:47.591247image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
제조업 1659
 
15.7%
기타 1115
 
10.6%
및 914
 
8.7%
자동차 377
 
3.6%
조립금속제품 375
 
3.6%
가공업 310
 
2.9%
수리업 303
 
2.9%
염색 300
 
2.8%
도금업 276
 
2.6%
섬유 273
 
2.6%
Other values (604) 4635
44.0%

좌표정보(X)
Real number (ℝ)

Distinct3044
Distinct (%)75.4%
Missing1098
Missing (%)21.4%
Infinite0
Infinite (%)0.0%
Mean338370.94
Minimum324823.8
Maximum358663.13
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:47.856437image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum324823.8
5-th percentile328253.35
Q1335220.31
median338870.36
Q3341492.02
95-th percentile347067.23
Maximum358663.13
Range33839.332
Interquartile range (IQR)6271.7091

Descriptive statistics

Standard deviation5697.14
Coefficient of variation (CV)0.016836966
Kurtosis1.0855739
Mean338370.94
Median Absolute Deviation (MAD)3247.0094
Skewness0.39169024
Sum1.3656651 × 109
Variance32457404
MonotonicityNot monotonic
2023-07-15T22:18:48.088956image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
336344.302038787 11
 
0.2%
336353.196286814 8
 
0.2%
336366.064251572 8
 
0.2%
335898.64722115 8
 
0.2%
336559.67028675 8
 
0.2%
340174.37064187 7
 
0.1%
338653.42195118 7
 
0.1%
341927.56323321 7
 
0.1%
339163.824108967 7
 
0.1%
338853.934042689 6
 
0.1%
Other values (3034) 3959
77.1%
(Missing) 1098
 
21.4%
ValueCountFrequency (%)
324823.803201609 1
< 0.1%
324827.061697927 1
< 0.1%
324827.256682568 1
< 0.1%
325031.349321951 1
< 0.1%
325101.677227104 1
< 0.1%
325693.930075186 1
< 0.1%
325695.119708392 1
< 0.1%
325744.473020781 1
< 0.1%
325759.02796265 1
< 0.1%
325796.946031429 1
< 0.1%
ValueCountFrequency (%)
358663.134909228 1
 
< 0.1%
357474.364750617 1
 
< 0.1%
357249.517998328 1
 
< 0.1%
357183.00490047 1
 
< 0.1%
356288.780361138 1
 
< 0.1%
355939.362329351 2
< 0.1%
355708.657238321 1
 
< 0.1%
355593.294094409 1
 
< 0.1%
355569.867912385 1
 
< 0.1%
355558.23324728 3
0.1%

좌표정보(Y)
Real number (ℝ)

Distinct3044
Distinct (%)75.4%
Missing1098
Missing (%)21.4%
Infinite0
Infinite (%)0.0%
Mean261855.61
Minimum236164.39
Maximum278091.65
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:48.332015image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum236164.39
5-th percentile244803.04
Q1260341.13
median264017.78
Q3266875.51
95-th percentile268072.13
Maximum278091.65
Range41927.261
Interquartile range (IQR)6534.3856

Descriptive statistics

Standard deviation7169.6105
Coefficient of variation (CV)0.027380015
Kurtosis2.6719402
Mean261855.61
Median Absolute Deviation (MAD)3115.6274
Skewness-1.7318705
Sum1.0568493 × 109
Variance51403315
MonotonicityNot monotonic
2023-07-15T22:18:48.566188image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
261497.640905574 11
 
0.2%
261562.315791212 8
 
0.2%
261651.801477034 8
 
0.2%
258962.008119978 8
 
0.2%
261730.820002532 8
 
0.2%
267045.016160041 7
 
0.1%
263463.995182109 7
 
0.1%
267406.601135619 7
 
0.1%
265188.870359479 7
 
0.1%
263299.390649435 6
 
0.1%
Other values (3034) 3959
77.1%
(Missing) 1098
 
21.4%
ValueCountFrequency (%)
236164.392417907 1
< 0.1%
236283.74688717 1
< 0.1%
237420.318840774 1
< 0.1%
237677.093670862 1
< 0.1%
237679.019436224 1
< 0.1%
237682.121456924 1
< 0.1%
237686.085459452 1
< 0.1%
237690.289796808 1
< 0.1%
237691.769750968 1
< 0.1%
237692.765575349 1
< 0.1%
ValueCountFrequency (%)
278091.653532319 1
< 0.1%
277467.078075227 1
< 0.1%
274001.578647157 1
< 0.1%
273857.356672978 1
< 0.1%
273712.08248913 1
< 0.1%
273432.540162157 1
< 0.1%
273400.631796057 1
< 0.1%
273237.600006005 1
< 0.1%
273232.996437307 1
< 0.1%
272735.675659876 2
< 0.1%

