Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 2392 |
| Missing cells | 2920 |
| Missing cells (%) | 6.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 397.2 KiB |
| Average record size in memory | 170.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 18 |
Dataset
| Description | 한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 토지 거래현황의 연도별 거래규모별(필지수) 데이터입니다.- (단위 : 필지수)- 공표시기 : 익월 말일경 |
|---|---|
| Author | 한국부동산원 |
| URL | https://www.data.go.kr/data/15068566/fileData.do |
2006 is highly overall correlated with 2007 and 16 other fields | High correlation |
2007 is highly overall correlated with 2006 and 16 other fields | High correlation |
2008 is highly overall correlated with 2006 and 16 other fields | High correlation |
2009 is highly overall correlated with 2006 and 16 other fields | High correlation |
2010 is highly overall correlated with 2006 and 16 other fields | High correlation |
2011 is highly overall correlated with 2006 and 16 other fields | High correlation |
2012 is highly overall correlated with 2006 and 16 other fields | High correlation |
2013 is highly overall correlated with 2006 and 16 other fields | High correlation |
2014 is highly overall correlated with 2006 and 16 other fields | High correlation |
2015 is highly overall correlated with 2006 and 16 other fields | High correlation |
2016 is highly overall correlated with 2006 and 16 other fields | High correlation |
2017 is highly overall correlated with 2006 and 16 other fields | High correlation |
2018 is highly overall correlated with 2006 and 16 other fields | High correlation |
2019 is highly overall correlated with 2006 and 16 other fields | High correlation |
2020 is highly overall correlated with 2006 and 16 other fields | High correlation |
2021 is highly overall correlated with 2006 and 16 other fields | High correlation |
2022 is highly overall correlated with 2006 and 16 other fields | High correlation |
2023 is highly overall correlated with 2006 and 16 other fields | High correlation |
2006 has 176 (7.4%) missing values | Missing |
2007 has 216 (9.0%) missing values | Missing |
2008 has 200 (8.4%) missing values | Missing |
2009 has 200 (8.4%) missing values | Missing |
2010 has 152 (6.4%) missing values | Missing |
2011 has 176 (7.4%) missing values | Missing |
2012 has 160 (6.7%) missing values | Missing |
2013 has 160 (6.7%) missing values | Missing |
2014 has 104 (4.3%) missing values | Missing |
2015 has 136 (5.7%) missing values | Missing |
2016 has 136 (5.7%) missing values | Missing |
2017 has 160 (6.7%) missing values | Missing |
2018 has 152 (6.4%) missing values | Missing |
2019 has 160 (6.7%) missing values | Missing |
2020 has 160 (6.7%) missing values | Missing |
2021 has 160 (6.7%) missing values | Missing |
2022 has 160 (6.7%) missing values | Missing |
2023 has 152 (6.4%) missing values | Missing |
2006 is highly skewed (γ1 = 37.76081039) | Skewed |
2007 is highly skewed (γ1 = 37.92643067) | Skewed |
2008 is highly skewed (γ1 = 38.53630616) | Skewed |
2009 is highly skewed (γ1 = 38.43453154) | Skewed |
2010 is highly skewed (γ1 = 39.32795521) | Skewed |
2011 is highly skewed (γ1 = 39.66049952) | Skewed |
2012 is highly skewed (γ1 = 39.59430574) | Skewed |
2013 is highly skewed (γ1 = 39.74403681) | Skewed |
2014 is highly skewed (γ1 = 40.31705649) | Skewed |
2015 is highly skewed (γ1 = 39.72154091) | Skewed |
2016 is highly skewed (γ1 = 39.31087335) | Skewed |
2017 is highly skewed (γ1 = 39.04431228) | Skewed |
2018 is highly skewed (γ1 = 38.70576513) | Skewed |
2019 is highly skewed (γ1 = 38.83470798) | Skewed |
2020 is highly skewed (γ1 = 39.10521273) | Skewed |
2021 is highly skewed (γ1 = 38.87280179) | Skewed |
2022 is highly skewed (γ1 = 38.79044211) | Skewed |
2023 is highly skewed (γ1 = 39.3361107) | Skewed |
지역_거래규모 has unique values | Unique |
2007 has 31 (1.3%) zeros | Zeros |
2008 has 51 (2.1%) zeros | Zeros |
2009 has 58 (2.4%) zeros | Zeros |
2010 has 63 (2.6%) zeros | Zeros |
2011 has 72 (3.0%) zeros | Zeros |
2012 has 64 (2.7%) zeros | Zeros |
2013 has 64 (2.7%) zeros | Zeros |
2014 has 71 (3.0%) zeros | Zeros |
2015 has 55 (2.3%) zeros | Zeros |
2016 has 59 (2.5%) zeros | Zeros |
2017 has 60 (2.5%) zeros | Zeros |
2018 has 50 (2.1%) zeros | Zeros |
2019 has 58 (2.4%) zeros | Zeros |
2020 has 65 (2.7%) zeros | Zeros |
2021 has 49 (2.0%) zeros | Zeros |
2022 has 58 (2.4%) zeros | Zeros |
2023 has 79 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-06 08:28:00.127354 |
|---|---|
| Analysis finished | 2024-04-06 08:29:24.638294 |
| Duration | 1 minute and 24.51 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
지역_거래규모
Text
UNIQUE
| Distinct | 2392 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.8 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 28 |
| Mean length | 17.874582 |
| Min length | 9 |
Characters and Unicode
| Total characters | 42756 |
|---|---|
| Distinct characters | 157 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2392 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 전국_330㎡이하 |
|---|---|
| 2nd row | 전국_331~660㎡ |
| 3rd row | 전국_661~1,000㎡ |
| 4th row | 전국_1,001~2,000㎡ |
| 5th row | 전국_2,001~5,000㎡ |
| Value | Count | Frequency (%) |
| 경기 | 416 | 8.5% |
| 경남 | 208 | 4.2% |
| 서울 | 200 | 4.1% |
| 경북 | 200 | 4.1% |
