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 4 other fields | High correlation |
20센티미터() is highly overall correlated with 10센티미터() and 6 other fields | High correlation |
40센티미터() is highly overall correlated with 10센티미터() and 9 other fields | High correlation |
60센티미터() is highly overall correlated with 10센티미터() and 9 other fields | High correlation |
80센티미터() is highly overall correlated with 20센티미터() and 8 other fields | High correlation |
평균값() is highly overall correlated with 10센티미터() and 9 other fields | High correlation |
10센티미터 편차() is highly overall correlated with 40센티미터() and 7 other fields | High correlation |
20센티미터 편차() is highly overall correlated with 40센티미터() and 6 other fields | High correlation |
40센티미터 편차() is highly overall correlated with 20센티미터() and 8 other fields | High correlation |
60센티미터 편차() is highly overall correlated with 10센티미터() and 8 other fields | High correlation |
80센티미터 편차() is highly overall correlated with 40센티미터() and 7 other fields | High correlation |
순번() has unique values | Unique |
일자() has unique values | Unique |
Reproduction
| Analysis started | 2024-04-16 15:32:20.595404 |
|---|---|
| Analysis finished | 2024-04-16 15:32:36.316642 |
| Duration | 15.72 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 | 49 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.649 |
| Minimum | 36.9 |
|---|---|
| Maximum | 44.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 36.9 |
|---|---|
| 5-th percentile | 37.195 |
| Q1 | 38.475 |
| median | 39.35 |
| Q3 | 40.825 |
| 95-th percentile | 42.51 |
| Maximum | 44.4 |
| Range | 7.5 |
| Interquartile range (IQR) | 2.35 |
Descriptive statistics
| Standard deviation | 1.7166149 |
|---|---|
| Coefficient of variation (CV) | 0.043295288 |
| Kurtosis | 0.17589987 |
| Mean | 39.649 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 0.5548582 |
| Sum | 3964.9 |
| Variance | 2.9467667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 40.0 | 5 | 5.0% |
| 39.3 | 5 | 5.0% |
| 41.1 | 5 | 5.0% |
| 40.7 | 4 | 4.0% |
| 40.2 | 4 | 4.0% |
| 38.9 | 4 | 4.0% |
| 39.2 | 4 | 4.0% |
| 41.2 | 4 | 4.0% |
| 39.0 | 3 | 3.0% |
| 37.1 | 3 | 3.0% |
| Other values (39) | 59 |
| Value | Count | Frequency (%) |
| 36.9 | 2 | |
| 37.1 | 3 | |
| 37.2 | 3 | |
| 37.3 | 3 | |
| 37.4 | 1 | 1.0% |
| 37.5 | 1 | 1.0% |
| 37.6 | 2 | |
| 37.7 | 1 | 1.0% |
| 37.8 | 1 | 1.0% |
| 37.9 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 44.4 | 1 | |
| 44.3 | 2 | |
| 43.5 | 1 | |
| 42.7 | 1 | |
| 42.5 | 1 | |
| 42.1 | 1 | |
| 42.0 | 1 | |
| 41.9 | 1 | |
| 41.8 | 1 | |
| 41.7 | 2 |
20센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 53 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.432 |
