Overview

Dataset statistics

Number of variables176
Number of observations10000
Missing cells1447515
Missing cells (%)82.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.1 MiB
Average record size in memory1.5 KiB

Variable types

Text5
Numeric23
Unsupported145
Categorical3

Dataset

Description국가수자원관리종합정보시스템(WAMIS)에서 수질측정망관련정보(농업용수수질측정자료, 도시관류수질측정자료 등)을 제공합니다.
Author환경부 한강홍수통제소
URLhttps://www.data.go.kr/data/15122594/fileData.do

Alerts

조사기관 is highly imbalanced (89.6%)Imbalance
A:하천수, B:호소수, D:농업용수, E:공단배수, F:도시관류, G:지하수 is highly imbalanced (87.5%)Imbalance
목표수질 has 10000 (100.0%) missing valuesMissing
자료구축 시작년도 has 259 (2.6%) missing valuesMissing
폐쇄년도 has 10000 (100.0%) missing valuesMissing
수온 has 318 (3.2%) missing valuesMissing
전기전자 has 318 (3.2%) missing valuesMissing
CL값 has 318 (3.2%) missing valuesMissing
CD값 has 585 (5.9%) missing valuesMissing
PB값 has 585 (5.9%) missing valuesMissing
클로로필a has 318 (3.2%) missing valuesMissing
CU값 has 585 (5.9%) missing valuesMissing
칼륨 has 1027 (10.3%) missing valuesMissing
나트륨 has 1029 (10.3%) missing valuesMissing
칼슘 has 1029 (10.3%) missing valuesMissing
마그네슘 has 1029 (10.3%) missing valuesMissing
시설코드.2 has 10000 (100.0%) missing valuesMissing
측정년월.1 has 10000 (100.0%) missing valuesMissing
측정일구분.1 has 10000 (100.0%) missing valuesMissing
PH값.1 has 10000 (100.0%) missing valuesMissing
DO값.1 has 10000 (100.0%) missing valuesMissing
BOD값.1 has 10000 (100.0%) missing valuesMissing
COD값.1 has 10000 (100.0%) missing valuesMissing
SS값.1 has 10000 (100.0%) missing valuesMissing
총질소.1 has 10000 (100.0%) missing valuesMissing
총인.1 has 10000 (100.0%) missing valuesMissing
NH3-N값 has 10000 (100.0%) missing valuesMissing
NO3-N값 has 10000 (100.0%) missing valuesMissing
수온.1 has 10000 (100.0%) missing valuesMissing
페놀류 has 10000 (100.0%) missing valuesMissing
전기전자.1 has 10000 (100.0%) missing valuesMissing
분원성대장균군수 has 10000 (100.0%) missing valuesMissing
총대장균군수 has 10000 (100.0%) missing valuesMissing
CD값.1 has 10000 (100.0%) missing valuesMissing
CN값 has 10000 (100.0%) missing valuesMissing
PB값.1 has 10000 (100.0%) missing valuesMissing
CR6값 has 10000 (100.0%) missing valuesMissing
ASO값 has 10000 (100.0%) missing valuesMissing
HG값 has 10000 (100.0%) missing valuesMissing
ABS값 has 10000 (100.0%) missing valuesMissing
PCB값 has 10000 (100.0%) missing valuesMissing
유기인 has 10000 (100.0%) missing valuesMissing
TCE값 has 10000 (100.0%) missing valuesMissing
PCE값 has 10000 (100.0%) missing valuesMissing
PO4P값 has 10000 (100.0%) missing valuesMissing
클로로필a.1 has 10000 (100.0%) missing valuesMissing
시설코드.3 has 10000 (100.0%) missing valuesMissing
측정년월.2 has 10000 (100.0%) missing valuesMissing
측정일구분.2 has 10000 (100.0%) missing valuesMissing
PH값.2 has 10000 (100.0%) missing valuesMissing
DO값.2 has 10000 (100.0%) missing valuesMissing
BOD값.2 has 10000 (100.0%) missing valuesMissing
COD값.2 has 10000 (100.0%) missing valuesMissing
SS값.2 has 10000 (100.0%) missing valuesMissing
총질소.2 has 10000 (100.0%) missing valuesMissing
총인.2 has 10000 (100.0%) missing valuesMissing
NH3-N값.1 has 10000 (100.0%) missing valuesMissing
NO3-N값.1 has 10000 (100.0%) missing valuesMissing
수온.2 has 10000 (100.0%) missing valuesMissing
페놀류.1 has 10000 (100.0%) missing valuesMissing
전기전자.2 has 10000 (100.0%) missing valuesMissing
분원성대장균군수.1 has 10000 (100.0%) missing valuesMissing
총대장균군수.1 has 10000 (100.0%) missing valuesMissing
CD값.2 has 10000 (100.0%) missing valuesMissing
CN값.1 has 10000 (100.0%) missing valuesMissing
PB값.2 has 10000 (100.0%) missing valuesMissing
CR6값.1 has 10000 (100.0%) missing valuesMissing
ASO값.1 has 10000 (100.0%) missing valuesMissing
HG값.1 has 10000 (100.0%) missing valuesMissing
ABS값.1 has 10000 (100.0%) missing valuesMissing
PCB값.1 has 10000 (100.0%) missing valuesMissing
유기인.1 has 10000 (100.0%) missing valuesMissing
TCE값.1 has 10000 (100.0%) missing valuesMissing
PCE값.1 has 10000 (100.0%) missing valuesMissing
PO4P값.1 has 10000 (100.0%) missing valuesMissing
클로로필a.2 has 10000 (100.0%) missing valuesMissing
투명도 has 10000 (100.0%) missing valuesMissing
시설코드.4 has 10000 (100.0%) missing valuesMissing
측정년월.3 has 10000 (100.0%) missing valuesMissing
측정일구분.3 has 10000 (100.0%) missing valuesMissing
PH값.3 has 10000 (100.0%) missing valuesMissing
COD값.3 has 10000 (100.0%) missing valuesMissing
NO3-N값.2 has 10000 (100.0%) missing valuesMissing
전기전자.3 has 10000 (100.0%) missing valuesMissing
CL값.1 has 10000 (100.0%) missing valuesMissing
COL값 has 10000 (100.0%) missing valuesMissing
CD값.3 has 10000 (100.0%) missing valuesMissing
CN값.2 has 10000 (100.0%) missing valuesMissing
PB값.3 has 10000 (100.0%) missing valuesMissing
CR6값.2 has 10000 (100.0%) missing valuesMissing
ASO값.2 has 10000 (100.0%) missing valuesMissing
HG값.2 has 10000 (100.0%) missing valuesMissing
ABS값.2 has 10000 (100.0%) missing valuesMissing
PCB값.2 has 10000 (100.0%) missing valuesMissing
유기인.2 has 10000 (100.0%) missing valuesMissing
TCE값.2 has 10000 (100.0%) missing valuesMissing
PCE값.2 has 10000 (100.0%) missing valuesMissing
페놀 has 10000 (100.0%) missing valuesMissing
시설코드.5 has 10000 (100.0%) missing valuesMissing
측정년월.4 has 10000 (100.0%) missing valuesMissing
측정일구분.4 has 10000 (100.0%) missing valuesMissing
PH값.4 has 10000 (100.0%) missing valuesMissing
DO값.3 has 10000 (100.0%) missing valuesMissing
BOD값.3 has 10000 (100.0%) missing valuesMissing
COD값.4 has 10000 (100.0%) missing valuesMissing
SS값.3 has 10000 (100.0%) missing valuesMissing
총질소.3 has 10000 (100.0%) missing valuesMissing
총인.3 has 10000 (100.0%) missing valuesMissing
수온.3 has 10000 (100.0%) missing valuesMissing
전기전자.4 has 10000 (100.0%) missing valuesMissing
COL값.1 has 10000 (100.0%) missing valuesMissing
CD값.4 has 10000 (100.0%) missing valuesMissing
CN값.3 has 10000 (100.0%) missing valuesMissing
PB값.4 has 10000 (100.0%) missing valuesMissing
CR6값.3 has 10000 (100.0%) missing valuesMissing
ASO값.3 has 10000 (100.0%) missing valuesMissing
HG값.3 has 10000 (100.0%) missing valuesMissing
ABS값.3 has 10000 (100.0%) missing valuesMissing
PCB값.3 has 10000 (100.0%) missing valuesMissing
유기인.3 has 10000 (100.0%) missing valuesMissing
TCE값.3 has 10000 (100.0%) missing valuesMissing
PCE값.3 has 10000 (100.0%) missing valuesMissing
CU값.1 has 10000 (100.0%) missing valuesMissing
ZN값 has 10000 (100.0%) missing valuesMissing
CR값 has 10000 (100.0%) missing valuesMissing
F값 has 10000 (100.0%) missing valuesMissing
페놀.1 has 10000 (100.0%) missing valuesMissing
N-헥산 has 10000 (100.0%) missing valuesMissing
용해성망간 has 10000 (100.0%) missing valuesMissing
용해성철 has 10000 (100.0%) missing valuesMissing
시설코드.6 has 10000 (100.0%) missing valuesMissing
측정년월.5 has 10000 (100.0%) missing valuesMissing
측정일구분.5 has 10000 (100.0%) missing valuesMissing
PH값.5 has 10000 (100.0%) missing valuesMissing
DO값.4 has 10000 (100.0%) missing valuesMissing
BOD값.4 has 10000 (100.0%) missing valuesMissing
COD값.5 has 10000 (100.0%) missing valuesMissing
SS값.4 has 10000 (100.0%) missing valuesMissing
총질소.4 has 10000 (100.0%) missing valuesMissing
총인.4 has 10000 (100.0%) missing valuesMissing
NH3-N값.2 has 10000 (100.0%) missing valuesMissing
NO3-N값.3 has 10000 (100.0%) missing valuesMissing
수온.4 has 10000 (100.0%) missing valuesMissing
페놀류.2 has 10000 (100.0%) missing valuesMissing
전기전자.5 has 10000 (100.0%) missing valuesMissing
분원성대장균군수.2 has 10000 (100.0%) missing valuesMissing
총대장균군수.2 has 10000 (100.0%) missing valuesMissing
CD값.5 has 10000 (100.0%) missing valuesMissing
CN값.4 has 10000 (100.0%) missing valuesMissing
PB값.5 has 10000 (100.0%) missing valuesMissing
CR6값.4 has 10000 (100.0%) missing valuesMissing
ASO값.4 has 10000 (100.0%) missing valuesMissing
HG값.4 has 10000 (100.0%) missing valuesMissing
ABS값.4 has 10000 (100.0%) missing valuesMissing
PCB값.4 has 10000 (100.0%) missing valuesMissing
유기인.4 has 10000 (100.0%) missing valuesMissing
TCE값.4 has 10000 (100.0%) missing valuesMissing
PCE값.4 has 10000 (100.0%) missing valuesMissing
PH값 is highly skewed (γ1 = -22.86902103)Skewed
DO값 is highly skewed (γ1 = -23.50572306)Skewed
수온 is highly skewed (γ1 = -21.2970835)Skewed
목표수질 is an unsupported type, check if it needs cleaning or further analysisUnsupported
폐쇄년도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설코드.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정일구분.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PH값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
DO값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
BOD값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COD값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
SS값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총질소.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총인.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NH3-N값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NO3-N값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
수온.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
페놀류 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전기전자.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
분원성대장균군수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총대장균군수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CD값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CN값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PB값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR6값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ASO값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
HG값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ABS값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCB값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유기인 is an unsupported type, check if it needs cleaning or further analysisUnsupported
TCE값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCE값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PO4P값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
클로로필a.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설코드.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정일구분.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PH값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
DO값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
BOD값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COD값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
SS값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총질소.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총인.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NH3-N값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NO3-N값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
수온.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
페놀류.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전기전자.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
분원성대장균군수.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총대장균군수.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CD값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CN값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PB값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR6값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ASO값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
HG값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ABS값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCB값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유기인.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
TCE값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCE값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PO4P값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
클로로필a.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
투명도 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설코드.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정일구분.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PH값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COD값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NO3-N값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전기전자.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CL값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COL값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CD값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CN값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PB값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR6값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ASO값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
HG값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ABS값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCB값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유기인.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
TCE값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCE값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
페놀 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설코드.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정일구분.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PH값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
DO값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
BOD값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COD값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
SS값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총질소.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총인.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
수온.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전기전자.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COL값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CD값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CN값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PB값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR6값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ASO값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
HG값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ABS값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCB값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유기인.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
TCE값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCE값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CU값.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ZN값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
F값 is an unsupported type, check if it needs cleaning or further analysisUnsupported
페놀.1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
N-헥산 is an unsupported type, check if it needs cleaning or further analysisUnsupported
용해성망간 is an unsupported type, check if it needs cleaning or further analysisUnsupported
용해성철 is an unsupported type, check if it needs cleaning or further analysisUnsupported
시설코드.6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정년월.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
측정일구분.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PH값.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
DO값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
BOD값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
COD값.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
SS값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총질소.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총인.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NH3-N값.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
NO3-N값.3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
수온.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
페놀류.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
전기전자.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
분원성대장균군수.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
총대장균군수.2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CD값.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CN값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PB값.5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CR6값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ASO값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
HG값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
ABS값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCB값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
유기인.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
TCE값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
PCE값.4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
CL값 has 102 (1.0%) zerosZeros
CD값 has 1220 (12.2%) zerosZeros
PB값 has 1533 (15.3%) zerosZeros
CU값 has 892 (8.9%) zerosZeros

