gimi9 Pandas Profiling

Dataset statistics

Number of variables	68
Number of observations	9548
Missing cells	11955
Missing cells (%)	1.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 MiB
Average record size in memory	602.0 B

Variable types

Numeric	44
Text	4
Categorical	20

Dataset

Description	수도법에 따라 매년 실시하는 계곡수를 사용하는 소규모수도시설의 먹는물 검사 결과 데이터로, 수질검사결과, 수질검사기관 등을 포함* 상세자료조회는 아래 URL을 참고 해주시기 바랍니다.https://www.waternow.go.kr/web/lawData/?pMENUID=4&ATTR_1=2008
Author	한국수자원공사
URL	https://www.data.go.kr/data/15093949/fileData.do

Alerts

`수도규모` has constant value ""	Constant
`수원` has constant value ""	Constant
`페놀` has constant value ""	Constant
`파라티온` has constant value ""	Constant
`페니트로티온` has constant value ""	Constant
`카바릴` has constant value ""	Constant
`총대장균군` is highly imbalanced (88.7%)	Imbalance
`수은` is highly imbalanced (99.7%)	Imbalance
`시안` is highly imbalanced (99.6%)	Imbalance
`크롬` is highly imbalanced (98.8%)	Imbalance
`카드뮴` is highly imbalanced (99.2%)	Imbalance
`다이아지논` is highly imbalanced (99.4%)	Imbalance
`1-2-디브로모-3-클로로프로판` is highly imbalanced (97.0%)	Imbalance
`테트라클로로에틸렌` is highly imbalanced (99.0%)	Imbalance
`벤젠` is highly imbalanced (99.5%)	Imbalance
`사염화탄소` is highly imbalanced (99.6%)	Imbalance
`냄새` is highly imbalanced (99.7%)	Imbalance
`맛` is highly imbalanced (99.7%)	Imbalance
`세제` is highly imbalanced (99.5%)	Imbalance
`대장균_분원성대장균군` is highly imbalanced (96.2%)	Imbalance
`브롬산염` has 4229 (44.3%) missing values	Missing
`우라늄` has 7696 (80.6%) missing values	Missing
`일반세균` is highly skewed (γ1 = 54.20849986)	Skewed
`1-1-1-트리클로로에탄` is highly skewed (γ1 = 36.49978899)	Skewed
`트리클로로에틸렌` is highly skewed (γ1 = 39.45095767)	Skewed
`톨루엔` is highly skewed (γ1 = 67.39966687)	Skewed
`크실렌` is highly skewed (γ1 = 31.61556136)	Skewed
`1-1-디클로로에틸렌` is highly skewed (γ1 = 45.30271159)	Skewed
`동` is highly skewed (γ1 = 21.89896535)	Skewed
`망간` is highly skewed (γ1 = 73.58508049)	Skewed
`탁도` is highly skewed (γ1 = 33.33376148)	Skewed
`알루미늄` is highly skewed (γ1 = 72.52245697)	Skewed
`붕소` is highly skewed (γ1 = 35.63655118)	Skewed
`디브로모아세토니트릴` is highly skewed (γ1 = 21.17518537)	Skewed
`디클로로아세토니트릴` is highly skewed (γ1 = 25.97288279)	Skewed
`포름알데히드` is highly skewed (γ1 = 21.46585092)	Skewed
`연번` has unique values	Unique
`일반세균` has 7152 (74.9%) zeros	Zeros
`납` has 9514 (99.6%) zeros	Zeros
`불소` has 7834 (82.0%) zeros	Zeros
`비소` has 9208 (96.4%) zeros	Zeros
`셀레늄` has 9517 (99.7%) zeros	Zeros
`암모니아성질소` has 9158 (95.9%) zeros	Zeros
`질산성질소` has 305 (3.2%) zeros	Zeros
`총트리할로메탄` has 5132 (53.7%) zeros	Zeros
`1-1-1-트리클로로에탄` has 9536 (99.9%) zeros	Zeros
`트리클로로에틸렌` has 9535 (99.9%) zeros	Zeros
`디클로로메탄` has 9358 (98.0%) zeros	Zeros
`톨루엔` has 9090 (95.2%) zeros	Zeros
`에틸벤젠` has 9427 (98.7%) zeros	Zeros
`크실렌` has 9458 (99.1%) zeros	Zeros
`1-1-디클로로에틸렌` has 9490 (99.4%) zeros	Zeros
`과망간산칼륨소비량` has 731 (7.7%) zeros	Zeros
`동` has 7608 (79.7%) zeros	Zeros
`색도` has 3910 (41.0%) zeros	Zeros
`아연` has 2099 (22.0%) zeros	Zeros
`철` has 8822 (92.4%) zeros	Zeros
`망간` has 9116 (95.5%) zeros	Zeros
`탁도` has 127 (1.3%) zeros	Zeros
`황산이온` has 872 (9.1%) zeros	Zeros
`알루미늄` has 7671 (80.3%) zeros	Zeros
`잔류염소` has 3407 (35.7%) zeros	Zeros
`붕소` has 8652 (90.6%) zeros	Zeros
`클로로포름` has 5859 (61.4%) zeros	Zeros
`클로랄하이드레이트` has 6695 (70.1%) zeros	Zeros
`디브로모아세토니트릴` has 8331 (87.3%) zeros	Zeros
`디클로로아세토니트릴` has 7530 (78.9%) zeros	Zeros
`트리클로로아세토니트릴` has 9215 (96.5%) zeros	Zeros
`할로아세틱에시드` has 5432 (56.9%) zeros	Zeros
`브로모디클로로메탄` has 7647 (80.1%) zeros	Zeros
`디브로모클로로메탄` has 8471 (88.7%) zeros	Zeros
`1-4-다이옥산` has 9418 (98.6%) zeros	Zeros
`포름알데히드` has 9390 (98.3%) zeros	Zeros
`브롬산염` has 4444 (46.5%) zeros	Zeros
`우라늄` has 1396 (14.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 12:23:18.423397
Analysis finished	2023-12-12 12:23:20.302275
Duration	1.88 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

UNIQUE

Distinct	9548
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4774.5

Minimum	1
Maximum	9548
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	1
5-th percentile	478.35
Q1	2387.75
median	4774.5
Q3	7161.25
95-th percentile	9070.65
Maximum	9548
Range	9547
Interquartile range (IQR)	4773.5

Descriptive statistics

Standard deviation	2756.4145
Coefficient of variation (CV)	0.57732004
Kurtosis	-1.2
Mean	4774.5
Median Absolute Deviation (MAD)	2387
Skewness	0
Sum	45586926
Variance	7597821
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
6362	1	< 0.1%
6364	1	< 0.1%
6365	1	< 0.1%
6366	1	< 0.1%
6367	1	< 0.1%
6368	1	< 0.1%
6369	1	< 0.1%
6370	1	< 0.1%
6371	1	< 0.1%
Other values (9538)	9538	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
9548	1	< 0.1%
9547	1	< 0.1%
9546	1	< 0.1%
9545	1	< 0.1%
9544	1	< 0.1%
9543	1	< 0.1%
9542	1	< 0.1%
9541	1	< 0.1%
9540	1	< 0.1%
9539	1	< 0.1%

검사년도
Real number (ℝ)

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.0625

Minimum	2015
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	2015
5-th percentile	2015
Q1	2016
median	2018
Q3	2020
95-th percentile	2022
Maximum	2022
Range	7
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.1856745
Coefficient of variation (CV)	0.0010830559
Kurtosis	-1.0787153
Mean	2018.0625
Median Absolute Deviation (MAD)	2
Skewness	0.18821139
Sum	19268461
Variance	4.7771731
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2015	1527	16.0%
2019	1343	14.1%
2016	1337	14.0%
2018	1328	13.9%
2017	1268	13.3%
2020	1222	12.8%
2022	764	8.0%
2021	759	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2015	1527	16.0%
2016	1337	14.0%
2017	1268	13.3%
2018	1328	13.9%
2019	1343	14.1%
2020	1222	12.8%
2021	759	7.9%
2022	764	8.0%

Value	Count	Frequency (%)
2022	764	8.0%
2021	759	7.9%
2020	1222	12.8%
2019	1343	14.1%
2018	1328	13.9%
2017	1268	13.3%
2016	1337	14.0%
2015	1527	16.0%

지역
Text

Distinct	104
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	8
Median length	8
Mean length	7.6521785
Min length	5

Characters and Unicode

Total characters	73063
Distinct characters	92
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Value	Count	Frequency (%)
강원도	2402	12.7%
경상북도	1968	10.4%
경상남도	1575	8.3%
충청북도	1438	7.6%
전라남도	806	4.3%
전라북도	565	3.0%
정선군	559	3.0%
단양군	547	2.9%
봉화군	468	2.5%
영월군	447	2.4%
Other values (101)	8112	43.0%

Most occurring characters

Value	Count	Frequency (%)
도	9392	12.9%
	9339	12.8%
군	6913	9.5%
북	3971	5.4%
경	3969	5.4%
상	3618	5.0%
남	2855	3.9%
시	2671	3.7%
강	2593	3.5%
원	2532	3.5%
Other values (82)	25210	34.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	63724	87.2%
Space Separator	9339	12.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	9392	14.7%
군	6913	10.8%
북	3971	6.2%
경	3969	6.2%
상	3618	5.7%
남	2855	4.5%
시	2671	4.2%
강	2593	4.1%
원	2532	4.0%
청	2173	3.4%
Other values (81)	23037	36.2%

Space Separator

Value	Count	Frequency (%)
	9339	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	63724	87.2%
Common	9339	12.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	9392	14.7%
군	6913	10.8%
북	3971	6.2%
경	3969	6.2%
상	3618	5.7%
남	2855	4.5%
시	2671	4.2%
강	2593	4.1%
원	2532	4.0%
청	2173	3.4%
Other values (81)	23037	36.2%

Common

Value	Count	Frequency (%)
	9339	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	63724	87.2%
ASCII	9339	12.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
도	9392	14.7%
군	6913	10.8%
북	3971	6.2%
경	3969	6.2%
상	3618	5.7%
남	2855	4.5%
시	2671	4.2%
강	2593	4.1%
원	2532	4.0%
청	2173	3.4%
Other values (81)	23037	36.2%

ASCII

Value	Count	Frequency (%)
	9339	100.0%

시설명
Text

Distinct	1986
Distinct (%)	20.8%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	11
Median length	10
Mean length	2.931085
Min length	1

Characters and Unicode

Total characters	27986
Distinct characters	458
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	318 ?
Unique (%)	3.3%

Sample

1st row	녹동
2nd row	대룡
3rd row	동대
4th row	상리
5th row	양지

Value	Count	Frequency (%)
절골	77	0.8%
신기	47	0.5%
양지	35	0.4%
신촌	27	0.3%
새마을	26	0.3%
삼산	26	0.3%
송정	25	0.3%
대흥	24	0.2%
큰골	21	0.2%
한실	19	0.2%
Other values (1997)	9594	96.7%