| 전남 | 176 | 3.6% |
| 충남 | 152 | 3.1% |
| 충북 | 152 | 3.1% |
| 강원 | 144 | 2.9% |
| 부산 | 128 | 2.6% |
| 전북 | 128 | 2.6% |
| Other values (2210) | 3000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8970 | |
| 1 | 2990 | 7.0% |
| , | 2950 | 6.9% |
| 2512 | 5.9% | |
| _ | 2392 | 5.6% |
| 3 | 2392 | 5.6% |
| ㎡ | 2392 | 5.6% |
| ~ | 1794 | 4.2% |
| 6 | 1196 | 2.8% |
| 구 | 1128 | 2.6% |
| Other values (147) | 14040 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16744 | |
| Other Letter | 13668 | |
| Other Punctuation | 2950 | 6.9% |
| Space Separator | 2512 | 5.9% |
| Connector Punctuation | 2392 | 5.6% |
| Other Symbol | 2392 | 5.6% |
| Math Symbol | 1794 | 4.2% |
| Close Punctuation | 152 | 0.4% |
| Open Punctuation | 152 | 0.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 구 | 1128 | 8.3% |
| 시 | 976 | 7.1% |
| 경 | 872 | 6.4% |
| 군 | 744 | 5.4% |
| 남 | 712 | 5.2% |
| 북 | 576 | 4.2% |
| 기 | 448 | 3.3% |
| 전 | 400 | 2.9% |
| 산 | 384 | 2.8% |
| 주 | 376 | 2.8% |
| Other values (134) | 7052 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8970 | |
| 1 | 2990 | 17.9% |
| 3 | 2392 | 14.3% |
| 6 | 1196 | 7.1% |
| 5 | 598 | 3.6% |
| 2 | 598 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2950 |
Space Separator
| Value | Count | Frequency (%) |
| 2512 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2392 |
Other Symbol
| Value | Count | Frequency (%) |
| ㎡ | 2392 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 1794 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 152 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 152 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 29088 | |
| Hangul | 13668 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 구 | 1128 | 8.3% |
| 시 | 976 | 7.1% |
| 경 | 872 | 6.4% |
| 군 | 744 | 5.4% |
| 남 | 712 | 5.2% |
| 북 | 576 | 4.2% |
| 기 | 448 | 3.3% |
| 전 | 400 | 2.9% |
| 산 | 384 | 2.8% |
| 주 | 376 | 2.8% |
| Other values (134) | 7052 |
Common
| Value | Count | Frequency (%) |
| 0 | 8970 | |
| 1 | 2990 | 10.3% |
| , | 2950 | 10.1% |
| 2512 | 8.6% | |
| _ | 2392 | 8.2% |
| 3 | 2392 | 8.2% |
| ㎡ | 2392 | 8.2% |
| ~ | 1794 | 6.2% |
| 6 | 1196 | 4.1% |
| 5 | 598 | 2.1% |
| Other values (3) | 902 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26696 | |
| Hangul | 13668 | |
| CJK Compat | 2392 | 5.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8970 | |
| 1 | 2990 | 11.2% |
| , | 2950 | 11.1% |
| 2512 | 9.4% | |
| _ | 2392 | 9.0% |
| 3 | 2392 | 9.0% |
| ~ | 1794 | 6.7% |
| 6 | 1196 | 4.5% |
| 5 | 598 | 2.2% |
| 2 | 598 | 2.2% |
| Other values (2) | 304 | 1.1% |
CJK Compat
| Value | Count | Frequency (%) |
| ㎡ | 2392 |
Hangul
| Value | Count | Frequency (%) |
| 구 | 1128 | 8.3% |
| 시 | 976 | 7.1% |
| 경 | 872 | 6.4% |
| 군 | 744 | 5.4% |
| 남 | 712 | 5.2% |
| 북 | 576 | 4.2% |
| 기 | 448 | 3.3% |
| 전 | 400 | 2.9% |
| 산 | 384 | 2.8% |
| 주 | 376 | 2.8% |
| Other values (134) | 7052 |
2006
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED
| Distinct | 1175 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 176 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3734.2464 |
| Minimum | 0 |
|---|---|
| Maximum | 1918420 |
| Zeros | 23 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 66 |
| median | 289.5 |
| Q3 | 1054.5 |
| 95-th percentile | 13334 |
| Maximum | 1918420 |
| Range | 1918420 |
| Interquartile range (IQR) | 988.5 |
Descriptive statistics
| Standard deviation | 44311.467 |
|---|---|
| Coefficient of variation (CV) | 11.866241 |
| Kurtosis | 1589.1938 |
| Mean | 3734.2464 |
| Median Absolute Deviation (MAD) | 271.5 |
| Skewness | 37.76081 |
| Sum | 8275090 |
| Variance | 1.9635061 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 26 | 1.1% |
| 0 | 23 | 1.0% |
| 1 | 19 | 0.8% |
| 9 | 18 | 0.8% |
| 6 | 17 | 0.7% |
| 5 | 16 | 0.7% |
| 13 | 15 | 0.6% |
| 3 | 15 | 0.6% |
| 17 | 15 | 0.6% |
| 15 | 14 | 0.6% |
| Other values (1165) | 2038 | |
| (Missing) | 176 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 19 | |
| 2 | 26 | |
| 3 | 15 | |
| 4 | 13 | |
| 5 | 16 | |
| 6 | 17 | |
| 7 | 14 | |
| 8 | 8 | 0.3% |
| 9 | 18 |
| Value | Count | Frequency (%) |
| 1918420 | 1 | |
| 559072 | 1 | |
| 387889 | 1 | |
| 189099 | 1 | |
| 179394 | 1 | |
| 151262 | 1 | |
| 120899 | 1 | |
| 116369 | 1 | |
| 111980 | 1 | |
| 101619 | 1 |
2007
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1113 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 216 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3201.0813 |
| Minimum | 0 |
|---|---|
| Maximum | 1599022 |
| Zeros | 31 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 50 |
| median | 228.5 |
| Q3 | 993.25 |
| 95-th percentile | 10473.75 |
| Maximum | 1599022 |
| Range | 1599022 |
| Interquartile range (IQR) | 943.25 |
Descriptive statistics
| Standard deviation | 36997.005 |
|---|---|
| Coefficient of variation (CV) | 11.557659 |
| Kurtosis | 1602.0844 |
| Mean | 3201.0813 |
| Median Absolute Deviation (MAD) | 219.5 |
| Skewness | 37.926431 |
| Sum | 6965553 |
| Variance | 1.3687784 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31 | 1.3% |
| 1 | 30 | 1.3% |
| 2 | 30 | 1.3% |
| 5 | 25 | 1.0% |
| 6 | 23 | 1.0% |
| 14 | 23 | 1.0% |
| 3 | 22 | 0.9% |
| 10 | 19 | 0.8% |
| 9 | 17 | 0.7% |
| 4 | 17 | 0.7% |
| Other values (1103) | 1939 | |
