Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 134 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.3 KiB |
| Average record size in memory | 117.0 B |
Variable types
| Numeric | 12 |
|---|---|
| DateTime | 1 |
Dataset
| Description | 서산시 월별 지목별 토지통계로 번호, 년도, 월, 합계, 전, 답, 임야, 대지, 공장(용지), 공원, 체육(용지), 기타, 기준일을 제공합니다. |
|---|---|
| Author | 충청남도 |
| URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=451&beforeMenuCd=DOM_000000201001001000&publicdatapk=15000655 |
번호 is highly overall correlated with 년도 and 9 other fields | High correlation |
년도 is highly overall correlated with 번호 and 9 other fields | High correlation |
합계 is highly overall correlated with 번호 and 9 other fields | High correlation |
전 is highly overall correlated with 번호 and 8 other fields | High correlation |
답 is highly overall correlated with 번호 and 8 other fields | High correlation |
임야 is highly overall correlated with 번호 and 9 other fields | High correlation |
대지 is highly overall correlated with 번호 and 9 other fields | High correlation |
공장용지 is highly overall correlated with 번호 and 9 other fields | High correlation |
공원 is highly overall correlated with 번호 and 9 other fields | High correlation |
체육용지 is highly overall correlated with 번호 and 9 other fields | High correlation |
기타 is highly overall correlated with 번호 and 9 other fields | High correlation |
번호 has unique values | Unique |
기준일 has unique values | Unique |
Reproduction
| Analysis started | 2024-01-09 20:43:17.480504 |
|---|---|
| Analysis finished | 2024-01-09 20:43:30.169516 |
| Duration | 12.69 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
번호
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 134 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.5 |
| Minimum | 1 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7.65 |
| Q1 | 34.25 |
| median | 67.5 |
| Q3 | 100.75 |
| 95-th percentile | 127.35 |
| Maximum | 134 |
| Range | 133 |
| Interquartile range (IQR) | 66.5 |
Descriptive statistics
| Standard deviation | 38.826537 |
|---|---|
| Coefficient of variation (CV) | 0.57520796 |
| Kurtosis | -1.2 |
| Mean | 67.5 |
| Median Absolute Deviation (MAD) | 33.5 |
| Skewness | 0 |
| Sum | 9045 |
| Variance | 1507.5 |
| Monotonicity | Strictly decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 134 | 1 | 0.7% |
| 49 | 1 | 0.7% |
| 35 | 1 | 0.7% |
| 36 | 1 | 0.7% |
| 37 | 1 | 0.7% |
| 38 | 1 | 0.7% |
| 39 | 1 | 0.7% |
| 40 | 1 | 0.7% |
| 41 | 1 | 0.7% |
| 42 | 1 | 0.7% |
| Other values (124) | 124 |
| 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 (%) |
| 134 | 1 | |
| 133 | 1 | |
| 132 | 1 | |
| 131 | 1 | |
| 130 | 1 | |
| 129 | 1 | |
| 128 | 1 | |
| 127 | 1 | |
| 126 | 1 | |
| 125 | 1 |
년도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010.0896 |
| Minimum | 2005 |
|---|---|
| Maximum | 2016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2005 |
|---|---|
| 5-th percentile | 2005 |
| Q1 | 2007 |
