Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 38 |
| Missing cells | 264 |
| Missing cells (%) | 38.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.1 KiB |
| Average record size in memory | 164.5 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 17 |
Dataset
| Description | 차세대 예산회계시스템 구축 추진을 위한 "차세대디브레인(dBrain)추진단"의 과거 회계정보를 제공합니다. |
|---|---|
| Author | 기획재정부 |
| URL | https://www.data.go.kr/data/15087660/fileData.do |
1990 is highly overall correlated with 1991 and 15 other fields | High correlation |
1991 is highly overall correlated with 1990 and 15 other fields | High correlation |
1992 is highly overall correlated with 1990 and 15 other fields | High correlation |
1993 is highly overall correlated with 1990 and 15 other fields | High correlation |
1994 is highly overall correlated with 1990 and 15 other fields | High correlation |
1995 is highly overall correlated with 1990 and 15 other fields | High correlation |
1996 is highly overall correlated with 1990 and 15 other fields | High correlation |
1997 is highly overall correlated with 1990 and 15 other fields | High correlation |
1998 is highly overall correlated with 1990 and 15 other fields | High correlation |
1999 is highly overall correlated with 1990 and 15 other fields | High correlation |
2000 is highly overall correlated with 1990 and 15 other fields | High correlation |
2001 is highly overall correlated with 1990 and 15 other fields | High correlation |
2002 is highly overall correlated with 1990 and 15 other fields | High correlation |
2003 is highly overall correlated with 1990 and 15 other fields | High correlation |
2004 is highly overall correlated with 1990 and 15 other fields | High correlation |
2005 is highly overall correlated with 1990 and 15 other fields | High correlation |
2006 is highly overall correlated with 1990 and 15 other fields | High correlation |
1990 has 20 (52.6%) missing values | Missing |
1991 has 16 (42.1%) missing values | Missing |
1992 has 15 (39.5%) missing values | Missing |
1993 has 14 (36.8%) missing values | Missing |
1994 has 17 (44.7%) missing values | Missing |
1995 has 14 (36.8%) missing values | Missing |
1996 has 15 (39.5%) missing values | Missing |
1997 has 15 (39.5%) missing values | Missing |
1998 has 15 (39.5%) missing values | Missing |
1999 has 15 (39.5%) missing values | Missing |
2000 has 14 (36.8%) missing values | Missing |
2001 has 15 (39.5%) missing values | Missing |
2002 has 15 (39.5%) missing values | Missing |
2003 has 15 (39.5%) missing values | Missing |
2004 has 15 (39.5%) missing values | Missing |
2005 has 18 (47.4%) missing values | Missing |
2006 has 16 (42.1%) missing values | Missing |
회계명 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 06:27:38.736687 |
|---|---|
| Analysis finished | 2023-12-12 06:28:13.299847 |
| Duration | 34.56 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
회계명
Text
UNIQUE
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 436.0 B |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 9.7631579 |
| Min length | 4 |
Characters and Unicode
| Total characters | 371 |
|---|---|
| Distinct characters | 97 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 일반회계 |
|---|---|
| 2nd row | 재정투융자특별회계 |
| 3rd row | 재정융자특별회계 |
| 4th row | 국유재산관리특별회계 |
| 5th row | 농어촌구조개선특별회계 |
| Value | Count | Frequency (%) |
| 일반회계 | 1 | 2.6% |
| 교육환경개선특별회계 | 1 | 2.6% |
| 정부청사시설특별회계 | 1 | 2.6% |
| 행정중심복합도시건설특별회계 | 1 | 2.6% |
| 양곡관리특별회계 | 1 | 2.6% |
| 책임운영기관특별회계 | 1 | 2.6% |
| 철도사업특별회계 | 1 | 2.6% |
| 통신사업특별회계 | 1 | 2.6% |
| 조달특별회계 | 1 | 2.6% |
| 국유임야관리특별회계 | 1 | 2.6% |
| Other values (28) | 28 |
Most occurring characters
| Value | Count | Frequency (%) |
| 특 | 39 | 10.5% |
| 회 | 38 | 10.2% |
| 계 | 38 | 10.2% |
| 별 | 38 | 10.2% |
| 관 | 10 | 2.7% |
| 리 | 9 | 2.4% |
| 교 | 8 | 2.2% |
| 도 | 7 | 1.9% |
| 시 | 7 | 1.9% |
| 업 | 7 | 1.9% |
| Other values (87) | 170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 371 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 특 | 39 | 10.5% |
| 회 | 38 | 10.2% |
| 계 | 38 | 10.2% |
| 별 | 38 | 10.2% |
| 관 | 10 | 2.7% |
| 리 | 9 | 2.4% |
| 교 | 8 | 2.2% |
| 도 | 7 | 1.9% |
| 시 | 7 | 1.9% |
| 업 | 7 | 1.9% |
| Other values (87) | 170 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 371 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 특 | 39 | 10.5% |
| 회 | 38 | 10.2% |
| 계 | 38 | 10.2% |
| 별 | 38 | 10.2% |
| 관 | 10 | 2.7% |
| 리 | 9 | 2.4% |
| 교 | 8 | 2.2% |
| 도 | 7 | 1.9% |
| 시 | 7 | 1.9% |
| 업 | 7 | 1.9% |
| Other values (87) | 170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 371 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 특 | 39 | 10.5% |
| 회 | 38 | 10.2% |
| 계 | 38 | 10.2% |
| 별 | 38 | 10.2% |
| 관 | 10 | 2.7% |
| 리 | 9 | 2.4% |
| 교 | 8 | 2.2% |
| 도 | 7 | 1.9% |
| 시 | 7 | 1.9% |
| 업 | 7 | 1.9% |
| Other values (87) | 170 |
1990
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 20 |
| Missing (%) | 52.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8361566 × 109 |
| Minimum | 16966000 |
|---|---|