| (Missing) | 216 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 30 | |
| 2 | 30 | |
| 3 | 22 | |
| 4 | 17 | |
| 5 | 25 | |
| 6 | 23 | |
| 7 | 6 | 0.3% |
| 8 | 16 | |
| 9 | 17 |
| Value | Count | Frequency (%) |
| 1599022 | 1 | |
| 417151 | 1 | |
| 274262 | 1 | |
| 177053 | 1 | |
| 162416 | 1 | |
| 132335 | 1 | |
| 130690 | 1 | |
| 110543 | 1 | |
| 108579 | 1 | |
| 88043 | 1 |
2008
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1100 |
|---|---|
| Distinct (%) | 50.2% |
| Missing | 200 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3242.5201 |
| Minimum | 0 |
|---|---|
| Maximum | 1644034 |
| Zeros | 51 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 41 |
| median | 208.5 |
| Q3 | 1025.25 |
| 95-th percentile | 10133.6 |
| Maximum | 1644034 |
| Range | 1644034 |
| Interquartile range (IQR) | 984.25 |
Descriptive statistics
| Standard deviation | 37685.607 |
|---|---|
| Coefficient of variation (CV) | 11.62232 |
| Kurtosis | 1648.5453 |
| Mean | 3242.5201 |
| Median Absolute Deviation (MAD) | 203.5 |
| Skewness | 38.536306 |
| Sum | 7107604 |
| Variance | 1.420205 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 51 | 2.1% |
| 2 | 44 | 1.8% |
| 1 | 37 | 1.5% |
| 7 | 27 | 1.1% |
| 6 | 24 | 1.0% |
| 4 | 22 | 0.9% |
| 3 | 21 | 0.9% |
| 5 | 21 | 0.9% |
| 8 | 20 | 0.8% |
| 9 | 19 | 0.8% |
| Other values (1090) | 1906 | |
| (Missing) | 200 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 1 | 37 | |
| 2 | 44 | |
| 3 | 21 | |
| 4 | 22 | |
| 5 | 21 | |
| 6 | 24 | |
| 7 | 27 | |
| 8 | 20 | 0.8% |
| 9 | 19 | 0.8% |
| Value | Count | Frequency (%) |
| 1644034 | 1 | |
| 395421 | 1 | |
| 257363 | 1 | |
| 180120 | 1 | |
| 163553 | 1 | |
| 134206 | 1 | |
| 132390 | 1 | |
| 127224 | 1 | |
| 110815 | 1 | |
| 96678 | 1 |
2009
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1121 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 200 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3181.4375 |
| Minimum | 0 |
|---|---|
| Maximum | 1597903 |
| Zeros | 58 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 38 |
| median | 211 |
| Q3 | 1026 |
| 95-th percentile | 10545.7 |
| Maximum | 1597903 |
| Range | 1597903 |
| Interquartile range (IQR) | 988 |
Descriptive statistics
| Standard deviation | 36676.635 |
|---|---|
| Coefficient of variation (CV) | 11.528322 |
| Kurtosis | 1640.6324 |
| Mean | 3181.4375 |
| Median Absolute Deviation (MAD) | 207 |
| Skewness | 38.434532 |
| Sum | 6973711 |
| Variance | 1.3451756 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 58 | 2.4% |
| 1 | 44 | 1.8% |
| 2 | 40 | 1.7% |
| 4 | 30 | 1.3% |
| 6 | 23 | 1.0% |
| 7 | 23 | 1.0% |
| 8 | 22 | 0.9% |
| 3 | 22 | 0.9% |
| 11 | 20 | 0.8% |
| 5 | 19 | 0.8% |
| Other values (1111) | 1891 | |
| (Missing) | 200 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 1 | 44 | |
| 2 | 40 | |
| 3 | 22 | 0.9% |
| 4 | 30 | |
| 5 | 19 | 0.8% |
| 6 | 23 | 1.0% |
| 7 | 23 | 1.0% |
| 8 | 22 | 0.9% |
| 9 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 1597903 | 1 | |
| 403973 | 1 | |
| 229076 | 1 | |
| 183795 | 1 | |
| 158980 | 1 | |
| 123287 | 1 | |
| 122011 | 1 | |
| 111444 | 1 | |
| 111223 | 1 | |
| 100035 | 1 |
2010
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1089 |
|---|---|
| Distinct (%) | 48.6% |
| Missing | 152 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2895.2558 |
| Minimum | 0 |
|---|---|
| Maximum | 1486796 |
| Zeros | 63 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 32 |
| median | 181.5 |
| Q3 | 944.25 |
| 95-th percentile | 9539.6 |
| Maximum | 1486796 |
| Range | 1486796 |
| Interquartile range (IQR) | 912.25 |
Descriptive statistics
| Standard deviation | 33576.339 |
|---|---|
| Coefficient of variation (CV) | 11.59702 |
| Kurtosis | 1711.4476 |
| Mean | 2895.2558 |
| Median Absolute Deviation (MAD) | 177.5 |
| Skewness | 39.327955 |
| Sum | 6485373 |
| Variance | 1.1273705 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 63 | 2.6% |
| 1 | 50 | 2.1% |
| 2 | 37 | 1.5% |
| 5 | 32 | 1.3% |
| 6 | 31 | 1.3% |
| 3 | 28 | 1.2% |
| 4 | 27 | 1.1% |
| 7 | 23 | 1.0% |
| 12 | 22 | 0.9% |
| 10 | 20 | 0.8% |
| Other values (1079) | 1907 | |
| (Missing) | 152 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 63 | |
| 1 | 50 | |
| 2 | 37 | |
| 3 | 28 | |
| 4 | 27 | |
| 5 | 32 | |
| 6 | 31 | |
| 7 | 23 | 1.0% |
| 8 | 18 | 0.8% |
| 9 | 19 | 0.8% |
| Value | Count | Frequency (%) |
| 1486796 | 1 | |
| 348129 | 1 | |
| 173340 | 1 | |
| 163424 | 1 | |
| 146668 | 1 | |
| 135212 | 1 | |
| 122891 | 1 | |
| 112177 | 1 | |
| 102117 | 1 | |
| 89979 | 1 |
2011
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1074 |
|---|---|
| Distinct (%) | 48.5% |
| Missing | 176 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3299.9228 |
| Minimum | 0 |
|---|---|
| Maximum | 1727890 |
| Zeros | 72 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 35 |
| median | 191 |
| Q3 | 980.25 |
| 95-th percentile | 10756.25 |
| Maximum | 1727890 |
| Range | 1727890 |
| Interquartile range (IQR) | 945.25 |
Descriptive statistics
| Standard deviation | 39014.189 |
|---|---|
| Coefficient of variation (CV) | 11.822758 |
| Kurtosis | 1730.2191 |
| Mean | 3299.9228 |
| Median Absolute Deviation (MAD) | 187 |
| Skewness | 39.6605 |
| Sum | 7312629 |
| Variance | 1.5221069 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 72 | 3.0% |
