Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.6 KiB |
| Average record size in memory | 118.3 B |
Variable types
| Numeric | 13 |
|---|
Dataset
| Description | 샘플 데이터 |
|---|---|
| Author | 한국수자원공사 |
| URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=39d4ccc0-4da6-11ec-a1d0-25701f338068 |
순번() is highly overall correlated with 일자() | High correlation |
일자() is highly overall correlated with 순번() | High correlation |
10센티미터() is highly overall correlated with 20센티미터() and 5 other fields | High correlation |
20센티미터() is highly overall correlated with 10센티미터() and 4 other fields | High correlation |
40센티미터() is highly overall correlated with 20센티미터() and 3 other fields | High correlation |
60센티미터() is highly overall correlated with 40센티미터() and 2 other fields | High correlation |
80센티미터() is highly overall correlated with 40센티미터() and 4 other fields | High correlation |
평균값() is highly overall correlated with 10센티미터() and 5 other fields | High correlation |
10센티미터 편차() is highly overall correlated with 10센티미터() and 4 other fields | High correlation |
20센티미터 편차() is highly overall correlated with 80센티미터() and 2 other fields | High correlation |
40센티미터 편차() is highly overall correlated with 10센티미터() and 3 other fields | High correlation |
60센티미터 편차() is highly overall correlated with 10센티미터() and 3 other fields | High correlation |
80센티미터 편차() is highly overall correlated with 10센티미터() and 4 other fields | High correlation |
순번() has unique values | Unique |
일자() has unique values | Unique |
20센티미터 편차() has 3 (3.0%) zeros | Zeros |
60센티미터 편차() has 7 (7.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-16 15:32:42.749205 |
|---|---|
| Analysis finished | 2024-04-16 15:32:58.459571 |
| Duration | 15.71 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
순번()
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.5 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.95 |
| Q1 | 25.75 |
| median | 50.5 |
| Q3 | 75.25 |
| 95-th percentile | 95.05 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 49.5 |
Descriptive statistics
| Standard deviation | 29.011492 |
|---|---|
| Coefficient of variation (CV) | 0.57448499 |
| Kurtosis | -1.2 |
| Mean | 50.5 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0 |
| Sum | 5050 |
| Variance | 841.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 65 | 1 | 1.0% |
| 75 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 73 | 1 | 1.0% |
| 72 | 1 | 1.0% |
| 71 | 1 | 1.0% |
| 70 | 1 | 1.0% |
| 69 | 1 | 1.0% |
| 68 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99 | 1 | |
| 98 | 1 | |
| 97 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 91 | 1 |
일자()
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20200233 |
| Minimum | 20200101 |
|---|---|
| Maximum | 20200409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 20200101 |
|---|---|
| 5-th percentile | 20200106 |
| Q1 | 20200126 |
| median | 20200220 |
| Q3 | 20200315 |
| 95-th percentile | 20200404 |
| Maximum | 20200409 |
| Range | 308 |
| Interquartile range (IQR) | 189.5 |
Descriptive statistics
| Standard deviation | 96.431907 |
|---|---|
| Coefficient of variation (CV) | 4.7738018 × 10-6 |
