Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 21 |
| Missing cells | 56 |
| Missing cells (%) | 15.7% |
| Duplicate rows | 1 |
| Duplicate rows (%) | 4.8% |
| Total size in memory | 3.2 KiB |
| Average record size in memory | 154.3 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 12 |
| Categorical | 3 |
Dataset
| Description | 하천별 수질검사 결과에 대한 데이터로 "하천명, 수질검사일자, 측정지점(장소), 비고(수질오염지표, 측정단위)" |
|---|---|
| Author | 경기도 양주시 |
| URL | https://www.data.go.kr/data/3076878/fileData.do |
| Dataset has 1 (4.8%) duplicate rows | Duplicates |
관리부서 is highly overall correlated with 1월 13일 and 13 other fields | High correlation |
비고 is highly overall correlated with 1월 13일 and 13 other fields | High correlation |
데이터기준일자 is highly overall correlated with 1월 13일 and 13 other fields | High correlation |
1월 13일 is highly overall correlated with 2월 10일 and 6 other fields | High correlation |
2월 10일 is highly overall correlated with 1월 13일 and 9 other fields | High correlation |
3월 16일 is highly overall correlated with 2월 10일 and 4 other fields | High correlation |
4월 12일 is highly overall correlated with 비고 and 2 other fields | High correlation |
5월 18일 is highly overall correlated with 2월 10일 and 9 other fields | High correlation |
6월 23일 is highly overall correlated with 5월 18일 and 8 other fields | High correlation |
7월 18일 is highly overall correlated with 1월 13일 and 9 other fields | High correlation |
8월 8일 is highly overall correlated with 1월 13일 and 11 other fields | High correlation |
9월 22일 is highly overall correlated with 6월 23일 and 5 other fields | High correlation |
10월 13일 is highly overall correlated with 1월 13일 and 7 other fields | High correlation |
11월 15일 is highly overall correlated with 2월 10일 and 6 other fields | High correlation |
12월 19일 is highly overall correlated with 5월 18일 and 8 other fields | High correlation |
하천명 has 4 (19.0%) missing values | Missing |
1월 13일 has 4 (19.0%) missing values | Missing |
2월 10일 has 4 (19.0%) missing values | Missing |
3월 16일 has 4 (19.0%) missing values | Missing |
4월 12일 has 4 (19.0%) missing values | Missing |
5월 18일 has 4 (19.0%) missing values | Missing |
6월 23일 has 4 (19.0%) missing values | Missing |
7월 18일 has 4 (19.0%) missing values | Missing |
8월 8일 has 4 (19.0%) missing values | Missing |
9월 22일 has 4 (19.0%) missing values | Missing |
10월 13일 has 4 (19.0%) missing values | Missing |
11월 15일 has 4 (19.0%) missing values | Missing |
12월 19일 has 4 (19.0%) missing values | Missing |
측정지점 has 4 (19.0%) missing values | Missing |
Reproduction
| Analysis started | 2024-04-06 08:56:02.829435 |
|---|---|
| Analysis finished | 2024-04-06 08:56:32.616032 |
| Duration | 29.79 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
하천명
Text
MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Memory size | 300.0 B |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.9411765 |
| Min length | 3 |
Characters and Unicode
| Total characters | 67 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 신천1(상류) |
|---|---|
| 2nd row | 신천5 |
| 3rd row | 신천9 |
| 4th row | 신천11(하류) |
| 5th row | 신천중류 |
| Value | Count | Frequency (%) |
| 신천5 | 1 | 5.9% |
| 능안천 | 1 | 5.9% |
| 청담천 | 1 | 5.9% |
| 신천(용암교 | 1 | 5.9% |
| 덕계천 | 1 | 5.9% |
| 우고천 | 1 | 5.9% |
| 연곡천 | 1 | 5.9% |
| 홍죽천 | 1 | 5.9% |
| 신천1(상류 | 1 | 5.9% |
| 신천9 | 1 | 5.9% |
| Other values (7) | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| 천 | 17 | |
| 신 | 6 | 9.0% |
| 암 | 4 | 6.0% |
| 1 | 3 | 4.5% |
| ( | 3 | 4.5% |
| 류 | 3 | 4.5% |
| ) | 3 | 4.5% |
| 중 | 2 | 3.0% |
| 우 | 2 | 3.0% |
| 회 | 2 | 3.0% |
| Other values (22) | 22 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 55 | |
| Decimal Number | 5 | 7.5% |
| Open Punctuation | 3 | 4.5% |
| Close Punctuation | 3 | 4.5% |
| Dash Punctuation | 1 | 1.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 천 | 17 | |
| 신 | 6 | 10.9% |
| 암 | 4 | 7.3% |
| 류 | 3 | 5.5% |
