Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 231 |
| Missing cells | 15 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.2 KiB |
| Average record size in memory | 151.6 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 15 |
Dataset
| Description | 국내에 등록되어 도로를 운행 중인 자동차의 용도별, 차종별 시군구별 연간 자동차 주행거리 현황입니다. 단위(천km) |
|---|---|
| Author | 한국교통안전공단 |
| URL | https://www.data.go.kr/data/15088482/fileData.do |
전체_계 is highly overall correlated with 전체_승용차 and 13 other fields | High correlation |
전체_승용차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
전체_승합차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
전체_화물차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
전체_특수차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
비사업용_계 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
비사업용_승용차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
비사업용_승합차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
비사업용_화물차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
비사업용_특수차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
사업용_계 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
사업용_승용차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
사업용_승합차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
사업용_화물차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
사업용_특수차 is highly overall correlated with 전체_계 and 13 other fields | High correlation |
Reproduction
| Analysis started | 2023-12-12 14:58:19.379685 |
|---|---|
| Analysis finished | 2023-12-12 14:58:45.417690 |
| Duration | 26.04 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시도
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| 경기도 | |
|---|---|
| 서울특별시 | |
| 경상북도 | |
| 전라남도 | |
| 강원도 | |
| Other values (11) |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.1385281 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 서울특별시 |
|---|---|
| 2nd row | 서울특별시 |
| 3rd row | 서울특별시 |
| 4th row | 서울특별시 |
| 5th row | 서울특별시 |
Common Values
| Value | Count | Frequency (%) |
| 경기도 | 31 | |
| 서울특별시 | 25 | |
| 경상북도 | 23 | |
| 전라남도 | 22 | |
| 강원도 | 18 | |
| 경상남도 | 18 | |
| 부산광역시 | 16 | |
| 충청남도 | 16 | |
| 전라북도 | 14 | 6.1% |
| 충청북도 | 12 | 5.2% |
| Other values (6) | 36 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 경기도 | 31 | |
| 서울특별시 | 25 | |
| 경상북도 | 23 | |
| 전라남도 | 22 | |
| 강원도 | 18 | |
| 경상남도 | 18 | |
| 부산광역시 | 16 | |
| 충청남도 | 16 | |
| 전라북도 | 14 | 6.1% |
| 충청북도 | 12 | 5.2% |
| Other values (6) | 36 |
시군구
Text
| Distinct | 209 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.038961 |
| Min length | 2 |
Characters and Unicode
| Total characters | 702 |
|---|---|
| Distinct characters | 133 |
| Distinct categories | 2 ? |
| 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 | 202 ? |
|---|---|
| Unique (%) | 87.4% |
Sample
| 1st row | 종로구 |
|---|---|
| 2nd row | 중 구 |
| 3rd row | 용산구 |
| 4th row | 성동구 |
| 5th row | 광진구 |
| Value | Count | Frequency (%) |
| 구 | 25 | 9.8% |
| 중 | 6 | 2.3% |
| 동 | 6 | 2.3% |
| 서 | 5 | 2.0% |
| 남 | 4 | 1.6% |
| 북 | 4 | 1.6% |
| 고성군 | 2 | 0.8% |
| 강서구 | 2 | 0.8% |
| 광양시 | 1 | 0.4% |
| 진안군 | 1 | 0.4% |
| Other values (200) | 200 |
Most occurring characters
| Value | Count | Frequency (%) |
| 군 | 87 | 12.4% |
| 시 | 78 | 11.1% |
| 구 | 74 | 10.5% |
| 25 | 3.6% | |
| 천 | 22 | 3.1% |
| 주 | 20 | 2.8% |
| 성 | 18 | 2.6% |
| 양 | 18 | 2.6% |
| 동 | 17 | 2.4% |
| 산 | 16 | 2.3% |
| Other values (123) | 327 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 677 | |
| Space Separator | 25 | 3.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 군 | 87 | 12.9% |
| 시 | 78 | 11.5% |
| 구 | 74 | 10.9% |
| 천 | 22 | 3.2% |
| 주 | 20 | 3.0% |
| 성 | 18 | 2.7% |
| 양 | 18 | 2.7% |
| 동 | 17 | 2.5% |
| 산 | 16 | 2.4% |
| 서 | 13 | 1.9% |
| Other values (122) | 314 |
Space Separator
| Value | Count | Frequency (%) |
| 25 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 677 | |
| Common | 25 | 3.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 군 | 87 | 12.9% |
| 시 | 78 | 11.5% |
| 구 | 74 | 10.9% |
| 천 | 22 | 3.2% |
| 주 | 20 | 3.0% |
| 성 | 18 | 2.7% |
| 양 | 18 | 2.7% |
| 동 | 17 | 2.5% |
| 산 | 16 | 2.4% |
| 서 | 13 | 1.9% |
| Other values (122) | 314 |
Common
| Value | Count | Frequency (%) |
| 25 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 677 | |