| Kurtosis | -1.1697238 |
| Mean | 20200233 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 0.16257304 |
| Sum | 2.0200233 × 109 |
| Variance | 9299.1127 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20200101 | 1 | 1.0% |
| 20200305 | 1 | 1.0% |
| 20200315 | 1 | 1.0% |
| 20200314 | 1 | 1.0% |
| 20200313 | 1 | 1.0% |
| 20200312 | 1 | 1.0% |
| 20200311 | 1 | 1.0% |
| 20200310 | 1 | 1.0% |
| 20200309 | 1 | 1.0% |
| 20200308 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 20200101 | 1 | |
| 20200102 | 1 | |
| 20200103 | 1 | |
| 20200104 | 1 | |
| 20200105 | 1 | |
| 20200106 | 1 | |
| 20200107 | 1 | |
| 20200108 | 1 | |
| 20200109 | 1 | |
| 20200110 | 1 |
| Value | Count | Frequency (%) |
| 20200409 | 1 | |
| 20200408 | 1 | |
| 20200407 | 1 | |
| 20200406 | 1 | |
| 20200405 | 1 | |
| 20200404 | 1 | |
| 20200403 | 1 | |
| 20200402 | 1 | |
| 20200401 | 1 | |
| 20200331 | 1 |
10센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 61 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.686 |
| Minimum | 26 |
|---|---|
| Maximum | 37.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 27.77 |
| Q1 | 31.3 |
| median | 33 |
| Q3 | 34.5 |
| 95-th percentile | 35.805 |
| Maximum | 37.1 |
| Range | 11.1 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.405004 |
|---|---|
| Coefficient of variation (CV) | 0.073579026 |
| Kurtosis | 0.30028074 |
| Mean | 32.686 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.71464997 |
| Sum | 3268.6 |
| Variance | 5.7840444 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.3 | 4 | 4.0% |
| 32.3 | 4 | 4.0% |
| 31.9 | 4 | 4.0% |
| 35.6 | 4 | 4.0% |
| 30.8 | 4 | 4.0% |
| 33.8 | 3 | 3.0% |
| 32.5 | 3 | 3.0% |
| 35.1 | 2 | 2.0% |
| 33.5 | 2 | 2.0% |
| 30.6 | 2 | 2.0% |
| Other values (51) | 68 |
| Value | Count | Frequency (%) |
| 26.0 | 1 | |
| 26.5 | 1 | |
| 26.7 | 1 | |
| 27.2 | 2 | |
| 27.8 | 1 | |
| 27.9 | 1 | |
| 28.7 | 1 | |
| 28.8 | 1 | |
| 29.7 | 2 | |
| 30.1 | 1 |
| Value | Count | Frequency (%) |
| 37.1 | 1 | 1.0% |
| 36.9 | 1 | 1.0% |
| 36.5 | 1 | 1.0% |
| 36.2 | 1 | 1.0% |
| 35.9 | 1 | 1.0% |
| 35.8 | 1 | 1.0% |
| 35.6 | 4 | |
| 35.5 | 1 | 1.0% |
| 35.3 | 1 | 1.0% |
| 35.2 | 1 | 1.0% |
20센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 46 |
|---|---|
| Distinct (%) | 46.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.365 |
| Minimum | 26 |
|---|---|
| Maximum | 32.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 26.495 |
| Q1 | 27.2 |
| median | 28.15 |
| Q3 | 29.3 |
| 95-th percentile | 30.8 |
| Maximum | 32.6 |
| Range | 6.6 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.4057152 |
|---|---|
| Coefficient of variation (CV) | 0.049558091 |
| Kurtosis | -0.23749361 |
| Mean | 28.365 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.51165084 |
| Sum | 2836.5 |
| Variance | 1.9760354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 27.7 | 6 | 6.0% |
| 26.7 | 5 | 5.0% |
| 29.3 | 4 | 4.0% |
| 27.4 | 4 | 4.0% |
| 28.1 | 4 | 4.0% |
| 26.8 | 3 | 3.0% |
| 29.6 | 3 | 3.0% |
| 27.0 | 3 | 3.0% |
| 27.2 | 3 | 3.0% |
| 29.2 | 3 | 3.0% |
| Other values (36) | 62 |
| Value | Count | Frequency (%) |