Most occurring characters

Value	Count	Frequency (%)
골	1316	4.7%
동	1017	3.6%
)	590	2.1%
(	590	2.1%
리	559	2.0%
마	536	1.9%
상	469	1.7%
대	441	1.6%
	381	1.4%
지	375	1.3%
Other values (448)	21712	77.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25655	91.7%
Decimal Number	717	2.6%
Close Punctuation	590	2.1%
Open Punctuation	590	2.1%
Space Separator	381	1.4%
Other Punctuation	35	0.1%
Dash Punctuation	10	< 0.1%
Math Symbol	6	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
골	1316	5.1%
동	1017	4.0%
리	559	2.2%
마	536	2.1%
상	469	1.8%
대	441	1.7%
지	375	1.5%
곡	372	1.5%
산	360	1.4%
하	328	1.3%
Other values (430)	19882	77.5%

Decimal Number

Value	Count	Frequency (%)
2	297	41.4%
1	190	26.5%
3	133	18.5%
4	43	6.0%
5	32	4.5%
6	15	2.1%
8	5	0.7%
0	2	0.3%

Other Punctuation

Value	Count	Frequency (%)
·	22	62.9%
,	9	25.7%
/	3	8.6%
.	1	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	590	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	590	100.0%

Space Separator

Value	Count	Frequency (%)
	381	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25655	91.7%
Common	2329	8.3%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
골	1316	5.1%
동	1017	4.0%
리	559	2.2%
마	536	2.1%
상	469	1.8%
대	441	1.7%
지	375	1.5%
곡	372	1.5%
산	360	1.4%
하	328	1.3%
Other values (430)	19882	77.5%

Common

Value	Count	Frequency (%)
)	590	25.3%
(	590	25.3%
	381	16.4%
2	297	12.8%
1	190	8.2%
3	133	5.7%
4	43	1.8%
5	32	1.4%
·	22	0.9%
6	15	0.6%
Other values (7)	36	1.5%

Latin

Value	Count	Frequency (%)
B	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25655	91.7%
ASCII	2309	8.3%
None	22	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
골	1316	5.1%
동	1017	4.0%
리	559	2.2%
마	536	2.1%
상	469	1.8%
대	441	1.7%
지	375	1.5%
곡	372	1.5%
산	360	1.4%
하	328	1.3%
Other values (430)	19882	77.5%

ASCII

Value	Count	Frequency (%)
)	590	25.6%
(	590	25.6%
	381	16.5%
2	297	12.9%
1	190	8.2%
3	133	5.8%
4	43	1.9%
5	32	1.4%
6	15	0.6%
-	10	0.4%
Other values (7)	28	1.2%

None

Value	Count	Frequency (%)
·	22	100.0%

시설주소
Text

Distinct	2106
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	34
Median length	30
Mean length	20.67145
Min length	5

Characters and Unicode

Total characters	197371
Distinct characters	329
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	372 ?
Unique (%)	3.9%

Sample

1st row	부산광역시 금정구 노포동 산 48-4
2nd row	부산광역시 금정구 노포동 산 69-1
3rd row	부산광역시 금정구 회동동 산 24-1
4th row	부산광역시 북구 만덕2동 106-1
5th row	부산광역시 북구 화명동 272-1

Value	Count	Frequency (%)
산	3213	6.4%
강원도	2402	4.8%
경상북도	1968	3.9%
경상남도	1575	3.1%
충청북도	1438	2.9%
전라남도	806	1.6%
전라북도	565	1.1%
정선군	559	1.1%
단양군	547	1.1%
봉화군	468	0.9%
Other values (3232)	36796	73.1%

Most occurring characters

Value	Count	Frequency (%)
	40794	20.7%
도	9702	4.9%
리	8297	4.2%
면	8222	4.2%
군	7090	3.6%
1	6679	3.4%
산	5195	2.6%
북	4932	2.5%
상	4413	2.2%
경	4022	2.0%
Other values (319)	98025	49.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	124833	63.2%
Space Separator	40794	20.7%
Decimal Number	28232	14.3%
Dash Punctuation	3487	1.8%
Open Punctuation	11	< 0.1%
Close Punctuation	11	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	9702	7.8%
리	8297	6.6%
면	8222	6.6%
군	7090	5.7%
산	5195	4.2%
북	4932	4.0%
상	4413	3.5%
경	4022	3.2%
남	3402	2.7%
원	2901	2.3%
Other values (304)	66657	53.4%

Decimal Number

Value	Count	Frequency (%)
1	6679	23.7%
2	3528	12.5%
3	2907	10.3%
4	2499	8.9%
5	2404	8.5%
6	2356	8.3%
0	2028	7.2%
8	2020	7.2%
9	1906	6.8%
7	1905	6.7%

Space Separator

Value	Count	Frequency (%)
	40794	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3487	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	124833	63.2%
Common	72538	36.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	9702	7.8%
리	8297	6.6%
면	8222	6.6%
군	7090	5.7%
산	5195	4.2%
북	4932	4.0%
상	4413	3.5%
경	4022	3.2%
남	3402	2.7%
원	2901	2.3%
Other values (304)	66657	53.4%

Common

Value	Count	Frequency (%)
	40794	56.2%
1	6679	9.2%
2	3528	4.9%
-	3487	4.8%
3	2907	4.0%
4	2499	3.4%
5	2404	3.3%
6	2356	3.2%
0	2028	2.8%
8	2020	2.8%
Other values (5)	3836	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	124833	63.2%
ASCII	72538	36.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40794	56.2%
1	6679	9.2%
2	3528	4.9%
-	3487	4.8%
3	2907	4.0%
4	2499	3.4%
5	2404	3.3%
6	2356	3.2%
0	2028	2.8%
8	2020	2.8%
Other values (5)	3836	5.3%

Hangul

Value	Count	Frequency (%)
도	9702	7.8%
리	8297	6.6%
면	8222	6.6%
군	7090	5.7%
산	5195	4.2%
북	4932	4.0%
상	4413	3.5%
경	4022	3.2%
남	3402	2.7%
원	2901	2.3%
Other values (304)	66657	53.4%

수도규모
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

소규모급수시설	9548

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
소규모급수시설	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
소규모급수시설	9548	100.0%

수원
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

계곡수	9548

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
계곡수	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
계곡수	9548	100.0%

수질검사기관
Text

Distinct	80
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	25
Median length	20
Mean length	9.1928152
Min length	2

Characters and Unicode

Total characters	87773
Distinct characters	147
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	자체수질검사
2nd row	자체수질검사
3rd row	자체수질검사
4th row	부산시-상수도사업본부
5th row	부산시-상수도사업본부

Value	Count	Frequency (%)
연세환경	1038	9.1%
자체수질검사	970	8.5%
제일랩(대구	715	6.3%
경북-보건환경연구원	643	5.7%
주)기림생명과학원	553	4.9%
주)상록엔바이로	392	3.5%
전주대학교	355	3.1%
주)동진생명연구원	307	2.7%
농생명em	297	2.6%
환경연구센터	297	2.6%
Other values (89)	5793	51.0%

Most occurring characters

Value	Count	Frequency (%)
경	5233	6.0%
연	4950	5.6%
구	4462	5.1%
환	4394	5.0%
)	4317	4.9%
(	4317	4.9%
주	3994	4.6%
원	3768	4.3%
학	2310	2.6%
생	1973	2.2%
Other values (137)	48055	54.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	75006	85.5%
Close Punctuation	4317	4.9%
Open Punctuation	4317	4.9%
Space Separator	1950	2.2%
Uppercase Letter	1098	1.3%
Dash Punctuation	1067	1.2%
Other Punctuation	14	< 0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	5233	7.0%
연	4950	6.6%
구	4462	5.9%
환	4394	5.9%
주	3994	5.3%
원	3768	5.0%
학	2310	3.1%
생	1973	2.6%
명	1794	2.4%
대	1650	2.2%
Other values (123)	40478	54.0%

Uppercase Letter

Value	Count	Frequency (%)
M	297	27.0%
E	297	27.0%
I	168	15.3%
T	168	15.3%
O	84	7.7%
K	84	7.7%

Lowercase Letter

Value	Count	Frequency (%)
i	2	50.0%
f	1	25.0%
t	1	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	4317	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4317	100.0%

Space Separator

Value	Count	Frequency (%)
	1950	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1067	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	75006	85.5%
Common	11665	13.3%
Latin	1102	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	5233	7.0%
연	4950	6.6%
구	4462	5.9%
환	4394	5.9%
주	3994	5.3%
원	3768	5.0%
학	2310	3.1%
생	1973	2.6%
명	1794	2.4%
대	1650	2.2%
Other values (123)	40478	54.0%

Latin

Value	Count	Frequency (%)
M	297	27.0%
E	297	27.0%
I	168	15.2%
T	168	15.2%
O	84	7.6%
K	84	7.6%
i	2	0.2%
f	1	0.1%
t	1	0.1%

Common

Value	Count	Frequency (%)
)	4317	37.0%
(	4317	37.0%
	1950	16.7%
-	1067	9.1%
.	14	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	75006	85.5%
ASCII	12767	14.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
경	5233	7.0%
연	4950	6.6%
구	4462	5.9%
환	4394	5.9%
주	3994	5.3%
원	3768	5.0%
학	2310	3.1%
생	1973	2.6%
명	1794	2.4%
대	1650	2.2%
Other values (123)	40478	54.0%

ASCII

Value	Count	Frequency (%)
)	4317	33.8%
(	4317	33.8%
	1950	15.3%
-	1067	8.4%
M	297	2.3%
E	297	2.3%
I	168	1.3%
T	168	1.3%
O	84	0.7%
K	84	0.7%
Other values (4)	18	0.1%

일반세균
Real number (ℝ)

SKEWED ZEROS

Distinct	125
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4294093

Minimum	0
Maximum	7700
Zeros	7152
Zeros (%)	74.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	54
Maximum	7700
Range	7700
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	106.97202
Coefficient of variation (CV)	11.344509
Kurtosis	3422.4387
Mean	9.4294093
Median Absolute Deviation (MAD)	0
Skewness	54.2085
Sum	90032
Variance	11443.014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7152	74.9%
2	191	2.0%
1	179	1.9%
3	123	1.3%
4	105	1.1%
5	90	0.9%
6	79	0.8%
8	63	0.7%
12	61	0.6%
10	56	0.6%
Other values (115)	1449	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7152	74.9%
1	179	1.9%
2	191	2.0%
3	123	1.3%
4	105	1.1%
5	90	0.9%
6	79	0.8%
7	56	0.6%
8	63	0.7%
9	39	0.4%

Value	Count	Frequency (%)
7700	1	< 0.1%
5050	1	< 0.1%
3200	1	< 0.1%
2050	1	< 0.1%
1900	1	< 0.1%
1000	1	< 0.1%
910	1	< 0.1%
690	1	< 0.1%
630	1	< 0.1%
400	1	< 0.1%

총대장균군
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

불검출	9404
검출	144

Length

Max length	3
Median length	3
Mean length	2.9849183
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
불검출	9404	98.5%
검출	144	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
불검출	9404	98.5%
검출	144	1.5%