| 1 | 38 | 1.6% |
| 2 | 32 | 1.3% |
| 4 | 29 | 1.2% |
| 3 | 29 | 1.2% |
| 5 | 27 | 1.1% |
| 6 | 25 | 1.0% |
| 9 | 20 | 0.8% |
| 12 | 18 | 0.8% |
| 8 | 18 | 0.8% |
| Other values (1064) | 1908 | |
| (Missing) | 176 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 72 | |
| 1 | 38 | |
| 2 | 32 | |
| 3 | 29 | |
| 4 | 29 | |
| 5 | 27 | 1.1% |
| 6 | 25 | 1.0% |
| 7 | 16 | 0.7% |
| 8 | 18 | 0.8% |
| 9 | 20 | 0.8% |
| Value | Count | Frequency (%) |
| 1727890 | 1 | |
| 380112 | 1 | |
| 191854 | 1 | |
| 188286 | 1 | |
| 147053 | 1 | |
| 139071 | 1 | |
| 137985 | 1 | |
| 115522 | 1 | |
| 112409 | 1 | |
| 104429 | 1 |
2012
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1068 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2868.9539 |
| Minimum | 0 |
|---|---|
| Maximum | 1475449 |
| Zeros | 64 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 34 |
| median | 176 |
| Q3 | 927 |
| 95-th percentile | 9245.6 |
| Maximum | 1475449 |
| Range | 1475449 |
| Interquartile range (IQR) | 893 |
Descriptive statistics
| Standard deviation | 33253.82 |
|---|---|
| Coefficient of variation (CV) | 11.590922 |
| Kurtosis | 1729.9554 |
| Mean | 2868.9539 |
| Median Absolute Deviation (MAD) | 173 |
| Skewness | 39.594306 |
| Sum | 6403505 |
| Variance | 1.1058165 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 64 | 2.7% |
| 1 | 44 | 1.8% |
| 2 | 37 | 1.5% |
| 3 | 35 | 1.5% |
| 6 | 25 | 1.0% |
| 7 | 24 | 1.0% |
| 5 | 24 | 1.0% |
| 4 | 23 | 1.0% |
| 11 | 22 | 0.9% |
| 8 | 21 | 0.9% |
| Other values (1058) | 1913 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 64 | |
| 1 | 44 | |
| 2 | 37 | |
| 3 | 35 | |
| 4 | 23 | 1.0% |
| 5 | 24 | 1.0% |
| 6 | 25 | 1.0% |
| 7 | 24 | 1.0% |
| 8 | 21 | 0.9% |
| 9 | 20 | 0.8% |
| Value | Count | Frequency (%) |
| 1475449 | 1 | |
| 318944 | 1 | |
| 179232 | 1 | |
| 157008 | 1 | |
| 139918 | 1 | |
| 121313 | 1 | |
| 111953 | 1 | |
| 104761 | 1 | |
| 100170 | 1 | |
| 99876 | 1 |
2013
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1071 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3154.0497 |
| Minimum | 0 |
|---|---|
| Maximum | 1666902 |
| Zeros | 64 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 34 |
| median | 178 |
| Q3 | 925 |
| 95-th percentile | 10580.5 |
| Maximum | 1666902 |
| Range | 1666902 |
| Interquartile range (IQR) | 891 |
Descriptive statistics
| Standard deviation | 37529.806 |
|---|---|
| Coefficient of variation (CV) | 11.898926 |
| Kurtosis | 1737.9616 |
| Mean | 3154.0497 |
| Median Absolute Deviation (MAD) | 174 |
| Skewness | 39.744037 |
| Sum | 7039839 |
| Variance | 1.4084863 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 64 | 2.7% |
| 1 | 40 | 1.7% |
| 2 | 35 | 1.5% |
| 3 | 29 | 1.2% |
| 4 | 28 | 1.2% |
| 5 | 28 | 1.2% |
| 7 | 24 | 1.0% |
| 6 | 24 | 1.0% |
| 8 | 19 | 0.8% |
| 11 | 19 | 0.8% |
| Other values (1061) | 1922 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 64 | |
| 1 | 40 | |
| 2 | 35 | |
| 3 | 29 | |
| 4 | 28 | |
| 5 | 28 | |
| 6 | 24 | 1.0% |
| 7 | 24 | 1.0% |
| 8 | 19 | 0.8% |
| 9 | 16 | 0.7% |
| Value | Count | Frequency (%) |
| 1666902 | 1 | |
| 372136 | 1 | |
| 197316 | 1 | |
| 178448 | 1 | |
| 143523 | 1 | |
| 143244 | 1 | |
| 135184 | 1 | |
| 109330 | 1 | |
| 107961 | 1 | |
| 100123 | 1 |
2014
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1117 |
|---|---|
| Distinct (%) | 48.8% |
| Missing | 104 |
| Missing (%) | 4.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3646.288 |
| Minimum | 0 |
|---|---|
| Maximum | 2008094 |
| Zeros | 71 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 39 |
| median | 188 |
| Q3 | 971 |
| 95-th percentile | 12579 |
| Maximum | 2008094 |
| Range | 2008094 |
| Interquartile range (IQR) | 932 |
Descriptive statistics
| Standard deviation | 44640.784 |
|---|---|
| Coefficient of variation (CV) | 12.242802 |
| Kurtosis | 1784.8353 |
| Mean | 3646.288 |
| Median Absolute Deviation (MAD) | 184 |
| Skewness | 40.317056 |
| Sum | 8342707 |
| Variance | 1.9927996 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 71 | 3.0% |
| 4 | 33 | 1.4% |
| 1 | 32 | 1.3% |
| 6 | 31 | 1.3% |
| 2 | 29 | 1.2% |
| 3 | 26 | 1.1% |
| 5 | 25 | 1.0% |
| 7 | 21 | 0.9% |
| 8 | 19 | 0.8% |
| 15 | 18 | 0.8% |
| Other values (1107) | 1983 | |
| (Missing) | 104 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 1 | 32 | |
| 2 | 29 | |
| 3 | 26 | 1.1% |
| 4 | 33 | |
| 5 | 25 | 1.0% |
| 6 | 31 | |
| 7 | 21 | 0.9% |
| 8 | 19 | 0.8% |
| 9 | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 2008094 | 1 | |
| 460522 | 1 | |
| 258771 | 1 | |
| 199530 | 1 | |
| 172229 | 1 | |
| 162306 | 1 | |
| 158228 | 1 | |
| 125740 | 1 | |
| 117965 | 1 | |
| 110520 | 1 |
2015
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1148 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 136 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4318.0168 |
| Minimum | 0 |
|---|---|
| Maximum | 2377476 |
| Zeros | 55 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 46 |
| median | 211.5 |
| Q3 | 1113.25 |
| 95-th percentile | 14920.25 |
| Maximum | 2377476 |
| Range | 2377476 |
| Interquartile range (IQR) | 1067.25 |
Descriptive statistics
| Standard deviation | 53432.107 |
|---|---|
| Coefficient of variation (CV) | 12.374224 |
| Kurtosis | 1734.8757 |
| Mean | 4318.0168 |
