Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 67.5 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 1 |
Dataset
Description | 연도별 울산광역시 지역 내 5대 범죄(살인, 강도, 강간, 절도, 폭력) 발생 및 검거 추이를 공개함으로써 국민들의 알 권리를 충족하고자 합니다. |
---|---|
Author | 경찰청 울산광역시경찰청 |
URL | https://www.data.go.kr/data/15007067/fileData.do |
연도 is highly overall correlated with 살인 and 2 other fields | High correlation |
살인 is highly overall correlated with 연도 and 2 other fields | High correlation |
강도 is highly overall correlated with 연도 and 2 other fields | High correlation |
절도 is highly overall correlated with 폭력 and 1 other fields | High correlation |
폭력 is highly overall correlated with 연도 and 3 other fields | High correlation |
유형 is highly overall correlated with 절도 | High correlation |
절도 has unique values | Unique |
폭력 has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 22:49:10.767426 |
---|---|
Analysis finished | 2023-12-11 22:49:14.500219 |
Duration | 3.73 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2016.5 |
Minimum | 2011 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2011 |
---|---|
5-th percentile | 2011.15 |
Q1 | 2013.75 |
median | 2016.5 |
Q3 | 2019.25 |
95-th percentile | 2021.85 |
Maximum | 2022 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5262987 |
---|---|
Coefficient of variation (CV) | 0.0017487224 |
Kurtosis | -1.2156934 |
Mean | 2016.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 48396 |
Variance | 12.434783 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2011 | 2 | |
2012 | 2 | |
2013 | 2 | |
2014 | 2 | |
2015 | 2 | |
2016 | 2 | |
2017 | 2 | |
2018 | 2 | |
2019 | 2 | |
2020 | 2 | |
Other values (2) | 4 |
Value | Count | Frequency (%) |
2011 | 2 | |
2012 | 2 | |
2013 | 2 | |
2014 | 2 | |
2015 | 2 | |
2016 | 2 | |
2017 | 2 | |
2018 | 2 | |
2019 | 2 | |
2020 | 2 |
Value | Count | Frequency (%) |
2022 | 2 | |
2021 | 2 | |
2020 | 2 | |
2019 | 2 | |
2018 | 2 | |
2017 | 2 | |
2016 | 2 | |
2015 | 2 | |
2014 | 2 | |
2013 | 2 |
유형
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
발생 | |
---|---|
검거 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 발생 |
---|---|
2nd row | 검거 |
3rd row | 발생 |
4th row | 검거 |
5th row | 발생 |
Common Values
Value | Count | Frequency (%) |
발생 | 12 | |
검거 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
발생 | 12 | |
검거 | 12 |
살인
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.541667 |
Minimum | 10 |
---|---|
Maximum | 29 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 10.3 |
Q1 | 14 |
median | 19 |
Q3 | 22 |
95-th percentile | 27.25 |
Maximum | 29 |
Range | 19 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 5.1413005 |
---|---|
Coefficient of variation (CV) | 0.27728362 |
Kurtosis | -0.43528665 |
Mean | 18.541667 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.093972995 |
Sum | 445 |
Variance | 26.432971 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22 | 5 | |
14 | 3 | |
23 | 2 | 8.3% |
19 | 2 | 8.3% |
20 | 2 | 8.3% |
17 | 2 | 8.3% |
10 | 2 | 8.3% |
12 | 2 | 8.3% |
28 | 1 | 4.2% |
29 | 1 | 4.2% |
Other values (2) | 2 | 8.3% |
Value | Count | Frequency (%) |
10 | 2 | 8.3% |
12 | 2 | 8.3% |
14 | 3 | |
16 | 1 | 4.2% |
17 | 2 | 8.3% |
18 | 1 | 4.2% |
19 | 2 | 8.3% |
20 | 2 | 8.3% |
22 | 5 | |
23 | 2 | 8.3% |
Value | Count | Frequency (%) |
29 | 1 | 4.2% |
28 | 1 | 4.2% |
23 | 2 | 8.3% |
22 | 5 | |
20 | 2 | 8.3% |
19 | 2 | 8.3% |
18 | 1 | 4.2% |
17 | 2 | 8.3% |
16 | 1 | 4.2% |
14 | 3 |
강도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 75.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 32.291667 |
Minimum | 9 |
---|---|
Maximum | 104 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 9 |
---|---|
5-th percentile | 10.15 |
Q1 | 22.25 |
median | 28.5 |
Q3 | 37.25 |
95-th percentile | 75.2 |
Maximum | 104 |
Range | 95 |
Interquartile range (IQR) | 15 |
Descriptive statistics
Standard deviation | 21.622209 |
---|---|
Coefficient of variation (CV) | 0.66959099 |
Kurtosis | 5.0631205 |
Mean | 32.291667 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 2.0039535 |
Sum | 775 |
Variance | 467.51993 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
38 | 2 | 8.3% |
11 | 2 | 8.3% |
32 | 2 | 8.3% |
14 | 2 | 8.3% |
28 | 2 | 8.3% |
25 | 2 | 8.3% |
104 | 1 | 4.2% |
26 | 1 | 4.2% |
9 | 1 | 4.2% |
10 | 1 | 4.2% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
9 | 1 | |
10 | 1 | |
11 | 2 | |
14 | 2 | |
25 | 2 | |
26 | 1 | |
27 | 1 | |
28 | 2 | |
29 | 1 | |
31 | 1 |
Value | Count | Frequency (%) |
104 | 1 | |
80 | 1 | |
48 | 1 | |
45 | 1 | |
38 | 2 | |
37 | 1 | |
33 | 1 | |
32 | 2 | |
31 | 1 | |
29 | 1 |
강간
Real number (ℝ)
Distinct | 20 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 420.625 |
Minimum | 326 |
---|---|
Maximum | 453 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 326 |
---|---|
5-th percentile | 350.2 |
Q1 | 411 |
median | 430.5 |
Q3 | 445 |
95-th percentile | 449.7 |
Maximum | 453 |
Range | 127 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 33.305976 |
---|---|
Coefficient of variation (CV) | 0.079182113 |
Kurtosis | 2.2114337 |
Mean | 420.625 |
Median Absolute Deviation (MAD) | 16.5 |
Skewness | -1.6168329 |
Sum | 10095 |
Variance | 1109.288 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
445 | 3 | 12.5% |
411 | 2 | 8.3% |
448 | 2 | 8.3% |
381 | 1 | 4.2% |
427 | 1 | 4.2% |
436 | 1 | 4.2% |
406 | 1 | 4.2% |
426 | 1 | 4.2% |
432 | 1 | 4.2% |
446 | 1 | 4.2% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
326 | 1 | |
346 | 1 | |
374 | 1 | |
381 | 1 | |
406 | 1 | |
411 | 2 | |
413 | 1 | |
426 | 1 | |
427 | 1 | |
428 | 1 |
Value | Count | Frequency (%) |
453 | 1 | 4.2% |
450 | 1 | 4.2% |
448 | 2 | |
446 | 1 | 4.2% |
445 | 3 | |
437 | 1 | 4.2% |
436 | 1 | 4.2% |
432 | 1 | 4.2% |
431 | 1 | 4.2% |
430 | 1 | 4.2% |
절도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3478.9167 |
Minimum | 1835 |
---|---|
Maximum | 6761 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1835 |
---|---|
5-th percentile | 1874.15 |
Q1 | 2422.5 |
median | 3151.5 |
Q3 | 3728 |
95-th percentile | 6567.15 |
Maximum | 6761 |
Range | 4926 |
Interquartile range (IQR) | 1305.5 |
Descriptive statistics
Standard deviation | 1537.9984 |
---|---|
Coefficient of variation (CV) | 0.44209118 |
Kurtosis | 0.020065068 |
Mean | 3478.9167 |
Median Absolute Deviation (MAD) | 779.5 |
Skewness | 1.0775795 |
Sum | 83494 |
Variance | 2365439 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6761 | 1 | 4.2% |
2271 | 1 | 4.2% |
2090 | 1 | 4.2% |
3272 | 1 | 4.2% |
1936 | 1 | 4.2% |
3152 | 1 | 4.2% |
1835 | 1 | 4.2% |
3101 | 1 | 4.2% |
1926 | 1 | 4.2% |
3205 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
1835 | 1 | |
1865 | 1 | |
1926 | 1 | |
1936 | 1 | |
2090 | 1 | |
2271 | 1 | |
2473 | 1 | |
2587 | 1 | |
2711 | 1 | |
2818 | 1 |
Value | Count | Frequency (%) |
6761 | 1 | |
6648 | 1 | |
6109 | 1 | |
5787 | 1 | |
5456 | 1 | |
4217 | 1 | |
3565 | 1 | |
3342 | 1 | |
3272 | 1 | |
3216 | 1 |
폭력
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6309.7083 |
Minimum | 4467 |
---|---|
Maximum | 8257 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 4467 |
---|---|
5-th percentile | 4542.85 |
Q1 | 5446.75 |
median | 6304.5 |
Q3 | 7300.5 |
95-th percentile | 7779.5 |
Maximum | 8257 |
Range | 3790 |
Interquartile range (IQR) | 1853.75 |
Descriptive statistics
Standard deviation | 1119.3475 |
---|---|
Coefficient of variation (CV) | 0.17740084 |
Kurtosis | -1.1223321 |
Mean | 6309.7083 |
Median Absolute Deviation (MAD) | 1006.5 |
Skewness | -0.06189275 |
Sum | 151433 |
Variance | 1252938.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7285 | 1 | 4.2% |
6528 | 1 | 4.2% |
4486 | 1 | 4.2% |
5034 | 1 | 4.2% |
4467 | 1 | 4.2% |
5046 | 1 | 4.2% |
4865 | 1 | 4.2% |
5505 | 1 | 4.2% |
5272 | 1 | 4.2% |
6023 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
4467 | 1 | |
4486 | 1 | |
4865 | 1 | |
5034 | 1 | |
5046 | 1 | |
5272 | 1 | |
5505 | 1 | |
5562 | 1 | |
5765 | 1 | |
6023 | 1 |
Value | Count | Frequency (%) |
8257 | 1 | |
7793 | 1 | |
7703 | 1 | |
7637 | 1 | |
7376 | 1 | |
7347 | 1 | |
7285 | 1 | |
7200 | 1 | |
6831 | 1 | |
6656 | 1 |
연도 | 유형 | 살인 | 강도 | 강간 | 절도 | 폭력 | |
---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.898 | 0.960 | 0.576 | 0.319 | 0.130 |
유형 | 0.000 | 1.000 | 0.000 | 0.000 | 0.487 | 0.956 | 0.193 |
살인 | 0.898 | 0.000 | 1.000 | 0.829 | 0.686 | 0.000 | 0.401 |
강도 | 0.960 | 0.000 | 0.829 | 1.000 | 0.639 | 0.513 | 0.631 |
강간 | 0.576 | 0.487 | 0.686 | 0.639 | 1.000 | 0.223 | 0.000 |
절도 | 0.319 | 0.956 | 0.000 | 0.513 | 0.223 | 1.000 | 0.524 |
폭력 | 0.130 | 0.193 | 0.401 | 0.631 | 0.000 | 0.524 | 1.000 |
연도 | 살인 | 강도 | 강간 | 절도 | 폭력 | 유형 | |
---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.766 | -0.946 | 0.357 | -0.467 | -0.689 | 0.000 |
살인 | -0.766 | 1.000 | 0.769 | -0.177 | 0.465 | 0.605 | 0.000 |
강도 | -0.946 | 0.769 | 1.000 | -0.211 | 0.406 | 0.619 | 0.000 |
강간 | 0.357 | -0.177 | -0.211 | 1.000 | 0.013 | 0.023 | 0.436 |
절도 | -0.467 | 0.465 | 0.406 | 0.013 | 1.000 | 0.742 | 0.704 |
폭력 | -0.689 | 0.605 | 0.619 | 0.023 | 0.742 | 1.000 | 0.203 |
유형 | 0.000 | 0.000 | 0.000 | 0.436 | 0.704 | 0.203 | 1.000 |
연도 | 유형 | 살인 | 강도 | 강간 | 절도 | 폭력 | |
---|---|---|---|---|---|---|---|
0 | 2011 | 발생 | 28 | 104 | 381 | 6761 | 7285 |
1 | 2011 | 검거 | 29 | 80 | 326 | 3151 | 5765 |
2 | 2012 | 발생 | 23 | 37 | 374 | 6109 | 7376 |
3 | 2012 | 검거 | 19 | 38 | 346 | 2473 | 6186 |
4 | 2013 | 발생 | 18 | 45 | 450 | 6648 | 7703 |
5 | 2013 | 검거 | 20 | 48 | 411 | 2818 | 6216 |
6 | 2014 | 발생 | 23 | 32 | 445 | 5787 | 7637 |
7 | 2014 | 검거 | 22 | 38 | 448 | 2711 | 6656 |
8 | 2015 | 발생 | 22 | 29 | 445 | 5456 | 8257 |
9 | 2015 | 검거 | 22 | 31 | 437 | 3216 | 7200 |
연도 | 유형 | 살인 | 강도 | 강간 | 절도 | 폭력 | |
---|---|---|---|---|---|---|---|
14 | 2018 | 발생 | 10 | 26 | 427 | 3342 | 6393 |
15 | 2018 | 검거 | 10 | 27 | 431 | 1865 | 5562 |
16 | 2019 | 발생 | 19 | 28 | 453 | 3205 | 6023 |
17 | 2019 | 검거 | 20 | 28 | 448 | 1926 | 5272 |
18 | 2020 | 발생 | 12 | 14 | 446 | 3101 | 5505 |
19 | 2020 | 검거 | 12 | 14 | 432 | 1835 | 4865 |
20 | 2021 | 발생 | 14 | 11 | 426 | 3152 | 5046 |
21 | 2021 | 검거 | 16 | 11 | 406 | 1936 | 4467 |
22 | 2022 | 발생 | 14 | 10 | 445 | 3272 | 5034 |
23 | 2022 | 검거 | 14 | 9 | 436 | 2090 | 4486 |