Overview

Dataset statistics

Number of variables53
Number of observations151
Missing cells56
Missing cells (%)0.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory64.0 KiB
Average record size in memory433.9 B

Variable types

Numeric8
Text1
Categorical44

Dataset

Description부산광역시_먹는물공동시설(약수터)수질검사결과정보_20220630
Author부산광역시
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15083355

Alerts

검사여부 is highly imbalanced (70.1%)Imbalance
미검사사유 is highly imbalanced (70.1%)Imbalance
분원성대장균군 is highly imbalanced (53.5%)Imbalance
여시니아균 is highly imbalanced (59.3%)Imbalance
납 is highly imbalanced (59.3%)Imbalance
불소 is highly imbalanced (53.6%)Imbalance
비소 is highly imbalanced (65.5%)Imbalance
셀레늄 is highly imbalanced (59.3%)Imbalance
수은 is highly imbalanced (59.3%)Imbalance
시안 is highly imbalanced (59.3%)Imbalance
크롬 is highly imbalanced (59.3%)Imbalance
암모니아성 질소 is highly imbalanced (64.9%)Imbalance
카드뮴 is highly imbalanced (64.9%)Imbalance
보론 is highly imbalanced (50.3%)Imbalance
우라늄 is highly imbalanced (59.2%)Imbalance
페놀 is highly imbalanced (59.3%)Imbalance
다이아지논 is highly imbalanced (59.3%)Imbalance
파라티온 is highly imbalanced (59.3%)Imbalance
페니트로티온 is highly imbalanced (59.3%)Imbalance
카바릴 is highly imbalanced (59.3%)Imbalance
트리클로로에탄 is highly imbalanced (59.3%)Imbalance
테트라클로로에틸렌 is highly imbalanced (59.3%)Imbalance
트리클로로에틸렌 is highly imbalanced (59.3%)Imbalance
디클로로메탄 is highly imbalanced (59.3%)Imbalance
벤젠 is highly imbalanced (59.3%)Imbalance
톨루엔 is highly imbalanced (59.3%)Imbalance
에틸벤젠 is highly imbalanced (59.3%)Imbalance
크실렌 is highly imbalanced (59.3%)Imbalance
디클로로에틸렌 is highly imbalanced (59.3%)Imbalance
사염화탄소 is highly imbalanced (59.3%)Imbalance
디브로모 클로로프로판 is highly imbalanced (70.1%)Imbalance
다이옥산 is highly imbalanced (59.3%)Imbalance
냄새(소독외의 냄새) is highly imbalanced (70.1%)Imbalance
동 is highly imbalanced (62.9%)Imbalance
색도 is highly imbalanced (70.1%)Imbalance
세제(음이온계면활성제) is highly imbalanced (70.1%)Imbalance
철 is highly imbalanced (70.1%)Imbalance
망간 is highly imbalanced (77.9%)Imbalance
알루미늄 is highly imbalanced (61.9%)Imbalance
일반세균 중온 has 8 (5.3%) missing valuesMissing
질산성 질소 has 8 (5.3%) missing valuesMissing
경도 has 8 (5.3%) missing valuesMissing
수소이온농도 has 8 (5.3%) missing valuesMissing
염소이온 has 8 (5.3%) missing valuesMissing
탁도 has 8 (5.3%) missing valuesMissing
황산이온 has 8 (5.3%) missing valuesMissing
번호 has unique valuesUnique
공동시설명 has unique valuesUnique
일반세균 중온 has 48 (31.8%) zerosZeros

Reproduction

Analysis started2024-03-13 13:14:22.542684
Analysis finished2024-03-13 13:14:23.280227
Duration0.74 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct151
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76
Minimum1
Maximum151
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:23.353729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile8.5
Q138.5
median76
Q3113.5
95-th percentile143.5
Maximum151
Range150
Interquartile range (IQR)75

Descriptive statistics

Standard deviation43.734045
Coefficient of variation (CV)0.57544796
Kurtosis-1.2
Mean76
Median Absolute Deviation (MAD)38
Skewness0
Sum11476
Variance1912.6667
MonotonicityStrictly increasing
2024-03-13T22:14:23.523136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.7%
105 1
 
0.7%
98 1
 
0.7%
99 1
 
0.7%
100 1
 
0.7%
101 1
 
0.7%
102 1
 
0.7%
103 1
 
0.7%
104 1
 
0.7%
106 1
 
0.7%
Other values (141) 141
93.4%
ValueCountFrequency (%)
1 1
0.7%
2 1
0.7%
3 1
0.7%
4 1
0.7%
5 1
0.7%
6 1
0.7%
7 1
0.7%
8 1
0.7%
9 1
0.7%
10 1
0.7%
ValueCountFrequency (%)
151 1
0.7%
150 1
0.7%
149 1
0.7%
148 1
0.7%
147 1
0.7%
146 1
0.7%
145 1
0.7%
144 1
0.7%
143 1
0.7%
142 1
0.7%