| Minimum | 41.7 |
|---|---|
| Maximum | 50.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 41.7 |
|---|---|
| 5-th percentile | 42.095 |
| Q1 | 43.075 |
| median | 44 |
| Q3 | 45.625 |
| 95-th percentile | 47.36 |
| Maximum | 50.8 |
| Range | 9.1 |
| Interquartile range (IQR) | 2.55 |
Descriptive statistics
| Standard deviation | 1.8867363 |
|---|---|
| Coefficient of variation (CV) | 0.042463456 |
| Kurtosis | 1.6947485 |
| Mean | 44.432 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 1.1352412 |
| Sum | 4443.2 |
| Variance | 3.5597737 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 43.7 | 4 | 4.0% |
| 45.8 | 4 | 4.0% |
| 43.6 | 4 | 4.0% |
| 43.9 | 4 | 4.0% |
| 43.1 | 3 | 3.0% |
| 42.1 | 3 | 3.0% |
| 42.7 | 3 | 3.0% |
| 43.2 | 3 | 3.0% |
| 45.3 | 3 | 3.0% |
| 45.9 | 3 | 3.0% |
| Other values (43) | 66 |
| Value | Count | Frequency (%) |
| 41.7 | 1 | 1.0% |
| 41.9 | 2 | |
| 42.0 | 2 | |
| 42.1 | 3 | |
| 42.3 | 3 | |
| 42.4 | 2 | |
| 42.5 | 1 | 1.0% |
| 42.6 | 3 | |
| 42.7 | 3 | |
| 42.8 | 2 |
| Value | Count | Frequency (%) |
| 50.8 | 1 | |
| 50.5 | 1 | |
| 49.9 | 1 | |
| 49.5 | 1 | |
| 48.5 | 1 | |
| 47.3 | 1 | |
| 47.0 | 1 | |
| 46.9 | 1 | |
| 46.7 | 1 | |
| 46.5 | 1 |
40센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.771 |
| Minimum | 32.6 |
|---|---|
| Maximum | 46.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 32.6 |
|---|---|
| 5-th percentile | 33.2 |
| Q1 | 34.5 |
| median | 36.85 |
| Q3 | 40.9 |
| 95-th percentile | 44.725 |
| Maximum | 46.2 |
| Range | 13.6 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 3.7401263 |
|---|---|
| Coefficient of variation (CV) | 0.099021108 |
| Kurtosis | -0.83599874 |
| Mean | 37.771 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 0.55352341 |
| Sum | 3777.1 |
| Variance | 13.988544 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35.9 | 3 | 3.0% |
| 42.3 | 3 | 3.0% |
| 33.9 | 3 | 3.0% |
| 34.6 | 3 | 3.0% |
| 35.0 | 3 | 3.0% |
| 33.8 | 2 | 2.0% |
| 44.7 | 2 | 2.0% |
| 38.0 | 2 | 2.0% |
| 36.4 | 2 | 2.0% |
| 38.4 | 2 | 2.0% |
| Other values (61) | 75 |
| Value | Count | Frequency (%) |
| 32.6 | 1 | |
| 32.8 | 1 | |
| 32.9 | 1 | |
| 33.0 | 1 | |
| 33.2 | 2 | |
| 33.3 | 1 | |
| 33.4 | 2 | |
| 33.5 | 1 | |
| 33.6 | 1 | |
| 33.7 | 2 |
| Value | Count | Frequency (%) |
| 46.2 | 1 | |
| 45.5 | 2 | |
| 45.4 | 1 | |
| 45.2 | 1 | |
| 44.7 | 2 | |
| 44.1 | 1 | |
| 43.5 | 1 | |
| 43.3 | 1 | |
| 43.0 | 1 | |
| 42.9 | 1 |
60센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.679 |
| Minimum | 45 |
|---|---|
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 45.1 |
| Q1 | 45.975 |
| median | 46.3 |