| median | 2010 |
| Q3 | 2013 |
| 95-th percentile | 2015 |
| Maximum | 2016 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.2338963 |
|---|---|
| Coefficient of variation (CV) | 0.001608832 |
| Kurtosis | -1.1989941 |
| Mean | 2010.0896 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.013139852 |
| Sum | 269352 |
| Variance | 10.458086 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2015 | 12 | |
| 2014 | 12 | |
| 2013 | 12 | |
| 2012 | 12 | |
| 2011 | 12 | |
| 2010 | 12 | |
| 2009 | 12 | |
| 2008 | 12 | |
| 2007 | 12 | |
| 2006 | 12 | |
| Other values (2) | 14 |
| Value | Count | Frequency (%) |
| 2005 | 12 | |
| 2006 | 12 | |
| 2007 | 12 | |
| 2008 | 12 | |
| 2009 | 12 | |
| 2010 | 12 | |
| 2011 | 12 | |
| 2012 | 12 | |
| 2013 | 12 | |
| 2014 | 12 |
| Value | Count | Frequency (%) |
| 2016 | 2 | 1.5% |
| 2015 | 12 | |
| 2014 | 12 | |
| 2013 | 12 | |
| 2012 | 12 | |
| 2011 | 12 | |
| 2010 | 12 | |
| 2009 | 12 | |
| 2008 | 12 | |
| 2007 | 12 |
월
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4253731 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4930153 |
|---|---|
| Coefficient of variation (CV) | 0.5436284 |
| Kurtosis | -1.2339063 |
| Mean | 6.4253731 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.018958527 |
| Sum | 861 |
| Variance | 12.201156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 12 | |
| 12 | 11 | |
| 11 | 11 | |
| 10 | 11 | |
| 9 | 11 | |
| 8 | 11 | |
| 7 | 11 | |
| 6 | 11 | |
| 5 | 11 | |
| Other values (2) | 22 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 12 | |
| 3 | 11 | |
| 4 | 11 | |
| 5 | 11 | |
| 6 | 11 | |
| 7 | 11 | |
| 8 | 11 | |
| 9 | 11 | |
| 10 | 11 |
| Value | Count | Frequency (%) |
| 12 | 11 | |
| 11 | 11 | |
| 10 | 11 | |
| 9 | 11 | |
| 8 | 11 | |
| 7 | 11 | |
| 6 | 11 | |
| 5 | 11 | |
| 4 | 11 | |
| 3 | 11 |
합계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 99 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 740.61884 |
| Minimum | 739.908 |
|---|---|
| Maximum | 741.194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 739.908 |
|---|---|
| 5-th percentile | 740.36085 |
| Q1 | 740.552 |
| median | 740.6075 |
| Q3 | 740.79075 |
| 95-th percentile | 740.8257 |
| Maximum | 741.194 |
| Range | 1.286 |
| Interquartile range (IQR) | 0.23875 |
Descriptive statistics
| Standard deviation | 0.2014712 |
|---|---|
| Coefficient of variation (CV) | 0.00027203089 |
| Kurtosis | 2.3005499 |
| Mean | 740.61884 |
| Median Absolute Deviation (MAD) | 0.181 |
| Skewness | -0.45430722 |
| Sum | 99242.925 |
| Variance | 0.040590644 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 740.661 | 4 | 3.0% |
| 740.79 | 4 | 3.0% |
| 740.562 | 4 | 3.0% |
| 740.542 | 3 | 2.2% |
| 740.818 | 3 | 2.2% |
| 740.552 | 3 | 2.2% |
| 740.663 | 3 | 2.2% |
| 740.825 | 3 | 2.2% |
| 740.398 | 2 | 1.5% |
| 740.664 | 2 | 1.5% |
| Other values (89) | 103 |
| Value | Count | Frequency (%) |
| 739.908 | 1 | |
| 739.938 | 1 | |
