Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 96 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.1 KiB |
| Average record size in memory | 107.4 B |
Variable types
| Categorical | 2 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
Dataset
| Description | 서울도시고속도로 노선별 요일별 속도자료- 공간적 범위 : 해당 노선의 전구간 평균속도- 시간적 범위 : 활동시간대(07시~22시) 평균값 |
|---|---|
| Author | 서울시설공단 |
| URL | https://www.data.go.kr/data/15070003/fileData.do |
년도 has constant value "" | Constant |
평일 평균 교통량 is highly overall correlated with 도로명 | High correlation |
평일 평균 속도 is highly overall correlated with 일요일(휴일포함) and 7 other fields | High correlation |
일요일(휴일포함) is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
월요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
화요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
수요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
목요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
금요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
토요일 is highly overall correlated with 평일 평균 속도 and 7 other fields | High correlation |
도로명 is highly overall correlated with 평일 평균 교통량 and 8 other fields | High correlation |
평일 평균 교통량 has unique values | Unique |
Reproduction
| Analysis started | 2024-04-21 01:38:41.831335 |
|---|---|
| Analysis finished | 2024-04-21 01:38:50.704676 |
| Duration | 8.87 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 900.0 B |
| 2023 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023 |
|---|---|
| 2nd row | 2023 |
| 3rd row | 2023 |
| 4th row | 2023 |
| 5th row | 2023 |
Common Values
| Value | Count | Frequency (%) |
| 2023 | 96 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023 | 96 |
월
Date
| Distinct | 12 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 900.0 B |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-01 00:00:00 |
Histogram with fixed size bins (bins=12)
도로명
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 900.0 B |
| 강변북로 | |
|---|---|
| 경부고속도로 | |
| 내부순환로 | |
| 동부간선도로 | |
| 북부간선도로 | |
| Other values (3) |
Length
| Max length | 6 |
|---|---|
| Median length | 5.5 |
| Mean length | 5.25 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 강변북로 |
|---|---|
| 2nd row | 강변북로 |
| 3rd row | 강변북로 |
| 4th row | 강변북로 |
| 5th row | 강변북로 |
Common Values
| Value | Count | Frequency (%) |
| 강변북로 | 12 | |
| 경부고속도로 | 12 | |
| 내부순환로 | 12 | |
| 동부간선도로 | 12 | |
| 북부간선도로 | 12 | |
| 분당수서로 | 12 | |
| 올림픽대로 | 12 | |
| 강남순환로 | 12 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 강변북로 | 12 | |
| 경부고속도로 | 12 | |
| 내부순환로 | 12 | |
| 동부간선도로 | 12 | |
| 북부간선도로 | 12 | |
| 분당수서로 | 12 | |
| 올림픽대로 | 12 | |
| 강남순환로 | 12 |
평일 평균 교통량
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 96 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167696.27 |
| Minimum | 106040 |
|---|---|
| Maximum | 251217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 106040 |
|---|---|
| 5-th percentile | 108562.25 |
| Q1 | 134493.5 |
| median | 147639 |
| Q3 | 203675 |
| 95-th percentile | 246329.75 |
| Maximum | 251217 |
| Range | 145177 |
| Interquartile range (IQR) | 69181.5 |
Descriptive statistics
| Standard deviation | 46328.244 |