Reproduction

Analysis started2023-12-12 04:42:49.315282
Analysis finished2023-12-12 04:42:51.466703
Duration2.15 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설코드
Text

Distinct984
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T13:42:51.762961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length8
Mean length8
Min length8

Characters and Unicode

Total characters80000
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9 ?
Unique (%)0.1%

Sample

1st row2021D002
2nd row5301D016
3rd row2501D007
4th row4102D003
5th row1101D025
ValueCountFrequency (%)
5302d006 34
 
0.3%
2020d001 27
 
0.3%
5302d004 26
 
0.3%
1007d007 26
 
0.3%
3014d006 26
 
0.3%
1101d002 26
 
0.3%
3014d003 26
 
0.3%
4009d003 26
 
0.3%
3012d003 25
 
0.2%
2020d003 25
 
0.2%
Other values (974) 9733
97.3%
2023-12-12T13:42:52.332099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 30686
38.4%
1 13144
16.4%
D 10000
 
12.5%
2 8888
 
11.1%
3 5914
 
7.4%
4 3610
 
4.5%
5 2859
 
3.6%
7 1447
 
1.8%
6 1359
 
1.7%
9 1062
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 70000
87.5%
Uppercase Letter 10000
 
12.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 30686
43.8%
1 13144
18.8%
2 8888
 
12.7%
3 5914
 
8.4%
4 3610
 
5.2%
5 2859
 
4.1%
7 1447
 
2.1%
6 1359
 
1.9%
9 1062
 
1.5%
8 1031
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
D 10000
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 70000
87.5%
Latin 10000
 
12.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 30686
43.8%
1 13144
18.8%
2 8888
 
12.7%
3 5914
 
8.4%
4 3610
 
5.2%
5 2859
 
4.1%
7 1447
 
2.1%
6 1359
 
1.9%
9 1062
 
1.5%
8 1031
 
1.5%
Latin
ValueCountFrequency (%)
D 10000
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 80000
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 30686
38.4%
1 13144
16.4%
D 10000
 
12.5%
2 8888
 
11.1%
3 5914
 
7.4%
4 3610
 
4.5%
5 2859
 
3.6%
7 1447
 
1.8%
6 1359
 
1.7%
9 1062
 
1.3%

명칭
Text

Distinct855
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T13:42:52.761916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length5
Mean length5.1606
Min length3

Characters and Unicode

Total characters51606
Distinct characters259
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)< 0.1%

Sample

1st row가인(봉의)저수지
2nd row둔바말저수지
3rd row하이저수지
4th row백운저수지
5th row업성저수지
ValueCountFrequency (%)
옥계저수지 54
 
0.5%
봉암저수지 48
 
0.5%
용연저수지 47
 
0.5%
덕산저수지 42
 
0.4%
오봉저수지 42
 
0.4%
개운저수지 40
 
0.4%
대룡저수지 39
 
0.4%
오산저수지 37
 
0.4%
용산저수지 36
 
0.4%
옥산저수지 36
 
0.4%
Other values (845) 9579
95.8%
2023-12-12T13:42:53.294556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
수 10233
19.8%
지 10144
19.7%
저 9909
19.2%
산 899
 
1.7%
천 659
 
1.3%
곡 618
 
1.2%
동 568
 
1.1%
대 449
 
0.9%
용 401
 
0.8%
성 367
 
0.7%
Other values (249) 17359
33.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 50704
98.3%
Open Punctuation 357
 
0.7%
Close Punctuation 357
 
0.7%
Decimal Number 188
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
수 10233
20.2%
지 10144
20.0%
저 9909
19.5%
산 899
 
1.8%
천 659
 
1.3%
곡 618
 
1.2%
동 568
 
1.1%
대 449
 
0.9%
용 401
 
0.8%
성 367
 
0.7%
Other values (245) 16457
32.5%
Decimal Number
ValueCountFrequency (%)
2 149
79.3%
1 39
 
20.7%
Open Punctuation
ValueCountFrequency (%)
( 357
100.0%
Close Punctuation
ValueCountFrequency (%)
) 357
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 50704
98.3%
Common 902
 
1.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
수 10233
20.2%
지 10144
20.0%
저 9909
19.5%
산 899
 
1.8%
천 659
 
1.3%
곡 618
 
1.2%
동 568
 
1.1%
대 449
 
0.9%
용 401
 
0.8%
성 367
 
0.7%
Other values (245) 16457
32.5%
Common
ValueCountFrequency (%)
( 357
39.6%
) 357
39.6%
2 149
16.5%
1 39
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 50704
98.3%
ASCII 902
 
1.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
수 10233
20.2%
지 10144
20.0%
저 9909
19.5%
산 899
 
1.8%
천 659
 
1.3%
곡 618
 
1.2%
동 568
 
1.1%
대 449
 
0.9%
용 401
 
0.8%
성 367
 
0.7%
Other values (245) 16457
32.5%
ASCII
ValueCountFrequency (%)
( 357
39.6%
) 357
39.6%
2 149
16.5%
1 39
 
4.3%

환경부코드
Text

Distinct954
Distinct (%)9.6%
Missing94
Missing (%)0.9%
Memory size156.2 KiB
2023-12-12T13:42:53.672688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length7
Mean length7
Min length7

Characters and Unicode

Total characters69342
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique6 ?
Unique (%)0.1%

Sample

1st row2021D60
2nd row5301D60
3rd row2501D30
4th row4102D30
5th row1101D54
ValueCountFrequency (%)
1002d50 103
 
1.0%
5302d85 34
 
0.3%
2020d20 27
 
0.3%
4009d45 26
 
0.3%
5302d40 26
 
0.3%
1101d33 26
 
0.3%
1007d55 26
 
0.3%
3014d90 26
 
0.3%
3014d40 26
 
0.3%
3012d90 25
 
0.3%
Other values (944) 9561
96.5%
2023-12-12T13:42:54.150874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 19077
27.5%
1 10929
15.8%
D 9906
14.3%
2 8516
12.3%
3 6138
 
8.9%
5 5426
 
7.8%
4 3973
 
5.7%
6 1662
 
2.4%
7 1594
 
2.3%
8 1118
 
1.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 59436
85.7%
Uppercase Letter 9906
 
14.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 19077
32.1%
1 10929
18.4%
2 8516
14.3%
3 6138
 
10.3%
5 5426
 
9.1%
4 3973
 
6.7%
6 1662
 
2.8%
7 1594
 
2.7%
8 1118
 
1.9%
9 1003
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
D 9906
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 59436
85.7%
Latin 9906
 
14.3%

Most frequent character per script

Common
ValueCountFrequency (%)
0 19077
32.1%
1 10929
18.4%
2 8516
14.3%
3 6138
 
10.3%
5 5426
 
9.1%
4 3973
 
6.7%
6 1662
 
2.8%
7 1594
 
2.7%
8 1118
 
1.9%
9 1003
 
1.7%
Latin
ValueCountFrequency (%)
D 9906
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 69342
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 19077
27.5%
1 10929
15.8%
D 9906
14.3%
2 8516
12.3%
3 6138
 
8.9%
5 5426
 
7.8%
4 3973
 
5.7%
6 1662
 
2.4%
7 1594
 
2.3%
8 1118
 
1.6%

표준유역코드
Real number (ℝ)