| 739.954 | 1 | |
| 740.326 | 1 | |
| 740.327 | 1 | |
| 740.328 | 1 | |
| 740.355 | 1 | |
| 740.364 | 1 | |
| 740.368 | 1 | |
| 740.373 | 1 |
| Value | Count | Frequency (%) |
| 741.194 | 1 | 0.7% |
| 741.193 | 1 | 0.7% |
| 741.186 | 1 | 0.7% |
| 740.844 | 1 | 0.7% |
| 740.842 | 1 | 0.7% |
| 740.841 | 1 | 0.7% |
| 740.827 | 1 | 0.7% |
| 740.825 | 3 | |
| 740.821 | 1 | 0.7% |
| 740.818 | 3 |
전
Real number (ℝ)
HIGH CORRELATION
| Distinct | 126 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.511343 |
| Minimum | 77.689 |
|---|---|
| Maximum | 80.148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 77.689 |
|---|---|
| 5-th percentile | 77.74255 |
| Q1 | 77.811 |
| median | 78.0095 |
| Q3 | 79.178 |
| 95-th percentile | 79.96005 |
| Maximum | 80.148 |
| Range | 2.459 |
| Interquartile range (IQR) | 1.367 |
Descriptive statistics
| Standard deviation | 0.82851445 |
|---|---|
| Coefficient of variation (CV) | 0.010552799 |
| Kurtosis | -1.2543205 |
| Mean | 78.511343 |
| Median Absolute Deviation (MAD) | 0.255 |
| Skewness | 0.61285292 |
| Sum | 10520.52 |
| Variance | 0.6864362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 77.756 | 2 | 1.5% |
| 79.147 | 2 | 1.5% |
| 79.157 | 2 | 1.5% |
| 77.813 | 2 | 1.5% |
| 77.811 | 2 | 1.5% |
| 77.816 | 2 | 1.5% |
| 77.786 | 2 | 1.5% |
| 77.76 | 2 | 1.5% |
| 77.747 | 1 | 0.7% |
| 77.72 | 1 | 0.7% |
| Other values (116) | 116 |
| Value | Count | Frequency (%) |
| 77.689 | 1 | |
| 77.691 | 1 | |
| 77.708 | 1 | |
| 77.716 | 1 | |
| 77.72 | 1 | |
| 77.723 | 1 | |
| 77.738 | 1 | |
| 77.745 | 1 | |
| 77.747 | 1 | |
| 77.752 | 1 |
| Value | Count | Frequency (%) |
| 80.148 | 1 | |
| 80.146 | 1 | |
| 80.129 | 1 | |
| 80.105 | 1 | |
| 80.096 | 1 | |
| 80.055 | 1 | |
| 80.027 | 1 | |
| 79.924 | 1 | |
| 79.917 | 1 | |
| 79.902 | 1 |
답
Real number (ℝ)
HIGH CORRELATION
| Distinct | 129 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.59565 |
| Minimum | 195.803 |
|---|---|
| Maximum | 198.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 195.803 |
|---|---|
| 5-th percentile | 196.006 |
| Q1 | 197.23575 |
| median | 197.761 |
| Q3 | 198.25575 |
| 95-th percentile | 198.4007 |
| Maximum | 198.62 |
| Range | 2.817 |
| Interquartile range (IQR) | 1.02 |
Descriptive statistics
| Standard deviation | 0.77911464 |
|---|---|
| Coefficient of variation (CV) | 0.0039429747 |
| Kurtosis | -0.10697799 |
| Mean | 197.59565 |
| Median Absolute Deviation (MAD) | 0.507 |
| Skewness | -0.96198547 |
| Sum | 26477.817 |
| Variance | 0.60701963 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 198.321 | 3 | 2.2% |
| 197.676 | 2 | 1.5% |
| 197.446 | 2 | 1.5% |
| 197.136 | 2 | 1.5% |
| 197.758 | 1 | 0.7% |
| 197.73 | 1 | 0.7% |
| 197.737 | 1 | 0.7% |
| 197.751 | 1 | 0.7% |
| 197.764 | 1 | 0.7% |
| 197.684 | 1 | 0.7% |
| Other values (119) | 119 |
| Value | Count | Frequency (%) |
| 195.803 | 1 | |
| 195.82 | 1 | |
| 195.853 | 1 | |
| 195.862 | 1 | |
| 195.885 | 1 | |
| 195.953 | 1 | |
| 195.967 | 1 | |
| 196.027 | 1 | |
| 196.043 | 1 | |
| 196.059 | 1 |
| Value | Count | Frequency (%) |
| 198.62 | 1 | |
| 198.617 | 1 | |
| 198.609 | 1 | |
| 198.496 | 1 | |
| 198.425 | 1 | |
| 198.409 | 1 | |
| 198.402 | 1 | |
| 198.4 | 1 | |
| 198.397 | 1 | |
| 198.387 | 1 |
임야
Real number (ℝ)
HIGH CORRELATION
| Distinct | 133 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304.59088 |
| Minimum | 291.96 |
|---|---|
| Maximum | 313.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 291.96 |
|---|---|
| 5-th percentile | 292.28845 |
| Q1 | 296.77075 |
| median | 308.886 |
| Q3 | 310.9265 |
| 95-th percentile | 312.52045 |
| Maximum | 313.51 |
| Range | 21.55 |
| Interquartile range (IQR) | 14.15575 |
Descriptive statistics
| Standard deviation | 7.5980043 |
|---|---|
| Coefficient of variation (CV) | 0.02494495 |
| Kurtosis | -1.3863251 |
| Mean | 304.59088 |
| Median Absolute Deviation (MAD) | 3.2455 |
| Skewness | -0.55552665 |
| Sum | 40815.178 |
| Variance | 57.729669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 309.563 | 2 | 1.5% |
| 291.96 | 1 | 0.7% |
| 310.456 | 1 | 0.7% |
| 310.241 | 1 | 0.7% |
| 310.29 | 1 | 0.7% |
| 310.329 | 1 | 0.7% |
| 310.378 | 1 | 0.7% |
| 310.428 | 1 | 0.7% |
| 310.508 | 1 | 0.7% |
| 310.087 | 1 | 0.7% |
| Other values (123) | 123 |
| Value | Count | Frequency (%) |
| 291.96 | 1 | |
| 291.978 | 1 | |
| 292.017 | 1 | |
| 292.06 | 1 | |
| 292.143 | 1 | |
| 292.217 | 1 | |
| 292.254 | 1 | |
| 292.307 | 1 | |
| 292.445 | 1 | |
| 292.479 | 1 |
| Value | Count | Frequency (%) |
| 313.51 | 1 | |
| 313.497 | 1 | |
| 313.464 | 1 | |
| 312.683 | 1 | |
| 312.665 | 1 | |
| 312.578 | 1 | |
| 312.551 | 1 | |
| 312.504 | 1 | |
| 312.452 | 1 | |
| 312.4 | 1 |
대지
Real number (ℝ)
HIGH CORRELATION
| Distinct | 133 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.401328 |
| Minimum | 14.189 |
|---|---|
| Maximum | 19.023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 14.189 |
|---|---|
| 5-th percentile | 14.3354 |
| Q1 | 15.41525 |
| median | 16.232 |
| Q3 | 17.35375 |
| 95-th percentile | 18.73055 |
| Maximum | 19.023 |
| Range | 4.834 |
| Interquartile range (IQR) | 1.9385 |
Descriptive statistics
| Standard deviation | 1.378274 |
|---|---|
| Coefficient of variation (CV) | 0.084034289 |
| Kurtosis | -0.97166067 |
| Mean | 16.401328 |
| Median Absolute Deviation (MAD) | 1.034 |
| Skewness | 0.20043327 |
| Sum | 2197.778 |
| Variance | 1.8996391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.692 | 2 | 1.5% |
| 19.023 | 1 | 0.7% |
| 15.579 | 1 | 0.7% |
| 15.658 | 1 | 0.7% |
| 15.645 | 1 | 0.7% |
| 15.63 | 1 | 0.7% |
| 15.611 | 1 | 0.7% |
| 15.594 | 1 | 0.7% |
| 15.568 | 1 | 0.7% |
| 15.69 | 1 | 0.7% |
| Other values (123) | 123 |
| Value | Count | Frequency (%) |
| 14.189 | 1 | |
| 14.203 | 1 | |
| 14.216 | 1 | |
| 14.224 | 1 | |
| 14.256 | 1 | |
| 14.286 | 1 | |
| 14.325 | 1 | |
| 14.341 | 1 | |
| 14.372 | 1 | |