공동시설명
Text

UNIQUE 

Distinct151
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2024-03-13T22:14:23.852251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length11
Mean length7.1721854
Min length5

Characters and Unicode

Total characters1083
Distinct characters163
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique151 ?
Unique (%)100.0%

Sample

1st row서구 서대신동 꽃마을
2nd row서구 중앙공원민속관
3rd row서구 중앙공원석탑
4th row서구 중앙공원구이
5th row서구 중앙공원옥천
ValueCountFrequency (%)
부산진구 24
 
7.9%
사상구 18
 
5.9%
금정구 15
 
4.9%
사하구 15
 
4.9%
북구 13
 
4.3%
남구 12
 
3.9%
영도구 10
 
3.3%
해운대구 10
 
3.3%
동래구 10
 
3.3%
서구 7
 
2.3%
Other values (151) 170
55.9%
2024-03-13T22:14:24.402854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
153
 
14.1%
구 151
 
13.9%
산 45
 
4.2%
사 44
 
4.1%
정 36
 
3.3%
부 26
 
2.4%
수 26
 
2.4%
진 24
 
2.2%
동 23
 
2.1%
금 22
 
2.0%
Other values (153) 533
49.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 909
83.9%
Space Separator 153
 
14.1%
Open Punctuation 8
 
0.7%
Close Punctuation 8
 
0.7%
Decimal Number 5
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 151
 
16.6%
산 45
 
5.0%
사 44
 
4.8%
정 36
 
4.0%
부 26
 
2.9%
수 26
 
2.9%
진 24
 
2.6%
동 23
 
2.5%
금 22
 
2.4%
상 19
 
2.1%
Other values (147) 493
54.2%
Decimal Number
ValueCountFrequency (%)
1 2
40.0%
2 2
40.0%
4 1
20.0%
Space Separator
ValueCountFrequency (%)
153
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 909
83.9%
Common 174
 
16.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 151
 
16.6%
산 45
 
5.0%
사 44
 
4.8%
정 36
 
4.0%
부 26
 
2.9%
수 26
 
2.9%
진 24
 
2.6%
동 23
 
2.5%
금 22
 
2.4%
상 19
 
2.1%
Other values (147) 493
54.2%
Common
ValueCountFrequency (%)
153
87.9%
( 8
 
4.6%
) 8
 
4.6%
1 2
 
1.1%
2 2
 
1.1%
4 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 909
83.9%
ASCII 174
 
16.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
153
87.9%
( 8
 
4.6%
) 8
 
4.6%
1 2
 
1.1%
2 2
 
1.1%
4 1
 
0.6%
Hangul
ValueCountFrequency (%)
구 151
 
16.6%
산 45
 
5.0%
사 44
 
4.8%
정 36
 
4.0%
부 26
 
2.9%
수 26
 
2.9%
진 24
 
2.6%
동 23
 
2.5%
금 22
 
2.4%
상 19
 
2.1%
Other values (147) 493
54.2%

검사여부
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
검사
143 
미검사
 
8

Length

Max length3
Median length2
Mean length2.0529801
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
검사 143
94.7%
미검사 8
 
5.3%

Length

2024-03-13T22:14:24.545494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:24.657974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
검사 143
94.7%
미검사 8
 
5.3%

미검사사유
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
<NA>
143 
수원고갈
 
8

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 143
94.7%
수원고갈 8
 
5.3%

Length

2024-03-13T22:14:24.788114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:24.893077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 143
94.7%
수원고갈 8
 
5.3%

검사일자
Categorical

Distinct20
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2022-05-11
22 
2022-04-21
19 
2022-04-05
18 
2022-04-20
15 
2022-05-16
12 
Other values (15)
65 

Length

Max length10
Median length10
Mean length9.6821192
Min length4

Unique

Unique2 ?
Unique (%)1.3%

Sample

1st row2022-04-22
2nd row2022-04-22
3rd row2022-04-22
4th row2022-04-22
5th row2022-04-22

Common Values

ValueCountFrequency (%)
2022-05-11 22
14.6%
2022-04-21 19
12.6%
2022-04-05 18
11.9%
2022-04-20 15
9.9%
2022-05-16 12
7.9%
2022-05-04 10
 