| Q3 | 47.625 |
| 95-th percentile | 48.1 |
| Maximum | 48.2 |
| Range | 3.2 |
| Interquartile range (IQR) | 1.65 |
Descriptive statistics
| Standard deviation | 0.9771423 |
|---|---|
| Coefficient of variation (CV) | 0.020933231 |
| Kurtosis | -1.3399918 |
| Mean | 46.679 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.14391685 |
| Sum | 4667.9 |
| Variance | 0.95480707 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 46.2 | 15 | |
| 46.3 | 11 | 11.0% |
| 47.9 | 8 | 8.0% |
| 48.1 | 6 | 6.0% |
| 46.4 | 6 | 6.0% |
| 47.6 | 6 | 6.0% |
| 45.5 | 6 | 6.0% |
| 45.1 | 5 | 5.0% |
| 45.6 | 5 | 5.0% |
| 45.7 | 4 | 4.0% |
| Other values (15) | 28 |
| Value | Count | Frequency (%) |
| 45.0 | 1 | 1.0% |
| 45.1 | 5 | 5.0% |
| 45.4 | 1 | 1.0% |
| 45.5 | 6 | 6.0% |
| 45.6 | 5 | 5.0% |
| 45.7 | 4 | 4.0% |
| 45.8 | 2 | 2.0% |
| 45.9 | 1 | 1.0% |
| 46.0 | 1 | 1.0% |
| 46.2 | 15 |
| Value | Count | Frequency (%) |
| 48.2 | 4 | |
| 48.1 | 6 | |
| 48.0 | 2 | 2.0% |
| 47.9 | 8 | |
| 47.8 | 1 | 1.0% |
| 47.7 | 4 | |
| 47.6 | 6 | |
| 47.5 | 3 | 3.0% |
| 47.4 | 3 | 3.0% |
| 47.3 | 1 | 1.0% |
80센티미터()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.583 |
| Minimum | 29.1 |
|---|---|
| Maximum | 38.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 29.1 |
|---|---|
| 5-th percentile | 29.575 |
| Q1 | 30.3 |
| median | 36.05 |
| Q3 | 38.425 |
| 95-th percentile | 38.9 |
| Maximum | 38.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 8.125 |
Descriptive statistics
| Standard deviation | 4.0251496 |
|---|---|
| Coefficient of variation (CV) | 0.11639099 |
| Kurtosis | -1.9054269 |
| Mean | 34.583 |
| Median Absolute Deviation (MAD) | 2.85 |
| Skewness | -0.10808954 |
| Sum | 3458.3 |
| Variance | 16.201829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 38.9 | 15 | |
| 30.3 | 12 | |
| 38.2 | 10 | 10.0% |
| 30.1 | 8 | 8.0% |
| 38.4 | 7 | 7.0% |
| 38.7 | 6 | 6.0% |
| 29.1 | 5 | 5.0% |
| 30.5 | 4 | 4.0% |
| 30.2 | 4 | 4.0% |
| 38.3 | 3 | 3.0% |
| Other values (23) | 26 |
| Value | Count | Frequency (%) |
| 29.1 | 5 | |
| 29.6 | 1 | 1.0% |
| 30.1 | 8 | |
| 30.2 | 4 | 4.0% |
| 30.3 | 12 | |
| 30.4 | 2 | 2.0% |
| 30.5 | 4 | 4.0% |
| 30.6 | 1 | 1.0% |
| 30.7 | 1 | 1.0% |
| 30.9 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 38.9 | 15 | |
| 38.8 | 2 | 2.0% |
| 38.7 | 6 | 6.0% |
| 38.6 | 1 | 1.0% |
| 38.5 | 1 | 1.0% |
| 38.4 | 7 | |
| 38.3 | 3 | 3.0% |
| 38.2 | 10 | |
| 38.1 | 1 | 1.0% |
| 37.8 | 1 | 1.0% |
평균값()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 59 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.626 |
| Minimum | 37.2 |
|---|---|
| Maximum | 45.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 37.2 |
