Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 72 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.1 KiB |
Average record size in memory | 72.8 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 7 |
Dataset
Description | 교통 안전 데이터로서 어린이 등하교 및 초등학교 주변 사각지대, 위험요소 데이터 제공합니다. (출처: 공공데이터포털, https://www.data.go.kr/data/15076627/fileData.do) |
---|---|
Author | 백수빈 |
URL | https://www.jejudatahub.net/data/view/data/875 |
음주운전 is highly overall correlated with 무면허 and 1 other fields | High correlation |
무면허 is highly overall correlated with 음주운전 and 1 other fields | High correlation |
신호위반 is highly overall correlated with 중앙선침범 and 1 other fields | High correlation |
안전띠 is highly overall correlated with 음주운전 and 1 other fields | High correlation |
중앙선침범 is highly overall correlated with 신호위반 and 1 other fields | High correlation |
기타 is highly overall correlated with 신호위반 and 1 other fields | High correlation |
연도별 has unique values | Unique |
신호위반 has unique values | Unique |
과속 has unique values | Unique |
안전띠 has 1 (1.4%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 20:04:57.369001 |
---|---|
Analysis finished | 2023-12-11 20:05:03.651799 |
Duration | 6.28 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도별
Date
UNIQUE
 
Distinct | 72 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 708.0 B |
Minimum | 2015-01-01 00:00:00 |
---|---|
Maximum | 2020-12-01 00:00:00 |
음주운전
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 65 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 333.375 |
Minimum | 129 |
---|---|
Maximum | 699 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 129 |
---|---|
5-th percentile | 149.1 |
Q1 | 220.25 |
median | 323.5 |
Q3 | 440.25 |
95-th percentile | 592.05 |
Maximum | 699 |
Range | 570 |
Interquartile range (IQR) | 220 |
Descriptive statistics
Standard deviation | 142.41285 |
---|---|
Coefficient of variation (CV) | 0.42718516 |
Kurtosis | -0.33674205 |
Mean | 333.375 |
Median Absolute Deviation (MAD) | 110 |
Skewness | 0.62862185 |
Sum | 24003 |
Variance | 20281.421 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
171 | 2 | 2.8% |
347 | 2 | 2.8% |
187 | 2 | 2.8% |
457 | 2 | 2.8% |
257 | 2 | 2.8% |
240 | 2 | 2.8% |
444 | 2 | 2.8% |
179 | 1 | 1.4% |
150 | 1 | 1.4% |
142 | 1 | 1.4% |
Other values (55) | 55 |
Value | Count | Frequency (%) |
129 | 1 | |
142 | 1 | |
147 | 1 | |
148 | 1 | |
150 | 1 | |
164 | 1 | |
165 | 1 | |
171 | 2 | |
178 | 1 | |
179 | 1 |
Value | Count | Frequency (%) |
699 | 1 | |
662 | 1 | |
658 | 1 | |
619 | 1 | |
570 | 1 | |
555 | 1 | |
546 | 1 | |
537 | 1 | |
535 | 1 | |
483 | 1 |
무면허
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 53 |
---|---|
Distinct (%) | 73.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 108.29167 |
Minimum | 41 |
---|---|
Maximum | 265 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 41 |
---|---|
5-th percentile | 49.65 |
Q1 | 66.5 |
median | 94 |
Q3 | 144.25 |
95-th percentile | 197 |
Maximum | 265 |
Range | 224 |
Interquartile range (IQR) | 77.75 |
Descriptive statistics
Standard deviation | 51.361584 |
---|---|
Coefficient of variation (CV) | 0.47428935 |