| 중 | 2 | 3.6% |
| 우 | 2 | 3.6% |
| 회 | 2 | 3.6% |
| 석 | 1 | 1.8% |
| 하 | 1 | 1.8% |
| 담 | 1 | 1.8% |
| Other values (16) | 16 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 5 | 1 | 20.0% |
| 9 | 1 | 20.0% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 55 | |
| Common | 12 | 17.9% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 천 | 17 | |
| 신 | 6 | 10.9% |
| 암 | 4 | 7.3% |
| 류 | 3 | 5.5% |
| 중 | 2 | 3.6% |
| 우 | 2 | 3.6% |
| 회 | 2 | 3.6% |
| 석 | 1 | 1.8% |
| 하 | 1 | 1.8% |
| 담 | 1 | 1.8% |
| Other values (16) | 16 |
Common
| Value | Count | Frequency (%) |
| 1 | 3 | |
| ( | 3 | |
| ) | 3 | |
| 5 | 1 | 8.3% |
| 9 | 1 | 8.3% |
| - | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 55 | |
| ASCII | 12 | 17.9% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 천 | 17 | |
| 신 | 6 | 10.9% |
| 암 | 4 | 7.3% |
| 류 | 3 | 5.5% |
| 중 | 2 | 3.6% |
| 우 | 2 | 3.6% |
| 회 | 2 | 3.6% |
| 석 | 1 | 1.8% |
| 하 | 1 | 1.8% |
| 담 | 1 | 1.8% |
| Other values (16) | 16 |
ASCII
| Value | Count | Frequency (%) |
| 1 | 3 | |
| ( | 3 | |
| ) | 3 | |
| 5 | 1 | 8.3% |
| 9 | 1 | 8.3% |
| - | 1 | 8.3% |
1월 13일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 16 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5529412 |
| Minimum | 2.1 |
|---|---|
| Maximum | 28.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 2.1 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 3 |
| median | 4.3 |
| Q3 | 7.6 |
| 95-th percentile | 15.14 |
| Maximum | 28.9 |
| Range | 26.8 |
| Interquartile range (IQR) | 4.6 |
Descriptive statistics
| Standard deviation | 6.4977032 |
|---|---|
| Coefficient of variation (CV) | 0.99157051 |
| Kurtosis | 9.2333599 |
| Mean | 6.5529412 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 2.8118944 |
| Sum | 111.4 |
| Variance | 42.220147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2.1 | 2 | 9.5% |
| 3.2 | 1 | 4.8% |
| 2.2 | 1 | 4.8% |
| 5.1 | 1 | 4.8% |
| 3.4 | 1 | 4.8% |
| 2.6 | 1 | 4.8% |
| 28.9 | 1 | 4.8% |
| 4.3 | 1 | 4.8% |
| 7.0 | 1 | 4.8% |
| 3.3 | 1 | 4.8% |
| Other values (6) | 6 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 2.1 | 2 | |
| 2.2 | 1 | |
| 2.6 | 1 | |
| 3.0 | 1 | |
| 3.2 | 1 | |
| 3.3 | 1 | |
| 3.4 | 1 | |
| 4.3 | 1 | |
| 5.1 | 1 | |
| 5.5 | 1 |
| Value | Count | Frequency (%) |
| 28.9 | 1 | |
| 11.7 | 1 | |
| 10.6 | 1 | |
| 8.8 | 1 | |
| 7.6 | 1 | |
| 7.0 | 1 | |
| 5.5 | 1 | |
| 5.1 | 1 | |
| 4.3 | 1 | |
| 3.4 | 1 |
2월 10일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0470588 |
| Minimum | 1.1 |
|---|---|
| Maximum | 24.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 1.26 |
| Q1 | 1.5 |
| median | 2.7 |
| Q3 | 6.3 |
| 95-th percentile | 20.26 |
| Maximum | 24.9 |
| Range | 23.8 |
| Interquartile range (IQR) | 4.8 |
Descriptive statistics
| Standard deviation | 6.9655507 |
|---|---|
| Coefficient of variation (CV) | 1.1518907 |
| Kurtosis | 2.5867752 |
| Mean | 6.0470588 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 1.7938224 |
| Sum | 102.8 |
| Variance | 48.518897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1.4 | 2 | 9.5% |
| 1.5 | 2 | 9.5% |
| 4.6 | 1 | 4.8% |
| 5.2 | 1 | 4.8% |
| 11.2 | 1 | 4.8% |
| 3.5 | 1 | 4.8% |
| 6.3 | 1 | 4.8% |
| 19.1 | 1 | 4.8% |
| 24.9 | 1 | 4.8% |
| 2.4 | 1 | 4.8% |
| Other values (5) | 5 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | |
| 1.3 | 1 | |
| 1.4 | 2 | |
| 1.5 | 2 | |
| 2.1 | 1 | |
| 2.4 | 1 | |
| 2.7 | 1 | |
| 3.5 | 1 | |
| 4.6 | 1 | |
| 5.2 | 1 |
| Value | Count | Frequency (%) |
| 24.9 | 1 | |
| 19.1 | 1 | |
| 12.6 | 1 | |
| 11.2 | 1 | |
| 6.3 | 1 | |
| 5.2 | 1 | |
| 4.6 | 1 | |
| 3.5 | 1 | |
| 2.7 | 1 | |
| 2.4 | 1 |
3월 16일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 16 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6058824 |
| Minimum | 1.3 |
|---|---|
| Maximum | 28.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1.3 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.8 |
| median | 3.9 |
| Q3 | 4.7 |
| 95-th percentile | 17.36 |
| Maximum | 28.4 |
| Range | 27.1 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 6.5529069 |
|---|---|
| Coefficient of variation (CV) | 1.1689341 |
| Kurtosis | 10.041917 |
| Mean | 5.6058824 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 3.0982468 |
| Sum | 95.3 |
| Variance | 42.940588 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2.8 | 2 | 9.5% |
| 4.4 | 1 | 4.8% |
| 3.9 | 1 | 4.8% |
| 3.0 | 1 | 4.8% |
| 2.7 | 1 | 4.8% |
| 3.3 | 1 | 4.8% |
| 1.3 | 1 | 4.8% |
| 2.4 | 1 | 4.8% |
| 2.3 | 1 | 4.8% |
| 4.0 | 1 | 4.8% |
| Other values (6) | 6 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 1.3 | 1 | |
| 2.3 | 1 | |
| 2.4 | 1 | |
| 2.7 | 1 | |
| 2.8 | 2 | |
| 3.0 | 1 | |
| 3.3 | 1 | |
| 3.9 | 1 | |
| 4.0 | 1 | |
| 4.1 | 1 |
| Value | Count | Frequency (%) |
| 28.4 | 1 | |
| 14.6 | 1 | |
| 5.7 | 1 | |
| 4.9 | 1 | |
| 4.7 | 1 | |
| 4.4 | 1 | |
| 4.1 | 1 | |
| 4.0 | 1 | |
| 3.9 | 1 | |
| 3.3 | 1 |
4월 12일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0647059 |
| Minimum | 1.6 |
|---|---|
| Maximum | 4.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 1.68 |
| Q1 | 2.1 |
| median | 3.5 |
| Q3 | 3.8 |
| 95-th percentile | 4.5 |
| Maximum | 4.9 |
| Range | 3.3 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.0653293 |
|---|---|
| Coefficient of variation (CV) | 0.34761224 |
| Kurtosis | -1.4184224 |
| Mean | 3.0647059 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 0.043086091 |
| Sum | 52.1 |
| Variance | 1.1349265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 2.1 | 3 | |
| 3.5 | 2 | |
| 3.6 | 2 | |
| 1.7 | 1 | 4.8% |
| 4.9 | 1 | 4.8% |
| 3.8 | 1 | 4.8% |
| 3.1 | 1 | 4.8% |
| 3.9 | 1 | 4.8% |
| 2.0 | 1 | 4.8% |
| 4.3 | 1 | 4.8% |
| Other values (3) | 3 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | 4.8% |
| 1.7 | 1 | 4.8% |
| 1.9 | 1 | 4.8% |
| 2.0 | 1 | 4.8% |
| 2.1 | 3 | |
| 3.1 | 1 | 4.8% |
| 3.5 | 2 | |
| 3.6 | 2 | |
| 3.8 | 1 | 4.8% |
| 3.9 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 4.9 | 1 | 4.8% |
| 4.4 | 1 | 4.8% |
| 4.3 | 1 | 4.8% |
| 3.9 | 1 | 4.8% |
| 3.8 | 1 | 4.8% |
| 3.6 | 2 | |
| 3.5 | 2 | |
| 3.1 | 1 | 4.8% |
| 2.1 | 3 | |
| 2.0 | 1 | 4.8% |
5월 18일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8470588 |
| Minimum | 0.8 |
|---|---|
| Maximum | 3.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.3 |
| median | 1.7 |
| Q3 | 2 |
| 95-th percentile | 3.58 |
| Maximum | 3.9 |
| Range | 3.1 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.89030728 |
|---|---|
| Coefficient of variation (CV) | 0.4820135 |
| Kurtosis | 0.71468181 |
| Mean | 1.8470588 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 1.0952505 |
| Sum | 31.4 |
| Variance | 0.79264706 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1.6 | 2 | |
| 1.8 | 2 | |
| 1.7 | 2 | |
| 0.8 | 2 | |
| 1.3 | 1 | 4.8% |
| 3.5 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 3.9 | 1 | 4.8% |
| 2.0 | 1 | 4.8% |
| 1.2 | 1 | 4.8% |
| Other values (3) | 3 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.8 | 2 | |
| 0.9 | 1 | |
| 1.2 | 1 | |
| 1.3 | 1 | |
| 1.4 | 1 | |
| 1.6 | 2 | |
| 1.7 | 2 | |
| 1.8 | 2 | |
| 2.0 | 1 | |
| 2.5 | 1 |
| Value | Count | Frequency (%) |
| 3.9 | 1 | |
| 3.5 | 1 | |
| 2.9 | 1 | |
| 2.5 | 1 | |
| 2.0 | 1 | |
| 1.8 | 2 | |
| 1.7 | 2 | |
| 1.6 | 2 | |
| 1.4 | 1 | |
| 1.3 | 1 |
6월 23일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 14 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6764706 |
| Minimum | 1.5 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.58 |
| Q1 | 1.9 |
| median | 2.5 |
| Q3 | 3.1 |
| 95-th percentile | 4.34 |
| Maximum | 4.5 |
| Range | 3 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 0.92771858 |
|---|---|
| Coefficient of variation (CV) | 0.34662013 |
| Kurtosis | -0.38487765 |
| Mean | 2.6764706 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.6783255 |