| Median Absolute Deviation (MAD) | 206.5 |
| Skewness | 39.721541 |
| Sum | 9741446 |
| Variance | 2.85499 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 55 | 2.3% |
| 1 | 31 | 1.3% |
| 8 | 28 | 1.2% |
| 2 | 28 | 1.2% |
| 3 | 27 | 1.1% |
| 5 | 27 | 1.1% |
| 11 | 21 | 0.9% |
| 4 | 20 | 0.8% |
| 7 | 17 | 0.7% |
| 6 | 16 | 0.7% |
| Other values (1138) | 1986 | |
| (Missing) | 136 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 55 | |
| 1 | 31 | |
| 2 | 28 | |
| 3 | 27 | |
| 4 | 20 | 0.8% |
| 5 | 27 | |
| 6 | 16 | 0.7% |
| 7 | 17 | 0.7% |
| 8 | 28 | |
| 9 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 2377476 | 1 | |
| 590516 | 1 | |
| 352316 | 1 | |
| 227226 | 1 | |
| 200183 | 1 | |
| 181355 | 1 | |
| 174589 | 1 | |
| 144069 | 1 | |
| 133145 | 1 | |
| 128339 | 1 |
2016
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1134 |
|---|---|
| Distinct (%) | 50.3% |
| Missing | 136 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4176.711 |
| Minimum | 0 |
|---|---|
| Maximum | 2313262 |
| Zeros | 59 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 41 |
| median | 202 |
| Q3 | 1073.25 |
| 95-th percentile | 13583.25 |
| Maximum | 2313262 |
| Range | 2313262 |
| Interquartile range (IQR) | 1032.25 |
Descriptive statistics
| Standard deviation | 52262.971 |
|---|---|
| Coefficient of variation (CV) | 12.512949 |
| Kurtosis | 1702.0288 |
| Mean | 4176.711 |
| Median Absolute Deviation (MAD) | 197 |
| Skewness | 39.310873 |
| Sum | 9422660 |
| Variance | 2.7314182 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 59 | 2.5% |
| 1 | 35 | 1.5% |
| 5 | 28 | 1.2% |
| 2 | 24 | 1.0% |
| 3 | 23 | 1.0% |
| 9 | 22 | 0.9% |
| 6 | 21 | 0.9% |
| 13 | 21 | 0.9% |
| 8 | 20 | 0.8% |
| 4 | 20 | 0.8% |
| Other values (1124) | 1983 | |
| (Missing) | 136 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 1 | 35 | |
| 2 | 24 | |
| 3 | 23 | 1.0% |
| 4 | 20 | 0.8% |
| 5 | 28 | |
| 6 | 21 | 0.9% |
| 7 | 19 | 0.8% |
| 8 | 20 | 0.8% |
| 9 | 22 | 0.9% |
| Value | Count | Frequency (%) |
| 2313262 | 1 | |
| 634635 | 1 | |
| 361777 | 1 | |
| 222930 | 1 | |
| 173247 | 1 | |
| 164964 | 1 | |
| 161763 | 1 | |
| 137870 | 1 | |
| 122161 | 1 | |
| 120307 | 1 |
2017
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1154 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4673.0475 |
| Minimum | 0 |
|---|---|
| Maximum | 2614289 |
| Zeros | 60 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 45 |
| median | 231 |
| Q3 | 1141.75 |
| 95-th percentile | 15051.35 |
| Maximum | 2614289 |
| Range | 2614289 |
| Interquartile range (IQR) | 1096.75 |
Descriptive statistics
| Standard deviation | 59480.548 |
|---|---|
| Coefficient of variation (CV) | 12.728428 |
| Kurtosis | 1675.4629 |
| Mean | 4673.0475 |
| Median Absolute Deviation (MAD) | 225 |
| Skewness | 39.044312 |
| Sum | 10430242 |
| Variance | 3.5379356 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 60 | 2.5% |
| 2 | 29 | 1.2% |
| 6 | 26 | 1.1% |
| 1 | 26 | 1.1% |
| 3 | 24 | 1.0% |
| 5 | 23 | 1.0% |
| 11 | 22 | 0.9% |
| 7 | 21 | 0.9% |
| 8 | 20 | 0.8% |
| 4 | 19 | 0.8% |
| Other values (1144) | 1962 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 26 | |
| 2 | 29 | |
| 3 | 24 | 1.0% |
| 4 | 19 | 0.8% |
| 5 | 23 | 1.0% |
| 6 | 26 | |
| 7 | 21 | 0.9% |
| 8 | 20 | 0.8% |
| 9 | 16 | 0.7% |
| Value | Count | Frequency (%) |
| 2614289 | 1 | |
| 769016 | 1 | |
| 382640 | 1 | |
| 226114 | 1 | |
| 178261 | 1 | |
| 173766 | 1 | |
| 172228 | 1 | |
| 170306 | 1 | |
| 126154 | 1 | |
| 125439 | 1 |
2018
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1136 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 152 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4482.4634 |
| Minimum | 0 |
|---|---|
| Maximum | 2535485 |
| Zeros | 50 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 42 |
| median | 212 |
| Q3 | 1055 |
| 95-th percentile | 14413.45 |
| Maximum | 2535485 |
| Range | 2535485 |
| Interquartile range (IQR) | 1013 |
Descriptive statistics
| Standard deviation | 57953.917 |
|---|---|
| Coefficient of variation (CV) | 12.929033 |
| Kurtosis | 1645.4499 |
| Mean | 4482.4634 |
| Median Absolute Deviation (MAD) | 206 |
| Skewness | 38.705765 |
| Sum | 10040718 |
| Variance | 3.3586564 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 50 | 2.1% |
| 1 | 37 | 1.5% |
| 4 | 30 | 1.3% |
| 2 | 28 | 1.2% |
| 7 | 24 | 1.0% |
| 6 | 23 | 1.0% |
| 3 | 21 | 0.9% |
| 20 | 20 | 0.8% |
| 8 | 19 | 0.8% |
| 5 | 19 | 0.8% |
| Other values (1126) | 1969 | |
| (Missing) | 152 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 37 | |
| 2 | 28 | |
| 3 | 21 | |
| 4 | 30 | |
| 5 | 19 | 0.8% |
| 6 | 23 | |
| 7 | 24 | |
| 8 | 19 | 0.8% |
| 9 | 18 | 0.8% |
| Value | Count | Frequency (%) |
| 2535485 | 1 | |
| 831539 | 1 | |
| 355308 | 1 | |
| 205087 | 1 | |
| 161550 | 1 | |
| 158078 | 1 | |
| 139094 | 1 | |
| 131301 | 1 | |
| 121171 | 1 | |
| 116916 | 1 |
2019
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1118 |
|---|---|
| Distinct (%) | 50.1% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4097.2984 |
| Minimum | 0 |
|---|---|
| Maximum | 2299185 |
| Zeros | 58 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 40.75 |
| median | 197.5 |
| Q3 | 995.25 |
| 95-th percentile | 13506.55 |
| Maximum | 2299185 |
| Range | 2299185 |
| Interquartile range (IQR) | 954.5 |