Kurtosis | 0.25782912 |
Mean | 108.29167 |
Median Absolute Deviation (MAD) | 34.5 |
Skewness | 0.89606743 |
Sum | 7797 |
Variance | 2638.0123 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
72 | 3 | 4.2% |
76 | 3 | 4.2% |
46 | 2 | 2.8% |
60 | 2 | 2.8% |
63 | 2 | 2.8% |
83 | 2 | 2.8% |
197 | 2 | 2.8% |
80 | 2 | 2.8% |
97 | 2 | 2.8% |
57 | 2 | 2.8% |
Other values (43) | 50 |
Value | Count | Frequency (%) |
41 | 1 | |
46 | 2 | |
48 | 1 | |
51 | 1 | |
52 | 1 | |
54 | 1 | |
55 | 1 | |
57 | 2 | |
58 | 1 | |
59 | 1 |
Value | Count | Frequency (%) |
265 | 1 | |
242 | 1 | |
216 | 1 | |
197 | 2 | |
186 | 2 | |
179 | 1 | |
177 | 1 | |
175 | 1 | |
171 | 1 | |
158 | 1 |
신호위반
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 72 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2167.6389 |
Minimum | 913 |
---|---|
Maximum | 4543 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 913 |
---|---|
5-th percentile | 1013.2 |
Q1 | 1583.5 |
median | 2088.5 |
Q3 | 2670.25 |
95-th percentile | 3734.65 |
Maximum | 4543 |
Range | 3630 |
Interquartile range (IQR) | 1086.75 |
Descriptive statistics
Standard deviation | 821.95043 |
---|---|
Coefficient of variation (CV) | 0.37919159 |
Kurtosis | 0.5741287 |
Mean | 2167.6389 |
Median Absolute Deviation (MAD) | 541 |
Skewness | 0.82792637 |
Sum | 156070 |
Variance | 675602.52 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2702 | 1 | 1.4% |
1520 | 1 | 1.4% |
2007 | 1 | 1.4% |
1587 | 1 | 1.4% |
1691 | 1 | 1.4% |
1209 | 1 | 1.4% |
936 | 1 | 1.4% |
913 | 1 | 1.4% |
1286 | 1 | 1.4% |
1423 | 1 | 1.4% |
Other values (62) | 62 |
Value | Count | Frequency (%) |
913 | 1 | |
936 | 1 | |
961 | 1 | |
1000 | 1 | |
1024 | 1 | |
1093 | 1 | |
1209 | 1 | |
1269 | 1 | |
1286 | 1 | |
1302 | 1 |
Value | Count | Frequency (%) |
4543 | 1 | |
4492 | 1 | |
4009 | 1 | |
3744 | 1 | |
3727 | 1 | |
3464 | 1 | |
3297 | 1 | |
3186 | 1 | |
3144 | 1 | |
3122 | 1 |
과속
Real number (ℝ)
UNIQUE
 
Distinct | 72 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9249.6528 |
Minimum | 3124 |
---|---|
Maximum | 25244 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 3124 |
---|---|
5-th percentile | 4607.7 |
Q1 | 6035.75 |
median | 7527.5 |
Q3 | 10362 |
95-th percentile | 21095.4 |
Maximum | 25244 |
Range | 22120 |
Interquartile range (IQR) | 4326.25 |
Descriptive statistics
Standard deviation | 5215.1222 |
---|---|
Coefficient of variation (CV) | 0.56381816 |
Kurtosis | 1.9190555 |
Mean | 9249.6528 |
Median Absolute Deviation (MAD) | 1720 |
Skewness | 1.6444763 |
Sum | 665975 |
Variance | 27197500 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8372 | 1 | 1.4% |
4850 | 1 | 1.4% |
8794 | 1 | 1.4% |
8238 | 1 | 1.4% |
7005 | 1 | 1.4% |
6615 | 1 | 1.4% |
6096 | 1 | 1.4% |
5542 | 1 | 1.4% |
6059 | 1 | 1.4% |
8100 | 1 | 1.4% |
Other values (62) | 62 |
Value | Count | Frequency (%) |
3124 | 1 | |
3516 | 1 | |
3613 | 1 | |
4446 | 1 | |
4740 | 1 | |
4850 | 1 | |
4853 | 1 | |
4893 | 1 | |
5027 | 1 | |
5186 | 1 |
Value | Count | Frequency (%) |
25244 | 1 | |
24341 | 1 | |
23192 | 1 | |
21542 | 1 | |
20730 | 1 | |
19802 | 1 | |
19370 | 1 | |
19246 | 1 | |
16345 | 1 | |
16268 | 1 |
안전띠
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 64 |
---|---|
Distinct (%) | 88.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 410.73611 |
Minimum | 0 |
---|---|
Maximum | 3428 |
Zeros | 1 |
Zeros (%) | 1.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 21.75 |
median | 158.5 |
Q3 | 361.5 |
95-th percentile | 2104.65 |
Maximum | 3428 |
Range | 3428 |
Interquartile range (IQR) | 339.75 |
Descriptive statistics
Standard deviation | 670.79366 |
---|---|
Coefficient of variation (CV) | 1.63315 |
Kurtosis | 6.5837655 |
Mean | 410.73611 |
Median Absolute Deviation (MAD) | 150.5 |
Skewness | 2.514557 |
Sum | 29573 |
Variance | 449964.14 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 3 | 4.2% |
2 | 3 | 4.2% |
11 | 2 | 2.8% |
175 | 2 | 2.8% |
1 | 2 | 2.8% |
30 | 2 | 2.8% |
303 | 1 | 1.4% |
199 | 1 | 1.4% |
162 | 1 | 1.4% |
232 | 1 | 1.4% |
Other values (54) | 54 |
Value | Count | Frequency (%) |
0 | 1 | 1.4% |
1 | 2 | |
2 | 3 | |
3 | 1 | 1.4% |
4 | 1 | 1.4% |
5 | 3 | |
6 | 1 | 1.4% |
7 | 1 | 1.4% |
9 | 1 | 1.4% |
11 | 2 |
Value | Count | Frequency (%) |
3428 | 1 | |
2295 | 1 | |
2233 | 1 | |
2180 | 1 | |
2043 | 1 | |
1579 | 1 | |
1459 | 1 | |
1224 | 1 | |
1195 | 1 | |
1032 | 1 |
중앙선침범
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 64 |
---|---|
Distinct (%) | 88.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 342.68056 |
Minimum | 150 |
---|---|
Maximum | 790 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 150 |
---|---|
5-th percentile | 194.5 |
Q1 | 252.5 |
median | 293 |
Q3 | 375.75 |
95-th percentile | 654.65 |
Maximum | 790 |
Range | 640 |
Interquartile range (IQR) | 123.25 |
Descriptive statistics
Standard deviation | 144.88051 |
---|---|
Coefficient of variation (CV) | 0.4227859 |
Kurtosis | 2.0427571 |
Mean | 342.68056 |
Median Absolute Deviation (MAD) | 53.5 |
Skewness | 1.5380058 |
Sum | 24673 |
Variance | 20990.361 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
335 | 3 | 4.2% |
290 | 2 | 2.8% |
447 | 2 | 2.8% |
337 | 2 | 2.8% |
292 | 2 | 2.8% |
287 | 2 | 2.8% |
568 | 2 | 2.8% |
318 | 1 | 1.4% |
222 | 1 | 1.4% |
225 | 1 | 1.4% |
Other values (54) | 54 |
Value | Count | Frequency (%) |
150 | 1 | |
160 | 1 | |
171 | 1 | |
189 | 1 | |
199 | 1 | |
204 | 1 | |
212 | 1 | |
219 | 1 | |
221 | 1 | |
222 | 1 |
Value | Count | Frequency (%) |
790 | 1 | |
777 | 1 | |
762 | 1 | |
697 | 1 | |
620 | 1 | |
604 | 1 | |
568 | 2 | |
524 | 1 | |
521 | 1 | |
510 | 1 |
기타
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 71 |
---|---|
Distinct (%) | 98.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2339.5556 |
Minimum | 954 |
---|---|
Maximum | 4043 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 954 |
---|---|
5-th percentile | 1357.4 |
Q1 | 1789.25 |
median | 2376 |
Q3 | 2692.5 |
95-th percentile | 3661.6 |
Maximum | 4043 |
Range | 3089 |
Interquartile range (IQR) | 903.25 |
Descriptive statistics
Standard deviation | 679.9746 |
---|---|
Coefficient of variation (CV) | 0.29064264 |
Kurtosis | 0.13590592 |
Mean | 2339.5556 |
Median Absolute Deviation (MAD) | 387 |
Skewness | 0.42980662 |
Sum | 168448 |
Variance | 462365.46 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2443 | 2 | 2.8% |
1254 | 1 | 1.4% |
2282 | 1 | 1.4% |
2297 | 1 | 1.4% |
1760 | 1 | 1.4% |
1610 | 1 | 1.4% |
1466 | 1 | 1.4% |
1517 | 1 | 1.4% |
1916 | 1 | 1.4% |
1594 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
954 | 1 | |
1068 | 1 | |
1216 | 1 | |
1254 | 1 | |
1442 | 1 | |
1466 | 1 | |
1517 | 1 | |
1537 | 1 | |
1594 | 1 | |
1610 | 1 |
Value | Count | Frequency (%) |
4043 | 1 | |
3922 | 1 | |
3889 | 1 | |
3688 | 1 | |
3640 | 1 | |
3601 | 1 | |
3432 | 1 | |
3090 | 1 | |
3052 | 1 | |
3009 | 1 |
연도별 | 음주운전 | 무면허 | 신호위반 | 과속 | 안전띠 | 중앙선침범 | 기타 | |
---|---|---|---|---|---|---|---|---|
연도별 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
음주운전 | 1.000 | 1.000 | 0.909 | 0.499 | 0.465 | 0.506 | 0.627 | 0.481 |
무면허 | 1.000 | 0.909 | 1.000 | 0.671 | 0.565 | 0.755 | 0.852 | 0.454 |
신호위반 | 1.000 | 0.499 | 0.671 | 1.000 | 0.574 | 0.426 | 0.806 | 0.654 |
과속 | 1.000 | 0.465 | 0.565 | 0.574 | 1.000 | 0.511 | 0.676 | 0.365 |
안전띠 | 1.000 | 0.506 | 0.755 | 0.426 | 0.511 | 1.000 | 0.750 | 0.203 |
중앙선침범 | 1.000 | 0.627 | 0.852 | 0.806 | 0.676 | 0.750 | 1.000 | 0.715 |
기타 | 1.000 | 0.481 | 0.454 | 0.654 | 0.365 | 0.203 | 0.715 | 1.000 |
음주운전 | 무면허 | 신호위반 | 과속 | 안전띠 | 중앙선침범 | 기타 | |
---|---|---|---|---|---|---|---|
음주운전 | 1.000 | 0.860 | 0.119 | 0.238 | 0.654 | 0.296 | 0.017 |
무면허 | 0.860 | 1.000 | 0.218 | 0.122 | 0.761 | 0.299 | 0.142 |
신호위반 | 0.119 | 0.218 | 1.000 | 0.215 | 0.393 | 0.706 | 0.639 |
과속 | 0.238 | 0.122 | 0.215 | 1.000 | 0.111 | 0.463 | 0.126 |
안전띠 | 0.654 | 0.761 | 0.393 | 0.111 | 1.000 | 0.424 | 0.217 |
중앙선침범 | 0.296 | 0.299 | 0.706 | 0.463 | 0.424 | 1.000 | 0.612 |
기타 | 0.017 | 0.142 | 0.639 | 0.126 | 0.217 | 0.612 | 1.000 |
연도별 | 음주운전 | 무면허 | 신호위반 | 과속 | 안전띠 | 중앙선침범 | 기타 | |
---|---|---|---|---|---|---|---|---|
0 | 2015-01-01 | 341 | 94 | 2702 | 8372 | 393 | 290 | 1068 |
1 | 2015-02-01 | 270 | 76 | 2483 | 6317 | 696 | 279 | 1254 |
2 | 2015-03-01 | 361 | 134 | 2724 | 6793 | 1459 | 335 | 2452 |
3 | 2015-04-01 | 352 | 149 | 2555 | 5671 | 2295 | 305 | 2602 |
4 | 2015-05-01 | 338 | 140 | 3297 | 5027 | 3428 | 273 | 2724 |
5 | 2015-06-01 | 242 | 141 | 2883 | 4740 | 461 | 335 | 2594 |
6 | 2015-07-01 | 251 | 121 | 2557 | 4446 | 76 | 276 | 2735 |
7 | 2015-08-01 | 421 | 186 | 2473 | 7469 | 287 | 312 | 2765 |
8 | 2015-09-01 | 450 | 144 | 1541 | 8240 | 114 | 229 | 2727 |
9 | 2015-10-01 | 483 | 146 | 1750 | 6541 | 332 | 275 | 2615 |
연도별 | 음주운전 | 무면허 | 신호위반 | 과속 | 안전띠 | 중앙선침범 | 기타 | |
---|---|---|---|---|---|---|---|---|
62 | 2020-03-01 | 171 | 54 | 1602 | 8076 | 1 | 242 | 2348 |
63 | 2020-04-01 | 147 | 46 | 3144 | 19802 | 2 | 261 | 2443 |
64 | 2020-05-01 | 164 | 48 | 4009 | 16345 | 21 | 361 | 2971 |
65 | 2020-06-01 | 187 | 52 | 4492 | 15592 | 2 | 521 | 3688 |
66 | 2020-07-01 | 214 | 41 | 4543 | 10713 | 1 | 510 | 3640 |
67 | 2020-08-01 | 185 | 57 | 3464 | 5966 | 0 | 483 | 3601 |
68 | 2020-09-01 | 190 | 80 | 2664 | 3124 | 335 | 447 | 3922 |
69 | 2020-10-01 | 240 | 97 | 2922 | 3516 | 1579 | 568 | 4043 |
70 | 2020-11-01 | 187 | 58 | 2689 | 10599 | 504 | 568 | 3889 |
71 | 2020-12-01 | 129 | 63 | 2250 | 10618 | 193 | 387 | 3090 |