| ASCII | 25 | 3.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 군 | 87 | 12.9% |
| 시 | 78 | 11.5% |
| 구 | 74 | 10.9% |
| 천 | 22 | 3.2% |
| 주 | 20 | 3.0% |
| 성 | 18 | 2.7% |
| 양 | 18 | 2.7% |
| 동 | 17 | 2.5% |
| 산 | 16 | 2.4% |
| 서 | 13 | 1.9% |
| Other values (122) | 314 |
ASCII
| Value | Count | Frequency (%) |
| 25 |
전체_계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1463685.7 |
| Minimum | 0 |
|---|---|
| Maximum | 9377141.2 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 200948.98 |
| Q1 | 411072.47 |
| median | 1016272.4 |
| Q3 | 1896432 |
| 95-th percentile | 4246321.6 |
| Maximum | 9377141.2 |
| Range | 9377141.2 |
| Interquartile range (IQR) | 1485359.5 |
Descriptive statistics
| Standard deviation | 1502381.6 |
|---|---|
| Coefficient of variation (CV) | 1.0264373 |
| Kurtosis | 6.3410861 |
| Mean | 1463685.7 |
| Median Absolute Deviation (MAD) | 659628.35 |
| Skewness | 2.242898 |
| Sum | 3.3664771 × 108 |
| Variance | 2.2571506 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 578443.4 | 1 | 0.4% |
| 538290.3 | 1 | 0.4% |
| 271211.8 | 1 | 0.4% |
| 749098.7 | 1 | 0.4% |
| 647364.8 | 1 | 0.4% |
| 449948.8 | 1 | 0.4% |
| 4298515.9 | 1 | 0.4% |
| 1898145.2 | 1 | 0.4% |
| 1992145.1 | 1 | 0.4% |
| 819285.9 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 50560.1 | 1 | |
| 121778.3 | 1 | |
| 131506.5 | 1 | |
| 157826.6 | 1 | |
| 175024.8 | 1 | |
| 175348.7 | 1 | |
| 188457.5 | 1 | |
| 193725.3 | 1 | |
| 194253.9 | 1 |
| Value | Count | Frequency (%) |
| 9377141.2 | 1 | |
| 7844223.8 | 1 | |
| 7633544.4 | 1 | |
| 6766605.5 | 1 | |
| 6496598.9 | 1 | |
| 5895447.2 | 1 | |
| 5882444.4 | 1 | |
| 5832645.3 | 1 | |
| 5561498.2 | 1 | |
| 4511371.8 | 1 |
전체_승용차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1077765.3 |
| Minimum | 0 |
|---|---|
| Maximum | 7067681.9 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 128401.64 |
| Q1 | 253620.33 |
| median | 722892 |
| Q3 | 1403499.2 |
| 95-th percentile | 3283621.8 |
| Maximum | 7067681.9 |
| Range | 7067681.9 |
| Interquartile range (IQR) | 1149878.8 |
Descriptive statistics
| Standard deviation | 1182682.4 |
|---|---|
| Coefficient of variation (CV) | 1.0973469 |
| Kurtosis | 7.1625758 |
| Mean | 1077765.3 |
| Median Absolute Deviation (MAD) | 490354.2 |
| Skewness | 2.3927737 |
| Sum | 2.4788601 × 108 |
| Variance | 1.3987376 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 420142.2 | 1 | 0.4% |
| 318393.5 | 1 | 0.4% |
| 146260.8 | 1 | 0.4% |
| 500468.3 | 1 | 0.4% |
| 418825.3 | 1 | 0.4% |
| 307152.9 | 1 | 0.4% |
| 3324810.5 | 1 | 0.4% |
| 1387806.4 | 1 | 0.4% |
| 1396514.5 | 1 | 0.4% |
| 558650.8 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 38590.3 | 1 | |
| 74798.7 | 1 | |
| 94911.9 | 1 | |
| 106608.4 | 1 | |
| 108086.7 | 1 | |
| 114891.8 | 1 | |
| 123897.2 | 1 | |
| 125558.0 | 1 | |
| 125904.6 | 1 |
| Value | Count | Frequency (%) |
| 7067681.9 | 1 | |
| 6674052.8 | 1 | |
| 6213090.0 | 1 | |
| 5357641.9 | 1 | |
| 5229516.9 | 1 | |
| 5090271.6 | 1 | |
| 4352130.2 | 1 | |
| 4314266.8 | 1 | |
| 4311216.1 | 1 | |
| 3588792.8 | 1 |
전체_승합차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79168.804 |
| Minimum | 0 |
|---|---|
| Maximum | 419268.7 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9228.84 |
| Q1 | 20346.35 |
| median | 56669.45 |
| Q3 | 96535.175 |
| 95-th percentile | 254627.75 |
| Maximum | 419268.7 |
| Range | 419268.7 |
| Interquartile range (IQR) | 76188.825 |
Descriptive statistics
| Standard deviation | 81592.204 |
|---|---|
| Coefficient of variation (CV) | 1.0306105 |
| Kurtosis | 4.7003653 |
| Mean | 79168.804 |
| Median Absolute Deviation (MAD) | 38179.85 |
| Skewness | 2.0732286 |
| Sum | 18208825 |
| Variance | 6.6572878 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 61038.5 | 1 | 0.4% |
| 63410.3 | 1 | 0.4% |
| 14473.4 | 1 | 0.4% |
| 46719.9 | 1 | 0.4% |
| 55990.8 | 1 | 0.4% |
| 22963.8 | 1 | 0.4% |
| 269282.9 | 1 | 0.4% |
| 86559.7 | 1 | 0.4% |
| 94035.0 | 1 | 0.4% |
| 39925.8 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 3696.0 | 1 | |
| 6439.0 | 1 | |
| 6957.4 | 1 | |
| 7993.8 | 1 | |
| 8183.1 | 1 | |
| 8238.1 | 1 | |
| 8333.8 | 1 | |
| 8505.1 | 1 | |
| 8594.3 | 1 |
| Value | Count | Frequency (%) |
| 419268.7 | 1 | |
| 404015.9 | 1 | |
| 399893.1 | 1 | |