납
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2622539 × 10^-5

Minimum	0
Maximum	0.01
Zeros	9514
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.01
Range	0.01
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00039281191
Coefficient of variation (CV)	17.363741
Kurtosis	342.14117
Mean	2.2622539 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	18.162958
Sum	0.216
Variance	1.543012 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	9514	99.6%
0.006	14	0.1%
0.007	5	0.1%
0.005	5	0.1%
0.008	4	< 0.1%
0.009	3	< 0.1%
0.001	1	< 0.1%
0.002	1	< 0.1%
0.01	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9514	99.6%
0.001	1	< 0.1%
0.002	1	< 0.1%
0.005	5	0.1%
0.006	14	0.1%
0.007	5	0.1%
0.008	4	< 0.1%
0.009	3	< 0.1%
0.01	1	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.009	3	< 0.1%
0.008	4	< 0.1%
0.007	5	0.1%
0.006	14	0.1%
0.005	5	0.1%
0.002	1	< 0.1%
0.001	1	< 0.1%
0.0	9514	99.6%

불소
Real number (ℝ)

ZEROS

Distinct	143
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.064010054

Minimum	0
Maximum	4.14
Zeros	7834
Zeros (%)	82.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.37
Maximum	4.14
Range	4.14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.19131224
Coefficient of variation (CV)	2.9887842
Kurtosis	58.540971
Mean	0.064010054
Median Absolute Deviation (MAD)	0
Skewness	5.718479
Sum	611.168
Variance	0.036600374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7834	82.0%
0.2	202	2.1%
0.16	130	1.4%
0.18	83	0.9%
0.17	83	0.9%
0.15	81	0.8%
0.19	68	0.7%
0.21	59	0.6%
0.3	58	0.6%
0.24	54	0.6%
Other values (133)	896	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7834	82.0%
0.008	1	< 0.1%
0.02	3	< 0.1%
0.03	2	< 0.1%
0.04	1	< 0.1%
0.05	3	< 0.1%
0.06	6	0.1%
0.07	1	< 0.1%
0.08	3	< 0.1%
0.09	4	< 0.1%

Value	Count	Frequency (%)
4.14	1	< 0.1%
3.51	1	< 0.1%
3.2	1	< 0.1%
2.5	1	< 0.1%
1.91	1	< 0.1%
1.85	1	< 0.1%
1.58	1	< 0.1%
1.48	4	< 0.1%
1.47	1	< 0.1%
1.45	1	< 0.1%

비소
Real number (ℝ)

ZEROS

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00032226644

Minimum	0
Maximum	0.104
Zeros	9208
Zeros (%)	96.4%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.104
Range	0.104
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0023408466
Coefficient of variation (CV)	7.2636995
Kurtosis	635.23406
Mean	0.00032226644
Median Absolute Deviation (MAD)	0
Skewness	19.564506
Sum	3.077
Variance	5.4795628 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0.0	9208	96.4%
0.006	72	0.8%
0.005	57	0.6%
0.007	50	0.5%
0.008	49	0.5%
0.009	42	0.4%
0.01	25	0.3%
0.014	5	0.1%
0.018	5	0.1%
0.015	4	< 0.1%
Other values (18)	31	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9208	96.4%
0.001	2	< 0.1%
0.005	57	0.6%
0.006	72	0.8%
0.007	50	0.5%
0.008	49	0.5%
0.009	42	0.4%
0.01	25	0.3%
0.011	3	< 0.1%
0.012	4	< 0.1%

Value	Count	Frequency (%)
0.104	1	< 0.1%
0.078	1	< 0.1%
0.057	1	< 0.1%
0.052	1	< 0.1%
0.046	1	< 0.1%
0.042	1	< 0.1%
0.039	1	< 0.1%
0.028	1	< 0.1%
0.023	1	< 0.1%
0.022	2	< 0.1%

셀레늄
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0527859 × 10^-5

Minimum	0
Maximum	0.01
Zeros	9517
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.01
Range	0.01
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00036729965
Coefficient of variation (CV)	17.89274
Kurtosis	367.31669
Mean	2.0527859 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	18.716874
Sum	0.196
Variance	1.3490903 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	9517	99.7%
0.006	14	0.1%
0.005	8	0.1%
0.007	4	< 0.1%
0.008	3	< 0.1%
0.01	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9517	99.7%
0.005	8	0.1%
0.006	14	0.1%
0.007	4	< 0.1%
0.008	3	< 0.1%
0.01	2	< 0.1%

Value	Count	Frequency (%)
0.01	2	< 0.1%
0.008	3	< 0.1%
0.007	4	< 0.1%
0.006	14	0.1%
0.005	8	0.1%
0.0	9517	99.7%

수은
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9546
0.001	2

Length

Max length	5
Median length	3
Mean length	3.0004189
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9546	> 99.9%
0.001	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9546	> 99.9%
0.001	2	< 0.1%

시안
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9545
0.01	3

Length

Max length	4
Median length	3
Mean length	3.0003142
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9545	> 99.9%
0.01	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9545	> 99.9%
0.01	3	< 0.1%

크롬
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9529
0.01	10
0.02	7
0.03	2

Length

Max length	4
Median length	3
Mean length	3.0019899
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9529	99.8%
0.01	10	0.1%
0.02	7	0.1%
0.03	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9529	99.8%
0.01	10	0.1%
0.02	7	0.1%
0.03	2	< 0.1%

암모니아성질소
Real number (ℝ)

ZEROS

Distinct	30
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0018852116

Minimum	0
Maximum	0.5
Zeros	9158
Zeros (%)	95.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.5
Range	0.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.014808813
Coefficient of variation (CV)	7.8552528
Kurtosis	305.06824
Mean	0.0018852116
Median Absolute Deviation (MAD)	0
Skewness	14.688232
Sum	18
Variance	0.00021930095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.0	9158	95.9%
0.02	111	1.2%
0.01	100	1.0%
0.03	35	0.4%
0.04	34	0.4%
0.07	19	0.2%
0.08	13	0.1%
0.05	13	0.1%
0.06	12	0.1%
0.09	7	0.1%
Other values (20)	46	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9158	95.9%
0.01	100	1.0%
0.02	111	1.2%
0.03	35	0.4%
0.04	34	0.4%
0.05	13	0.1%
0.06	12	0.1%
0.07	19	0.2%
0.08	13	0.1%
0.09	7	0.1%

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.4	1	< 0.1%
0.31	1	< 0.1%
0.3	1	< 0.1%
0.26	1	< 0.1%
0.25	1	< 0.1%
0.24	1	< 0.1%
0.23	2	< 0.1%
0.22	1	< 0.1%
0.21	1	< 0.1%

질산성질소
Real number (ℝ)

ZEROS

Distinct	119
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.472434

Minimum	0
Maximum	31.4
Zeros	305
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.6
median	1
Q3	1.8
95-th percentile	4.6
Maximum	31.4
Range	31.4
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.6278632
Coefficient of variation (CV)	1.1055594
Kurtosis	33.129339
Mean	1.472434
Median Absolute Deviation (MAD)	0.5
Skewness	4.0090293
Sum	14058.8
Variance	2.6499387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	586	6.1%
0.8	546	5.7%
0.4	521	5.5%
0.7	517	5.4%
1.0	479	5.0%
0.5	462	4.8%
0.9	461	4.8%
1.1	428	4.5%
1.2	419	4.4%
0.2	415	4.3%
Other values (109)	4714	49.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	305	3.2%
0.1	178	1.9%
0.2	415	4.3%
0.3	414	4.3%
0.4	521	5.5%
0.5	462	4.8%
0.6	586	6.1%
0.7	517	5.4%
0.8	546	5.7%
0.9	461	4.8%

Value	Count	Frequency (%)
31.4	1	< 0.1%
26.6	1	< 0.1%
22.5	1	< 0.1%
18.9	1	< 0.1%
18.3	1	< 0.1%
17.5	1	< 0.1%
16.5	1	< 0.1%
16.3	1	< 0.1%
16.0	1	< 0.1%
14.5	1	< 0.1%

카드뮴
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9534
0.002	7
0.003	3
0.004	3
0.005	1

Length

Max length	5
Median length	3
Mean length	3.0029326
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9534	99.9%
0.002	7	0.1%
0.003	3	< 0.1%
0.004	3	< 0.1%
0.005	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9534	99.9%
0.002	7	0.1%
0.003	3	< 0.1%
0.004	3	< 0.1%
0.005	1	< 0.1%

페놀
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0	9548

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9548	100.0%

총트리할로메탄
Real number (ℝ)

ZEROS

Distinct	91
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0053633222

Minimum	0
Maximum	0.1
Zeros	5132
Zeros (%)	53.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.006
95-th percentile	0.028
Maximum	0.1
Range	0.1
Interquartile range (IQR)	0.006

Descriptive statistics

Standard deviation	0.011145282
Coefficient of variation (CV)	2.0780556
Kurtosis	15.61244
Mean	0.0053633222
Median Absolute Deviation (MAD)	0
Skewness	3.5088426
Sum	51.209
Variance	0.00012421731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5132	53.7%
0.001	511	5.4%
0.002	499	5.2%
0.004	367	3.8%
0.003	363	3.8%
0.005	281	2.9%
0.006	267	2.8%
0.007	204	2.1%
0.008	163	1.7%
0.01	137	1.4%
Other values (81)	1624	17.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5132	53.7%
0.001	511	5.4%
0.002	499	5.2%
0.003	363	3.8%
0.004	367	3.8%
0.005	281	2.9%
0.006	267	2.8%
0.007	204	2.1%
0.008	163	1.7%
0.009	130	1.4%

Value	Count	Frequency (%)
0.1	2	< 0.1%
0.098	2	< 0.1%
0.097	1	< 0.1%
0.095	1	< 0.1%
0.092	1	< 0.1%
0.089	1	< 0.1%
0.088	2	< 0.1%
0.087	3	< 0.1%
0.084	1	< 0.1%
0.082	4	< 0.1%

다이아지논
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9543
0.0007	5

Length

Max length	6
Median length	3
Mean length	3.001571
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9543	99.9%
0.0007	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9543	99.9%
0.0007	5	0.1%

파라티온
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0	9548

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9548	100.0%

1-2-디브로모-3-클로로프로판
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9490
0.001	42
0.002	12
0.003	4

Length

Max length	5
Median length	3
Mean length	3.0121491
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9490	99.4%
0.001	42	0.4%
0.002	12	0.1%
0.003	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9490	99.4%
0.001	42	0.4%
0.002	12	0.1%
0.003	4	< 0.1%

페니트로티온
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0	9548

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9548	100.0%

카바릴
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0	9548

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9548	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9548	100.0%

1-1-1-트리클로로에탄
Real number (ℝ)

SKEWED ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0372853 × 10^-6

Minimum	0
Maximum	0.005
Zeros	9536
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.005
Range	0.005
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.4308506 × 10^-5
Coefficient of variation (CV)	31.050263
Kurtosis	1504.0675
Mean	3.0372853 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	36.499789
Sum	0.029
Variance	8.8940943 × 10^-9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	9536	99.9%
0.002	6	0.1%
0.001	2	< 0.1%
0.003	2	< 0.1%
0.005	1	< 0.1%
0.004	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9536	99.9%
0.001	2	< 0.1%
0.002	6	0.1%
0.003	2	< 0.1%
0.004	1	< 0.1%
0.005	1	< 0.1%

