Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 1196 |
| Missing cells | 1460 |
| Missing cells (%) | 6.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 198.7 KiB |
| Average record size in memory | 170.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 18 |
Dataset
| Description | 한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 주택 거래현황의 연도별 매입자거주지별(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경 |
|---|---|
| Author | 한국부동산원 |
| URL | https://www.data.go.kr/data/15068433/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 88 (7.4%) missing values | Missing |
2007 has 108 (9.0%) missing values | Missing |
2008 has 100 (8.4%) missing values | Missing |
2009 has 100 (8.4%) missing values | Missing |
2010 has 76 (6.4%) missing values | Missing |
2011 has 88 (7.4%) missing values | Missing |
2012 has 80 (6.7%) missing values | Missing |
2013 has 80 (6.7%) missing values | Missing |
2014 has 52 (4.3%) missing values | Missing |
2015 has 68 (5.7%) missing values | Missing |
2016 has 68 (5.7%) missing values | Missing |
2017 has 80 (6.7%) missing values | Missing |
2018 has 76 (6.4%) missing values | Missing |
2019 has 80 (6.7%) missing values | Missing |
2020 has 80 (6.7%) missing values | Missing |
2021 has 80 (6.7%) missing values | Missing |
2022 has 80 (6.7%) missing values | Missing |
2023 has 76 (6.4%) missing values | Missing |
2006 is highly skewed (γ1 = 20.63829054) | Skewed |
2007 is highly skewed (γ1 = 21.47875206) | Skewed |
2008 is highly skewed (γ1 = 21.10263448) | Skewed |
2009 is highly skewed (γ1 = 21.53948924) | Skewed |
2010 is highly skewed (γ1 = 22.2731454) | Skewed |
2011 is highly skewed (γ1 = 22.79282033) | Skewed |
2012 is highly skewed (γ1 = 23.21043293) | Skewed |
2013 is highly skewed (γ1 = 23.12285596) | Skewed |
2014 is highly skewed (γ1 = 23.70628191) | Skewed |
2015 is highly skewed (γ1 = 22.15746589) | Skewed |
2016 is highly skewed (γ1 = 21.86094078) | Skewed |
2017 is highly skewed (γ1 = 20.77456811) | Skewed |
2018 is highly skewed (γ1 = 20.54758825) | Skewed |
2019 is highly skewed (γ1 = 20.64270437) | Skewed |
2022 is highly skewed (γ1 = 21.12647396) | Skewed |
2023 is highly skewed (γ1 = 21.36407687) | Skewed |
지역 및 매입자거주지 has unique values | Unique |
2006 has 38 (3.2%) zeros | Zeros |
2007 has 36 (3.0%) zeros | Zeros |
2008 has 34 (2.8%) zeros | Zeros |
2009 has 29 (2.4%) zeros | Zeros |
2010 has 30 (2.5%) zeros | Zeros |
2011 has 28 (2.3%) zeros | Zeros |
2012 has 32 (2.7%) zeros | Zeros |
2013 has 31 (2.6%) zeros | Zeros |
2014 has 31 (2.6%) zeros | Zeros |
2015 has 31 (2.6%) zeros | Zeros |
2016 has 31 (2.6%) zeros | Zeros |
2017 has 29 (2.4%) zeros | Zeros |
2018 has 31 (2.6%) zeros | Zeros |
2019 has 32 (2.7%) zeros | Zeros |
2020 has 30 (2.5%) zeros | Zeros |
2021 has 30 (2.5%) zeros | Zeros |
2022 has 32 (2.7%) zeros | Zeros |
2023 has 34 (2.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-30 06:13:26.225023 |
|---|---|
| Analysis finished | 2024-03-30 06:15:31.238699 |
| Duration | 2 minutes and 5.01 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
지역 및 매입자거주지
Text
UNIQUE
| Distinct | 1196 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 14.091137 |
| Min length | 9 |
Characters and Unicode
| Total characters | 16853 |
|---|---|
| Distinct characters | 153 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1196 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 전국 /관할시군구내 |
|---|---|
| 2nd row | 전국 /관할시도내 |
| 3rd row | 전국 /관할시도외_서울 |
| 4th row | 전국 /관할시도외_기타 |
| 5th row | 서울 /관할시군구내 |
| Value | Count | Frequency (%) |
| 경기 | 212 | 8.9% |
| 경남 | 108 | 4.5% |
| 경북 | 104 | 4.3% |
| 서울 | 104 | 4.3% |
| 전남 | 92 | 3.8% |
| 충남 | 80 | 3.3% |
| 충북 | 80 | 3.3% |
| 강원 | 76 | 3.2% |
| 전북 | 68 | 2.8% |
| 부산 | 68 | 2.8% |
| Other values (1037) | 1400 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 1684 | 10.0% |
| 관 | 1200 | 7.1% |
| 1196 | 7.1% | |
| / | 1196 | 7.1% |
| 할 | 1196 | 7.1% |
| 도 | 917 | 5.4% |
| 구 | 863 | 5.1% |
| 군 | 671 | 4.0% |
| 내 | 598 | 3.5% |
| 외 | 598 | 3.5% |
| Other values (143) | 6734 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 13711 | |
| Space Separator | 1196 | 7.1% |
| Other Punctuation | 1196 | 7.1% |
| Connector Punctuation | 598 | 3.5% |
| Close Punctuation | 76 | 0.5% |
| Open Punctuation | 76 | 0.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 1684 | 12.3% |
| 관 | 1200 | 8.8% |
| 할 | 1196 | 8.7% |
| 도 | 917 | 6.7% |
| 구 | 863 | 6.3% |
| 군 | 671 | 4.9% |
| 내 | 598 | 4.4% |
| 외 | 598 | 4.4% |
| 기 | 523 | 3.8% |
| 서 | 471 | 3.4% |
| Other values (138) | 4990 |
Space Separator
| Value | Count | Frequency (%) |
| 1196 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1196 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 598 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 76 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 76 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 13711 | |
| Common | 3142 | 18.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 1684 | 12.3% |
| 관 | 1200 | 8.8% |
| 할 | 1196 | 8.7% |
| 도 | 917 | 6.7% |
| 구 | 863 | 6.3% |
| 군 | 671 | 4.9% |
| 내 | 598 | 4.4% |
| 외 | 598 | 4.4% |
| 기 | 523 | 3.8% |
| 서 | 471 | 3.4% |
| Other values (138) | 4990 |
Common
| Value | Count | Frequency (%) |
| 1196 | ||
| / | 1196 | |
| _ | 598 | |
| ) | 76 | 2.4% |
| ( | 76 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 13711 | |
| ASCII | 3142 | 18.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 1684 | 12.3% |
| 관 | 1200 | 8.8% |
| 할 | 1196 | 8.7% |
| 도 | 917 | 6.7% |
| 구 | 863 | 6.3% |
| 군 | 671 | 4.9% |
| 내 | 598 | 4.4% |
| 외 | 598 | 4.4% |
| 기 | 523 | 3.8% |
| 서 | 471 | 3.4% |
| Other values (138) | 4990 |
ASCII
| Value | Count | Frequency (%) |
| 1196 | ||
| / | 1196 | |
| _ | 598 | |
| ) | 76 | 2.4% |
| ( | 76 | 2.4% |
2006
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 419 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 88 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 351.5009 |
| Minimum | 0 |
|---|---|
| Maximum | 64699 |
| Zeros | 38 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 48 |
| Q3 | 234 |
| 95-th percentile | 788.65 |
| Maximum | 64699 |
| Range | 64699 |
| Interquartile range (IQR) | 225 |
Descriptive statistics
| Standard deviation | 2392.5772 |
|---|---|
| Coefficient of variation (CV) | 6.8067454 |
| Kurtosis | 506.42964 |
| Mean | 351.5009 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 20.638291 |
| Sum | 389463 |
| Variance | 5724425.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 48 | 4.0% |
| 0 | 38 | 3.2% |
| 2 | 38 | 3.2% |
| 3 | 35 | 2.9% |
| 4 | 33 | 2.8% |
| 6 | 29 | 2.4% |
| 5 | 25 | 2.1% |
| 11 | 19 | 1.6% |
| 9 | 18 | 1.5% |
| 12 | 17 | 1.4% |
| Other values (409) | 808 | |
| (Missing) | 88 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 48 | |
| 2 | 38 | |
| 3 | 35 | |
| 4 | 33 | |
| 5 | 25 | |
| 6 | 29 | |
| 7 | 17 | 1.4% |
| 8 | 8 | 0.7% |
| 9 | 18 | 1.5% |
| Value | Count | Frequency (%) |
| 64699 | 1 | |
| 32412 | 1 | |
| 17096 | 1 | |
| 15790 | 1 | |
| 11983 | 1 | |
| 10146 | 1 | |
| 9581 | 1 | |
| 9144 | 1 | |
| 6794 | 1 | |
| 4693 | 1 |
2007
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 364 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 108 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.78952 |
| Minimum | 0 |
|---|---|
| Maximum | 52720 |
| Zeros | 36 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 43 |
| Q3 | 166 |
| 95-th percentile | 656.2 |
| Maximum | 52720 |
| Range | 52720 |
| Interquartile range (IQR) | 157 |
Descriptive statistics
| Standard deviation | 1909.5487 |
|---|---|
| Coefficient of variation (CV) | 6.776507 |
| Kurtosis | 547.855 |
| Mean | 281.78952 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 21.478752 |
| Sum | 306587 |
| Variance | 3646376.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 50 | 4.2% |
| 2 | 36 | 3.0% |
| 0 | 36 | 3.0% |
| 3 | 32 | 2.7% |
| 5 | 30 | 2.5% |
| 7 | 28 | 2.3% |
| 4 | 27 | 2.3% |
| 11 | 17 | 1.4% |
| 6 | 17 | 1.4% |
| 12 | 16 | 1.3% |
| Other values (354) | 799 | |
| (Missing) | 108 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 50 | |
| 2 | 36 | |
| 3 | 32 | |
| 4 | 27 | |
| 5 | 30 | |
| 6 | 17 | 1.4% |
| 7 | 28 | |
| 8 | 13 | 1.1% |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 52720 | 1 | |
| 23700 | 1 | |
| 14073 | 1 | |
| 10403 | 1 | |
| 7354 | 1 | |
| 6950 | 1 | |
| 6844 | 1 | |
| 5603 | 1 | |
| 5558 | 1 | |
| 4534 | 1 |
2008
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 365 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 100 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266.71077 |
| Minimum | 0 |
|---|---|
| Maximum | 48020 |
| Zeros | 34 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 52 |
| Q3 | 166.25 |
| 95-th percentile | 646.5 |
| Maximum | 48020 |
| Range | 48020 |
| Interquartile range (IQR) | 156.25 |
Descriptive statistics
| Standard deviation | 1758.9643 |
|---|---|
| Coefficient of variation (CV) | 6.5950255 |
| Kurtosis | 527.00135 |
| Mean | 266.71077 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 21.102634 |
| Sum | 292315 |
| Variance | 3093955.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 49 | 4.1% |
| 0 | 34 | 2.8% |
| 2 | 34 | 2.8% |
| 3 | 30 | 2.5% |
| 4 | 25 | 2.1% |
| 7 | 23 | 1.9% |
| 6 | 22 | 1.8% |
| 8 | 22 | 1.8% |
| 10 | 19 | 1.6% |
| 11 | 19 | 1.6% |
| Other values (355) | 819 | |
| (Missing) | 100 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 49 | |
| 2 | 34 | |
| 3 | 30 | |
| 4 | 25 | |
| 5 | 13 | 1.1% |
| 6 | 22 | |
| 7 | 23 | |
| 8 | 22 | |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 48020 | 1 | |
| 23145 | 1 | |
| 14190 | 1 | |
| 9234 | 1 | |
| 7776 | 1 | |
| 6280 | 1 | |
| 5931 | 1 | |
| 5169 | 1 | |
| 4440 | 1 | |
| 4276 | 1 |
2009
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 371 |
|---|---|
| Distinct (%) | 33.9% |
| Missing | 100 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 274.78558 |
| Minimum | 0 |
|---|---|
| Maximum | 50377 |
| Zeros | 29 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 51 |
| Q3 | 169 |
| 95-th percentile | 716.75 |
| Maximum | 50377 |
| Range | 50377 |
| Interquartile range (IQR) | 158 |
Descriptive statistics
| Standard deviation | 1819.1789 |
|---|---|
| Coefficient of variation (CV) | 6.6203578 |
| Kurtosis | 550.34535 |
| Mean | 274.78558 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 21.539489 |
| Sum | 301165 |
| Variance | 3309411.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 38 | 3.2% |
| 1 | 34 | 2.8% |
| 3 | 33 | 2.8% |
| 0 | 29 | 2.4% |
| 4 | 28 | 2.3% |
| 6 | 21 | 1.8% |
| 8 | 20 | 1.7% |
| 20 | 18 | 1.5% |
| 7 | 17 | 1.4% |
| 12 | 16 | 1.3% |
| Other values (361) | 842 | |
| (Missing) | 100 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 34 | |
| 2 | 38 | |
| 3 | 33 | |
| 4 | 28 | |
| 5 | 16 | |
| 6 | 21 | |
| 7 | 17 | |
| 8 | 20 | |
| 9 | 15 | 1.3% |
| Value | Count | Frequency (%) |
| 50377 | 1 | |
| 22622 | 1 | |
| 12804 | 1 | |
| 11291 | 1 | |
| 8904 | 1 | |
| 6524 | 1 | |
| 6438 | 1 | |
| 4746 | 1 | |
| 4368 | 1 | |
| 4362 | 1 |
2010
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 362 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 76 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 258.17768 |
| Minimum | 0 |
|---|---|
| Maximum | 49309 |
| Zeros | 30 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10.75 |
| median | 46 |
| Q3 | 157 |
| 95-th percentile | 646.4 |
| Maximum | 49309 |
| Range | 49309 |
| Interquartile range (IQR) | 146.25 |
Descriptive statistics
| Standard deviation | 1740.3599 |
|---|---|
| Coefficient of variation (CV) | 6.7409388 |
| Kurtosis | 586.1558 |
| Mean | 258.17768 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 22.273145 |
| Sum | 289159 |
| Variance | 3028852.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 49 | 4.1% |
| 1 | 36 | 3.0% |
| 0 | 30 | 2.5% |
| 3 | 30 | 2.5% |
| 8 | 24 | 2.0% |
| 4 | 24 | 2.0% |
| 5 | 24 | 2.0% |
| 6 | 22 | 1.8% |
| 12 | 22 | 1.8% |
| 13 | 16 | 1.3% |
| Other values (352) | 843 | |
| (Missing) | 76 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 36 | |
| 2 | 49 | |
| 3 | 30 | |
| 4 | 24 | |
| 5 | 24 | |
| 6 | 22 | |
| 7 | 13 | 1.1% |
| 8 | 24 | |
| 9 | 15 | 1.3% |
| Value | Count | Frequency (%) |
| 49309 | 1 | |
| 20868 | 1 | |
| 13409 | 1 | |
| 10563 | 1 | |
| 7585 | 1 | |
| 5715 | 1 | |
| 5055 | 1 | |
| 4558 | 1 | |
| 4500 | 1 | |
| 3629 | 1 |
2011
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 381 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 88 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302.81318 |
| Minimum | 0 |
|---|---|
| Maximum | 58460 |
| Zeros | 28 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 12 |
| median | 52.5 |
| Q3 | 186.25 |
| 95-th percentile | 801.3 |
| Maximum | 58460 |
| Range | 58460 |
| Interquartile range (IQR) | 174.25 |
Descriptive statistics
| Standard deviation | 2047.9358 |
|---|---|
| Coefficient of variation (CV) | 6.7630339 |
| Kurtosis | 608.35801 |
| Mean | 302.81318 |
| Median Absolute Deviation (MAD) | 48.5 |
| Skewness | 22.79282 |
| Sum | 335517 |
| Variance | 4194041 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 34 | 2.8% |
| 2 | 30 | 2.5% |
| 1 | 29 | 2.4% |
| 0 | 28 | 2.3% |
| 5 | 28 | 2.3% |
| 6 | 22 | 1.8% |
| 8 | 21 | 1.8% |
| 9 | 19 | 1.6% |
| 4 | 18 | 1.5% |
| 7 | 18 | 1.5% |
| Other values (371) | 861 | |
| (Missing) | 88 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 29 | |
| 2 | 30 | |
| 3 | 34 | |
| 4 | 18 | |
| 5 | 28 | |
| 6 | 22 | |
| 7 | 18 | |
| 8 | 21 | |
| 9 | 19 |
| Value | Count | Frequency (%) |
| 58460 | 1 | |
| 24270 | 1 | |
| 15161 | 1 | |
| 11536 | 1 | |
| 7326 | 1 | |
| 5975 | 1 | |
| 5172 | 1 | |
| 5101 | 1 | |
| 5049 | 1 | |
| 3891 | 1 |
2012
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 352 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 244.28853 |
| Minimum | 0 |
|---|---|
| Maximum | 48185 |
| Zeros | 32 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 43 |
| Q3 | 146 |
| 95-th percentile | 665.25 |
| Maximum | 48185 |
| Range | 48185 |
| Interquartile range (IQR) | 135 |
Descriptive statistics
| Standard deviation | 1666.4702 |
|---|---|
| Coefficient of variation (CV) | 6.8217291 |
| Kurtosis | 631.42963 |
| Mean | 244.28853 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 23.210433 |
| Sum | 272626 |
| Variance | 2777122.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 37 | 3.1% |
| 0 | 32 | 2.7% |
| 3 | 31 | 2.6% |
| 1 | 30 | 2.5% |
| 5 | 29 | 2.4% |
| 4 | 28 | 2.3% |
| 9 | 21 | 1.8% |
| 15 | 20 | 1.7% |
| 7 | 20 | 1.7% |
| 6 | 17 | 1.4% |
| Other values (342) | 851 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 30 | |
| 2 | 37 | |
| 3 | 31 | |
| 4 | 28 | |
| 5 | 29 | |
| 6 | 17 | |
| 7 | 20 | |
| 8 | 14 | 1.2% |
| 9 | 21 |
| Value | Count | Frequency (%) |
| 48185 | 1 | |
| 18550 | 1 | |
| 12449 | 1 | |
| 9336 | 1 | |
| 6358 | 1 | |
| 4706 | 1 | |
| 4218 | 1 | |
| 4180 | 1 | |
| 3679 | 1 | |
| 3611 | 1 |
2013
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 383 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.2948 |
| Minimum | 0 |
|---|---|
| Maximum | 56094 |
| Zeros | 31 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 11 |
| median | 45 |
| Q3 | 166.25 |
| 95-th percentile | 718.25 |
| Maximum | 56094 |
| Range | 56094 |
| Interquartile range (IQR) | 155.25 |
Descriptive statistics
| Standard deviation | 1947.0551 |
|---|---|
| Coefficient of variation (CV) | 6.9217598 |
| Kurtosis | 624.95149 |
| Mean | 281.2948 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 23.122856 |
| Sum | 313925 |
| Variance | 3791023.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 40 | 3.3% |
| 4 | 36 | 3.0% |
| 3 | 35 | 2.9% |
| 0 | 31 | 2.6% |
| 1 | 23 | 1.9% |
| 7 | 20 | 1.7% |
| 10 | 20 | 1.7% |
| 18 | 18 | 1.5% |
| 5 | 18 | 1.5% |
| 6 | 17 | 1.4% |
| Other values (373) | 858 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 23 | |
| 2 | 40 | |
| 3 | 35 | |
| 4 | 36 | |
| 5 | 18 | |
| 6 | 17 | |
| 7 | 20 | |
| 8 | 11 | 0.9% |
| 9 | 17 |
| Value | Count | Frequency (%) |
| 56094 | 1 | |
| 22626 | 1 | |
| 14071 | 1 | |
| 11426 | 1 | |
| 6255 | 1 | |
| 5539 | 1 | |
| 5314 | 1 | |
| 5214 | 1 | |
| 4347 | 1 | |
| 4206 | 1 |
2014
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 413 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 52 |
| Missing (%) | 4.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 344.34353 |
| Minimum | 0 |
|---|---|
| Maximum | 71629 |
| Zeros | 31 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 57 |
| Q3 | 191.5 |
| 95-th percentile | 881.85 |
| Maximum | 71629 |
| Range | 71629 |
| Interquartile range (IQR) | 177.5 |
Descriptive statistics
| Standard deviation | 2440.5043 |
|---|---|
| Coefficient of variation (CV) | 7.0874114 |
| Kurtosis | 655.16473 |
| Mean | 344.34353 |
| Median Absolute Deviation (MAD) | 52.5 |
| Skewness | 23.706282 |
| Sum | 393929 |
| Variance | 5956061.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 31 | 2.6% |
| 0 | 31 | 2.6% |
| 3 | 29 | 2.4% |
| 4 | 27 | 2.3% |
| 5 | 25 | 2.1% |
| 1 | 21 | 1.8% |
| 11 | 19 | 1.6% |
| 12 | 18 | 1.5% |
| 10 | 18 | 1.5% |
| 6 | 17 | 1.4% |
| Other values (403) | 908 | |
| (Missing) | 52 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 21 | |
| 2 | 31 | |
| 3 | 29 | |
| 4 | 27 | |
| 5 | 25 | |
| 6 | 17 | |
| 7 | 14 | |
| 8 | 13 | |
| 9 | 7 | 0.6% |
| Value | Count | Frequency (%) |
| 71629 | 1 | |
| 28124 | 1 | |
| 17029 | 1 | |
| 14482 | 1 | |
| 8924 | 1 | |
| 7355 | 1 | |
| 6652 | 1 | |
| 5931 | 1 | |
| 5344 | 1 | |
| 5146 | 1 |
2015
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 451 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 68 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 410.38298 |
| Minimum | 0 |
|---|---|
| Maximum | 79592 |
| Zeros | 31 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 16 |
| median | 71 |
| Q3 | 254.25 |
| 95-th percentile | 1033.8 |
| Maximum | 79592 |
| Range | 79592 |
| Interquartile range (IQR) | 238.25 |
Descriptive statistics
| Standard deviation | 2819.3738 |
|---|---|
| Coefficient of variation (CV) | 6.8701041 |
| Kurtosis | 577.79101 |
| Mean | 410.38298 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 22.157466 |
| Sum | 462912 |
| Variance | 7948868.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31 | 2.6% |
| 2 | 27 | 2.3% |
| 4 | 26 | 2.2% |
| 3 | 25 | 2.1% |
| 5 | 23 | 1.9% |
| 7 | 19 | 1.6% |
| 8 | 16 | 1.3% |
| 1 | 15 | 1.3% |
| 6 | 14 | 1.2% |
| 28 | 13 | 1.1% |
| Other values (441) | 919 | |
| (Missing) | 68 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 15 | |
| 2 | 27 | |
| 3 | 25 | |
| 4 | 26 | |
| 5 | 23 | |
| 6 | 14 | |
| 7 | 19 | |
| 8 | 16 | |
| 9 | 12 | 1.0% |
| Value | Count | Frequency (%) |
| 79592 | 1 | |
| 35216 | 1 | |
| 21852 | 1 | |
| 18885 | 1 | |
| 12209 | 1 | |
| 8303 | 1 | |
| 8005 | 1 | |
| 7515 | 1 | |
| 6321 | 1 | |
| 6177 | 1 |
2016
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 433 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 68 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 373.9805 |
| Minimum | 0 |
|---|---|
| Maximum | 71974 |
| Zeros | 31 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 65 |
| Q3 | 234.75 |
| 95-th percentile | 902.3 |
| Maximum | 71974 |
| Range | 71974 |
| Interquartile range (IQR) | 219.75 |
Descriptive statistics
| Standard deviation | 2566.2583 |
|---|---|
| Coefficient of variation (CV) | 6.8620109 |
| Kurtosis | 564.31999 |
| Mean | 373.9805 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | 21.860941 |
| Sum | 421850 |
| Variance | 6585681.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31 | 2.6% |
| 4 | 29 | 2.4% |
| 5 | 25 | 2.1% |
| 3 | 23 | 1.9% |
| 2 | 22 | 1.8% |
| 1 | 20 | 1.7% |
| 10 | 19 | 1.6% |
| 23 | 17 | 1.4% |
| 6 | 17 | 1.4% |
| 12 | 16 | 1.3% |
| Other values (423) | 909 | |
| (Missing) | 68 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 20 | |
| 2 | 22 | |
| 3 | 23 | |
| 4 | 29 | |
| 5 | 25 | |
| 6 | 17 | |
| 7 | 16 | |
| 8 | 13 | |
| 9 | 14 |
| Value | Count | Frequency (%) |
| 71974 | 1 | |
| 32294 | 1 | |
| 19694 | 1 | |
| 17962 | 1 | |
| 11390 | 1 | |
| 8568 | 1 | |
| 8409 | 1 | |
| 7241 | 1 | |
| 5597 | 1 | |
| 5579 | 1 |
2017
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 433 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 400.3647 |
| Minimum | 0 |
|---|---|
| Maximum | 72465 |
| Zeros | 29 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 68 |
| Q3 | 260 |
| 95-th percentile | 963.25 |
| Maximum | 72465 |
| Range | 72465 |
| Interquartile range (IQR) | 245 |
Descriptive statistics
| Standard deviation | 2674.3738 |
|---|---|
| Coefficient of variation (CV) | 6.6798442 |
| Kurtosis | 509.44402 |
| Mean | 400.3647 |
| Median Absolute Deviation (MAD) | 63.5 |
| Skewness | 20.774568 |
| Sum | 446807 |
| Variance | 7152275.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 29 | 2.4% |
| 4 | 28 | 2.3% |
| 2 | 25 | 2.1% |
| 5 | 25 | 2.1% |
| 3 | 24 | 2.0% |
| 6 | 22 | 1.8% |
| 1 | 19 | 1.6% |
| 33 | 17 | 1.4% |
| 10 | 17 | 1.4% |
| 8 | 15 | 1.3% |
| Other values (423) | 895 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 19 | |
| 2 | 25 | |
| 3 | 24 | |
| 4 | 28 | |
| 5 | 25 | |
| 6 | 22 | |
| 7 | 15 | |
| 8 | 15 | |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 72465 | 1 | |
| 36710 | 1 | |
| 21657 | 1 | |
| 19294 | 1 | |
| 10643 | 1 | |
| 9961 | 1 | |
| 9545 | 1 | |
| 7367 | 1 | |
| 6252 | 1 | |
| 5687 | 1 |
2018
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 442 |
|---|---|
| Distinct (%) | 39.5% |
| Missing | 76 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 388.24464 |
| Minimum | 0 |
|---|---|
| Maximum | 70264 |
| Zeros | 31 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 68.5 |
| Q3 | 239.5 |
| 95-th percentile | 944 |
| Maximum | 70264 |
| Range | 70264 |
| Interquartile range (IQR) | 224.5 |
Descriptive statistics
| Standard deviation | 2608.8422 |
|---|---|
| Coefficient of variation (CV) | 6.7195833 |
| Kurtosis | 498.5546 |
| Mean | 388.24464 |
| Median Absolute Deviation (MAD) | 63.5 |
| Skewness | 20.547588 |
| Sum | 434834 |
| Variance | 6806057.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31 | 2.6% |
| 2 | 28 | 2.3% |
| 5 | 26 | 2.2% |
| 4 | 25 | 2.1% |
| 3 | 24 | 2.0% |
| 1 | 20 | 1.7% |
| 7 | 18 | 1.5% |
| 6 | 18 | 1.5% |
| 12 | 14 | 1.2% |
| 10 | 14 | 1.2% |
| Other values (432) | 902 | |
| (Missing) | 76 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 20 | |
| 2 | 28 | |
| 3 | 24 | |
| 4 | 25 | |
| 5 | 26 | |
| 6 | 18 | |
| 7 | 18 | |
| 8 | 13 | |
| 9 | 11 | 0.9% |
| Value | Count | Frequency (%) |
| 70264 | 1 | |
| 36258 | 1 | |
| 21167 | 1 | |
| 19814 | 1 | |
| 11726 | 1 | |
| 10069 | 1 | |
| 8585 | 1 | |
| 7581 | 1 | |
| 6533 | 1 | |
| 4012 | 1 |
2019
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 415 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 351.67473 |
| Minimum | 0 |
|---|---|
| Maximum | 63383 |
| Zeros | 32 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 58.5 |
| Q3 | 213.25 |
| 95-th percentile | 838.25 |
| Maximum | 63383 |
| Range | 63383 |
| Interquartile range (IQR) | 199.25 |
Descriptive statistics
| Standard deviation | 2353.8526 |
|---|---|
| Coefficient of variation (CV) | 6.6932662 |
| Kurtosis | 501.26597 |
| Mean | 351.67473 |
| Median Absolute Deviation (MAD) | 54.5 |
| Skewness | 20.642704 |
| Sum | 392469 |
| Variance | 5540622.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 32 | 2.7% |
| 2 | 29 | 2.4% |
| 5 | 27 | 2.3% |
| 3 | 27 | 2.3% |
| 1 | 23 | 1.9% |
| 4 | 21 | 1.8% |
| 9 | 20 | 1.7% |
| 7 | 17 | 1.4% |
| 8 | 17 | 1.4% |
| 6 | 16 | 1.3% |
| Other values (405) | 887 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 23 | |
| 2 | 29 | |
| 3 | 27 | |
| 4 | 21 | |
| 5 | 27 | |
| 6 | 16 | |
| 7 | 17 | |
| 8 | 17 | |
| 9 | 20 |
| Value | Count | Frequency (%) |
| 63383 | 1 | |
| 33165 | 1 | |
| 18609 | 1 | |
| 17926 | 1 | |
| 10347 | 1 | |
| 8201 | 1 | |
| 6562 | 1 | |
| 5771 | 1 | |
| 5315 | 1 | |
| 4440 | 1 |
2020
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 472 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 451.51075 |
| Minimum | 0 |
|---|---|
| Maximum | 76241 |
| Zeros | 30 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 18 |
| median | 89 |
| Q3 | 285.75 |
| 95-th percentile | 1098.25 |
| Maximum | 76241 |
| Range | 76241 |
| Interquartile range (IQR) | 267.75 |
Descriptive statistics
| Standard deviation | 2921.1031 |
|---|---|
| Coefficient of variation (CV) | 6.4696203 |
| Kurtosis | 456.42174 |
| Mean | 451.51075 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 19.705932 |
| Sum | 503886 |
| Variance | 8532843.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 30 | 2.5% |
| 7 | 24 | 2.0% |
| 2 | 23 | 1.9% |
| 3 | 23 | 1.9% |
| 15 | 21 | 1.8% |
| 4 | 21 | 1.8% |
| 5 | 18 | 1.5% |
| 8 | 17 | 1.4% |
| 14 | 13 | 1.1% |
| 1 | 13 | 1.1% |
| Other values (462) | 913 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 13 | |
| 2 | 23 | |
| 3 | 23 | |
| 4 | 21 | |
| 5 | 18 | |
| 6 | 12 | 1.0% |
| 7 | 24 | |
| 8 | 17 | |
| 9 | 11 | 0.9% |
| Value | Count | Frequency (%) |
| 76241 | 1 | |
| 43323 | 1 | |
| 27099 | 1 | |
| 20698 | 1 | |
| 13304 | 1 | |
| 11554 | 1 | |
| 7700 | 1 | |
| 7504 | 1 | |
| 7041 | 1 | |
| 5688 | 1 |
2021
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 411 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 351.80108 |
| Minimum | 0 |
|---|---|
| Maximum | 59372 |
| Zeros | 30 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 19 |
| median | 80 |
| Q3 | 212 |
| 95-th percentile | 852.5 |
| Maximum | 59372 |
| Range | 59372 |
| Interquartile range (IQR) | 193 |
Descriptive statistics
| Standard deviation | 2249.9981 |
|---|---|
| Coefficient of variation (CV) | 6.3956544 |
| Kurtosis | 467.71623 |
| Mean | 351.80108 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 19.904468 |
| Sum | 392610 |
| Variance | 5062491.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 30 | 2.5% |
| 4 | 26 | 2.2% |
| 3 | 19 | 1.6% |
| 5 | 19 | 1.6% |
| 1 | 19 | 1.6% |
| 6 | 17 | 1.4% |
| 15 | 15 | 1.3% |
| 9 | 15 | 1.3% |
| 2 | 15 | 1.3% |
| 8 | 14 | 1.2% |
| Other values (401) | 927 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 19 | |
| 2 | 15 | |
| 3 | 19 | |
| 4 | 26 | |
| 5 | 19 | |
| 6 | 17 | |
| 7 | 13 | |
| 8 | 14 | |
| 9 | 15 |
| Value | Count | Frequency (%) |
| 59372 | 1 | |
| 31354 | 1 | |
| 22864 | 1 | |
| 15047 | 1 | |
| 9799 | 1 | |
| 9441 | 1 | |
| 5554 | 1 | |
| 5223 | 1 | |
| 5182 | 1 | |
| 5094 | 1 |
2022
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 313 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 80 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 204.34857 |
| Minimum | 0 |
|---|---|
| Maximum | 36662 |
| Zeros | 32 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.75 |
| Q1 | 13 |
| median | 44 |
| Q3 | 117 |
| 95-th percentile | 575 |
| Maximum | 36662 |
| Range | 36662 |
| Interquartile range (IQR) | 104 |
Descriptive statistics
| Standard deviation | 1338.4266 |
|---|---|
| Coefficient of variation (CV) | 6.5497237 |
| Kurtosis | 526.3485 |
| Mean | 204.34857 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 21.126474 |
| Sum | 228053 |
| Variance | 1791385.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 37 | 3.1% |
| 0 | 32 | 2.7% |
| 3 | 27 | 2.3% |
| 5 | 27 | 2.3% |
| 1 | 24 | 2.0% |
| 9 | 21 | 1.8% |
| 4 | 21 | 1.8% |
| 6 | 18 | 1.5% |
| 11 | 17 | 1.4% |
| 12 | 16 | 1.3% |
| Other values (303) | 876 | |
| (Missing) | 80 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 24 | |
| 2 | 37 | |
| 3 | 27 | |
| 4 | 21 | |
| 5 | 27 | |
| 6 | 18 | |
| 7 | 14 | 1.2% |
| 8 | 11 | 0.9% |
| 9 | 21 |
| Value | Count | Frequency (%) |
| 36662 | 1 | |
| 17408 | 1 | |
| 12637 | 1 | |
| 8345 | 1 | |
| 5097 | 1 | |
| 4817 | 1 | |
| 3286 | 1 | |
| 3147 | 1 | |
| 2582 | 1 | |
| 2436 | 1 |
2023
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED ZEROS
| Distinct | 327 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 76 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.1625 |
| Minimum | 0 |
|---|---|
| Maximum | 37445 |
| Zeros | 34 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 36 |
| Q3 | 115.25 |
| 95-th percentile | 544.25 |
| Maximum | 37445 |
| Range | 37445 |
| Interquartile range (IQR) | 105.25 |
Descriptive statistics
| Standard deviation | 1363.3551 |
|---|---|
| Coefficient of variation (CV) | 6.7438575 |
| Kurtosis | 534.29534 |
| Mean | 202.1625 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 21.364077 |
| Sum | 226422 |
| Variance | 1858737.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 43 | 3.6% |
| 2 | 38 | 3.2% |
| 0 | 34 | 2.8% |
| 4 | 34 | 2.8% |
| 1 | 33 | 2.8% |
| 5 | 25 | 2.1% |
| 7 | 22 | 1.8% |
| 10 | 20 | 1.7% |
| 6 | 20 | 1.7% |
| 20 | 16 | 1.3% |
| Other values (317) | 835 | |
| (Missing) | 76 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 33 | |
| 2 | 38 | |
| 3 | 43 | |
| 4 | 34 | |
| 5 | 25 | |
| 6 | 20 | |
| 7 | 22 | |
| 8 | 15 | 1.3% |
| 9 | 14 | 1.2% |
| Value | Count | Frequency (%) |
| 37445 | 1 | |
| 18834 | 1 | |
| 11060 | 1 | |
| 9249 | 1 | |
| 5200 | 1 | |
| 3931 | 1 | |
| 3344 | 1 | |
| 2896 | 1 | |
| 2819 | 1 | |
| 2503 | 1 |
| 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006 | 1.000 | 0.993 | 0.995 | 0.999 | 0.996 | 0.990 | 0.988 | 0.995 | 0.993 | 0.999 | 1.000 | 1.000 | 0.971 | 0.999 | 0.957 | 0.943 | 0.943 | 0.997 |
| 2007 | 0.993 | 1.000 | 1.000 | 0.993 | 0.987 | 0.998 | 0.996 | 0.986 | 0.984 | 0.993 | 0.995 | 0.995 | 0.973 | 0.993 | 0.961 | 0.950 | 0.950 | 0.990 |
| 2008 | 0.995 | 1.000 | 1.000 | 0.995 | 0.989 | 0.999 | 0.997 | 0.987 | 0.985 | 0.995 | 0.997 | 0.997 | 1.000 | 0.995 | 0.971 | 0.957 | 0.957 | 0.991 |
| 2009 | 0.999 | 0.993 | 0.995 | 1.000 | 0.998 | 0.993 | 0.990 | 0.996 | 0.994 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.961 | 0.961 | 0.999 |
| 2010 | 0.996 | 0.987 | 0.989 | 0.998 | 1.000 | 0.987 | 0.990 | 0.991 | 0.994 | 0.998 | 0.996 | 0.996 | 0.938 | 0.998 | 0.946 | 0.961 | 0.961 | 0.999 |
| 2011 | 0.990 | 0.998 | 0.999 | 0.993 | 0.987 | 1.000 | 0.999 | 0.991 | 0.988 | 0.993 | 0.991 | 0.991 | 0.961 | 0.993 | 0.969 | 0.950 | 0.950 | 0.988 |
| 2012 | 0.988 | 0.996 | 0.997 | 0.990 | 0.990 | 0.999 | 1.000 | 0.986 | 0.986 | 0.990 | 0.989 | 0.989 | 0.958 | 0.990 | 0.961 | 0.967 | 0.967 | 0.991 |
| 2013 | 0.995 | 0.986 | 0.987 | 0.996 | 0.991 | 0.991 | 0.986 | 1.000 | 0.998 | 0.996 | 0.995 | 0.995 | 0.932 | 0.996 | 0.938 | 0.913 | 0.913 | 0.991 |
| 2014 | 0.993 | 0.984 | 0.985 | 0.994 | 0.994 | 0.988 | 0.986 | 0.998 | 1.000 | 0.994 | 0.994 | 0.994 | 0.922 | 0.994 | 0.926 | 0.913 | 0.913 | 0.991 |
| 2015 | 0.999 | 0.993 | 0.995 | 1.000 | 0.998 | 0.993 | 0.990 | 0.996 | 0.994 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.961 | 0.961 | 0.999 |
| 2016 | 1.000 | 0.995 | 0.997 | 1.000 | 0.996 | 0.991 | 0.989 | 0.995 | 0.994 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.967 | 0.950 | 0.950 | 0.998 |
| 2017 | 1.000 | 0.995 | 0.997 | 1.000 | 0.996 | 0.991 | 0.989 | 0.995 | 0.994 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.967 | 0.950 | 0.950 | 0.998 |
| 2018 | 0.971 | 0.973 | 1.000 | 0.967 | 0.938 | 0.961 | 0.958 | 0.932 | 0.922 | 0.967 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 0.999 | 0.999 | 0.950 |
| 2019 | 0.999 | 0.993 | 0.995 | 1.000 | 0.998 | 0.993 | 0.990 | 0.996 | 0.994 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.961 | 0.961 | 0.999 |
| 2020 | 0.957 | 0.961 | 0.971 | 1.000 | 0.946 | 0.969 | 0.961 | 0.938 | 0.926 | 1.000 | 0.967 | 0.967 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.961 |
| 2021 | 0.943 | 0.950 | 0.957 | 0.961 | 0.961 | 0.950 | 0.967 | 0.913 | 0.913 | 0.961 | 0.950 | 0.950 | 0.999 | 0.961 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2022 | 0.943 | 0.950 | 0.957 | 0.961 | 0.961 | 0.950 | 0.967 | 0.913 | 0.913 | 0.961 | 0.950 | 0.950 | 0.999 | 0.961 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2023 | 0.997 | 0.990 | 0.991 | 0.999 | 0.999 | 0.988 | 0.991 | 0.991 | 0.991 | 0.999 | 0.998 | 0.998 | 0.950 | 0.999 | 0.961 | 1.000 | 1.000 | 1.000 |
| 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006 | 1.000 | 0.965 | 0.952 | 0.943 | 0.936 | 0.938 | 0.930 | 0.937 | 0.936 | 0.948 | 0.949 | 0.946 | 0.945 | 0.950 | 0.954 | 0.934 | 0.892 | 0.920 |
| 2007 | 0.965 | 1.000 | 0.971 | 0.949 | 0.947 | 0.951 | 0.942 | 0.946 | 0.944 | 0.950 | 0.951 | 0.948 | 0.941 | 0.946 | 0.952 | 0.945 | 0.919 | 0.932 |
| 2008 | 0.952 | 0.971 | 1.000 | 0.960 | 0.951 | 0.953 | 0.946 | 0.949 | 0.947 | 0.950 | 0.946 | 0.944 | 0.938 | 0.942 | 0.950 | 0.947 | 0.918 | 0.930 |
| 2009 | 0.943 | 0.949 | 0.960 | 1.000 | 0.959 | 0.958 | 0.945 | 0.950 | 0.948 | 0.949 | 0.945 | 0.942 | 0.937 | 0.940 | 0.947 | 0.933 | 0.903 | 0.926 |
| 2010 | 0.936 | 0.947 | 0.951 | 0.959 | 1.000 | 0.968 | 0.961 | 0.956 | 0.947 | 0.943 | 0.937 | 0.935 | 0.930 | 0.939 | 0.941 | 0.936 | 0.914 | 0.927 |
| 2011 | 0.938 | 0.951 | 0.953 | 0.958 | 0.968 | 1.000 | 0.973 | 0.968 | 0.963 | 0.958 | 0.949 | 0.949 | 0.940 | 0.948 | 0.950 | 0.944 | 0.925 | 0.938 |
| 2012 | 0.930 | 0.942 | 0.946 | 0.945 | 0.961 | 0.973 | 1.000 | 0.976 | 0.967 | 0.961 | 0.950 | 0.949 | 0.939 | 0.947 | 0.951 | 0.947 | 0.931 | 0.941 |
| 2013 | 0.937 | 0.946 | 0.949 | 0.950 | 0.956 | 0.968 | 0.976 | 1.000 | 0.977 | 0.970 | 0.963 | 0.960 | 0.951 | 0.956 | 0.954 | 0.944 | 0.930 | 0.947 |
| 2014 | 0.936 | 0.944 | 0.947 | 0.948 | 0.947 | 0.963 | 0.967 | 0.977 | 1.000 | 0.977 | 0.969 | 0.965 | 0.951 | 0.956 | 0.953 | 0.943 | 0.930 | 0.947 |
| 2015 | 0.948 | 0.950 | 0.950 | 0.949 | 0.943 | 0.958 | 0.961 | 0.970 | 0.977 | 1.000 | 0.979 | 0.973 | 0.962 | 0.962 | 0.960 | 0.950 | 0.930 | 0.948 |
| 2016 | 0.949 | 0.951 | 0.946 | 0.945 | 0.937 | 0.949 | 0.950 | 0.963 | 0.969 | 0.979 | 1.000 | 0.984 | 0.972 | 0.971 | 0.962 | 0.952 | 0.930 | 0.953 |
| 2017 | 0.946 | 0.948 | 0.944 | 0.942 | 0.935 | 0.949 | 0.949 | 0.960 | 0.965 | 0.973 | 0.984 | 1.000 | 0.978 | 0.975 | 0.968 | 0.954 | 0.931 | 0.956 |
| 2018 | 0.945 | 0.941 | 0.938 | 0.937 | 0.930 | 0.940 | 0.939 | 0.951 | 0.951 | 0.962 | 0.972 | 0.978 | 1.000 | 0.979 | 0.967 | 0.953 | 0.928 | 0.953 |
| 2019 | 0.950 | 0.946 | 0.942 | 0.940 | 0.939 | 0.948 | 0.947 | 0.956 | 0.956 | 0.962 | 0.971 | 0.975 | 0.979 | 1.000 | 0.977 | 0.956 | 0.929 | 0.958 |
| 2020 | 0.954 | 0.952 | 0.950 | 0.947 | 0.941 | 0.950 | 0.951 | 0.954 | 0.953 | 0.960 | 0.962 | 0.968 | 0.967 | 0.977 | 1.000 | 0.967 | 0.935 | 0.957 |
| 2021 | 0.934 | 0.945 | 0.947 | 0.933 | 0.936 | 0.944 | 0.947 | 0.944 | 0.943 | 0.950 | 0.952 | 0.954 | 0.953 | 0.956 | 0.967 | 1.000 | 0.963 | 0.962 |
| 2022 | 0.892 | 0.919 | 0.918 | 0.903 | 0.914 | 0.925 | 0.931 | 0.930 | 0.930 | 0.930 | 0.930 | 0.931 | 0.928 | 0.929 | 0.935 | 0.963 | 1.000 | 0.963 |
| 2023 | 0.920 | 0.932 | 0.930 | 0.926 | 0.927 | 0.938 | 0.941 | 0.947 | 0.947 | 0.948 | 0.953 | 0.956 | 0.953 | 0.958 | 0.957 | 0.962 | 0.963 | 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 및 매입자거주지 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 전국 /관할시군구내 | 64699 | 52720 | 48020 | 50377 | 49309 | 58460 | 48185 | 56094 | 71629 | 79592 | 71974 | 72465 | 70264 | 63383 | 76241 | 59372 | 36662 | 37445 |
| 1 | 전국 /관할시도내 | 32412 | 23700 | 23145 | 22622 | 20868 | 24270 | 18550 | 22626 | 28124 | 35216 | 32294 | 36710 | 36258 | 33165 | 43323 | 31354 | 17408 | 18834 |
| 2 | 전국 /관할시도외_서울 | 9581 | 7354 | 7776 | 8904 | 7585 | 7326 | 6358 | 5539 | 6652 | 8303 | 8568 | 9545 | 10069 | 8201 | 11554 | 9799 | 5097 | 3931 |
| 3 | 전국 /관할시도외_기타 | 15790 | 14073 | 14190 | 12804 | 13409 | 15161 | 12449 | 14071 | 17029 | 21852 | 19694 | 21657 | 19814 | 18609 | 27099 | 22864 | 12637 | 11060 |
| 4 | 서울 /관할시군구내 | 11983 | 6950 | 6280 | 6438 | 4500 | 5975 | 4706 | 6255 | 8924 | 12209 | 11390 | 9961 | 8585 | 6562 | 7700 | 5094 | 2426 | 2819 |
| 5 | 서울 /관할시도내 | 9144 | 5558 | 5169 | 4746 | 3364 | 3673 | 2614 | 3264 | 4424 | 7515 | 7241 | 7367 | 7581 | 5771 | 7504 | 5182 | 2375 | 3344 |
| 6 | 서울 /관할시도외_서울 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 서울 /관할시도외_기타 | 4693 | 2768 | 2544 | 2459 | 1601 | 1830 | 1303 | 1724 | 2391 | 3523 | 3543 | 3862 | 3761 | 3067 | 4168 | 3074 | 1536 | 1818 |
| 8 | 서울 종로구/관할시군구내 | 128 | 108 | 107 | 92 | 73 | 83 | 81 | 93 | 103 | 145 | 114 | 140 | 99 | 83 | 91 | 71 | 47 | 41 |
| 9 | 서울 종로구/관할시도내 | 134 | 119 | 149 | 81 | 52 | 59 | 49 | 57 | 70 | 108 | 101 | 140 | 109 | 87 | 118 | 97 | 46 | 36 |
| 지역 및 매입자거주지 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1186 | 제주 /관할시도외_서울 | 21 | 42 | 30 | 39 | 44 | 53 | 64 | 108 | 99 | 145 | 125 | 106 | 116 | 87 | 93 | 118 | 97 | 56 |
| 1187 | 제주 /관할시도외_기타 | 33 | 63 | 60 | 74 | 88 | 108 | 129 | 161 | 188 | 282 | 259 | 273 | 239 | 185 | 235 | 293 | 208 | 130 |
| 1188 | 제주 제주시/관할시군구내 | 248 | 394 | 337 | 367 | 565 | 679 | 643 | 716 | 796 | 840 | 880 | 814 | 733 | 614 | 625 | 731 | 594 | 422 |
| 1189 | 제주 제주시/관할시도내 | 15 | 27 | 32 | 33 | 38 | 45 | 45 | 46 | 57 | 65 | 57 | 62 | 48 | 33 | 35 | 41 | 33 | 24 |
| 1190 | 제주 제주시/관할시도외_서울 | 15 | 33 | 18 | 19 | 25 | 32 | 38 | 80 | 59 | 68 | 68 | 60 | 67 | 51 | 52 | 60 | 57 | 30 |
| 1191 | 제주 제주시/관할시도외_기타 | 24 | 42 | 44 | 50 | 63 | 70 | 88 | 106 | 115 | 124 | 138 | 156 | 135 | 104 | 130 | 152 | 116 | 77 |
| 1192 | 제주 서귀포시/관할시군구내 | 39 | 92 | 111 | 87 | 101 | 124 | 111 | 157 | 187 | 302 | 310 | 245 | 199 | 151 | 170 | 203 | 176 | 159 |
| 1193 | 제주 서귀포시/관할시도내 | 8 | 11 | 8 | 14 | 13 | 17 | 20 | 26 | 49 | 99 | 144 | 80 | 61 | 39 | 35 | 46 | 40 | 24 |
| 1194 | 제주 서귀포시/관할시도외_서울 | 7 | 9 | 12 | 19 | 19 | 21 | 26 | 28 | 40 | 77 | 58 | 46 | 50 | 35 | 40 | 58 | 40 | 26 |
| 1195 | 제주 서귀포시/관할시도외_기타 | 9 | 21 | 16 | 23 | 25 | 38 | 41 | 55 | 73 | 158 | 122 | 117 | 104 | 81 | 104 | 141 | 92 | 53 |