Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 23 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.3 KiB |
Average record size in memory | 59.7 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 한국산업표준 기본현황 및 표준활동에 대한 통계정보 : 연도별 한국산업표준(KS) 현황 (연도,제정,개정,확인,폐지,보유표준수) |
---|---|
URL | https://www.data.go.kr/data/15065278/fileData.do |
연도 is highly overall correlated with 제정 and 1 other fields | High correlation |
제정 is highly overall correlated with 연도 | High correlation |
확인 is highly overall correlated with 연도 and 1 other fields | High correlation |
보유표준수 is highly overall correlated with 확인 | High correlation |
연도 has unique values | Unique |
제정 has unique values | Unique |
확인 has unique values | Unique |
보유표준수 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 22:15:36.494233 |
---|---|
Analysis finished | 2023-12-12 22:15:39.928413 |
Duration | 3.43 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2011 |
Minimum | 2000 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 2000 |
---|---|
5-th percentile | 2001.1 |
Q1 | 2005.5 |
median | 2011 |
Q3 | 2016.5 |
95-th percentile | 2020.9 |
Maximum | 2022 |
Range | 22 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 6.78233 |
---|---|
Coefficient of variation (CV) | 0.0033726156 |
Kurtosis | -1.2 |
Mean | 2011 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 46253 |
Variance | 46 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2000 | 1 | 4.3% |
2001 | 1 | 4.3% |
2022 | 1 | 4.3% |
2021 | 1 | 4.3% |
2020 | 1 | 4.3% |
2019 | 1 | 4.3% |
2018 | 1 | 4.3% |
2017 | 1 | 4.3% |
2016 | 1 | 4.3% |
2015 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 | |
2009 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
제정
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 879 |
Minimum | 170 |
---|---|
Maximum | 3616 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 170 |
---|---|
5-th percentile | 191 |
Q1 | 348.5 |
median | 469 |
Q3 | 988.5 |
95-th percentile | 3026.6 |
Maximum | 3616 |
Range | 3446 |
Interquartile range (IQR) | 640 |
Descriptive statistics
Standard deviation | 922.60087 |
---|---|
Coefficient of variation (CV) | 1.0496028 |
Kurtosis | 3.5969733 |
Mean | 879 |
Median Absolute Deviation (MAD) | 159 |
Skewness | 2.0153907 |
Sum | 20217 |
Variance | 851192.36 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
290 | 1 | 4.3% |
1343 | 1 | 4.3% |
356 | 1 | 4.3% |
469 | 1 | 4.3% |
310 | 1 | 4.3% |
364 | 1 | 4.3% |
441 | 1 | 4.3% |
341 | 1 | 4.3% |
311 | 1 | 4.3% |
170 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
170 | 1 | |
180 | 1 | |
290 | 1 | |
310 | 1 | |
311 | 1 | |
341 | 1 | |
356 | 1 | |
361 | 1 | |
364 | 1 | |
411 | 1 |
Value | Count | Frequency (%) |
3616 | 1 | |
3142 | 1 | |
1988 | 1 | |
1656 | 1 | |
1343 | 1 | |
995 | 1 | |
982 | 1 | |
916 | 1 | |
567 | 1 | |
525 | 1 |
개정
Real number (ℝ)
Distinct | 22 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1444.6957 |
Minimum | 427 |
---|---|
Maximum | 2558 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 427 |
---|---|
5-th percentile | 860.7 |
Q1 | 1208.5 |
median | 1482 |
Q3 | 1616.5 |