|---|---|
| 5-th percentile | 37.8 |
| Q1 | 38.675 |
| median | 40.35 |
| Q3 | 42.6 |
| 95-th percentile | 44.205 |
| Maximum | 45.3 |
| Range | 8.1 |
| Interquartile range (IQR) | 3.925 |
Descriptive statistics
| Standard deviation | 2.2215937 |
|---|---|
| Coefficient of variation (CV) | 0.054684039 |
| Kurtosis | -1.0990153 |
| Mean | 40.626 |
| Median Absolute Deviation (MAD) | 1.95 |
| Skewness | 0.32621385 |
| Sum | 4062.6 |
| Variance | 4.9354788 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38.0 | 4 | 4.0% |
| 41.8 | 4 | 4.0% |
| 37.8 | 4 | 4.0% |
| 43.1 | 3 | 3.0% |
| 39.0 | 3 | 3.0% |
| 39.3 | 3 | 3.0% |
| 43.2 | 3 | 3.0% |
| 38.6 | 3 | 3.0% |
| 38.3 | 3 | 3.0% |
| 41.3 | 3 | 3.0% |
| Other values (49) | 67 |
| Value | Count | Frequency (%) |
| 37.2 | 1 | 1.0% |
| 37.4 | 1 | 1.0% |
| 37.6 | 2 | |
| 37.8 | 4 | |
| 37.9 | 1 | 1.0% |
| 38.0 | 4 | |
| 38.1 | 2 | |
| 38.2 | 1 | 1.0% |
| 38.3 | 3 | |
| 38.4 | 2 |
| Value | Count | Frequency (%) |
| 45.3 | 2 | |
| 45.2 | 1 | |
| 45.1 | 1 | |
| 44.3 | 1 | |
| 44.2 | 1 | |
| 44.1 | 1 | |
| 44.0 | 1 | |
| 43.7 | 1 | |
| 43.5 | 2 | |
| 43.3 | 1 |
10센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 49 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.977 |
| Minimum | -3.2 |
|---|---|
| Maximum | 3.3 |
| Zeros | 1 |
| Zeros (%) | 1.0% |
| Negative | 67 |
| Negative (%) | 67.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -3.2 |
|---|---|
| 5-th percentile | -3.005 |
| Q1 | -2.3 |
| median | -1.15 |
| Q3 | 0.225 |
| 95-th percentile | 1.405 |
| Maximum | 3.3 |
| Range | 6.5 |
| Interquartile range (IQR) | 2.525 |
Descriptive statistics
| Standard deviation | 1.5002932 |
|---|---|
| Coefficient of variation (CV) | -1.5356123 |
| Kurtosis | -0.70664014 |
| Mean | -0.977 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.417923 |
| Sum | -97.7 |
| Variance | 2.2508798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| -2.1 | 6 | 6.0% |
| -2.6 | 4 | 4.0% |
| -2.4 | 4 | 4.0% |
| 0.2 | 4 | 4.0% |
| -2.5 | 4 | 4.0% |
| 0.3 | 4 | 4.0% |
| 0.4 | 3 | 3.0% |
| -2.3 | 3 | 3.0% |
| -1.4 | 3 | 3.0% |
| -1.6 | 3 | 3.0% |
| Other values (39) | 62 |
| Value | Count | Frequency (%) |
| -3.2 | 2 | |
| -3.1 | 3 | |
| -3.0 | 2 | |
| -2.9 | 2 | |
| -2.8 | 1 | 1.0% |
| -2.7 | 1 | 1.0% |
| -2.6 | 4 | |
| -2.5 | 4 | |
| -2.4 | 4 | |
| -2.3 | 3 |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 2.4 | 1 | |
| 1.7 | 1 | |
| 1.6 | 1 | |
| 1.5 | 1 | |
| 1.4 | 2 | |
| 1.2 | 2 | |
| 1.1 | 1 | |
| 1.0 | 1 | |
| 0.9 | 2 |
20센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.806 |
| Minimum | 2.4 |
|---|---|