6.6%
<NA> 8
 
5.3%
2022-04-28 8
 
5.3%
2022-04-22 7
 
4.6%
2022-05-09 4
 
2.6%
Other values (10) 28
18.5%

Length

2024-03-13T22:14:25.024895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2022-05-11 22
14.6%
2022-04-21 19
12.6%
2022-04-05 18
11.9%
2022-04-20 15
9.9%
2022-05-16 12
7.9%
2022-05-04 10
 
6.6%
na 8
 
5.3%
2022-04-28 8
 
5.3%
2022-04-22 7
 
4.6%
2022-04-25 4
 
2.6%
Other values (10) 28
18.5%

검사결과
Categorical

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
적합
120 
부적합
23 
<NA>
 
8

Length

Max length4
Median length2
Mean length2.2582781
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
적합 120
79.5%
부적합 23
 
15.2%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:25.204409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:25.370893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
적합 120
79.5%
부적합 23
 
15.2%
na 8
 
5.3%

일반세균 중온
Real number (ℝ)

MISSING  ZEROS 

Distinct48
Distinct (%)33.6%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean61.86014
Minimum0
Maximum2500
Zeros48
Zeros (%)31.8%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:25.506348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q320
95-th percentile126.5
Maximum2500
Range2500
Interquartile range (IQR)20

Descriptive statistics

Standard deviation266.53281
Coefficient of variation (CV)4.3086358
Kurtosis55.018365
Mean61.86014
Median Absolute Deviation (MAD)2
Skewness6.9823864
Sum8846
Variance71039.741
MonotonicityNot monotonic
2024-03-13T22:14:25.677185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
0 48
31.8%
2 13
 
8.6%
1 12
 
7.9%
4 5
 
3.3%
8 4
 
2.6%
7 4
 
2.6%
5 4
 
2.6%
3 3
 
2.0%
19 3
 
2.0%
94 3
 
2.0%
Other values (38) 44
29.1%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
0 48
31.8%
1 12
 
7.9%
2 13
 
8.6%
3 3
 
2.0%
4 5
 
3.3%
5 4
 
2.6%
6 2
 
1.3%
7 4
 
2.6%
8 4
 
2.6%
9 2
 
1.3%
ValueCountFrequency (%)
2500 1
 
0.7%
1300 1
 
0.7%
1200 1
 
0.7%
910 1
 
0.7%
400 1
 
0.7%
300 1
 
0.7%
230 1
 
0.7%
130 1
 
0.7%
95 1
 
0.7%
94 3
2.0%

총대장균군
Categorical

Distinct4
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
103 
검출
38 
<NA>
 
8
불검출
 
2

Length

Max length4
Median length3
Mean length2.8145695
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 103
68.2%
검출 38
 
25.2%
<NA> 8
 
5.3%
불검출 2
 
1.3%

Length

2024-03-13T22:14:25.823498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:25.970185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 105
69.5%
검출 38
 
25.2%
na 8
 
5.3%

분원성대장균군
Categorical

IMBALANCE 

Distinct4
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
125 
검출
 
11
<NA>
 
8
불검출
 
7

Length

Max length4
Median length3
Mean length3.0264901
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 125
82.8%
검출 11
 
7.3%
<NA> 8
 
5.3%
불검출 7
 
4.6%

Length

2024-03-13T22:14:26.113115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:26.261614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 132
87.4%
검출 11
 
7.3%
na 8
 
5.3%

여시니아균
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:26.428911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:26.565315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

납
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:26.692842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:26.815202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

불소
Categorical

IMBALANCE 

Distinct14
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
109 
불검출
 
10
<NA>
 
8
0.15
 
5
0.16
 
3
Other values (9)
16 

Length

Max length4
Median length3
Mean length3.2715232
Min length3

Unique

Unique3 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 109
72.2%
불검출 10
 
6.6%
<NA> 8
 
5.3%
0.15 5
 
3.3%
0.16 3
 
2.0%
0.18 3
 
2.0%
0.25 2
 
1.3%
0.24 2
 
1.3%
0.21 2
 
1.3%
0.36 2
 
1.3%
Other values (4) 5
 
3.3%

Length

2024-03-13T22:14:26.919350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
불검출 119
78.8%
na 8
 
5.3%
0.15 5
 
3.3%
0.16 3
 
2.0%
0.18 3
 
2.0%
0.25 2
 
1.3%
0.24 2
 
1.3%
0.21 2
 
1.3%
0.36 2
 
1.3%
0.26 2
 
1.3%
Other values (3) 3
 
2.0%

비소
Categorical

IMBALANCE 

Distinct5
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
130 
불검출
 
10
<NA>
 
8
0.007
 
2
0.005
 
1

Length

Max length5
Median length3
Mean length3.1589404
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 130
86.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%
0.007 2
 