95-th percentile | 2143 |
Maximum | 2558 |
Range | 2131 |
Interquartile range (IQR) | 408 |
Descriptive statistics
Standard deviation | 443.53153 |
---|---|
Coefficient of variation (CV) | 0.3070069 |
Kurtosis | 1.4723117 |
Mean | 1444.6957 |
Median Absolute Deviation (MAD) | 164 |
Skewness | 0.2187747 |
Sum | 33228 |
Variance | 196720.22 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1518 | 2 | 8.7% |
427 | 1 | 4.3% |
847 | 1 | 4.3% |
1587 | 1 | 4.3% |
1646 | 1 | 4.3% |
1325 | 1 | 4.3% |
1356 | 1 | 4.3% |
1392 | 1 | 4.3% |
1407 | 1 | 4.3% |
1482 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
427 | 1 | |
847 | 1 | |
984 | 1 | |
1029 | 1 | |
1050 | 1 | |
1092 | 1 | |
1325 | 1 | |
1356 | 1 | |
1392 | 1 | |
1407 | 1 |
Value | Count | Frequency (%) |
2558 | 1 | |
2171 | 1 | |
1891 | 1 | |
1810 | 1 | |
1694 | 1 | |
1646 | 1 | |
1587 | 1 | |
1518 | 2 | |
1510 | 1 | |
1508 | 1 |
확인
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2343.2609 |
Minimum | 600 |
---|---|
Maximum | 4681 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 600 |
---|---|
5-th percentile | 705.3 |
Q1 | 1621.5 |
median | 2323 |
Q3 | 3134.5 |
95-th percentile | 3652.6 |
Maximum | 4681 |
Range | 4081 |
Interquartile range (IQR) | 1513 |
Descriptive statistics
Standard deviation | 1060.2668 |
---|---|
Coefficient of variation (CV) | 0.45247492 |
Kurtosis | -0.38402122 |
Mean | 2343.2609 |
Median Absolute Deviation (MAD) | 769 |
Skewness | 0.12394521 |
Sum | 53895 |
Variance | 1124165.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1456 | 1 | 4.3% |
1554 | 1 | 4.3% |
3227 | 1 | 4.3% |
2942 | 1 | 4.3% |
2068 | 1 | 4.3% |
2549 | 1 | 4.3% |
2733 | 1 | 4.3% |
3505 | 1 | 4.3% |
1963 | 1 | 4.3% |
1689 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
600 | 1 | |
702 | 1 | |
735 | 1 | |
1108 | 1 | |
1456 | 1 | |
1554 | 1 | |
1689 | 1 | |
1963 | 1 | |
2010 | 1 | |
2059 | 1 |
Value | Count | Frequency (%) |
4681 | 1 | |
3669 | 1 | |
3505 | 1 | |
3441 | 1 | |
3351 | 1 | |
3227 | 1 | |
3042 | 1 | |
2942 | 1 | |
2733 | 1 | |
2549 | 1 |
폐지
Real number (ℝ)
Distinct | 22 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 407.73913 |
Minimum | 41 |
---|---|
Maximum | 3827 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 41 |
---|---|
5-th percentile | 110.1 |
Q1 | 137 |
median | 208 |
Q3 | 301 |
95-th percentile | 905.9 |
Maximum | 3827 |
Range | 3786 |
Interquartile range (IQR) | 164 |
Descriptive statistics
Standard deviation | 768.92867 |
---|---|
Coefficient of variation (CV) | 1.8858349 |
Kurtosis | 19.928455 |
Mean | 407.73913 |
Median Absolute Deviation (MAD) | 78 |
Skewness | 4.3660388 |
Sum | 9378 |
Variance | 591251.29 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
137 | 2 | 8.7% |
41 | 1 | 4.3% |
319 | 1 | 4.3% |
130 | 1 | 4.3% |
176 | 1 | 4.3% |
127 | 1 | 4.3% |
216 | 1 | 4.3% |
208 | 1 | 4.3% |
554 | 1 | 4.3% |
298 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
41 | 1 | |
110 | 1 | |
111 | 1 | |
127 | 1 | |
130 | 1 | |
137 | 2 | |
176 | 1 | |
181 | 1 | |
182 | 1 | |
188 | 1 |
Value | Count | Frequency (%) |
3827 | 1 | |
945 | 1 | |
554 | 1 | |