| Maximum | 6.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2.4 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 2.8 |
| median | 4 |
| Q3 | 4.525 |
| 95-th percentile | 5.5 |
| Maximum | 6.2 |
| Range | 3.8 |
| Interquartile range (IQR) | 1.725 |
Descriptive statistics
| Standard deviation | 1.0345369 |
|---|---|
| Coefficient of variation (CV) | 0.27181738 |
| Kurtosis | -1.1069326 |
| Mean | 3.806 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.27938733 |
| Sum | 380.6 |
| Variance | 1.0702667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 2.6 | 12 | 12.0% |
| 2.5 | 6 | 6.0% |
| 4.4 | 6 | 6.0% |
| 4.1 | 5 | 5.0% |
| 4.0 | 5 | 5.0% |
| 4.3 | 5 | 5.0% |
| 3.1 | 5 | 5.0% |
| 2.7 | 4 | 4.0% |
| 3.0 | 4 | 4.0% |
| 2.8 | 4 | 4.0% |
| Other values (24) | 44 |
| Value | Count | Frequency (%) |
| 2.4 | 2 | 2.0% |
| 2.5 | 6 | |
| 2.6 | 12 | |
| 2.7 | 4 | 4.0% |
| 2.8 | 4 | 4.0% |
| 2.9 | 3 | 3.0% |
| 3.0 | 4 | 4.0% |
| 3.1 | 5 | |
| 3.2 | 1 | 1.0% |
| 3.3 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 6.2 | 1 | 1.0% |
| 5.9 | 1 | 1.0% |
| 5.7 | 2 | |
| 5.5 | 3 | |
| 5.4 | 1 | 1.0% |
| 5.3 | 3 | |
| 5.2 | 1 | 1.0% |
| 5.1 | 1 | 1.0% |
| 5.0 | 3 | |
| 4.9 | 2 |
40센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 45 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.855 |
| Minimum | -5.9 |
|---|---|
| Maximum | 1.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 92 |
| Negative (%) | 92.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -5.9 |
|---|---|
| 5-th percentile | -5 |
| Q1 | -4.2 |
| median | -3.2 |
| Q3 | -1.65 |
| 95-th percentile | 0.305 |
| Maximum | 1.2 |
| Range | 7.1 |
| Interquartile range (IQR) | 2.55 |
Descriptive statistics
| Standard deviation | 1.6625631 |
|---|---|
| Coefficient of variation (CV) | -0.58233385 |
| Kurtosis | -0.37504319 |
| Mean | -2.855 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.60071593 |
| Sum | -285.5 |
| Variance | 2.7641162 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| -4.2 | 7 | 7.0% |
| -3.2 | 7 | 7.0% |
| -3.1 | 6 | 6.0% |
| -4.9 | 5 | 5.0% |
| -5.0 | 5 | 5.0% |
| -2.9 | 5 | 5.0% |
| -1.5 | 4 | 4.0% |
| -3.3 | 4 | 4.0% |
| -3.5 | 4 | 4.0% |
| -0.9 | 3 | 3.0% |
| Other values (35) | 50 |
| Value | Count | Frequency (%) |
| -5.9 | 1 | 1.0% |
| -5.7 | 1 | 1.0% |
| -5.0 | 5 | |
| -4.9 | 5 | |
| -4.8 | 2 | 2.0% |
| -4.7 | 1 | 1.0% |
| -4.6 | 1 | 1.0% |
| -4.5 | 2 | 2.0% |
| -4.3 | 2 | 2.0% |
| -4.2 | 7 |
| Value | Count | Frequency (%) |
| 1.2 | 1 | |
| 0.9 | 2 | |
| 0.6 | 1 | |
| 0.4 | 1 | |
| 0.3 | 1 | |
| 0.2 | 1 | |
| 0.1 | 1 | |
| -0.2 | 1 | |
| -0.3 | 1 | |
| -0.4 | 1 |
60센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 46 |
|---|---|