| 14.401 | 1 |
| Value | Count | Frequency (%) |
| 19.023 | 1 | |
| 18.996 | 1 | |
| 18.918 | 1 | |
| 18.886 | 1 | |
| 18.851 | 1 | |
| 18.791 | 1 | |
| 18.752 | 1 | |
| 18.719 | 1 | |
| 18.669 | 1 | |
| 18.629 | 1 |
공장용지
Real number (ℝ)
HIGH CORRELATION
| Distinct | 93 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.691687 |
| Minimum | 9.271 |
|---|---|
| Maximum | 17.078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 9.271 |
|---|---|
| 5-th percentile | 10.89895 |
| Q1 | 11.2985 |
| median | 11.653 |
| Q3 | 13.8725 |
| 95-th percentile | 17.0514 |
| Maximum | 17.078 |
| Range | 7.807 |
| Interquartile range (IQR) | 2.574 |
Descriptive statistics
| Standard deviation | 2.1902473 |
|---|---|
| Coefficient of variation (CV) | 0.17257338 |
| Kurtosis | -0.20438455 |
| Mean | 12.691687 |
| Median Absolute Deviation (MAD) | 0.392 |
| Skewness | 1.104509 |
| Sum | 1700.686 |
| Variance | 4.7971832 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11.261 | 5 | 3.7% |
| 11.653 | 4 | 3.0% |
| 11.64 | 3 | 2.2% |
| 11.378 | 3 | 2.2% |
| 11.272 | 3 | 2.2% |
| 15.482 | 3 | 2.2% |
| 10.953 | 3 | 2.2% |
| 17.054 | 3 | 2.2% |
| 11.176 | 2 | 1.5% |
| 9.272 | 2 | 1.5% |
| Other values (83) | 103 |
| Value | Count | Frequency (%) |
| 9.271 | 1 | 0.7% |
| 9.272 | 2 | |
| 10.845 | 1 | 0.7% |
| 10.85 | 1 | 0.7% |
| 10.854 | 1 | 0.7% |
| 10.871 | 1 | 0.7% |
| 10.914 | 1 | 0.7% |
| 10.942 | 1 | 0.7% |
| 10.947 | 1 | 0.7% |
| 10.953 | 3 |
| Value | Count | Frequency (%) |
| 17.078 | 1 | 0.7% |
| 17.065 | 1 | 0.7% |
| 17.058 | 2 | |
| 17.054 | 3 | |
| 17.05 | 1 | 0.7% |
| 17.021 | 2 | |
| 16.988 | 1 | 0.7% |
| 16.968 | 1 | 0.7% |
| 16.964 | 2 | |
| 16.961 | 1 | 0.7% |
공원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71749254 |
| Minimum | 0 |
|---|---|
| Maximum | 1.659 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.395 |
| Q1 | 0.418 |
| median | 0.46 |
| Q3 | 1.034 |
| 95-th percentile | 1.659 |
| Maximum | 1.659 |
| Range | 1.659 |
| Interquartile range (IQR) | 0.616 |
Descriptive statistics
| Standard deviation | 0.47058924 |
|---|---|
| Coefficient of variation (CV) | 0.65588033 |
| Kurtosis | -0.24345434 |
| Mean | 0.71749254 |
| Median Absolute Deviation (MAD) | 0.049 |
| Skewness | 1.1810921 |
| Sum | 96.144 |
| Variance | 0.22145424 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.418 | 22 | |
| 1.034 | 10 | 7.5% |
| 0.46 | 10 | 7.5% |
| 0.395 | 9 | 6.7% |
| 1.659 | 8 | 6.0% |
| 0.459 | 7 | 5.2% |
| 0.402 | 6 | 4.5% |
| 1.642 | 5 | 3.7% |
| 1.641 | 5 | 3.7% |
| 0.404 | 5 | 3.7% |
| Other values (21) | 47 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 0.7% |
| 0.395 | 9 | |
| 0.402 | 6 | 4.5% |
| 0.404 | 5 | 3.7% |
| 0.408 | 2 | 1.5% |
| 0.41 | 1 | 0.7% |
| 0.411 | 5 | 3.7% |
| 0.418 | 22 | |
| 0.459 | 7 | 5.2% |
| 0.46 | 10 |
| Value | Count | Frequency (%) |
| 1.659 | 8 | |
| 1.658 | 2 | 1.5% |
| 1.649 | 1 | 0.7% |
| 1.642 | 5 | |
| 1.641 | 5 | |