환경업무구분명
Categorical

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size40.2 KiB
대기배출업소관리
5134 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대기배출업소관리 5134
100.0%

Length

2023-07-15T22:18:49.054398image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:49.268620image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
대기배출업소관리 5134
100.0%

업종구분명
Categorical

HIGH CARDINALITY  MISSING 

Distinct454
Distinct (%)13.1%
Missing1671
Missing (%)32.5%
Memory size40.2 KiB
기타 조립금속제품 제조업
316 
도금업
276 
섬유 염색 및 가공업
266 
자동차 종합 수리업
 
182
기타 섬유제품 제조업
 
121
Other values (449)
2302 

Length

Max length29
Median length26
Mean length11.043026
Min length2

Unique

Unique205 ?
Unique (%)5.9%

Sample

1st row부동산 임대업
2nd row치과 병원
3rd row비거주용 건물 건설업
4th row부동산업
5th row기타 서비스업

Common Values

ValueCountFrequency (%)
기타 조립금속제품 제조업 316
 
6.2%
도금업 276
 
5.4%
섬유 염색 및 가공업 266
 
5.2%
자동차 종합 수리업 182
 
3.5%
기타 섬유제품 제조업 121
 
2.4%
도장 및 기타 피막처리업 111
 
2.2%
자동차 수리업 107
 
2.1%
산업용 비경화고무제품 제조업 71
 
1.4%
도장및기타피막처리업 69
 
1.3%
자동차부품 제조업 68
 
1.3%
Other values (444) 1876
36.5%
(Missing) 1671
32.5%

Length

2023-07-15T22:18:49.478258image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
제조업 1659
 
15.7%
기타 1115
 
10.6%
및 914
 
8.7%
자동차 377
 
3.6%
조립금속제품 375
 
3.6%
가공업 310
 
2.9%
수리업 303
 
2.9%
염색 300
 
2.8%
도금업 276
 
2.6%
섬유 273
 
2.6%
Other values (604) 4635
44.0%

종별명
Categorical

Distinct5
Distinct (%)0.1%
Missing175
Missing (%)3.4%
Memory size40.2 KiB
5종
2852 
4종
1633 
3종
 
223
2종
 
206
1종
 
45

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5종
2nd row5종
3rd row5종
4th row5종
5th row5종

Common Values

ValueCountFrequency (%)
5종 2852
55.6%
4종 1633
31.8%
3종 223
 
4.3%
2종 206
 
4.0%
1종 45
 
0.9%
(Missing) 175
 
3.4%

Length

2023-07-15T22:18:49.706116image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-07-15T22:18:49.938191image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
5종 2852
57.5%
4종 1633
32.9%
3종 223
 
4.5%
2종 206
 
4.2%
1종 45
 
0.9%

주생산품명
Categorical

HIGH CARDINALITY  MISSING 

Distinct938
Distinct (%)61.5%
Missing3610
Missing (%)70.3%
Memory size40.2 KiB
자동차부품
166 
안경테
 
33
기계부품
 
19
고무시트
 
18
자동차정비
 
17
Other values (933)
1271 

Length

Max length23
Median length20
Mean length5.9691601
Min length1

Unique

Unique759 ?
Unique (%)49.8%

Sample

1st row전력,온수
2nd row자동차부품
3rd row정비차량
4th row수리된 자동차
5th row자동차용 고무제품

Common Values

ValueCountFrequency (%)
자동차부품 166
 
3.2%
안경테 33
 
0.6%
기계부품 19
 
0.4%
고무시트 18
 
0.4%
자동차정비 17
 
0.3%
가공원단 16
 
0.3%
재생칩 15
 
0.3%
전자부품 15
 
0.3%
자동차 부품 11
 
0.2%
자동차고무부품 9
 
0.2%
Other values (928) 1205
 
23.5%
(Missing) 3610
70.3%

Length

2023-07-15T22:18:50.188693image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
자동차부품 195
 