Value	Count	Frequency (%)
0.005	1	< 0.1%
0.004	1	< 0.1%
0.003	2	< 0.1%
0.002	6	0.1%
0.001	2	< 0.1%
0.0	9536	99.9%

테트라클로로에틸렌
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9530
0.001	9
0.002	6
0.003	2
0.004	1

Length

Max length	5
Median length	3
Mean length	3.0037704
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9530	99.8%
0.001	9	0.1%
0.002	6	0.1%
0.003	2	< 0.1%
0.004	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9530	99.8%
0.001	9	0.1%
0.002	6	0.1%
0.003	2	< 0.1%
0.004	1	< 0.1%

트리클로로에틸렌
Real number (ℝ)

SKEWED ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8278173 × 10^-6

Minimum	0
Maximum	0.005
Zeros	9535
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.005
Range	0.005
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.9762818 × 10^-5
Coefficient of variation (CV)	31.742792
Kurtosis	1763.053
Mean	2.8278173 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	39.450958
Sum	0.027
Variance	8.0573635 × 10^-9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	9535	99.9%
0.001	6	0.1%
0.002	3	< 0.1%
0.003	2	< 0.1%
0.004	1	< 0.1%
0.005	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9535	99.9%
0.001	6	0.1%
0.002	3	< 0.1%
0.003	2	< 0.1%
0.004	1	< 0.1%
0.005	1	< 0.1%

Value	Count	Frequency (%)
0.005	1	< 0.1%
0.004	1	< 0.1%
0.003	2	< 0.1%
0.002	3	< 0.1%
0.001	6	0.1%
0.0	9535	99.9%

디클로로메탄
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00010735233

Minimum	0
Maximum	0.019
Zeros	9358
Zeros (%)	98.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.019
Range	0.019
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00089929525
Coefficient of variation (CV)	8.3770449
Kurtosis	133.77508
Mean	0.00010735233
Median Absolute Deviation (MAD)	0
Skewness	10.681489
Sum	1.025
Variance	8.0873194 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.0	9358	98.0%
0.003	39	0.4%
0.002	34	0.4%
0.004	31	0.3%
0.005	13	0.1%
0.007	13	0.1%
0.01	12	0.1%
0.006	11	0.1%
0.011	11	0.1%
0.008	8	0.1%
Other values (6)	18	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9358	98.0%
0.001	3	< 0.1%
0.002	34	0.4%
0.003	39	0.4%
0.004	31	0.3%
0.005	13	0.1%
0.006	11	0.1%
0.007	13	0.1%
0.008	8	0.1%
0.009	4	< 0.1%

Value	Count	Frequency (%)
0.019	2	< 0.1%
0.014	1	< 0.1%
0.013	2	< 0.1%
0.012	6	0.1%
0.011	11	0.1%
0.01	12	0.1%
0.009	4	< 0.1%
0.008	8	0.1%
0.007	13	0.1%
0.006	11	0.1%

벤젠
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9542
0.002	5
0.001	1

Length

Max length	5
Median length	3
Mean length	3.0012568
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9542	99.9%
0.002	5	0.1%
0.001	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9542	99.9%
0.002	5	0.1%
0.001	1	< 0.1%

톨루엔
Real number (ℝ)

SKEWED ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001627566

Minimum	0
Maximum	0.22
Zeros	9090
Zeros (%)	95.2%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.22
Range	0.22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.002671872
Coefficient of variation (CV)	16.416366
Kurtosis	5175.8274
Mean	0.0001627566
Median Absolute Deviation (MAD)	0
Skewness	67.399667
Sum	1.554
Variance	7.1388998 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	9090	95.2%
0.002	192	2.0%
0.001	103	1.1%
0.003	100	1.0%
0.004	26	0.3%
0.005	8	0.1%
0.007	6	0.1%
0.015	5	0.1%
0.006	5	0.1%
0.008	3	< 0.1%
Other values (7)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9090	95.2%
0.001	103	1.1%
0.002	192	2.0%
0.003	100	1.0%
0.004	26	0.3%
0.005	8	0.1%
0.006	5	0.1%
0.007	6	0.1%
0.008	3	< 0.1%
0.009	2	< 0.1%

Value	Count	Frequency (%)
0.22	1	< 0.1%
0.116	1	< 0.1%
0.038	1	< 0.1%
0.018	1	< 0.1%
0.015	5	0.1%
0.012	1	< 0.1%
0.01	3	< 0.1%
0.009	2	< 0.1%
0.008	3	< 0.1%
0.007	6	0.1%

에틸벤젠
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2781734 × 10^-5

Minimum	0
Maximum	0.01
Zeros	9427
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.01
Range	0.01
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00031323906
Coefficient of variation (CV)	9.5552925
Kurtosis	184.48671
Mean	3.2781734 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	11.632526
Sum	0.313
Variance	9.8118709 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	9427	98.7%
0.003	71	0.7%
0.002	23	0.2%
0.001	20	0.2%
0.004	6	0.1%
0.01	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9427	98.7%
0.001	20	0.2%
0.002	23	0.2%
0.003	71	0.7%
0.004	6	0.1%
0.01	1	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.004	6	0.1%
0.003	71	0.7%
0.002	23	0.2%
0.001	20	0.2%
0.0	9427	98.7%

크실렌
Real number (ℝ)

SKEWED ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7339757 × 10^-5

Minimum	0
Maximum	0.041
Zeros	9458
Zeros (%)	99.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.041
Range	0.041
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00082186283
Coefficient of variation (CV)	17.360943
Kurtosis	1226.9913
Mean	4.7339757 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	31.615561
Sum	0.452
Variance	6.7545851 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	9458	99.1%
0.002	31	0.3%
0.003	15	0.2%
0.001	13	0.1%
0.007	8	0.1%
0.004	7	0.1%
0.006	3	< 0.1%
0.031	2	< 0.1%
0.005	2	< 0.1%
0.012	2	< 0.1%
Other values (7)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9458	99.1%
0.001	13	0.1%
0.002	31	0.3%
0.003	15	0.2%
0.004	7	0.1%
0.005	2	< 0.1%
0.006	3	< 0.1%
0.007	8	0.1%
0.008	1	< 0.1%
0.009	1	< 0.1%

Value	Count	Frequency (%)
0.041	1	< 0.1%
0.031	2	< 0.1%
0.023	1	< 0.1%
0.021	1	< 0.1%
0.019	1	< 0.1%
0.013	1	< 0.1%
0.012	2	< 0.1%
0.009	1	< 0.1%
0.008	1	< 0.1%
0.007	8	0.1%

1-1-디클로로에틸렌
Real number (ℝ)

SKEWED ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8642648 × 10^-5

Minimum	0
Maximum	0.028
Zeros	9490
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.028
Range	0.028
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00039910364
Coefficient of variation (CV)	21.408098
Kurtosis	2741.3518
Mean	1.8642648 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	45.302712
Sum	0.178
Variance	1.5928371 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.0	9490	99.4%
0.001	24	0.3%
0.002	14	0.1%
0.003	8	0.1%
0.004	5	0.1%
0.011	2	< 0.1%
0.009	1	< 0.1%
0.007	1	< 0.1%
0.028	1	< 0.1%
0.006	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9490	99.4%
0.001	24	0.3%
0.002	14	0.1%
0.003	8	0.1%
0.004	5	0.1%
0.006	1	< 0.1%
0.007	1	< 0.1%
0.009	1	< 0.1%
0.01	1	< 0.1%
0.011	2	< 0.1%

Value	Count	Frequency (%)
0.028	1	< 0.1%
0.011	2	< 0.1%
0.01	1	< 0.1%
0.009	1	< 0.1%
0.007	1	< 0.1%
0.006	1	< 0.1%
0.004	5	0.1%
0.003	8	0.1%
0.002	14	0.1%
0.001	24	0.3%

사염화탄소
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9543
0.001	3
0.002	2

Length

Max length	5
Median length	3
Mean length	3.0010473
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9543	99.9%
0.001	3	< 0.1%
0.002	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9543	99.9%
0.001	3	< 0.1%
0.002	2	< 0.1%

경도
Real number (ℝ)

Distinct	329
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.442742

Minimum	0
Maximum	456
Zeros	10
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	24
median	40
Q3	77
95-th percentile	163
Maximum	456
Range	456
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	50.208125
Coefficient of variation (CV)	0.8590994
Kurtosis	4.0632573
Mean	58.442742
Median Absolute Deviation (MAD)	21
Skewness	1.8275998
Sum	558011.3
Variance	2520.8558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.0	203	2.1%
18.0	197	2.1%
20.0	197	2.1%
24.0	188	2.0%
22.0	184	1.9%
27.0	179	1.9%
26.0	172	1.8%
31.0	169	1.8%
17.0	169	1.8%
16.0	168	1.8%
Other values (319)	7722	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	10	0.1%
1.0	2	< 0.1%
2.0	3	< 0.1%
3.0	1	< 0.1%
4.0	7	0.1%
5.0	22	0.2%
6.0	22	0.2%
7.0	33	0.3%
8.0	47	0.5%
9.0	48	0.5%

Value	Count	Frequency (%)
456.0	1	< 0.1%
417.0	1	< 0.1%
400.0	1	< 0.1%
342.0	1	< 0.1%
333.0	1	< 0.1%
330.0	1	< 0.1%
310.0	1	< 0.1%
300.0	1	< 0.1%
299.0	1	< 0.1%
296.0	2	< 0.1%

과망간산칼륨소비량
Real number (ℝ)

ZEROS

Distinct	109
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6228072

Minimum	0
Maximum	22.4
Zeros	731
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.6
median	1.2
Q3	2.2
95-th percentile	4.4
Maximum	22.4
Range	22.4
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.479848
Coefficient of variation (CV)	0.91190623
Kurtosis	10.040595
Mean	1.6228072
Median Absolute Deviation (MAD)	0.7
Skewness	2.2389944
Sum	15494.564
Variance	2.1899502
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	731	7.7%
0.6	680	7.1%
0.9	551	5.8%
0.3	503	5.3%
1.0	366	3.8%
0.8	351	3.7%
0.4	343	3.6%
1.6	338	3.5%
0.7	324	3.4%
1.1	320	3.4%
Other values (99)	5041	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	731	7.7%
0.1	15	0.2%
0.2	29	0.3%
0.3	503	5.3%
0.4	343	3.6%
0.410389	7	0.1%
0.5	270	2.8%
0.6	680	7.1%
0.615584	8	0.1%
0.7	324	3.4%

Value	Count	Frequency (%)
22.4	1	< 0.1%
15.5	1	< 0.1%
13.9	1	< 0.1%
11.5	1	< 0.1%
10.0	1	< 0.1%
9.9	3	< 0.1%
9.8	6	0.1%
9.5	2	< 0.1%
9.4	3	< 0.1%
9.3	3	< 0.1%