446 | 1 | |
319 | 1 | |
304 | 1 | |
298 | 1 | |
270 | 1 | |
257 | 1 | |
216 | 1 |
보유표준수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20291.304 |
Minimum | 10845 |
---|---|
Maximum | 24129 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 10845 |
---|---|
5-th percentile | 12323 |
Q1 | 20215.5 |
median | 20734 |
Q3 | 22409 |
95-th percentile | 23892.9 |
Maximum | 24129 |
Range | 13284 |
Interquartile range (IQR) | 2193.5 |
Descriptive statistics
Standard deviation | 3428.5833 |
---|---|
Coefficient of variation (CV) | 0.16896811 |
Kurtosis | 2.6384591 |
Mean | 20291.304 |
Median Absolute Deviation (MAD) | 869 |
Skewness | -1.6570185 |
Sum | 466700 |
Variance | 11755183 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10845 | 1 | 4.3% |
12006 | 1 | 4.3% |
21436 | 1 | 4.3% |
21199 | 1 | 4.3% |
20916 | 1 | 4.3% |
20734 | 1 | 4.3% |
20507 | 1 | 4.3% |
20282 | 1 | 4.3% |
20149 | 1 | 4.3% |
20392 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
10845 | 1 | |
12006 | 1 | |
15176 | 1 | |
18014 | 1 | |
19865 | 1 | |
20149 | 1 | |
20282 | 1 | |
20392 | 1 | |
20482 | 1 | |
20507 | 1 |
Value | Count | Frequency (%) |
24129 | 1 | |
23923 | 1 | |
23622 | 1 | |
23372 | 1 | |
23062 | 1 | |
22760 | 1 | |
22058 | 1 | |
21436 | 1 | |
21251 | 1 | |
21199 | 1 |
연도 | 제정 | 개정 | 확인 | 폐지 | 보유표준수 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.586 | 0.641 | 0.447 | 0.473 | 0.709 |
제정 | 0.586 | 1.000 | 0.768 | 0.762 | 0.000 | 0.944 |
개정 | 0.641 | 0.768 | 1.000 | 0.000 | 0.978 | 0.213 |
확인 | 0.447 | 0.762 | 0.000 | 1.000 | 0.476 | 0.719 |
폐지 | 0.473 | 0.000 | 0.978 | 0.476 | 1.000 | 0.000 |
보유표준수 | 0.709 | 0.944 | 0.213 | 0.719 | 0.000 | 1.000 |
연도 | 제정 | 개정 | 확인 | 폐지 | 보유표준수 | |
---|---|---|---|---|---|---|
연도 | 1.000 | -0.581 | 0.050 | 0.550 | -0.046 | 0.284 |
제정 | -0.581 | 1.000 | 0.415 | -0.428 | 0.222 | -0.023 |
개정 | 0.050 | 0.415 | 1.000 | 0.079 | 0.376 | 0.181 |
확인 | 0.550 | -0.428 | 0.079 | 1.000 | -0.075 | 0.607 |
폐지 | -0.046 | 0.222 | 0.376 | -0.075 | 1.000 | -0.191 |
보유표준수 | 0.284 | -0.023 | 0.181 | 0.607 | -0.191 | 1.000 |
연도 | 제정 | 개정 | 확인 | 폐지 | 보유표준수 | |
---|---|---|---|---|---|---|
0 | 2000 | 290 | 427 | 1456 | 41 | 10845 |
1 | 2001 | 1343 | 1426 | 1554 | 182 | 12006 |
2 | 2002 | 3616 | 1810 | 1108 | 446 | 15176 |
3 | 2003 | 3142 | 1518 | 600 | 304 | 18014 |
4 | 2004 | 1988 | 1029 | 702 | 137 | 19865 |
5 | 2005 | 1656 | 1092 | 735 | 270 | 21251 |
6 | 2006 | 995 | 1694 | 2059 | 188 | 22058 |
7 | 2007 | 916 | 2558 | 3351 | 214 | 22760 |
8 | 2008 | 483 | 1891 | 3042 | 181 | 23062 |
9 | 2009 | 567 | 1508 | 2323 | 257 | 23372 |
연도 | 제정 | 개정 | 확인 | 폐지 | 보유표준수 | |
---|---|---|---|---|---|---|
13 | 2013 | 180 | 847 | 3669 | 3827 | 20482 |
14 | 2014 | 982 | 2171 | 2010 | 945 | 20520 |
15 | 2015 | 170 | 1510 | 1689 | 298 | 20392 |
16 | 2016 | 311 | 1482 | 1963 | 554 | 20149 |
17 | 2017 | 341 | 1407 | 3505 | 208 | 20282 |
18 | 2018 | 441 | 1392 | 2733 | 216 | 20507 |
19 | 2019 | 364 | 1356 | 2549 | 137 | 20734 |
20 | 2020 | 310 | 1325 | 2068 | 127 | 20916 |
21 | 2021 | 469 | 1646 | 2942 | 176 | 21199 |
22 | 2022 | 356 | 1587 | 3227 | 130 | 21436 |