1.3%
0.005 1
 
0.7%

Length

2024-03-13T22:14:27.043730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:27.189141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 140
92.7%
na 8
 
5.3%
0.007 2
 
1.3%
0.005 1
 
0.7%

셀레늄
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:27.327532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:27.480490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

수은
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:27.650694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:27.775638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

시안
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:27.900254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:28.035745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

크롬
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:28.166596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:28.286518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

암모니아성 질소
Categorical

IMBALANCE 

Distinct4
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
132 
불검출
 
10
<NA>
 
8
0.06
 
1

Length

Max length4
Median length3
Mean length3.1258278
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 132
87.4%
불검출 10
 
6.6%
<NA> 8
 
5.3%
0.06 1
 
0.7%

Length

2024-03-13T22:14:28.401491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:28.508266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 142
94.0%
na 8
 
5.3%
0.06 1
 
0.7%

질산성 질소
Real number (ℝ)

MISSING 

Distinct49
Distinct (%)34.3%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean2.306993
Minimum0.4
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:28.646519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.4
5-th percentile0.71
Q11.1
median1.9
Q33
95-th percentile5.58
Maximum8
Range7.6
Interquartile range (IQR)1.9

Descriptive statistics

Standard deviation1.5150722
Coefficient of variation (CV)0.65673029
Kurtosis1.2329761
Mean2.306993
Median Absolute Deviation (MAD)0.9
Skewness1.2342535
Sum329.9
Variance2.2954437
MonotonicityNot monotonic
2024-03-13T22:14:28.841854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0.9 9
 
6.0%
0.8 8
 
5.3%
1.0 8
 
5.3%
1.3 8
 
5.3%
2.3 6
 
4.0%
1.4 5
 
3.3%
1.9 5
 
3.3%
1.1 5
 
3.3%
1.5 5
 
3.3%
1.6 5
 
3.3%
Other values (39) 79
52.3%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
0.4 2
 
1.3%
0.5 1
 
0.7%
0.6 3
 
2.0%
0.7 2
 
1.3%
0.8 8
5.3%
0.9 9
6.0%
1.0 8
5.3%
1.1 5
3.3%
1.2 2
 
1.3%
1.3 8
5.3%
ValueCountFrequency (%)
8.0 1
0.7%
6.4 2
1.3%
6.2 1
0.7%
6.0 1
0.7%
5.7 1
0.7%
5.6 2
1.3%
5.4 1
0.7%
5.3 1
0.7%
5.0 1
0.7%
4.9 1
0.7%

카드뮴
Categorical

IMBALANCE 

Distinct4
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
132 
불검출
 
10
<NA>
 
8
0.002
 
1

Length

Max length5
Median length3
Mean length3.1324503
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 132
87.4%
불검출 10
 
6.6%
<NA> 8
 
5.3%
0.002 1
 
0.7%

Length

2024-03-13T22:14:29.018891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:29.152499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 142
94.0%
na 8
 
5.3%
0.002 1
 
0.7%

보론
Categorical

IMBALANCE 

Distinct5
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0.01
114 
불검출
23 
<NA>
 
8
0.02
 
5
0.1
 
1

Length

Max length4
Median length4
Mean length3.8410596
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

1st row불검출
2nd row불검출
3rd row불검출
4th row불검출
5th row0.01

Common Values

ValueCountFrequency (%)
0.01 114
75.5%
불검출 23
 
15.2%
<NA> 8
 
5.3%
0.02 5
 
3.3%
0.1 1
 
0.7%

Length

2024-03-13T22:14:29.274895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:29.400589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.01 114
75.5%
불검출 23
 
15.2%
na 8
 
5.3%
0.02 5
 
3.3%
0.1 1
 
0.7%

우라늄
Categorical

IMBALANCE 

Distinct12
Distinct (%)7.9%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
115 
0.0001
12 
<NA>
 
8
0.0002
 
4
0.0005
 
4
Other values (7)
 
8

Length

Max length6
Median length3
Mean length3.602649
Min length3

Unique

Unique6 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 115
76.2%
0.0001 12
 
7.9%
<NA> 8
 
5.3%
0.0002 4
 
2.6%
0.0005 4
 
2.6%
0.0009 2
 
1.3%
0.0029 1
 
0.7%
0.0039 1
 
0.7%
0.0016 1
 
0.7%
0.006 1
 
0.7%
Other values (2) 2
 
1.3%

Length

2024-03-13T22:14:29.528548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
불검출 115
76.2%
0.0001 12
 
7.9%
na 8
 
5.3%
0.0002 4
 
2.6%
0.0005 4
 
2.6%
0.0009 2
 
1.3%
0.0029 1
 
0.7%
0.0039 1
 
0.7%
0.0016 1
 
0.7%
0.006 1
 
0.7%
Other values (2) 2
 
1.3%

페놀
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:29.684810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:29.839628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

다이아지논
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:29.985293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:30.098495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

파라티온
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:30.547405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:30.661268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

페니트로티온
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:30.791978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:30.904027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

카바릴
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:31.025612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.143101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

트리클로로에탄
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:31.251921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.362352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

테트라클로로에틸렌
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:31.537823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.683727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

트리클로로에틸렌
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:31.794031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.903945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

디클로로메탄
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:32.065050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:32.230749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

벤젠
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:32.370979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:32.495999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

톨루엔
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:32.617054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:32.741508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

에틸벤젠
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:32.876915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.006445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

크실렌
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:33.148229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.279539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

디클로로에틸렌
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:33.425909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.532426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

사염화탄소
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:33.656378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.762146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

디브로모 클로로프로판
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
143 
<NA>
 
8

Length

Max length4
Median length3
Mean length3.0529801
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 143
94.7%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:33.889645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:34.012418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

다이옥산
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
133 
불검출
 
10
<NA>
 
8

Length

Max length4
Median length3
Mean length3.1192053
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 133
88.1%
불검출 10
 
6.6%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:34.121749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:34.269305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

경도
Real number (ℝ)

MISSING 

Distinct67
Distinct (%)46.9%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean45.72028
Minimum9
Maximum149
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:34.455845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9
5-th percentile17
Q127
median38
Q357
95-th percentile98.9
Maximum149
Range140
Interquartile range (IQR)30

Descriptive statistics

Standard deviation26.297433
Coefficient of variation (CV)0.57518094
Kurtosis2.4941468
Mean45.72028
Median Absolute Deviation (MAD)14
Skewness1.4710979
Sum6538
Variance691.55501
MonotonicityNot monotonic
2024-03-13T22:14:34.647129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
42 6
 
4.0%
20 5
 
3.3%
35 5
 
3.3%
33 5
 
3.3%
27 5
 
3.3%
34 4
 
2.6%
23 4
 
2.6%
14 4
 
2.6%
30 4
 
2.6%
44 4
 
2.6%
Other values (57) 97
64.2%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
9 1
 
0.7%
14 4
2.6%
15 1
 
0.7%
17 4
2.6%
19 1
 
0.7%
20 5
3.3%
21 1
 
0.7%
22 3
2.0%
23 4
2.6%
24 3
2.0%
ValueCountFrequency (%)
149 1
0.7%
144 1
0.7%
126 1
0.7%
112 1
0.7%
104 1
0.7%
103 1
0.7%
101 1
0.7%
99 1
0.7%
98 1
0.7%
96 2
1.3%

과망간산칼륨소비량
Categorical

Distinct6
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
68 
0.3
43 
0.4
24 
<NA>
8 
0.5
7 

Length

Max length4
Median length3
Mean length3.0529801
Min length3

Unique

Unique1 ?
Unique (%)0.7%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 68
45.0%
0.3 43
28.5%
0.4 24
 
15.9%
<NA> 8
 
5.3%
0.5 7
 
4.6%
0.6 1
 
0.7%

Length

2024-03-13T22:14:34.798382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:34.917421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 68
45.0%
0.3 43
28.5%
0.4 24
 
15.9%
na 8
 
5.3%
0.5 7
 
4.6%
0.6 1
 
0.7%

냄새(소독외의 냄새)
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
없음
143 
<NA>
 
8

Length

Max length4
Median length2
Mean length2.1059603
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
없음 143
94.7%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:35.072779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:35.193169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
없음 143
94.7%
na 8
 
5.3%

동
Categorical

IMBALANCE 

Distinct13
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
120 
<NA>
 
8
0.004
 
6
0.006
 
5
0.013
 
2
Other values (8)
 
10

Length

Max length5
Median length3
Mean length3.3509934
Min length3

Unique

Unique6 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 120
79.5%
<NA> 8
 
5.3%
0.004 6
 
4.0%
0.006 5
 
3.3%
0.013 2
 
1.3%
0.033 2
 
1.3%
0.016 2
 
1.3%
0.019 1
 
0.7%
0.012 1
 
0.7%
0.007 1
 
0.7%
Other values (3) 3
 
2.0%

Length

2024-03-13T22:14:35.340275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
불검출 120
79.5%
na 8
 