| Distinct (%) | 46.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.053 |
| Minimum | 2.2 |
|---|---|
| Maximum | 8.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 3.78 |
| Q1 | 5.1 |
| median | 6.1 |
| Q3 | 7.225 |
| 95-th percentile | 7.905 |
| Maximum | 8.6 |
| Range | 6.4 |
| Interquartile range (IQR) | 2.125 |
Descriptive statistics
| Standard deviation | 1.4127454 |
|---|---|
| Coefficient of variation (CV) | 0.2333959 |
| Kurtosis | -0.095440491 |
| Mean | 6.053 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.51682424 |
| Sum | 605.3 |
| Variance | 1.9958495 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 7.7 | 5 | 5.0% |
| 5.7 | 5 | 5.0% |
| 4.5 | 5 | 5.0% |
| 5.6 | 5 | 5.0% |
| 7.1 | 4 | 4.0% |
| 6.8 | 4 | 4.0% |
| 5.3 | 4 | 4.0% |
| 4.9 | 4 | 4.0% |
| 7.0 | 3 | 3.0% |
| 5.4 | 3 | 3.0% |
| Other values (36) | 58 |
| Value | Count | Frequency (%) |
| 2.2 | 2 | 2.0% |
| 2.7 | 1 | 1.0% |
| 2.8 | 1 | 1.0% |
| 3.4 | 1 | 1.0% |
| 3.8 | 1 | 1.0% |
| 4.0 | 1 | 1.0% |
| 4.1 | 1 | 1.0% |
| 4.4 | 2 | 2.0% |
| 4.5 | 5 | |
| 4.6 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 8.6 | 1 | 1.0% |
| 8.4 | 1 | 1.0% |
| 8.2 | 1 | 1.0% |
| 8.1 | 1 | 1.0% |
| 8.0 | 1 | 1.0% |
| 7.9 | 2 | 2.0% |
| 7.8 | 1 | 1.0% |
| 7.7 | 5 | |
| 7.6 | 3 | |
| 7.5 | 3 |
80센티미터 편차()
Real number (ℝ)
HIGH CORRELATION
| Distinct | 53 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.043 |
| Minimum | -9.8 |
|---|---|
| Maximum | -2.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 100 |
| Negative (%) | 100.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -9.8 |
|---|---|
| 5-th percentile | -9.01 |
| Q1 | -8.1 |
| median | -6.35 |
| Q3 | -3.9 |
| 95-th percentile | -2.4 |
| Maximum | -2.1 |
| Range | 7.7 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 2.2602072 |
|---|---|
| Coefficient of variation (CV) | -0.37402071 |
| Kurtosis | -1.4653099 |
| Mean | -6.043 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.12669582 |
| Sum | -604.3 |
| Variance | 5.1085364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -8.1 | 5 | 5.0% |
| -3.9 | 5 | 5.0% |
| -8.9 | 4 | 4.0% |
| -8.3 | 4 | 4.0% |
| -7.8 | 4 | 4.0% |
| -3.4 | 4 | 4.0% |
| -9.2 | 3 | 3.0% |
| -4.8 | 3 | 3.0% |
| -3.5 | 3 | 3.0% |
| -2.4 | 3 | 3.0% |
| Other values (43) | 62 |
| Value | Count | Frequency (%) |
| -9.8 | 1 | 1.0% |
| -9.3 | 1 | 1.0% |
| -9.2 | 3 | |
| -9.0 | 2 | |
| -8.9 | 4 | |
| -8.8 | 1 | 1.0% |
| -8.7 | 2 | |
| -8.5 | 3 | |
| -8.4 | 1 | 1.0% |
| -8.3 | 4 |
| Value | Count | Frequency (%) |
| -2.1 | 1 | 1.0% |
| -2.2 | 1 | 1.0% |
| -2.3 | 1 | 1.0% |
| -2.4 | 3 | |
| -2.8 | 1 | 1.0% |
| -2.9 | 2 | |
| -3.0 | 1 | 1.0% |
| -3.2 | 1 | 1.0% |
| -3.3 | 1 | 1.0% |
| -3.4 | 4 |