Distinct449
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean273861.79
Minimum100108
Maximum530301
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T13:42:54.335916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum100108
5-th percentile100701
Q1200602
median250108
Q3330303
95-th percentile520203
Maximum530301
Range430193
Interquartile range (IQR)129701

Descriptive statistics

Standard deviation129623.91
Coefficient of variation (CV)0.47331871
Kurtosis-0.77343401
Mean273861.79
Median Absolute Deviation (MAD)79999.5
Skewness0.43503993
Sum2.7386179 × 109
Variance1.6802358 × 1010
MonotonicityNot monotonic
2023-12-12T13:42:54.514994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
320204 132
 
1.3%
301403 80
 
0.8%
330303 79
 
0.8%
400903 76
 
0.8%
410104 73
 
0.7%
410106 68
 
0.7%
310116 66
 
0.7%
410105 65
 
0.7%
202002 65
 
0.7%
410108 65
 
0.7%
Other values (439) 9231
92.3%
ValueCountFrequency (%)
100108 6
 
0.1%
100203 6
 
0.1%
100204 14
0.1%
100207 4
 
< 0.1%
100208 12
0.1%
100209 4
 
< 0.1%
100314 6
 
0.1%
100316 16
0.2%
100317 6
 
0.1%
100401 4
 
< 0.1%
ValueCountFrequency (%)
530301 35
0.4%
530207 11
 
0.1%
530206 10
 
0.1%
530205 57
0.6%
530204 43
0.4%
530203 28
0.3%
530202 12
 
0.1%
530201 16
 
0.2%
530104 39
0.4%
530103 50
0.5%

행정구역코드
Real number (ℝ)

Distinct669
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.5028682 × 109
Minimum2.671031 × 109
Maximum4.889044 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T13:42:54.698698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.671031 × 109
5-th percentile4.146133 × 109
Q14.37604 × 109
median4.579043 × 109
Q34.715038 × 109
95-th percentile4.882033 × 109
Maximum4.889044 × 109
Range2.218013 × 109
Interquartile range (IQR)3.38998 × 108

Descriptive statistics

Standard deviation3.7531428 × 108
Coefficient of variation (CV)0.083350048
Kurtosis9.6591206
Mean4.5028682 × 109
Median Absolute Deviation (MAD)1.58009 × 108
Skewness-2.7614571
Sum4.5028682 × 1013
Variance1.4086081 × 1017
MonotonicityNot monotonic
2023-12-12T13:42:55.196984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4680025300 74
 
0.7%
4711331000 51
 
0.5%
4159036000 48
 
0.5%
4146134000 46
 
0.5%
4885040000 46
 
0.5%
4677035000 45
 
0.4%
4571035000 44
 
0.4%
4678025300 44
 
0.4%
4882035000 43
 
0.4%
4579043000 43
 
0.4%
Other values (659) 9516
95.2%
ValueCountFrequency (%)
2671031000 11
0.1%
2671032000 15
0.1%
2671033000 15
0.1%
2714062000 8
 
0.1%
2723069500 6
 
0.1%
2771025300 16
0.2%
2771034000 18
0.2%
2771036000 10
0.1%
2771037000 23
0.2%
2871025000 8
 
0.1%
ValueCountFrequency (%)
4889044000 19
0.2%
4889042000 5
 
0.1%
4889041000 14
0.1%
4889040000 5
 
0.1%
4889038000 8
0.1%
4889037000 15
0.1%
4889035000 3
 
< 0.1%
4889033000 11
0.1%
4889031000 9
0.1%
4889025000 3
 
< 0.1%

채수지점
Text

Distinct958
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T13:42:55.696120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length16
Mean length15.6006
Min length10

Characters and Unicode

Total characters156006
Distinct characters293
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8 ?
Unique (%)0.1%

Sample

1st row경상남도 밀양시 산내면 가인리
2nd row전라북도 부안군 변산면 도청리
3rd row경상남도 고성군 하이면 와룡리
4th row전라남도 완도군 고금면 농상리
5th row충청남도 천안시 업성동
ValueCountFrequency (%)
전라남도 1913
 
4.9%
경상북도 1703
 
4.3%
충청남도 1284
 
3.3%
경상남도 1219
 
3.1%
전라북도 1189
 
3.0%
경기도 879
 
2.2%
충청북도 792
 
2.0%
강원도 618
 
1.6%
경주시 221
 
0.6%
고창군 205
 
0.5%
Other values (1578) 29349
74.5%
2023-12-12T13:42:56.489588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
29391
18.8%
도 10263
 
6.6%
리 9273
 
5.9%
면 8203
 
5.3%
군 6159
 
3.9%
남 5460
 
3.5%
시 4514
 
2.9%
경 4228
 
2.7%
북 4148
 
2.7%
전 3527
 
2.3%
Other values (283) 70840
45.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 126615
81.2%
Space Separator 29391
 
18.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 10263
 
8.1%
리 9273
 
7.3%
면 8203
 
6.5%
군 6159
 
4.9%
남 5460
 
4.3%
시 4514
 
3.6%
경 4228
 
3.3%
북 4148
 
3.3%
전 3527
 
2.8%
상 3526
 
2.8%
Other values (282) 67314
53.2%
Space Separator
ValueCountFrequency (%)
29391
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 126615
81.2%
Common 29391
 
18.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 10263
 
8.1%
리 9273
 
7.3%
면 8203
 
6.5%
군 6159
 
4.9%
남 5460
 
4.3%
시 4514
 
3.6%
경 4228
 
3.3%
북 4148
 
3.3%
전 3527
 
2.8%
상 3526
 
2.8%
Other values (282) 67314
53.2%
Common
ValueCountFrequency (%)
29391
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 126615
81.2%
ASCII 29391
 
18.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29391
100.0%
Hangul
ValueCountFrequency (%)
도 10263
 
8.1%
리 9273
 
7.3%
면 8203
 
6.5%
군 6159
 
4.9%
남 5460
 
4.3%
시 4514
 
3.6%
경 4228
 
3.3%
북 4148
 
3.3%
전 3527
 
2.8%
상 3526
 
2.8%
Other values (282) 67314
53.2%

목표수질
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

조사기관
Categorical

IMBALANCE 

Distinct35
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
한국농어촌공사
9496 
농업기반공사
 
35
농업기반공사(안성)
 
30
농어촌공사
 
30
농기공(장흥지부)
 
26
Other values (30)
 
383

Length

Max length13
Median length7
Mean length7.1679
Min length5

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
한국농어촌공사 9496
95.0%
농업기반공사 35
 
0.4%
농업기반공사(안성) 30
 
0.3%
농어촌공사 30
 
0.3%
농기공(장흥지부) 26
 
0.3%
농업기반공사(평택) 22
 
0.2%
농기공(강진·완도) 19
 
0.2%
농업기반공사(괴산지부) 19
 
0.2%
농업기반공사(정읍지부) 19
 
0.2%
농기공(곡성지부) 19
 
0.2%
Other values (25) 285
 
2.9%

Length

2023-12-12T13:42:56.724042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한국농어촌공사 9496
95.0%
농업기반공사 35
 
0.4%
농업기반공사(안성 30
 
0.3%
농어촌공사 30
 
0.3%
농기공(장흥지부 26
 
0.3%
농업기반공사(평택 22
 
0.2%
농기공(강진·완도 19
 
0.2%
농업기반공사(괴산지부 19
 
0.2%
농업기반공사(정읍지부 19
 
0.2%
농기공(곡성지부 19
 
0.2%
Other values (25) 285
 
2.9%

A:하천수, B:호소수, D:농업용수, E:공단배수, F:도시관류, G:지하수
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
농업용수
9829 
<NA>
 
171

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
농업용수 9829
98.3%
<NA> 171
 
1.7%

Length

2023-12-12T13:42:56.933300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:42:57.089570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
농업용수 9829
98.3%
na 171
 
1.7%

자료구축 시작년도
Real number (ℝ)

MISSING 

Distinct17
Distinct (%)0.2%
Missing259
Missing (%)2.6%
Infinite0
Infinite (%)0.0%
Mean2002.3437
Minimum1990
Maximum2016
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T13:42:57.239915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1990
5-th percentile1993
Q11998
median2001
Q32011
95-th percentile2015
Maximum2016
Range26
Interquartile range (IQR)13

Descriptive statistics

Standard deviation6.9431638
Coefficient of variation (CV)0.0034675185
Kurtosis-0.95607583
Mean2002.3437
Median Absolute Deviation (MAD)5
Skewness0.38306354
Sum19504830
Variance48.207524
MonotonicityNot monotonic
2023-12-12T13:42:57.423070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2011 2116
21.2%
2001 2061
20.6%
1999 1233
12.3%
2000 722
 
7.2%
2015 715
 
7.1%
1996 619
 
6.2%
1993 542
 
5.4%
2004 374
 
3.7%
1995 306
 
3.1%
1994 264
 
2.6%
Other values (7) 789
 
7.9%
(Missing) 259
 
2.6%
ValueCountFrequency (%)
1990 181
 
1.8%
1991 212
 
2.1%
1993 542
5.4%
1994 264
 
2.6%
1995 306
 
3.1%
1996 619
6.2%
1997 153
 
1.5%
1998 195
 
1.9%
1999 1233
12.3%
2000 722
7.2%
ValueCountFrequency (%)
2016 17
 
0.2%
2015 715
 
7.1%
2011 2116
21.2%
2010 13
 
0.1%
2004 374
 
3.7%
2003 18
 
0.2%
2001 2061
20.6%
2000 722
 
7.2%
1999 1233
12.3%
1998 195
 
1.9%

폐쇄년도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TM 좌표 X
Real number (ℝ)

Distinct978
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean251038.55
Minimum99215.2
Maximum431465.06
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T13:42:57.639642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum99215.2
5-th percentile151523.05
Q1187143.39
median236739.64
Q3308960.65
95-th percentile393699.65
Maximum431465.06
Range332249.86
Interquartile range (IQR)121817.27

Descriptive statistics

Standard deviation75132.467
Coefficient of variation (CV)0.29928658
Kurtosis-0.83247595
Mean251038.55
Median Absolute Deviation (MAD)58371.636
Skewness0.42206
Sum2.5103855 × 109
Variance5.6448876 × 109
MonotonicityNot monotonic
2023-12-12T13:42:57.880456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
145700.0469 34
 
0.3%
334270.0 27
 
0.3%
221950.0 26
 
0.3%
241429.8747 26
 
0.3%
226797.0 26
 
0.3%
155511.0 26
 
0.3%
178368.0 26
 
0.3%
184043.5625 26
 
0.3%
352709.0 25
 
0.2%
175618.3296 25
 
0.2%
Other values (968) 9733
97.3%
ValueCountFrequency (%)
99215.2 4
 
< 0.1%
100742.2 4
 
< 0.1%
106602.9 7
0.1%
118362.2278 8
0.1%
118788.2 5
 
0.1%
119817.8359 13
0.1%
120101.1839 5
 
0.1%
123958.0 8
0.1%
124504.1 5
 
0.1%
125448.5119 9
0.1%
ValueCountFrequency (%)
431465.0601 5
 
0.1%
430033.1058 5
 
0.1%
429057.9835 4
 
< 0.1%
419805.4284 5
 
0.1%
419497.5503 6
 
0.1%
415029.1713 12
0.1%
414429.6932 16
0.2%
413874.6178 15
0.1%
413804.1339 16
0.2%
411072.0 13
0.1%

TM 좌표 Y
Real number (ℝ)

Distinct978
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean284319.63
Minimum91178.9
Maximum548147.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T13:42:58.102519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum91178.9
5-th percentile122022
Q1199684.8
median275134.76
Q3365484.75
95-th percentile477211.13
Maximum548147.4
Range456968.5
Interquartile range (IQR)165799.95

Descriptive statistics

Standard deviation105948.13
Coefficient of variation (CV)0.3726374
Kurtosis-0.75262044
Mean284319.63
Median Absolute Deviation (MAD)82107.241
Skewness0.26701706
Sum2.8431963 × 109
Variance1.1225005 × 1010
MonotonicityNot monotonic
2023-12-12T13:42:58.326803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
183470.2188 34
 
0.3%
216346.0 27
 
0.3%
378637.0 26
 
0.3%
190327.8853 26
 
0.3%
409127.0 26
 
0.3%
192409.0 26
 
0.3%
291110.0 26
 
0.3%
277402.0313 26
 
0.3%
213181.0 25
 
0.2%
299501.0292 25
 
0.2%
Other values (968) 9733
97.3%
ValueCountFrequency (%)
91178.9 6
 
0.1%
96423.3 6
 
0.1%
97643.2242 17
0.2%
98969.3 3
 
< 0.1%
99420.8 3
 
< 0.1%
99821.5257 16
0.2%
100272.0 6
 
0.1%
101043.9 8
0.1%
102351.9775 5
 
0.1%
102447.4 3
 
< 0.1%
ValueCountFrequency (%)
548147.4 3
 
< 0.1%
535415.1 4
 
< 0.1%
533944.0227 5
 
0.1%
531555.1625 6
 
0.1%
530943.875 18
0.2%
530583.1516 4
 
< 0.1%
528805.3 6
 
0.1%
526032.8 4
 
< 0.1%
525654.0 18
0.2%
525133.0 18
0.2%

시설코드.1
Text

Distinct984
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T13:42:58.716550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length8
Mean length8
Min length8

Characters and Unicode

Total characters80000
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9 ?
Unique (%)0.1%

Sample

1st row2021D002
2nd row5301D016
3rd row2501D007
4th row4102D003
5th row1101D025
ValueCountFrequency (%)
5302d006 34
 
0.3%
2020d001 27
 
0.3%
5302d004 26
 
0.3%
1007d007 26
 
0.3%
3014d006 26
 
0.3%
1101d002 26
 
0.3%
3014d003 26
 
0.3%
4009d003 26
 
0.3%
3012d003 25
 
0.2%
2020d003 25
 
0.2%
Other values (974) 9733
97.3%
2023-12-12T13:42:59.322233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 30686
38.4%
1 13144
16.4%
D 10000
 
12.5%
2 8888
 
11.1%
3 5914
 
7.4%
4 3610
 
4.5%
5 2859
 
3.6%
7 1447
 
1.8%
6 1359
 
1.7%
9 1062
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 70000
87.5%
Uppercase Letter 10000
 
12.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 30686
43.8%
1 13144
18.8%
2 8888
 
12.7%
3 5914
 
8.4%
4 3610
 
5.2%
5 2859
 
4.1%
7 1447
 
2.1%
6 1359
 
1.9%
9 1062
 
1.5%
8 1031
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
D 10000
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 70000
87.5%
Latin 10000
 
12.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 30686
43.8%
1 13144
18.8%
2 8888
 
12.7%
3 5914
 
8.4%
4 3610
 
5.2%
5 2859
 
4.1%
7 1447
 
2.1%
6 1359
 
1.9%
9 1062
 
1.5%
8 1031
 
1.5%
Latin
ValueCountFrequency (%)
D 10000
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 80000
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 30686
38.4%
1 13144
16.4%
D 10000
 
12.5%
2 8888
 
11.1%
3 5914
 
7.4%
4 3610
 
4.5%
5 2859
 
3.6%
7 1447
 
1.8%
6 1359
 
1.7%
9 1062
 
1.3%

측정년월
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size156.2 KiB

측정일구분
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
M
6220 
E
3780 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowM
2nd rowM
3rd rowE
4th rowM
5th rowE

Common Values

ValueCountFrequency (%)
M 6220
62.2%
E 3780
37.8%

Length

2023-12-12T13:42:59.522164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:42:59.677731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
m 6220
62.2%
e 3780
37.8%

PH값
Real number (ℝ)

SKEWED 

Distinct76
Distinct (%)0.8%
Missing9
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean-11.268982
Minimum-9999
Maximum82
Zeros1
Zeros (%)< 0.1%
Negative19
Negative (%)0.2%
Memory size166.0 KiB
2023-12-12T13:42:59.863411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile6.7
Q17.3
median7.7
Q38.1
95-th percentile9
Maximum82
Range10081
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation435.98893
Coefficient of variation (CV)-38.689292
Kurtosis521.09944
Mean-11.268982
Median Absolute Deviation (MAD)0.4
Skewness-22.869021
Sum-112588.4
Variance190086.35
MonotonicityNot monotonic
2023-12-12T13:43:00.138531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7.6 711
 
7.1%
7.5 702
 
7.0%
7.7 649
 
6.5%
7.8 647
 
6.5%
7.4 633
 
6.3%
7.9 558
 
5.6%
7.3 551
 
5.5%
8.0 515
 
5.1%
7.2 495
 
5.0%
8.1 434
 
4.3%
Other values (66) 4096
41.0%
ValueCountFrequency (%)
-9999.0 19
0.2%
0.0 1
 
< 0.1%
0.7 1
 
< 0.1%
4.3 1
 
< 0.1%
4.7 1
 
< 0.1%
4.9 1
 
< 0.1%
5.0 1
 
< 0.1%
5.4 1
 
< 0.1%
5.5 1
 
< 0.1%
5.7 3
 
< 0.1%
ValueCountFrequency (%)
82.0 1
 
< 0.1%
14.5 1
 
< 0.1%
13.6 1
 
< 0.1%
13.3 1
 
< 0.1%
12.4 1
 
< 0.1%
12.3 2
< 0.1%
12.1 1
 
< 0.1%
12.0 1
 
< 0.1%
11.9 3
< 0.1%
11.8 3
< 0.1%

DO값
Real number (ℝ)

SKEWED 

Distinct182
Distinct (%)1.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-9.2572915
Minimum-9999
Maximum215
Zeros1
Zeros (%)< 0.1%
Negative18
Negative (%)0.2%
Memory size166.0 KiB
2023-12-12T13:43:00.348583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile4.8
Q17.3
median8.7
Q310.2
95-th percentile12.4
Maximum215
Range10214
Interquartile range (IQR)2.9

Descriptive statistics

Standard deviation424.28637
Coefficient of variation (CV)-45.832668
Kurtosis550.66066
Mean-9.2572915
Median Absolute Deviation (MAD)1.4
Skewness-23.505723
Sum-92554.4
Variance180018.92
MonotonicityNot monotonic
2023-12-12T13:43:00.543554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.5 224
 
2.2%
8.9 216
 
2.2%
8.7 212
 
2.1%
8.4 209
 
2.1%
8.8 207
 
2.1%
8.6 207
 
2.1%
8.2 202
 
2.0%
9.0 201
 
2.0%
8.3 195
 
1.9%
9.5 192
 
1.9%
Other values (172) 7933
79.3%
ValueCountFrequency (%)
-9999.0 18
0.2%
0.0 1
 
< 0.1%
0.1 6
 
0.1%
0.2 6
 
0.1%
0.3 5
 
0.1%
0.4 9
0.1%
0.5 5
 
0.1%
0.6 4
 
< 0.1%
0.7 4
 
< 0.1%
0.8 4
 
< 0.1%
ValueCountFrequency (%)
215.0 1
< 0.1%
47.8 1
< 0.1%
25.2 1
< 0.1%
23.4 1
< 0.1%
22.4 1
< 0.1%
20.4 1
< 0.1%
19.0 1
< 0.1%
18.8 1
< 0.1%
18.3 1
< 0.1%
17.9 1
< 0.1%

BOD값
Real number (ℝ)

Distinct181
Distinct (%)1.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-4475.7809
Minimum-9999
Maximum1105.2
Zeros7
Zeros (%)0.1%
Negative4479
Negative (%)44.8%
Memory size166.0 KiB
2023-12-12T13:43:00.769933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median1.1
Q32.6
95-th percentile6.5
Maximum1105.2
Range11104.2
Interquartile range (IQR)10001.6

Descriptive statistics

Standard deviation4972.7795
Coefficient of variation (CV)-1.1110418
Kurtosis-1.9562759
Mean-4475.7809
Median Absolute Deviation (MAD)5.3
Skewness-0.20939683
Sum-44748857
Variance24728536
MonotonicityNot monotonic
2023-12-12T13:43:00.971850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 4464
44.6%
1.8 211
 
2.1%
1.5 195
 
1.9%
2.1 193
 
1.9%
2.0 175
 
1.8%
2.3 170
 
1.7%
1.6 166
 
1.7%
1.3 166
 
1.7%
1.7 166
 
1.7%
1.9 157
 
1.6%
Other values (171) 3935
39.4%
ValueCountFrequency (%)
-9999.0 4464
44.6%
-8888.0 15
 