5.3%
0.004 6
 
4.0%
0.006 5
 
3.3%
0.013 2
 
1.3%
0.033 2
 
1.3%
0.016 2
 
1.3%
0.019 1
 
0.7%
0.012 1
 
0.7%
0.007 1
 
0.7%
Other values (3) 3
 
2.0%

색도
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
1
143 
<NA>
 
8

Length

Max length4
Median length1
Mean length1.1589404
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 143
94.7%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:35.495880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:35.623070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 143
94.7%
na 8
 
5.3%

세제(음이온계면활성제)
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
143 
<NA>
 
8

Length

Max length4
Median length3
Mean length3.0529801
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 143
94.7%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:35.745446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:35.856384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

수소이온농도
Real number (ℝ)

MISSING 

Distinct21
Distinct (%)14.7%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean5.9951049
Minimum5
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:35.957284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile5.21
Q15.7
median6
Q36.3
95-th percentile6.7
Maximum7
Range2
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.45055969
Coefficient of variation (CV)0.075154597
Kurtosis-0.62595083
Mean5.9951049
Median Absolute Deviation (MAD)0.3
Skewness-0.034955531
Sum857.3
Variance0.20300404
MonotonicityNot monotonic
2024-03-13T22:14:36.101861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
5.9 14
 
9.3%
5.7 13
 
8.6%
5.6 11
 
7.3%
6.3 10
 
6.6%
6.0 10
 
6.6%
5.8 10
 
6.6%
6.1 9
 
6.0%
6.2 9
 
6.0%
6.5 9
 
6.0%
6.4 8
 
5.3%
Other values (11) 40
26.5%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
5.0 3
 
2.0%
5.1 1
 
0.7%
5.2 4
 
2.6%
5.3 4
 
2.6%
5.4 3
 
2.0%
5.5 7
4.6%
5.6 11
7.3%
5.7 13
8.6%
5.8 10
6.6%
5.9 14
9.3%
ValueCountFrequency (%)
7.0 1
 
0.7%
6.9 1
 
0.7%
6.8 3
 
2.0%
6.7 7
4.6%
6.6 6
4.0%
6.5 9
6.0%
6.4 8
5.3%
6.3 10
6.6%
6.2 9
6.0%
6.1 9
6.0%

아연
Categorical

Distinct36
Distinct (%)23.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
38 
0.002
16 
0.003
14 
0.004
13 
0.006
9 
Other values (31)
61 

Length

Max length5
Median length5
Mean length4.397351
Min length3

Unique

Unique21 ?
Unique (%)13.9%

Sample

1st row0.026
2nd row0.022
3rd row불검출
4th row0.002
5th row불검출

Common Values

ValueCountFrequency (%)
불검출 38
25.2%
0.002 16
10.6%
0.003 14
 
9.3%
0.004 13
 
8.6%
0.006 9
 
6.0%
0.005 8
 
5.3%
<NA> 8
 
5.3%
0.007 7
 
4.6%
0.008 5
 
3.3%
0.017 2
 
1.3%
Other values (26) 31
20.5%

Length

2024-03-13T22:14:36.276402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
불검출 38
25.2%
0.002 16
10.6%
0.003 14
 
9.3%
0.004 13
 
8.6%
0.006 9
 
6.0%
0.005 8
 
5.3%
na 8
 
5.3%
0.007 7
 
4.6%
0.008 5
 
3.3%
0.012 2
 
1.3%
Other values (26) 31
20.5%

염소이온
Real number (ℝ)

MISSING 

Distinct70
Distinct (%)49.0%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean11.548252
Minimum6
Maximum41.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:36.415432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile6.85
Q19.1
median10.4
Q312
95-th percentile22.63
Maximum41.8
Range35.8
Interquartile range (IQR)2.9

Descriptive statistics

Standard deviation5.1643667
Coefficient of variation (CV)0.44719901
Kurtosis11.748306
Mean11.548252
Median Absolute Deviation (MAD)1.4
Skewness3.1163799
Sum1651.4
Variance26.670684
MonotonicityNot monotonic
2024-03-13T22:14:36.661661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10.9 8
 
5.3%
10.0 7
 
4.6%
12.0 6
 
4.0%
9.1 5
 
3.3%
9.6 5
 
3.3%
10.4 4
 
2.6%
11.0 3
 
2.0%
9.5 3
 
2.0%
6.8 3
 
2.0%
10.6 3
 
2.0%
Other values (60) 96
63.6%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
6.0 2
1.3%
6.3 1
 
