Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 144 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.8 KiB |
Average record size in memory | 62.9 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 6 |
Dataset
Description | - 가해운전자 차종별(승용차, 승합차 등), 월별 교통사고 통계 - 경찰에서 조사, 처리한 교통사고에 대한 통계 정보로 인적 피해가 있는 사고만 집계 됨 - 교통사고분석시스템(http://taas.koroad.or.kr)의 데이터를 바탕으로 함 |
---|---|
URL | https://www.data.go.kr/data/15070209/fileData.do |
사고건수 is highly overall correlated with 사망자수 and 4 other fields | High correlation |
사망자수 is highly overall correlated with 사고건수 and 3 other fields | High correlation |
중상자수 is highly overall correlated with 사고건수 and 4 other fields | High correlation |
경상자수 is highly overall correlated with 사고건수 and 4 other fields | High correlation |
부상신고자수 is highly overall correlated with 사고건수 and 4 other fields | High correlation |
가해자차종 is highly overall correlated with 사고건수 and 3 other fields | High correlation |
사망자수 has 13 (9.0%) zeros | Zeros |
부상신고자수 has 4 (2.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 23:34:38.661178 |
---|---|
Analysis finished | 2023-12-11 23:34:41.837115 |
Duration | 3.18 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
가해자차종
Categorical
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
승용차 | |
---|---|
승합차 | |
화물차 | |
특수차 | |
이륜차 | |
Other values (7) |
Length
Max length | 11 |
---|---|
Median length | 3 |
Mean length | 5 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 승용차 |
---|---|
2nd row | 승합차 |
3rd row | 화물차 |
4th row | 특수차 |
5th row | 이륜차 |
Common Values
Value | Count | Frequency (%) |
승용차 | 12 | |
승합차 | 12 | |
화물차 | 12 | |
특수차 | 12 | |
이륜차 | 12 | |
사륜오토바이(ATV) | 12 | |
원동기장치자전거 | 12 | |
자전거 | 12 | |
개인형이동장치(PM) | 12 | |
건설기계 | 12 | |
Other values (2) | 24 |
Length
Value | Count | Frequency (%) |
승용차 | 12 | |
승합차 | 12 | |
화물차 | 12 | |
특수차 | 12 | |
이륜차 | 12 | |
사륜오토바이(atv | 12 | |
원동기장치자전거 | 12 | |
자전거 | 12 | |
개인형이동장치(pm | 12 | |
건설기계 | 12 | |
Other values (2) | 24 |
발생월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3.75 |
median | 6.5 |
Q3 | 9.25 |
95-th percentile | 12 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.4641016 |
---|---|
Coefficient of variation (CV) | 0.53293871 |
Kurtosis | -1.217261 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 936 |
Variance | 12 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1 | 12 | |
2 | 12 | |
3 | 12 | |
4 | 12 | |
5 | 12 | |
6 | 12 | |
7 | 12 | |
8 | 12 | |
9 | 12 | |
10 | 12 | |
Other values (2) | 24 |
Value | Count | Frequency (%) |
1 | 12 | |
2 | 12 | |
3 | 12 | |
4 | 12 | |
5 | 12 | |
6 | 12 | |
7 | 12 | |
8 | 12 | |
9 | 12 | |
10 | 12 |
Value | Count | Frequency (%) |
12 | 12 | |
11 | 12 | |
10 | 12 | |
9 | 12 | |
8 | 12 | |
7 | 12 | |
6 | 12 | |
5 | 12 | |
4 | 12 | |
3 | 12 |
사고건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 127 |
---|---|
Distinct (%) | 88.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1366.9167 |
Minimum | 8 |
---|---|
Maximum | 12104 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 20.15 |
Q1 | 105.25 |
median | 216.5 |
Q3 | 1070 |
95-th percentile | 10733.25 |
Maximum | 12104 |
Range | 12096 |
Interquartile range (IQR) | 964.75 |
Descriptive statistics
Standard deviation | 2935.1338 |
---|---|
Coefficient of variation (CV) | 2.1472661 |
Kurtosis | 6.9924251 |
Mean | 1366.9167 |
Median Absolute Deviation (MAD) | 188 |
Skewness | 2.8899961 |
Sum | 196836 |
Variance | 8615010.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 3 | 2.1% |
35 | 2 | 1.4% |
1070 | 2 | 1.4% |
193 | 2 | 1.4% |
26 | 2 | 1.4% |
168 | 2 | 1.4% |
229 | 2 | 1.4% |
34 | 2 | 1.4% |
201 | 2 | 1.4% |
52 | 2 | 1.4% |
Other values (117) | 123 |
Value | Count | Frequency (%) |
8 | 1 | |
11 | 1 | |
12 | 1 | |
13 | 1 | |
15 | 2 | |
18 | 1 | |
20 | 1 | |
21 | 1 | |
22 | 1 | |
23 | 1 |
Value | Count | Frequency (%) |
12104 | 1 | |
11803 | 1 | |
11595 | 1 | |
11575 | 1 | |
11224 | 1 | |
11162 | 1 | |
10763 | 1 | |
10734 | 1 | |
10729 | 1 | |
10713 | 1 |
사망자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 50 |
---|---|
Distinct (%) | 34.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.993056 |
Minimum | 0 |
---|---|
Maximum | 132 |
Zeros | 13 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 5 |
Q3 | 20 |
95-th percentile | 93.5 |
Maximum | 132 |
Range | 132 |
Interquartile range (IQR) | 18 |
Descriptive statistics
Standard deviation | 29.461483 |
---|---|
Coefficient of variation (CV) | 1.5511713 |
Kurtosis | 3.6739005 |
Mean | 18.993056 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 2.0836171 |
Sum | 2735 |
Variance | 867.97897 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 16 | 11.1% |
4 | 15 | 10.4% |
5 | 15 | 10.4% |
0 | 13 | 9.0% |
1 | 10 | 6.9% |
6 | 9 | 6.2% |
3 | 8 | 5.6% |
10 | 6 | 4.2% |
7 | 4 | 2.8% |
26 | 2 | 1.4% |
Other values (40) | 46 |
Value | Count | Frequency (%) |
0 | 13 | |
1 | 10 | |
2 | 16 | |
3 | 8 | |
4 | 15 | |
5 | 15 | |
6 | 9 | |
7 | 4 | 2.8% |
8 | 1 | 0.7% |
9 | 1 | 0.7% |
Value | Count | Frequency (%) |
132 | 1 | |
117 | 1 | |
114 | 2 | |
113 | 1 | |
101 | 1 | |
98 | 1 | |
95 | 1 | |
85 | 1 | |
80 | 1 | |
77 | 1 |
중상자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 105 |
---|---|
Distinct (%) | 72.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 359.13194 |
Minimum | 0 |
---|---|
Maximum | 2951 |
Zeros | 1 |
Zeros (%) | 0.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 7 |
Q1 | 24.5 |
median | 61 |
Q3 | 321.75 |
95-th percentile | 2681.6 |
Maximum | 2951 |
Range | 2951 |
Interquartile range (IQR) | 297.25 |
Descriptive statistics
Standard deviation | 721.12538 |
---|---|
Coefficient of variation (CV) | 2.0079678 |
Kurtosis | 6.4737893 |
Mean | 359.13194 |
Median Absolute Deviation (MAD) | 49.5 |
Skewness | 2.7698624 |
Sum | 51715 |
Variance | 520021.81 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12 | 4 | 2.8% |
64 | 4 | 2.8% |
29 | 4 | 2.8% |
25 | 4 | 2.8% |
19 | 4 | 2.8% |
14 | 3 | 2.1% |
7 | 3 | 2.1% |
5 | 3 | 2.1% |
9 | 3 | 2.1% |
41 | 2 | 1.4% |
Other values (95) | 110 |
Value | Count | Frequency (%) |
0 | 1 | 0.7% |
4 | 2 | |
5 | 3 | |
7 | 3 | |
8 | 1 | 0.7% |
9 | 3 | |
10 | 2 | |
11 | 1 | 0.7% |
12 | 4 | |
14 | 3 |
Value | Count | Frequency (%) |
2951 | 1 | |
2931 | 1 | |
2760 | 1 | |
2754 | 1 | |
2750 | 1 | |
2718 | 1 | |
2707 | 1 | |
2690 | 1 | |
2634 | 1 | |
2623 | 1 |
경상자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 121 |
---|---|
Distinct (%) | 84.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1475.2083 |
Minimum | 6 |
---|---|
Maximum | 14176 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 6 |
---|---|
5-th percentile | 11.15 |
Q1 | 110.5 |
median | 175.5 |
Q3 | 1060.5 |
95-th percentile | 12425.9 |
Maximum | 14176 |
Range | 14170 |
Interquartile range (IQR) | 950 |
Descriptive statistics
Standard deviation | 3406.2521 |
---|---|
Coefficient of variation (CV) | 2.3089973 |
Kurtosis | 7.2286607 |
Mean | 1475.2083 |
Median Absolute Deviation (MAD) | 152.5 |
Skewness | 2.9406048 |
Sum | 212430 |
Variance | 11602553 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12 | 3 | 2.1% |
157 | 3 | 2.1% |
11 | 3 | 2.1% |
140 | 3 | 2.1% |
142 | 2 | 1.4% |
116 | 2 | 1.4% |
6 | 2 | 1.4% |
131 | 2 | 1.4% |
7 | 2 | 1.4% |
122 | 2 | 1.4% |
Other values (111) | 120 |
Value | Count | Frequency (%) |
6 | 2 | |
7 | 2 | |
10 | 1 | 0.7% |
11 | 3 | |
12 | 3 | |
13 | 1 | 0.7% |
14 | 2 | |
15 | 2 | |
17 | 2 | |
19 | 1 | 0.7% |
Value | Count | Frequency (%) |
14176 | 1 | |
13830 | 1 | |
13346 | 1 | |
13138 | 1 | |
13068 | 1 | |
12954 | 1 | |
12659 | 1 | |
12440 | 1 | |
12346 | 1 | |
12176 | 1 |
부상신고자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 92 |
---|---|
Distinct (%) | 63.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 122.625 |
Minimum | 0 |
---|---|
Maximum | 950 |
Zeros | 4 |
Zeros (%) | 2.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 7 |
median | 46.5 |
Q3 | 114.25 |
95-th percentile | 804.6 |
Maximum | 950 |
Range | 950 |
Interquartile range (IQR) | 107.25 |
Descriptive statistics
Standard deviation | 220.31389 |
---|---|
Coefficient of variation (CV) | 1.7966474 |
Kurtosis | 6.6563708 |
Mean | 122.625 |
Median Absolute Deviation (MAD) | 42.5 |
Skewness | 2.7571743 |
Sum | 17658 |
Variance | 48538.208 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 7 | 4.9% |
4 | 6 | 4.2% |
5 | 5 | 3.5% |
7 | 5 | 3.5% |
6 | 5 | 3.5% |
22 | 4 | 2.8% |
10 | 4 | 2.8% |
0 | 4 | 2.8% |
2 | 4 | 2.8% |
3 | 4 | 2.8% |
Other values (82) | 96 |
Value | Count | Frequency (%) |
0 | 4 | |
1 | 7 | |
2 | 4 | |
3 | 4 | |
4 | 6 | |
5 | 5 | |
6 | 5 | |
7 | 5 | |
8 | 1 | 0.7% |
10 | 4 |
Value | Count | Frequency (%) |
950 | 1 | |
911 | 1 | |
910 | 1 | |
888 | 1 | |
881 | 1 | |
849 | 2 | |
807 | 1 | |
791 | 1 | |
735 | 1 | |
610 | 1 |
가해자차종 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
가해자차종 | 1.000 | 0.000 | 0.897 | 0.778 | 0.821 | 0.907 | 0.810 |
발생월 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
사고건수 | 0.897 | 0.000 | 1.000 | 0.942 | 0.935 | 0.999 | 0.900 |
사망자수 | 0.778 | 0.000 | 0.942 | 1.000 | 0.898 | 0.934 | 0.870 |
중상자수 | 0.821 | 0.000 | 0.935 | 0.898 | 1.000 | 0.930 | 0.954 |
경상자수 | 0.907 | 0.000 | 0.999 | 0.934 | 0.930 | 1.000 | 0.881 |
부상신고자수 | 0.810 | 0.000 | 0.900 | 0.870 | 0.954 | 0.881 | 1.000 |
발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | 가해자차종 | |
---|---|---|---|---|---|---|---|
발생월 | 1.000 | 0.080 | 0.073 | 0.063 | 0.089 | 0.074 | 0.000 |
사고건수 | 0.080 | 1.000 | 0.756 | 0.965 | 0.976 | 0.959 | 0.562 |
사망자수 | 0.073 | 0.756 | 1.000 | 0.824 | 0.779 | 0.686 | 0.467 |
중상자수 | 0.063 | 0.965 | 0.824 | 1.000 | 0.953 | 0.908 | 0.579 |
경상자수 | 0.089 | 0.976 | 0.779 | 0.953 | 1.000 | 0.910 | 0.579 |
부상신고자수 | 0.074 | 0.959 | 0.686 | 0.908 | 0.910 | 1.000 | 0.561 |
가해자차종 | 0.000 | 0.562 | 0.467 | 0.579 | 0.579 | 0.561 | 1.000 |
가해자차종 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
0 | 승용차 | 1 | 10734 | 98 | 2754 | 12346 | 735 |
1 | 승합차 | 1 | 781 | 5 | 245 | 782 | 62 |
2 | 화물차 | 1 | 2020 | 43 | 621 | 2176 | 118 |
3 | 특수차 | 1 | 89 | 3 | 29 | 111 | 3 |
4 | 이륜차 | 1 | 1360 | 25 | 393 | 1120 | 213 |
5 | 사륜오토바이(ATV) | 1 | 15 | 1 | 4 | 13 | 2 |
6 | 원동기장치자전거 | 1 | 155 | 6 | 35 | 119 | 31 |
7 | 자전거 | 1 | 253 | 5 | 71 | 154 | 55 |
8 | 개인형이동장치(PM) | 1 | 74 | 0 | 10 | 59 | 14 |
9 | 건설기계 | 1 | 182 | 5 | 48 | 199 | 10 |
가해자차종 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
134 | 화물차 | 12 | 2125 | 51 | 590 | 2331 | 161 |
135 | 특수차 | 12 | 93 | 2 | 25 | 102 | 4 |
136 | 이륜차 | 12 | 1087 | 26 | 310 | 895 | 182 |
137 | 사륜오토바이(ATV) | 12 | 11 | 1 | 5 | 6 | 1 |
138 | 원동기장치자전거 | 12 | 160 | 6 | 53 | 121 | 25 |
139 | 자전거 | 12 | 229 | 5 | 64 | 131 | 46 |
140 | 개인형이동장치(PM) | 12 | 97 | 1 | 22 | 63 | 21 |
141 | 건설기계 | 12 | 181 | 7 | 45 | 212 | 6 |
142 | 농기계 | 12 | 8 | 3 | 0 | 7 | 0 |
143 | 기타/불명 | 12 | 225 | 0 | 25 | 167 | 62 |