9.9%
자동차 45
 
2.3%
안경테 41
 
2.1%
등 37
 
1.9%
및 34
 
1.7%
부품 30
 
1.5%
전자부품 26
 
1.3%
가공원단 22
 
1.1%
기계부품 22
 
1.1%
고무시트 19
 
1.0%
Other values (974) 1507
76.2%

배출시설조업시간
Real number (ℝ)

MISSING  SKEWED  ZEROS 

Distinct37
Distinct (%)0.7%
Missing66
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean7.7961405
Minimum0
Maximum912
Zeros1523
Zeros (%)29.7%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:50.474904image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8
Q38
95-th percentile24
Maximum912
Range912
Interquartile range (IQR)8

Descriptive statistics

Standard deviation14.978904
Coefficient of variation (CV)1.921323
Kurtosis2632.8673
Mean7.7961405
Median Absolute Deviation (MAD)3
Skewness44.344033
Sum39510.84
Variance224.36757
MonotonicityNot monotonic
2023-07-15T22:18:50.764143image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
8.0 1998
38.9%
0.0 1523
29.7%
24.0 495
 
9.6%
10.0 303
 
5.9%
6.0 93
 
1.8%
12.0 92
 
1.8%
4.0 78
 
1.5%
5.0 67
 
1.3%
20.0 67
 
1.3%
7.0 61
 
1.2%
Other values (27) 291
 
5.7%
(Missing) 66
 
1.3%
ValueCountFrequency (%)
0.0 1523
29.7%
1.0 12
 
0.2%
1.34 1
 
< 0.1%
1.5 1
 
< 0.1%
2.0 21
 
0.4%
2.5 1
 
< 0.1%
3.0 30
 
0.6%
3.5 1
 
< 0.1%
4.0 78
 
1.5%
5.0 67
 
1.3%
ValueCountFrequency (%)
912.0 1
 
< 0.1%
240.0 1
 
< 0.1%
120.0 1
 
< 0.1%
30.0 1
 
< 0.1%
25.0 2
 
< 0.1%
24.0 495
9.6%
23.0 1
 
< 0.1%
22.0 16
 
0.3%
21.0 9
 
0.2%
20.0 67
 
1.3%

배출시설연간가동일수
Real number (ℝ)

Distinct103
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean201.0931
Minimum0
Maximum365
Zeros1609
Zeros (%)31.3%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:51.064245image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median300
Q3300
95-th percentile312
Maximum365
Range365
Interquartile range (IQR)300

Descriptive statistics

Standard deviation139.5098
Coefficient of variation (CV)0.69375727
Kurtosis-1.4352646
Mean201.0931
Median Absolute Deviation (MAD)0
Skewness-0.69010427
Sum1032412
Variance19462.985
MonotonicityNot monotonic
2023-07-15T22:18:51.362425image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
300 2748
53.5%
0 1609
31.3%
240 100
 
1.9%
365 69
 
1.3%
312 48
 
0.9%
250 46
 
0.9%
264 42
 
0.8%
360 41
 
0.8%
180 29
 
0.6%
330 26
 
0.5%
Other values (93) 376
 
7.3%
ValueCountFrequency (%)
0 1609
31.3%
5 1
 
< 0.1%
8 3
 
0.1%
10 1
 
< 0.1%
24 2
 
< 0.1%
25 1
 
< 0.1%
30 3
 
0.1%
51 1
 
< 0.1%
60 2
 
< 0.1%
84 1
 
< 0.1%
ValueCountFrequency (%)
365 69
1.3%
362 1
 
< 0.1%
361 2
 
< 0.1%
360 41
0.8%
358 1
 
< 0.1%
355 1
 
< 0.1%
352 2
 
< 0.1%
350 14
 
0.3%
341 3
 
0.1%
340 19
 
0.4%

방지시설조업시간
Real number (ℝ)

MISSING  ZEROS 

Distinct35
Distinct (%)0.7%
Missing456
Missing (%)8.9%
Infinite0
Infinite (%)0.0%
Mean7.4318811
Minimum0
Maximum300
Zeros1550
Zeros (%)30.2%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:51.696147image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8
Q38
95-th percentile24
Maximum300
Range300
Interquartile range (IQR)8