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 순번() | 1.000 | 0.948 | 0.580 | 0.546 | 0.761 | 0.874 | 0.640 | 0.703 | 0.755 | 0.683 | 0.816 | 0.748 | 0.651 |
| 일자() | 0.948 | 1.000 | 0.567 | 0.546 | 0.668 | 0.717 | 0.503 | 0.624 | 0.608 | 0.537 | 0.712 | 0.740 | 0.570 |
| 10센티미터() | 0.580 | 0.567 | 1.000 | 0.919 | 0.729 | 0.744 | 0.477 | 0.894 | 0.824 | 0.638 | 0.746 | 0.852 | 0.783 |
| 20센티미터() | 0.546 | 0.546 | 0.919 | 1.000 | 0.869 | 0.684 | 0.148 | 0.925 | 0.619 | 0.723 | 0.801 | 0.950 | 0.886 |
| 40센티미터() | 0.761 | 0.668 | 0.729 | 0.869 | 1.000 | 0.848 | 0.693 | 0.932 | 0.726 | 0.755 | 0.907 | 0.909 | 0.896 |
| 60센티미터() | 0.874 | 0.717 | 0.744 | 0.684 | 0.848 | 1.000 | 0.769 | 0.832 | 0.806 | 0.748 | 0.794 | 0.719 | 0.774 |
| 80센티미터() | 0.640 | 0.503 | 0.477 | 0.148 | 0.693 | 0.769 | 1.000 | 0.707 | 0.637 | 0.687 | 0.572 | 0.583 | 0.671 |
| 평균값() | 0.703 | 0.624 | 0.894 | 0.925 | 0.932 | 0.832 | 0.707 | 1.000 | 0.729 | 0.780 | 0.849 | 0.942 | 0.919 |
| 10센티미터 편차() | 0.755 | 0.608 | 0.824 | 0.619 | 0.726 | 0.806 | 0.637 | 0.729 | 1.000 | 0.908 | 0.843 | 0.745 | 0.840 |
| 20센티미터 편차() | 0.683 | 0.537 | 0.638 | 0.723 | 0.755 | 0.748 | 0.687 | 0.780 | 0.908 | 1.000 | 0.741 | 0.799 | 0.902 |
| 40센티미터 편차() | 0.816 | 0.712 | 0.746 | 0.801 | 0.907 | 0.794 | 0.572 | 0.849 | 0.843 | 0.741 | 1.000 | 0.831 | 0.852 |
| 60센티미터 편차() | 0.748 | 0.740 | 0.852 | 0.950 | 0.909 | 0.719 | 0.583 | 0.942 | 0.745 | 0.799 | 0.831 | 1.000 | 0.919 |
| 80센티미터 편차() | 0.651 | 0.570 | 0.783 | 0.886 | 0.896 | 0.774 | 0.671 | 0.919 | 0.840 | 0.902 | 0.852 | 0.919 | 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 | 0.231 | -0.004 | -0.252 | 0.217 | 0.038 | -0.078 | 0.389 | 0.124 | -0.434 | 0.258 | -0.186 |
| 일자() | 1.000 | 1.000 | 0.231 | -0.004 | -0.252 | 0.217 | 0.038 | -0.078 | 0.389 | 0.124 | -0.434 | 0.258 | -0.186 |
| 10센티미터() | 0.231 | 0.231 | 1.000 | 0.913 | 0.590 | 0.654 | 0.455 | 0.746 | 0.019 | 0.038 | 0.383 | -0.705 | -0.014 |
| 20센티미터() | -0.004 | -0.004 | 0.913 | 1.000 | 0.815 | 0.783 | 0.637 | 0.906 | -0.312 | -0.195 | 0.640 | -0.875 | 0.233 |
| 40센티미터() | -0.252 | -0.252 | 0.590 | 0.815 | 1.000 | 0.815 | 0.863 | 0.958 | -0.735 | -0.599 | 0.918 | -0.938 | 0.625 |
| 60센티미터() | 0.217 | 0.217 | 0.654 | 0.783 | 0.815 | 1.000 | 0.866 | 0.885 | -0.598 | -0.605 | 0.653 | -0.731 | 0.562 |
| 80센티미터() | 0.038 | 0.038 | 0.455 | 0.637 | 0.863 | 0.866 | 1.000 | 0.863 | -0.765 | -0.784 | 0.717 | -0.790 | 0.802 |
| 평균값() | -0.078 | -0.078 | 0.746 | 0.906 | 0.958 | 0.885 | 0.863 | 1.000 | -0.628 | -0.530 | 0.794 | -0.951 | 0.573 |
| 10센티미터 편차() | 0.389 | 0.389 | 0.019 | -0.312 | -0.735 | -0.598 | -0.765 | -0.628 | 1.000 | 0.883 | -0.734 | 0.600 | -0.873 |