0.7%
6.6 2
1.3%
6.8 3
2.0%
7.3 1
 
0.7%
7.5 1
 
0.7%
7.6 1
 
0.7%
7.7 1
 
0.7%
7.8 2
1.3%
7.9 1
 
0.7%
ValueCountFrequency (%)
41.8 1
0.7%
33.1 1
0.7%
29.0 1
0.7%
27.8 1
0.7%
27.7 1
0.7%
27.6 1
0.7%
25.2 1
0.7%
22.7 1
0.7%
22.0 1
0.7%
21.2 1
0.7%

철
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
143 
<NA>
 
8

Length

Max length4
Median length3
Mean length3.0529801
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 143
94.7%
<NA> 8
 
5.3%

Length

2024-03-13T22:14:36.822883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:36.929749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 143
94.7%
na 8
 
5.3%

망간
Categorical

IMBALANCE 

Distinct5
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
139 
<NA>
 
8
0.004
 
2
0.074
 
1
0.006
 
1

Length

Max length5
Median length3
Mean length3.1059603
Min length3

Unique

Unique2 ?
Unique (%)1.3%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 139
92.1%
<NA> 8
 
5.3%
0.004 2
 
1.3%
0.074 1
 
0.7%
0.006 1
 
0.7%

Length

2024-03-13T22:14:37.093826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:37.240100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 139
92.1%
na 8
 
5.3%
0.004 2
 
1.3%
0.074 1
 
0.7%
0.006 1
 
0.7%

탁도
Real number (ℝ)

MISSING 

Distinct55
Distinct (%)38.5%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean0.32818182
Minimum0.04
Maximum5.22
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:37.362227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.04
5-th percentile0.05
Q10.105
median0.19
Q30.36
95-th percentile0.897
Maximum5.22
Range5.18
Interquartile range (IQR)0.255

Descriptive statistics

Standard deviation0.56596501
Coefficient of variation (CV)1.7245471
Kurtosis47.215875
Mean0.32818182
Median Absolute Deviation (MAD)0.12
Skewness6.2691926
Sum46.93
Variance0.32031639
MonotonicityNot monotonic
2024-03-13T22:14:37.537287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.06 13
 
8.6%
0.18 9
 
6.0%
0.05 8
 
5.3%
0.21 7
 
4.6%
0.23 6
 
4.0%
0.19 5
 
3.3%
0.07 5
 
3.3%
0.08 5
 
3.3%
0.36 4
 
2.6%
0.13 4
 
2.6%
Other values (45) 77
51.0%
(Missing) 8
 
5.3%
ValueCountFrequency (%)
0.04 1
 
0.7%
0.05 8
5.3%
0.06 13
8.6%
0.07 5
 
3.3%
0.08 5
 
3.3%
0.09 3
 
2.0%
0.1 1
 
0.7%
0.11 4
 
2.6%
0.12 4
 
2.6%
0.13 4
 
2.6%
ValueCountFrequency (%)
5.22 1
0.7%
3.66 1
0.7%
1.55 1
0.7%
1.54 1
0.7%
1.27 1
0.7%
1.18 1
0.7%
0.92 1
0.7%
0.9 1
0.7%
0.87 1
0.7%
0.83 1
0.7%

황산이온
Real number (ℝ)

MISSING 

Distinct20
Distinct (%)14.0%
Missing8
Missing (%)5.3%
Infinite0
Infinite (%)0.0%
Mean9.6314685
Minimum1.3
Maximum54
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T22:14:38.060460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.3
5-th percentile4
Q16
median9
Q311
95-th percentile16.8
Maximum54
Range52.7
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.2304728
Coefficient of variation (CV)0.64688711
Kurtosis23.186435
Mean9.6314685
Median Absolute Deviation (MAD)2
Skewness4.065385
Sum1377.3
Variance38.818791
MonotonicityNot monotonic
2024-03-13T22:14:38.177651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
8.0 17
11.3%
6.0 17
11.3%
10.0 16
10.6%
11.0 16
10.6%
9.0 14
9.3%
7.0 14
9.3%
13.0 10
6.6%
4.0 9
6.0%
5.0 8
5.3%
12.0 5
 
3.3%
Other values (10) 17
11.3%
(Missing) 8
5.3%
ValueCountFrequency (%)
1.3 1
 
0.7%
3.0 3
 
2.0%
4.0 9
6.0%
5.0 8
5.3%
6.0 17
11.3%
7.0 14
9.3%
8.0 17
11.3%
9.0 14
9.3%
10.0 16
10.6%
11.0 16
10.6%
ValueCountFrequency (%)
54.0 1
 