| Maximum | 2.2689433 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 16966000 |
|---|---|
| 5-th percentile | 18350166 |
| Q1 | 33164302 |
| median | 1.759919 × 108 |
| Q3 | 7.3190563 × 108 |
| 95-th percentile | 7.675136 × 109 |
| Maximum | 2.2689433 × 1010 |
| Range | 2.2672467 × 1010 |
| Interquartile range (IQR) | 6.9874132 × 108 |
Descriptive statistics
| Standard deviation | 5.3360728 × 109 |
|---|---|
| Coefficient of variation (CV) | 2.9061099 |
| Kurtosis | 15.961096 |
| Mean | 1.8361566 × 109 |
| Median Absolute Deviation (MAD) | 1.5821169 × 108 |
| Skewness | 3.9352743 |
| Sum | 3.3050818 × 1010 |
| Variance | 2.8473673 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 370000000 | 1 | 2.6% |
| 1092411062 | 1 | 2.6% |
| 46070729 | 1 | 2.6% |
| 125045491 | 1 | 2.6% |
| 206241066 | 1 | 2.6% |
| 528903053 | 1 | 2.6% |
| 38575367 | 1 | 2.6% |
| 145742738 | 1 | 2.6% |
| 22689432968 | 1 | 2.6% |
| 5025554166 | 1 | 2.6% |
| Other values (8) | 8 | 21.1% |
| (Missing) | 20 |
| Value | Count | Frequency (%) |
| 16966000 | 1 | |
| 18594431 | 1 | |
| 20445217 | 1 | |
| 25388572 | 1 | |
| 31360613 | 1 | |
| 38575367 | 1 | |
| 46070729 | 1 | |
| 125045491 | 1 | |
| 145742738 | 1 | |
| 206241066 | 1 |
| Value | Count | Frequency (%) |
| 22689432968 | 1 | |
| 5025554166 | 1 | |
| 1477440947 | 1 | |
| 1092411062 | 1 | |
| 799573150 | 1 | |
| 528903053 | 1 | |
| 393072617 | 1 | |
| 370000000 | 1 | |
| 206241066 | 1 | |
| 145742738 | 1 |
1991
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 42.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8463869 × 109 |
| Minimum | 17367000 |
|---|---|
| Maximum | 2.6979748 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 17367000 |
|---|---|
| 5-th percentile | 23301323 |
| Q1 | 56052754 |
| median | 2.7248139 × 108 |
| Q3 | 8.9758204 × 108 |
| 95-th percentile | 4.8774468 × 109 |
| Maximum | 2.6979748 × 1010 |
| Range | 2.6962381 × 1010 |
| Interquartile range (IQR) | 8.4152928 × 108 |
Descriptive statistics
| Standard deviation | 5.7200907 × 109 |
|---|---|
| Coefficient of variation (CV) | 3.0979914 |
| Kurtosis | 20.166149 |
| Mean | 1.8463869 × 109 |
| Median Absolute Deviation (MAD) | 2.4470123 × 108 |
| Skewness | 4.4315314 |
| Sum | 4.0620511 × 1010 |
| Variance | 3.2719438 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 43866306 | 1 | 2.6% |
| 160000000 | 1 | 2.6% |
| 1075921590 | 1 | 2.6% |
| 51351568 | 1 | 2.6% |
| 141977921 | 1 | 2.6% |
| 418837913 | 1 | 2.6% |
| 680340000 | 1 | 2.6% |
| 70156311 | 1 | 2.6% |
| 174962789 | 1 | 2.6% |
| 370000000 | 1 | 2.6% |
| Other values (12) | 12 | |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 17367000 | 1 | |
| 23251819 | 1 | |
| 24241903 | 1 | |
| 31318417 | 1 | |
| 43866306 | 1 | |
| 51351568 | 1 | |
| 70156311 | 1 | |
| 101194000 | 1 | |
| 141977921 | 1 | |
| 160000000 | 1 |
| Value | Count | Frequency (%) |
| 26979748000 | 1 | |
| 5039027661 | 1 | |
| 1807411000 | 1 | |
| 1436046000 | 1 | |
| 1075921590 | 1 | |
| 969996047 | 1 | |
| 680340000 | 1 | |
| 557031000 | 1 | |
| 446463711 | 1 | |
| 418837913 | 1 |
1992
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2451598 × 109 |
| Minimum | 18067000 |
|---|---|
| Maximum | 3.3200029 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 18067000 |
|---|---|
| 5-th percentile | 25566771 |
| Q1 | 1.0869457 × 108 |
| median | 3.7 × 108 |
| Q3 | 1.1866989 × 109 |
| 95-th percentile | 5.0897919 × 109 |
| Maximum | 3.3200029 × 1010 |
| Range | 3.3181962 × 1010 |
| Interquartile range (IQR) | 1.0780044 × 109 |
Descriptive statistics
| Standard deviation | 6.8523108 × 109 |
|---|---|
| Coefficient of variation (CV) | 3.052037 |
| Kurtosis | 21.431783 |
| Mean | 2.2451598 × 109 |
| Median Absolute Deviation (MAD) | 3.4279589 × 108 |
| Skewness | 4.5743026 |
| Sum | 5.1638676 × 1010 |
| Variance | 4.6954164 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5393858793 | 1 | 2.6% |
| 250000000 | 1 | 2.6% |
| 1705515000 | 1 | 2.6% |
| 61174247 | 1 | 2.6% |
| 200102429 | 1 | 2.6% |
| 495207298 | 1 | 2.6% |
| 984091055 | 1 | 2.6% |
| 151816140 | 1 | 2.6% |
| 227626237 | 1 | 2.6% |
| 370000000 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 18067000 | 1 | |
| 25384845 | 1 | |
| 27204109 | 1 | |
| 38398851 | 1 | |
| 61174247 | 1 | |
| 65573004 | 1 | |
| 151816140 | 1 | |
| 200102429 | 1 | |
| 227626237 | 1 | |
| 232149000 | 1 |
| Value | Count | Frequency (%) |
| 33200029000 | 1 | |
| 5393858793 | 1 | |
| 2353190000 | 1 | |
| 1773313000 | 1 | |
| 1705515000 | 1 | |
| 1250629000 | 1 | |
| 1122768860 | 1 | |
| 1121911007 | 1 | |
| 984091055 | 1 | |
| 570666865 | 1 |
1993
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 14 |
| Missing (%) | 36.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5838451 × 109 |
| Minimum | 22220000 |
|---|---|
| Maximum | 3.805 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 22220000 |
|---|---|
| 5-th percentile | 24552580 |
| Q1 | 69356829 |
| median | 3.35647 × 108 |
| Q3 | 1.4925649 × 109 |
| 95-th percentile | 7.4569799 × 109 |
| Maximum | 3.805 × 1010 |