냄새
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

적합	9546
부적합	2

Length

Max length	3
Median length	2
Mean length	2.0002095
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
적합	9546	> 99.9%
부적합	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
적합	9546	> 99.9%
부적합	2	< 0.1%

맛
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

적합	9546
부적합	2

Length

Max length	3
Median length	2
Mean length	2.0002095
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
적합	9546	> 99.9%
부적합	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
적합	9546	> 99.9%
부적합	2	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	133
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0046686217

Minimum	0
Maximum	1
Zeros	7608
Zeros (%)	79.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.02
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.027165229
Coefficient of variation (CV)	5.8186829
Kurtosis	629.51897
Mean	0.0046686217
Median Absolute Deviation (MAD)	0
Skewness	21.898965
Sum	44.576
Variance	0.00073794967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7608	79.7%
0.008	167	1.7%
0.009	163	1.7%
0.01	156	1.6%
0.011	122	1.3%
0.012	105	1.1%
0.005	86	0.9%
0.013	86	0.9%
0.014	85	0.9%
0.004	76	0.8%
Other values (123)	894	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7608	79.7%
0.001	2	< 0.1%
0.002	1	< 0.1%
0.003	1	< 0.1%
0.004	76	0.8%
0.005	86	0.9%
0.006	70	0.7%
0.007	50	0.5%
0.008	167	1.7%
0.009	163	1.7%

Value	Count	Frequency (%)
1.0	2	< 0.1%
0.786	1	< 0.1%
0.721	1	< 0.1%
0.699	1	< 0.1%
0.652	1	< 0.1%
0.52	1	< 0.1%
0.473	1	< 0.1%
0.425	1	< 0.1%
0.423	1	< 0.1%
0.367	1	< 0.1%

색도
Real number (ℝ)

ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.72884374

Minimum	0
Maximum	25
Zeros	3910
Zeros (%)	41.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.89754716
Coefficient of variation (CV)	1.2314672
Kurtosis	90.408195
Mean	0.72884374
Median Absolute Deviation (MAD)	0
Skewness	5.4117741
Sum	6959
Variance	0.80559091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	5002	52.4%
0	3910	41.0%
3	250	2.6%
2	244	2.6%
4	66	0.7%
5	64	0.7%
9	2	< 0.1%
6	2	< 0.1%
10	2	< 0.1%
8	1	< 0.1%
Other values (5)	5	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3910	41.0%
1	5002	52.4%
2	244	2.6%
3	250	2.6%
4	66	0.7%
5	64	0.7%
6	2	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
11	1	< 0.1%
10	2	< 0.1%
9	2	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	2	< 0.1%
5	64	0.7%

세제
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

0.0	9544
0.1	4

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9544	> 99.9%
0.1	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	9544	> 99.9%
0.1	4	< 0.1%

수소이온농도
Real number (ℝ)

Distinct	36
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.3068957

Minimum	0
Maximum	8.5
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6.5
Q1	7
median	7.3
Q3	7.7
95-th percentile	8.1
Maximum	8.5
Range	8.5
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.49005413
Coefficient of variation (CV)	0.06706735
Kurtosis	4.7635245
Mean	7.3068957
Median Absolute Deviation (MAD)	0.3
Skewness	-0.39108416
Sum	69766.24
Variance	0.24015305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
7.4	765	8.0%
7.2	753	7.9%
7.1	730	7.6%
7.0	722	7.6%
7.3	693	7.3%
7.5	646	6.8%
7.6	624	6.5%
7.7	568	5.9%
6.9	567	5.9%
7.8	492	5.2%
Other values (26)	2988	31.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
5.8	10	0.1%
5.9	11	0.1%
6.0	30	0.3%
6.1	32	0.3%
6.2	64	0.7%
6.3	75	0.8%
6.4	133	1.4%
6.5	195	2.0%
6.6	285	3.0%

Value	Count	Frequency (%)
8.5	22	0.2%
8.4	80	0.8%
8.3	128	1.3%
8.2	175	1.8%
8.1	234	2.5%
8.0	307	3.2%
7.9	393	4.1%
7.8	492	5.2%
7.7	568	5.9%
7.6	624	6.5%

아연
Real number (ℝ)

ZEROS

Distinct	319
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.023314554

Minimum	0
Maximum	2.113
Zeros	2099
Zeros (%)	22.0%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002
median	0.008
Q3	0.02
95-th percentile	0.082
Maximum	2.113
Range	2.113
Interquartile range (IQR)	0.018

Descriptive statistics

Standard deviation	0.072903293
Coefficient of variation (CV)	3.1269435
Kurtosis	254.20988
Mean	0.023314554
Median Absolute Deviation (MAD)	0.008
Skewness	12.83989
Sum	222.60737
Variance	0.0053148902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2099	22.0%
0.004	476	5.0%
0.003	464	4.9%
0.005	419	4.4%
0.006	402	4.2%
0.008	345	3.6%
0.007	333	3.5%
0.01	326	3.4%
0.002	320	3.4%
0.009	283	3.0%
Other values (309)	4081	42.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2099	22.0%
0.001	2	< 0.1%
0.002	320	3.4%
0.003	464	4.9%
0.004	476	5.0%
0.004826	1	< 0.1%
0.005	419	4.4%
0.006	402	4.2%
0.007	333	3.5%
0.008	345	3.6%

Value	Count	Frequency (%)
2.113	1	< 0.1%
2.042	1	< 0.1%
1.854	1	< 0.1%
1.662	1	< 0.1%
1.338	1	< 0.1%
1.191	1	< 0.1%
0.976	1	< 0.1%
0.925	1	< 0.1%
0.912	1	< 0.1%
0.911	1	< 0.1%

염소이온
Real number (ℝ)

Distinct	358
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9390762

Minimum	0
Maximum	241.2
Zeros	25
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.1
Q1	2.3
median	3.8
Q3	6.1
95-th percentile	18
Maximum	241.2
Range	241.2
Interquartile range (IQR)	3.8

Descriptive statistics

Standard deviation	8.6485238
Coefficient of variation (CV)	1.4562069
Kurtosis	128.3518
Mean	5.9390762
Median Absolute Deviation (MAD)	1.8
Skewness	8.5902029
Sum	56706.3
Variance	74.796964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.0	790	8.3%
3.0	758	7.9%
4.0	514	5.4%
5.0	376	3.9%
1.0	339	3.6%
6.0	238	2.5%
7.0	143	1.5%
2.2	143	1.5%
2.8	141	1.5%
2.3	137	1.4%
Other values (348)	5969	62.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	25	0.3%
0.4	2	< 0.1%
0.5	12	0.1%
0.6	11	0.1%
0.7	11	0.1%
0.8	21	0.2%
0.9	39	0.4%
1.0	339	3.6%
1.1	58	0.6%
1.2	56	0.6%

Value	Count	Frequency (%)
241.2	1	< 0.1%
151.4	1	< 0.1%
145.5	1	< 0.1%
145.2	1	< 0.1%
133.2	1	< 0.1%
131.2	1	< 0.1%
126.0	1	< 0.1%
124.8	1	< 0.1%
124.1	1	< 0.1%
124.0	1	< 0.1%

증발잔류물
Real number (ℝ)

Distinct	442
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.66017

Minimum	0
Maximum	930
Zeros	20
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	25
Q1	51
median	82
Q3	139
95-th percentile	245
Maximum	930
Range	930
Interquartile range (IQR)	88

Descriptive statistics

Standard deviation	74.633664
Coefficient of variation (CV)	0.71998401
Kurtosis	5.4018114
Mean	103.66017
Median Absolute Deviation (MAD)	38
Skewness	1.7489839
Sum	989747.3
Variance	5570.1838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50.0	102	1.1%
44.0	95	1.0%
54.0	94	1.0%
58.0	94	1.0%
52.0	93	1.0%
62.0	92	1.0%
42.0	92	1.0%
51.0	89	0.9%
47.0	89	0.9%
56.0	89	0.9%
Other values (432)	8619	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	20	0.2%
2.0	1	< 0.1%
3.0	2	< 0.1%
3.1	1	< 0.1%
3.4	1	< 0.1%
3.7	1	< 0.1%
4.0	1	< 0.1%
5.0	5	0.1%
5.1	1	< 0.1%
5.2	1	< 0.1%

Value	Count	Frequency (%)
930.0	1	< 0.1%
693.0	1	< 0.1%
658.0	1	< 0.1%
648.0	1	< 0.1%
574.0	1	< 0.1%
535.0	1	< 0.1%
499.0	2	< 0.1%
494.0	1	< 0.1%
490.0	1	< 0.1%
489.0	1	< 0.1%

철
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0073261416

Minimum	0
Maximum	0.45
Zeros	8822
Zeros (%)	92.4%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.06
Maximum	0.45
Range	0.45
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.029275023
Coefficient of variation (CV)	3.9959674
Kurtosis	32.438779
Mean	0.0073261416
Median Absolute Deviation (MAD)	0
Skewness	5.1035944
Sum	69.95
Variance	0.00085702696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0.0	8822	92.4%
0.06	147	1.5%
0.05	102	1.1%
0.07	81	0.8%
0.08	79	0.8%
0.09	52	0.5%
0.1	37	0.4%
0.11	32	0.3%
0.12	29	0.3%
0.14	28	0.3%
Other values (21)	139	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8822	92.4%
0.01	2	< 0.1%
0.03	1	< 0.1%
0.04	1	< 0.1%
0.05	102	1.1%
0.06	147	1.5%
0.07	81	0.8%
0.08	79	0.8%
0.09	52	0.5%
0.1	37	0.4%

Value	Count	Frequency (%)
0.45	1	< 0.1%
0.3	2	< 0.1%
0.29	2	< 0.1%
0.28	5	0.1%
0.27	3	< 0.1%
0.26	2	< 0.1%
0.25	3	< 0.1%
0.24	2	< 0.1%
0.23	4	< 0.1%
0.22	7	0.1%

망간
Real number (ℝ)

SKEWED ZEROS

Distinct	53
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00089757017

Minimum	0
Maximum	1.8
Zeros	9116
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.8
Range	1.8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.020624415
Coefficient of variation (CV)	22.978053
Kurtosis	6168.4221
Mean	0.00089757017
Median Absolute Deviation (MAD)	0
Skewness	73.58508
Sum	8.57
Variance	0.00042536648
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9116	95.5%
0.006	66	0.7%
0.005	63	0.7%
0.004	61	0.6%
0.007	34	0.4%
0.008	26	0.3%
0.009	22	0.2%
0.01	15	0.2%
0.012	13	0.1%
0.016	12	0.1%
Other values (43)	120	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9116	95.5%
0.001	1	< 0.1%
0.002	1	< 0.1%
0.003	2	< 0.1%
0.004	61	0.6%
0.005	63	0.7%
0.006	66	0.7%
0.007	34	0.4%
0.008	26	0.3%
0.009	22	0.2%

Value	Count	Frequency (%)
1.8	1	< 0.1%
0.616	1	< 0.1%
0.4	1	< 0.1%
0.241	1	< 0.1%
0.219	1	< 0.1%
0.217	1	< 0.1%
0.163	1	< 0.1%
0.086	1	< 0.1%
0.06	1	< 0.1%
0.059	1	< 0.1%