0.7%
42.0 1
 
0.7%
30.0 2
 
1.3%
22.0 1
 
0.7%
18.0 2
 
1.3%
17.0 1
 
0.7%
15.0 2
 
1.3%
14.0 3
 
2.0%
13.0 10
6.6%
12.0 5
3.3%

알루미늄
Categorical

IMBALANCE 

Distinct10
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
불검출
120 
0.02
 
10
<NA>
 
8
0.03
 
5
0.08
 
2
Other values (5)
 
6

Length

Max length4
Median length3
Mean length3.1986755
Min length3

Unique

Unique4 ?
Unique (%)2.6%

Sample

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

Common Values

ValueCountFrequency (%)
불검출 120
79.5%
0.02 10
 
6.6%
<NA> 8
 
5.3%
0.03 5
 
3.3%
0.08 2
 
1.3%
0.04 2
 
1.3%
0.05 1
 
0.7%
0.1 1
 
0.7%
0.07 1
 
0.7%
0.09 1
 
0.7%

Length

2024-03-13T22:14:38.304445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:38.453034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
불검출 120
79.5%
0.02 10
 
6.6%
na 8
 
5.3%
0.03 5
 
3.3%
0.08 2
 
1.3%
0.04 2
 
1.3%
0.05 1
 
0.7%
0.1 1
 
0.7%
0.07 1
 
0.7%
0.09 1
 
0.7%

Sample

번호공동시설명검사여부미검사사유검사일자검사결과일반세균 중온총대장균군분원성대장균군여시니아균납불소비소셀레늄수은시안크롬암모니아성 질소질산성 질소카드뮴보론우라늄페놀다이아지논파라티온페니트로티온카바릴트리클로로에탄테트라클로로에틸렌트리클로로에틸렌디클로로메탄벤젠톨루엔에틸벤젠크실렌디클로로에틸렌사염화탄소디브로모 클로로프로판다이옥산경도과망간산칼륨소비량냄새(소독외의 냄새)동색도세제(음이온계면활성제)수소이온농도아연염소이온철망간탁도황산이온알루미늄
01서구 서대신동 꽃마을검사<NA>2022-04-22적합1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출3.0불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출56불검출없음불검출1불검출5.40.02615.7불검출불검출0.078.0불검출
12서구 중앙공원민속관검사<NA>2022-04-22적합2불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출1.1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출40불검출없음불검출1불검출6.20.02213.3불검출불검출0.158.0불검출
23서구 중앙공원석탑검사<NA>2022-04-22적합1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출1.1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출22불검출없음불검출1불검출6.4불검출9.1불검출불검출0.317.0불검출
34서구 중앙공원구이검사<NA>2022-04-22적합92불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출1.3불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출45불검출없음불검출1불검출6.80.00210.4불검출불검출0.236.0불검출
45서구 중앙공원옥천검사<NA>2022-04-22적합1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출1.4불검출0.01불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출510.3없음불검출1불검출6.7불검출8.1불검출불검출0.074.0불검출
56서구 중앙공원팔각정검사<NA>2022-04-22적합14불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출1.7불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출42불검출없음불검출1불검출5.90.00511.7불검출불검출0.068.0불검출
67서구 남부민동 천마정검사<NA>2022-04-22적합8불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출2.1불검출0.01불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출96불검출없음0.0131불검출6.40.0722.7불검출불검출0.0618.0불검출
78동구 만리산검사<NA>2022-05-11적합5검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출0.4불검출불검출0.0001불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출170.4없음0.0331불검출5.20.0812.0불검출불검출0.0813.0불검출
89동구 청조검사<NA>2022-05-11적합1불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출2.8불검출0.01불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출33불검출없음불검출1불검출6.4불검출9.2불검출불검출0.184.0불검출
910동구 수정샘검사<NA>2022-05-11적합2불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출0.9불검출0.01불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출불검출42불검출없음0.0191불검출5.80.0389.6불검출불검출0.44.0불검출
번호공동시설명검사여부미검사사유검사일자검사결과일반세균 중온총대장균군분원성대장균군여시니아균납불소비소셀레늄수은시안크롬암모니아성 질소질산성 질소카드뮴보론우라늄페놀다이아지논파라티온페니트로티온카바릴트리클로로에탄테트라클로로에틸렌트리클로로에틸렌디클로로메탄벤젠톨루엔에틸벤젠크실렌디클로로에틸렌사염화탄소디브로모 클로로프로판다이옥산경도과망간산칼륨소비량냄새(소독외의 냄새)동색도세제(음이온계면활성제)수소이온농도아연염소이온철망간탁도황산이온알루미늄
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