| Range | 3.802778 × 1010 |
| Interquartile range (IQR) | 1.4232081 × 109 |
Descriptive statistics
| Standard deviation | 7.7540672 × 109 |
|---|---|
| Coefficient of variation (CV) | 3.0009798 |
| Kurtosis | 21.302839 |
| Mean | 2.5838451 × 109 |
| Median Absolute Deviation (MAD) | 3.0971873 × 108 |
| Skewness | 4.5360406 |
| Sum | 6.2012283 × 1010 |
| Variance | 6.0125558 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1291663000 | 1 | 2.6% |
| 22220000 | 1 | 2.6% |
| 381000000 | 1 | 2.6% |
| 2104932000 | 1 | 2.6% |
| 70138124 | 1 | 2.6% |
| 235075260 | 1 | 2.6% |
| 449747493 | 1 | 2.6% |
| 1533107000 | 1 | 2.6% |
| 172634985 | 1 | 2.6% |
| 264668383 | 1 | 2.6% |
| Other values (14) | 14 | |
| (Missing) | 14 |
| Value | Count | Frequency (%) |
| 22220000 | 1 | |
| 23963000 | 1 | |
| 27893536 | 1 | |
| 28830961 | 1 | |
| 44265000 | 1 | |
| 67012943 | 1 | |
| 70138124 | 1 | |
| 83384889 | 1 | |
| 172634985 | 1 | |
| 235075260 | 1 |
| Value | Count | Frequency (%) |
| 38050000000 | 1 | |
| 8342245847 | 1 | |
| 2440473000 | 1 | |
| 2415752780 | 1 | |
| 2104932000 | 1 | |
| 1533107000 | 1 | |
| 1479050855 | 1 | |
| 1470473309 | 1 | |
| 1291663000 | 1 | |
| 723457099 | 1 |
1994
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 17 |
| Missing (%) | 44.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6719455 × 109 |
| Minimum | 28576000 |
|---|---|
| Maximum | 4.325 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 28576000 |
|---|---|
| 5-th percentile | 31125772 |
| Q1 | 83413453 |
| median | 1.1586567 × 109 |
| Q3 | 2.569119 × 109 |
| 95-th percentile | 1.1086611 × 1010 |
| Maximum | 4.325 × 1010 |
| Range | 4.3221424 × 1010 |
| Interquartile range (IQR) | 2.4857055 × 109 |
Descriptive statistics
| Standard deviation | 9.4035786 × 109 |
|---|---|
| Coefficient of variation (CV) | 2.5609254 |
| Kurtosis | 17.726303 |
| Mean | 3.6719455 × 109 |
| Median Absolute Deviation (MAD) | 1.1076207 × 109 |
| Skewness | 4.1154391 |
| Sum | 7.7110856 × 1010 |
| Variance | 8.842729 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 11086611174 | 1 | 2.6% |
| 4534472607 | 1 | 2.6% |
| 79276641 | 1 | 2.6% |
| 1463428250 | 1 | 2.6% |
| 178679947 | 1 | 2.6% |
| 116600366 | 1 | 2.6% |
| 1534070000 | 1 | 2.6% |
| 2504597000 | 1 | 2.6% |
| 2732135544 | 1 | 2.6% |
| 31125772 | 1 | 2.6% |
| Other values (11) | 11 | |
| (Missing) | 17 |
| Value | Count | Frequency (%) |
| 28576000 | 1 | |
| 31125772 | 1 | |
| 43407694 | 1 | |
| 51035970 | 1 | |
| 79276641 | 1 | |
| 83413453 | 1 | |
| 116600366 | 1 | |
| 178679947 | 1 | |
| 362081000 | 1 | |
| 787634425 | 1 |
| Value | Count | Frequency (%) |
| 43250000000 | 1 | |
| 11086611174 | 1 | |
| 4534472607 | 1 | |
| 2741187462 | 1 | |
| 2732135544 | 1 | |
| 2569118999 | 1 | |
| 2504597000 | 1 | |
| 1774746795 | 1 | |
| 1534070000 | 1 | |
| 1463428250 | 1 |
1995
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 14 |
| Missing (%) | 36.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7667931 × 109 |
| Minimum | 31000000 |
|---|---|
| Maximum | 4.9987915 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 31000000 |
|---|---|
| 5-th percentile | 41621447 |
| Q1 | 1.1002249 × 108 |
| median | 1.2859762 × 109 |
| Q3 | 2.0919012 × 109 |
| 95-th percentile | 1.0412955 × 1010 |
| Maximum | 4.9987915 × 1010 |
| Range | 4.9956915 × 1010 |
| Interquartile range (IQR) | 1.9818787 × 109 |
Descriptive statistics
| Standard deviation | 1.0153749 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.695595 |
| Kurtosis | 20.838448 |
| Mean | 3.7667931 × 109 |
| Median Absolute Deviation (MAD) | 1.1800098 × 109 |
| Skewness | 4.46748 |
| Sum | 9.0403034 × 1010 |
| Variance | 1.0309861 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 440656580 | 1 | 2.6% |
| 5384068672 | 1 | 2.6% |
| 97854079 | 1 | 2.6% |
| 1364136431 | 1 | 2.6% |
| 125825362 | 1 | 2.6% |
| 114078633 | 1 | 2.6% |
| 1869525000 | 1 | 2.6% |
| 2757230000 | 1 | 2.6% |
| 1779763349 | 1 | 2.6% |
| 39906605 | 1 | 2.6% |
| Other values (14) | 14 | |
| (Missing) | 14 |
| Value | Count | Frequency (%) |
| 31000000 | 1 | |
| 39906605 | 1 | |
| 51338884 | 1 | |
| 53943800 | 1 | |
| 88523203 | 1 | |
| 97854079 | 1 | |
| 114078633 | 1 | |
| 125825362 | 1 | |
| 419355849 | 1 | |
| 440656580 | 1 |
| Value | Count | Frequency (%) |
| 49987915000 | 1 | |
| 11300405437 | 1 | |
| 5384068672 | 1 | |
| 4528506185 | 1 | |
| 2986982421 | 1 | |
| 2757230000 | 1 | |
| 1870124889 | 1 | |
| 1869525000 | 1 | |
| 1779763349 | 1 | |
| 1543200000 | 1 |
1996
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.51689 × 109 |
| Minimum | 33000000 |
|---|---|
| Maximum | 5.79621 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 33000000 |
|---|---|
| 5-th percentile | 51195636 |
| Q1 | 1.255607 × 108 |
| median | 1.5661677 × 109 |
| Q3 | 2.8619988 × 109 |
| 95-th percentile | 1.2010375 × 1010 |
| Maximum | 5.79621 × 1010 |
| Range | 5.79291 × 1010 |
| Interquartile range (IQR) | 2.7364381 × 109 |
Descriptive statistics