Descriptive statistics

Standard deviation10.764367
Coefficient of variation (CV)1.4484041
Kurtosis350.76699
Mean7.4318811
Median Absolute Deviation (MAD)4
Skewness14.289302
Sum34766.34
Variance115.8716
MonotonicityNot monotonic
2023-07-15T22:18:51.996192image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
8.0 1807
35.2%
0.0 1550
30.2%
24.0 422
 
8.2%
10.0 252
 
4.9%
6.0 82
 
1.6%
12.0 76
 
1.5%
4.0 66
 
1.3%
5.0 63
 
1.2%
7.0 60
 
1.2%
20.0 57
 
1.1%
Other values (25) 243
 
4.7%
(Missing) 456
 
8.9%
ValueCountFrequency (%)
0.0 1550
30.2%
1.0 10
 
0.2%
1.34 1
 
< 0.1%
2.0 16
 
0.3%
2.5 1
 
< 0.1%
3.0 20
 
0.4%
4.0 66
 
1.3%
5.0 63
 
1.2%
6.0 82
 
1.6%
7.0 60
 
1.2%
ValueCountFrequency (%)
300.0 2
 
< 0.1%
264.0 1
 
< 0.1%
240.0 1
 
< 0.1%
120.0 1
 
< 0.1%
100.0 1
 
< 0.1%
30.0 2
 
< 0.1%
25.0 3
 
0.1%
24.0 422
8.2%
22.0 12
 
0.2%
21.0 9
 
0.2%

방지시설연간가동일수
Real number (ℝ)

Distinct91
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean181.07616
Minimum0
Maximum365
Zeros1977
Zeros (%)38.5%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:52.323622image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median300
Q3300
95-th percentile303
Maximum365
Range365
Interquartile range (IQR)300

Descriptive statistics

Standard deviation145.70429
Coefficient of variation (CV)0.80465749
Kurtosis-1.7814126
Mean181.07616
Median Absolute Deviation (MAD)12
Skewness-0.40002412
Sum929645
Variance21229.74
MonotonicityNot monotonic
2023-07-15T22:18:52.636419image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
300 2509
48.9%
0 1977
38.5%
240 89
 
1.7%
365 50
 
1.0%
312 47
 
0.9%
250 44
 
0.9%
360 34
 
0.7%
264 32
 
0.6%
330 26
 
0.5%
280 22
 
0.4%
Other values (81) 304
 
5.9%
ValueCountFrequency (%)
0 1977
38.5%
8 1
 
< 0.1%
24 2
 
< 0.1%
25 1
 
< 0.1%
30 2
 
< 0.1%
51 1
 
< 0.1%
60 2
 
< 0.1%
84 1
 
< 0.1%
90 2
 
< 0.1%
96 1
 
< 0.1%
ValueCountFrequency (%)
365 50
1.0%
362 1
 
< 0.1%
361 1
 
< 0.1%
360 34
0.7%
358 1
 
< 0.1%
355 1
 
< 0.1%
353 1
 
< 0.1%
352 2
 
< 0.1%
350 14
 
0.3%
341 3
 
0.1%

사업자등록번호
Real number (ℝ)

Distinct3405
Distinct (%)85.7%
Missing1160
Missing (%)22.6%
Infinite0
Infinite (%)0.0%
Mean4.9826798 × 109
Minimum1.6522768 × 108
Maximum8.9915009 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size45.2 KiB
2023-07-15T22:18:53.046298image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum1.6522768 × 108
5-th percentile2.6285916 × 109
Q15.0320699 × 109
median5.0406817 × 109
Q35.1416507 × 109
95-th percentile6.1483804 × 109
Maximum8.9915009 × 109
Range8.8262732 × 109
Interquartile range (IQR)1.0958074 × 108

Descriptive statistics

Standard deviation1.0148599 × 109
Coefficient of variation (CV)0.20367754
Kurtosis7.1388607
Mean4.9826798 × 109
Median Absolute Deviation (MAD)9520384.5
Skewness-0.75746389
Sum1.9801169 × 1013
Variance1.0299407 × 1018
MonotonicityNot monotonic
2023-07-15T22:18:53.409708image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2208160348 10
 