0.1%
0.0 7
 
0.1%
0.1 4
 
< 0.1%
0.2 11
 
0.1%
0.3 10
 
0.1%
0.4 30
 
0.3%
0.5 20
 
0.2%
0.6 30
 
0.3%
0.7 40
 
0.4%
ValueCountFrequency (%)
1105.2 1
< 0.1%
404.0 1
< 0.1%
234.4 1
< 0.1%
143.3 1
< 0.1%
89.2 1
< 0.1%
65.0 1
< 0.1%
56.0 1
< 0.1%
45.2 1
< 0.1%
40.1 1
< 0.1%
39.4 1
< 0.1%

COD값
Real number (ℝ)

Distinct232
Distinct (%)2.3%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-23.255471
Minimum-9999
Maximum68
Zeros1
Zeros (%)< 0.1%
Negative31
Negative (%)0.3%
Memory size166.0 KiB
2023-12-12T13:43:01.183299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile2.4
Q13.7
median5.2
Q37.5
95-th percentile12.515
Maximum68
Range10067
Interquartile range (IQR)3.8

Descriptive statistics

Standard deviation527.30977
Coefficient of variation (CV)-22.674654
Kurtosis322.04685
Mean-23.255471
Median Absolute Deviation (MAD)1.8
Skewness-17.968812
Sum-232508.2
Variance278055.6
MonotonicityNot monotonic
2023-12-12T13:43:01.384273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3.6 268
 
2.7%
4.0 255
 
2.5%
3.8 252
 
2.5%
3.2 241
 
2.4%
4.4 240
 
2.4%
4.6 236
 
2.4%
5.0 227
 
2.3%
3.4 227
 
2.3%
4.8 222
 
2.2%
4.2 219
 
2.2%
Other values (222) 7611
76.1%
ValueCountFrequency (%)
-9999.0 16
0.2%
-8888.0 15
0.1%
0.0 1
 
< 0.1%
0.2 1
 
< 0.1%
0.4 3
 
< 0.1%
0.5 6
 
0.1%
0.6 4
 
< 0.1%
0.7 7
0.1%
0.8 10
0.1%
0.9 3
 
< 0.1%
ValueCountFrequency (%)
68.0 1
 
< 0.1%
60.8 1
 
< 0.1%
56.0 1
 
< 0.1%
51.0 1
 
< 0.1%
45.6 1
 
< 0.1%
36.0 1
 
< 0.1%
34.0 3
< 0.1%
32.0 1
 
< 0.1%
31.6 1
 
< 0.1%
31.2 2
< 0.1%

SS값
Real number (ℝ)

Distinct482
Distinct (%)4.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-132.9055
Minimum-9999
Maximum2569.7
Zeros90
Zeros (%)0.9%
Negative143
Negative (%)1.4%
Memory size166.0 KiB
2023-12-12T13:43:01.601966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile0.9
Q12.5
median4.8
Q39.3
95-th percentile23.215
Maximum2569.7
Range12568.7
Interquartile range (IQR)6.8

Descriptive statistics

Standard deviation1175.6401
Coefficient of variation (CV)-8.8456846
Kurtosis65.165519
Mean-132.9055
Median Absolute Deviation (MAD)2.8
Skewness-8.1856389
Sum-1328789.2
Variance1382129.8
MonotonicityNot monotonic
2023-12-12T13:43:01.826488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.0 232
 
2.3%
2.8 191
 
1.9%
2.4 190
 
1.9%
4.0 168
 
1.7%
3.0 166
 
1.7%
3.2 164
 
1.6%
1.6 161
 
1.6%
1.8 150
 
1.5%
2.2 147
 
1.5%
2.5 134
 
1.3%
Other values (472) 8295
83.0%
ValueCountFrequency (%)
-9999.0 128
1.3%
-8888.0 15
 
0.1%
0.0 90
0.9%
0.1 8
 
0.1%
0.2 11
 
0.1%
0.3 5
 
0.1%
0.4 41
 
0.4%
0.5 26
 
0.3%
0.6 27
 
0.3%
0.7 42
 
0.4%
ValueCountFrequency (%)
2569.7 1
< 0.1%
1150.4 1
< 0.1%
989.8 1
< 0.1%
546.0 1
< 0.1%
513.2 1
< 0.1%
347.6 1
< 0.1%
258.1 1
< 0.1%
219.2 1
< 0.1%
214.0 1
< 0.1%
198.8 1
< 0.1%

총질소
Real number (ℝ)

Distinct2776
Distinct (%)27.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-140.0634
Minimum-9999
Maximum24.462
Zeros7
Zeros (%)0.1%
Negative143
Negative (%)1.4%
Memory size166.0 KiB
2023-12-12T13:43:02.057085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile0.28
Q10.718
median1.081
Q31.59
95-th percentile2.85
Maximum24.462
Range10023.462
Interquartile range (IQR)0.872

Descriptive statistics

Standard deviation1174.3259
Coefficient of variation (CV)-8.3842451
Kurtosis65.267933
Mean-140.0634
Median Absolute Deviation (MAD)0.419
Skewness-8.1966071
Sum-1400353.9
Variance1379041.3
MonotonicityNot monotonic
2023-12-12T13:43:02.277644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 128
 
1.3%
0.56 33
 
0.3%
0.672 30
 
0.3%
0.728 27
 
0.3%
0.616 24
 
0.2%
0.504 23
 
0.2%
0.896 22
 
0.2%
0.448 21
 
0.2%
0.784 21
 
0.2%
0.28 21
 
0.2%
Other values (2766) 9648
96.5%
ValueCountFrequency (%)
-9999.0 128
1.3%
-8888.0 15
 
0.1%
0.0 7
 
0.1%
0.005 1
 
< 0.1%
0.006 1
 
< 0.1%
0.008 1
 
< 0.1%
0.009 1
 
< 0.1%
0.01 3
 
< 0.1%
0.011 1
 
< 0.1%
0.012 2
 
< 0.1%
ValueCountFrequency (%)
24.462 1
< 0.1%
15.144 1
< 0.1%
12.99 1
< 0.1%
11.848 1
< 0.1%
11.194 1
< 0.1%
10.678 1
< 0.1%
10.362 1
< 0.1%
10.295 1
< 0.1%
10.019 1
< 0.1%
10.005 1
< 0.1%

총인
Real number (ℝ)

Distinct478
Distinct (%)4.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-142.04669
Minimum-9999
Maximum78.9
Zeros28
Zeros (%)0.3%
Negative144
Negative (%)1.4%
Memory size166.0 KiB
2023-12-12T13:43:02.492630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile0.005
Q10.013
median0.024
Q30.05
95-th percentile0.168
Maximum78.9
Range10077.9
Interquartile range (IQR)0.037

Descriptive statistics

Standard deviation1178.3402
Coefficient of variation (CV)-8.2954427
Kurtosis64.777848
Mean-142.04669
Median Absolute Deviation (MAD)0.014
Skewness-8.1667057
Sum-1420182.8
Variance1388485.6
MonotonicityNot monotonic
2023-12-12T13:43:02.719791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.01 436
 
4.4%
0.012 311
 
3.1%
0.02 298
 
3.0%
0.013 293
 
2.9%
0.011 277
 
2.8%
0.014 273
 
2.7%
0.009 260
 
2.6%
0.015 251
 
2.5%
0.016 240
 
2.4%
0.017 239
 
2.4%
Other values (468) 7120
71.2%
ValueCountFrequency (%)
-9999.0 129
1.3%
-8888.0 15
 
0.1%
0.0 28
 
0.3%
0.001 81
0.8%
0.002 48
 
0.5%
0.003 50
 
0.5%
0.004 73
 
0.7%
0.005 99
1.0%
0.006 119
1.2%
0.007 202
2.0%
ValueCountFrequency (%)
78.9 1
< 0.1%
41.3 1
< 0.1%
30.0 1
< 0.1%
29.7 1
< 0.1%
29.6 1
< 0.1%
28.8 1
< 0.1%
28.4 1
< 0.1%
28.2 1
< 0.1%
28.0 1
< 0.1%
27.3 1
< 0.1%

수온
Real number (ℝ)

MISSING  SKEWED 

Distinct329
Distinct (%)3.4%
Missing318
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean2.9776802
Minimum-9999
Maximum10694.7
Zeros1
Zeros (%)< 0.1%
Negative14
Negative (%)0.1%
Memory size166.0 KiB
2023-12-12T13:43:02.946774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile6.9
Q112.4
median16.5
Q320
95-th percentile26
Maximum10694.7
Range20693.7
Interquartile range (IQR)7.6

Descriptive statistics

Standard deviation395.8482
Coefficient of variation (CV)132.93845
Kurtosis641.80839
Mean2.9776802
Median Absolute Deviation (MAD)3.8
Skewness-21.297084
Sum28829.9
Variance156695.8
MonotonicityNot monotonic
2023-12-12T13:43:03.142260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17.0 131
 
1.3%
18.0 122
 
1.2%
16.0 120
 
1.2%
15.0 119
 
1.2%
19.0 110
 
1.1%
14.0 91
 
0.9%
17.5 88
 
0.9%
20.0 86
 
0.9%
21.0 86
 
0.9%
16.5 85
 
0.9%
Other values (319) 8644
86.4%
(Missing) 318
 
3.2%
ValueCountFrequency (%)
-9999.0 14
0.1%
0.0 1
 
< 0.1%
0.1 1
 
< 0.1%
0.2 1
 
< 0.1%
0.3 1
 
< 0.1%
0.4 1
 
< 0.1%
0.5 1
 
< 0.1%
0.8 1
 
< 0.1%
1.0 1
 
< 0.1%
1.1 2
 
< 0.1%
ValueCountFrequency (%)
10694.7 1
< 0.1%
220.4 1
< 0.1%
115.2 1
< 0.1%
106.2 1
< 0.1%
55.5 1
< 0.1%
36.8 1
< 0.1%
35.2 1
< 0.1%
34.2 1
< 0.1%
34.0 2
< 0.1%
32.6 1
< 0.1%

전기전자
Real number (ℝ)

MISSING 

Distinct679
Distinct (%)7.0%
Missing318
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean-229.80851
Minimum-9999
Maximum8369
Zeros20
Zeros (%)0.2%
Negative364
Negative (%)3.6%
Memory size166.0 KiB
2023-12-12T13:43:03.691098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile1
Q160
median98
Q3156
95-th percentile330.95
Maximum8369
Range18368
Interquartile range (IQR)96

Descriptive statistics

Standard deviation1953.5612
Coefficient of variation (CV)-8.5008217
Kurtosis20.695556
Mean-229.80851
Median Absolute Deviation (MAD)44
Skewness-4.6369128
Sum-2225006
Variance3816401.3
MonotonicityNot monotonic
2023-12-12T13:43:03.885161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999 364
 
3.6%
1 209
 
2.1%
2 110
 
1.1%
60 80
 
0.8%
58 79
 
0.8%
67 77
 
0.8%
70 77
 
0.8%
82 75
 
0.8%
66 74
 
0.7%
65 74
 
0.7%
Other values (669) 8463
84.6%
(Missing) 318
 
3.2%
ValueCountFrequency (%)
-9999 364
3.6%
0 20
 
0.2%
1 209
2.1%
2 110
 
1.1%
3 28
 
0.3%
4 15
 
0.1%
5 6
 
0.1%
6 25
 
0.2%
7 56
 
0.6%
8 41
 
0.4%
ValueCountFrequency (%)
8369 1
< 0.1%
7536 1
< 0.1%
6519 1
< 0.1%
6280 1
< 0.1%
6164 1
< 0.1%
5930 1
< 0.1%
5247 1
< 0.1%
5166 1
< 0.1%
4750 1
< 0.1%
4610 1
< 0.1%

CL값
Real number (ℝ)

MISSING  ZEROS 

Distinct659
Distinct (%)6.8%
Missing318
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean-3239.2782
Minimum-9999
Maximum2580.8
Zeros102
Zeros (%)1.0%
Negative3152
Negative (%)31.5%
Memory size166.0 KiB
2023-12-12T13:43:04.091664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median4.7
Q39.4
95-th percentile30.395
Maximum2580.8
Range12579.8
Interquartile range (IQR)10008.4

Descriptive statistics

Standard deviation4690.1869
Coefficient of variation (CV)-1.4479111
Kurtosis-1.4441952
Mean-3239.2782
Median Absolute Deviation (MAD)7.5
Skewness-0.744481
Sum-31362692
Variance21997854
MonotonicityNot monotonic
2023-12-12T13:43:04.293966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 3122
31.2%
5.0 132
 
1.3%
5.7 117
 
1.2%
5.3 115
 
1.1%
4.6 110
 
1.1%
6.4 107
 
1.1%
2.8 106
 
1.1%
6.0 103
 
1.0%
4.3 103
 
1.0%
0.0 102
 
1.0%
Other values (649) 5565
55.6%
(Missing) 318
 
3.2%
ValueCountFrequency (%)
-9999.0 3122
31.2%
-8888.0 30
 
0.3%
0.0 102
 
1.0%
0.1 10
 
0.1%
0.2 1
 
< 0.1%
0.3 18
 
0.2%
0.4 38
 
0.4%
0.5 9
 
0.1%
0.6 7
 
0.1%
0.7 18
 
0.2%
ValueCountFrequency (%)
2580.8 1
< 0.1%
2316.5 1
< 0.1%
1824.3 1
< 0.1%
1767.8 1
< 0.1%
1506.6 1
< 0.1%
1311.7 1
< 0.1%
1307.8 1
< 0.1%
1265.0 1
< 0.1%
1111.3 1
< 0.1%
1084.8 1
< 0.1%

CD값
Real number (ℝ)

MISSING  ZEROS 

Distinct252
Distinct (%)2.7%
Missing585
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean-6534.2358
Minimum-9999
Maximum143.93
Zeros1220
Zeros (%)12.2%
Negative6563
Negative (%)65.6%
Memory size166.0 KiB
2023-12-12T13:43:04.487975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-8888
Q30
95-th percentile0.05
Maximum143.93
Range10142.93
Interquartile range (IQR)9999

Descriptive statistics

Standard deviation4332.5836
Coefficient of variation (CV)-0.66305896
Kurtosis-1.2730009
Mean-6534.2358
Median Absolute Deviation (MAD)1111
Skewness0.82087144
Sum-61519830
Variance18771280
MonotonicityNot monotonic
2023-12-12T13:43:04.688297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-8888.0 3692
36.9%
-9999.0 2871
28.7%
0.0 1220
 
12.2%
0.001 410
 
4.1%
0.01 157
 
1.6%
0.02 111
 
1.1%
0.03 84
 
0.8%
0.04 74
 
0.7%
0.06 38
 
0.4%
0.05 37
 
0.4%
Other values (242) 721
 
7.2%
(Missing) 585
 
5.9%
ValueCountFrequency (%)
-9999.0 2871
28.7%
-8888.0 3692
36.9%
0.0 1220
 
12.2%
0.001 410
 
4.1%
0.002 20
 
0.2%
0.003 17
 
0.2%
0.004 19
 
0.2%
0.005 10
 
0.1%
0.006 9
 
0.1%
0.007 15
 
0.1%
ValueCountFrequency (%)
143.93 1
< 0.1%
85.17 1
< 0.1%
84.3 1
< 0.1%
79.86 1
< 0.1%
68.64 1
< 0.1%
65.0 1
< 0.1%
64.4 1
< 0.1%
59.24 1
< 0.1%
57.2 1
< 0.1%
41.26 1
< 0.1%

PB값
Real number (ℝ)

MISSING  ZEROS 

Distinct132
Distinct (%)1.4%
Missing585
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean-7618.6243
Minimum-9999
Maximum783
Zeros1533
Zeros (%)15.3%
Negative7571
Negative (%)75.7%
Memory size166.0 KiB
2023-12-12T13:43:04.884763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-8888
Q3-8888
95-th percentile0
Maximum783
Range10782
Interquartile range (IQR)1111

Descriptive statistics

Standard deviation3796.8072
Coefficient of variation (CV)-0.49835863
Kurtosis0.26114998
Mean-7618.6243
Median Absolute Deviation (MAD)1111
Skewness1.4689383
Sum-71729348
Variance14415745
MonotonicityNot monotonic
2023-12-12T13:43:05.087501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 4008
40.1%
-8888.0 3563
35.6%
0.0 1533
 
15.3%
0.01 148
 
1.5%
0.02 11
 
0.1%
0.05 5
 
0.1%
0.03 5
 
0.1%
165.0 3
 
< 0.1%
91.0 3
 
< 0.1%
105.0 3
 
< 0.1%
Other values (122) 133
 
1.3%
(Missing) 585
 
5.9%
ValueCountFrequency (%)
-9999.0 4008
40.1%
-8888.0 3563
35.6%
0.0 1533
 
15.3%
0.0005 1
 
< 0.1%
0.00057 1
 
< 0.1%
0.00058 2
 
< 0.1%
0.00069 1
 
< 0.1%
0.00077 1
 
< 0.1%
0.0012 1
 
< 0.1%
0.00156 1
 
< 0.1%
ValueCountFrequency (%)
783.0 1
< 0.1%
702.0 1
< 0.1%
600.0 1
< 0.1%
596.0 1
< 0.1%
497.0 1
< 0.1%
460.0 1
< 0.1%
384.0 1
< 0.1%
359.0 1
< 0.1%
330.0 1
< 0.1%
300.0 1
< 0.1%

클로로필a
Real number (ℝ)

MISSING 

Distinct954
Distinct (%)9.9%
Missing318
Missing (%)3.2%
Infinite0
Infinite (%)0.0%
Mean-183.22475
Minimum-9999
Maximum600.5
Zeros90
Zeros (%)0.9%
Negative199
Negative (%)2.0%
Memory size166.0 KiB
2023-12-12T13:43:05.281573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile1.3
Q14.8
median9.3
Q319.5
95-th percentile62.195
Maximum600.5
Range10599.5
Interquartile range (IQR)14.7

Descriptive statistics

Standard deviation1389.8042
Coefficient of variation (CV)-7.5852426
Kurtosis44.057021
Mean-183.22475
Median Absolute Deviation (MAD)5.6
Skewness-6.7775678
Sum-1773982
Variance1931555.6
MonotonicityNot monotonic
2023-12-12T13:43:05.468101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 157
 
1.6%
0.0 90
 
0.9%
6.2 78
 
0.8%
5.1 76
 
0.8%
3.4 76
 
0.8%
4.7 74
 
0.7%
5.4 74
 
0.7%
4.1 74
 
0.7%
5.0 73
 
0.7%
4.9 73
 
0.7%
Other values (944) 8837
88.4%
(Missing) 318
 
3.2%
ValueCountFrequency (%)
-9999.0 157
1.6%
-8888.0 42
 
0.4%
0.0 90
0.9%
0.1 7
 
0.1%
0.2 4
 
< 0.1%
0.3 13
 
0.1%
0.4 14
 
0.1%
0.5 6
 
0.1%
0.6 18
 
0.2%
0.7 9
 
0.1%
ValueCountFrequency (%)
600.5 1
< 0.1%
562.2 1
< 0.1%
467.0 1
< 0.1%
375.7 1
< 0.1%
312.3 1
< 0.1%
296.4 1
< 0.1%
293.9 1
< 0.1%
293.4 1
< 0.1%
286.5 1
< 0.1%
264.2 1
< 0.1%

CU값
Real number (ℝ)

MISSING  ZEROS 

Distinct284
Distinct (%)3.0%
Missing585
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean-6445.7216
Minimum-9999
Maximum145.3
Zeros892
Zeros (%)8.9%
Negative6331
Negative (%)63.3%
Memory size166.0 KiB
2023-12-12T13:43:05.647352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-8888
Q30
95-th percentile0.007158
Maximum145.3
Range10144.3
Interquartile range (IQR)9999

Descriptive statistics

Standard deviation4520.9231
Coefficient of variation (CV)-0.70138356
Kurtosis-1.463259
Mean-6445.7216
Median Absolute Deviation (MAD)1111
Skewness0.70534613
Sum-60686469
Variance20438746
MonotonicityNot monotonic
2023-12-12T13:43:05.858779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 3977
39.8%
-8888.0 2354
23.5%
0.0 892
 