| 1.387 | 1 | 0.7% |
| 1.289 | 2 | 1.5% |
| 1.286 | 1 | 0.7% |
| 1.284 | 1 | 0.7% |
| 1.273 | 1 | 0.7% |
체육용지
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57796269 |
| Minimum | 0.156 |
|---|---|
| Maximum | 1.066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0.156 |
|---|---|
| 5-th percentile | 0.156 |
| Q1 | 0.196 |
| median | 0.237 |
| Q3 | 0.982 |
| 95-th percentile | 1.066 |
| Maximum | 1.066 |
| Range | 0.91 |
| Interquartile range (IQR) | 0.786 |
Descriptive statistics
| Standard deviation | 0.40628377 |
|---|---|
| Coefficient of variation (CV) | 0.70295848 |
| Kurtosis | -1.9835344 |
| Mean | 0.57796269 |
| Median Absolute Deviation (MAD) | 0.081 |
| Skewness | 0.12564162 |
| Sum | 77.447 |
| Variance | 0.1650665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0.196 | 20 | |
| 0.156 | 15 | |
| 0.982 | 15 | |
| 0.968 | 14 | |
| 0.229 | 13 | |
| 1.066 | 9 | 6.7% |
| 1.063 | 6 | 4.5% |
| 0.999 | 6 | 4.5% |
| 0.16 | 4 | 3.0% |
| 0.981 | 4 | 3.0% |
| Other values (14) | 28 |
| Value | Count | Frequency (%) |
| 0.156 | 15 | |
| 0.16 | 4 | 3.0% |
| 0.186 | 3 | 2.2% |
| 0.196 | 20 | |
| 0.197 | 1 | 0.7% |
| 0.198 | 1 | 0.7% |
| 0.199 | 1 | 0.7% |
| 0.205 | 1 | 0.7% |
| 0.227 | 1 | 0.7% |
| 0.228 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 1.066 | 9 | |
| 1.063 | 6 | 4.5% |
| 1.054 | 1 | 0.7% |
| 1.045 | 2 | 1.5% |
| 1.043 | 3 | 2.2% |
| 0.999 | 6 | 4.5% |
| 0.982 | 15 | |
| 0.981 | 4 | 3.0% |
| 0.98 | 3 | 2.2% |
| 0.968 | 14 |
기타
Real number (ℝ)
HIGH CORRELATION
| Distinct | 132 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.53251 |
| Minimum | 125.442 |
|---|---|
| Maximum | 135.685 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 125.442 |
|---|---|
| 5-th percentile | 125.80635 |
| Q1 | 126.6665 |
| median | 127.924 |
| Q3 | 133.54625 |
| 95-th percentile | 134.8701 |
| Maximum | 135.685 |
| Range | 10.243 |
| Interquartile range (IQR) | 6.87975 |
Descriptive statistics
| Standard deviation | 3.5273253 |
|---|---|
| Coefficient of variation (CV) | 0.027231196 |
| Kurtosis | -1.4857312 |
| Mean | 129.53251 |
| Median Absolute Deviation (MAD) | 1.9575 |
| Skewness | 0.51314352 |
| Sum | 17357.357 |
| Variance | 12.442024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.077 | 2 | 1.5% |
| 127.909 | 2 | 1.5% |
| 126.869 | 1 | 0.7% |
| 126.988 | 1 | 0.7% |
| 126.967 | 1 | 0.7% |
| 126.952 | 1 | 0.7% |
| 126.937 | 1 | 0.7% |
| 126.889 | 1 | 0.7% |
| 135.685 | 1 | 0.7% |
| 127.139 | 1 | 0.7% |
| Other values (122) | 122 |
| Value | Count | Frequency (%) |
| 125.442 | 1 | |
| 125.493 | 1 | |
| 125.496 | 1 | |
| 125.743 | 1 | |
| 125.744 | 1 | |
| 125.756 | 1 | |
| 125.781 | 1 | |
| 125.82 | 1 | |
| 125.829 | 1 | |
| 125.842 | 1 |
| Value | Count | Frequency (%) |
| 135.685 | 1 | |
| 135.663 | 1 | |
| 135.644 | 1 | |
| 135.229 | 1 | |
| 135.115 | 1 | |
| 134.968 | 1 | |
| 134.952 | 1 | |
| 134.826 | 1 | |
| 134.731 | 1 | |
| 134.717 | 1 |
기준일
Date
UNIQUE
| Distinct | 134 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| Minimum | 2005-01-31 00:00:00 |
|---|---|
| Maximum | 2016-02-29 00:00:00 |
Histogram with fixed size bins (bins=50)
| 번호 | 년도 | 월 | 합계 | 전 | 답 | 임야 | 대지 | 공장용지 | 공원 | 체육용지 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 번호 | 1.000 | 0.983 | 0.000 | 0.835 | 0.943 | 0.891 | 0.919 | 0.983 | 0.885 | 0.820 | 0.896 | 0.918 |
| 년도 | 0.983 | 1.000 | 0.000 | 0.847 | 0.914 | 0.891 | 0.934 | 0.980 | 0.893 | 0.792 | 0.957 | 0.915 |
| 월 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 합계 | 0.835 | 0.847 | 0.000 | 1.000 | 0.696 | 0.726 | 0.783 | 0.821 | 0.939 | 0.897 | 0.737 | 0.790 |
| 전 | 0.943 | 0.914 | 0.000 | 0.696 | 1.000 | 0.753 | 0.903 | 0.936 | 0.838 | 0.813 | 0.849 | 0.843 |
| 답 | 0.891 | 0.891 | 0.000 | 0.726 | 0.753 | 1.000 | 0.826 | 0.892 | 0.779 | 0.719 | 0.769 | 0.928 |
| 임야 | 0.919 | 0.934 | 0.000 | 0.783 | 0.903 | 0.826 | 1.000 | 0.929 | 0.917 | 0.864 | 0.987 | 0.889 |
| 대지 | 0.983 | 0.980 | 0.000 | 0.821 | 0.936 | 0.892 | 0.929 | 1.000 | 0.895 | 0.845 | 0.898 | 0.897 |
| 공장용지 | 0.885 | 0.893 | 0.000 | 0.939 | 0.838 | 0.779 | 0.917 | 0.895 | 1.000 | 0.995 | 0.777 | 0.766 |
| 공원 | 0.820 | 0.792 | 0.000 | 0.897 | 0.813 | 0.719 | 0.864 | 0.845 | 0.995 | 1.000 | 0.690 | 0.710 |
| 체육용지 | 0.896 | 0.957 | 0.000 | 0.737 | 0.849 | 0.769 | 0.987 | 0.898 | 0.777 | 0.690 | 1.000 | 0.842 |
| 기타 | 0.918 | 0.915 | 0.000 | 0.790 | 0.843 | 0.928 | 0.889 | 0.897 | 0.766 | 0.710 | 0.842 | 1.000 |
| 번호 | 년도 | 월 | 합계 | 전 | 답 | 임야 | 대지 | 공장용지 | 공원 | 체육용지 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 번호 | 1.000 | 0.996 | 0.050 | 0.947 | 0.583 | -0.602 | -1.000 | 1.000 | 1.000 | 0.919 | 0.994 | 0.973 |
| 년도 | 0.996 | 1.000 | -0.037 | 0.938 | 0.583 | -0.596 | -0.996 | 0.996 | 0.996 | 0.924 | 0.992 | 0.970 |
| 월 | 0.050 | -0.037 | 1.000 | 0.107 | 0.011 | -0.060 | -0.050 | 0.049 | 0.053 | -0.048 | 0.035 | 0.042 |
| 합계 | 0.947 | 0.938 | 0.107 | 1.000 | 0.561 | -0.525 | -0.947 | 0.947 | 0.947 | 0.871 | 0.941 | 0.902 |
| 전 | 0.583 | 0.583 | 0.011 | 0.561 | 1.000 | -0.073 | -0.583 | 0.583 | 0.583 | 0.625 | 0.584 | 0.553 |
| 답 | -0.602 | -0.596 | -0.060 | -0.525 | -0.073 | 1.000 | 0.602 | -0.601 | -0.602 | -0.544 | -0.587 | -0.725 |
| 임야 | -1.000 | -0.996 | -0.050 | -0.947 | -0.583 | 0.602 | 1.000 | -1.000 | -1.000 | -0.919 | -0.994 | -0.973 |
| 대지 | 1.000 | 0.996 | 0.049 | 0.947 | 0.583 | -0.601 | -1.000 | 1.000 | 0.999 | 0.920 | 0.994 | 0.973 |
| 공장용지 | 1.000 | 0.996 | 0.053 | 0.947 | 0.583 | -0.602 | -1.000 | 0.999 | 1.000 | 0.919 | 0.994 | 0.973 |
| 공원 | 0.919 | 0.924 | -0.048 | 0.871 | 0.625 | -0.544 | -0.919 | 0.920 | 0.919 | 1.000 | 0.918 | 0.895 |
| 체육용지 | 0.994 | 0.992 | 0.035 | 0.941 | 0.584 | -0.587 | -0.994 | 0.994 | 0.994 | 0.918 | 1.000 | 0.966 |
| 기타 | 0.973 | 0.970 | 0.042 | 0.902 | 0.553 | -0.725 | -0.973 | 0.973 | 0.973 | 0.895 | 0.966 | 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.
| 번호 | 년도 | 월 | 합계 | 전 | 답 | 임야 | 대지 | 공장용지 | 공원 | 체육용지 | 기타 | 기준일 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 134 | 2016 | 2 | 741.193 | 78.919 | 195.803 | 291.96 | 19.023 | 17.078 | 1.659 | 1.066 | 135.685 | 2016-02-29 |
| 1 | 133 | 2016 | 1 | 741.194 | 78.947 | 195.82 | 291.978 | 18.996 | 17.065 | 1.659 | 1.066 | 135.663 | 2016-01-31 |
| 2 | 132 | 2015 | 12 | 741.186 | 78.971 | 195.853 | 292.017 | 18.918 | 17.058 | 1.659 | 1.066 | 135.644 | 2015-12-31 |
| 3 | 131 | 2015 | 11 | 740.799 | 78.979 | 195.862 | 292.06 | 18.886 | 17.058 | 1.659 | 1.066 | 135.229 | 2015-11-30 |
| 4 | 130 | 2015 | 10 | 740.79 | 79.017 | 195.885 | 292.143 | 18.851 | 17.054 | 1.659 | 1.066 | 135.115 | 2015-10-31 |
| 5 | 129 | 2015 | 9 | 740.798 | 79.09 | 195.953 | 292.217 | 18.791 | 17.054 | 1.659 | 1.066 | 134.968 | 2015-09-30 |
| 6 | 128 | 2015 | 8 | 740.801 | 79.097 | 195.967 | 292.254 | 18.752 | 17.054 | 1.659 | 1.066 | 134.952 | 2015-08-31 |
| 7 | 127 | 2015 | 7 | 740.8 | 79.147 | 196.027 | 292.307 | 18.719 | 17.05 | 1.658 | 1.066 | 134.826 | 2015-07-31 |
| 8 | 126 | 2015 | 6 | 740.814 | 79.181 | 196.043 | 292.445 | 18.669 | 17.021 | 1.658 | 1.066 | 134.731 | 2015-06-30 |
| 9 | 125 | 2015 | 5 | 740.814 | 79.187 | 196.059 | 292.479 | 18.629 | 17.021 | 1.659 | 1.063 | 134.717 | 2015-05-31 |
| 번호 | 년도 | 월 | 합계 | 전 | 답 | 임야 | 대지 | 공장용지 | 공원 | 체육용지 | 기타 | 기준일 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 124 | 10 | 2005 | 10 | 740.376 | 78.001 | 198.214 | 312.4 | 14.401 | 10.947 | 0.395 | 0.156 | 125.861 | 2005-10-31 |
| 125 | 9 | 2005 | 9 | 740.406 | 78.018 | 198.229 | 312.452 | 14.372 | 10.942 | 0.395 | 0.156 | 125.842 | 2005-09-30 |
| 126 | 8 | 2005 | 8 | 740.411 | 78.03 | 198.243 | 312.504 | 14.341 | 10.914 | 0.395 | 0.156 | 125.829 | 2005-08-31 |
| 127 | 7 | 2005 | 7 | 740.402 | 78.054 | 198.27 | 312.551 | 14.325 | 10.871 | 0.395 | 0.156 | 125.781 | 2005-07-31 |
| 128 | 6 | 2005 | 6 | 740.395 | 78.081 | 198.29 | 312.578 | 14.286 | 10.854 | 0.395 | 0.156 | 125.756 | 2005-06-30 |
| 129 | 5 | 2005 | 5 | 740.399 | 78.026 | 198.306 | 312.665 | 14.256 | 10.85 | 0.395 | 0.156 | 125.744 | 2005-05-31 |
| 130 | 4 | 2005 | 4 | 740.404 | 78.044 | 198.321 | 312.683 | 14.216 | 10.845 | 0.395 | 0.156 | 125.743 | 2005-04-30 |
| 131 | 3 | 2005 | 3 | 739.938 | 78.138 | 198.62 | 313.464 | 14.224 | 9.271 | 0.572 | 0.156 | 125.493 | 2005-03-31 |
| 132 | 2 | 2005 | 2 | 739.954 | 78.149 | 198.609 | 313.497 | 14.203 | 9.272 | 0.572 | 0.156 | 125.496 | 2005-02-28 |
| 133 | 1 | 2005 | 1 | 739.908 | 78.15 | 198.617 | 313.51 | 14.189 | 9.272 | 0.572 | 0.156 | 125.442 | 2005-01-31 |