Descriptive statistics
| Standard deviation | 52494.394 |
|---|---|
| Coefficient of variation (CV) | 12.811953 |
| Kurtosis | 1656.161 |
| Mean | 4097.2984 |
| Median Absolute Deviation (MAD) | 192.5 |
| Skewness | 38.834708 |
| Sum | 9145170 |
| Variance | 2.7556614 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 58 | 2.4% |
| 1 | 39 | 1.6% |
| 2 | 30 | 1.3% |
| 4 | 24 | 1.0% |
| 6 | 23 | 1.0% |
| 3 | 22 | 0.9% |
| 5 | 19 | 0.8% |
| 7 | 19 | 0.8% |
| 11 | 19 | 0.8% |
| 14 | 18 | 0.8% |
| Other values (1108) | 1961 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 1 | 39 | |
| 2 | 30 | |
| 3 | 22 | 0.9% |
| 4 | 24 | |
| 5 | 19 | 0.8% |
| 6 | 23 | 1.0% |
| 7 | 19 | 0.8% |
| 8 | 12 | 0.5% |
| 9 | 17 | 0.7% |
| Value | Count | Frequency (%) |
| 2299185 | 1 | |
| 729420 | 1 | |
| 292935 | 1 | |
| 189061 | 1 | |
| 167963 | 1 | |
| 148745 | 1 | |
| 144842 | 1 | |
| 129261 | 1 | |
| 112272 | 1 | |
| 108784 | 1 |
2020
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1124 |
|---|---|
| Distinct (%) | 50.4% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4956.0031 |
| Minimum | 0 |
|---|---|
| Maximum | 2838734 |
| Zeros | 65 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 44 |
| median | 217 |
| Q3 | 1096.5 |
| 95-th percentile | 15896.45 |
| Maximum | 2838734 |
| Range | 2838734 |
| Interquartile range (IQR) | 1052.5 |
Descriptive statistics
| Standard deviation | 64601.886 |
|---|---|
| Coefficient of variation (CV) | 13.035078 |
| Kurtosis | 1676.117 |
| Mean | 4956.0031 |
| Median Absolute Deviation (MAD) | 212 |
| Skewness | 39.105213 |
| Sum | 11061799 |
| Variance | 4.1734036 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 65 | 2.7% |
| 1 | 31 | 1.3% |
| 2 | 24 | 1.0% |
| 4 | 23 | 1.0% |
| 8 | 23 | 1.0% |
| 3 | 23 | 1.0% |
| 25 | 17 | 0.7% |
| 5 | 17 | 0.7% |
| 9 | 17 | 0.7% |
| 15 | 17 | 0.7% |
| Other values (1114) | 1975 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 31 | |
| 2 | 24 | 1.0% |
| 3 | 23 | 1.0% |
| 4 | 23 | 1.0% |
| 5 | 17 | 0.7% |
| 6 | 16 | 0.7% |
| 7 | 16 | 0.7% |
| 8 | 23 | 1.0% |
| 9 | 17 | 0.7% |
| Value | Count | Frequency (%) |
| 2838734 | 1 | |
| 870392 | 1 | |
| 367175 | 1 | |
| 213827 | 1 | |
| 212547 | 1 | |
| 205546 | 1 | |
| 166084 | 1 | |
| 158179 | 1 | |
| 140267 | 1 | |
| 138125 | 1 |
2021
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1175 |
|---|---|
| Distinct (%) | 52.6% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4649.1375 |
| Minimum | 0 |
|---|---|
| Maximum | 2544561 |
| Zeros | 49 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 49 |
| median | 244.5 |
| Q3 | 1225.25 |
| 95-th percentile | 14686.45 |
| Maximum | 2544561 |
| Range | 2544561 |
| Interquartile range (IQR) | 1176.25 |
Descriptive statistics
| Standard deviation | 58007.066 |
|---|---|
| Coefficient of variation (CV) | 12.476952 |
| Kurtosis | 1663.4764 |
| Mean | 4649.1375 |
| Median Absolute Deviation (MAD) | 237.5 |
| Skewness | 38.872802 |
| Sum | 10376875 |
| Variance | 3.3648197 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 49 | 2.0% |
| 1 | 27 | 1.1% |
| 2 | 24 | 1.0% |
| 4 | 24 | 1.0% |
| 6 | 23 | 1.0% |
| 5 | 20 | 0.8% |
| 9 | 20 | 0.8% |
| 3 | 20 | 0.8% |
| 12 | 18 | 0.8% |
| 7 | 17 | 0.7% |
| Other values (1165) | 1990 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 27 | |
| 2 | 24 | |
| 3 | 20 | |
| 4 | 24 | |
| 5 | 20 | |
| 6 | 23 | |
| 7 | 17 | 0.7% |
| 8 | 15 | 0.6% |
| 9 | 20 |
| Value | Count | Frequency (%) |
| 2544561 | 1 | |
| 772989 | 1 | |
| 290661 | 1 | |
| 241755 | 1 | |
| 201455 | 1 | |
| 186669 | 1 | |
| 166992 | 1 | |
| 162004 | 1 | |
| 142744 | 1 | |
| 135315 | 1 |
2022
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 1070 |
|---|---|
| Distinct (%) | 47.9% |
| Missing | 160 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3104.7361 |
| Minimum | 0 |
|---|---|
| Maximum | 1635183 |
| Zeros | 58 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 36 |
| median | 183.5 |
| Q3 | 943.25 |
| 95-th percentile | 9173.45 |
| Maximum | 1635183 |
| Range | 1635183 |
| Interquartile range (IQR) | 907.25 |
Descriptive statistics
| Standard deviation | 37262.125 |
|---|---|
| Coefficient of variation (CV) | 12.001704 |
| Kurtosis | 1663.1731 |
| Mean | 3104.7361 |
| Median Absolute Deviation (MAD) | 178.5 |
| Skewness | 38.790442 |
| Sum | 6929771 |
| Variance | 1.388466 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 58 | 2.4% |
| 1 | 44 | 1.8% |
| 2 | 35 | 1.5% |
| 3 | 26 | 1.1% |
| 8 | 23 | 1.0% |
| 7 | 23 | 1.0% |
| 6 | 21 | 0.9% |
| 4 | 20 | 0.8% |
| 5 | 18 | 0.8% |
| 9 | 18 | 0.8% |
| Other values (1060) | 1946 | |
| (Missing) | 160 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 1 | 44 | |
| 2 | 35 | |
| 3 | 26 | |
| 4 | 20 | 0.8% |
| 5 | 18 | 0.8% |
| 6 | 21 | 0.9% |
| 7 | 23 | 1.0% |
| 8 | 23 | 1.0% |
| 9 | 18 | 0.8% |
| Value | Count | Frequency (%) |
| 1635183 | 1 | |
| 473107 | 1 | |
| 182899 | 1 | |
| 163789 | 1 | |
| 141038 | 1 | |
| 118992 | 1 | |
| 118448 | 1 | |
| 115732 | 1 | |
| 104212 | 1 | |
| 99925 | 1 |
2023
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 990 |
|---|---|
| Distinct (%) | 44.2% |
| Missing | 152 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2561.7174 |
| Minimum | 0 |
|---|---|
| Maximum | 1412046 |
| Zeros | 79 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 24 |