|---|---|
| Coefficient of variation (CV) | 0.27626282 |
| Kurtosis | -1.1238651 |
| Mean | 167696.27 |
| Median Absolute Deviation (MAD) | 29855.5 |
| Skewness | 0.53371701 |
| Sum | 16098842 |
| Variance | 2.1463062 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 230723 | 1 | 1.0% |
| 108778 | 1 | 1.0% |
| 131065 | 1 | 1.0% |
| 133291 | 1 | 1.0% |
| 134837 | 1 | 1.0% |
| 133829 | 1 | 1.0% |
| 131085 | 1 | 1.0% |
| 131442 | 1 | 1.0% |
| 134571 | 1 | 1.0% |
| 136707 | 1 | 1.0% |
| Other values (86) | 86 |
| Value | Count | Frequency (%) |
| 106040 | 1 | |
| 107072 | 1 | |
| 107133 | 1 | |
| 108088 | 1 | |
| 108407 | 1 | |
| 108614 | 1 | |
| 108778 | 1 | |
| 109247 | 1 | |
| 109325 | 1 | |
| 110291 | 1 |
| Value | Count | Frequency (%) |
| 251217 | 1 | |
| 250307 | 1 | |
| 250087 | 1 | |
| 248727 | 1 | |
| 247445 | 1 | |
| 245958 | 1 | |
| 245726 | 1 | |
| 245333 | 1 | |
| 243725 | 1 | |
| 242683 | 1 |
평일 평균 속도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.65625 |
| Minimum | 30 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 44 |
| median | 47 |
| Q3 | 52 |
| 95-th percentile | 81.25 |
| Maximum | 83 |
| Range | 53 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 12.74431 |
|---|---|
| Coefficient of variation (CV) | 0.25665067 |
| Kurtosis | 1.5910139 |
| Mean | 49.65625 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.3840536 |
| Sum | 4767 |
| Variance | 162.41743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 45 | 10 | 10.4% |
| 47 | 9 | 9.4% |
| 52 | 8 | 8.3% |
| 46 | 7 | 7.3% |
| 53 | 6 | 6.2% |
| 51 | 5 | 5.2% |
| 49 | 5 | 5.2% |
| 48 | 5 | 5.2% |
| 44 | 5 | 5.2% |
| 82 | 4 | 4.2% |
| Other values (19) | 32 |
| Value | Count | Frequency (%) |
| 30 | 1 | 1.0% |
| 32 | 2 | 2.1% |
| 33 | 3 | |
| 34 | 4 | |
| 35 | 2 | 2.1% |
| 39 | 1 | 1.0% |
| 40 | 2 | 2.1% |
| 42 | 4 | |
| 43 | 3 | |
| 44 | 5 |
| Value | Count | Frequency (%) |
| 83 | 1 | 1.0% |
| 82 | 4 | |
| 81 | 1 | 1.0% |
| 80 | 1 | 1.0% |
| 79 | 1 | 1.0% |
| 78 | 1 | 1.0% |
| 76 | 1 | 1.0% |
| 75 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 55 | 1 | 1.0% |
일요일(휴일포함)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.9375 |
| Minimum | 37 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 44.5 |
| Q1 | 55 |
| median | 60 |
| Q3 | 64 |
| 95-th percentile | 87 |
| Maximum | 89 |
| Range | 52 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 11.621045 |
|---|---|
| Coefficient of variation (CV) | 0.19070433 |
| Kurtosis | 0.89456158 |
| Mean | 60.9375 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.87697612 |
| Sum | 5850 |
| Variance | 135.04868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 64 | 10 | 10.4% |
| 60 | 8 | 8.3% |
| 62 | 7 | 7.3% |
| 63 | 6 | 6.2% |
| 58 | 6 | 6.2% |
| 61 | 6 | 6.2% |
| 54 | 4 | 4.2% |
| 55 | 4 | 4.2% |
| 59 | 4 | 4.2% |
| 56 | 3 | 3.1% |
| Other values (23) | 38 |
| Value | Count | Frequency (%) |
| 37 | 1 | 1.0% |
| 40 | 1 | 1.0% |
| 42 | 1 | 1.0% |
| 43 | 2 | |
| 45 | 2 | |
| 46 | 3 | |
| 47 | 1 | 1.0% |
| 48 | 1 | 1.0% |
| 49 | 1 | 1.0% |
| 50 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 89 | 1 | 1.0% |
| 88 | 3 | |
| 87 | 3 | |
| 86 | 1 | 1.0% |
| 85 | 2 | |
| 84 | 1 | 1.0% |
| 83 | 1 | 1.0% |
| 67 | 1 | 1.0% |
| 66 | 1 | 1.0% |
| 65 | 3 |
월요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.1875 |
| Minimum | 32 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 35.75 |
| Q1 | 46.75 |
| median | 50 |
| Q3 | 54 |
| 95-th percentile | 82.25 |
| Maximum | 84 |
| Range | 52 |
| Interquartile range (IQR) | 7.25 |
Descriptive statistics
| Standard deviation | 12.406545 |
|---|---|
| Coefficient of variation (CV) | 0.23773021 |
| Kurtosis | 1.3191431 |
| Mean | 52.1875 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.2247135 |
| Sum | 5010 |
| Variance | 153.92237 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 48 | 9 | 9.4% |
| 50 | 7 | 7.3% |
| 51 | 7 | 7.3% |
| 49 | 6 | 6.2% |
| 54 | 6 | 6.2% |
| 47 | 5 | 5.2% |
| 52 | 5 | 5.2% |
| 56 | 4 | 4.2% |
| 83 | 4 | 4.2% |
| 53 | 4 | 4.2% |
| Other values (21) | 39 |
| Value | Count | Frequency (%) |
| 32 | 1 | 1.0% |
| 33 | 2 | |
| 35 | 2 | |
| 36 | 3 | |
| 37 | 2 | |
| 38 | 2 | |
| 42 | 2 | |
| 43 | 2 | |
| 44 | 3 | |
| 45 | 3 |
| Value | Count | Frequency (%) |
| 84 | 1 | 1.0% |
| 83 | 4 | |
| 82 | 1 | 1.0% |
| 81 | 1 | 1.0% |
| 80 | 1 | 1.0% |
| 79 | 1 | 1.0% |
| 77 | 2 | |
| 75 | 1 | 1.0% |
| 58 | 3 | |
| 57 | 3 |
화요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.6875 |
| Minimum | 28 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 33.75 |
| Q1 | 44 |
| median | 47 |
| Q3 | 52 |
| 95-th percentile | 81.25 |
| Maximum | 83 |
| Range | 55 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 12.774409 |
|---|---|
| Coefficient of variation (CV) | 0.25709502 |
| Kurtosis | 1.5460247 |
| Mean | 49.6875 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.3546034 |
| Sum | 4770 |
| Variance | 163.18553 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 46 | 11 | 11.5% |
| 45 | 8 | 8.3% |
| 52 | 7 | 7.3% |
| 53 | 6 | 6.2% |
| 49 | 5 | 5.2% |
| 47 | 5 | 5.2% |
| 44 | 5 | 5.2% |
| 43 | 5 | 5.2% |
| 82 | 4 | 4.2% |
| 51 | 4 | 4.2% |
| Other values (19) | 36 |
| Value | Count | Frequency (%) |
| 28 | 1 | 1.0% |
| 32 | 1 | 1.0% |
| 33 | 3 | |
| 34 | 4 | |
| 35 | 3 | |
| 38 | 2 | 2.1% |
| 39 | 1 | 1.0% |
| 42 | 3 | |
| 43 | 5 | |
| 44 | 5 |
| Value | Count | Frequency (%) |
| 83 | 1 | 1.0% |
| 82 | 4 | |
| 81 | 1 | 1.0% |
| 80 | 2 | |
| 78 | 1 | 1.0% |
| 76 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 73 | 1 | 1.0% |
| 55 | 1 | 1.0% |
| 54 | 3 |
수요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.010417 |
| Minimum | 30 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 44.75 |
| median | 47 |
| Q3 | 52.25 |
| 95-th percentile | 81.25 |
| Maximum | 83 |
| Range | 53 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 12.750641 |
|---|---|
| Coefficient of variation (CV) | 0.2549597 |
| Kurtosis | 1.5215011 |
| Mean | 50.010417 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.3732995 |
| Sum | 4801 |
| Variance | 162.57884 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 46 | 10 | 10.4% |
| 47 | 10 | 10.4% |
| 53 | 8 | 8.3% |
| 45 | 8 | 8.3% |
| 52 | 7 | 7.3% |
| 35 | 4 | 4.2% |
| 49 | 4 | 4.2% |
| 48 | 4 | 4.2% |
| 44 | 4 | 4.2% |
| 50 | 4 | 4.2% |
| Other values (23) | 33 |
| Value | Count | Frequency (%) |
| 30 | 1 | 1.0% |
| 31 | 1 | 1.0% |
| 33 | 1 | 1.0% |
| 34 | 3 | |
| 35 | 4 | |
| 36 | 1 | 1.0% |
| 37 | 2 | |
| 38 | 1 | 1.0% |
| 39 | 1 | 1.0% |
| 41 | 3 |
| Value | Count | Frequency (%) |
| 83 | 2 | |
| 82 | 3 | |
| 81 | 1 | 1.0% |
| 80 | 1 | 1.0% |
| 79 | 1 | 1.0% |
| 78 | 1 | 1.0% |
| 77 | 1 | 1.0% |
| 76 | 1 | 1.0% |
| 75 | 1 | 1.0% |
| 55 | 3 |
목요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.260417 |
| Minimum | 30 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 32.75 |
| Q1 | 43 |
| median | 47 |
| Q3 | 51.25 |
| 95-th percentile | 81 |
| Maximum | 83 |
| Range | 53 |
| Interquartile range (IQR) | 8.25 |
Descriptive statistics
| Standard deviation | 12.854854 |
|---|---|
| Coefficient of variation (CV) | 0.26095706 |
| Kurtosis | 1.5946833 |
| Mean | 49.260417 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.3980478 |
| Sum | 4729 |
| Variance | 165.24726 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 45 | 8 | 8.3% |
| 47 | 7 | 7.3% |
| 44 | 7 | 7.3% |
| 52 | 6 | 6.2% |
| 42 | 6 | 6.2% |
| 46 | 5 | 5.2% |
| 50 | 5 | 5.2% |
| 51 | 5 | 5.2% |
| 43 | 5 | 5.2% |
| 49 | 4 | 4.2% |
| Other values (21) | 38 |
| Value | Count | Frequency (%) |
| 30 | 1 | 1.0% |
| 31 | 1 | 1.0% |
| 32 | 3 | |
| 33 | 4 | |
| 35 | 2 | 2.1% |
| 36 | 1 | 1.0% |
| 39 | 1 | 1.0% |
| 40 | 1 | 1.0% |
| 41 | 2 | 2.1% |
| 42 | 6 |
| Value | Count | Frequency (%) |
| 83 | 1 | 1.0% |
| 82 | 3 | |
| 81 | 2 | |
| 80 | 1 | 1.0% |
| 79 | 1 | 1.0% |
| 78 | 1 | 1.0% |
| 76 | 1 | 1.0% |
| 75 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 54 | 3 |
금요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.927083 |
| Minimum | 28 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 40 |
| median | 44 |
| Q3 | 50 |
| 95-th percentile | 78.75 |
| Maximum | 81 |
| Range | 53 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.227758 |
|---|---|
| Coefficient of variation (CV) | 0.28187897 |
| Kurtosis | 1.5776831 |
| Mean | 46.927083 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.4249364 |
| Sum | 4505 |
| Variance | 174.97357 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 42 | 9 | 9.4% |
| 40 | 6 | 6.2% |
| 45 | 6 | 6.2% |
| 43 | 6 | 6.2% |
| 50 | 6 | 6.2% |
| 51 | 6 | 6.2% |
| 44 | 6 | 6.2% |
| 81 | 5 | 5.2% |
| 39 | 5 | 5.2% |
| 41 | 4 | 4.2% |
| Other values (17) | 37 |
| Value | Count | Frequency (%) |
| 28 | 1 | 1.0% |
| 29 | 2 | 2.1% |
| 30 | 3 | |
| 31 | 3 | |
| 32 | 2 | 2.1% |
| 34 | 1 | 1.0% |
| 37 | 1 | 1.0% |
| 38 | 3 | |
| 39 | 5 | |
| 40 | 6 |
| Value | Count | Frequency (%) |
| 81 | 5 | |
| 78 | 2 | 2.1% |
| 77 | 2 | 2.1% |
| 75 | 1 | 1.0% |
| 73 | 2 | 2.1% |
| 52 | 2 | 2.1% |
| 51 | 6 | |
| 50 | 6 | |
| 49 | 4 | |
| 48 | 3 |
토요일
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.229167 |
| Minimum | 33 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 36.75 |
| Q1 | 46 |
| median | 50.5 |
| Q3 | 53.25 |
| 95-th percentile | 82 |
| Maximum | 84 |
| Range | 51 |
| Interquartile range (IQR) | 7.25 |
Descriptive statistics
| Standard deviation | 12.373553 |
|---|---|
| Coefficient of variation (CV) | 0.23690888 |
| Kurtosis | 1.4683987 |
| Mean | 52.229167 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 1.3435174 |
| Sum | 5014 |
| Variance | 153.10482 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 53 | 13 | 13.5% |
| 49 | 9 | 9.4% |
| 52 | 6 | 6.2% |
| 54 | 6 | 6.2% |
| 50 | 5 | 5.2% |
| 46 | 5 | 5.2% |
| 51 | 5 | 5.2% |
| 48 | 4 | 4.2% |
| 44 | 4 | 4.2% |
| 38 | 4 | 4.2% |
| Other values (18) | 35 |
| Value | Count | Frequency (%) |
| 33 | 2 | |
| 35 | 2 | |
| 36 | 1 | 1.0% |
| 37 | 1 | 1.0% |
| 38 | 4 | |
| 40 | 2 | |
| 41 | 3 | |
| 42 | 2 | |
| 44 | 4 | |
| 45 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 84 | 1 | 1.0% |
| 83 | 3 | |
| 82 | 3 | |
| 80 | 2 | 2.1% |
| 79 | 2 | 2.1% |
| 77 | 1 | 1.0% |
| 57 | 3 | |
| 56 | 1 | 1.0% |
| 55 | 2 | 2.1% |
| 54 | 6 |
| 월 | 도로명 | 평일 평균 교통량 | 평일 평균 속도 | 일요일(휴일포함) | 월요일 | 화요일 | 수요일 | 목요일 | 금요일 | 토요일 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 월 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 도로명 | 0.000 | 1.000 | 0.948 | 0.850 | 0.892 | 0.819 | 0.840 | 0.839 | 0.823 | 0.847 | 0.790 |
| 평일 평균 교통량 | 0.000 | 0.948 | 1.000 | 0.892 | 0.780 | 0.874 | 0.894 | 0.878 | 0.877 | 0.894 | 0.810 |
| 평일 평균 속도 | 0.000 | 0.850 | 0.892 | 1.000 | 0.795 | 0.984 | 0.986 | 0.994 | 0.987 | 0.987 | 0.937 |
| 일요일(휴일포함) | 0.000 | 0.892 | 0.780 | 0.795 | 1.000 | 0.778 | 0.780 | 0.784 | 0.807 | 0.804 | 0.827 |
| 월요일 | 0.000 | 0.819 | 0.874 | 0.984 | 0.778 | 1.000 | 0.974 | 0.980 | 0.974 | 0.979 | 0.935 |
| 화요일 | 0.000 | 0.840 | 0.894 | 0.986 | 0.780 | 0.974 | 1.000 | 0.988 | 0.975 | 0.979 | 0.919 |
| 수요일 | 0.000 | 0.839 | 0.878 | 0.994 | 0.784 | 0.980 | 0.988 | 1.000 | 0.985 | 0.981 | 0.932 |
| 목요일 | 0.000 | 0.823 | 0.877 | 0.987 | 0.807 | 0.974 | 0.975 | 0.985 | 1.000 | 0.981 | 0.958 |
| 금요일 | 0.000 | 0.847 | 0.894 | 0.987 | 0.804 | 0.979 | 0.979 | 0.981 | 0.981 | 1.000 | 0.938 |
| 토요일 | 0.000 | 0.790 | 0.810 | 0.937 | 0.827 | 0.935 | 0.919 | 0.932 | 0.958 | 0.938 | 1.000 |
| 평일 평균 교통량 | 평일 평균 속도 | 일요일(휴일포함) | 월요일 | 화요일 | 수요일 | 목요일 | 금요일 | 토요일 | 도로명 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 평일 평균 교통량 | 1.000 | -0.123 | -0.003 | -0.110 | -0.171 | -0.173 | -0.178 | -0.083 | -0.031 | 0.832 |
| 평일 평균 속도 | -0.123 | 1.000 | 0.780 | 0.976 | 0.976 | 0.980 | 0.965 | 0.984 | 0.852 | 0.664 |
| 일요일(휴일포함) | -0.003 | 0.780 | 1.000 | 0.768 | 0.757 | 0.744 | 0.779 | 0.795 | 0.950 | 0.509 |
| 월요일 | -0.110 | 0.976 | 0.768 | 1.000 | 0.940 | 0.948 | 0.921 | 0.957 | 0.846 | 0.617 |
| 화요일 | -0.171 | 0.976 | 0.757 | 0.940 | 1.000 | 0.973 | 0.944 | 0.964 | 0.806 | 0.642 |
| 수요일 | -0.173 | 0.980 | 0.744 | 0.948 | 0.973 | 1.000 | 0.940 | 0.962 | 0.806 | 0.647 |
| 목요일 | -0.178 | 0.965 | 0.779 | 0.921 | 0.944 | 0.940 | 1.000 | 0.958 | 0.850 | 0.623 |
| 금요일 | -0.083 | 0.984 | 0.795 | 0.957 | 0.964 | 0.962 | 0.958 | 1.000 | 0.857 | 0.660 |
| 토요일 | -0.031 | 0.852 | 0.950 | 0.846 | 0.806 | 0.806 | 0.850 | 0.857 | 1.000 | 0.575 |
| 도로명 | 0.832 | 0.664 | 0.509 | 0.617 | 0.642 | 0.647 | 0.623 | 0.660 | 0.575 | 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.
| 년도 | 월 | 도로명 | 평일 평균 교통량 | 평일 평균 속도 | 일요일(휴일포함) | 월요일 | 화요일 | 수요일 | 목요일 | 금요일 | 토요일 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2023 | 2023-01 | 강변북로 | 230723 | 45 | 62 | 48 | 44 | 45 | 46 | 42 | 53 |
| 1 | 2023 | 2023-02 | 강변북로 | 234121 | 45 | 59 | 48 | 44 | 46 | 45 | 43 | 49 |
| 2 | 2023 | 2023-03 | 강변북로 | 237408 | 47 | 62 | 51 | 48 | 47 | 47 | 44 | 50 |
| 3 | 2023 | 2023-04 | 강변북로 | 233249 | 45 | 58 | 48 | 44 | 45 | 44 | 42 | 49 |
| 4 | 2023 | 2023-05 | 강변북로 | 233100 | 46 | 54 | 51 | 45 | 46 | 42 | 42 | 46 |
| 5 | 2023 | 2023-06 | 강변북로 | 232523 | 45 | 60 | 48 | 45 | 45 | 44 | 42 | 48 |
| 6 | 2023 | 2023-07 | 강변북로 | 229324 | 43 | 58 | 49 | 42 | 44 | 41 | 39 | 49 |
| 7 | 2023 | 2023-08 | 강변북로 | 220207 | 42 | 59 | 44 | 42 | 41 | 43 | 38 | 48 |
| 8 | 2023 | 2023-09 | 강변북로 | 220329 | 39 | 54 | 42 | 38 | 37 | 39 | 38 | 42 |
| 9 | 2023 | 2023-10 | 강변북로 | 222345 | 44 | 58 | 47 | 45 | 45 | 42 | 40 | 44 |
| 년도 | 월 | 도로명 | 평일 평균 교통량 | 평일 평균 속도 | 일요일(휴일포함) | 월요일 | 화요일 | 수요일 | 목요일 | 금요일 | 토요일 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 86 | 2023 | 2023-03 | 강남순환로 | 169743 | 76 | 86 | 77 | 76 | 77 | 76 | 75 | 79 |
| 87 | 2023 | 2023-04 | 강남순환로 | 165497 | 79 | 87 | 80 | 80 | 79 | 78 | 77 | 80 |
| 88 | 2023 | 2023-05 | 강남순환로 | 159200 | 82 | 85 | 84 | 82 | 82 | 81 | 81 | 82 |
| 89 | 2023 | 2023-06 | 강남순환로 | 159904 | 82 | 88 | 83 | 82 | 82 | 82 | 81 | 83 |
| 90 | 2023 | 2023-07 | 강남순환로 | 156057 | 81 | 87 | 83 | 81 | 81 | 80 | 78 | 83 |
| 91 | 2023 | 2023-08 | 강남순환로 | 156239 | 80 | 87 | 81 | 80 | 80 | 81 | 78 | 82 |
| 92 | 2023 | 2023-09 | 강남순환로 | 161225 | 78 | 85 | 79 | 78 | 78 | 79 | 77 | 79 |
| 93 | 2023 | 2023-10 | 강남순환로 | 155488 | 82 | 88 | 82 | 82 | 82 | 82 | 81 | 83 |
| 94 | 2023 | 2023-11 | 강남순환로 | 154798 | 83 | 89 | 83 | 82 | 83 | 83 | 81 | 82 |
| 95 | 2023 | 2023-12 | 강남순환로 | 153346 | 82 | 88 | 83 | 83 | 83 | 82 | 81 | 84 |