0.2%
5042242130 5
 
0.1%
2068650913 5
 
0.1%
1268174308 5
 
0.1%
5038106628 4
 
0.1%
5048136289 4
 
0.1%
5034288408 4
 
0.1%
5148157898 4
 
0.1%
5031999945 4
 
0.1%
5148516634 4
 
0.1%
Other values (3395) 3925
76.5%
(Missing) 1160
 
22.6%
ValueCountFrequency (%)
165227682 1
 
< 0.1%
530879680 1
 
< 0.1%
1018109147 1
 
< 0.1%
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0.1%
1048137225 1
 
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1048612291 1
 
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1048621617 1
 
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1068104152 2
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ValueCountFrequency (%)
8991500914 1
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8978100704 1
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8931201739 1
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8920901982 1
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8908600751 1
< 0.1%
8878101521 1
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8868702719 1
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8858601156 1
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Sample

번호개방서비스명개방서비스아이디개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)환경업무구분명업종구분명종별명주생산품명배출시설조업시간배출시설연간가동일수방지시설조업시간방지시설연간가동일수사업자등록번호
01대기오염물질배출시설설치사업장09_30_08_P34100003410000212022000022022-04-11<NA>1영업/정상11영업<NA><NA><NA><NA>053-661-2000<NA><NA>대구광역시 중구 동인동2가 177-4 중구청대구광역시 중구 국채보상로139길 1, 중구청 (동인동2가)41908대구광역시 중구청2022-04-11 09:47:22I2022-04-13 00:22:33부동산 임대업344977.845663264442.068379대기배출업소관리부동산 임대업5종<NA>7.01477.01475018300020
12대기오염물질배출시설설치사업장09_30_08_P34100003410000212015000092015-12-07<NA>4취소/말소/만료/정지/중지4폐쇄2023-03-30<NA><NA><NA>0532532615<NA><NA>대구광역시 중구 동산동 234 대구제일교회교육관대구광역시 중구 국채보상로102길 50, 대구제일교회교육관 (동산동)41931대한예수교장로회대구제일교회2023-03-30 16:33:56U2023-04-01 02:40:00<NA>343152.126309264239.668001대기배출업소관리<NA>5종<NA>5.0120<NA>05018206686
23대기오염물질배출시설설치사업장09_30_08_P34100003410000212021000042021-11-17<NA>1영업/정상11영업<NA><NA><NA><NA><NA><NA><NA>대구광역시 중구 삼덕동2가 188-1 경북대학교치과병원대구광역시 중구 달구벌대로 2175, 경북대학교치과병원 (삼덕동2가)41940경북대학교치과병원2022-10-18 16:37:04U2022-10-20 02:40:00치과 병원344597.99926263844.348739대기배출업소관리치과 병원5종<NA>120.01204.01202628200093
34대기오염물질배출시설설치사업장09_30_08_P34100003410000212020000012020-06-25<NA>1영업/정상11영업<NA><NA><NA><NA>0534310803<NA><NA>대구광역시 중구 동인동2가 74-15대구광역시 중구 동덕로 167 (동인동2가)<NA>(주)케이티에스테이트2020-09-23 08:55:34U2020-09-25 02:40:00비거주용 건물 건설업344751.422529264471.140592대기배출업소관리비거주용 건물 건설업5종<NA>1.0300<NA>01208757657