| median | 132 |
| Q3 | 686.5 |
| 95-th percentile | 7988.75 |
| Maximum | 1412046 |
| Range | 1412046 |
| Interquartile range (IQR) | 662.5 |
Descriptive statistics
| Standard deviation | 31970.599 |
|---|---|
| Coefficient of variation (CV) | 12.480143 |
| Kurtosis | 1700.1388 |
| Mean | 2561.7174 |
| Median Absolute Deviation (MAD) | 129 |
| Skewness | 39.336111 |
| Sum | 5738247 |
| Variance | 1.0221192 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 79 | 3.3% |
| 1 | 49 | 2.0% |
| 2 | 40 | 1.7% |
| 3 | 36 | 1.5% |
| 4 | 36 | 1.5% |
| 5 | 30 | 1.3% |
| 6 | 30 | 1.3% |
| 8 | 26 | 1.1% |
| 10 | 24 | 1.0% |
| 9 | 22 | 0.9% |
| Other values (980) | 1868 | |
| (Missing) | 152 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 79 | |
| 1 | 49 | |
| 2 | 40 | |
| 3 | 36 | |
| 4 | 36 | |
| 5 | 30 | 1.3% |
| 6 | 30 | 1.3% |
| 7 | 15 | 0.6% |
| 8 | 26 | 1.1% |
| 9 | 22 | 0.9% |
| Value | Count | Frequency (%) |
| 1412046 | 1 | |
| 400299 | 1 | |
| 166577 | 1 | |
| 129008 | 1 | |
| 101014 | 1 | |
| 95386 | 1 | |
| 92996 | 1 | |
| 90165 | 1 | |
| 80187 | 1 | |
| 78235 | 1 |
| 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006 | 1.000 | 0.842 | 0.862 | 0.862 | 0.862 | 0.862 | 0.862 | 0.862 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.862 | 1.000 |
| 2007 | 0.842 | 1.000 | 0.998 | 0.998 | 0.998 | 0.998 | 0.998 | 0.998 | 0.993 | 0.993 | 0.993 | 0.993 | 0.993 | 0.993 | 0.993 | 0.993 | 0.998 | 0.993 |
| 2008 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2009 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2010 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2011 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2012 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2013 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2014 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2015 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2016 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2017 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2018 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2019 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2020 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2021 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2022 | 0.862 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 0.996 |
| 2023 | 1.000 | 0.993 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 | 1.000 |
| 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006 | 1.000 | 0.977 | 0.969 | 0.965 | 0.964 | 0.964 | 0.963 | 0.964 | 0.965 | 0.964 | 0.965 | 0.963 | 0.962 | 0.960 | 0.961 | 0.964 | 0.962 | 0.960 |
| 2007 | 0.977 | 1.000 | 0.985 | 0.979 | 0.979 | 0.977 | 0.978 | 0.977 | 0.977 | 0.976 | 0.977 | 0.976 | 0.976 | 0.973 | 0.971 | 0.972 | 0.973 | 0.973 |
| 2008 | 0.969 | 0.985 | 1.000 | 0.982 | 0.980 | 0.981 | 0.981 | 0.978 | 0.978 | 0.976 | 0.977 | 0.976 | 0.974 | 0.972 | 0.971 | 0.970 | 0.971 | 0.971 |
| 2009 | 0.965 | 0.979 | 0.982 | 1.000 | 0.987 | 0.986 | 0.985 | 0.983 | 0.982 | 0.981 | 0.982 | 0.983 | 0.982 | 0.980 | 0.979 | 0.981 | 0.982 | 0.981 |
| 2010 | 0.964 | 0.979 | 0.980 | 0.987 | 1.000 | 0.987 | 0.985 | 0.983 | 0.980 | 0.979 | 0.981 | 0.982 | 0.981 | 0.978 | 0.978 | 0.979 | 0.980 | 0.980 |
| 2011 | 0.964 | 0.977 | 0.981 | 0.986 | 0.987 | 1.000 | 0.991 | 0.989 | 0.986 | 0.985 | 0.984 | 0.984 | 0.981 | 0.980 | 0.980 | 0.980 | 0.980 | 0.981 |
| 2012 | 0.963 | 0.978 | 0.981 | 0.985 | 0.985 | 0.991 | 1.000 | 0.991 | 0.989 | 0.987 | 0.987 | 0.986 | 0.983 | 0.982 | 0.981 | 0.980 | 0.981 | 0.983 |
| 2013 | 0.964 | 0.977 | 0.978 | 0.983 | 0.983 | 0.989 | 0.991 | 1.000 | 0.990 | 0.987 | 0.986 | 0.987 | 0.983 | 0.981 | 0.980 | 0.980 | 0.980 | 0.981 |
| 2014 | 0.965 | 0.977 | 0.978 | 0.982 | 0.980 | 0.986 | 0.989 | 0.990 | 1.000 | 0.991 | 0.989 | 0.987 | 0.984 | 0.983 | 0.982 | 0.980 | 0.979 | 0.978 |
| 2015 | 0.964 | 0.976 | 0.976 | 0.981 | 0.979 | 0.985 | 0.987 | 0.987 | 0.991 | 1.000 | 0.993 | 0.989 | 0.986 | 0.985 | 0.985 | 0.984 | 0.981 | 0.978 |
| 2016 | 0.965 | 0.977 | 0.977 | 0.982 | 0.981 | 0.984 | 0.987 | 0.986 | 0.989 | 0.993 | 1.000 | 0.992 | 0.989 | 0.988 | 0.987 | 0.987 | 0.984 | 0.983 |
| 2017 | 0.963 | 0.976 | 0.976 | 0.983 | 0.982 | 0.984 | 0.986 | 0.987 | 0.987 | 0.989 | 0.992 | 1.000 | 0.991 | 0.990 | 0.989 | 0.988 | 0.986 | 0.985 |
| 2018 | 0.962 | 0.976 | 0.974 | 0.982 | 0.981 | 0.981 | 0.983 | 0.983 | 0.984 | 0.986 | 0.989 | 0.991 | 1.000 | 0.991 | 0.989 | 0.988 | 0.986 | 0.985 |
| 2019 | 0.960 | 0.973 | 0.972 | 0.980 | 0.978 | 0.980 | 0.982 | 0.981 | 0.983 | 0.985 | 0.988 | 0.990 | 0.991 | 1.000 | 0.991 | 0.988 | 0.986 | 0.985 |
| 2020 | 0.961 | 0.971 | 0.971 | 0.979 | 0.978 | 0.980 | 0.981 | 0.980 | 0.982 | 0.985 | 0.987 | 0.989 | 0.989 | 0.991 | 1.000 | 0.992 | 0.987 | 0.984 |
| 2021 | 0.964 | 0.972 | 0.970 | 0.981 | 0.979 | 0.980 | 0.980 | 0.980 | 0.980 | 0.984 | 0.987 | 0.988 | 0.988 | 0.988 | 0.992 | 1.000 | 0.990 | 0.985 |
| 2022 | 0.962 | 0.973 | 0.971 | 0.982 | 0.980 | 0.980 | 0.981 | 0.980 | 0.979 | 0.981 | 0.984 | 0.986 | 0.986 | 0.986 | 0.987 | 0.990 | 1.000 | 0.989 |
| 2023 | 0.960 | 0.973 | 0.971 | 0.981 | 0.980 | 0.981 | 0.983 | 0.981 | 0.978 | 0.978 | 0.983 | 0.985 | 0.985 | 0.985 | 0.984 | 0.985 | 0.989 | 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.