| 26.0 | 1 | 1.0% |
| 26.1 | 1 | 1.0% |
| 26.3 | 2 | 2.0% |
| 26.4 | 1 | 1.0% |
| 26.5 | 2 | 2.0% |
| 26.6 | 2 | 2.0% |
| 26.7 | 5 | |
| 26.8 | 3 | |
| 26.9 | 1 | 1.0% |
| 27.0 | 3 |
| Value | Count | Frequency (%) |
| 32.6 | 1 | 1.0% |
| 31.6 | 1 | 1.0% |
| 31.5 | 1 | 1.0% |
| 30.8 | 3 | |
| 30.7 | 2 | |
| 30.4 | 2 | |
| 30.3 | 1 | 1.0% |
| 30.0 | 2 | |
| 29.9 | 2 | |
| 29.8 | 3 |
40센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.944 |
| Minimum | 22.3 |
|---|---|
| Maximum | 26.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 22.3 |
|---|---|
| 5-th percentile | 22.4 |
| Q1 | 24.5 |
| median | 24.9 |
| Q3 | 25.6 |
| 95-th percentile | 26.215 |
| Maximum | 26.8 |
| Range | 4.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.94337884 |
|---|---|
| Coefficient of variation (CV) | 0.03781987 |
| Kurtosis | 1.6522909 |
| Mean | 24.944 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -0.84446946 |
| Sum | 2494.4 |
| Variance | 0.88996364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 24.8 | 9 | 9.0% |
| 24.6 | 7 | 7.0% |
| 24.2 | 6 | 6.0% |
| 25.6 | 5 | 5.0% |
| 25.2 | 5 | 5.0% |
| 25.1 | 5 | 5.0% |
| 24.9 | 5 | 5.0% |
| 24.3 | 5 | 5.0% |
| 22.3 | 4 | 4.0% |
| 25.7 | 4 | 4.0% |
| Other values (19) | 45 |
| Value | Count | Frequency (%) |
| 22.3 | 4 | |
| 22.4 | 2 | 2.0% |
| 24.0 | 1 | 1.0% |
| 24.1 | 3 | |
| 24.2 | 6 | |
| 24.3 | 5 | |
| 24.4 | 3 | |
| 24.5 | 3 | |
| 24.6 | 7 | |
| 24.7 | 4 |
| Value | Count | Frequency (%) |
| 26.8 | 2 | |
| 26.7 | 1 | 1.0% |
| 26.6 | 1 | 1.0% |
| 26.5 | 1 | 1.0% |
| 26.2 | 1 | 1.0% |
| 26.1 | 3 | |
| 26.0 | 4 | |
| 25.9 | 2 | |
| 25.8 | 3 | |
| 25.7 | 4 |
60센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 40 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.867 |
| Minimum | 23.4 |
|---|---|
| Maximum | 32.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 23.4 |
|---|---|
| 5-th percentile | 23.595 |
| Q1 | 28.2 |
| median | 28.9 |
| Q3 | 29.925 |
| 95-th percentile | 31.11 |
| Maximum | 32.5 |
| Range | 9.1 |
| Interquartile range (IQR) | 1.725 |
Descriptive statistics
| Standard deviation | 1.7371203 |
|---|---|
| Coefficient of variation (CV) | 0.060176682 |
| Kurtosis | 3.624379 |
| Mean | 28.867 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | -1.4482445 |
| Sum | 2886.7 |
| Variance | 3.0175869 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 29.0 | 6 | 6.0% |
| 28.7 | 5 | 5.0% |
| 28.0 | 5 | 5.0% |
| 28.3 | 5 | 5.0% |
| 27.9 | 4 | 4.0% |
| 28.6 | 4 | 4.0% |
| 27.8 | 4 | 4.0% |
| 28.5 | 4 | 4.0% |
| 30.8 | 4 | 4.0% |
| 30.1 | 3 | 3.0% |
| Other values (30) | 56 |
| Value | Count | Frequency (%) |
| 23.4 | 3 | |
| 23.5 | 2 | 2.0% |
| 23.6 | 1 | 1.0% |
| 27.7 | 2 | 2.0% |
| 27.8 | 4 | |
| 27.9 | 4 | |
| 28.0 | 5 | |
| 28.1 | 3 | |
| 28.2 | 3 | |
| 28.3 | 5 |
| Value | Count | Frequency (%) |
| 32.5 | 1 | 1.0% |
| 32.0 | 1 | 1.0% |
| 31.6 | 1 | 1.0% |
| 31.4 | 1 | 1.0% |
| 31.3 | 1 | 1.0% |
| 31.1 | 1 | 1.0% |
| 31.0 | 1 | 1.0% |
| 30.9 | 1 | 1.0% |
| 30.8 | 4 | |
| 30.6 | 1 | 1.0% |
80센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 43 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.645 |
| Minimum | 27.1 |