45대기오염물질배출시설설치사업장09_30_08_P34100003410000212022000042022-12-02<NA>1영업/정상11영업<NA><NA><NA><NA>251-5137<NA><NA>대구광역시 중구 남산동 3006 반월당효성해링턴플레이스대구광역시 중구 중앙대로66길 20 (남산동, 반월당효성해링턴플레이스)41961(주)에이치앤제이파트너스2023-05-16 18:00:50U2023-05-18 02:40:00부동산업343902.080116263530.809939대기배출업소관리부동산업5종<NA><NA>012.03532628802360
56대기오염물질배출시설설치사업장09_30_08_P34100003410000212022000052022-12-23<NA>1영업/정상11영업<NA><NA><NA><NA>053-429-7004<NA><NA>대구광역시 중구 삼덕동2가 210-1 진석타워대구광역시 중구 동덕로 115, 진석타워 (삼덕동2가)41940진석타워즈2022-12-23 09:19:46I2022-12-25 00:40:55기타 서비스업344686.259338263958.880864대기배출업소관리기타 서비스업5종<NA><NA>0<NA>2505041625028
67대기오염물질배출시설설치사업장09_30_08_P34100003410000212021000032021-06-21<NA>1영업/정상11영업<NA><NA><NA><NA>07044977480<NA><NA>대구광역시 중구 동성로2가 88-25대구광역시 중구 국채보상로 586 (동성로2가)41937교보생명보험(주) 동성로사옥2021-06-28 11:39:06U2021-06-30 02:40:00금융업343959.823762264529.39356대기배출업소관리금융업4종<NA><NA>0<NA>3001028111097
78대기오염물질배출시설설치사업장09_30_08_P34100003410000212015000152015-12-09<NA>1영업/정상11영업<NA><NA><NA><NA>053-250-5555<NA><NA>대구광역시 중구 덕산동 110대구광역시 중구 달구벌대로 2095 (덕산동)41936엔에이치아문디일반사모부동산투자신탁17호(적격)2022-12-06 08:53:39U2022-12-08 02:40:00금융업343787.134092264065.576741대기배출업소관리금융업4종<NA>8.0200<NA>03828501854
89대기오염물질배출시설설치사업장09_30_08_P34100003410000212015000062015-11-20<NA>1영업/정상11영업<NA><NA><NA><NA>053-251-6019<NA><NA>대구광역시 중구 남일동 138-3 국민은행대구지점대구광역시 중구 중앙대로 401, 국민은행대구지점 (남일동)41935(주)국민은행 대구지점2020-08-10 09:19:33U2020-08-12 02:40:00<NA>343836.000284264353.542698대기배출업소관리<NA>5종<NA>10.0150<NA>05048515230
910대기오염물질배출시설설치사업장09_30_08_P34100003410000212015000172015-12-17<NA>1영업/정상11영업<NA><NA><NA><NA>0534288984<NA><NA><NA>대구광역시 중구 국채보상로 611 (문화동, 대구시티센터)41913이지스티디에이치제32호사모부동사투자유한회사2020-12-13 12:44:47U2020-12-15 02:40:00부동산 임대업344223.636477264597.611089대기배출업소관리부동산 임대업4종<NA>8.0300<NA>05048541529
번호개방서비스명개방서비스아이디개방자치단체코드관리번호인허가일자인허가취소일자영업상태구분코드영업상태명상세영업상태코드상세영업상태명폐업일자휴업시작일자휴업종료일자재개업일자소재지전화소재지면적소재지우편번호소재지전체주소도로명전체주소도로명우편번호사업장명최종수정시점데이터갱신구분데이터갱신일자업태구분명좌표정보(X)좌표정보(Y)환경업무구분명업종구분명종별명주생산품명배출시설조업시간배출시설연간가동일수방지시설조업시간방지시설연간가동일수사업자등록번호
51245125대기오염물질배출시설설치사업장09_30_08_P34800003480000212020000062020-03-30<NA>1영업/정상11영업<NA><NA><NA><NA>053-610-9296<NA><NA>대구광역시 달성군 논공읍 본리리 29-88대구광역시 달성군 논공읍 논공중앙로51길 4242982(주)피에프에스2022-01-18 20:02:52U2022-01-20 02:40:00산업용 비경화고무제품 제조업331841.770251249503.543267대기배출업소관리산업용 비경화고무제품 제조업4종연료전지 가스켓24.034024.03406568601922
51255126대기오염물질배출시설설치사업장09_30_08_P34800003480000212020000072020-03-30<NA>1영업/정상11영업<NA><NA><NA><NA>0536107800<NA><NA>대구광역시 달성군 구지면 화산리 1113-8대구광역시 달성군 구지면 국가산단대로33길 21443011(주)거양금속 구지공장2023-03-21 18:33:41U2023-03-23 02:40:00자동차용 동력전달장치 제조업326589.033997240301.167108대기배출업소관리자동차용 동력전달장치 제조업4종자동차부품(디프기어, 스타트모터 등)10.030010.03006158126854
51265127대기오염물질배출시설설치사업장09_30_08_P34800003480000212020000082020-05-15<NA>1영업/정상11영업<NA><NA><NA><NA>053-525-9633<NA><NA>대구광역시 달성군 구지면 창리 1371-8대구광역시 달성군 구지면 국가산단대로33길 15243011(주)코레쉬텍2023-03-17 08:52:36U2023-03-19 02:40:00자동차부품 제조업326906.482716239903.040504대기배출업소관리자동차부품 제조업4종PLA 모사(망사)24.036024.03605158127607
51275128대기오염물질배출시설설치사업장09_30_08_P34800003480000212020000092020-05-28<NA>1영업/정상11영업<NA><NA><NA><NA>053-587-2414<NA><NA>대구광역시 달성군 하빈면 봉촌리 489-9대구광역시 달성군 하빈면 달구벌대로12길 98-2142905(주)재림환경2022-03-07 21:13:29U2022-03-10 02:40:00지정외 폐기물 처리업326594.911997264138.169193대기배출업소관리지정외 폐기물 처리업5종톱밥8.03008.03008308601762
51285129대기오염물질배출시설설치사업장09_30_08_P34800003480000212021000272021-11-02<NA>1영업/정상11영업<NA><NA><NA><NA>053-639-8008<NA><NA>대구광역시 달성군 현풍읍 자모리 838대구광역시 달성군 현풍읍 현풍서로 55943007열린환경(주)2022-06-16 14:59:28U2022-06-18 02:40:00지정외 폐기물 처리업325031.349322245084.83549대기배출업소관리지정외 폐기물 처리업5종<NA>7.03007.03005148151268
51295130대기오염물질배출시설설치사업장09_30_08_P34800003480000212021000252021-10-22<NA>1영업/정상11영업<NA><NA><NA><NA><NA><NA><NA>대구광역시 달성군 논공읍 상리 799-5대구광역시 달성군 논공읍 비슬로262길 35-1342976에코코2023-01-08 16:34:50U2023-01-10 02:40:00도장 및 기타 피막처리업327598.877125250715.785249대기배출업소관리도장 및 기타 피막처리업4종가로등주7.03007.03008382700324
51305131대기오염물질배출시설설치사업장09_30_08_P34800003480000212021000242021-10-08<NA>1영업/정상11영업<NA><NA><NA><NA>053-614-1865<NA><NA>대구광역시 달성군 구지면 화산리 1113-5대구광역시 달성군 구지면 국가산단대로39길 18543011(주)동하정밀 대구지점2023-04-11 17:59:28U2023-04-13 02:40:00자동차용 동력전달장치 제조업326582.517193240512.702279대기배출업소관리자동차용 동력전달장치 제조업4종샤프트(엑슬,드라이브)24.030024.03008448501027
51315132대기오염물질배출시설설치사업장09_30_08_P34800003480000212021000262021-11-02<NA>1영업/정상11영업<NA><NA><NA><NA>053-582-1141<NA><NA>대구광역시 달성군 구지면 내리 846-2 (주)에스탐코리아대구광역시 달성군 구지면 달성2차동1로 75 (주)에스탐코리아43013(주)카이 달성지점2023-02-03 09:59:18U2023-02-05 02:40:00축전지 제조업328292.679692238509.559479대기배출업소관리축전지 제조업5종이차전지소재-나노분말24.030024.03007668502288
51325133대기오염물질배출시설설치사업장09_30_08_P34800003480000212021000282021-11-16<NA>1영업/정상11영업<NA><NA><NA><NA>053-550-8418<NA><NA>대구광역시 달성군 구지면 창리 1363대구광역시 달성군 구지면 국가산단대로39길 15943011(주)SJ테크2022-06-03 19:24:03U2022-06-08 02:40:00기타 자동차부품 제조업326757.091675240218.016125대기배출업소관리기타 자동차부품 제조업5종<NA>22.026422.02641268174308
51335134대기오염물질배출시설설치사업장09_30_08_P34800003480000212023000052023-02-02<NA>1영업/정상11영업<NA><NA><NA><NA>07044578383<NA><NA>대구광역시 달성군 구지면 예현리 764-3 신성하이텍대구광역시 달성군 구지면 달성2차2로 91, 신성하이텍43013(주)유림테크 구지공장2023-02-13 09:14:08U2023-02-15 02:40:00자동차 엔진용 부품 제조업329029.160096238135.819462대기배출업소관리자동차 엔진용 부품 제조업4종<NA>20.030020.03005888501374