| 380199.5 | 1 | |
| 371867.9 | 1 | |
| 343585.3 | 1 | |
| 339790.9 | 1 | |
| 322831.5 | 1 | |
| 299804.9 | 1 | |
| 292107.5 | 1 |
전체_화물차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289028.46 |
| Minimum | 0 |
|---|---|
| Maximum | 1804262.4 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 58635.165 |
| Q1 | 105573.6 |
| median | 211588.35 |
| Q3 | 362621.4 |
| 95-th percentile | 796970.56 |
| Maximum | 1804262.4 |
| Range | 1804262.4 |
| Interquartile range (IQR) | 257047.8 |
Descriptive statistics
| Standard deviation | 258791.67 |
|---|---|
| Coefficient of variation (CV) | 0.89538474 |
| Kurtosis | 5.9565752 |
| Mean | 289028.46 |
| Median Absolute Deviation (MAD) | 114350.75 |
| Skewness | 2.0503652 |
| Sum | 66476547 |
| Variance | 6.6973131 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 92949.4 | 1 | 0.4% |
| 153783.3 | 1 | 0.4% |
| 104479.2 | 1 | 0.4% |
| 190793.8 | 1 | 0.4% |
| 167085.6 | 1 | 0.4% |
| 118541.2 | 1 | 0.4% |
| 675093.6 | 1 | 0.4% |
| 386835.1 | 1 | 0.4% |
| 476680.7 | 1 | 0.4% |
| 215376.1 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 8230.7 | 1 | |
| 29317.3 | 1 | |
| 39046.2 | 1 | |
| 40181.2 | 1 | |
| 40506.8 | 1 | |
| 41336.9 | 1 | |
| 47245.7 | 1 | |
| 48304.4 | 1 | |
| 48672.3 | 1 |
| Value | Count | Frequency (%) |
| 1804262.4 | 1 | |
| 1218327.2 | 1 | |
| 1091600.8 | 1 | |
| 1069256.1 | 1 | |
| 1035244.7 | 1 | |
| 1029900.5 | 1 | |
| 951940.7 | 1 | |
| 944669.6 | 1 | |
| 936259.7 | 1 | |
| 900208.5 | 1 |
전체_특수차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 229 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17723.175 |
| Minimum | 0 |
|---|---|
| Maximum | 211157.1 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 715.335 |
| Q1 | 2696.825 |
| median | 6861.65 |
| Q3 | 21266.3 |
| 95-th percentile | 63398.275 |
| Maximum | 211157.1 |
| Range | 211157.1 |
| Interquartile range (IQR) | 18569.475 |
Descriptive statistics
| Standard deviation | 27645.873 |
|---|---|
| Coefficient of variation (CV) | 1.5598713 |
| Kurtosis | 16.01942 |
| Mean | 17723.175 |
| Median Absolute Deviation (MAD) | 5591.15 |
| Skewness | 3.5131672 |
| Sum | 4076330.3 |
| Variance | 7.6429429 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1574.9 | 2 | 0.9% |
| 4313.3 | 1 | 0.4% |
| 11605.7 | 1 | 0.4% |
| 7306.3 | 1 | 0.4% |
| 5998.4 | 1 | 0.4% |
| 11116.7 | 1 | 0.4% |
| 5463.1 | 1 | 0.4% |
| 1290.9 | 1 | 0.4% |
| 29328.8 | 1 | 0.4% |
| 36944.0 | 1 | 0.4% |
| Other values (219) | 219 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 43.2 | 1 | |
| 319.9 | 1 | |
| 359.3 | 1 | |
| 408.4 | 1 | |
| 409.3 | 1 | |
| 483.8 | 1 | |
| 541.9 | 1 | |
| 542.8 | 1 | |
| 591.9 | 1 |
| Value | Count | Frequency (%) |
| 211157.1 | 1 | |
| 168355.0 | 1 | |
| 124064.2 | 1 | |
| 112962.6 | 1 | |
| 111523.7 | 1 | |
| 108599.6 | 1 | |
| 107453.0 | 1 | |
| 105303.8 | 1 | |
| 92979.7 | 1 | |
| 79769.8 | 1 |
비사업용_계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1210224.6 |
| Minimum | 0 |
|---|---|
| Maximum | 8010968 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 189643.12 |
| Q1 | 350990.95 |
| median | 826227.35 |
| Q3 | 1594454.7 |
| 95-th percentile | 3574118.3 |
| Maximum | 8010968 |
| Range | 8010968 |
| Interquartile range (IQR) | 1243463.7 |
Descriptive statistics
| Standard deviation | 1232142.1 |
|---|---|
| Coefficient of variation (CV) | 1.0181102 |
| Kurtosis | 6.8660825 |
| Mean | 1210224.6 |
| Median Absolute Deviation (MAD) | 523408.3 |
| Skewness | 2.2876294 |
| Sum | 2.7835167 × 108 |
| Variance | 1.5181741 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 508777.4 | 1 | 0.4% |
| 460795.1 | 1 | 0.4% |
| 222319.1 | 1 | 0.4% |
| 673534.3 | 1 | 0.4% |
| 577991.8 | 1 | 0.4% |
| 430876.2 | 1 | 0.4% |
| 3818126.9 | 1 | 0.4% |
| 1642901.6 | 1 | 0.4% |
| 1742164.1 | 1 | 0.4% |
| 694955.9 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 43812.1 | 1 | |
| 118738.6 | 1 | |
| 127694.2 | 1 | |
| 154161.0 | 1 | |
| 156557.7 | 1 | |
| 167735.4 | 1 | |
| 168827.9 | 1 | |
| 169485.9 | 1 | |
| 173503.0 | 1 |
| Value | Count | Frequency (%) |
| 8010968.0 | 1 | |
| 6561265.4 | 1 | |
| 6011920.8 | 1 | |
| 5750804.4 | 1 | |
| 5363408.4 | 1 | |
| 4988098.5 | 1 | |
| 4951540.5 | 1 | |
| 3971437.1 | 1 | |
| 3823430.2 | 1 | |
| 3818126.9 | 1 |
비사업용_승용차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 962527.47 |
| Minimum | 0 |
|---|---|
| Maximum | 6597851.7 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 126382.1 |
| Q1 | 245550.65 |
| median | 642829.8 |
| Q3 | 1252273.1 |
| 95-th percentile | 2800319.2 |
| Maximum | 6597851.7 |
| Range | 6597851.7 |
| Interquartile range (IQR) | 1006722.4 |
Descriptive statistics
| Standard deviation | 1026150.2 |
|---|---|
| Coefficient of variation (CV) | 1.0660996 |
| Kurtosis | 7.1857738 |
| Mean | 962527.47 |
| Median Absolute Deviation (MAD) | 430273.1 |
| Skewness | 2.3352864 |
| Sum | 2.2138132 × 108 |
| Variance | 1.0529842 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 404924.6 | 1 | 0.4% |
| 302888.6 | 1 | 0.4% |
| 144673.7 | 1 | 0.4% |
| 494037.8 | 1 | 0.4% |
| 411588.3 | 1 | 0.4% |
| 302118.8 | 1 | 0.4% |
| 3174135.6 | 1 | 0.4% |
| 1320346.6 | 1 | 0.4% |
| 1333675.1 | 1 | 0.4% |
| 484672.2 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 33812.4 | 1 | |
| 74597.2 | 1 | |
| 93408.4 | 1 | |
| 105859.1 | 1 | |
| 107892.6 | 1 | |
| 113870.4 | 1 | |
| 117845.9 | 1 | |
| 119803.8 | 1 | |
| 122981.1 | 1 |
| Value | Count | Frequency (%) |
| 6597851.7 | 1 | |
| 5528922.9 | 1 | |
| 5138643.4 | 1 | |
| 4972594.3 | 1 | |
| 4259793.1 | 1 | |
| 4137744.6 | 1 | |
| 4016227.4 | 1 | |
| 3406416.3 | 1 | |
| 3174135.6 | 1 | |
| 3114022.7 | 1 |
비사업용_승합차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43408.554 |
| Minimum | 0 |
|---|---|
| Maximum | 236445.7 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7529.335 |
| Q1 | 13804.225 |
| median | 32280.7 |
| Q3 | 56099.1 |
| 95-th percentile | 131438.55 |
| Maximum | 236445.7 |
| Range | 236445.7 |
| Interquartile range (IQR) | 42294.875 |
Descriptive statistics
| Standard deviation | 40807.522 |
|---|---|
| Coefficient of variation (CV) | 0.94008019 |
| Kurtosis | 4.9479963 |
| Mean | 43408.554 |
| Median Absolute Deviation (MAD) | 19641.35 |
| Skewness | 2.0368667 |
| Sum | 9983967.4 |
| Variance | 1.6652538 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38637.8 | 1 | 0.4% |
| 21149.0 | 1 | 0.4% |
| 8748.3 | 1 | 0.4% |
| 25160.8 | 1 | 0.4% |
| 25038.4 | 1 | 0.4% |
| 17263.8 | 1 | 0.4% |
| 116246.5 | 1 | 0.4% |
| 57596.3 | 1 | 0.4% |
| 68559.9 | 1 | 0.4% |
| 28613.2 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 1895.9 | 1 | |
| 4805.5 | 1 | |
| 5661.7 | 1 | |
| 5674.8 | 1 | |
| 5930.8 | 1 | |
| 6062.6 | 1 | |
| 6607.8 | 1 | |
| 6778.2 | 1 | |
| 7188.2 | 1 |
| Value | Count | Frequency (%) |
| 236445.7 | 1 | |
| 221969.5 | 1 | |
| 184930.7 | 1 | |
| 181287.3 | 1 | |
| 181002.5 | 1 | |
| 168267.7 | 1 | |
| 166327.2 | 1 | |
| 165983.3 | 1 | |
| 145827.2 | 1 | |
| 145550.5 | 1 |
비사업용_화물차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202457.57 |
| Minimum | 0 |
|---|---|
| Maximum | 1165517.2 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45109.13 |
| Q1 | 88015.6 |
| median | 156047.55 |
| Q3 | 251738.57 |
| 95-th percentile | 572055.94 |
| Maximum | 1165517.2 |
| Range | 1165517.2 |
| Interquartile range (IQR) | 163722.97 |
Descriptive statistics
| Standard deviation | 174260.69 |
|---|---|
| Coefficient of variation (CV) | 0.86072697 |
| Kurtosis | 5.9212933 |
| Mean | 202457.57 |
| Median Absolute Deviation (MAD) | 73896.4 |
| Skewness | 2.1377573 |
| Sum | 46565240 |
| Variance | 3.0366787 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64747.6 | 1 | 0.4% |
| 136041.7 | 1 | 0.4% |
| 68217.3 | 1 | 0.4% |
| 152890.5 | 1 | 0.4% |
| 140268.8 | 1 | 0.4% |
| 110739.4 | 1 | 0.4% |
| 522067.6 | 1 | 0.4% |
| 262888.1 | 1 | 0.4% |
| 337000.5 | 1 | 0.4% |
| 179844.6 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 8063.9 | 1 | |
| 27131.5 | 1 | |
| 28173.2 | 1 | |
| 28414.7 | 1 | |
| 30234.2 | 1 | |
| 38806.3 | 1 | |
| 39068.3 | 1 | |
| 40025.8 | 1 | |
| 41918.0 | 1 |
| Value | Count | Frequency (%) |
| 1165517.2 | 1 | |
| 914044.3 | 1 | |
| 842768.0 | 1 | |
| 761696.4 | 1 | |
| 735673.9 | 1 | |
| 679029.9 | 1 | |
| 658431.7 | 1 | |
| 644602.7 | 1 | |
| 641083.8 | 1 | |
| 596041.1 | 1 |
비사업용_특수차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 228 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1831.0387 |
| Minimum | 0 |
|---|---|
| Maximum | 11661.4 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 270.175 |
| Q1 | 548.675 |
| median | 1163.35 |
| Q3 | 2485.025 |
| 95-th percentile | 5843.345 |
| Maximum | 11661.4 |
| Range | 11661.4 |
| Interquartile range (IQR) | 1936.35 |
Descriptive statistics
| Standard deviation | 1953.7262 |
|---|---|
| Coefficient of variation (CV) | 1.0670043 |
| Kurtosis | 7.8883602 |
| Mean | 1831.0387 |
| Median Absolute Deviation (MAD) | 722.95 |
| Skewness | 2.513177 |
| Sum | 421138.9 |
| Variance | 3817046.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 389.5 | 2 | 0.9% |
| 2058.5 | 2 | 0.9% |
| 337.5 | 1 | 0.4% |
| 406.7 | 1 | 0.4% |
| 679.7 | 1 | 0.4% |
| 1445.3 | 1 | 0.4% |
| 1096.2 | 1 | 0.4% |
| 754.2 | 1 | 0.4% |
| 5677.3 | 1 | 0.4% |
| 2070.6 | 1 | 0.4% |
| Other values (218) | 218 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 39.9 | 1 | |
| 136.3 | 1 | |
| 160.3 | 1 | |
| 188.9 | 1 | |
| 193.9 | 1 | |
| 194.6 | 1 | |
| 209.4 | 1 | |
| 227.2 | 1 | |
| 257.2 | 1 |
| Value | Count | Frequency (%) |
| 11661.4 | 1 | |
| 11525.1 | 1 | |
| 11153.4 | 1 | |
| 8572.1 | 1 | |
| 8283.7 | 1 | |
| 7579.0 | 1 | |
| 7289.5 | 1 | |
| 7148.6 | 1 | |
| 6705.3 | 1 | |
| 6653.5 | 1 |
사업용_계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253461.07 |
| Minimum | 0 |
|---|---|
| Maximum | 4763883.4 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7759.65 |
| Q1 | 37374.1 |
| median | 157229.95 |
| Q3 | 312793.23 |
| 95-th percentile | 681909.64 |
| Maximum | 4763883.4 |
| Range | 4763883.4 |
| Interquartile range (IQR) | 275419.13 |
Descriptive statistics
| Standard deviation | 468312.06 |
|---|---|
| Coefficient of variation (CV) | 1.8476686 |
| Kurtosis | 60.280506 |
| Mean | 253461.07 |
| Median Absolute Deviation (MAD) | 128459.75 |
| Skewness | 6.9503629 |
| Sum | 58296045 |
| Variance | 2.1931619 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 69666.0 | 1 | 0.4% |
| 77495.2 | 1 | 0.4% |
| 48892.7 | 1 | 0.4% |
| 75564.4 | 1 | 0.4% |
| 69373.0 | 1 | 0.4% |
| 19072.6 | 1 | 0.4% |
| 480388.9 | 1 | 0.4% |
| 255243.7 | 1 | 0.4% |
| 249981.0 | 1 | 0.4% |
| 124330.0 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 3039.7 | 1 | |
| 3665.6 | 1 | |
| 3812.3 | 1 | |
| 6520.9 | 1 | |
| 6748.0 | 1 | |
| 6818.4 | 1 | |
| 6845.0 | 1 | |
| 7104.2 | 1 | |
| 7153.0 | 1 |
| Value | Count | Frequency (%) |
| 4763883.4 | 1 | |
| 4262610.7 | 1 | |
| 1607652.9 | 1 | |
| 1366173.1 | 1 | |
| 1191438.7 | 1 | |
| 1072279.0 | 1 | |
| 929224.0 | 1 | |
| 881104.8 | 1 | |
| 859264.1 | 1 | |
| 754684.7 | 1 |
사업용_승용차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115237.78 |
| Minimum | 0 |
|---|---|
| Maximum | 4300835.6 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1042.045 |
| Q1 | 5429.575 |
| median | 26404.8 |
| Q3 | 93469.475 |
| 95-th percentile | 344128.85 |
| Maximum | 4300835.6 |
| Range | 4300835.6 |
| Interquartile range (IQR) | 88039.9 |
Descriptive statistics
| Standard deviation | 413357.24 |
|---|---|
| Coefficient of variation (CV) | 3.5869941 |
| Kurtosis | 81.868306 |
| Mean | 115237.78 |
| Median Absolute Deviation (MAD) | 24378.55 |
| Skewness | 8.6512775 |
| Sum | 26504689 |
| Variance | 1.7086421 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15217.6 | 1 | 0.4% |
| 15504.9 | 1 | 0.4% |
| 1587.1 | 1 | 0.4% |
| 6430.4 | 1 | 0.4% |
| 7236.9 | 1 | 0.4% |
| 5034.1 | 1 | 0.4% |
| 150674.9 | 1 | 0.4% |
| 67459.9 | 1 | 0.4% |
| 62839.4 | 1 | 0.4% |
| 73978.6 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 194.0 | 1 | |
| 201.5 | 1 | |
| 276.3 | 1 | |
| 382.1 | 1 | |
| 486.9 | 1 | |
| 749.3 | 1 | |
| 811.4 | 1 | |
| 867.2 | 1 | |
| 916.2 | 1 |
| Value | Count | Frequency (%) |
| 4300835.6 | 1 | |
| 4054604.6 | 1 | |
| 1544524.8 | 1 | |
| 1008748.8 | 1 | |
| 777028.9 | 1 | |
| 684167.2 | 1 | |
| 543956.4 | 1 | |
| 492212.6 | 1 | |
| 477128.7 | 1 | |
| 469830.2 | 1 |
사업용_승합차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35760.253 |
| Minimum | 0 |
|---|---|
| Maximum | 303955.1 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1579.82 |
| Q1 | 4894.475 |
| median | 22055.25 |
| Q3 | 44959.475 |
| 95-th percentile | 136140.75 |
| Maximum | 303955.1 |
| Range | 303955.1 |
| Interquartile range (IQR) | 40065 |
Descriptive statistics
| Standard deviation | 45898.78 |
|---|---|
| Coefficient of variation (CV) | 1.2835138 |
| Kurtosis | 8.7655214 |
| Mean | 35760.253 |
| Median Absolute Deviation (MAD) | 17898.1 |
| Skewness | 2.6071104 |
| Sum | 8224858.2 |
| Variance | 2.106698 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22400.7 | 1 | 0.4% |
| 42261.3 | 1 | 0.4% |
| 5725.1 | 1 | 0.4% |
| 21559.2 | 1 | 0.4% |
| 30952.3 | 1 | 0.4% |
| 5700.0 | 1 | 0.4% |
| 153036.5 | 1 | 0.4% |
| 28963.4 | 1 | 0.4% |
| 25475.1 | 1 | 0.4% |
| 11312.6 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 528.6 | 1 | |
| 726.0 | 1 | |
| 1245.0 | 1 | |
| 1295.7 | 1 | |
| 1316.2 | 1 | |
| 1316.8 | 1 | |
| 1404.9 | 1 | |
| 1412.2 | 1 | |
| 1511.4 | 1 |
| Value | Count | Frequency (%) |
| 303955.1 | 1 | |
| 265573.3 | 1 | |
| 213872.3 | 1 | |
| 197299.3 | 1 | |
| 163447.5 | 1 | |
| 162582.8 | 1 | |
| 154860.2 | 1 | |
| 153036.5 | 1 | |
| 146922.5 | 1 | |
| 141544.1 | 1 |
사업용_화물차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86570.897 |
| Minimum | 0 |
|---|---|
| Maximum | 638745.2 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3505.12 |
| Q1 | 15071.9 |
| median | 53826.85 |
| Q3 | 121471.22 |
| 95-th percentile | 266924.44 |
| Maximum | 638745.2 |
| Range | 638745.2 |
| Interquartile range (IQR) | 106399.32 |
Descriptive statistics
| Standard deviation | 98737.029 |
|---|---|
| Coefficient of variation (CV) | 1.1405338 |
| Kurtosis | 7.7789909 |
| Mean | 86570.897 |
| Median Absolute Deviation (MAD) | 44553.6 |
| Skewness | 2.274343 |
| Sum | 19911306 |
| Variance | 9.749001 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28201.8 | 1 | 0.4% |
| 17741.6 | 1 | 0.4% |
| 36261.9 | 1 | 0.4% |
| 37903.3 | 1 | 0.4% |
| 26816.8 | 1 | 0.4% |
| 7801.7 | 1 | 0.4% |
| 153026.0 | 1 | 0.4% |
| 123947.0 | 1 | 0.4% |
| 139680.1 | 1 | 0.4% |
| 35531.5 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 166.7 | 1 | |
| 902.6 | 1 | |
| 1113.0 | 1 | |
| 1311.0 | 1 | |
| 1700.5 | 1 | |
| 2155.6 | 1 | |
| 2742.3 | 1 | |
| 3202.6 | 1 | |
| 3260.8 | 1 |
| Value | Count | Frequency (%) |
| 638745.2 | 1 | |
| 621915.1 | 1 | |
| 449544.4 | 1 | |
| 396089.0 | 1 | |
| 329904.4 | 1 | |
| 307338.0 | 1 | |
| 304282.9 | 1 | |
| 299188.3 | 1 | |
| 298786.7 | 1 | |
| 297916.4 | 1 |
사업용_특수차
Real number (ℝ)
HIGH CORRELATION
| Distinct | 230 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15892.134 |
| Minimum | 0 |
|---|---|
| Maximum | 210756.7 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 195.47 |
| Q1 | 1830.25 |
| median | 5574.55 |
| Q3 | 18312.275 |
| 95-th percentile | 59905.215 |
| Maximum | 210756.7 |
| Range | 210756.7 |
| Interquartile range (IQR) | 16482.025 |
Descriptive statistics
| Standard deviation | 26925.115 |
|---|---|
| Coefficient of variation (CV) | 1.6942416 |
| Kurtosis | 18.015816 |
| Mean | 15892.134 |
| Median Absolute Deviation (MAD) | 4851.15 |
| Skewness | 3.7356068 |
| Sum | 3655190.9 |
| Variance | 7.2496182 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3845.9 | 1 | 0.4% |
| 1987.5 | 1 | 0.4% |
| 5318.6 | 1 | 0.4% |
| 9671.4 | 1 | 0.4% |
| 4366.9 | 1 | 0.4% |
| 536.7 | 1 | 0.4% |
| 23651.5 | 1 | 0.4% |
| 34873.3 | 1 | 0.4% |
| 21986.4 | 1 | 0.4% |
| 3507.3 | 1 | 0.4% |
| Other values (220) | 220 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 3.3 | 1 | |
| 41.1 | 1 | |
| 91.6 | 1 | |
| 97.5 | 1 | |
| 110.5 | 1 | |
| 114.9 | 1 | |
| 116.0 | 1 | |
| 135.2 | 1 | |
| 146.3 | 1 |
| Value | Count | Frequency (%) |
| 210756.7 | 1 | |
| 166693.8 | 1 | |
| 117483.8 | 1 | |
| 109400.2 | 1 | |
| 107823.2 | 1 | |
| 107264.1 | 1 | |
| 105985.4 | 1 | |
| 94150.3 | 1 | |
| 91426.3 | 1 | |
| 76244.7 | 1 |
| 시도 | 전체_계 | 전체_승용차 | 전체_승합차 | 전체_화물차 | 전체_특수차 | 비사업용_계 | 비사업용_승용차 | 비사업용_승합차 | 비사업용_화물차 | 비사업용_특수차 | 사업용_계 | 사업용_승용차 | 사업용_승합차 | 사업용_화물차 | 사업용_특수차 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시도 | 1.000 | 0.548 | 0.548 | 0.525 | 0.558 | 0.360 | 0.515 | 0.486 | 0.479 | 0.496 | 0.392 | 0.599 | 0.482 | 0.576 | 0.546 | 0.410 |
| 전체_계 | 0.548 | 1.000 | 0.982 | 0.940 | 0.889 | 0.534 | 0.954 | 0.981 | 0.864 | 0.862 | 0.785 | 0.782 | 0.743 | 0.930 | 0.782 | 0.500 |
| 전체_승용차 | 0.548 | 0.982 | 1.000 | 0.926 | 0.847 | 0.437 | 0.956 | 0.996 | 0.843 | 0.844 | 0.746 | 0.790 | 0.770 | 0.904 | 0.741 | 0.384 |
| 전체_승합차 | 0.525 | 0.940 | 0.926 | 1.000 | 0.804 | 0.323 | 0.829 | 0.926 | 0.846 | 0.794 | 0.730 | 0.682 | 0.575 | 0.931 | 0.768 | 0.290 |
| 전체_화물차 | 0.558 | 0.889 | 0.847 | 0.804 | 1.000 | 0.730 | 0.904 | 0.894 | 0.838 | 0.895 | 0.772 | 0.603 | 0.374 | 0.765 | 0.823 | 0.704 |
| 전체_특수차 | 0.360 | 0.534 | 0.437 | 0.323 | 0.730 | 1.000 | 0.556 | 0.549 | 0.414 | 0.541 | 0.461 | 0.315 | 0.132 | 0.435 | 0.562 | 0.997 |
| 비사업용_계 | 0.515 | 0.954 | 0.956 | 0.829 | 0.904 | 0.556 | 1.000 | 0.985 | 0.952 | 0.956 | 0.901 | 0.705 | 0.452 | 0.785 | 0.907 | 0.530 |
| 비사업용_승용차 | 0.486 | 0.981 | 0.996 | 0.926 | 0.894 | 0.549 | 0.985 | 1.000 | 0.872 | 0.874 | 0.787 | 0.669 | 0.561 | 0.890 | 0.791 | 0.523 |
| 비사업용_승합차 | 0.479 | 0.864 | 0.843 | 0.846 | 0.838 | 0.414 | 0.952 | 0.872 | 1.000 | 0.936 | 0.870 | 0.583 | 0.315 | 0.764 | 0.839 | 0.365 |
| 비사업용_화물차 | 0.496 | 0.862 | 0.844 | 0.794 | 0.895 | 0.541 | 0.956 | 0.874 | 0.936 | 1.000 | 0.923 | 0.679 | 0.469 | 0.756 | 0.894 | 0.510 |
| 비사업용_특수차 | 0.392 | 0.785 | 0.746 | 0.730 | 0.772 | 0.461 | 0.901 | 0.787 | 0.870 | 0.923 | 1.000 | 0.597 | 0.450 | 0.687 | 0.847 | 0.431 |
| 사업용_계 | 0.599 | 0.782 | 0.790 | 0.682 | 0.603 | 0.315 | 0.705 | 0.669 | 0.583 | 0.679 | 0.597 | 1.000 | 0.879 | 0.794 | 0.537 | 0.300 |
| 사업용_승용차 | 0.482 | 0.743 | 0.770 | 0.575 | 0.374 | 0.132 | 0.452 | 0.561 | 0.315 | 0.469 | 0.450 | 0.879 | 1.000 | 0.737 | 0.000 | 0.000 |
| 사업용_승합차 | 0.576 | 0.930 | 0.904 | 0.931 | 0.765 | 0.435 | 0.785 | 0.890 | 0.764 | 0.756 | 0.687 | 0.794 | 0.737 | 1.000 | 0.772 | 0.435 |
| 사업용_화물차 | 0.546 | 0.782 | 0.741 | 0.768 | 0.823 | 0.562 | 0.907 | 0.791 | 0.839 | 0.894 | 0.847 | 0.537 | 0.000 | 0.772 | 1.000 | 0.559 |
| 사업용_특수차 | 0.410 | 0.500 | 0.384 | 0.290 | 0.704 | 0.997 | 0.530 | 0.523 | 0.365 | 0.510 | 0.431 | 0.300 | 0.000 | 0.435 | 0.559 | 1.000 |
| 전체_계 | 전체_승용차 | 전체_승합차 | 전체_화물차 | 전체_특수차 | 비사업용_계 | 비사업용_승용차 | 비사업용_승합차 | 비사업용_화물차 | 비사업용_특수차 | 사업용_계 | 사업용_승용차 | 사업용_승합차 | 사업용_화물차 | 사업용_특수차 | 시도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 전체_계 | 1.000 | 0.992 | 0.954 | 0.943 | 0.719 | 0.980 | 0.977 | 0.966 | 0.928 | 0.861 | 0.915 | 0.848 | 0.874 | 0.875 | 0.683 | 0.246 |
| 전체_승용차 | 0.992 | 1.000 | 0.942 | 0.908 | 0.671 | 0.979 | 0.980 | 0.960 | 0.907 | 0.845 | 0.889 | 0.858 | 0.860 | 0.831 | 0.636 | 0.246 |
| 전체_승합차 | 0.954 | 0.942 | 1.000 | 0.907 | 0.658 | 0.943 | 0.939 | 0.952 | 0.897 | 0.817 | 0.887 | 0.809 | 0.956 | 0.839 | 0.625 | 0.232 |
| 전체_화물차 | 0.943 | 0.908 | 0.907 | 1.000 | 0.761 | 0.938 | 0.922 | 0.934 | 0.966 | 0.877 | 0.877 | 0.739 | 0.821 | 0.934 | 0.728 | 0.223 |
| 전체_특수차 | 0.719 | 0.671 | 0.658 | 0.761 | 1.000 | 0.689 | 0.682 | 0.658 | 0.686 | 0.719 | 0.768 | 0.586 | 0.619 | 0.782 | 0.995 | 0.130 |
| 비사업용_계 | 0.980 | 0.979 | 0.943 | 0.938 | 0.689 | 1.000 | 0.998 | 0.980 | 0.942 | 0.871 | 0.841 | 0.793 | 0.844 | 0.848 | 0.653 | 0.236 |
| 비사업용_승용차 | 0.977 | 0.980 | 0.939 | 0.922 | 0.682 | 0.998 | 1.000 | 0.976 | 0.922 | 0.858 | 0.839 | 0.798 | 0.841 | 0.842 | 0.647 | 0.210 |
| 비사업용_승합차 | 0.966 | 0.960 | 0.952 | 0.934 | 0.658 | 0.980 | 0.976 | 1.000 | 0.929 | 0.850 | 0.846 | 0.797 | 0.840 | 0.855 | 0.622 | 0.216 |
| 비사업용_화물차 | 0.928 | 0.907 | 0.897 | 0.966 | 0.686 | 0.942 | 0.922 | 0.929 | 1.000 | 0.891 | 0.797 | 0.709 | 0.806 | 0.826 | 0.648 | 0.225 |
| 비사업용_특수차 | 0.861 | 0.845 | 0.817 | 0.877 | 0.719 | 0.871 | 0.858 | 0.850 | 0.891 | 1.000 | 0.747 | 0.665 | 0.728 | 0.764 | 0.666 | 0.169 |
| 사업용_계 | 0.915 | 0.889 | 0.887 | 0.877 | 0.768 | 0.841 | 0.839 | 0.846 | 0.797 | 0.747 | 1.000 | 0.887 | 0.859 | 0.904 | 0.745 | 0.331 |
| 사업용_승용차 | 0.848 | 0.858 | 0.809 | 0.739 | 0.586 | 0.793 | 0.798 | 0.797 | 0.709 | 0.665 | 0.887 | 1.000 | 0.768 | 0.717 | 0.559 | 0.263 |
| 사업용_승합차 | 0.874 | 0.860 | 0.956 | 0.821 | 0.619 | 0.844 | 0.841 | 0.840 | 0.806 | 0.728 | 0.859 | 0.768 | 1.000 | 0.768 | 0.593 | 0.264 |
| 사업용_화물차 | 0.875 | 0.831 | 0.839 | 0.934 | 0.782 | 0.848 | 0.842 | 0.855 | 0.826 | 0.764 | 0.904 | 0.717 | 0.768 | 1.000 | 0.761 | 0.256 |
| 사업용_특수차 | 0.683 | 0.636 | 0.625 | 0.728 | 0.995 | 0.653 | 0.647 | 0.622 | 0.648 | 0.666 | 0.745 | 0.559 | 0.593 | 0.761 | 1.000 | 0.151 |
| 시도 | 0.246 | 0.246 | 0.232 | 0.223 | 0.130 | 0.236 | 0.210 | 0.216 | 0.225 | 0.169 | 0.331 | 0.263 | 0.264 | 0.256 | 0.151 | 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.
| 시도 | 시군구 | 전체_계 | 전체_승용차 | 전체_승합차 | 전체_화물차 | 전체_특수차 | 비사업용_계 | 비사업용_승용차 | 비사업용_승합차 | 비사업용_화물차 | 비사업용_특수차 | 사업용_계 | 사업용_승용차 | 사업용_승합차 | 사업용_화물차 | 사업용_특수차 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 서울특별시 | 종로구 | 578443.4 | 420142.2 | 61038.5 | 92949.4 | 4313.3 | 508777.4 | 404924.6 | 38637.8 | 64747.6 | 467.4 | 69666.0 | 15217.6 | 22400.7 | 28201.8 | 3845.9 |
| 1 | 서울특별시 | 중 구 | 690370.1 | 467645.9 | 58074.5 | 152592.0 | 12057.8 | 524448.9 | 390630.4 | 45252.1 | 87797.4 | 769.0 | 165921.2 | 77015.5 | 12822.4 | 64794.6 | 11288.8 |
| 2 | 서울특별시 | 용산구 | 833429.4 | 665372.2 | 31638.6 | 132461.2 | 3957.5 | 761472.1 | 637034.2 | 27962.6 | 93533.6 | 2941.7 | 71957.4 | 28338.0 | 3676.1 | 38927.6 | 1015.8 |
| 3 | 서울특별시 | 성동구 | 1454743.5 | 1073266.3 | 135510.5 | 242983.7 | 2983.0 | 1084382.6 | 871838.4 | 39444.9 | 172089.3 | 1010.0 | 370360.9 | 201428.0 | 96065.6 | 70894.4 | 1972.9 |
| 4 | 서울특별시 | 광진구 | 1274866.8 | 965133.4 | 63493.9 | 241161.5 | 5078.0 | 1104670.1 | 885432.0 | 41886.4 | 176874.0 | 477.6 | 170196.8 | 79701.4 | 21607.5 | 64287.5 | 4600.4 |
| 5 | 서울특별시 | 동대문구 | 1220638.7 | 913643.6 | 55356.3 | 248944.1 | 2694.7 | 1037490.8 | 825041.6 | 48824.8 | 162712.3 | 912.0 | 183148.0 | 88602.0 | 6531.6 | 86231.8 | 1782.7 |
| 6 | 서울특별시 | 중랑구 | 1517720.0 | 1104373.6 | 96489.8 | 310164.3 | 6692.3 | 1217651.0 | 952288.9 | 59385.9 | 204611.3 | 1365.0 | 300068.9 | 152084.7 | 37103.9 | 105553.0 | 5327.3 |
| 7 | 서울특별시 | 성북구 | 1454077.2 | 1124867.0 | 125090.0 | 201821.4 | 2298.8 | 1238109.3 | 1041685.2 | 54194.0 | 141312.6 | 917.5 | 215967.9 | 83181.8 | 70896.0 | 60508.8 | 1381.3 |
| 8 | 서울특별시 | 강북구 | 1155322.7 | 716396.0 | 90825.6 | 345697.8 | 2403.3 | 797658.3 | 634950.4 | 41358.1 | 120479.2 | 870.7 | 357664.4 | 81445.5 | 49467.6 | 225218.6 | 1532.6 |
| 9 | 서울특별시 | 도봉구 | 1241415.8 | 951197.9 | 75874.6 | 210984.8 | 3358.4 | 1013970.1 | 824914.9 | 46117.2 | 142040.4 | 897.6 | 227445.6 | 126283.0 | 29757.4 | 68944.4 | 2460.8 |
| 시도 | 시군구 | 전체_계 | 전체_승용차 | 전체_승합차 | 전체_화물차 | 전체_특수차 | 비사업용_계 | 비사업용_승용차 | 비사업용_승합차 | 비사업용_화물차 | 비사업용_특수차 | 사업용_계 | 사업용_승용차 | 사업용_승합차 | 사업용_화물차 | 사업용_특수차 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | 경상남도 | 창녕군 | 481021.8 | 330842.0 | 21976.5 | 124830.5 | 3372.7 | 452930.2 | 320683.7 | 17089.5 | 114085.0 | 1072.1 | 28091.6 | 10158.3 | 4887.1 | 10745.5 | 2300.6 |
| 222 | 경상남도 | 고성군 | 370222.7 | 255171.2 | 17372.8 | 94320.4 | 3358.3 | 347920.2 | 246287.9 | 13356.3 | 87287.7 | 988.3 | 22302.5 | 8883.3 | 4016.5 | 7032.8 | 2370.0 |
| 223 | 경상남도 | 남해군 | 271802.1 | 177206.9 | 21492.7 | 72238.0 | 864.5 | 250904.3 | 171643.7 | 10627.8 | 68243.4 | 389.5 | 20897.8 | 5563.2 | 10865.0 | 3994.7 | 475.0 |
| 224 | 경상남도 | 하동군 | 334505.9 | 221039.2 | 12546.0 | 95423.4 | 5497.3 | 318412.7 | 217353.6 | 10703.2 | 89838.9 | 517.1 | 16093.2 | 3685.6 | 1842.8 | 5584.5 | 4980.2 |
| 225 | 경상남도 | 산청군 | 299834.0 | 174488.4 | 12098.4 | 103759.1 | 9488.2 | 265599.5 | 172166.1 | 9953.3 | 83046.5 | 433.7 | 34234.5 | 2322.3 | 2145.1 | 20712.7 | 9054.5 |
| 226 | 경상남도 | 함양군 | 262795.2 | 166483.8 | 14727.8 | 80318.2 | 1265.5 | 247054.5 | 162302.3 | 8723.4 | 75626.6 | 402.1 | 15740.7 | 4181.5 | 6004.4 | 4691.5 | 863.3 |
| 227 | 경상남도 | 거창군 | 427859.3 | 276338.2 | 27169.5 | 112948.3 | 11403.4 | 392093.0 | 272082.1 | 14090.8 | 105113.1 | 807.0 | 35766.4 | 4256.1 | 13078.7 | 7835.2 | 10596.3 |
| 228 | 경상남도 | 합천군 | 319079.8 | 199749.7 | 13148.5 | 101781.7 | 4399.9 | 298712.2 | 197546.7 | 9321.0 | 91243.6 | 600.9 | 20367.6 | 2203.0 | 3827.4 | 10538.1 | 3799.0 |
| 229 | 제주특별자치도 | 제주시 | 7844223.8 | 6674052.8 | 371867.9 | 782811.2 | 15491.8 | 3080340.4 | 2373217.2 | 106294.7 | 596041.1 | 4787.4 | 4763883.4 | 4300835.6 | 265573.3 | 186770.2 | 10704.4 |
| 230 | 제주특별자치도 | 서귀포시 | 1224901.9 | 844640.3 | 57348.1 | 317923.8 | 4989.7 | 1159526.7 | 812659.4 | 43294.1 | 301566.0 | 2007.2 | 65375.2 | 31980.8 | 14054.1 | 16357.8 | 2982.5 |