| Sum | 45.5 |
| Variance | 0.86066176 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1.6 | 2 | |
| 2.3 | 2 | |
| 1.9 | 2 | |
| 4.3 | 1 | 4.8% |
| 3.1 | 1 | 4.8% |
| 2.2 | 1 | 4.8% |
| 3.2 | 1 | 4.8% |
| 4.0 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 2.9 | 1 | 4.8% |
| Other values (4) | 4 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | |
| 1.6 | 2 | |
| 1.9 | 2 | |
| 2.2 | 1 | |
| 2.3 | 2 | |
| 2.5 | 1 | |
| 2.7 | 1 | |
| 2.9 | 1 | |
| 3.0 | 1 | |
| 3.1 | 1 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | |
| 4.3 | 1 | |
| 4.0 | 1 | |
| 3.2 | 1 | |
| 3.1 | 1 | |
| 3.0 | 1 | |
| 2.9 | 1 | |
| 2.7 | 1 | |
| 2.5 | 1 | |
| 2.3 | 2 |
7월 18일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 64.7% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96470588 |
| Minimum | 0.3 |
|---|---|
| Maximum | 1.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.46 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.58 |
| Maximum | 1.9 |
| Range | 1.6 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.39834215 |
|---|---|
| Coefficient of variation (CV) | 0.41291565 |
| Kurtosis | 0.52775033 |
| Mean | 0.96470588 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.57776533 |
| Sum | 16.4 |
| Variance | 0.15867647 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1.2 | 3 | |
| 1.0 | 3 | |
| 0.7 | 2 | |
| 0.6 | 2 | |
| 0.8 | 1 | 4.8% |
| 1.3 | 1 | 4.8% |
| 1.5 | 1 | 4.8% |
| 1.9 | 1 | 4.8% |
| 0.3 | 1 | 4.8% |
| 0.5 | 1 | 4.8% |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 4.8% |
| 0.5 | 1 | 4.8% |
| 0.6 | 2 | |
| 0.7 | 2 | |
| 0.8 | 1 | 4.8% |
| 0.9 | 1 | 4.8% |
| 1.0 | 3 | |
| 1.2 | 3 | |
| 1.3 | 1 | 4.8% |
| 1.5 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 1.9 | 1 | 4.8% |
| 1.5 | 1 | 4.8% |
| 1.3 | 1 | 4.8% |
| 1.2 | 3 | |
| 1.0 | 3 | |
| 0.9 | 1 | 4.8% |
| 0.8 | 1 | 4.8% |
| 0.7 | 2 | |
| 0.6 | 2 | |
| 0.5 | 1 | 4.8% |
8월 8일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 70.6% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3705882 |
| Minimum | 0.5 |
|---|---|
| Maximum | 3.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.58 |
| Q1 | 0.9 |
| median | 1.1 |
| Q3 | 1.6 |
| 95-th percentile | 2.6 |
| Maximum | 3.4 |
| Range | 2.9 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.75230039 |
|---|---|
| Coefficient of variation (CV) | 0.5488887 |
| Kurtosis | 2.005311 |
| Mean | 1.3705882 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.3010512 |
| Sum | 23.3 |
| Variance | 0.56595588 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1.6 | 3 | |
| 0.6 | 2 | |
| 1.0 | 2 | |
| 0.9 | 2 | |
| 0.8 | 1 | 4.8% |
| 1.5 | 1 | 4.8% |
| 1.7 | 1 | 4.8% |
| 3.4 | 1 | 4.8% |
| 2.4 | 1 | 4.8% |
| 0.5 | 1 | 4.8% |
| Other values (2) | 2 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | 4.8% |
| 0.6 | 2 | |
| 0.8 | 1 | 4.8% |
| 0.9 | 2 | |
| 1.0 | 2 | |
| 1.1 | 1 | 4.8% |
| 1.5 | 1 | 4.8% |
| 1.6 | 3 | |
| 1.7 | 1 | 4.8% |
| 2.1 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 3.4 | 1 | 4.8% |
| 2.4 | 1 | 4.8% |
| 2.1 | 1 | 4.8% |
| 1.7 | 1 | 4.8% |
| 1.6 | 3 | |
| 1.5 | 1 | 4.8% |
| 1.1 | 1 | 4.8% |
| 1.0 | 2 | |
| 0.9 | 2 | |
| 0.8 | 1 | 4.8% |
9월 22일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6764706 |
| Minimum | 0.9 |
|---|---|
| Maximum | 3.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 0.98 |
| Q1 | 1.2 |
| median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 3.12 |
| Maximum | 3.2 |
| Range | 2.3 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.70136422 |
|---|---|
| Coefficient of variation (CV) | 0.4183576 |
| Kurtosis | 0.48900193 |
| Mean | 1.6764706 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 1.134492 |
| Sum | 28.5 |
| Variance | 0.49191176 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1.5 | 3 | |
| 1.0 | 2 | |
| 1.2 | 2 | |
| 0.9 | 1 | 4.8% |
| 1.3 | 1 | 4.8% |
| 2.1 | 1 | 4.8% |
| 3.2 | 1 | 4.8% |
| 3.1 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 1.1 | 1 | 4.8% |
| Other values (3) | 3 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.9 | 1 | 4.8% |
| 1.0 | 2 | |
| 1.1 | 1 | 4.8% |
| 1.2 | 2 | |
| 1.3 | 1 | 4.8% |
| 1.5 | 3 | |
| 1.6 | 1 | 4.8% |
| 1.8 | 1 | 4.8% |
| 2.0 | 1 | 4.8% |
| 2.1 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 3.2 | 1 | 4.8% |
| 3.1 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 2.1 | 1 | 4.8% |
| 2.0 | 1 | 4.8% |
| 1.8 | 1 | 4.8% |
| 1.6 | 1 | 4.8% |
| 1.5 | 3 | |
| 1.3 | 1 | 4.8% |
| 1.2 | 2 |
10월 13일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 14 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7529412 |
| Minimum | 1.3 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1.3 |
|---|---|
| 5-th percentile | 1.54 |
| Q1 | 1.9 |
| median | 2.2 |
| Q3 | 3.4 |
| 95-th percentile | 4.84 |
| Maximum | 5 |
| Range | 3.7 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.1731995 |
|---|---|
| Coefficient of variation (CV) | 0.42616221 |
| Kurtosis | -0.69685409 |
| Mean | 2.7529412 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.74460679 |
| Sum | 46.8 |
| Variance | 1.3763971 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1.7 | 2 | |
| 2.0 | 2 | |
| 2.2 | 2 | |
| 3.2 | 1 | 4.8% |
| 3.4 | 1 | 4.8% |
| 3.7 | 1 | 4.8% |
| 3.3 | 1 | 4.8% |
| 2.4 | 1 | 4.8% |
| 5.0 | 1 | 4.8% |
| 1.6 | 1 | 4.8% |
| Other values (4) | 4 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 1.3 | 1 | |
| 1.6 | 1 | |
| 1.7 | 2 | |
| 1.9 | 1 | |
| 2.0 | 2 | |
| 2.2 | 2 | |
| 2.4 | 1 | |
| 3.2 | 1 | |
| 3.3 | 1 | |
| 3.4 | 1 |
| Value | Count | Frequency (%) |
| 5.0 | 1 | |
| 4.8 | 1 | |
| 4.4 | 1 | |
| 3.7 | 1 | |
| 3.4 | 1 | |
| 3.3 | 1 | |
| 3.2 | 1 | |
| 2.4 | 1 | |
| 2.2 | 2 | |
| 2.0 | 2 |
11월 15일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 70.6% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6470588 |
| Minimum | 0.6 |
|---|---|
| Maximum | 14.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 0.68 |
| Q1 | 0.8 |
| median | 1.2 |
| Q3 | 1.8 |
| 95-th percentile | 9.7 |
| Maximum | 14.1 |
| Range | 13.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.5635512 |
|---|---|
| Coefficient of variation (CV) | 1.3462304 |
| Kurtosis | 6.8283866 |
| Mean | 2.6470588 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.6025015 |
| Sum | 45 |
| Variance | 12.698897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1.5 | 3 | |
| 0.8 | 3 | |
| 1.2 | 2 | |
| 3.8 | 1 | 4.8% |
| 0.9 | 1 | 4.8% |
| 1.8 | 1 | 4.8% |
| 4.2 | 1 | 4.8% |
| 8.6 | 1 | 4.8% |
| 14.1 | 1 | 4.8% |
| 0.6 | 1 | 4.8% |
| Other values (2) | 2 | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | 4.8% |
| 0.7 | 1 | 4.8% |
| 0.8 | 3 | |
| 0.9 | 1 | 4.8% |
| 1.0 | 1 | 4.8% |
| 1.2 | 2 | |
| 1.5 | 3 | |
| 1.8 | 1 | 4.8% |
| 3.8 | 1 | 4.8% |
| 4.2 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 14.1 | 1 | 4.8% |
| 8.6 | 1 | 4.8% |
| 4.2 | 1 | 4.8% |
| 3.8 | 1 | 4.8% |
| 1.8 | 1 | 4.8% |
| 1.5 | 3 | |
| 1.2 | 2 | |
| 1.0 | 1 | 4.8% |
| 0.9 | 1 | 4.8% |
| 0.8 | 3 |
12월 19일
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 64.7% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8882353 |
| Minimum | 0.3 |
|---|---|
| Maximum | 12.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.46 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 5.62 |
| Maximum | 12.1 |
| Range | 11.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 2.7708037 |
|---|---|
| Coefficient of variation (CV) | 1.4674038 |
| Kurtosis | 13.204683 |
| Mean | 1.8882353 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 3.5263415 |
| Sum | 32.1 |
| Variance | 7.6773529 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0.8 | 3 | |
| 1.2 | 2 | |
| 1.0 | 2 | |
| 1.1 | 2 | |
| 0.9 | 2 | |
| 0.3 | 1 | 4.8% |
| 4.0 | 1 | 4.8% |
| 12.1 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 0.5 | 1 | 4.8% |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 4.8% |
| 0.5 | 1 | 4.8% |
| 0.8 | 3 | |
| 0.9 | 2 | |
| 1.0 | 2 | |
| 1.1 | 2 | |
| 1.2 | 2 | |
| 1.9 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 4.0 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 12.1 | 1 | 4.8% |
| 4.0 | 1 | 4.8% |
| 2.5 | 1 | 4.8% |
| 1.9 | 1 | 4.8% |
| 1.2 | 2 | |
| 1.1 | 2 | |
| 1.0 | 2 | |
| 0.9 | 2 | |
| 0.8 | 3 | |
| 0.5 | 1 | 4.8% |
측정지점
Text
MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 19.0% |
| Memory size | 300.0 B |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 13.235294 |
| Min length | 3 |
Characters and Unicode
| Total characters | 225 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 백석읍 오산3리(방성천 합류전) |
|---|---|
| 2nd row | 우고천 합류부 |
| 3rd row | 은현교 |
| 4th row | 위생환경사업소 앞 |
| 5th row | 남면 상수2리(입암천 합류전) |
| Value | Count | Frequency (%) |
| 합류전 | 11 | |
| 남면 | 3 | 7.0% |
| 광적면 | 3 | 7.0% |
| 백석읍 | 3 | 7.0% |
| 앞 | 2 | 4.7% |
| 우고천 | 1 | 2.3% |
| 오산4리(신천 | 1 | 2.3% |
| 용암2리(신천 | 1 | 2.3% |
| 은현면 | 1 | 2.3% |
| 세월교 | 1 | 2.3% |
| Other values (16) | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26 | 11.6% | |
| ( | 13 | 5.8% |
| 천 | 13 | 5.8% |
| ) | 13 | 5.8% |
| 합 | 12 | 5.3% |
| 류 | 12 | 5.3% |
| 전 | 11 | 4.9% |
| 리 | 9 | 4.0% |
| 신 | 8 | 3.6% |
| 면 | 7 | 3.1% |
| Other values (58) | 101 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 160 | |
| Space Separator | 26 | 11.6% |
| Open Punctuation | 13 | 5.8% |
| Close Punctuation | 13 | 5.8% |
| Decimal Number | 11 | 4.9% |
| Dash Punctuation | 2 | 0.9% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 천 | 13 | 8.1% |
| 합 | 12 | 7.5% |
| 류 | 12 | 7.5% |
| 전 | 11 | 6.9% |
| 리 | 9 | 5.6% |
| 신 | 8 | 5.0% |
| 면 | 7 | 4.4% |
| 석 | 6 | 3.8% |
| 광 | 4 | 2.5% |
| 백 | 4 | 2.5% |
| Other values (49) | 74 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 2 | 3 | |
| 4 | 2 | |
| 9 | 1 | 9.1% |
| 3 | 1 | 9.1% |
Space Separator
| Value | Count | Frequency (%) |
| 26 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 13 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 13 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 160 | |
| Common | 65 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 천 | 13 | 8.1% |
| 합 | 12 | 7.5% |
| 류 | 12 | 7.5% |
| 전 | 11 | 6.9% |
| 리 | 9 | 5.6% |
| 신 | 8 | 5.0% |
| 면 | 7 | 4.4% |
| 석 | 6 | 3.8% |
| 광 | 4 | 2.5% |
| 백 | 4 | 2.5% |
| Other values (49) | 74 |
Common
| Value | Count | Frequency (%) |
| 26 | ||
| ( | 13 | |
| ) | 13 | |
| 1 | 4 | 6.2% |
| 2 | 3 | 4.6% |
| 4 | 2 | 3.1% |
| - | 2 | 3.1% |
| 9 | 1 | 1.5% |
| 3 | 1 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 160 | |
| ASCII | 65 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26 | ||
| ( | 13 | |
| ) | 13 | |
| 1 | 4 | 6.2% |
| 2 | 3 | 4.6% |
| 4 | 2 | 3.1% |
| - | 2 | 3.1% |
| 9 | 1 | 1.5% |
| 3 | 1 | 1.5% |
Hangul
| Value | Count | Frequency (%) |
| 천 | 13 | 8.1% |
| 합 | 12 | 7.5% |
| 류 | 12 | 7.5% |
| 전 | 11 | 6.9% |
| 리 | 9 | 5.6% |
| 신 | 8 | 5.0% |
| 면 | 7 | 4.4% |
| 석 | 6 | 3.8% |
| 광 | 4 | 2.5% |
| 백 | 4 | 2.5% |
| Other values (49) | 74 |
비고
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| BOD, 단위:mg/L | |
|---|---|
| <NA> |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.47619 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BOD, 단위:mg/L |
|---|---|
| 2nd row | BOD, 단위:mg/L |
| 3rd row | BOD, 단위:mg/L |
| 4th row | BOD, 단위:mg/L |
| 5th row | BOD, 단위:mg/L |
Common Values
| Value | Count | Frequency (%) |
| BOD, 단위:mg/L | 17 | |
| <NA> | 4 | 19.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bod | 17 | |
| 단위:mg/l | 17 | |
| na | 4 | 10.5% |
관리부서
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| 양주시 환경정책과 | |
|---|---|
| <NA> |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.047619 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 양주시 환경정책과 |
|---|---|
| 2nd row | 양주시 환경정책과 |
| 3rd row | 양주시 환경정책과 |
| 4th row | 양주시 환경정책과 |
| 5th row | 양주시 환경정책과 |
Common Values
| Value | Count | Frequency (%) |
| 양주시 환경정책과 | 17 | |
| <NA> | 4 | 19.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 양주시 | 17 | |
| 환경정책과 | 17 | |
| na | 4 | 10.5% |
데이터기준일자
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| 2024-03-29 | |
|---|---|
| <NA> |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 8.8571429 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2024-03-29 |
|---|---|
| 2nd row | 2024-03-29 |
| 3rd row | 2024-03-29 |
| 4th row | 2024-03-29 |
| 5th row | 2024-03-29 |
Common Values
| Value | Count | Frequency (%) |
| 2024-03-29 | 17 | |
| <NA> | 4 | 19.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024-03-29 | 17 | |
| na | 4 | 19.0% |
| 하천명 | 1월 13일 | 2월 10일 | 3월 16일 | 4월 12일 | 5월 18일 | 6월 23일 | 7월 18일 | 8월 8일 | 9월 22일 | 10월 13일 | 11월 15일 | 12월 19일 | 측정지점 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 하천명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 1월 13일 | 1.000 | 1.000 | 0.756 | 0.596 | 0.530 | 0.655 | 0.000 | 0.478 | 0.577 | 0.610 | 0.727 | 0.096 | 0.441 | 1.000 |
| 2월 10일 | 1.000 | 0.756 | 1.000 | 0.901 | 0.537 | 0.903 | 0.357 | 0.855 | 0.806 | 0.215 | 0.510 | 0.765 | 0.904 | 1.000 |
| 3월 16일 | 1.000 | 0.596 | 0.901 | 1.000 | 0.757 | 0.972 | 0.000 | 0.701 | 0.879 | 0.666 | 0.298 | 0.821 | 0.865 | 1.000 |
| 4월 12일 | 1.000 | 0.530 | 0.537 | 0.757 | 1.000 | 0.540 | 0.283 | 0.755 | 0.718 | 0.331 | 0.829 | 0.567 | 0.703 | 1.000 |
| 5월 18일 | 1.000 | 0.655 | 0.903 | 0.972 | 0.540 | 1.000 | 0.706 | 0.752 | 0.859 | 0.717 | 0.000 | 0.907 | 0.993 | 1.000 |
| 6월 23일 | 1.000 | 0.000 | 0.357 | 0.000 | 0.283 | 0.706 | 1.000 | 0.509 | 0.000 | 0.437 | 0.418 | 0.726 | 0.327 | 1.000 |
| 7월 18일 | 1.000 | 0.478 | 0.855 | 0.701 | 0.755 | 0.752 | 0.509 | 1.000 | 0.790 | 0.168 | 0.314 | 0.843 | 0.863 | 1.000 |
| 8월 8일 | 1.000 | 0.577 | 0.806 | 0.879 | 0.718 | 0.859 | 0.000 | 0.790 | 1.000 | 0.568 | 0.811 | 0.854 | 0.991 | 1.000 |
| 9월 22일 | 1.000 | 0.610 | 0.215 | 0.666 | 0.331 | 0.717 | 0.437 | 0.168 | 0.568 | 1.000 | 0.380 | 0.767 | 0.922 | 1.000 |
| 10월 13일 | 1.000 | 0.727 | 0.510 | 0.298 | 0.829 | 0.000 | 0.418 | 0.314 | 0.811 | 0.380 | 1.000 | 0.140 | 0.592 | 1.000 |
| 11월 15일 | 1.000 | 0.096 | 0.765 | 0.821 | 0.567 | 0.907 | 0.726 | 0.843 | 0.854 | 0.767 | 0.140 | 1.000 | 0.966 | 1.000 |
| 12월 19일 | 1.000 | 0.441 | 0.904 | 0.865 | 0.703 | 0.993 | 0.327 | 0.863 | 0.991 | 0.922 | 0.592 | 0.966 | 1.000 | 1.000 |
| 측정지점 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 관리부서 | 비고 | 데이터기준일자 | |
|---|---|---|---|
| 관리부서 | 1.000 | 1.000 | 1.000 |
| 비고 | 1.000 | 1.000 | 1.000 |
| 데이터기준일자 | 1.000 | 1.000 | 1.000 |
| 1월 13일 | 2월 10일 | 3월 16일 | 4월 12일 | 5월 18일 | 6월 23일 | 7월 18일 | 8월 8일 | 9월 22일 | 10월 13일 | 11월 15일 | 12월 19일 | 비고 | 관리부서 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1월 13일 | 1.000 | 0.681 | 0.391 | 0.033 | 0.382 | 0.308 | 0.534 | 0.665 | 0.267 | 0.697 | 0.292 | 0.335 | 1.000 | 1.000 | 1.000 |
| 2월 10일 | 0.681 | 1.000 | 0.667 | -0.006 | 0.681 | 0.385 | 0.511 | 0.656 | 0.085 | 0.558 | 0.655 | 0.359 | 1.000 | 1.000 | 1.000 |
| 3월 16일 | 0.391 | 0.667 | 1.000 | 0.140 | 0.613 | 0.424 | 0.424 | 0.485 | 0.159 | 0.431 | 0.454 | 0.425 | 1.000 | 1.000 | 1.000 |
| 4월 12일 | 0.033 | -0.006 | 0.140 | 1.000 | 0.121 | 0.046 | 0.083 | 0.259 | 0.254 | 0.247 | 0.155 | 0.213 | 1.000 | 1.000 | 1.000 |
| 5월 18일 | 0.382 | 0.681 | 0.613 | 0.121 | 1.000 | 0.535 | 0.602 | 0.589 | 0.258 | 0.325 | 0.547 | 0.503 | 1.000 | 1.000 | 1.000 |
| 6월 23일 | 0.308 | 0.385 | 0.424 | 0.046 | 0.535 | 1.000 | 0.631 | 0.577 | 0.616 | 0.528 | 0.390 | 0.678 | 1.000 | 1.000 | 1.000 |
| 7월 18일 | 0.534 | 0.511 | 0.424 | 0.083 | 0.602 | 0.631 | 1.000 | 0.787 | 0.494 | 0.663 | 0.341 | 0.529 | 1.000 | 1.000 | 1.000 |
| 8월 8일 | 0.665 | 0.656 | 0.485 | 0.259 | 0.589 | 0.577 | 0.787 | 1.000 | 0.540 | 0.562 | 0.560 | 0.625 | 1.000 | 1.000 | 1.000 |