탁도
Real number (ℝ)

SKEWED ZEROS

Distinct	147
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24870549

Minimum	0
Maximum	25
Zeros	127
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	0.11
median	0.2
Q3	0.34
95-th percentile	0.48
Maximum	25
Range	25
Interquartile range (IQR)	0.23

Descriptive statistics

Standard deviation	0.40586978
Coefficient of variation (CV)	1.6319293
Kurtosis	1681.475
Mean	0.24870549
Median Absolute Deviation (MAD)	0.11
Skewness	33.333761
Sum	2374.64
Variance	0.16473028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.09	320	3.4%
0.11	301	3.2%
0.07	294	3.1%
0.12	291	3.0%
0.14	286	3.0%
0.08	286	3.0%
0.15	285	3.0%
0.1	284	3.0%
0.17	276	2.9%
0.13	262	2.7%
Other values (137)	6663	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	127	1.3%
0.01	23	0.2%
0.02	179	1.9%
0.03	108	1.1%
0.04	140	1.5%
0.05	173	1.8%
0.06	255	2.7%
0.07	294	3.1%
0.08	286	3.0%
0.09	320	3.4%

Value	Count	Frequency (%)
25.0	1	< 0.1%
12.8	1	< 0.1%
11.2	1	< 0.1%
10.77	1	< 0.1%
7.77	1	< 0.1%
7.58	1	< 0.1%
5.42	1	< 0.1%
5.23	1	< 0.1%
4.98	1	< 0.1%
4.6	1	< 0.1%

황산이온
Real number (ℝ)

ZEROS

Distinct	108
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4170199

Minimum	0
Maximum	507
Zeros	872
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	5
Q3	8
95-th percentile	21
Maximum	507
Range	507
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	11.994078
Coefficient of variation (CV)	1.6171021
Kurtosis	467.21629
Mean	7.4170199
Median Absolute Deviation (MAD)	2
Skewness	15.657535
Sum	70817.706
Variance	143.85792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.0	1348	14.1%
3.0	1124	11.8%
5.0	1092	11.4%
6.0	951	10.0%
0.0	872	9.1%
2.0	757	7.9%
7.0	641	6.7%
8.0	499	5.2%
9.0	373	3.9%
10.0	303	3.2%
Other values (98)	1588	16.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	872	9.1%
0.002	1	< 0.1%
0.004	1	< 0.1%
0.9	1	< 0.1%
1.0	11	0.1%
2.0	757	7.9%
3.0	1124	11.8%
4.0	1348	14.1%
5.0	1092	11.4%
6.0	951	10.0%

Value	Count	Frequency (%)
507.0	1	< 0.1%
334.0	1	< 0.1%
302.0	1	< 0.1%
293.0	1	< 0.1%
191.0	1	< 0.1%
162.0	1	< 0.1%
139.0	1	< 0.1%
136.0	1	< 0.1%
131.0	1	< 0.1%
127.0	1	< 0.1%

알루미늄
Real number (ℝ)

SKEWED ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01125576

Minimum	0
Maximum	7
Zeros	7671
Zeros (%)	80.3%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.06
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.079426985
Coefficient of variation (CV)	7.0565633
Kurtosis	6295.3646
Mean	0.01125576
Median Absolute Deviation (MAD)	0
Skewness	72.522457
Sum	107.47
Variance	0.006308646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0.0	7671	80.3%
0.02	505	5.3%
0.03	409	4.3%
0.04	230	2.4%
0.05	163	1.7%
0.06	117	1.2%
0.07	76	0.8%
0.08	68	0.7%
0.1	58	0.6%
0.12	41	0.4%
Other values (23)	210	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7671	80.3%
0.01	8	0.1%
0.02	505	5.3%
0.03	409	4.3%
0.04	230	2.4%
0.05	163	1.7%
0.06	117	1.2%
0.07	76	0.8%
0.08	68	0.7%
0.09	40	0.4%

Value	Count	Frequency (%)
7.0	1	< 0.1%
1.49	1	< 0.1%
0.91	1	< 0.1%
0.67	1	< 0.1%
0.58	1	< 0.1%
0.56	1	< 0.1%
0.54	1	< 0.1%
0.46	1	< 0.1%
0.3	1	< 0.1%
0.28	1	< 0.1%

잔류염소
Real number (ℝ)

ZEROS

Distinct	218
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19703917

Minimum	0
Maximum	4
Zeros	3407
Zeros (%)	35.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.12
Q3	0.23
95-th percentile	0.68
Maximum	4
Range	4
Interquartile range (IQR)	0.23

Descriptive statistics

Standard deviation	0.35298013
Coefficient of variation (CV)	1.7914211
Kurtosis	39.648702
Mean	0.19703917
Median Absolute Deviation (MAD)	0.12
Skewness	5.3568325
Sum	1881.33
Variance	0.12459497
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3407	35.7%
0.1	472	4.9%
0.2	423	4.4%
0.15	243	2.5%
0.3	238	2.5%
0.21	236	2.5%
0.11	235	2.5%
0.16	233	2.4%
0.12	200	2.1%
0.05	198	2.1%
Other values (208)	3663	38.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3407	35.7%
0.01	2	< 0.1%
0.02	3	< 0.1%
0.03	8	0.1%
0.04	3	< 0.1%
0.05	198	2.1%
0.06	104	1.1%
0.07	90	0.9%
0.08	89	0.9%
0.09	57	0.6%

Value	Count	Frequency (%)
4.0	7	0.1%
3.8	4	< 0.1%
3.76	1	< 0.1%
3.72	1	< 0.1%
3.7	2	< 0.1%
3.68	1	< 0.1%
3.59	1	< 0.1%
3.52	1	< 0.1%
3.5	1	< 0.1%
3.48	1	< 0.1%

붕소
Real number (ℝ)

SKEWED ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	30
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.0030792183

Minimum	0
Maximum	1.51
Zeros	8652
Zeros (%)	90.6%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.01
Maximum	1.51
Range	1.51
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.029090581
Coefficient of variation (CV)	9.4473913
Kurtosis	1626.7482
Mean	0.0030792183
Median Absolute Deviation (MAD)	0
Skewness	35.636551
Sum	29.308
Variance	0.00084626188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0.0	8652	90.6%
0.01	410	4.3%
0.02	216	2.3%
0.03	83	0.9%
0.04	45	0.5%
0.05	19	0.2%
0.07	14	0.1%
0.06	13	0.1%
0.08	8	0.1%
0.1	5	0.1%
Other values (23)	53	0.6%
(Missing)	30	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8652	90.6%
0.006	1	< 0.1%
0.01	410	4.3%
0.02	216	2.3%
0.022	1	< 0.1%
0.03	83	0.9%
0.04	45	0.5%
0.05	19	0.2%
0.06	13	0.1%
0.07	14	0.1%

Value	Count	Frequency (%)
1.51	1	< 0.1%
1.46	1	< 0.1%
1.0	1	< 0.1%
0.77	1	< 0.1%
0.43	1	< 0.1%
0.33	1	< 0.1%
0.32	2	< 0.1%
0.31	1	< 0.1%
0.27	1	< 0.1%
0.24	2	< 0.1%

클로로포름
Real number (ℝ)

ZEROS

Distinct	80
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0040139401

Minimum	0
Maximum	0.08
Zeros	5859
Zeros (%)	61.4%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.004
95-th percentile	0.023
Maximum	0.08
Range	0.08
Interquartile range (IQR)	0.004

Descriptive statistics

Standard deviation	0.0091218005
Coefficient of variation (CV)	2.2725303
Kurtosis	17.398863
Mean	0.0040139401
Median Absolute Deviation (MAD)	0
Skewness	3.729812
Sum	38.3251
Variance	8.3207244 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5859	61.4%
0.002	463	4.8%
0.001	423	4.4%
0.003	371	3.9%
0.004	305	3.2%
0.005	251	2.6%
0.006	186	1.9%
0.007	161	1.7%
0.008	138	1.4%
0.009	115	1.2%
Other values (70)	1276	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5859	61.4%
0.0005	1	< 0.1%
0.001	423	4.4%
0.002	463	4.8%
0.003	371	3.9%
0.0036	1	< 0.1%
0.004	305	3.2%
0.005	251	2.6%
0.006	186	1.9%
0.007	161	1.7%

Value	Count	Frequency (%)
0.08	2	< 0.1%
0.079	1	< 0.1%
0.077	1	< 0.1%
0.076	4	< 0.1%
0.075	3	< 0.1%
0.074	1	< 0.1%
0.073	2	< 0.1%
0.072	2	< 0.1%
0.07	2	< 0.1%
0.069	2	< 0.1%

대장균_분원성대장균군
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

불검출	9485
검출	59
<NA>	4

Length

Max length	4
Median length	3
Mean length	2.9942396
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
불검출	9485	99.3%
검출	59	0.6%
<NA>	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
불검출	9485	99.3%
검출	59	0.6%
na	4	< 0.1%

클로랄하이드레이트
Real number (ℝ)

ZEROS

Distinct	195
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00088888773

Minimum	0
Maximum	0.0286
Zeros	6695
Zeros (%)	70.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0008
95-th percentile	0.0046
Maximum	0.0286
Range	0.0286
Interquartile range (IQR)	0.0008

Descriptive statistics

Standard deviation	0.0025231516
Coefficient of variation (CV)	2.8385493
Kurtosis	40.028517
Mean	0.00088888773
Median Absolute Deviation (MAD)	0
Skewness	5.5718252
Sum	8.4871
Variance	6.3662942 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6695	70.1%
0.0006	171	1.8%
0.0007	155	1.6%
0.001	137	1.4%
0.0009	134	1.4%
0.0008	133	1.4%
0.0012	121	1.3%
0.0011	120	1.3%
0.0015	97	1.0%
0.0013	97	1.0%
Other values (185)	1688	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6695	70.1%
0.0001	2	< 0.1%
0.0003	2	< 0.1%
0.0004	1	< 0.1%
0.0005	91	1.0%
0.0006	171	1.8%
0.0007	155	1.6%
0.0008	133	1.4%
0.0009	134	1.4%
0.001	137	1.4%

Value	Count	Frequency (%)
0.0286	1	< 0.1%
0.0283	1	< 0.1%
0.0282	2	< 0.1%
0.0275	1	< 0.1%
0.027	3	< 0.1%
0.0267	1	< 0.1%
0.0264	1	< 0.1%
0.026	1	< 0.1%
0.0256	1	< 0.1%
0.0255	1	< 0.1%

디브로모아세토니트릴
Real number (ℝ)