8.9%
0.001 520
 
5.2%
0.002 378
 
3.8%
0.003 238
 
2.4%
0.004 149
 
1.5%
0.005 94
 
0.9%
0.006 82
 
0.8%
0.008 58
 
0.6%
Other values (274) 673
 
6.7%
(Missing) 585
 
5.9%
ValueCountFrequency (%)
-9999.0 3977
39.8%
-8888.0 2354
23.5%
0.0 892
 
8.9%
0.0005 5
 
0.1%
0.0006 2
 
< 0.1%
0.0007 1
 
< 0.1%
0.00075 1
 
< 0.1%
0.0008 2
 
< 0.1%
0.001 520
 
5.2%
0.0011 2
 
< 0.1%
ValueCountFrequency (%)
145.3 1
< 0.1%
125.1 1
< 0.1%
100.0 1
< 0.1%
93.9 1
< 0.1%
92.2 1
< 0.1%
85.1 1
< 0.1%
80.1 1
< 0.1%
71.6 1
< 0.1%
57.4 1
< 0.1%
53.1 1
< 0.1%

칼륨
Real number (ℝ)

MISSING 

Distinct255
Distinct (%)2.8%
Missing1027
Missing (%)10.3%
Infinite0
Infinite (%)0.0%
Mean-8747.6341
Minimum-9999
Maximum98
Zeros0
Zeros (%)0.0%
Negative7902
Negative (%)79.0%
Memory size166.0 KiB
2023-12-12T13:43:06.089967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-9999
Q3-9999
95-th percentile0.07
Maximum98
Range10097
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3230.2572
Coefficient of variation (CV)-0.3692721
Kurtosis3.4437101
Mean-8747.6341
Median Absolute Deviation (MAD)0
Skewness2.3235164
Sum-78492521
Variance10434562
MonotonicityNot monotonic
2023-12-12T13:43:06.285563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 7435
74.4%
-8888.0 467
 
4.7%
0.06 39
 
0.4%
0.04 33
 
0.3%
0.02 29
 
0.3%
0.03 27
 
0.3%
0.05 26
 
0.3%
0.08 22
 
0.2%
0.07 21
 
0.2%
0.01 19
 
0.2%
Other values (245) 855
 
8.6%
(Missing) 1027
 
10.3%
ValueCountFrequency (%)
-9999.0 7435
74.4%
-8888.0 467
 
4.7%
0.005 3
 
< 0.1%
0.006 1
 
< 0.1%
0.007 1
 
< 0.1%
0.008 1
 
< 0.1%
0.009 3
 
< 0.1%
0.01 19
 
0.2%
0.011 8
 
0.1%
0.012 9
 
0.1%
ValueCountFrequency (%)
98.0 1
< 0.1%
74.0 1
< 0.1%
64.0 1
< 0.1%
63.0 1
< 0.1%
62.0 2
< 0.1%
60.0 1
< 0.1%
56.0 1
< 0.1%
53.0 1
< 0.1%
50.0 1
< 0.1%
2.5 1
< 0.1%

나트륨
Real number (ℝ)

MISSING 

Distinct477
Distinct (%)5.3%
Missing1029
Missing (%)10.3%
Infinite0
Infinite (%)0.0%
Mean-8748.6152
Minimum-9999
Maximum37.06
Zeros0
Zeros (%)0.0%
Negative7901
Negative (%)79.0%
Memory size166.0 KiB
2023-12-12T13:43:06.470953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-9999
Q3-9999
95-th percentile0.282
Maximum37.06
Range10036.06
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3229.2369
Coefficient of variation (CV)-0.36911407
Kurtosis3.4495651
Mean-8748.6152
Median Absolute Deviation (MAD)0
Skewness2.3247821
Sum-78483827
Variance10427971
MonotonicityNot monotonic
2023-12-12T13:43:06.700124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 7435
74.4%
-8888.0 466
 
4.7%
0.28 18
 
0.2%
0.22 14
 
0.1%
0.15 13
 
0.1%
0.23 12
 
0.1%
0.26 11
 
0.1%
0.25 11
 
0.1%
0.2 11
 
0.1%
0.16 10
 
0.1%
Other values (467) 970
 
9.7%
(Missing) 1029
 
10.3%
ValueCountFrequency (%)
-9999.0 7435
74.4%
-8888.0 466
 
4.7%
0.03 1
 
< 0.1%
0.05 2
 
< 0.1%
0.056 1
 
< 0.1%
0.058 2
 
< 0.1%
0.06 5
 
0.1%
0.065 1
 
< 0.1%
0.066 6
 
0.1%
0.07 1
 
< 0.1%
ValueCountFrequency (%)
37.06 1
< 0.1%
22.23 1
< 0.1%
20.35 1
< 0.1%
7.929 1
< 0.1%
6.817 1
< 0.1%
6.79 1
< 0.1%
6.77 1
< 0.1%
6.46 1
< 0.1%
6.431 1
< 0.1%
5.363 1
< 0.1%

칼슘
Real number (ℝ)

MISSING 

Distinct559
Distinct (%)6.2%
Missing1029
Missing (%)10.3%
Infinite0
Infinite (%)0.0%
Mean-8749.7298
Minimum-9999
Maximum3.77
Zeros0
Zeros (%)0.0%
Negative7902
Negative (%)79.0%
Memory size166.0 KiB
2023-12-12T13:43:06.880093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-9999
Q3-9999
95-th percentile0.472
Maximum3.77
Range10002.77
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3227.9422
Coefficient of variation (CV)-0.36891907
Kurtosis3.4571159
Mean-8749.7298
Median Absolute Deviation (MAD)0
Skewness2.32639
Sum-78493826
Variance10419611
MonotonicityNot monotonic
2023-12-12T13:43:07.073022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 7436
74.4%
-8888.0 466
 
4.7%
0.34 14
 
0.1%
0.18 11
 
0.1%
0.16 11
 
0.1%
0.2 11
 
0.1%
0.3 9
 
0.1%
0.25 9
 
0.1%
0.26 9
 
0.1%
0.32 9
 
0.1%
Other values (549) 986
 
9.9%
(Missing) 1029
 
10.3%
ValueCountFrequency (%)
-9999.0 7436
74.4%
-8888.0 466
 
4.7%
0.054 1
 
< 0.1%
0.06 1
 
< 0.1%
0.066 1
 
< 0.1%
0.07 1
 
< 0.1%
0.076 1
 
< 0.1%
0.08 3
 
< 0.1%
0.081 1
 
< 0.1%
0.082 1
 
< 0.1%
ValueCountFrequency (%)
3.77 1
< 0.1%
3.66 1
< 0.1%
3.09 1
< 0.1%
2.673 1
< 0.1%
2.48 1
< 0.1%
2.352 1
< 0.1%
2.255 1
< 0.1%
2.153 1
< 0.1%
2.034 1
< 0.1%
1.928 1
< 0.1%

마그네슘
Real number (ℝ)

MISSING 

Distinct417
Distinct (%)4.6%
Missing1029
Missing (%)10.3%
Infinite0
Infinite (%)0.0%
Mean-8749.7614
Minimum-9999
Maximum8.78
Zeros0
Zeros (%)0.0%
Negative7902
Negative (%)79.0%
Memory size166.0 KiB
2023-12-12T13:43:07.261996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-9999
5-th percentile-9999
Q1-9999
median-9999
Q3-9999
95-th percentile0.2005
Maximum8.78
Range10007.78
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3227.8565
Coefficient of variation (CV)-0.36890795
Kurtosis3.457112
Mean-8749.7614
Median Absolute Deviation (MAD)0
Skewness2.3263887
Sum-78494109
Variance10419058
MonotonicityNot monotonic
2023-12-12T13:43:07.482799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-9999.0 7436
74.4%
-8888.0 466
 
4.7%
0.16 22
 
0.2%
0.12 19
 
0.2%
0.14 19
 
0.2%
0.2 18
 
0.2%
0.08 17
 
0.2%
0.1 14
 
0.1%
0.18 13
 
0.1%
0.06 12
 
0.1%
Other values (407) 935
 
9.3%
(Missing) 1029
 
10.3%
ValueCountFrequency (%)
-9999.0 7436
74.4%
-8888.0 466
 
4.7%
0.006 1
 
< 0.1%
0.007 1
 
< 0.1%
0.01 1
 
< 0.1%
0.012 1
 
< 0.1%
0.013 1
 
< 0.1%
0.014 1
 
< 0.1%
0.024 2
 
< 0.1%
0.026 1
 
< 0.1%
ValueCountFrequency (%)
8.78 1
< 0.1%
2.4 1
< 0.1%
1.876 1
< 0.1%
1.645 1
< 0.1%
1.625 1
< 0.1%
1.495 1
< 0.1%
1.479 1
< 0.1%
1.308 1
< 0.1%
1.294 1
< 0.1%
1.264 1
< 0.1%

시설코드.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정년월.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정일구분.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PH값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

DO값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

BOD값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COD값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

SS값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총질소.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총인.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NH3-N값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NO3-N값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

수온.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

페놀류
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

전기전자.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

분원성대장균군수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총대장균군수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CD값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CN값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PB값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR6값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ASO값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

HG값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ABS값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCB값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

유기인
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TCE값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCE값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PO4P값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

클로로필a.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

시설코드.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정년월.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정일구분.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PH값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

DO값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

BOD값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COD값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

SS값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총질소.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총인.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NH3-N값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NO3-N값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

수온.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

페놀류.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

전기전자.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

분원성대장균군수.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총대장균군수.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CD값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CN값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PB값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR6값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ASO값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

HG값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ABS값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCB값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

유기인.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TCE값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCE값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PO4P값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

클로로필a.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

투명도
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

시설코드.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정년월.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정일구분.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PH값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COD값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NO3-N값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

전기전자.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CL값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COL값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CD값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CN값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PB값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR6값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ASO값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

HG값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ABS값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCB값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

유기인.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TCE값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCE값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

페놀
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

시설코드.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정년월.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정일구분.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PH값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

DO값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

BOD값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COD값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

SS값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총질소.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총인.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

수온.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

전기전자.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COL값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CD값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CN값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PB값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR6값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ASO값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

HG값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ABS값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCB값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

유기인.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TCE값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCE값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CU값.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ZN값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

F값
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

페놀.1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

N-헥산
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

용해성망간
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

용해성철
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

시설코드.6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정년월.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

측정일구분.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PH값.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

DO값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

BOD값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

COD값.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

SS값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총질소.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총인.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NH3-N값.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

NO3-N값.3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

수온.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

페놀류.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

전기전자.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

분원성대장균군수.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

총대장균군수.2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CD값.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CN값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PB값.5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

CR6값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ASO값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

HG값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

ABS값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCB값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

유기인.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

TCE값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

PCE값.4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing10000
Missing (%)100.0%
Memory size166.0 KiB

Sample

시설코드명칭환경부코드표준유역코드행정구역코드채수지점목표수질조사기관A:하천수, B:호소수, D:농업용수, E:공단배수, F:도시관류, G:지하수자료구축 시작년도폐쇄년도TM 좌표 XTM 좌표 Y시설코드.1측정년월측정일구분PH값DO값BOD값COD값SS값총질소총인수온전기전자CL값CD값PB값클로로필aCU값칼륨나트륨칼슘마그네슘시설코드.2측정년월.1측정일구분.1PH값.1DO값.1BOD값.1COD값.1SS값.1총질소.1총인.1NH3-N값NO3-N값수온.1페놀류전기전자.1분원성대장균군수총대장균군수CD값.1CN값PB값.1CR6값ASO값HG값ABS값PCB값유기인TCE값PCE값PO4P값클로로필a.1시설코드.3측정년월.2측정일구분.2PH값.2DO값.2BOD값.2COD값.2SS값.2총질소.2총인.2NH3-N값.1NO3-N값.1수온.2페놀류.1전기전자.2분원성대장균군수.1총대장균군수.1CD값.2CN값.1PB값.2CR6값.1ASO값.1HG값.1ABS값.1PCB값.1유기인.1TCE값.1PCE값.1PO4P값.1클로로필a.2투명도시설코드.4측정년월.3측정일구분.3PH값.3COD값.3NO3-N값.2전기전자.3CL값.1COL값CD값.3CN값.2PB값.3CR6값.2ASO값.2HG값.2ABS값.2PCB값.2유기인.2TCE값.2PCE값.2페놀시설코드.5측정년월.4측정일구분.4PH값.4DO값.3BOD값.3COD값.4SS값.3총질소.3총인.3수온.3전기전자.4COL값.1CD값.4CN값.3PB값.4CR6값.3ASO값.3HG값.3ABS값.3PCB값.3유기인.3TCE값.3PCE값.3CU값.1ZN값CR값F값페놀.1N-헥산용해성망간용해성철시설코드.6측정년월.5측정일구분.5PH값.5DO값.4BOD값.4COD값.5SS값.4총질소.4총인.4NH3-N값.2NO3-N값.3수온.4페놀류.2전기전자.5분원성대장균군수.2총대장균군수.2CD값.5CN값.4PB값.5CR6값.4ASO값.4HG값.4ABS값.4PCB값.4유기인.4TCE값.4PCE값.4
139302021D002가인(봉의)저수지2021D602021064827034000경상남도 밀양시 산내면 가인리<NA>한국농어촌공사농업용수2001<NA>371118.2813236359.65632021D002200410M7.511.9-9999.02.5-9999.0-9999.0-9999.016.723-9999.0-9999.0-9999.0-9999.0-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
236135301D016둔바말저수지5301D605301014580036000전라북도 부안군 변산면 도청리<NA>한국농어촌공사농업용수2011<NA>153623.8365235157.64915301D016202011M7.613.4-9999.05.25.01.0210.00513.46910.9-9999.0-9999.04.8-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
19322501D007하이저수지2501D302501084882033000경상남도 고성군 하이면 와룡리<NA>한국농어촌공사농업용수1999<NA>303809.9869161658.28112501D0072016E7.711.5-9999.04.56.10.9480.01717.3-9999-9999.0-9999.0-9999.016.6-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
240714102D003백운저수지4102D304102014689033000전라남도 완도군 고금면 농상리<NA>한국농어촌공사농업용수2015<NA>180021.8100272.04102D003202103M9.411.7-9999.08.46.70.5060.03314.687-9999.0-9999.0-9999.035.2-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3231101D025업성저수지1101D541101064413357000충청남도 천안시 업성동<NA>한국농어촌공사농업용수2011<NA>211825.7743372492.87061101D0252014E7.78.56.917.929.84.1070.24919.8264-9999.0-8888.0-8888.088.4-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
88911022D009원당저수지1022D801022114163032000경기도 양주시 남면 황방리<NA>한국농어촌공사농업용수2001<NA>197650.1094490500.751022D009200610M6.69.53.07.62.42.2260.03422.51168.2<NA><NA>39.6<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
47493203D007종천저수지3203D653203074477038000충청남도 서천군 판교면 상좌리<NA>한국농어촌공사농업용수1999<NA>168568.0853293261.23853203D0072007E7.78.02.64.93.31.1620.03221.188.30.0010.016.80.001<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
250382018D003주촌저수지2018D052018044519025000전라북도 남원시 운봉읍 주촌리<NA>한국농어촌공사농업용수2001<NA>246734.1875210584.20312018D003202103M8.012.1-9999.03.03.22.3040.01110.862-9999.0-9999.0-9999.07.8-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
207863302D008대화저수지3302D153302064521042000전라북도 김제시 금구면 대화리<NA>한국농어촌공사농업용수1999<NA>202601.0781254955.1253302D008202004M7.610.2-9999.05.61.51.2020.01912.516518.3-8888.0-8888.05.70.00332-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
179015101D004장산저수지5101D555101044681031000전라남도 강진군 군동면 장산리<NA>한국농어촌공사농업용수2011<NA>187183.817126302.92835101D0042017E7.16.7-9999.03.617.60.9730.01918.4717.4-8888.00.006627.6-8888.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
시설코드명칭환경부코드표준유역코드행정구역코드채수지점목표수질조사기관A:하천수, B:호소수, D:농업용수, E:공단배수, F:도시관류, G:지하수자료구축 시작년도폐쇄년도TM 좌표 XTM 좌표 Y시설코드.1측정년월측정일구분PH값DO값BOD값COD값SS값총질소총인수온전기전자CL값CD값PB값클로로필aCU값칼륨나트륨칼슘마그네슘시설코드.2측정년월.1측정일구분.1PH값.1DO값.1BOD값.1COD값.1SS값.1총질소.1총인.1NH3-N값NO3-N값수온.1페놀류전기전자.1분원성대장균군수총대장균군수CD값.1CN값PB값.1CR6값ASO값HG값ABS값PCB값유기인TCE값PCE값PO4P값클로로필a.1시설코드.3측정년월.2측정일구분.2PH값.2DO값.2BOD값.2COD값.2SS값.2총질소.2총인.2NH3-N값.1NO3-N값.1수온.2페놀류.1전기전자.2분원성대장균군수.1총대장균군수.1CD값.2CN값.1PB값.2CR6값.1ASO값.1HG값.1ABS값.1PCB값.1유기인.1TCE값.1PCE값.1PO4P값.1클로로필a.2투명도시설코드.4측정년월.3측정일구분.3PH값.3COD값.3NO3-N값.2전기전자.3CL값.1COL값CD값.3CN값.2PB값.3CR6값.2ASO값.2HG값.2ABS값.2PCB값.2유기인.2TCE값.2PCE값.2페놀시설코드.5측정년월.4측정일구분.4PH값.4DO값.3BOD값.3COD값.4SS값.3총질소.3총인.3수온.3전기전자.4COL값.1CD값.4CN값.3PB값.4CR6값.3ASO값.3HG값.3ABS값.3PCB값.3유기인.3TCE값.3PCE값.3CU값.1ZN값CR값F값페놀.1N-헥산용해성망간용해성철시설코드.6측정년월.5측정일구분.5PH값.5DO값.4BOD값.4COD값.5SS값.4총질소.4총인.4NH3-N값.2NO3-N값.3수온.4페놀류.2전기전자.5분원성대장균군수.2총대장균군수.2CD값.5CN값.4PB값.5CR6값.4ASO값.4HG값.4ABS값.4PCB값.4유기인.4TCE값.4PCE값.4
226011007D002용풍저수지1007D451007054150025000경기도 이천시 장호원읍 송산리<NA>한국농어촌공사농업용수1993<NA>252768.5171402843.31521007D0022019년E9.48.9-9999.010.621.74.3740.0999.826925.2-9999.0-9999.066.2-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
78281014D005상오안저수지1014D801014084272025000강원도 홍천군 홍천읍 상오안리<NA>한국농어촌공사농업용수2004<NA>272013.4375460205.81251014D005200604M8.08.61.22.20.81.1590.0019.8462.10.00.05.50.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
230772501D007하이저수지2501D302501084882033000경상남도 고성군 하이면 와룡리<NA>한국농어촌공사농업용수1999<NA>303809.9869161658.28112501D007202006M9.212.0-9999.05.411.31.0640.01318.7796.6-8888.0-8888.042.2-8888.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
108095007D003율치저수지5007D505007014683038000전라남도 영암군 학산면 상월리<NA>한국농어촌공사농업용수1999<NA>166939.8127134064.44325007D003200011M6.98.81.12.57.81.360.01317.1695.00.00.01.60.0030.130.3790.2410.114<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
153522010D003오봉저수지2010D202010084715032000경상북도 김천시 남면 오봉리<NA>농업기반공사(구미지부)농업용수<NA><NA>311529.8892291960.92232010D0032017E7.17.5-9999.06.34.81.0560.0211.413710.1-8888.0-8888.06.6-8888.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
228241022D013금연저수지1022D301022034278025900강원도 철원군 동송읍 오지리<NA>한국농어촌공사농업용수2011<NA>220228.1656519133.00251022D013202009M7.36.7-9999.04.64.80.6580.0223.7623.2-9999.0-9999.016.3-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
133012008D001조성저수지2008D602008094773040000경상북도 의성군 구천면 조성리<NA>한국농어촌공사농업용수1996<NA>327594.4558315439.66872008D001200409M8.29.73.58.99.50.760.00523.5580.70.005-9999.028.1-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
128701007D010금석저수지1007D151007044377025300충청북도 음성군 금왕읍 금석리<NA>한국농어촌공사농업용수2001<NA>254283.1719388109.65631007D010200304M7.710.71.83.03.81.0460.02810.21004.60.028-9999.04.70.002-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
227814101D042화죽저수지4101D144101064678039000전라남도 보성군 회천면 화죽리<NA>한국농어촌공사농업용수2015<NA>209668.1135756.54101D042202003M7.412.2-9999.03.22.00.7870.0111.6944.9-9999.0-9999.08.2-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
40723302D003금평저수지3302D053302064521045000전라북도 김제시 금산면 쌍용리<NA>한국농어촌공사농업용수1995<NA>201482.2986246900.35813302D0032016E7.77.5-9999.04.41.22.0950.02216.4-9999-9999.0-9999.0-9999.03.3-9999.0-9999.0-9999.0-9999.0-9999.0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>