| 지역_거래규모 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 전국_330㎡이하 | 1918420 | 1599022 | 1644034 | 1597903 | 1486796 | 1727890 | 1475449 | 1666902 | 2008094 | 2377476 | 2313262 | 2614289 | 2535485 | 2299185 | 2838734 | 2544561 | 1635183 | 1412046 |
| 1 | 전국_331~660㎡ | 189099 | 177053 | 180120 | 183795 | 173340 | 188286 | 179232 | 178448 | 199530 | 227226 | 222930 | 226114 | 205087 | 189061 | 213827 | 241755 | 182899 | 129008 |
| 2 | 전국_661~1,000㎡ | 120899 | 110543 | 110815 | 111444 | 102117 | 104429 | 100170 | 100123 | 110520 | 125719 | 120307 | 123443 | 113264 | 105022 | 116375 | 132879 | 99925 | 71137 |
| 3 | 전국_1,001~2,000㎡ | 179394 | 162416 | 163553 | 158980 | 146668 | 147053 | 139918 | 143244 | 158228 | 174589 | 164964 | 170306 | 158078 | 148745 | 166084 | 186669 | 141038 | 101014 |
| 4 | 전국_2,001~5,000㎡ | 151262 | 130690 | 132390 | 122011 | 112177 | 112409 | 104761 | 107961 | 117965 | 128339 | 122161 | 125439 | 121171 | 112272 | 122482 | 135315 | 104212 | 78235 |
| 5 | 전국_5,001~10,000㎡ | 36450 | 28427 | 26840 | 25968 | 23947 | 23974 | 21959 | 21929 | 24176 | 26042 | 25325 | 26529 | 25614 | 23434 | 24499 | 27982 | 22722 | 16761 |
| 6 | 전국_10,001~33,000㎡ | 32145 | 24366 | 22130 | 21870 | 18676 | 17939 | 16580 | 16713 | 18216 | 19357 | 18967 | 20627 | 19734 | 17659 | 17626 | 20218 | 16857 | 12555 |
| 7 | 전국_33,000㎡초과 | 15595 | 11112 | 9411 | 8633 | 7536 | 7219 | 6893 | 6659 | 6893 | 7781 | 7243 | 8054 | 7271 | 6432 | 6486 | 7243 | 6339 | 4972 |
| 8 | 서울_330㎡이하 | 387889 | 274262 | 257363 | 229076 | 163424 | 191854 | 157008 | 197316 | 258771 | 352316 | 361777 | 382640 | 355308 | 292935 | 367175 | 290661 | 163789 | 166577 |
| 9 | 서울_331~660㎡ | 3361 | 2744 | 2066 | 2654 | 1948 | 1919 | 1664 | 1731 | 2066 | 2712 | 2706 | 2575 | 2722 | 2639 | 3179 | 2837 | 1757 | 889 |
| 지역_거래규모 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2382 | 제주 제주시_10,001~33,000㎡ | 226 | 274 | 182 | 217 | 189 | 122 | 170 | 184 | 313 | 400 | 338 | 206 | 205 | 178 | 145 | 155 | 137 | 92 |
| 2383 | 제주 제주시_33,000㎡초과 | 85 | 87 | 57 | 38 | 74 | 43 | 35 | 47 | 57 | 86 | 76 | 50 | 43 | 22 | 18 | 27 | 28 | 28 |
| 2384 | 제주 서귀포시_330㎡이하 | 1770 | 4009 | 3689 | 3624 | 3716 | 4723 | 5610 | 7104 | 9624 | 16140 | 17646 | 15857 | 13999 | 9675 | 7682 | 9130 | 7835 | 6021 |
| 2385 | 제주 서귀포시_331~660㎡ | 925 | 1889 | 1384 | 1342 | 1578 | 1837 | 2046 | 2609 | 3506 | 5043 | 4663 | 3383 | 2754 | 1974 | 1767 | 2271 | 1913 | 1317 |
| 2386 | 제주 서귀포시_661~1,000㎡ | 626 | 1249 | 851 | 891 | 953 | 1094 | 1336 | 1567 | 2030 | 2933 | 2161 | 1533 | 1305 | 932 | 842 | 1011 | 912 | 627 |
| 2387 | 제주 서귀포시_1,001~2,000㎡ | 1106 | 1899 | 1247 | 1462 | 1395 | 1505 | 1629 | 2109 | 2848 | 3377 | 2513 | 1968 | 1643 | 1313 | 1269 | 1448 | 1160 | 853 |
| 2388 | 제주 서귀포시_2,001~5,000㎡ | 1474 | 2446 | 1552 | 1889 | 1731 | 1693 | 1832 | 2303 | 3195 | 3666 | 2842 | 2218 | 1969 | 1618 | 1333 | 1521 | 1311 | 946 |
| 2389 | 제주 서귀포시_5,001~10,000㎡ | 421 | 673 | 510 | 555 | 479 | 524 | 511 | 599 | 922 | 1214 | 850 | 637 | 522 | 480 | 373 | 425 | 322 | 271 |
| 2390 | 제주 서귀포시_10,001~33,000㎡ | 146 | 291 | 217 | 187 | 148 | 148 | 156 | 190 | 310 | 437 | 275 | 229 | 169 | 125 | 127 | 123 | 93 | 75 |
| 2391 | 제주 서귀포시_33,000㎡초과 | 42 | 32 | 50 | 26 | 26 | 23 | 9 | 31 | 38 | 61 | 32 | 34 | 17 | 32 | 12 | 12 | 18 | 19 |