SKEWED ZEROS

Distinct	96
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00024625052

Minimum	0
Maximum	0.064
Zeros	8331
Zeros (%)	87.3%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0013
Maximum	0.064
Range	0.064
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0014564174
Coefficient of variation (CV)	5.914373
Kurtosis	660.12173
Mean	0.00024625052
Median Absolute Deviation (MAD)	0
Skewness	21.175185
Sum	2.3512
Variance	2.1211518 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	8331	87.3%
0.0006	141	1.5%
0.0005	97	1.0%
0.0007	88	0.9%
0.0009	82	0.9%
0.0008	80	0.8%
0.0013	80	0.8%
0.001	75	0.8%
0.0012	65	0.7%
0.0011	58	0.6%
Other values (86)	451	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8331	87.3%
0.0002	1	< 0.1%
0.0005	97	1.0%
0.0006	141	1.5%
0.0007	88	0.9%
0.0008	80	0.8%
0.0009	82	0.9%
0.001	75	0.8%
0.0011	58	0.6%
0.0012	65	0.7%

Value	Count	Frequency (%)
0.064	1	< 0.1%
0.0453	1	< 0.1%
0.04	1	< 0.1%
0.037	1	< 0.1%
0.0337	1	< 0.1%
0.0282	1	< 0.1%
0.0235	1	< 0.1%
0.022	1	< 0.1%
0.0198	1	< 0.1%
0.0191	1	< 0.1%

디클로로아세토니트릴
Real number (ℝ)

SKEWED ZEROS

Distinct	92
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00036520737

Minimum	0
Maximum	0.0712
Zeros	7530
Zeros (%)	78.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0019
Maximum	0.0712
Range	0.0712
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0016523578
Coefficient of variation (CV)	4.524437
Kurtosis	976.50091
Mean	0.00036520737
Median Absolute Deviation (MAD)	0
Skewness	25.972883
Sum	3.487
Variance	2.7302862 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7530	78.9%
0.0006	259	2.7%
0.0008	183	1.9%
0.0007	177	1.9%
0.0011	113	1.2%
0.001	107	1.1%
0.0009	101	1.1%
0.0005	98	1.0%
0.0014	97	1.0%
0.0012	96	1.0%
Other values (82)	787	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7530	78.9%
0.0003	1	< 0.1%
0.0005	98	1.0%
0.0006	259	2.7%
0.0007	177	1.9%
0.0008	183	1.9%
0.0009	101	1.1%
0.001	107	1.1%
0.0011	113	1.2%
0.0012	96	1.0%

Value	Count	Frequency (%)
0.0712	1	< 0.1%
0.0684	1	< 0.1%
0.0657	1	< 0.1%
0.0434	1	< 0.1%
0.026	1	< 0.1%
0.0213	1	< 0.1%
0.0198	1	< 0.1%
0.0188	1	< 0.1%
0.0182	1	< 0.1%
0.018	1	< 0.1%

트리클로로아세토니트릴
Real number (ℝ)

ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4312945 × 10^-5

Minimum	0
Maximum	0.0038
Zeros	9215
Zeros (%)	96.5%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.0038
Range	0.0038
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00026574661
Coefficient of variation (CV)	5.9970425
Kurtosis	64.795888
Mean	4.4312945 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	7.4588437
Sum	0.4231
Variance	7.0621262 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0.0	9215	96.5%
0.0009	77	0.8%
0.0008	33	0.3%
0.0006	28	0.3%
0.0007	20	0.2%
0.001	19	0.2%
0.0013	18	0.2%
0.0016	15	0.2%
0.0014	12	0.1%
0.0011	12	0.1%
Other values (23)	99	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9215	96.5%
0.0005	9	0.1%
0.0006	28	0.3%
0.0007	20	0.2%
0.0008	33	0.3%
0.0009	77	0.8%
0.001	19	0.2%
0.0011	12	0.1%
0.0012	10	0.1%
0.0013	18	0.2%

Value	Count	Frequency (%)
0.0038	1	< 0.1%
0.0037	1	< 0.1%
0.0036	1	< 0.1%
0.0035	2	< 0.1%
0.0032	1	< 0.1%
0.0031	1	< 0.1%
0.003	5	0.1%
0.0029	4	< 0.1%
0.0028	3	< 0.1%
0.0027	3	< 0.1%

할로아세틱에시드
Real number (ℝ)

ZEROS

Distinct	95
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0046714495

Minimum	0
Maximum	0.099
Zeros	5432
Zeros (%)	56.9%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.004
95-th percentile	0.024
Maximum	0.099
Range	0.099
Interquartile range (IQR)	0.004

Descriptive statistics

Standard deviation	0.010746351
Coefficient of variation (CV)	2.3004318
Kurtosis	19.60943
Mean	0.0046714495
Median Absolute Deviation (MAD)	0
Skewness	3.9924738
Sum	44.603
Variance	0.00011548406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5432	56.9%
0.002	546	5.7%
0.001	513	5.4%
0.003	434	4.5%
0.004	330	3.5%
0.005	244	2.6%
0.006	217	2.3%
0.007	175	1.8%
0.008	145	1.5%
0.009	131	1.4%
Other values (85)	1381	14.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5432	56.9%
0.001	513	5.4%
0.002	546	5.7%
0.003	434	4.5%
0.004	330	3.5%
0.005	244	2.6%
0.006	217	2.3%
0.007	175	1.8%
0.008	145	1.5%
0.009	131	1.4%

Value	Count	Frequency (%)
0.099	1	< 0.1%
0.098	1	< 0.1%
0.095	1	< 0.1%
0.094	1	< 0.1%
0.093	3	< 0.1%
0.09	1	< 0.1%
0.089	2	< 0.1%
0.088	2	< 0.1%
0.087	1	< 0.1%
0.086	1	< 0.1%

브로모디클로로메탄
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00071407625

Minimum	0
Maximum	0.03
Zeros	7647
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.005
Maximum	0.03
Range	0.03
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0019214552
Coefficient of variation (CV)	2.6908263
Kurtosis	28.798635
Mean	0.00071407625
Median Absolute Deviation (MAD)	0
Skewness	4.3125989
Sum	6.818
Variance	3.69199 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.0	7647	80.1%
0.001	423	4.4%
0.002	412	4.3%
0.003	312	3.3%
0.004	266	2.8%
0.005	152	1.6%
0.006	115	1.2%
0.007	61	0.6%
0.008	46	0.5%
0.009	43	0.5%
Other values (15)	71	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7647	80.1%
0.001	423	4.4%
0.002	412	4.3%
0.003	312	3.3%
0.004	266	2.8%
0.005	152	1.6%
0.006	115	1.2%
0.007	61	0.6%
0.008	46	0.5%
0.009	43	0.5%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.026	1	< 0.1%
0.025	1	< 0.1%
0.024	1	< 0.1%
0.021	1	< 0.1%
0.019	1	< 0.1%
0.018	3	< 0.1%
0.017	2	< 0.1%
0.016	3	< 0.1%
0.015	4	< 0.1%

디브로모클로로메탄
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00027620444

Minimum	0
Maximum	0.03
Zeros	8471
Zeros (%)	88.7%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.002
Maximum	0.03
Range	0.03
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0010232161
Coefficient of variation (CV)	3.7045606
Kurtosis	113.98266
Mean	0.00027620444
Median Absolute Deviation (MAD)	0
Skewness	7.5307093
Sum	2.6372
Variance	1.0469712 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	8471	88.7%
0.002	360	3.8%
0.001	355	3.7%
0.003	185	1.9%
0.004	80	0.8%
0.005	37	0.4%
0.006	22	0.2%
0.01	9	0.1%
0.007	9	0.1%
0.008	6	0.1%
Other values (7)	14	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8471	88.7%
0.001	355	3.7%
0.002	360	3.8%
0.0022	1	< 0.1%
0.003	185	1.9%
0.004	80	0.8%
0.005	37	0.4%
0.006	22	0.2%
0.007	9	0.1%
0.008	6	0.1%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.018	1	< 0.1%
0.013	2	< 0.1%
0.012	2	< 0.1%
0.011	3	< 0.1%
0.01	9	0.1%
0.009	4	< 0.1%
0.008	6	0.1%
0.007	9	0.1%
0.006	22	0.2%

1-4-다이옥산
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3829074 × 10^-5

Minimum	0
Maximum	0.008
Zeros	9418
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.008
Range	0.008
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0003341643
Coefficient of variation (CV)	9.8780209
Kurtosis	176.71961
Mean	3.3829074 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	12.293146
Sum	0.323
Variance	1.1166578 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.0	9418	98.6%
0.002	46	0.5%
0.001	37	0.4%
0.004	22	0.2%
0.003	13	0.1%
0.005	9	0.1%
0.007	2	< 0.1%
0.008	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9418	98.6%
0.001	37	0.4%
0.002	46	0.5%
0.003	13	0.1%
0.004	22	0.2%
0.005	9	0.1%
0.007	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
0.008	1	< 0.1%
0.007	2	< 0.1%
0.005	9	0.1%
0.004	22	0.2%
0.003	13	0.1%
0.002	46	0.5%
0.001	37	0.4%
0.0	9418	98.6%

포름알데히드
Real number (ℝ)

SKEWED ZEROS

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00062509426

Minimum	0
Maximum	0.32
Zeros	9390
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.32
Range	0.32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0068462698
Coefficient of variation (CV)	10.95238
Kurtosis	697.48188
Mean	0.00062509426
Median Absolute Deviation (MAD)	0
Skewness	21.465851
Sum	5.9684
Variance	4.687141 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	9390	98.3%
0.02	48	0.5%
0.03	37	0.4%
0.04	18	0.2%
0.01	14	0.1%
0.05	9	0.1%
0.06	6	0.1%
0.1	5	0.1%
0.001	4	< 0.1%
0.07	4	< 0.1%
Other values (11)	13	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9390	98.3%
0.0004	1	< 0.1%
0.001	4	< 0.1%
0.002	2	< 0.1%
0.01	14	0.1%
0.02	48	0.5%
0.03	37	0.4%
0.04	18	0.2%
0.05	9	0.1%
0.06	6	0.1%

Value	Count	Frequency (%)
0.32	1	< 0.1%
0.2	1	< 0.1%
0.16	1	< 0.1%
0.15	1	< 0.1%
0.13	1	< 0.1%
0.12	1	< 0.1%
0.11	1	< 0.1%
0.1	5	0.1%
0.09	1	< 0.1%
0.08	2	< 0.1%

브롬산염
Real number (ℝ)

MISSING ZEROS

Distinct	71
Distinct (%)	1.3%
Missing	4229
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.00028274112

Minimum	0
Maximum	0.0268
Zeros	4444
Zeros (%)	46.5%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0018
Maximum	0.0268
Range	0.0268
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00096604983
Coefficient of variation (CV)	3.4167292
Kurtosis	166.13651
Mean	0.00028274112
Median Absolute Deviation (MAD)	0
Skewness	9.3186326
Sum	1.5039
Variance	9.3325228 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4444	46.5%
0.001	113	1.2%
0.0006	75	0.8%
0.0007	56	0.6%
0.0008	55	0.6%
0.0005	50	0.5%
0.0009	47	0.5%
0.0011	44	0.5%
0.0013	32	0.3%
0.0012	31	0.3%
Other values (61)	372	3.9%
(Missing)	4229	44.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4444	46.5%
0.0001	2	< 0.1%
0.0003	1	< 0.1%
0.0005	50	0.5%
0.0006	75	0.8%
0.0007	56	0.6%
0.0008	55	0.6%
0.0009	47	0.5%
0.001	113	1.2%
0.0011	44	0.5%

