Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 42 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.0 KiB |
Average record size in memory | 74.0 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 대전지역 시간대별 강력범, 절도범, 폭력범, 지능범, 풍속범, 기타형법범, 특별법범 범죄발생 현황으로 어느 시간대에 범죄발생이 많고 적은지 파악할 수 있는 자료 활용 |
---|---|
Author | 경찰청 대전광역시경찰청 |
URL | https://www.data.go.kr/data/15094058/fileData.do |
심 야(0시-4시) is highly overall correlated with 새 벽(4시-7시) and 5 other fields | High correlation |
새 벽(4시-7시) is highly overall correlated with 심 야(0시-4시) and 5 other fields | High correlation |
오 전(7시-12시) is highly overall correlated with 심 야(0시-4시) and 5 other fields | High correlation |
오 후(12시-18시) is highly overall correlated with 심 야(0시-4시) and 5 other fields | High correlation |
초 저 녁(18시-20시) is highly overall correlated with 심 야(0시-4시) and 5 other fields | High correlation |
밤(20시-24시) is highly overall correlated with 심 야(0시-4시) and 4 other fields | High correlation |
항목 is highly overall correlated with 심 야(0시-4시) and 4 other fields | High correlation |
심 야(0시-4시) has unique values | Unique |
새 벽(4시-7시) has unique values | Unique |
초 저 녁(18시-20시) has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 21:23:49.693940 |
---|---|
Analysis finished | 2024-03-14 21:24:03.569511 |
Duration | 13.88 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.5 |
Minimum | 2017 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2018 |
median | 2019.5 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7285268 |
---|---|
Coefficient of variation (CV) | 0.00085591819 |
Kurtosis | -1.275956 |
Mean | 2019.5 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0 |
Sum | 84819 |
Variance | 2.9878049 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2017 | 7 | |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2022 | 7 |
Value | Count | Frequency (%) |
2017 | 7 | |
2018 | 7 | |
2019 | 7 | |
2020 | 7 | |
2021 | 7 | |
2022 | 7 |
Value | Count | Frequency (%) |
2022 | 7 | |
2021 | 7 | |
2020 | 7 | |
2019 | 7 | |
2018 | 7 | |
2017 | 7 |
항목
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 464.0 B |
강력범 | |
---|---|
절도범 | |
폭력범 | |
지능범 | |
풍속범 | |
Other values (2) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.4285714 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 강력범 |
---|---|
2nd row | 절도범 |
3rd row | 폭력범 |
4th row | 지능범 |
5th row | 풍속범 |
Common Values
Value | Count | Frequency (%) |
강력범 | 6 | |
절도범 | 6 | |
폭력범 | 6 | |
지능범 | 6 | |
풍속범 | 6 | |
기타형법범 | 6 | |
특별법범 | 6 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
강력범 | 6 | |
절도범 | 6 | |
폭력범 | 6 | |
지능범 | 6 | |
풍속범 | 6 | |
기타형법범 | 6 | |
특별법범 | 6 |
심 야(0시-4시)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 42 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2246.6667 |
Minimum | 40 |
---|---|
Maximum | 8325 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 40 |
---|---|
5-th percentile | 50.25 |
Q1 | 315.5 |
median | 1306.5 |
Q3 | 3608.25 |
95-th percentile | 6850.1 |
Maximum | 8325 |
Range | 8285 |
Interquartile range (IQR) | 3292.75 |
Descriptive statistics
Standard deviation | 2265.6859 |
---|---|
Coefficient of variation (CV) | 1.0084655 |
Kurtosis | 0.57984824 |
Mean | 2246.6667 |
Median Absolute Deviation (MAD) | 1095.5 |
Skewness | 1.1923691 |
Sum | 94360 |
Variance | 5133332.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
279 | 1 | 2.4% |
77 | 1 | 2.4% |
7671 | 1 | 2.4% |
50 | 1 | 2.4% |
1263 | 1 | 2.4% |
3697 | 1 | 2.4% |
264 | 1 | 2.4% |
997 | 1 | 2.4% |
1757 | 1 | 2.4% |
6491 | 1 | 2.4% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
40 | 1 | |
47 | 1 | |
50 | 1 | |
55 | 1 | |
77 | 1 | |
98 | 1 | |
264 | 1 | |
271 | 1 | |
279 | 1 | |
292 | 1 |
Value | Count | Frequency (%) |
8325 | 1 | |
7671 | 1 | |
6869 | 1 | |
6491 | 1 | |
5969 | 1 | |
4721 | 1 | |
4709 | 1 | |
4308 | 1 | |
3954 | 1 | |
3866 | 1 |
새 벽(4시-7시)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 42 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 290.92857 |
Minimum | 3 |
---|---|
Maximum | 867 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 8.05 |
Q1 | 81.5 |
median | 132 |
Q3 | 485.75 |
95-th percentile | 750.5 |
Maximum | 867 |
Range | 864 |
Interquartile range (IQR) | 404.25 |
Descriptive statistics
Standard deviation | 270.96147 |
---|---|
Coefficient of variation (CV) | 0.93136768 |
Kurtosis | -1.018652 |
Mean | 290.92857 |
Median Absolute Deviation (MAD) | 123.5 |
Skewness | 0.66204497 |
Sum | 12219 |
Variance | 73420.117 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
94 | 1 | 2.4% |
8 | 1 | 2.4% |
123 | 1 | 2.4% |
5 | 1 | 2.4% |
112 | 1 | 2.4% |
694 | 1 | 2.4% |
48 | 1 | 2.4% |
464 | 1 | 2.4% |
493 | 1 | 2.4% |
163 | 1 | 2.4% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
3 | 1 | |
5 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 | |
12 | 1 | |
48 | 1 | |
55 | 1 | |
71 | 1 | |
75 | 1 |
Value | Count | Frequency (%) |
867 | 1 | |
797 | 1 | |
751 | 1 | |
741 | 1 | |
719 | 1 | |
694 | 1 | |
631 | 1 | |
577 | 1 | |
576 | 1 | |
555 | 1 |
오 전(7시-12시)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 97.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 825.04762 |
Minimum | 10 |
---|---|
Maximum | 2727 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 16.3 |
Q1 | 81 |
median | 864.5 |
Q3 | 1172.75 |
95-th percentile | 2519.65 |
Maximum | 2727 |
Range | 2717 |
Interquartile range (IQR) | 1091.75 |
Descriptive statistics
Standard deviation | 756.70325 |
---|---|
Coefficient of variation (CV) | 0.91716312 |
Kurtosis | 0.51186314 |
Mean | 825.04762 |
Median Absolute Deviation (MAD) | 519 |
Skewness | 0.97192196 |
Sum | 34652 |
Variance | 572599.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
361 | 2 | 4.8% |
79 | 1 | 2.4% |
260 | 1 | 2.4% |
1297 | 1 | 2.4% |
16 | 1 | 2.4% |
2342 | 1 | 2.4% |
69 | 1 | 2.4% |
758 | 1 | 2.4% |
767 | 1 | 2.4% |
1001 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
10 | 1 | |
14 | 1 | |
16 | 1 | |
22 | 1 | |
24 | 1 | |
25 | 1 | |
64 | 1 | |
69 | 1 | |
76 | 1 | |
77 | 1 |
Value | Count | Frequency (%) |
2727 | 1 | |
2630 | 1 | |
2529 | 1 | |
2342 | 1 | |
1794 | 1 | |
1445 | 1 | |
1349 | 1 | |
1297 | 1 | |
1244 | 1 | |
1228 | 1 |
오 후(12시-18시)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 97.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1315.7619 |
Minimum | 34 |
---|---|
Maximum | 4067 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 34 |
---|---|
5-th percentile | 48.05 |
Q1 | 140 |
median | 1426.5 |
Q3 | 1768 |
95-th percentile | 3586.15 |
Maximum | 4067 |
Range | 4033 |
Interquartile range (IQR) | 1628 |
Descriptive statistics
Standard deviation | 1168.4572 |
---|---|
Coefficient of variation (CV) | 0.8880461 |
Kurtosis | -0.19712227 |
Mean | 1315.7619 |
Median Absolute Deviation (MAD) | 953.5 |
Skewness | 0.75945391 |
Sum | 55262 |
Variance | 1365292.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
140 | 2 | 4.8% |
122 | 1 | 2.4% |
2132 | 1 | 2.4% |
1577 | 1 | 2.4% |
2033 | 1 | 2.4% |
48 | 1 | 2.4% |
532 | 1 | 2.4% |
3551 | 1 | 2.4% |
1560 | 1 | 2.4% |
1405 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
34 | 1 | |
45 | 1 | |
48 | 1 | |
49 | 1 | |
51 | 1 | |
59 | 1 | |
122 | 1 | |
124 | 1 | |
127 | 1 | |
129 | 1 |
Value | Count | Frequency (%) |
4067 | 1 | |
3810 | 1 | |
3588 | 1 | |
3551 | 1 | |
3302 | 1 | |
2770 | 1 | |
2427 | 1 | |
2132 | 1 | |
2033 | 1 | |
1921 | 1 |
초 저 녁(18시-20시)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 42 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 527.71429 |
Minimum | 19 |
---|---|
Maximum | 2030 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 19 |
---|---|
5-th percentile | 22.1 |
Q1 | 68.25 |
median | 413 |
Q3 | 745.75 |
95-th percentile | 1614.4 |
Maximum | 2030 |
Range | 2011 |
Interquartile range (IQR) | 677.5 |
Descriptive statistics
Standard deviation | 520.34591 |
---|---|
Coefficient of variation (CV) | 0.98603719 |
Kurtosis | 0.9047262 |
Mean | 527.71429 |
Median Absolute Deviation (MAD) | 340.5 |
Skewness | 1.1961282 |
Sum | 22164 |
Variance | 270759.87 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
64 | 1 | 2.4% |
38 | 1 | 2.4% |
438 | 1 | 2.4% |
22 | 1 | 2.4% |
173 | 1 | 2.4% |
1484 | 1 | 2.4% |
78 | 1 | 2.4% |
727 | 1 | 2.4% |
1099 | 1 | 2.4% |
656 | 1 | 2.4% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
19 | 1 | |
21 | 1 | |
22 | 1 | |
24 | 1 | |
30 | 1 | |
38 | 1 | |
47 | 1 | |
60 | 1 | |
62 | 1 | |
64 | 1 |
Value | Count | Frequency (%) |
2030 | 1 | |
1643 | 1 | |
1620 | 1 | |
1508 | 1 | |
1484 | 1 | |
1099 | 1 | |
949 | 1 | |
785 | 1 | |
760 | 1 | |
755 | 1 |
밤(20시-24시)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 97.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1127.5952 |
Minimum | 32 |
---|---|
Maximum | 5804 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 506.0 B |
Quantile statistics
Minimum | 32 |
---|---|
5-th percentile | 45.05 |
Q1 | 177 |
median | 595.5 |
Q3 | 1939.75 |
95-th percentile | 3698.4 |
Maximum | 5804 |
Range | 5772 |
Interquartile range (IQR) | 1762.75 |
Descriptive statistics
Standard deviation | 1316.6254 |
---|---|
Coefficient of variation (CV) | 1.1676401 |
Kurtosis | 3.0542544 |
Mean | 1127.5952 |
Median Absolute Deviation (MAD) | 450 |
Skewness | 1.7381406 |
Sum | 47359 |
Variance | 1733502.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
177 | 2 | 4.8% |
163 | 1 | 2.4% |
32 | 1 | 2.4% |
735 | 1 | 2.4% |
45 | 1 | 2.4% |
427 | 1 | 2.4% |
3250 | 1 | 2.4% |
117 | 1 | 2.4% |
538 | 1 | 2.4% |
1609 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
32 | 1 | |
33 | 1 | |
45 | 1 | |
46 | 1 | |
48 | 1 | |
50 | 1 | |
117 | 1 | |
144 | 1 | |
147 | 1 | |
163 | 1 |
Value | Count | Frequency (%) |
5804 | 1 | |
4226 | 1 | |
3722 | 1 | |
3250 | 1 | |
2785 | 1 | |
2373 | 1 | |
2364 | 1 | |
2302 | 1 | |
2144 | 1 | |
2055 | 1 |
연도 | 항목 | 심 야(0시-4시) | 새 벽(4시-7시) | 오 전(7시-12시) | 오 후(12시-18시) | 초 저 녁(18시-20시) | 밤(20시-24시) | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
항목 | 0.000 | 1.000 | 0.867 | 0.792 | 0.851 | 0.838 | 0.782 | 0.684 |
심 야(0시-4시) | 0.000 | 0.867 | 1.000 | 0.795 | 0.903 | 0.789 | 0.883 | 0.899 |
새 벽(4시-7시) | 0.000 | 0.792 | 0.795 | 1.000 | 0.837 | 0.822 | 0.818 | 0.853 |
오 전(7시-12시) | 0.000 | 0.851 | 0.903 | 0.837 | 1.000 | 0.861 | 0.972 | 0.938 |
오 후(12시-18시) | 0.000 | 0.838 | 0.789 | 0.822 | 0.861 | 1.000 | 0.807 | 0.766 |
초 저 녁(18시-20시) | 0.000 | 0.782 | 0.883 | 0.818 | 0.972 | 0.807 | 1.000 | 0.965 |
밤(20시-24시) | 0.000 | 0.684 | 0.899 | 0.853 | 0.938 | 0.766 | 0.965 | 1.000 |
연도 | 심 야(0시-4시) | 새 벽(4시-7시) | 오 전(7시-12시) | 오 후(12시-18시) | 초 저 녁(18시-20시) | 밤(20시-24시) | 항목 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.037 | -0.097 | -0.107 | 0.053 | 0.071 | -0.056 | 0.000 |
심 야(0시-4시) | -0.037 | 1.000 | 0.696 | 0.889 | 0.819 | 0.744 | 0.762 | 0.682 |
새 벽(4시-7시) | -0.097 | 0.696 | 1.000 | 0.858 | 0.849 | 0.969 | 0.960 | 0.570 |
오 전(7시-12시) | -0.107 | 0.889 | 0.858 | 1.000 | 0.939 | 0.864 | 0.903 | 0.653 |
오 후(12시-18시) | 0.053 | 0.819 | 0.849 | 0.939 | 1.000 | 0.879 | 0.872 | 0.638 |
초 저 녁(18시-20시) | 0.071 | 0.744 | 0.969 | 0.864 | 0.879 | 1.000 | 0.956 | 0.549 |
밤(20시-24시) | -0.056 | 0.762 | 0.960 | 0.903 | 0.872 | 0.956 | 1.000 | 0.433 |
항목 | 0.000 | 0.682 | 0.570 | 0.653 | 0.638 | 0.549 | 0.433 | 1.000 |
연도 | 항목 | 심 야(0시-4시) | 새 벽(4시-7시) | 오 전(7시-12시) | 오 후(12시-18시) | 초 저 녁(18시-20시) | 밤(20시-24시) | |
---|---|---|---|---|---|---|---|---|
0 | 2017 | 강력범 | 279 | 94 | 79 | 122 | 64 | 163 |
1 | 2017 | 절도범 | 1301 | 429 | 1019 | 1697 | 655 | 1113 |
2 | 2017 | 폭력범 | 2546 | 631 | 1077 | 1418 | 755 | 2373 |
3 | 2017 | 지능범 | 4721 | 114 | 1349 | 1367 | 302 | 639 |
4 | 2017 | 풍속범 | 40 | 12 | 25 | 51 | 21 | 46 |
5 | 2017 | 기타형법범 | 1162 | 88 | 361 | 476 | 140 | 438 |
6 | 2017 | 특별법범 | 4709 | 867 | 2727 | 4067 | 1643 | 5804 |
7 | 2018 | 강력범 | 315 | 92 | 77 | 124 | 62 | 177 |
8 | 2018 | 절도범 | 1247 | 411 | 876 | 1569 | 582 | 855 |
9 | 2018 | 폭력범 | 2736 | 741 | 1070 | 1506 | 785 | 2364 |
연도 | 항목 | 심 야(0시-4시) | 새 벽(4시-7시) | 오 전(7시-12시) | 오 후(12시-18시) | 초 저 녁(18시-20시) | 밤(20시-24시) | |
---|---|---|---|---|---|---|---|---|
32 | 2021 | 풍속범 | 77 | 8 | 14 | 59 | 38 | 32 |
33 | 2021 | 기타형법범 | 1135 | 103 | 260 | 470 | 241 | 272 |
34 | 2021 | 특별법범 | 3342 | 719 | 1794 | 3302 | 2030 | 2302 |
35 | 2022 | 강력범 | 292 | 55 | 87 | 140 | 65 | 177 |
36 | 2022 | 절도범 | 1011 | 419 | 1112 | 1921 | 615 | 955 |
37 | 2022 | 폭력범 | 2073 | 436 | 909 | 1444 | 752 | 2144 |
38 | 2022 | 지능범 | 8325 | 133 | 1228 | 2770 | 649 | 1019 |
39 | 2022 | 풍속범 | 98 | 3 | 10 | 45 | 30 | 50 |
40 | 2022 | 기타형법범 | 1312 | 86 | 309 | 422 | 164 | 361 |
41 | 2022 | 특별법범 | 3954 | 555 | 1445 | 2427 | 949 | 2785 |