Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 90 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.1 KiB |
Average record size in memory | 80.5 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 2 |
Dataset
Description | 광주광역시 자치구별 5대 범죄현황에 대한 데이터로 (살인/강도/성범죄/절도/폭력) 2017~2022년의 데이터를 제공합니다 |
---|---|
URL | https://www.data.go.kr/data/15118790/fileData.do |
광주광산경찰서 is highly overall correlated with 광주동부경찰서 and 4 other fields | High correlation |
광주동부경찰서 is highly overall correlated with 광주광산경찰서 and 4 other fields | High correlation |
광주서부경찰서 is highly overall correlated with 광주광산경찰서 and 4 other fields | High correlation |
광주남부경찰서 is highly overall correlated with 광주광산경찰서 and 4 other fields | High correlation |
광주북부경찰서 is highly overall correlated with 광주광산경찰서 and 4 other fields | High correlation |
범죄유형 is highly overall correlated with 광주광산경찰서 and 4 other fields | High correlation |
광주경찰청 has 59 (65.6%) zeros | Zeros |
광주광산경찰서 has 2 (2.2%) zeros | Zeros |
광주동부경찰서 has 9 (10.0%) zeros | Zeros |
광주서부경찰서 has 6 (6.7%) zeros | Zeros |
광주남부경찰서 has 11 (12.2%) zeros | Zeros |
광주북부경찰서 has 3 (3.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 16:36:19.353876 |
---|---|
Analysis finished | 2023-12-12 16:36:23.999186 |
Duration | 4.65 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 6.7% |
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 | 942.0 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 | 1.7173929 |
---|---|
Coefficient of variation (CV) | 0.00085040498 |
Kurtosis | -1.2722257 |
Mean | 2019.5 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0 |
Sum | 181755 |
Variance | 2.9494382 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 15 | |
2021 | 15 | |
2020 | 15 | |
2019 | 15 | |
2018 | 15 | |
2017 | 15 |
Value | Count | Frequency (%) |
2017 | 15 | |
2018 | 15 | |
2019 | 15 | |
2020 | 15 | |
2021 | 15 | |
2022 | 15 |
Value | Count | Frequency (%) |
2022 | 15 | |
2021 | 15 | |
2020 | 15 | |
2019 | 15 | |
2018 | 15 | |
2017 | 15 |
범죄유형
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 5.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
살인 | |
---|---|
강도 | |
성범죄 | |
절도 | |
폭력 |
Length
Max length | 3 |
---|---|
Median length | 2 |
Mean length | 2.2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 살인 |
---|---|
2nd row | 살인 |
3rd row | 살인 |
4th row | 강도 |
5th row | 강도 |
Common Values
Value | Count | Frequency (%) |
살인 | 18 | |
강도 | 18 | |
성범죄 | 18 | |
절도 | 18 | |
폭력 | 18 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
살인 | 18 | |
강도 | 18 | |
성범죄 | 18 | |
절도 | 18 | |
폭력 | 18 |
구분
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 852.0 B |
발생건수 | |
---|---|
검거건수 | |
검거인원 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 발생건수 |
---|---|
2nd row | 검거건수 |
3rd row | 검거인원 |
4th row | 발생건수 |
5th row | 검거건수 |
Common Values
Value | Count | Frequency (%) |
발생건수 | 30 | |
검거건수 | 30 | |
검거인원 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
발생건수 | 30 | |
검거건수 | 30 | |
검거인원 | 30 |
광주경찰청
Real number (ℝ)
ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 26.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.022222 |
Minimum | 0 |
---|---|
Maximum | 164 |
Zeros | 59 |
Zeros (%) | 65.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 17 |
95-th percentile | 109.95 |
Maximum | 164 |
Range | 164 |
Interquartile range (IQR) | 17 |
Descriptive statistics
Standard deviation | 40.66138 |
---|---|
Coefficient of variation (CV) | 1.9342094 |
Kurtosis | 2.502251 |
Mean | 21.022222 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.8877465 |
Sum | 1892 |
Variance | 1653.3478 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 59 | |
1 | 4 | 4.4% |
2 | 3 | 3.3% |
85 | 2 | 2.2% |
91 | 2 | 2.2% |
37 | 2 | 2.2% |
118 | 1 | 1.1% |
149 | 1 | 1.1% |
105 | 1 | 1.1% |
164 | 1 | 1.1% |
Other values (14) | 14 | 15.6% |
Value | Count | Frequency (%) |
0 | 59 | |
1 | 4 | 4.4% |
2 | 3 | 3.3% |
14 | 1 | 1.1% |
18 | 1 | 1.1% |
27 | 1 | 1.1% |
33 | 1 | 1.1% |
34 | 1 | 1.1% |
37 | 2 | 2.2% |
47 | 1 | 1.1% |
Value | Count | Frequency (%) |
164 | 1 | |
149 | 1 | |
137 | 1 | |
118 | 1 | |
114 | 1 | |
105 | 1 | |
97 | 1 | |
91 | 2 | |
88 | 1 | |
86 | 1 |
광주광산경찰서
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 67.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 538.95556 |
Minimum | 0 |
---|---|
Maximum | 2691 |
Zeros | 2 |
Zeros (%) | 2.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 4 |
median | 131 |
Q3 | 823 |
95-th percentile | 1991.25 |
Maximum | 2691 |
Range | 2691 |
Interquartile range (IQR) | 819 |
Descriptive statistics
Standard deviation | 732.61983 |
---|---|
Coefficient of variation (CV) | 1.3593326 |
Kurtosis | 0.56646033 |
Mean | 538.95556 |
Median Absolute Deviation (MAD) | 129.5 |
Skewness | 1.3066033 |
Sum | 48506 |
Variance | 536731.82 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 8 | 8.9% |
4 | 8 | 8.9% |
1 | 7 | 7.8% |
5 | 6 | 6.7% |
0 | 2 | 2.2% |
144 | 2 | 2.2% |
2 | 2 | 2.2% |
140 | 2 | 2.2% |
829 | 1 | 1.1% |
744 | 1 | 1.1% |
Other values (51) | 51 |
Value | Count | Frequency (%) |
0 | 2 | 2.2% |
1 | 7 | |
2 | 2 | 2.2% |
3 | 8 | |
4 | 8 | |
5 | 6 | |
10 | 1 | 1.1% |
12 | 1 | 1.1% |
22 | 1 | 1.1% |
59 | 1 | 1.1% |
Value | Count | Frequency (%) |
2691 | 1 | |
2495 | 1 | |
2390 | 1 | |
2114 | 1 | |
1998 | 1 | |
1983 | 1 | |
1981 | 1 | |
1970 | 1 | |
1909 | 1 | |
1798 | 1 |
광주동부경찰서
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 62.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 297.04444 |
Minimum | 0 |
---|---|
Maximum | 1538 |
Zeros | 9 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 3 |
median | 70 |
Q3 | 574.25 |
95-th percentile | 1011.45 |
Maximum | 1538 |
Range | 1538 |
Interquartile range (IQR) | 571.25 |
Descriptive statistics
Standard deviation | 386.99842 |
---|---|
Coefficient of variation (CV) | 1.30283 |
Kurtosis | 0.61294159 |
Mean | 297.04444 |
Median Absolute Deviation (MAD) | 69.5 |
Skewness | 1.2244255 |
Sum | 26734 |
Variance | 149767.77 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 10.0% |
2 | 9 | 10.0% |
4 | 5 | 5.6% |
5 | 4 | 4.4% |
3 | 4 | 4.4% |
76 | 3 | 3.3% |
1 | 3 | 3.3% |
68 | 2 | 2.2% |
70 | 2 | 2.2% |
61 | 2 | 2.2% |
Other values (46) | 47 |
Value | Count | Frequency (%) |
0 | 9 | |
1 | 3 | 3.3% |
2 | 9 | |
3 | 4 | |
4 | 5 | |
5 | 4 | |
6 | 1 | 1.1% |
12 | 1 | 1.1% |
57 | 1 | 1.1% |
60 | 1 | 1.1% |
Value | Count | Frequency (%) |
1538 | 1 | |
1350 | 1 | |
1297 | 1 | |
1090 | 1 | |
1038 | 1 | |
979 | 1 | |
972 | 1 | |
953 | 1 | |
948 | 1 | |
880 | 1 |
광주서부경찰서
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 60 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 608.48889 |
Minimum | 0 |
---|---|
Maximum | 2971 |
Zeros | 6 |
Zeros (%) | 6.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 176 |
Q3 | 1118.75 |
95-th percentile | 2252.1 |
Maximum | 2971 |
Range | 2971 |
Interquartile range (IQR) | 1114.75 |
Descriptive statistics
Standard deviation | 803.94396 |
---|---|
Coefficient of variation (CV) | 1.3212139 |
Kurtosis | 0.77486735 |
Mean | 608.48889 |
Median Absolute Deviation (MAD) | 174 |
Skewness | 1.3225224 |
Sum | 54764 |
Variance | 646325.89 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 12 | 13.3% |
3 | 7 | 7.8% |
0 | 6 | 6.7% |
2 | 5 | 5.6% |
7 | 3 | 3.3% |
708 | 2 | 2.2% |
188 | 2 | 2.2% |
206 | 1 | 1.1% |
2971 | 1 | 1.1% |
198 | 1 | 1.1% |
Other values (50) | 50 |
Value | Count | Frequency (%) |
0 | 6 | |
2 | 5 | |
3 | 7 | |
4 | 12 | |
5 | 1 | 1.1% |
7 | 3 | 3.3% |
8 | 1 | 1.1% |
23 | 1 | 1.1% |
133 | 1 | 1.1% |
142 | 1 | 1.1% |
Value | Count | Frequency (%) |
2971 | 1 | |
2858 | 1 | |
2829 | 1 | |
2293 | 1 | |
2253 | 1 | |
2251 | 1 | |
2146 | 1 | |
2079 | 1 | |
2067 | 1 | |
2065 | 1 |
광주남부경찰서
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 62.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 285.21111 |
Minimum | 0 |
---|---|
Maximum | 1200 |
Zeros | 11 |
Zeros (%) | 12.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 3 |
median | 58.5 |
Q3 | 573 |
95-th percentile | 976.2 |
Maximum | 1200 |
Range | 1200 |
Interquartile range (IQR) | 570 |
Descriptive statistics
Standard deviation | 366.57389 |
---|---|
Coefficient of variation (CV) | 1.2852721 |
Kurtosis | -0.46516464 |
Mean | 285.21111 |
Median Absolute Deviation (MAD) | 58.5 |
Skewness | 0.99033718 |
Sum | 25669 |
Variance | 134376.42 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 11 | 12.2% |
3 | 10 | 11.1% |
1 | 9 | 10.0% |
51 | 3 | 3.3% |
4 | 3 | 3.3% |
2 | 2 | 2.2% |
68 | 2 | 2.2% |
60 | 2 | 2.2% |
1200 | 1 | 1.1% |
71 | 1 | 1.1% |
Other values (46) | 46 |
Value | Count | Frequency (%) |
0 | 11 | |
1 | 9 | |
2 | 2 | 2.2% |
3 | 10 | |
4 | 3 | 3.3% |
5 | 1 | 1.1% |
47 | 1 | 1.1% |
51 | 3 | 3.3% |
52 | 1 | 1.1% |
54 | 1 | 1.1% |
Value | Count | Frequency (%) |
1200 | 1 | |
1108 | 1 | |
1107 | 1 | |
1078 | 1 | |
1014 | 1 | |
930 | 1 | |
916 | 1 | |
904 | 1 | |
900 | 1 | |
898 | 1 |
광주북부경찰서
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 68 |
---|---|
Distinct (%) | 75.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 690.22222 |
Minimum | 0 |
---|---|
Maximum | 3066 |
Zeros | 3 |
Zeros (%) | 3.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 942.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 6 |
median | 165.5 |
Q3 | 1359 |
95-th percentile | 2360.1 |
Maximum | 3066 |
Range | 3066 |
Interquartile range (IQR) | 1353 |
Descriptive statistics
Standard deviation | 878.02535 |
---|---|
Coefficient of variation (CV) | 1.2720908 |
Kurtosis | -0.18127237 |
Mean | 690.22222 |
Median Absolute Deviation (MAD) | 163.5 |
Skewness | 1.049584 |
Sum | 62120 |
Variance | 770928.51 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 6 | 6.7% |
6 | 5 | 5.6% |
2 | 4 | 4.4% |
5 | 4 | 4.4% |
1 | 3 | 3.3% |
0 | 3 | 3.3% |
15 | 2 | 2.2% |
4 | 2 | 2.2% |
217 | 2 | 2.2% |
1416 | 1 | 1.1% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
0 | 3 | |
1 | 3 | |
2 | 4 | |
3 | 6 | |
4 | 2 | 2.2% |
5 | 4 | |
6 | 5 | |
7 | 1 | 1.1% |
9 | 1 | 1.1% |
10 | 1 | 1.1% |
Value | Count | Frequency (%) |
3066 | 1 | |
2863 | 1 | |
2730 | 1 | |
2627 | 1 | |
2388 | 1 | |
2326 | 1 | |
2176 | 1 | |
2170 | 1 | |
2131 | 1 | |
2087 | 1 |
연도 | 범죄유형 | 구분 | 광주경찰청 | 광주광산경찰서 | 광주동부경찰서 | 광주서부경찰서 | 광주남부경찰서 | 광주북부경찰서 | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
범죄유형 | 0.000 | 1.000 | 0.000 | 0.752 | 0.911 | 0.923 | 0.792 | 0.810 | 0.797 |
구분 | 0.000 | 0.000 | 1.000 | 0.414 | 0.309 | 0.272 | 0.479 | 0.583 | 0.634 |
광주경찰청 | 0.000 | 0.752 | 0.414 | 1.000 | 0.715 | 0.715 | 0.640 | 0.577 | 0.496 |
광주광산경찰서 | 0.000 | 0.911 | 0.309 | 0.715 | 1.000 | 0.945 | 0.858 | 0.891 | 0.873 |
광주동부경찰서 | 0.000 | 0.923 | 0.272 | 0.715 | 0.945 | 1.000 | 0.907 | 0.875 | 0.865 |
광주서부경찰서 | 0.000 | 0.792 | 0.479 | 0.640 | 0.858 | 0.907 | 1.000 | 0.916 | 0.884 |
광주남부경찰서 | 0.000 | 0.810 | 0.583 | 0.577 | 0.891 | 0.875 | 0.916 | 1.000 | 0.975 |
광주북부경찰서 | 0.000 | 0.797 | 0.634 | 0.496 | 0.873 | 0.865 | 0.884 | 0.975 | 1.000 |
범죄유형 | 구분 | |
---|---|---|
범죄유형 | 1.000 | 0.000 |
구분 | 0.000 | 1.000 |
연도 | 광주경찰청 | 광주광산경찰서 | 광주동부경찰서 | 광주서부경찰서 | 광주남부경찰서 | 광주북부경찰서 | 범죄유형 | 구분 | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.066 | -0.004 | -0.127 | -0.124 | -0.026 | -0.155 | 0.000 | 0.000 |
광주경찰청 | -0.066 | 1.000 | 0.364 | 0.359 | 0.373 | 0.358 | 0.344 | 0.396 | 0.246 |
광주광산경찰서 | -0.004 | 0.364 | 1.000 | 0.938 | 0.939 | 0.949 | 0.924 | 0.590 | 0.183 |
광주동부경찰서 | -0.127 | 0.359 | 0.938 | 1.000 | 0.967 | 0.927 | 0.968 | 0.612 | 0.158 |
광주서부경찰서 | -0.124 | 0.373 | 0.939 | 0.967 | 1.000 | 0.945 | 0.977 | 0.634 | 0.336 |
광주남부경찰서 | -0.026 | 0.358 | 0.949 | 0.927 | 0.945 | 1.000 | 0.920 | 0.625 | 0.300 |
광주북부경찰서 | -0.155 | 0.344 | 0.924 | 0.968 | 0.977 | 0.920 | 1.000 | 0.606 | 0.339 |
범죄유형 | 0.000 | 0.396 | 0.590 | 0.612 | 0.634 | 0.625 | 0.606 | 1.000 | 0.000 |
구분 | 0.000 | 0.246 | 0.183 | 0.158 | 0.336 | 0.300 | 0.339 | 0.000 | 1.000 |
연도 | 범죄유형 | 구분 | 광주경찰청 | 광주광산경찰서 | 광주동부경찰서 | 광주서부경찰서 | 광주남부경찰서 | 광주북부경찰서 | |
---|---|---|---|---|---|---|---|---|---|
0 | 2022 | 살인 | 발생건수 | 0 | 3 | 0 | 0 | 0 | 0 |
1 | 2022 | 살인 | 검거건수 | 0 | 3 | 0 | 0 | 1 | 0 |
2 | 2022 | 살인 | 검거인원 | 0 | 5 | 0 | 0 | 2 | 0 |
3 | 2022 | 강도 | 발생건수 | 0 | 1 | 2 | 2 | 3 | 2 |
4 | 2022 | 강도 | 검거건수 | 0 | 1 | 2 | 2 | 3 | 2 |
5 | 2022 | 강도 | 검거인원 | 0 | 1 | 1 | 2 | 3 | 2 |
6 | 2022 | 성범죄 | 발생건수 | 0 | 130 | 72 | 179 | 63 | 139 |
7 | 2022 | 성범죄 | 검거건수 | 80 | 117 | 61 | 144 | 51 | 115 |
8 | 2022 | 성범죄 | 검거인원 | 86 | 140 | 68 | 163 | 54 | 124 |
9 | 2022 | 절도 | 발생건수 | 0 | 1299 | 610 | 1123 | 561 | 1614 |
연도 | 범죄유형 | 구분 | 광주경찰청 | 광주광산경찰서 | 광주동부경찰서 | 광주서부경찰서 | 광주남부경찰서 | 광주북부경찰서 | |
---|---|---|---|---|---|---|---|---|---|
80 | 2017 | 강도 | 검거인원 | 1 | 22 | 4 | 23 | 5 | 6 |
81 | 2017 | 성범죄 | 발생건수 | 0 | 169 | 77 | 196 | 68 | 215 |
82 | 2017 | 성범죄 | 검거건수 | 91 | 144 | 70 | 172 | 51 | 204 |
83 | 2017 | 성범죄 | 검거인원 | 105 | 148 | 76 | 188 | 47 | 260 |
84 | 2017 | 절도 | 발생건수 | 0 | 927 | 624 | 1142 | 577 | 1546 |
85 | 2017 | 절도 | 검거건수 | 0 | 660 | 470 | 708 | 522 | 1127 |
86 | 2017 | 절도 | 검거인원 | 0 | 594 | 483 | 708 | 363 | 898 |
87 | 2017 | 폭력 | 발생건수 | 0 | 1909 | 1090 | 2293 | 898 | 2176 |
88 | 2017 | 폭력 | 검거건수 | 37 | 1702 | 953 | 2065 | 799 | 1997 |
89 | 2017 | 폭력 | 검거인원 | 149 | 2390 | 1538 | 2971 | 1107 | 2863 |