| Standard deviation | 1.2007632 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.6583849 |
| Kurtosis | 20.013101 |
| Mean | 4.51689 × 109 |
| Median Absolute Deviation (MAD) | 1.4564839 × 109 |
| Skewness | 4.3771248 |
| Sum | 1.0388847 × 1011 |
| Variance | 1.4418323 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 12619191247 | 1 | 2.6% |
| 141437607 | 1 | 2.6% |
| 400000000 | 1 | 2.6% |
| 109683796 | 1 | 2.6% |
| 2186636953 | 1 | 2.6% |
| 3172914000 | 1 | 2.6% |
| 1592692856 | 1 | 2.6% |
| 50936818 | 1 | 2.6% |
| 97805460 | 1 | 2.6% |
| 330509642 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 33000000 | 1 | |
| 50936818 | 1 | |
| 53525000 | 1 | |
| 79210999 | 1 | |
| 97805460 | 1 | |
| 109683796 | 1 | |
| 141437607 | 1 | |
| 330509642 | 1 | |
| 400000000 | 1 | |
| 610090966 | 1 |
| Value | Count | Frequency (%) |
| 57962100000 | 1 | |
| 12619191247 | 1 | |
| 6531024869 | 1 | |
| 5417300144 | 1 | |
| 4113634129 | 1 | |
| 3172914000 | 1 | |
| 2551083601 | 1 | |
| 2186636953 | 1 | |
| 1758712280 | 1 | |
| 1592692856 | 1 |
1997
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1422101 × 109 |
| Minimum | 34500000 |
|---|---|
| Maximum | 6.75786 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 34500000 |
|---|---|
| 5-th percentile | 56193062 |
| Q1 | 1.5762609 × 108 |
| median | 1.500004 × 109 |
| Q3 | 3.6371642 × 109 |
| 95-th percentile | 1.0411951 × 1010 |
| Maximum | 6.75786 × 1010 |
| Range | 6.75441 × 1010 |
| Interquartile range (IQR) | 3.4795381 × 109 |
Descriptive statistics
| Standard deviation | 1.3903964 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.7038889 |
| Kurtosis | 20.847224 |
| Mean | 5.1422101 × 109 |
| Median Absolute Deviation (MAD) | 1.3862725 × 109 |
| Skewness | 4.4851475 |
| Sum | 1.1827083 × 1011 |
| Variance | 1.9332023 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 10648592650 | 1 | 2.6% |
| 178293691 | 1 | 2.6% |
| 700000000 | 1 | 2.6% |
| 136958492 | 1 | 2.6% |
| 2853026844 | 1 | 2.6% |
| 4085227000 | 1 | 2.6% |
| 1772540986 | 1 | 2.6% |
| 69416392 | 1 | 2.6% |
| 94240400 | 1 | 2.6% |
| 347992074 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 34500000 | 1 | |
| 54723803 | 1 | |
| 69416392 | 1 | |
| 94240400 | 1 | |
| 113731497 | 1 | |
| 136958492 | 1 | |
| 178293691 | 1 | |
| 347992074 | 1 | |
| 700000000 | 1 | |
| 792065088 | 1 |
| Value | Count | Frequency (%) |
| 67578600000 | 1 | |
| 10648592650 | 1 | |
| 8282172222 | 1 | |
| 5926020028 | 1 | |
| 5271765783 | 1 | |
| 4085227000 | 1 | |
| 3189101439 | 1 | |
| 2853026844 | 1 | |
| 1983469180 | 1 | |
| 1772540986 | 1 |
1998
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4898794 × 109 |
| Minimum | 36000000 |
|---|---|
| Maximum | 7.026357 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 36000000 |
|---|---|
| 5-th percentile | 57171788 |
| Q1 | 1.6579474 × 108 |
| median | 1.2701177 × 109 |
| Q3 | 3.6991125 × 109 |
| 95-th percentile | 1.2992014 × 1010 |
| Maximum | 7.026357 × 1010 |
| Range | 7.022757 × 1010 |
| Interquartile range (IQR) | 3.5333177 × 109 |
Descriptive statistics
| Standard deviation | 1.4519904 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.6448493 |
| Kurtosis | 20.219936 |
| Mean | 5.4898794 × 109 |
| Median Absolute Deviation (MAD) | 1.1731107 × 109 |
| Skewness | 4.3996735 |
| Sum | 1.2626723 × 1011 |
| Variance | 2.1082761 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 13411150600 | 1 | 2.6% |
| 183203476 | 1 | 2.6% |
| 700000000 | 1 | 2.6% |
| 131892501 | 1 | 2.6% |
| 3356460981 | 1 | 2.6% |
| 4041764000 | 1 | 2.6% |
| 1270117672 | 1 | 2.6% |
| 96761109 | 1 | 2.6% |
| 97007000 | 1 | 2.6% |
| 405314000 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 36000000 | 1 | |
| 52772974 | 1 | |
| 96761109 | 1 | |
| 97007000 | 1 | |
| 131892501 | 1 | |
| 148386009 | 1 | |
| 183203476 | 1 | |
| 405314000 | 1 | |
| 700000000 | 1 | |
| 915217050 | 1 |
| Value | Count | Frequency (%) |
| 70263570000 | 1 | |
| 13411150600 | 1 | |
| 9219781367 | 1 | |
| 6291902740 | 1 | |
| 6218025132 | 1 | |
| 4041764000 | 1 | |
| 3356460981 | 1 | |
| 3097694529 | 1 | |
| 2336049043 | 1 | |
| 1524670289 | 1 |
1999
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3037016 × 109 |
| Minimum | 36000000 |
|---|---|
| Maximum | 8.01378 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 36000000 |
|---|---|
| 5-th percentile | 60045490 |
| Q1 | 1.774918 × 108 |
| median | 1.1765555 × 109 |
| Q3 | 3.7384163 × 109 |
| 95-th percentile | 2.2665927 × 1010 |
| Maximum | 8.01378 × 1010 |
| Range | 8.01018 × 1010 |
| Interquartile range (IQR) | 3.5609245 × 109 |
Descriptive statistics
| Standard deviation | 1.6921554 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.6843838 |
| Kurtosis | 18.28009 |
| Mean | 6.3037016 × 109 |
| Median Absolute Deviation (MAD) | 1.0787318 × 109 |
| Skewness | 4.1635387 |
| Sum | 1.4498514 × 1011 |
| Variance | 2.86339 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 23969697525 | 1 | 2.6% |
| 195985176 | 1 | 2.6% |
| 700000000 | 1 | 2.6% |
| 148017553 | 1 | 2.6% |
| 3514811549 | 1 | 2.6% |
| 3962021000 | 1 | 2.6% |
| 1322615243 | 1 | 2.6% |
| 97823689 | 1 | 2.6% |
| 99395280 | 1 | 2.6% |
| 285923000 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 36000000 | 1 | |
| 55847912 | 1 | |
| 97823689 | 1 | |
| 99395280 | 1 | |
| 148017553 | 1 | |
| 158998417 | 1 | |
| 195985176 | 1 | |
| 285923000 | 1 | |
| 700000000 | 1 | |
| 907168280 | 1 |
| Value | Count | Frequency (%) |
| 80137800000 | 1 | |
| 23969697525 | 1 | |
| 10931991306 | 1 | |
| 5146856691 | 1 | |
| 4691732164 | 1 | |
| 3962021000 | 1 | |
| 3514811549 | 1 | |
| 2772895825 | 1 | |
| 2410729000 | 1 | |
| 1322615243 | 1 |
2000
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 14 |
| Missing (%) | 36.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.427052 × 109 |
| Minimum | 37500000 |
|---|---|
| Maximum | 8.6474007 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 37500000 |
|---|---|
| 5-th percentile | 44059520 |
| Q1 | 2.3330376 × 108 |
| median | 1.1380807 × 109 |
| Q3 | 3.8506738 × 109 |
| 95-th percentile | 2.0595515 × 1010 |
| Maximum | 8.6474007 × 1010 |
| Range | 8.6436507 × 1010 |
| Interquartile range (IQR) | 3.6173701 × 109 |
Descriptive statistics
| Standard deviation | 1.774904 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.7616145 |
| Kurtosis | 19.969748 |
| Mean | 6.427052 × 109 |
| Median Absolute Deviation (MAD) | 1.0342391 × 109 |
| Skewness | 4.3575828 |
| Sum | 1.5424925 × 1011 |
| Variance | 3.1502843 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 61058132 | 1 | 2.6% |
| 245742075 | 1 | 2.6% |
| 700000000 | 1 | 2.6% |
| 195988835 | 1 | 2.6% |
| 3595951909 | 1 | 2.6% |
| 4389598000 | 1 | 2.6% |
| 269698526 | 1 | 2.6% |
| 1216836692 | 1 | 2.6% |
| 146625000 | 1 | 2.6% |
| 41059765 | 1 | 2.6% |
| Other values (14) | 14 | |
| (Missing) | 14 |
| Value | Count | Frequency (%) |
| 37500000 | 1 | |
| 41059765 | 1 | |
| 61058132 | 1 | |
| 146625000 | 1 | |
| 169411348 | 1 | |
| 195988835 | 1 | |
| 245742075 | 1 | |
| 269698526 | 1 | |
| 308178564 | 1 | |
| 700000000 | 1 |
| Value | Count | Frequency (%) |
| 86474007200 | 1 | |
| 22053956838 | 1 | |
| 12331010477 | 1 | |
| 5824812829 | 1 | |
| 5223719962 | 1 | |
| 4389598000 | 1 | |
| 3671032464 | 1 | |
| 3595951909 | 1 | |
| 2254255339 | 1 | |
| 1629320750 | 1 |
2001
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9730822 × 109 |
| Minimum | 39000000 |
|---|---|
| Maximum | 9.41246 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 39000000 |
|---|---|
| 5-th percentile | 69122178 |
| Q1 | 2.5464833 × 108 |
| median | 1.2887803 × 109 |
| Q3 | 4.3739518 × 109 |
| 95-th percentile | 1.6286796 × 1010 |
| Maximum | 9.41246 × 1010 |
| Range | 9.40856 × 1010 |
| Interquartile range (IQR) | 4.1193034 × 109 |
Descriptive statistics
| Standard deviation | 1.9449058 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.7891623 |
| Kurtosis | 20.643362 |
| Mean | 6.9730822 × 109 |
| Median Absolute Deviation (MAD) | 1.2264033 × 109 |
| Skewness | 4.4615341 |
| Sum | 1.6038089 × 1011 |
| Variance | 3.7826585 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 16705136586 | 1 | 2.6% |
| 129828307 | 1 | 2.6% |
| 3968386497 | 1 | 2.6% |
| 4916555000 | 1 | 2.6% |
| 514071021 | 1 | 2.6% |
| 1158607649 | 1 | 2.6% |
| 156835000 | 1 | 2.6% |
| 157995056 | 1 | 2.6% |
| 360349673 | 1 | 2.6% |
| 311442517 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 39000000 | 1 | |
| 62377053 | 1 | |
| 129828307 | 1 | |
| 156835000 | 1 | |
| 157995056 | 1 | |
| 197854148 | 1 | |
| 311442517 | 1 | |
| 360349673 | 1 | |
| 514071021 | 1 | |
| 1146648609 | 1 |
| Value | Count | Frequency (%) |
| 94124600000 | 1 | |
| 16705136586 | 1 | |
| 12521734721 | 1 | |
| 6517872231 | 1 | |
| 4916555000 | 1 | |
| 4779517025 | 1 | |
| 3968386497 | 1 | |
| 3624401228 | 1 | |
| 3547093870 | 1 | |
| 2521983000 | 1 |
2002
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5649621 × 109 |
| Minimum | 40000000 |
|---|---|
| Maximum | 1.0587667 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 40000000 |
|---|---|
| 5-th percentile | 76584740 |
| Q1 | 3.1401276 × 108 |
| median | 1.3081267 × 109 |
| Q3 | 4.2324424 × 109 |
| 95-th percentile | 1.8168674 × 1010 |
| Maximum | 1.0587667 × 1011 |
| Range | 1.0583667 × 1011 |
| Interquartile range (IQR) | 3.9184296 × 109 |
Descriptive statistics
| Standard deviation | 2.1907513 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.8959184 |
| Kurtosis | 20.78387 |
| Mean | 7.5649621 × 109 |
| Median Absolute Deviation (MAD) | 1.1364914 × 109 |
| Skewness | 4.4830796 |
| Sum | 1.7399413 × 1011 |
| Variance | 4.7993913 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 18714536721 | 1 | 2.6% |
| 171635315 | 1 | 2.6% |
| 4115303437 | 1 | 2.6% |
| 5844425185 | 1 | 2.6% |
| 572485861 | 1 | 2.6% |
| 1238183728 | 1 | 2.6% |
| 176888000 | 1 | 2.6% |
| 409958897 | 1 | 2.6% |
| 399851164 | 1 | 2.6% |
| 228174360 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 40000000 | 1 | |
| 66023565 | 1 | |
| 171635315 | 1 | |
| 176888000 | 1 | |
| 190284010 | 1 | |
| 228174360 | 1 | |
| 399851164 | 1 | |
| 409958897 | 1 | |
| 572485861 | 1 | |
| 1168240246 | 1 |
| Value | Count | Frequency (%) |
| 105876671000 | 1 | |
| 18714536721 | 1 | |
| 13255911359 | 1 | |
| 6095435083 | 1 | |
| 5844425185 | 1 | |
| 4349581354 | 1 | |
| 4115303437 | 1 | |
| 3672631875 | 1 | |
| 2667559000 | 1 | |
| 1809116405 | 1 |
2003
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9506 × 109 |
| Minimum | 45000000 |
|---|---|
| Maximum | 1.114831 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 45000000 |
|---|---|
| 5-th percentile | 78510519 |
| Q1 | 3.7900536 × 108 |
| median | 1.4477206 × 109 |
| Q3 | 4.7335177 × 109 |
| 95-th percentile | 1.8396632 × 1010 |
| Maximum | 1.114831 × 1011 |
| Range | 1.114381 × 1011 |
| Interquartile range (IQR) | 4.3545123 × 109 |
Descriptive statistics
| Standard deviation | 2.3029211 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.8965375 |
| Kurtosis | 20.958531 |
| Mean | 7.9506 × 109 |
| Median Absolute Deviation (MAD) | 1.2664006 × 109 |
| Skewness | 4.5067473 |
| Sum | 1.828638 × 1011 |
| Variance | 5.3034457 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 18971424287 | 1 | 2.6% |
| 160795910 | 1 | 2.6% |
| 4563517888 | 1 | 2.6% |
| 6232912849 | 1 | 2.6% |
| 661747530 | 1 | 2.6% |
| 1593635528 | 1 | 2.6% |
| 181320000 | 1 | 2.6% |
| 922446420 | 1 | 2.6% |
| 444242005 | 1 | 2.6% |
| 313768718 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 45000000 | 1 | |
| 69367698 | 1 | |
| 160795910 | 1 | |
| 181320000 | 1 | |
| 219597257 | 1 | |
| 313768718 | 1 | |
| 444242005 | 1 | |
| 661747530 | 1 | |
| 922446420 | 1 | |
| 1202107439 | 1 |
| Value | Count | Frequency (%) |
| 111483097967 | 1 | |
| 18971424287 | 1 | |
| 13223502495 | 1 | |
| 6232912849 | 1 | |
| 6088771942 | 1 | |
| 4903517434 | 1 | |
| 4563517888 | 1 | |
| 4091008260 | 1 | |
| 2551401180 | 1 | |
| 2122340440 | 1 |
2004
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0879481 × 109 |
| Minimum | 46500000 |
|---|---|
| Maximum | 1.1835605 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 46500000 |
|---|---|
| 5-th percentile | 79356207 |
| Q1 | 4.1359805 × 108 |
| median | 1.4704551 × 109 |
| Q3 | 4.5105013 × 109 |
| 95-th percentile | 1.5382334 × 1010 |
| Maximum | 1.1835605 × 1011 |
| Range | 1.1830955 × 1011 |
| Interquartile range (IQR) | 4.0969032 × 109 |
Descriptive statistics
| Standard deviation | 2.4384807 × 1010 |
|---|---|
| Coefficient of variation (CV) | 3.0149559 |
| Kurtosis | 21.530733 |
| Mean | 8.0879481 × 109 |
| Median Absolute Deviation (MAD) | 1.2853841 × 109 |
| Skewness | 4.5849036 |
| Sum | 1.8602281 × 1011 |
| Variance | 5.946188 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 15590602871 | 1 | 2.6% |
| 163283326 | 1 | 2.6% |
| 4623845857 | 1 | 2.6% |
| 5545119032 | 1 | 2.6% |
| 707601734 | 1 | 2.6% |
| 1470455116 | 1 | 2.6% |
| 185071000 | 1 | 2.6% |
| 737907150 | 1 | 2.6% |
| 490381041 | 1 | 2.6% |
| 336815056 | 1 | 2.6% |
| Other values (13) | 13 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| 46500000 | 1 | |
| 70030972 | 1 | |
| 163283326 | 1 | |
| 185071000 | 1 | |
| 200341839 | 1 | |
| 336815056 | 1 | |
| 490381041 | 1 | |
| 707601734 | 1 | |
| 737907150 | 1 | |
| 1265215265 | 1 |
| Value | Count | Frequency (%) |
| 118356045454 | 1 | |
| 15590602871 | 1 | |
| 13507912077 | 1 | |
| 6533085727 | 1 | |
| 5545119032 | 1 | |
| 4623845857 | 1 | |
| 4397156729 | 1 | |
| 4238600000 | 1 | |
| 2431459180 | 1 | |
| 2228460529 | 1 |
2005
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 18 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7478493 × 109 |
| Minimum | 47800000 |
|---|---|
| Maximum | 1.3437038 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 47800000 |
|---|---|
| 5-th percentile | 65629250 |
| Q1 | 4.5475695 × 108 |
| median | 1.8362875 × 109 |
| Q3 | 5.2242042 × 109 |
| 95-th percentile | 2.0845263 × 1010 |
| Maximum | 1.3437038 × 1011 |
| Range | 1.3432258 × 1011 |
| Interquartile range (IQR) | 4.7694472 × 109 |
Descriptive statistics
| Standard deviation | 2.9624647 × 1010 |
|---|---|
| Coefficient of variation (CV) | 3.0390957 |
| Kurtosis | 19.091654 |
| Mean | 9.7478493 × 109 |
| Median Absolute Deviation (MAD) | 1.6033105 × 109 |
| Skewness | 4.3323452 |
| Sum | 1.9495699 × 1011 |
| Variance | 8.7761971 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 66567632 | 1 | 2.6% |
| 150551537 | 1 | 2.6% |
| 5134610013 | 1 | 2.6% |
| 707592543 | 1 | 2.6% |
| 1441187673 | 1 | 2.6% |
| 5492986677 | 1 | 2.6% |
| 225020000 | 1 | 2.6% |
| 626144000 | 1 | 2.6% |
| 526031306 | 1 | 2.6% |
| 134370379000 | 1 | 2.6% |
| Other values (10) | 10 | |
| (Missing) | 18 |
| Value | Count | Frequency (%) |
| 47800000 | 1 | |
| 66567632 | 1 | |
| 150551537 | 1 | |
| 225020000 | 1 | |
| 240933898 | 1 | |
| 526031306 | 1 | |
| 626144000 | 1 | |
| 707592543 | 1 | |
| 1441187673 | 1 | |
| 1660788624 | 1 |
| Value | Count | Frequency (%) |
| 134370379000 | 1 | |
| 14870257317 | 1 | |
| 13058661676 | 1 | |
| 6327970343 | 1 | |
| 5492986677 | 1 | |
| 5134610013 | 1 | |
| 2796417000 | 1 | |
| 2692362000 | 1 | |
| 2508938415 | 1 | |
| 2011786322 | 1 |
2006
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 42.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1845287 × 109 |
| Minimum | 45259465 |
|---|---|
| Maximum | 1.4480761 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 474.0 B |
Quantile statistics
| Minimum | 45259465 |
|---|---|
| 5-th percentile | 50114680 |
| Q1 | 3.6375482 × 108 |
| median | 1.3428846 × 109 |
| Q3 | 4.50648 × 109 |
| 95-th percentile | 1.2484698 × 1010 |
| Maximum | 1.4480761 × 1011 |
| Range | 1.4476235 × 1011 |
| Interquartile range (IQR) | 4.1427252 × 109 |
Descriptive statistics
| Standard deviation | 3.0489625 × 1010 |
|---|---|
| Coefficient of variation (CV) | 3.3196723 |
| Kurtosis | 21.348223 |
| Mean | 9.1845287 × 109 |
| Median Absolute Deviation (MAD) | 1.2825473 × 109 |
| Skewness | 4.5932561 |
| Sum | 2.0205963 × 1011 |
| Variance | 9.2961725 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 561100262 | 1 | 2.6% |
| 215130966 | 1 | 2.6% |
| 5006226007 | 1 | 2.6% |
| 616798756 | 1 | 2.6% |
| 1293150627 | 1 | 2.6% |
| 45259465 | 1 | 2.6% |
| 626416370 | 1 | 2.6% |
| 5906702766 | 1 | 2.6% |
| 297973000 | 1 | 2.6% |
| 669016792 | 1 | 2.6% |
| Other values (12) | 12 | |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 45259465 | 1 | |
| 49200000 | 1 | |
| 67493598 | 1 | |
| 215130966 | 1 | |
| 266835302 | 1 | |
| 297973000 | 1 | |
| 561100262 | 1 | |
| 616798756 | 1 | |
| 626416370 | 1 | |
| 669016792 | 1 |
| Value | Count | Frequency (%) |
| 144807610000 | 1 | |
| 12595344729 | 1 | |
| 10382406871 | 1 | |
| 7067249522 | 1 | |
| 5906702766 | 1 | |
| 5006226007 | 1 | |
| 3007242000 | 1 | |
| 2778585000 | 1 | |
| 2632588122 | 1 | |
| 1774683428 | 1 |
| 회계명 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 회계명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 1990 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.494 | 0.494 | 0.494 | 0.494 | 0.396 | 0.396 | 0.396 | 0.396 | 0.293 | 0.293 |
| 1991 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.562 | 0.562 | 0.562 | 0.562 | 0.523 | 0.523 | 0.523 | 0.523 | 0.293 | 0.293 |
| 1992 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.576 | 0.576 | 0.576 | 0.576 | 0.545 | 0.545 | 0.545 | 0.545 | 0.396 | 0.396 |
| 1993 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.576 | 0.576 | 0.576 | 0.576 | 0.562 | 0.562 | 0.562 | 0.562 | 0.455 | 0.494 |
| 1994 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.597 | 0.597 | 0.597 | 0.597 | 0.587 | 0.587 | 0.587 | 0.587 | 0.523 | 0.523 |
| 1995 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.618 | 0.618 | 0.618 | 0.618 | 0.612 | 0.612 | 0.612 | 0.612 | 0.576 | 0.576 |
| 1996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 1997 | 1.000 | 0.494 | 0.562 | 0.576 | 0.576 | 0.597 | 0.618 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 |
| 1998 | 1.000 | 0.494 | 0.562 | 0.576 | 0.576 | 0.597 | 0.618 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 |
| 1999 | 1.000 | 0.494 | 0.562 | 0.576 | 0.576 | 0.597 | 0.618 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2000 | 1.000 | 0.494 | 0.562 | 0.576 | 0.576 | 0.597 | 0.618 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2001 | 1.000 | 0.396 | 0.523 | 0.545 | 0.562 | 0.587 | 0.612 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.983 | 1.000 |
| 2002 | 1.000 | 0.396 | 0.523 | 0.545 | 0.562 | 0.587 | 0.612 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.983 | 1.000 |
| 2003 | 1.000 | 0.396 | 0.523 | 0.545 | 0.562 | 0.587 | 0.612 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.983 | 1.000 |
| 2004 | 1.000 | 0.396 | 0.523 | 0.545 | 0.562 | 0.587 | 0.612 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.983 | 1.000 |
| 2005 | 1.000 | 0.293 | 0.293 | 0.396 | 0.455 | 0.523 | 0.576 | 1.000 | 0.982 | 0.982 | 1.000 | 1.000 | 0.983 | 0.983 | 0.983 | 0.983 | 1.000 | 1.000 |
| 2006 | 1.000 | 0.293 | 0.293 | 0.396 | 0.494 | 0.523 | 0.576 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 1.000 | 0.996 | 0.992 | 0.990 | 0.797 | 0.879 | 0.895 | 0.845 | 0.845 | 0.845 | 0.845 | 0.867 | 0.867 | 0.817 | 0.867 | 0.810 | 0.810 |
| 1991 | 0.996 | 1.000 | 0.990 | 0.988 | 0.788 | 0.897 | 0.918 | 0.890 | 0.895 | 0.895 | 0.890 | 0.895 | 0.895 | 0.867 | 0.902 | 0.810 | 0.810 |
| 1992 | 0.992 | 0.990 | 1.000 | 0.990 | 0.801 | 0.904 | 0.903 | 0.875 | 0.871 | 0.871 | 0.875 | 0.868 | 0.868 | 0.868 | 0.863 | 0.850 | 0.850 |
| 1993 | 0.990 | 0.988 | 0.990 | 1.000 | 0.806 | 0.895 | 0.924 | 0.900 | 0.896 | 0.896 | 0.886 | 0.890 | 0.881 | 0.868 | 0.877 | 0.842 | 0.842 |
| 1994 | 0.797 | 0.788 | 0.801 | 0.806 | 1.000 | 0.984 | 0.971 | 0.953 | 0.929 | 0.941 | 0.926 | 0.882 | 0.882 | 0.903 | 0.891 | 0.881 | 0.867 |
| 1995 | 0.879 | 0.897 | 0.904 | 0.895 | 0.984 | 1.000 | 0.994 | 0.986 | 0.977 | 0.980 | 0.976 | 0.954 | 0.949 | 0.956 | 0.951 | 0.904 | 0.893 |
| 1996 | 0.895 | 0.918 | 0.903 | 0.924 | 0.971 | 0.994 | 1.000 | 0.997 | 0.991 | 0.993 | 0.989 | 0.965 | 0.967 | 0.970 | 0.967 | 0.938 | 0.929 |
| 1997 | 0.845 | 0.890 | 0.875 | 0.900 | 0.953 | 0.986 | 0.997 | 1.000 | 0.994 | 0.998 | 0.993 | 0.971 | 0.970 | 0.970 | 0.968 | 0.946 | 0.934 |
| 1998 | 0.845 | 0.895 | 0.871 | 0.896 | 0.929 | 0.977 | 0.991 | 0.994 | 1.000 | 0.996 | 0.995 | 0.984 | 0.979 | 0.974 | 0.977 | 0.971 | 0.956 |
| 1999 | 0.845 | 0.895 | 0.871 | 0.896 | 0.941 | 0.980 | 0.993 | 0.998 | 0.996 | 1.000 | 0.991 | 0.974 | 0.971 | 0.971 | 0.971 | 0.951 | 0.936 |
| 2000 | 0.845 | 0.890 | 0.875 | 0.886 | 0.926 | 0.976 | 0.989 | 0.993 | 0.995 | 0.991 | 1.000 | 0.979 | 0.970 | 0.959 | 0.959 | 0.959 | 0.940 |
| 2001 | 0.867 | 0.895 | 0.868 | 0.890 | 0.882 | 0.954 | 0.965 | 0.971 | 0.984 | 0.974 | 0.979 | 1.000 | 0.993 | 0.984 | 0.985 | 0.982 | 0.970 |
| 2002 | 0.867 | 0.895 | 0.868 | 0.881 | 0.882 | 0.949 | 0.967 | 0.970 | 0.979 | 0.971 | 0.970 | 0.993 | 1.000 | 0.994 | 0.995 | 0.989 | 0.982 |
| 2003 | 0.817 | 0.867 | 0.868 | 0.868 | 0.903 | 0.956 | 0.970 | 0.970 | 0.974 | 0.971 | 0.959 | 0.984 | 0.994 | 1.000 | 0.997 | 0.981 | 0.981 |
| 2004 | 0.867 | 0.902 | 0.863 | 0.877 | 0.891 | 0.951 | 0.967 | 0.968 | 0.977 | 0.971 | 0.959 | 0.985 | 0.995 | 0.997 | 1.000 | 0.982 | 0.984 |
| 2005 | 0.810 | 0.810 | 0.850 | 0.842 | 0.881 | 0.904 | 0.938 | 0.946 | 0.971 | 0.951 | 0.959 | 0.982 | 0.989 | 0.981 | 0.982 | 1.000 | 0.994 |
| 2006 | 0.810 | 0.810 | 0.850 | 0.842 | 0.867 | 0.893 | 0.929 | 0.934 | 0.956 | 0.936 | 0.940 | 0.970 | 0.982 | 0.981 | 0.984 | 0.994 | 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.
| 회계명 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 일반회계 | 22689432968 | 26979748000 | 33200029000 | 38050000000 | 43250000000 | 49987915000 | 57962100000 | 67578600000 | 70263570000 | 80137800000 | 86474007200 | 94124600000 | 105876671000 | 111483097967 | 118356045454 | 134370379000 | 144807610000 |
| 1 | 재정투융자특별회계 | 5025554166 | 5039027661 | 5393858793 | 8342245847 | 11086611174 | 11300405437 | 12619191247 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 2 | 재정융자특별회계 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 10648592650 | 13411150600 | 23969697525 | 22053956838 | 16705136586 | 18714536721 | 18971424287 | 15590602871 | 14870257317 | 10382406871 |
| 3 | 국유재산관리특별회계 | <NA> | <NA> | <NA> | <NA> | 1158656702 | 1207815923 | 1566167723 | 1701049281 | 1441448178 | 1249297409 | 1299641032 | 1629821411 | 1623105819 | 1370556890 | 1354126544 | 2011786322 | 1392618543 |
| 4 | 농어촌구조개선특별회계 | <NA> | <NA> | 1121911007 | 1479050855 | 2741187462 | 4528506185 | 5417300144 | 5926020028 | 6291902740 | 5146856691 | 5824812829 | 6517872231 | 6095435083 | 6088771942 | 6533085727 | 6327970343 | 7067249522 |
| 5 | 농어촌특별세관리특별회계 | <NA> | <NA> | <NA> | <NA> | <NA> | 1543200000 | 1590023000 | 1500004025 | 1524670289 | 1176555518 | 1629320750 | 3547093870 | 1809116405 | 2122340440 | 2228460529 | 2692362000 | 2778585000 |
| 6 | 교통시설특별회계 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 6531024869 | 8282172222 | 9219781367 | 10931991306 | 12331010477 | 12521734721 | 13255911359 | 13223502495 | 13507912077 | 13058661676 | 12595344729 |
| 7 | 등기특별회계 | <NA> | <NA> | <NA> | <NA> | 43407694 | 53943800 | 79210999 | 113731497 | 148386009 | 158998417 | 169411348 | 197854148 | 190284010 | 219597257 | 200341839 | 240933898 | 266835302 |
| 8 | 지방양여금관리특별회계 | <NA> | 557031000 | 1250629000 | 1470473309 | 1774746795 | 1870124889 | 2551083601 | 3189101439 | 3097694529 | 2772895825 | 3671032464 | 4779517025 | 4349581354 | 4903517434 | 4397156729 | <NA> | <NA> |
| 9 | 교도작업특별회계 | 16966000 | 17367000 | 18067000 | 23963000 | 28576000 | 31000000 | 33000000 | 34500000 | 36000000 | 36000000 | 37500000 | 39000000 | 40000000 | 45000000 | 46500000 | 47800000 | 49200000 |
| 회계명 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | 국립대학교부속병원특별회계 | 145742738 | 174962789 | 227626237 | 264668383 | 178679947 | 125825362 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 29 | 국유임야관리특별회계 | 38575367 | 70156311 | 151816140 | 172634985 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 30 | 산업재해보상보험특별회계 | 528903053 | 680340000 | 984091055 | 1533107000 | 1463428250 | 1364136431 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 31 | 군용시설교외이전특별회계 | 206241066 | 418837913 | 495207298 | 449747493 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 32 | 사법시설등특별회계 | 125045491 | 141977921 | 200102429 | 235075260 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 33 | 체신보험특별회계 | 46070729 | 51351568 | 61174247 | 70138124 | 79276641 | 97854079 | 141437607 | 178293691 | 183203476 | 195985176 | 245742075 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 34 | 도로사업특별회계 | 1092411062 | 1075921590 | 1705515000 | 2104932000 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 35 | 도시철도사업특별회계 | <NA> | 160000000 | 250000000 | 381000000 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 36 | 정부청사시설특별회계 | <NA> | <NA> | <NA> | 22220000 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 37 | 도로등교통시설특별회계 | <NA> | <NA> | <NA> | <NA> | 4534472607 | 5384068672 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |