Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 96 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.9 KiB |
Average record size in memory | 63.4 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 6 |
Dataset
Description | - 가해운전자 연령층별, 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/15070199/fileData.do |
사고건수 is highly overall correlated with 사망자수 and 4 other fields | High correlation |
사망자수 is highly overall correlated with 사고건수 and 4 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 3 other fields | High correlation |
가해자연령층 is highly overall correlated with 사고건수 and 3 other fields | High correlation |
사고건수 has unique values | Unique |
사망자수 has 12 (12.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 04:03:50.795306 |
---|---|
Analysis finished | 2023-12-12 04:03:55.838083 |
Duration | 5.04 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
가해자연령층
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 900.0 B |
20세이하 | |
---|---|
21-30세 | |
31-40세 | |
41-50세 | |
51-60세 | |
Other values (3) |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 5.25 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20세이하 |
---|---|
2nd row | 20세이하 |
3rd row | 20세이하 |
4th row | 20세이하 |
5th row | 20세이하 |
Common Values
Value | Count | Frequency (%) |
20세이하 | 12 | |
21-30세 | 12 | |
31-40세 | 12 | |
41-50세 | 12 | |
51-60세 | 12 | |
61-64세 | 12 | |
65세이상 | 12 | |
불명 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20세이하 | 12 | |
21-30세 | 12 | |
31-40세 | 12 | |
41-50세 | 12 | |
51-60세 | 12 | |
61-64세 | 12 | |
65세이상 | 12 | |
불명 | 12 |
발생월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 12.5% |
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 | 996.0 B |
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 | 3.4701737 |
---|---|
Coefficient of variation (CV) | 0.53387287 |
Kurtosis | -1.2174168 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 624 |
Variance | 12.042105 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 8 | |
2 | 8 | |
3 | 8 | |
4 | 8 | |
5 | 8 | |
6 | 8 | |
7 | 8 | |
8 | 8 | |
9 | 8 | |
10 | 8 | |
Other values (2) | 16 |
Value | Count | Frequency (%) |
1 | 8 | |
2 | 8 | |
3 | 8 | |
4 | 8 | |
5 | 8 | |
6 | 8 | |
7 | 8 | |
8 | 8 | |
9 | 8 | |
10 | 8 |
Value | Count | Frequency (%) |
12 | 8 | |
11 | 8 | |
10 | 8 | |
9 | 8 | |
8 | 8 | |
7 | 8 | |
6 | 8 | |
5 | 8 | |
4 | 8 | |
3 | 8 |
사고건수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 96 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2050.375 |
Minimum | 172 |
---|---|
Maximum | 4156 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 996.0 B |
Quantile statistics
Minimum | 172 |
---|---|
5-th percentile | 222 |
Q1 | 1012.25 |
median | 2301 |
Q3 | 2892.5 |
95-th percentile | 3797 |
Maximum | 4156 |
Range | 3984 |
Interquartile range (IQR) | 1880.25 |
Descriptive statistics
Standard deviation | 1155.3294 |
---|---|
Coefficient of variation (CV) | 0.56347227 |
Kurtosis | -0.98972263 |
Mean | 2050.375 |
Median Absolute Deviation (MAD) | 665.5 |
Skewness | -0.23452223 |
Sum | 196836 |
Variance | 1334786.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
435 | 1 | 1.0% |
2849 | 1 | 1.0% |
1687 | 1 | 1.0% |
1703 | 1 | 1.0% |
1855 | 1 | 1.0% |
1751 | 1 | 1.0% |
1681 | 1 | 1.0% |
1705 | 1 | 1.0% |
1691 | 1 | 1.0% |
1735 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
172 | 1 | |
183 | 1 | |
211 | 1 | |
215 | 1 | |
216 | 1 | |
224 | 1 | |
231 | 1 | |
233 | 1 | |
243 | 1 | |
247 | 1 |
Value | Count | Frequency (%) |
4156 | 1 | |
4001 | 1 | |
3989 | 1 | |
3911 | 1 | |
3872 | 1 | |
3772 | 1 | |
3747 | 1 | |
3733 | 1 | |
3683 | 1 | |
3677 | 1 |
사망자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 46 |
---|---|
Distinct (%) | 47.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.489583 |
Minimum | 0 |
---|---|
Maximum | 78 |
Zeros | 12 |
Zeros (%) | 12.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 996.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 14 |
median | 28.5 |
Q3 | 38 |
95-th percentile | 68.5 |
Maximum | 78 |
Range | 78 |
Interquartile range (IQR) | 24 |
Descriptive statistics
Standard deviation | 20.029449 |
---|---|
Coefficient of variation (CV) | 0.70304465 |
Kurtosis | -0.30241101 |
Mean | 28.489583 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 0.42732356 |
Sum | 2735 |
Variance | 401.17884 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | 12.5% |
29 | 6 | 6.2% |
37 | 5 | 5.2% |
6 | 4 | 4.2% |
30 | 4 | 4.2% |
23 | 3 | 3.1% |
8 | 3 | 3.1% |
22 | 3 | 3.1% |
26 | 3 | 3.1% |
28 | 3 | 3.1% |
Other values (36) | 50 |
Value | Count | Frequency (%) |
0 | 12 | |
2 | 1 | 1.0% |
3 | 1 | 1.0% |
5 | 1 | 1.0% |
6 | 4 | 4.2% |
7 | 2 | 2.1% |
8 | 3 | 3.1% |
16 | 2 | 2.1% |
17 | 1 | 1.0% |
19 | 2 | 2.1% |
Value | Count | Frequency (%) |
78 | 1 | |
73 | 1 | |
72 | 1 | |
71 | 1 | |
70 | 1 | |
68 | 1 | |
64 | 1 | |
61 | 1 | |
59 | 2 | |
56 | 1 |
중상자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 92 |
---|---|
Distinct (%) | 95.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 538.69792 |
Minimum | 15 |
---|---|
Maximum | 1152 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 996.0 B |
Quantile statistics
Minimum | 15 |
---|---|
5-th percentile | 24.5 |
Q1 | 305 |
median | 585.5 |
Q3 | 751.5 |
95-th percentile | 1019 |
Maximum | 1152 |
Range | 1137 |
Interquartile range (IQR) | 446.5 |
Descriptive statistics
Standard deviation | 314.61693 |
---|---|
Coefficient of variation (CV) | 0.5840322 |
Kurtosis | -0.87556238 |
Mean | 538.69792 |
Median Absolute Deviation (MAD) | 188.5 |
Skewness | -0.20093338 |
Sum | 51715 |
Variance | 98983.813 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25 | 2 | 2.1% |
29 | 2 | 2.1% |
167 | 2 | 2.1% |
429 | 2 | 2.1% |
123 | 1 | 1.0% |
918 | 1 | 1.0% |
483 | 1 | 1.0% |
440 | 1 | 1.0% |
420 | 1 | 1.0% |
472 | 1 | 1.0% |
Other values (82) | 82 |
Value | Count | Frequency (%) |
15 | 1 | |
16 | 1 | |
18 | 1 | |
20 | 1 | |
23 | 1 | |
25 | 2 | |
28 | 1 | |
29 | 2 | |
33 | 1 | |
44 | 1 |
Value | Count | Frequency (%) |
1152 | 1 | |
1125 | 1 | |
1074 | 1 | |
1044 | 1 | |
1043 | 1 | |
1011 | 1 | |
1004 | 1 | |
972 | 1 | |
971 | 1 | |
968 | 1 |
경상자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2212.8125 |
Minimum | 121 |
---|---|
Maximum | 4552 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 996.0 B |
Quantile statistics
Minimum | 121 |
---|---|
5-th percentile | 171.5 |
Q1 | 1030 |
median | 2540 |
Q3 | 3137 |
95-th percentile | 4132 |
Maximum | 4552 |
Range | 4431 |
Interquartile range (IQR) | 2107 |
Descriptive statistics
Standard deviation | 1282.1045 |
---|---|
Coefficient of variation (CV) | 0.57940044 |
Kurtosis | -0.99703 |
Mean | 2212.8125 |
Median Absolute Deviation (MAD) | 723 |
Skewness | -0.29491987 |
Sum | 212430 |
Variance | 1643792 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1945 | 2 | 2.1% |
458 | 1 | 1.0% |
349 | 1 | 1.0% |
1823 | 1 | 1.0% |
2048 | 1 | 1.0% |
1863 | 1 | 1.0% |
1928 | 1 | 1.0% |
1915 | 1 | 1.0% |
1806 | 1 | 1.0% |
1745 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
121 | 1 | |
144 | 1 | |
150 | 1 | |
167 | 1 | |
170 | 1 | |
172 | 1 | |
184 | 1 | |
187 | 1 | |
188 | 1 | |
196 | 1 |
Value | Count | Frequency (%) |
4552 | 1 | |
4443 | 1 | |
4231 | 1 | |
4167 | 1 | |
4159 | 1 | |
4123 | 1 | |
4108 | 1 | |
4094 | 1 | |
3974 | 1 | |
3937 | 1 |
부상신고자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 87 |
---|---|
Distinct (%) | 90.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 183.9375 |
Minimum | 44 |
---|---|
Maximum | 389 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 996.0 B |
Quantile statistics
Minimum | 44 |
---|---|
5-th percentile | 53.5 |
Q1 | 108.75 |
median | 200 |
Q3 | 247.25 |
95-th percentile | 320.25 |
Maximum | 389 |
Range | 345 |
Interquartile range (IQR) | 138.5 |
Descriptive statistics
Standard deviation | 87.953314 |
---|---|
Coefficient of variation (CV) | 0.47816957 |
Kurtosis | -0.93449725 |
Mean | 183.9375 |
Median Absolute Deviation (MAD) | 68 |
Skewness | 0.01940077 |
Sum | 17658 |
Variance | 7735.7855 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
52 | 2 | 2.1% |
224 | 2 | 2.1% |
214 | 2 | 2.1% |
97 | 2 | 2.1% |
117 | 2 | 2.1% |
260 | 2 | 2.1% |
56 | 2 | 2.1% |
200 | 2 | 2.1% |
220 | 2 | 2.1% |
149 | 1 | 1.0% |
Other values (77) | 77 |
Value | Count | Frequency (%) |
44 | 1 | |
46 | 1 | |
50 | 1 | |
52 | 2 | |
54 | 1 | |
56 | 2 | |
58 | 1 | |
60 | 1 | |
62 | 1 | |
63 | 1 |
Value | Count | Frequency (%) |
389 | 1 | |
379 | 1 | |
347 | 1 | |
323 | 1 | |
321 | 1 | |
320 | 1 | |
303 | 1 | |
294 | 1 | |
291 | 1 | |
287 | 1 |
가해자연령층 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
가해자연령층 | 1.000 | 0.000 | 0.869 | 0.812 | 0.887 | 0.842 | 0.742 |
발생월 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.204 |
사고건수 | 0.869 | 0.000 | 1.000 | 0.892 | 0.972 | 0.989 | 0.922 |
사망자수 | 0.812 | 0.000 | 0.892 | 1.000 | 0.912 | 0.884 | 0.807 |
중상자수 | 0.887 | 0.000 | 0.972 | 0.912 | 1.000 | 0.960 | 0.902 |
경상자수 | 0.842 | 0.000 | 0.989 | 0.884 | 0.960 | 1.000 | 0.920 |
부상신고자수 | 0.742 | 0.204 | 0.922 | 0.807 | 0.902 | 0.920 | 1.000 |
발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | 가해자연령층 | |
---|---|---|---|---|---|---|---|
발생월 | 1.000 | 0.143 | 0.159 | 0.093 | 0.170 | 0.248 | 0.000 |
사고건수 | 0.143 | 1.000 | 0.905 | 0.986 | 0.994 | 0.954 | 0.656 |
사망자수 | 0.159 | 0.905 | 1.000 | 0.913 | 0.898 | 0.879 | 0.560 |
중상자수 | 0.093 | 0.986 | 0.913 | 1.000 | 0.975 | 0.939 | 0.690 |
경상자수 | 0.170 | 0.994 | 0.898 | 0.975 | 1.000 | 0.955 | 0.607 |
부상신고자수 | 0.248 | 0.954 | 0.879 | 0.939 | 0.955 | 1.000 | 0.469 |
가해자연령층 | 0.000 | 0.656 | 0.560 | 0.690 | 0.607 | 0.469 | 1.000 |
가해자연령층 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
0 | 20세이하 | 1 | 435 | 6 | 123 | 458 | 52 |
1 | 20세이하 | 2 | 357 | 2 | 102 | 349 | 54 |
2 | 20세이하 | 3 | 473 | 3 | 141 | 464 | 73 |
3 | 20세이하 | 4 | 580 | 7 | 154 | 559 | 97 |
4 | 20세이하 | 5 | 713 | 6 | 191 | 631 | 133 |
5 | 20세이하 | 6 | 668 | 5 | 170 | 590 | 117 |
6 | 20세이하 | 7 | 639 | 6 | 194 | 541 | 112 |
7 | 20세이하 | 8 | 557 | 7 | 150 | 499 | 86 |
8 | 20세이하 | 9 | 609 | 8 | 167 | 527 | 114 |
9 | 20세이하 | 10 | 618 | 8 | 167 | 549 | 89 |
가해자연령층 | 발생월 | 사고건수 | 사망자수 | 중상자수 | 경상자수 | 부상신고자수 | |
---|---|---|---|---|---|---|---|
86 | 불명 | 3 | 183 | 0 | 16 | 144 | 44 |
87 | 불명 | 4 | 211 | 0 | 15 | 170 | 46 |
88 | 불명 | 5 | 259 | 0 | 29 | 199 | 62 |
89 | 불명 | 6 | 216 | 0 | 25 | 167 | 50 |
90 | 불명 | 7 | 215 | 0 | 20 | 150 | 63 |
91 | 불명 | 8 | 233 | 0 | 33 | 187 | 58 |
92 | 불명 | 9 | 280 | 0 | 44 | 196 | 65 |
93 | 불명 | 10 | 224 | 0 | 29 | 172 | 60 |
94 | 불명 | 11 | 243 | 0 | 28 | 205 | 69 |
95 | 불명 | 12 | 247 | 0 | 25 | 184 | 66 |