| 9월 22일 | 0.267 | 0.085 | 0.159 | 0.254 | 0.258 | 0.616 | 0.494 | 0.540 | 1.000 | 0.467 | 0.389 | 0.875 | 1.000 | 1.000 | 1.000 |
| 10월 13일 | 0.697 | 0.558 | 0.431 | 0.247 | 0.325 | 0.528 | 0.663 | 0.562 | 0.467 | 1.000 | 0.201 | 0.486 | 1.000 | 1.000 | 1.000 |
| 11월 15일 | 0.292 | 0.655 | 0.454 | 0.155 | 0.547 | 0.390 | 0.341 | 0.560 | 0.389 | 0.201 | 1.000 | 0.574 | 1.000 | 1.000 | 1.000 |
| 12월 19일 | 0.335 | 0.359 | 0.425 | 0.213 | 0.503 | 0.678 | 0.529 | 0.625 | 0.875 | 0.486 | 0.574 | 1.000 | 1.000 | 1.000 | 1.000 |
| 비고 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 관리부서 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 데이터기준일자 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 하천명 | 1월 13일 | 2월 10일 | 3월 16일 | 4월 12일 | 5월 18일 | 6월 23일 | 7월 18일 | 8월 8일 | 9월 22일 | 10월 13일 | 11월 15일 | 12월 19일 | 측정지점 | 비고 | 관리부서 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 신천1(상류) | 4.3 | 4.6 | 2.3 | 1.7 | 1.3 | 1.6 | 0.7 | 0.8 | 0.9 | 1.7 | 3.8 | 0.3 | 백석읍 오산3리(방성천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 1 | 신천5 | 7.0 | 5.2 | 2.8 | 2.1 | 1.6 | 2.3 | 0.8 | 1.5 | 1.3 | 3.2 | 0.9 | 0.8 | 우고천 합류부 | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 2 | 신천9 | 7.6 | 11.2 | 4.9 | 2.1 | 1.8 | 4.3 | 1.2 | 1.6 | 1.5 | 3.4 | 1.8 | 1.2 | 은현교 | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 3 | 신천11(하류) | 5.5 | 3.5 | 5.7 | 4.9 | 1.7 | 3.1 | 1.3 | 1.7 | 1.5 | 3.7 | 1.5 | 1.0 | 위생환경사업소 앞 | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 4 | 신천중류 | 8.8 | 6.3 | 4.1 | 3.8 | 3.5 | 2.3 | 1.5 | 3.4 | 2.1 | 3.3 | 4.2 | 4.0 | 남면 상수2리(입암천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 5 | 석우천 | 10.6 | 19.1 | 28.4 | 3.5 | 2.5 | 2.2 | 1.0 | 1.6 | 1.0 | 2.4 | 1.2 | 0.8 | 광적면 석우리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 6 | 효촌천 | 11.7 | 24.9 | 14.6 | 3.1 | 3.9 | 3.2 | 1.9 | 2.4 | 3.2 | 5.0 | 8.6 | 12.1 | 남면 상수1리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 7 | 입암천 | 3.3 | 2.4 | 4.0 | 3.9 | 2.0 | 4.0 | 0.7 | 1.6 | 3.1 | 1.6 | 14.1 | 2.5 | 남면 상수2리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 8 | 회암천 | 3.0 | 2.1 | 4.7 | 3.6 | 1.2 | 1.6 | 0.3 | 0.5 | 1.0 | 2.0 | 0.8 | 0.8 | 봉양동 941-1(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 9 | 회암천-중 | 3.2 | 2.7 | 4.4 | 2.0 | 1.7 | 2.5 | 0.5 | 0.6 | 1.5 | 2.2 | 1.5 | 1.2 | 회암천-중(율정초교앞) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 하천명 | 1월 13일 | 2월 10일 | 3월 16일 | 4월 12일 | 5월 18일 | 6월 23일 | 7월 18일 | 8월 8일 | 9월 22일 | 10월 13일 | 11월 15일 | 12월 19일 | 측정지점 | 비고 | 관리부서 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 홍죽천 | 2.1 | 1.1 | 1.3 | 4.3 | 1.6 | 1.9 | 0.6 | 0.6 | 1.1 | 1.9 | 0.8 | 0.5 | 백석읍 백석매립장(생활체육공원) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 12 | 연곡천 | 2.6 | 1.5 | 3.3 | 1.6 | 2.9 | 3.0 | 1.2 | 0.9 | 1.2 | 1.7 | 0.7 | 0.9 | 광적면 광석리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 13 | 우고천 | 3.4 | 1.4 | 2.7 | 2.1 | 0.8 | 1.5 | 0.6 | 1.1 | 1.2 | 1.3 | 0.8 | 0.9 | 광적면 가납1리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 14 | 덕계천 | 2.1 | 1.3 | 3.0 | 1.9 | 0.8 | 2.7 | 1.0 | 1.0 | 2.0 | 2.0 | 1.0 | 1.0 | 고암동(청담천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 15 | 신천(용암교) | 5.1 | 12.6 | 3.9 | 3.6 | 1.8 | 4.5 | 1.2 | 2.1 | 1.6 | 4.4 | 1.5 | 1.9 | 구 세월교 앞 | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 16 | 청담천 | 2.2 | 1.5 | 2.8 | 4.4 | 1.4 | 1.9 | 0.9 | 0.9 | 1.8 | 2.2 | 1.2 | 1.1 | 은현면 용암2리(신천 합류전) | BOD, 단위:mg/L | 양주시 환경정책과 | 2024-03-29 |
| 17 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 18 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 19 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 20 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
| 하천명 | 1월 13일 | 2월 10일 | 3월 16일 | 4월 12일 | 5월 18일 | 6월 23일 | 7월 18일 | 8월 8일 | 9월 22일 | 10월 13일 | 11월 15일 | 12월 19일 | 측정지점 | 비고 | 관리부서 | 데이터기준일자 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 4 |