Value	Count	Frequency (%)
0.0268	1	< 0.1%
0.0182	1	< 0.1%
0.0168	1	< 0.1%
0.0138	1	< 0.1%
0.0097	1	< 0.1%
0.0096	1	< 0.1%
0.0094	1	< 0.1%
0.0085	1	< 0.1%
0.0084	1	< 0.1%
0.0082	1	< 0.1%

우라늄
Real number (ℝ)

MISSING ZEROS

Distinct	65
Distinct (%)	3.5%
Missing	7696
Missing (%)	80.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.34778618

Minimum	0
Maximum	33.2
Zeros	1396
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	84.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.6
Maximum	33.2
Range	33.2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.6296949
Coefficient of variation (CV)	4.6859105
Kurtosis	162.85811
Mean	0.34778618
Median Absolute Deviation (MAD)	0
Skewness	11.102407
Sum	644.1
Variance	2.6559054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1396	14.6%
0.2	72	0.8%
0.1	62	0.6%
0.3	47	0.5%
0.6	42	0.4%
0.4	24	0.3%
0.5	20	0.2%
0.8	20	0.2%
0.7	18	0.2%
1.2	13	0.1%
Other values (55)	138	1.4%
(Missing)	7696	80.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1396	14.6%
0.1	62	0.6%
0.2	72	0.8%
0.3	47	0.5%
0.4	24	0.3%
0.5	20	0.2%
0.6	42	0.4%
0.7	18	0.2%
0.8	20	0.2%
0.9	9	0.1%

Value	Count	Frequency (%)
33.2	1	< 0.1%
24.6	1	< 0.1%
22.0	1	< 0.1%
21.4	1	< 0.1%
17.6	1	< 0.1%
14.6	1	< 0.1%
12.9	1	< 0.1%
11.6	1	< 0.1%
11.2	1	< 0.1%
10.8	1	< 0.1%

First rows
Last rows

	연번	검사년도	지역	시설명	시설주소	수도규모	수원	수질검사기관	일반세균	총대장균군	암모니아성질소	질산성질소	총트리할로메탄	경도	과망간산칼륨소비량	냄새	맛	동	색도	수소이온농도	아연	염소이온	증발잔류물	망간	탁도	황산이온	알루미늄	잔류염소	붕소	클로로포름	대장균_분원성대장균군	클로랄하이드레이트	디브로모아세토니트릴	할로아세틱에시드	브로모디클로로메탄	디브로모클로로메탄	브롬산염	우라늄
0	1	2015	부산광역시	녹동	부산광역시 금정구 노포동 산 48-4	소규모급수시설	계곡수	자체수질검사	0	불검출	0.0	5.4	0.002	66.0	1.2	적합	적합	0.032	1	6.2	0.031	0.0	169.0	0.0	0.12	10.0	0.0	0.8	0.0	0.0	불검출	0.0005	0.0009	0.0	0.001	0.001	<NA>	<NA>
1	2	2015	부산광역시	대룡	부산광역시 금정구 노포동 산 69-1	소규모급수시설	계곡수	자체수질검사	0	불검출	0.02	1.4	0.011	26.0	0.5	적합	적합	0.009	1	6.3	0.013	0.0	73.0	0.005	0.1	4.0	0.0	0.0	0.0	0.007	불검출	0.0008	0.0008	0.005	0.003	0.001	<NA>	<NA>
2	3	2015	부산광역시	동대	부산광역시 금정구 회동동 산 24-1	소규모급수시설	계곡수	자체수질검사	0	불검출	0.0	1.7	0.003	52.0	0.7	적합	적합	0.022	1	6.3	0.039	0.0	117.0	0.0	0.31	3.0	0.03	0.15	0.0	0.0	불검출	0.0007	0.0005	0.0	0.001	0.001	<NA>	<NA>
3	4	2015	부산광역시	상리	부산광역시 북구 만덕2동 106-1	소규모급수시설	계곡수	부산시-상수도사업본부	0	불검출	0.0	0.6	0.012	12.0	1.0	적합	적합	0.0	1	6.6	0.005	0.0	107.0	0.0	0.45	5.0	0.05	0.4	0.0	0.006	불검출	0.001	0.0	0.0	0.004	0.002	<NA>	<NA>
4	5	2015	부산광역시	양지	부산광역시 북구 화명동 272-1	소규모급수시설	계곡수	부산시-상수도사업본부	0	불검출	0.04	1.2	0.025	44.0	2.0	적합	적합	0.0	1	6.7	0.003	0.0	102.0	0.0	0.37	9.0	0.02	0.4	0.0	0.019	불검출	0.0006	0.0011	0.002	0.004	0.002	<NA>	<NA>
5	6	2015	부산광역시	초량6동	부산광역시 동구 초량동 794-10	소규모급수시설	계곡수	부산시-상수도사업본부	46	불검출	0.02	2.5	0.003	60.0	0.3	적합	적합	0.0	1	7.0	0.0	0.0	127.0	0.0	0.23	5.0	0.0	0.0	0.0	0.0	불검출	0.0	0.0	0.0	0.0	0.0	<NA>	<NA>
6	7	2015	인천광역시	나룻개	인천광역시 옹진군 덕적면 소야리 산 53	소규모급수시설	계곡수	인천시-상수도사업본부	0	불검출	0.0	1.9	0.011	149.0	0.5	적합	적합	0.01	0	7.6	0.028	62.4	271.0	0.0	0.05	18.0	0.0	0.14	0.0	0.0	불검출	0.0	0.0	0.005	0.002	0.005	<NA>	<NA>
7	8	2015	인천광역시	다루	인천광역시 강화군 길상면 선두리 263-1	소규모급수시설	계곡수	인천시-상수도사업본부	0	불검출	0.0	1.4	0.004	120.0	0.0	적합	적합	0.0	0	8.1	0.002	5.1	165.0	0.0	0.06	8.0	0.0	0.26	0.0	0.001	불검출	0.0	0.0	0.001	0.0	0.001	<NA>	<NA>
8	9	2015	인천광역시	삼촌	인천광역시 강화군 화도면 덕포리 산 112-2	소규모급수시설	계곡수	인천시-상수도사업본부	0	불검출	0.0	0.3	0.002	17.0	0.8	적합	적합	0.0	0	7.4	0.003	4.3	41.0	0.0	0.04	2.0	0.0	0.1	0.0	0.0	불검출	0.0009	0.0	0.006	0.0	0.0	<NA>	<NA>
9	10	2015	인천광역시	우무지	정보 없음	소규모급수시설	계곡수	인천시-상수도사업본부	5	불검출	0.0	2.9	0.008	94.0	0.3	적합	적합	0.0	0	7.6	0.005	73.7	241.0	0.0	0.04	19.0	0.0	0.21	0.03	0.0	불검출	0.0	0.0058	0.005	0.001	0.002	<NA>	<NA>

	연번	검사년도	지역	시설명	시설주소	수도규모	수원	수질검사기관	일반세균	총대장균군	질산성질소	경도	과망간산칼륨소비량	냄새	맛	동	수소이온농도	아연	염소이온	증발잔류물	철	탁도	황산이온	알루미늄	잔류염소	붕소	대장균_분원성대장균군	클로랄하이드레이트	디브로모아세토니트릴	디클로로아세토니트릴	할로아세틱에시드	브롬산염	우라늄
9538	9539	2022	경상남도 합천군	백암	경상남도 합천군 야로면 덕암리 348	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	5.6	111.0	0.0	적합	적합	0.012	7.2	0.012	8.2	188.0	0.0	0.19	12.0	0.0	0.32	0.02	불검출	0.0024	0.001	0.0	0.006	0.0	<NA>
9539	9540	2022	경상남도 합천군	상두동	경상남도 합천군 가야면 성기리 산 48	소규모급수시설	계곡수	누리생명과학원(주)	2	불검출	0.8	21.0	0.3	적합	적합	0.0	7.1	0.005	1.8	62.0	0.0	0.48	2.0	0.0	0.16	0.0	불검출	0.0	0.0	0.0	0.003	0.0	<NA>
9540	9541	2022	경상남도 합천군	송호	경상남도 합천군 봉산면 송림리 산 13-1	소규모급수시설	계곡수	경남과학기술대학교 산학협력단 환경측정검사센터	0	불검출	2.4	60.0	0.5	적합	적합	0.0	7.0	0.008	2.4	105.0	0.0	0.15	3.0	0.0	0.21	0.0	불검출	0.0	0.0	0.0	0.0	0.0	<NA>
9541	9542	2022	경상남도 합천군	신평	경상남도 합천군 가야면 청현리 636-1	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	1.6	45.0	0.0	적합	적합	0.0	6.8	0.064	2.9	97.0	0.06	0.48	4.0	0.14	0.24	0.0	불검출	0.001	0.001	0.0	0.004	0.0007	<NA>
9542	9543	2022	경상남도 합천군	양지마	경상남도 합천군 묘산면 거산리 56	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	2.6	32.0	0.0	적합	적합	0.058	6.9	0.336	7.7	90.0	0.0	0.22	3.0	0.0	0.13	0.0	불검출	0.0016	0.0013	0.0	0.002	0.0	<NA>
9543	9544	2022	경상남도 합천군	외시	경상남도 합천군 대병면 대지리 646-1	소규모급수시설	계곡수	경남과학기술대학교 산학협력단 환경측정검사센터	0	불검출	0.3	20.0	0.4	적합	적합	0.0	7.3	0.014	2.1	60.0	0.0	0.08	2.0	0.0	0.18	0.0	불검출	0.0009	0.0015	0.0007	0.001	0.0	<NA>
9544	9545	2022	경상남도 합천군	청량	경상남도 합천군 가야면 황산리 803	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	0.5	5.0	0.0	적합	적합	0.0	6.8	0.006	2.7	35.0	0.0	0.48	2.0	0.0	0.13	0.0	불검출	0.0	0.0	0.0	0.001	0.0	<NA>
9545	9546	2022	경상남도 합천군	하두동	경상남도 합천군 가야면 성기리 산 53	소규모급수시설	계곡수	누리생명과학원(주)	2	불검출	0.6	48.0	0.0	적합	적합	0.0	7.5	0.012	4.8	96.0	0.0	0.12	5.0	0.0	0.15	0.0	불검출	0.0	0.0	0.0	0.001	0.0	<NA>
9546	9547	2022	경상남도 합천군	핵기	경상남도 합천군 가야면 구미2길 114-7	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	1.2	90.0	0.0	적합	적합	0.0	6.8	0.004	4.1	165.0	0.0	0.08	4.0	0.0	0.2	0.0	불검출	0.0	0.0	0.0	0.0	0.0	<NA>
9547	9548	2022	경상남도 합천군	황령	경상남도 합천군 가야면 대전2길 100-2	소규모급수시설	계곡수	누리생명과학원(주)	0	불검출	0.5	32.0	0.0	적합	적합	0.005	7.1	0.019	2.0	90.0	0.0	0.19	0.0	0.0	0.19	0.0	불검출	0.0	0.0	0.0	0.001	0.0	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul