Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 44 |
Missing cells | 2 |
Missing cells (%) | 0.8% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.4 KiB |
Average record size in memory | 57.0 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 동부, 서부, 남부, 중부 광산안전사무소 관할 광산(전국)에서 발생한 광산 재해에 대하여 연도별로 정리한 재해 현황의 정보 제공 |
---|---|
URL | https://www.data.go.kr/data/15054409/fileData.do |
연도별 is highly overall correlated with 광산수 and 4 other fields | High correlation |
광산수 is highly overall correlated with 연도별 and 4 other fields | High correlation |
재해발생자수 is highly overall correlated with 연도별 and 4 other fields | High correlation |
사망 is highly overall correlated with 연도별 and 4 other fields | High correlation |
중상 is highly overall correlated with 연도별 and 4 other fields | High correlation |
경상 is highly overall correlated with 연도별 and 4 other fields | High correlation |
광산수 has 2 (4.5%) missing values | Missing |
연도별 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 12:54:49.670120 |
---|---|
Analysis finished | 2023-12-12 12:54:53.790696 |
Duration | 4.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도별
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 44 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2000.5 |
Minimum | 1979 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 1979 |
---|---|
5-th percentile | 1981.15 |
Q1 | 1989.75 |
median | 2000.5 |
Q3 | 2011.25 |
95-th percentile | 2019.85 |
Maximum | 2022 |
Range | 43 |
Interquartile range (IQR) | 21.5 |
Descriptive statistics
Standard deviation | 12.845233 |
---|---|
Coefficient of variation (CV) | 0.006421011 |
Kurtosis | -1.2 |
Mean | 2000.5 |
Median Absolute Deviation (MAD) | 11 |
Skewness | 0 |
Sum | 88022 |
Variance | 165 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1979 | 1 | 2.3% |
2002 | 1 | 2.3% |
2004 | 1 | 2.3% |
2005 | 1 | 2.3% |
2006 | 1 | 2.3% |
2007 | 1 | 2.3% |
2008 | 1 | 2.3% |
2009 | 1 | 2.3% |
2010 | 1 | 2.3% |
2011 | 1 | 2.3% |
Other values (34) | 34 |
Value | Count | Frequency (%) |
1979 | 1 | |
1980 | 1 | |
1981 | 1 | |
1982 | 1 | |
1983 | 1 | |
1984 | 1 | |
1985 | 1 | |
1986 | 1 | |
1987 | 1 | |
1988 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
광산수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 36 |
---|---|
Distinct (%) | 85.7% |
Missing | 2 |
Missing (%) | 4.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 588.57143 |
Minimum | 310 |
---|---|
Maximum | 1200 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 310 |
---|---|
5-th percentile | 331.25 |
Q1 | 384.25 |
median | 440 |
Q3 | 683.75 |
95-th percentile | 1176 |
Maximum | 1200 |
Range | 890 |
Interquartile range (IQR) | 299.5 |
Descriptive statistics
Standard deviation | 293.97156 |
---|---|
Coefficient of variation (CV) | 0.49946623 |
Kurtosis | -0.22967631 |
Mean | 588.57143 |
Median Absolute Deviation (MAD) | 67 |
Skewness | 1.1812816 |
Sum | 24720 |
Variance | 86419.275 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
378 | 3 | 6.8% |
439 | 2 | 4.5% |
371 | 2 | 4.5% |
422 | 2 | 4.5% |
416 | 2 | 4.5% |
492 | 1 | 2.3% |
472 | 1 | 2.3% |
464 | 1 | 2.3% |
451 | 1 | 2.3% |
441 | 1 | 2.3% |
Other values (26) | 26 | |
(Missing) | 2 | 4.5% |
Value | Count | Frequency (%) |
310 | 1 | 2.3% |
325 | 1 | 2.3% |
330 | 1 | 2.3% |
355 | 1 | 2.3% |
362 | 1 | 2.3% |
371 | 2 | |
375 | 1 | 2.3% |
378 | 3 | |
403 | 1 | 2.3% |
411 | 1 | 2.3% |
Value | Count | Frequency (%) |
1200 | 1 | |
1191 | 1 | |
1177 | 1 | |
1157 | 1 | |
1097 | 1 | |
1094 | 1 | |
1089 | 1 | |
1036 | 1 | |
958 | 1 | |
798 | 1 |
재해발생자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 88.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1840.3409 |
Minimum | 22 |
---|---|
Maximum | 6550 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 22 |
---|---|
5-th percentile | 26.9 |
Q1 | 46 |
median | 155.5 |
Q3 | 4399 |
95-th percentile | 6474.4 |
Maximum | 6550 |
Range | 6528 |
Interquartile range (IQR) | 4353 |
Descriptive statistics
Standard deviation | 2588.5321 |
---|---|
Coefficient of variation (CV) | 1.4065503 |
Kurtosis | -0.90113255 |
Mean | 1840.3409 |
Median Absolute Deviation (MAD) | 126.5 |
Skewness | 0.98407777 |
Sum | 80975 |
Variance | 6700498.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
32 | 3 | 6.8% |
57 | 2 | 4.5% |
34 | 2 | 4.5% |
59 | 2 | 4.5% |
63 | 1 | 2.3% |
139 | 1 | 2.3% |
88 | 1 | 2.3% |
65 | 1 | 2.3% |
42 | 1 | 2.3% |
43 | 1 | 2.3% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
22 | 1 | 2.3% |
24 | 1 | 2.3% |
26 | 1 | 2.3% |
32 | 3 | |
34 | 2 | |
37 | 1 | 2.3% |
42 | 1 | 2.3% |
43 | 1 | 2.3% |
47 | 1 | 2.3% |
54 | 1 | 2.3% |
Value | Count | Frequency (%) |
6550 | 1 | |
6529 | 1 | |
6508 | 1 | |
6284 | 1 | |
6216 | 1 | |
6050 | 1 | |
5883 | 1 | |
5879 | 1 | |
5776 | 1 | |
5467 | 1 |
사망
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 30 |
---|---|
Distinct (%) | 68.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 64.795455 |
Minimum | 1 |
---|---|
Maximum | 247 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4 |
Q1 | 6 |
median | 16 |
Q3 | 130.5 |
95-th percentile | 204.1 |
Maximum | 247 |
Range | 246 |
Interquartile range (IQR) | 124.5 |
Descriptive statistics
Standard deviation | 81.201323 |
---|---|
Coefficient of variation (CV) | 1.2531947 |
Kurtosis | -0.6351411 |
Mean | 64.795455 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 1.0222301 |
Sum | 2851 |
Variance | 6593.6549 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 4 | 9.1% |
6 | 4 | 9.1% |
5 | 4 | 9.1% |
7 | 2 | 4.5% |
193 | 2 | 4.5% |
9 | 2 | 4.5% |
90 | 2 | 4.5% |
17 | 2 | 4.5% |
247 | 1 | 2.3% |
15 | 1 | 2.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
1 | 1 | 2.3% |
3 | 1 | 2.3% |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 2 | |
9 | 2 | |
10 | 1 | 2.3% |
11 | 1 | 2.3% |
12 | 1 | 2.3% |
Value | Count | Frequency (%) |
247 | 1 | |
226 | 1 | |
205 | 1 | |
199 | 1 | |
193 | 2 | |
191 | 1 | |
190 | 1 | |
187 | 1 | |
173 | 1 | |
132 | 1 |
중상
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 88.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 838.02273 |
Minimum | 13 |
---|---|
Maximum | 2873 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 13 |
---|---|
5-th percentile | 15.15 |
Q1 | 23.5 |
median | 62.5 |
Q3 | 2196.75 |
95-th percentile | 2807.5 |
Maximum | 2873 |
Range | 2860 |
Interquartile range (IQR) | 2173.25 |
Descriptive statistics
Standard deviation | 1141.7863 |
---|---|
Coefficient of variation (CV) | 1.3624765 |
Kurtosis | -1.0681057 |
Mean | 838.02273 |
Median Absolute Deviation (MAD) | 48 |
Skewness | 0.90973266 |
Sum | 36873 |
Variance | 1303676 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24 | 3 | 6.8% |
25 | 2 | 4.5% |
19 | 2 | 4.5% |
16 | 2 | 4.5% |
29 | 1 | 2.3% |
56 | 1 | 2.3% |
38 | 1 | 2.3% |
28 | 1 | 2.3% |
18 | 1 | 2.3% |
14 | 1 | 2.3% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
13 | 1 | 2.3% |
14 | 1 | 2.3% |
15 | 1 | 2.3% |
16 | 2 | |
17 | 1 | 2.3% |
18 | 1 | 2.3% |
19 | 2 | |
20 | 1 | 2.3% |
22 | 1 | 2.3% |
24 | 3 |
Value | Count | Frequency (%) |
2873 | 1 | |
2822 | 1 | |
2809 | 1 | |
2799 | 1 | |
2708 | 1 | |
2605 | 1 | |
2556 | 1 | |
2545 | 1 | |
2493 | 1 | |
2459 | 1 |
경상
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 40 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 983.22727 |
Minimum | 4 |
---|---|
Maximum | 3757 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 528.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 10.15 |
Q1 | 23.5 |
median | 64 |
Q3 | 2167.5 |
95-th percentile | 3562.9 |
Maximum | 3757 |
Range | 3753 |
Interquartile range (IQR) | 2144 |
Descriptive statistics
Standard deviation | 1433.2191 |
---|---|
Coefficient of variation (CV) | 1.4576681 |
Kurtosis | -0.74655048 |
Mean | 983.22727 |
Median Absolute Deviation (MAD) | 52.5 |
Skewness | 1.0514827 |
Sum | 43262 |
Variance | 2054116.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26 | 3 | 6.8% |
11 | 2 | 4.5% |
13 | 2 | 4.5% |
3361 | 1 | 2.3% |
29 | 1 | 2.3% |
44 | 1 | 2.3% |
40 | 1 | 2.3% |
39 | 1 | 2.3% |
22 | 1 | 2.3% |
28 | 1 | 2.3% |
Other values (30) | 30 |
Value | Count | Frequency (%) |
4 | 1 | |
5 | 1 | |
10 | 1 | |
11 | 2 | |
12 | 1 | |
13 | 2 | |
15 | 1 | |
19 | 1 | |
22 | 1 | |
24 | 1 |
Value | Count | Frequency (%) |
3757 | 1 | |
3671 | 1 | |
3565 | 1 | |
3551 | 1 | |
3388 | 1 | |
3361 | 1 | |
3271 | 1 | |
3240 | 1 | |
3172 | 1 | |
2946 | 1 |
연도별 | 광산수 | 재해발생자수 | 사망 | 중상 | 경상 | |
---|---|---|---|---|---|---|
연도별 | 1.000 | 0.817 | 0.569 | 0.731 | 0.638 | 0.646 |
광산수 | 0.817 | 1.000 | 0.820 | 0.873 | 0.824 | 0.879 |
재해발생자수 | 0.569 | 0.820 | 1.000 | 0.851 | 0.999 | 0.947 |
사망 | 0.731 | 0.873 | 0.851 | 1.000 | 0.850 | 0.814 |
중상 | 0.638 | 0.824 | 0.999 | 0.850 | 1.000 | 0.947 |
경상 | 0.646 | 0.879 | 0.947 | 0.814 | 0.947 | 1.000 |
연도별 | 광산수 | 재해발생자수 | 사망 | 중상 | 경상 | |
---|---|---|---|---|---|---|
연도별 | 1.000 | -0.744 | -0.968 | -0.933 | -0.935 | -0.981 |
광산수 | -0.744 | 1.000 | 0.744 | 0.643 | 0.698 | 0.751 |
재해발생자수 | -0.968 | 0.744 | 1.000 | 0.938 | 0.983 | 0.991 |
사망 | -0.933 | 0.643 | 0.938 | 1.000 | 0.936 | 0.939 |
중상 | -0.935 | 0.698 | 0.983 | 0.936 | 1.000 | 0.963 |
경상 | -0.981 | 0.751 | 0.991 | 0.939 | 0.963 | 1.000 |
연도별 | 광산수 | 재해발생자수 | 사망 | 중상 | 경상 | |
---|---|---|---|---|---|---|
0 | 1979 | <NA> | 5776 | 247 | 2493 | 3361 |
1 | 1980 | <NA> | 6529 | 187 | 2708 | 3757 |
2 | 1981 | 1036 | 6550 | 226 | 2809 | 3671 |
3 | 1982 | 1094 | 5879 | 199 | 2545 | 3240 |
4 | 1983 | 1097 | 5467 | 190 | 2459 | 2946 |
5 | 1984 | 1200 | 5883 | 193 | 2556 | 3271 |
6 | 1985 | 1191 | 6216 | 205 | 2605 | 3551 |
7 | 1986 | 1177 | 6508 | 193 | 2873 | 3565 |
8 | 1987 | 1157 | 6284 | 191 | 2799 | 3388 |
9 | 1988 | 1089 | 6050 | 173 | 2822 | 3172 |
연도별 | 광산수 | 재해발생자수 | 사망 | 중상 | 경상 | |
---|---|---|---|---|---|---|
34 | 2013 | 416 | 57 | 6 | 27 | 24 |
35 | 2014 | 371 | 32 | 4 | 17 | 13 |
36 | 2015 | 378 | 32 | 5 | 16 | 11 |
37 | 2016 | 362 | 37 | 6 | 19 | 15 |
38 | 2017 | 375 | 26 | 5 | 15 | 12 |
39 | 2018 | 355 | 32 | 7 | 20 | 10 |
40 | 2019 | 330 | 34 | 4 | 22 | 13 |
41 | 2020 | 310 | 22 | 6 | 13 | 4 |
42 | 2021 | 325 | 24 | 3 | 16 | 5 |
43 | 2022 | 477 | 34 | 4 | 19 | 11 |