| 20센티미터 편차() | 0.124 | 0.124 | 0.038 | -0.195 | -0.599 | -0.605 | -0.784 | -0.530 | 0.883 | 1.000 | -0.542 | 0.471 | -0.914 |
| 40센티미터 편차() | -0.434 | -0.434 | 0.383 | 0.640 | 0.918 | 0.653 | 0.717 | 0.794 | -0.734 | -0.542 | 1.000 | -0.786 | 0.502 |
| 60센티미터 편차() | 0.258 | 0.258 | -0.705 | -0.875 | -0.938 | -0.731 | -0.790 | -0.951 | 0.600 | 0.471 | -0.786 | 1.000 | -0.563 |
| 80센티미터 편차() | -0.186 | -0.186 | -0.014 | 0.233 | 0.625 | 0.562 | 0.802 | 0.573 | -0.873 | -0.914 | 0.502 | -0.563 | 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 | 38.4 | 43.7 | 33.8 | 45.1 | 29.1 | 38.0 | 0.4 | 5.7 | -4.2 | 7.1 | -8.9 |
| 1 | 2 | 20200102 | 38.0 | 43.1 | 33.6 | 45.1 | 29.1 | 37.8 | 0.2 | 5.3 | -4.2 | 7.3 | -8.7 |
| 2 | 3 | 20200103 | 37.7 | 42.6 | 33.4 | 45.1 | 29.1 | 37.6 | 0.1 | 5.0 | -4.2 | 7.5 | -8.5 |
| 3 | 4 | 20200104 | 37.5 | 42.3 | 33.2 | 45.1 | 29.1 | 37.4 | 0.1 | 4.9 | -4.2 | 7.7 | -8.3 |
| 4 | 5 | 20200105 | 37.2 | 42.0 | 32.9 | 45.0 | 29.1 | 37.2 | 0.0 | 4.8 | -4.3 | 7.8 | -8.1 |
| 5 | 6 | 20200106 | 38.9 | 42.8 | 33.8 | 45.1 | 29.6 | 38.0 | 0.9 | 4.8 | -4.2 | 7.1 | -8.4 |
| 6 | 7 | 20200107 | 44.3 | 50.5 | 45.5 | 47.4 | 38.2 | 45.2 | -0.9 | 5.3 | 0.3 | 2.2 | -7.0 |
| 7 | 8 | 20200108 | 44.3 | 50.8 | 45.5 | 47.5 | 38.2 | 45.3 | -1.0 | 5.5 | 0.2 | 2.2 | -7.1 |
| 8 | 9 | 20200109 | 41.2 | 48.5 | 45.4 | 47.6 | 38.2 | 44.2 | -3.0 | 4.3 | 1.2 | 3.4 | -6.0 |
| 9 | 10 | 20200110 | 39.9 | 46.2 | 43.5 | 47.6 | 38.2 | 43.1 | -3.2 | 3.1 | 0.4 | 4.5 | -4.9 |
| 순번() | 일자() | 10센티미터() | 20센티미터() | 40센티미터() | 60센티미터() | 80센티미터() | 평균값() | 10센티미터 편차() | 20센티미터 편차() | 40센티미터 편차() | 60센티미터 편차() | 80센티미터 편차() | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 91 | 20200331 | 40.8 | 44.7 | 34.5 | 46.3 | 30.3 | 39.3 | 1.5 | 5.4 | -4.8 | 7.0 | -9.0 |
| 91 | 92 | 20200401 | 40.6 | 44.5 | 34.4 | 46.4 | 30.3 | 39.2 | 1.4 | 5.3 | -4.8 | 7.2 | -8.9 |
| 92 | 93 | 20200402 | 40.0 | 44.0 | 34.1 | 46.4 | 30.3 | 39.0 | 1.0 | 5.0 | -4.9 | 7.4 | -8.7 |
| 93 | 94 | 20200403 | 39.7 | 43.7 | 33.9 | 46.4 | 30.3 | 38.8 | 0.9 | 4.9 | -4.9 | 7.6 | -8.5 |
| 94 | 95 | 20200404 | 39.4 | 43.4 | 33.7 | 46.3 | 30.3 | 38.6 | 0.8 | 4.8 | -4.9 | 7.7 | -8.3 |
| 95 | 96 | 20200405 | 39.0 | 43.0 | 33.4 | 46.3 | 30.3 | 38.4 | 0.6 | 4.6 | -5.0 | 7.9 | -8.1 |
| 96 | 97 | 20200406 | 38.5 | 42.6 | 33.2 | 46.2 | 30.2 | 38.1 | 0.4 | 4.5 | -4.9 | 8.1 | -7.9 |
| 97 | 98 | 20200407 | 38.2 | 42.4 | 33.0 | 46.2 | 30.2 | 38.0 | 0.2 | 4.4 | -5.0 | 8.2 | -7.8 |
| 98 | 99 | 20200408 | 37.9 | 42.1 | 32.8 | 46.2 | 30.1 | 37.8 | 0.1 | 4.3 | -5.0 | 8.4 | -7.7 |
| 99 | 100 | 20200409 | 37.3 | 41.7 | 32.6 | 46.2 | 30.1 | 37.6 | -0.3 | 4.1 | -5.0 | 8.6 | -7.5 |