|---|---|
| Maximum | 36.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 27.1 |
|---|---|
| 5-th percentile | 27.3 |
| Q1 | 31.9 |
| median | 32.7 |
| Q3 | 33.725 |
| 95-th percentile | 35.015 |
| Maximum | 36.1 |
| Range | 9 |
| Interquartile range (IQR) | 1.825 |
Descriptive statistics
| Standard deviation | 1.8098147 |
|---|---|
| Coefficient of variation (CV) | 0.055439262 |
| Kurtosis | 2.8790926 |
| Mean | 32.645 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | -1.3014003 |
| Sum | 3264.5 |
| Variance | 3.2754293 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 31.9 | 6 | 6.0% |
| 32.1 | 6 | 6.0% |
| 32.2 | 5 | 5.0% |
| 33.7 | 5 | 5.0% |
| 32.9 | 4 | 4.0% |
| 31.7 | 4 | 4.0% |
| 32.3 | 4 | 4.0% |
| 32.7 | 4 | 4.0% |
| 33.1 | 4 | 4.0% |
| 31.5 | 4 | 4.0% |
| Other values (33) | 54 |
| Value | Count | Frequency (%) |
| 27.1 | 1 | 1.0% |
| 27.2 | 3 | |
| 27.3 | 2 | |
| 29.7 | 1 | 1.0% |
| 31.3 | 1 | 1.0% |
| 31.4 | 1 | 1.0% |
| 31.5 | 4 | |
| 31.6 | 2 | |
| 31.7 | 4 | |
| 31.8 | 3 |
| Value | Count | Frequency (%) |
| 36.1 | 1 | |
| 36.0 | 1 | |
| 35.4 | 2 | |
| 35.3 | 1 | |
| 35.0 | 2 | |
| 34.9 | 1 | |
| 34.8 | 1 | |
| 34.7 | 2 | |
| 34.5 | 2 | |
| 34.4 | 1 |
평균값()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 44 |
|---|---|
| Distinct (%) | 44.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.499 |
| Minimum | 26 |
|---|---|
| Maximum | 32.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 26.5 |
| Q1 | 28.775 |
| median | 29.6 |
| Q3 | 30.325 |
| 95-th percentile | 31.5 |
| Maximum | 32.6 |
| Range | 6.6 |
| Interquartile range (IQR) | 1.55 |
Descriptive statistics
| Standard deviation | 1.3298056 |
|---|---|
| Coefficient of variation (CV) | 0.045079683 |
| Kurtosis | 0.66704572 |
| Mean | 29.499 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | -0.49021452 |
| Sum | 2949.9 |
| Variance | 1.7683828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 29.6 | 8 | 8.0% |
| 29.2 | 5 | 5.0% |
| 29.4 | 5 | 5.0% |
| 29.8 | 5 | 5.0% |
| 29.3 | 4 | 4.0% |
| 28.6 | 4 | 4.0% |
| 30.1 | 4 | 4.0% |
| 30.6 | 3 | 3.0% |
| 30.3 | 3 | 3.0% |
| 29.0 | 3 | 3.0% |
| Other values (34) | 56 |
| Value | Count | Frequency (%) |
| 26.0 | 1 | |
| 26.1 | 1 | |
| 26.2 | 1 | |
| 26.3 | 1 | |
| 26.5 | 2 | |
| 27.3 | 1 | |
| 27.5 | 1 | |
| 27.6 | 1 | |
| 27.8 | 2 | |
| 28.0 | 1 |
| Value | Count | Frequency (%) |
| 32.6 | 1 | 1.0% |
| 32.4 | 1 | 1.0% |
| 32.3 | 1 | 1.0% |
| 31.5 | 3 | |
| 31.3 | 1 | 1.0% |
| 31.2 | 1 | 1.0% |
| 31.1 | 1 | 1.0% |
| 31.0 | 1 | 1.0% |
| 30.9 | 3 | |
| 30.8 | 3 |
10센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 47 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.187 |
| Minimum | -1.3 |
|---|---|
| Maximum | 6.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7 |
| Negative (%) | 7.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -1.3 |
|---|---|
| 5-th percentile | -0.22 |
| Q1 | 2.3 |
| median | 3.05 |
| Q3 | 4.425 |
| 95-th percentile | 5.62 |
| Maximum | 6.4 |
| Range | 7.7 |
| Interquartile range (IQR) | 2.125 |
Descriptive statistics
| Standard deviation | 1.7203274 |
|---|---|
| Coefficient of variation (CV) | 0.53979522 |
| Kurtosis | 0.083923624 |
| Mean | 3.187 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.43863604 |
| Sum | 318.7 |
| Variance | 2.9595263 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 2.7 | 7 | 7.0% |
| 2.8 | 5 | 5.0% |
| 6.0 | 4 | 4.0% |
| 3.3 | 4 | 4.0% |
| 5.4 | 4 | 4.0% |
| 2.3 | 3 | 3.0% |
| 2.1 | 3 | 3.0% |
| 4.7 | 3 | 3.0% |
| 4.3 | 3 | 3.0% |
| 5.6 | 3 | 3.0% |
| Other values (37) | 61 |
| Value | Count | Frequency (%) |
| -1.3 | 1 | |
| -1.0 | 1 | |
| -0.9 | 1 | |
| -0.6 | 2 | |
| -0.2 | 2 | |
| 0.4 | 2 | |
| 1.0 | 1 | |
| 1.1 | 1 | |
| 1.4 | 1 | |
| 1.6 | 2 |
| Value | Count | Frequency (%) |
| 6.4 | 1 | 1.0% |
| 6.0 | 4 | |
| 5.6 | 3 | |
| 5.5 | 1 | 1.0% |
| 5.4 | 4 | |
| 5.3 | 2 | |
| 5.1 | 2 | |
| 5.0 | 3 | |
| 4.8 | 1 | 1.0% |
| 4.7 | 3 |
20센티미터 편차()
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.134 |
| Minimum | -2.1 |
|---|---|
| Maximum | 1.5 |
| Zeros | 3 |
| Zeros (%) | 3.0% |
| Negative | 87 |
| Negative (%) | 87.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -2.1 |
|---|---|
| 5-th percentile | -1.9 |
| Q1 | -1.7 |
| median | -1.45 |
| Q3 | -0.7 |
| 95-th percentile | 0.3 |
| Maximum | 1.5 |
| Range | 3.6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.75105582 |
|---|---|
| Coefficient of variation (CV) | -0.66230672 |
| Kurtosis | 0.62104813 |
| Mean | -1.134 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 1.1233144 |
| Sum | -113.4 |
| Variance | 0.56408485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| -1.7 | 15 | |
| -1.6 | 13 | |
| -1.9 | 8 | 8.0% |
| -1.8 | 6 | 6.0% |
| -1.3 | 6 | 6.0% |
| -1.5 | 6 | 6.0% |
| -1.1 | 4 | 4.0% |
| -1.0 | 4 | 4.0% |
| -0.6 | 4 | 4.0% |
| 0.2 | 3 | 3.0% |
| Other values (15) | 31 |
| Value | Count | Frequency (%) |
| -2.1 | 2 | 2.0% |
| -1.9 | 8 | |
| -1.8 | 6 | 6.0% |
| -1.7 | 15 | |
| -1.6 | 13 | |
| -1.5 | 6 | 6.0% |
| -1.4 | 2 | 2.0% |
| -1.3 | 6 | 6.0% |
| -1.2 | 3 | 3.0% |
| -1.1 | 4 | 4.0% |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 1.0% |
| 0.6 | 1 | 1.0% |
| 0.5 | 2 | |
| 0.3 | 2 | |
| 0.2 | 3 | |
| 0.1 | 1 | 1.0% |
| 0.0 | 3 | |
| -0.1 | 3 | |
| -0.3 | 3 | |
| -0.5 | 1 | 1.0% |
40센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.555 |
| Minimum | -5.8 |
|---|---|
| Maximum | -2.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 100 |
| Negative (%) | 100.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -5.8 |
|---|---|
| 5-th percentile | -5.5 |
| Q1 | -5 |
| median | -4.7 |
| Q3 | -4.2 |
| 95-th percentile | -3.2 |
| Maximum | -2.7 |
| Range | 3.1 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.67335659 |
|---|---|
| Coefficient of variation (CV) | -0.14782801 |
| Kurtosis | 0.22537238 |
| Mean | -4.555 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 0.67939027 |
| Sum | -455.5 |
| Variance | 0.45340909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| -4.9 | 10 | 10.0% |
| -4.7 | 9 | 9.0% |
| -4.4 | 7 | 7.0% |
| -5.0 | 7 | 7.0% |
| -4.2 | 6 | 6.0% |
| -4.5 | 5 | 5.0% |
| -5.3 | 5 | 5.0% |
| -4.8 | 5 | 5.0% |
| -4.6 | 4 | 4.0% |
| -4.3 | 4 | 4.0% |
| Other values (18) | 38 |
| Value | Count | Frequency (%) |
| -5.8 | 1 | 1.0% |
| -5.7 | 2 | 2.0% |
| -5.6 | 1 | 1.0% |
| -5.5 | 2 | 2.0% |
| -5.4 | 4 | 4.0% |
| -5.3 | 5 | |
| -5.2 | 3 | 3.0% |
| -5.1 | 3 | 3.0% |
| -5.0 | 7 | |
| -4.9 | 10 |
| Value | Count | Frequency (%) |
| -2.7 | 1 | 1.0% |
| -2.8 | 1 | 1.0% |
| -3.0 | 2 | |
| -3.2 | 2 | |
| -3.3 | 2 | |
| -3.5 | 2 | |
| -3.7 | 2 | |
| -3.8 | 3 | |
| -3.9 | 3 | |
| -4.0 | 1 | 1.0% |
60센티미터 편차()
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.632 |
| Minimum | -3.1 |
|---|---|
| Maximum | 0.7 |
| Zeros | 7 |
| Zeros (%) | 7.0% |
| Negative | 81 |
| Negative (%) | 81.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -3.1 |
|---|---|
| 5-th percentile | -2.605 |
| Q1 | -1.225 |
| median | -0.2 |
| Q3 | -0.1 |
| 95-th percentile | 0.5 |
| Maximum | 0.7 |
| Range | 3.8 |
| Interquartile range (IQR) | 1.125 |
Descriptive statistics
| Standard deviation | 0.90552513 |
|---|---|
| Coefficient of variation (CV) | -1.4327929 |
| Kurtosis | 0.14212651 |
| Mean | -0.632 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -1.0594335 |
| Sum | -63.2 |
| Variance | 0.81997576 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| -0.1 | 22 | |
| -0.2 | 13 | |
| 0.0 | 7 | 7.0% |
| -0.3 | 6 | 6.0% |
| -0.4 | 4 | 4.0% |
| -1.8 | 4 | 4.0% |
| 0.5 | 3 | 3.0% |
| -1.5 | 3 | 3.0% |
| 0.1 | 3 | 3.0% |
| -2.0 | 3 | 3.0% |
| Other values (23) | 32 |
| Value | Count | Frequency (%) |
| -3.1 | 1 | 1.0% |
| -2.9 | 1 | 1.0% |
| -2.8 | 1 | 1.0% |
| -2.7 | 2 | |
| -2.6 | 1 | 1.0% |
| -2.3 | 2 | |
| -2.1 | 1 | 1.0% |
| -2.0 | 3 | |
| -1.9 | 1 | 1.0% |
| -1.8 | 4 |
| Value | Count | Frequency (%) |
| 0.7 | 1 | 1.0% |
| 0.6 | 2 | 2.0% |
| 0.5 | 3 | 3.0% |
| 0.4 | 1 | 1.0% |
| 0.3 | 1 | 1.0% |
| 0.2 | 1 | 1.0% |
| 0.1 | 3 | 3.0% |
| 0.0 | 7 | 7.0% |
| -0.1 | 22 | |
| -0.2 | 13 |
80센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 35 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.146 |
| Minimum | -1.4 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 1.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -1.4 |
|---|---|
| 5-th percentile | 1.095 |
| Q1 | 2.4 |
| median | 3.7 |
| Q3 | 4 |
| 95-th percentile | 4.3 |
| Maximum | 4.5 |
| Range | 5.9 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 1.1329251 |
|---|---|
| Coefficient of variation (CV) | 0.36011604 |
| Kurtosis | 1.4370269 |
| Mean | 3.146 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -1.2488477 |
| Sum | 314.6 |
| Variance | 1.2835192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 3.9 | 14 | 14.0% |
| 4.0 | 12 | 12.0% |
| 4.1 | 6 | 6.0% |
| 3.7 | 6 | 6.0% |
| 3.8 | 4 | 4.0% |
| 3.5 | 4 | 4.0% |
| 4.2 | 4 | 4.0% |
| 3.0 | 3 | 3.0% |
| 2.4 | 3 | 3.0% |
| 4.3 | 3 | 3.0% |
| Other values (25) | 41 |
| Value | Count | Frequency (%) |
| -1.4 | 1 | |
| 0.6 | 1 | |
| 0.8 | 1 | |
| 1.0 | 2 | |
| 1.1 | 2 | |
| 1.2 | 2 | |
| 1.3 | 1 | |
| 1.5 | 2 | |
| 1.7 | 2 | |
| 1.8 | 2 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 1.0% |
| 4.4 | 2 | 2.0% |
| 4.3 | 3 | 3.0% |
| 4.2 | 4 | 4.0% |
| 4.1 | 6 | |
| 4.0 | 12 | |
| 3.9 | 14 | |
| 3.8 | 4 | 4.0% |
| 3.7 | 6 | |
| 3.6 | 2 | 2.0% |
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 순번() | 1.000 | 0.948 | 0.620 | 0.561 | 0.714 | 0.795 | 0.771 | 0.784 | 0.736 | 0.735 | 0.680 | 0.824 | 0.620 |
| 일자() | 0.948 | 1.000 | 0.461 | 0.249 | 0.459 | 0.540 | 0.605 | 0.546 | 0.579 | 0.592 | 0.594 | 0.516 | 0.228 |
| 10센티미터() | 0.620 | 0.461 | 1.000 | 0.890 | 0.599 | 0.698 | 0.613 | 0.879 | 0.933 | 0.600 | 0.923 | 0.876 | 0.551 |
| 20센티미터() | 0.561 | 0.249 | 0.890 | 1.000 | 0.745 | 0.774 | 0.787 | 0.886 | 0.796 | 0.783 | 0.768 | 0.767 | 0.750 |
| 40센티미터() | 0.714 | 0.459 | 0.599 | 0.745 | 1.000 | 0.815 | 0.890 | 0.834 | 0.590 | 0.680 | 0.544 | 0.705 | 0.787 |
| 60센티미터() | 0.795 | 0.540 | 0.698 | 0.774 | 0.815 | 1.000 | 0.855 | 0.907 | 0.654 | 0.678 | 0.694 | 0.745 | 0.603 |
| 80센티미터() | 0.771 | 0.605 | 0.613 | 0.787 | 0.890 | 0.855 | 1.000 | 0.817 | 0.694 | 0.819 | 0.622 | 0.751 | 0.891 |
| 평균값() | 0.784 | 0.546 | 0.879 | 0.886 | 0.834 | 0.907 | 0.817 | 1.000 | 0.859 | 0.651 | 0.867 | 0.863 | 0.556 |
| 10센티미터 편차() | 0.736 | 0.579 | 0.933 | 0.796 | 0.590 | 0.654 | 0.694 | 0.859 | 1.000 | 0.660 | 0.919 | 0.914 | 0.684 |
| 20센티미터 편차() | 0.735 | 0.592 | 0.600 | 0.783 | 0.680 | 0.678 | 0.819 | 0.651 | 0.660 | 1.000 | 0.512 | 0.810 | 0.835 |
| 40센티미터 편차() | 0.680 | 0.594 | 0.923 | 0.768 | 0.544 | 0.694 | 0.622 | 0.867 | 0.919 | 0.512 | 1.000 | 0.817 | 0.408 |
| 60센티미터 편차() | 0.824 | 0.516 | 0.876 | 0.767 | 0.705 | 0.745 | 0.751 | 0.863 | 0.914 | 0.810 | 0.817 | 1.000 | 0.828 |
| 80센티미터 편차() | 0.620 | 0.228 | 0.551 | 0.750 | 0.787 | 0.603 | 0.891 | 0.556 | 0.684 | 0.835 | 0.408 | 0.828 | 1.000 |
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 순번() | 1.000 | 1.000 | -0.194 | 0.059 | 0.323 | 0.071 | 0.025 | -0.009 | -0.402 | 0.131 | 0.320 | 0.293 | 0.152 |
| 일자() | 1.000 | 1.000 | -0.194 | 0.059 | 0.323 | 0.071 | 0.025 | -0.009 | -0.402 | 0.131 | 0.320 | 0.293 | 0.152 |
| 10센티미터() | -0.194 | -0.194 | 1.000 | 0.871 | 0.454 | 0.250 | 0.127 | 0.802 | 0.821 | 0.266 | -0.809 | -0.655 | -0.619 |
| 20센티미터() | 0.059 | 0.059 | 0.871 | 1.000 | 0.742 | 0.461 | 0.289 | 0.906 | 0.522 | 0.297 | -0.673 | -0.401 | -0.455 |
| 40센티미터() | 0.323 | 0.323 | 0.454 | 0.742 | 1.000 | 0.795 | 0.590 | 0.826 | 0.002 | 0.024 | -0.279 | 0.100 | -0.037 |
| 60센티미터() | 0.071 | 0.071 | 0.250 | 0.461 | 0.795 | 1.000 | 0.924 | 0.742 | -0.207 | -0.474 | -0.401 | 0.359 | 0.329 |
| 80센티미터() | 0.025 | 0.025 | 0.127 | 0.289 | 0.590 | 0.924 | 1.000 | 0.610 | -0.299 | -0.656 | -0.458 | 0.425 | 0.512 |
| 평균값() | -0.009 | -0.009 | 0.802 | 0.906 | 0.826 | 0.742 | 0.610 | 1.000 | 0.383 | -0.055 | -0.742 | -0.208 | -0.205 |
| 10센티미터 편차() | -0.402 | -0.402 | 0.821 | 0.522 | 0.002 | -0.207 | -0.299 | 0.383 | 1.000 | 0.465 | -0.562 | -0.910 | -0.845 |
| 20센티미터 편차() | 0.131 | 0.131 | 0.266 | 0.297 | 0.024 | -0.474 | -0.656 | -0.055 | 0.465 | 1.000 | 0.175 | -0.521 | -0.710 |
| 40센티미터 편차() | 0.320 | 0.320 | -0.809 | -0.673 | -0.279 | -0.401 | -0.458 | -0.742 | -0.562 | 0.175 | 1.000 | 0.366 | 0.201 |
| 60센티미터 편차() | 0.293 | 0.293 | -0.655 | -0.401 | 0.100 | 0.359 | 0.425 | -0.208 | -0.910 | -0.521 | 0.366 | 1.000 | 0.875 |
| 80센티미터 편차() | 0.152 | 0.152 | -0.619 | -0.455 | -0.037 | 0.329 | 0.512 | -0.205 | -0.845 | -0.710 | 0.201 | 0.875 | 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.
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 20200101 | 32.5 | 26.7 | 22.4 | 23.6 | 27.3 | 26.5 | 6.0 | 0.2 | -4.1 | -2.9 | 0.8 |
| 1 | 2 | 20200102 | 31.9 | 26.6 | 22.4 | 23.5 | 27.3 | 26.3 | 5.6 | 0.3 | -3.9 | -2.8 | 1.0 |
| 2 | 3 | 20200103 | 31.5 | 26.4 | 22.3 | 23.5 | 27.2 | 26.2 | 5.3 | 0.2 | -3.9 | -2.7 | 1.0 |
| 3 | 4 | 20200104 | 31.4 | 26.3 | 22.3 | 23.4 | 27.2 | 26.1 | 5.3 | 0.2 | -3.8 | -2.7 | 1.1 |
| 4 | 5 | 20200105 | 31.0 | 26.1 | 22.3 | 23.4 | 27.2 | 26.0 | 5.0 | 0.1 | -3.7 | -2.6 | 1.2 |
| 5 | 6 | 20200106 | 32.9 | 26.8 | 22.3 | 23.4 | 27.1 | 26.5 | 6.4 | 0.3 | -4.2 | -3.1 | 0.6 |
| 6 | 7 | 20200107 | 37.1 | 32.6 | 26.7 | 29.2 | 29.7 | 31.1 | 6.0 | 1.5 | -4.4 | -1.9 | -1.4 |
| 7 | 8 | 20200108 | 36.2 | 31.5 | 26.8 | 32.5 | 36.1 | 32.6 | 3.6 | -1.1 | -5.8 | -0.1 | 3.5 |
| 8 | 9 | 20200109 | 34.6 | 29.9 | 26.1 | 31.4 | 35.4 | 31.5 | 3.1 | -1.6 | -5.4 | -0.1 | 3.9 |
| 9 | 10 | 20200110 | 33.6 | 29.1 | 25.7 | 30.8 | 35.0 | 30.8 | 2.8 | -1.7 | -5.1 | 0.0 | 4.2 |
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 91 | 20200331 | 33.1 | 29.2 | 25.7 | 28.9 | 32.1 | 29.8 | 3.3 | -0.6 | -4.1 | -0.9 | 2.3 |
| 91 | 92 | 20200401 | 32.3 | 28.9 | 25.6 | 29.0 | 32.2 | 29.6 | 2.7 | -0.7 | -4.0 | -0.6 | 2.6 |
| 92 | 93 | 20200402 | 31.4 | 28.4 | 25.5 | 29.0 | 32.3 | 29.3 | 2.1 | -0.9 | -3.8 | -0.3 | 3.0 |
| 93 | 94 | 20200403 | 30.6 | 28.1 | 25.3 | 28.9 | 32.3 | 29.0 | 1.6 | -0.9 | -3.7 | -0.1 | 3.3 |
| 94 | 95 | 20200404 | 29.7 | 27.7 | 25.2 | 28.7 | 32.2 | 28.7 | 1.0 | -1.0 | -3.5 | 0.0 | 3.5 |
| 95 | 96 | 20200405 | 28.8 | 27.4 | 25.1 | 28.6 | 32.2 | 28.4 | 0.4 | -1.0 | -3.3 | 0.2 | 3.8 |
| 96 | 97 | 20200406 | 27.9 | 27.0 | 24.9 | 28.5 | 32.1 | 28.1 | -0.2 | -1.1 | -3.2 | 0.4 | 4.0 |
| 97 | 98 | 20200407 | 27.2 | 26.7 | 24.8 | 28.3 | 31.9 | 27.8 | -0.6 | -1.1 | -3.0 | 0.5 | 4.1 |
| 98 | 99 | 20200408 | 26.5 | 26.5 | 24.7 | 28.1 | 31.8 | 27.5 | -1.0 | -1.0 | -2.8 | 0.6 | 4.3 |
| 99 | 100 | 20200409 | 26.0 | 26.0 | 24.6 | 28.0 | 31.7 | 27.3 | -1.3 | -1.3 | -2.7 | 0.7 | 4.4 |