Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 23 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 960.0 B |
Average record size in memory | 41.7 B |
Variable types
Numeric | 4 |
---|
Dataset
Description | 한국산업표준 기본현황 및 표준활동에 대한 통계정보 : 형태별 한국산업규격 현황(연도,제품표준,방법표준,전달표준) |
---|---|
URL | https://www.data.go.kr/data/15065280/fileData.do |
연도 is highly overall correlated with 방법표준 | High correlation |
제품표준 is highly overall correlated with 전달표준 | High correlation |
방법표준 is highly overall correlated with 연도 and 1 other fields | High correlation |
전달표준 is highly overall correlated with 제품표준 and 1 other fields | High correlation |
연도 has unique values | Unique |
방법표준 has unique values | Unique |
전달표준 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 15:11:21.528115 |
---|---|
Analysis finished | 2023-12-12 15:11:23.659838 |
Duration | 2.13 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 |
제품표준
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 95.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6578 |
Minimum | 5714 |
---|---|
Maximum | 7642 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 5714 |
---|---|
5-th percentile | 5804.3 |
Q1 | 6010.5 |
median | 6119 |
Q3 | 7465.5 |
95-th percentile | 7627.9 |
Maximum | 7642 |
Range | 1928 |
Interquartile range (IQR) | 1455 |
Descriptive statistics
Standard deviation | 753.49163 |
---|---|
Coefficient of variation (CV) | 0.11454722 |
Kurtosis | -1.6680882 |
Mean | 6578 |
Median Absolute Deviation (MAD) | 303 |
Skewness | 0.49117634 |
Sum | 151294 |
Variance | 567749.64 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6020 | 2 | 8.7% |
5714 | 1 | 4.3% |
7622 | 1 | 4.3% |
6105 | 1 | 4.3% |
6065 | 1 | 4.3% |
6001 | 1 | 4.3% |
5953 | 1 | 4.3% |
5880 | 1 | 4.3% |
5816 | 1 | 4.3% |
6119 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
5714 | 1 | |
5803 | 1 | |
5816 | 1 | |
5880 | 1 | |
5953 | 1 | |
6001 | 1 | |
6020 | 2 | |
6065 | 1 | |
6097 | 1 | |
6105 | 1 |
Value | Count | Frequency (%) |
7642 | 1 | |
7628 | 1 | |
7627 | 1 | |
7622 | 1 | |
7581 | 1 | |
7550 | 1 | |
7381 | 1 | |
7263 | 1 | |
6861 | 1 | |
6422 | 1 |
방법표준
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7487.913 |
Minimum | 3106 |
---|---|
Maximum | 8727 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 3106 |
---|---|
5-th percentile | 3639.4 |
Q1 | 7693.5 |
median | 8000 |
Q3 | 8347.5 |
95-th percentile | 8652.8 |
Maximum | 8727 |
Range | 5621 |
Interquartile range (IQR) | 654 |
Descriptive statistics
Standard deviation | 1563.4582 |
---|---|
Coefficient of variation (CV) | 0.20879759 |
Kurtosis | 3.3270106 |
Mean | 7487.913 |
Median Absolute Deviation (MAD) | 384 |
Skewness | -2.0379783 |
Sum | 172222 |
Variance | 2444401.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3106 | 1 | 4.3% |
3500 | 1 | 4.3% |
8654 | 1 | 4.3% |
8496 | 1 | 4.3% |
8311 | 1 | 4.3% |
8205 | 1 | 4.3% |
8084 | 1 | 4.3% |
8000 | 1 | 4.3% |
7896 | 1 | 4.3% |
7799 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
3106 | 1 | |
3500 | 1 | |
4894 | 1 | |
6383 | 1 | |
7070 | 1 | |
7588 | 1 | |
7799 | 1 | |
7818 | 1 | |
7878 | 1 | |
7896 | 1 |
Value | Count | Frequency (%) |
8727 | 1 | |
8654 | 1 | |
8642 | 1 | |
8496 | 1 | |
8483 | 1 | |
8384 | 1 | |
8311 | 1 | |
8232 | 1 | |
8205 | 1 | |
8119 | 1 |
전달표준
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6225.3478 |
Minimum | 2025 |
---|---|
Maximum | 7780 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 2025 |
---|---|
5-th percentile | 2858.9 |
Q1 | 6401 |
median | 6517 |
Q3 | 6975 |
95-th percentile | 7638.3 |
Maximum | 7780 |
Range | 5755 |
Interquartile range (IQR) | 574 |
Descriptive statistics
Standard deviation | 1438.6684 |
---|---|
Coefficient of variation (CV) | 0.23109848 |
Kurtosis | 3.4785613 |
Mean | 6225.3478 |
Median Absolute Deviation (MAD) | 342 |
Skewness | -1.9053306 |
Sum | 143183 |
Variance | 2069766.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2025 | 1 | 4.3% |
2703 | 1 | 4.3% |
6677 | 1 | 4.3% |
6638 | 1 | 4.3% |
6585 | 1 | 4.3% |
6528 | 1 | 4.3% |
6470 | 1 | 4.3% |
6402 | 1 | 4.3% |
6437 | 1 | 4.3% |
6474 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
2025 | 1 | |
2703 | 1 | |
4262 | 1 | |
5209 | 1 | |
5934 | 1 | |
6400 | 1 | |
6402 | 1 | |
6432 | 1 | |
6437 | 1 | |
6470 | 1 |
Value | Count | Frequency (%) |
7780 | 1 | |
7654 | 1 | |
7497 | 1 | |
7360 | 1 | |
7249 | 1 | |
7091 | 1 | |
6859 | 1 | |
6677 | 1 | |
6638 | 1 | |
6585 | 1 |
연도 | 제품표준 | 방법표준 | 전달표준 | |
---|---|---|---|---|
연도 | 1.000 | 0.881 | 0.663 | 0.706 |
제품표준 | 0.881 | 1.000 | 0.723 | 0.933 |
방법표준 | 0.663 | 0.723 | 1.000 | 0.919 |
전달표준 | 0.706 | 0.933 | 0.919 | 1.000 |
연도 | 제품표준 | 방법표준 | 전달표준 | |
---|---|---|---|---|
연도 | 1.000 | -0.163 | 0.660 | 0.391 |
제품표준 | -0.163 | 1.000 | 0.457 | 0.720 |
방법표준 | 0.660 | 0.457 | 1.000 | 0.873 |
전달표준 | 0.391 | 0.720 | 0.873 | 1.000 |
연도 | 제품표준 | 방법표준 | 전달표준 | |
---|---|---|---|---|
0 | 2000 | 5714 | 3106 | 2025 |
1 | 2001 | 5803 | 3500 | 2703 |
2 | 2002 | 6020 | 4894 | 4262 |
3 | 2003 | 6422 | 6383 | 5209 |
4 | 2004 | 6861 | 7070 | 5934 |
5 | 2005 | 7263 | 7588 | 6400 |
6 | 2006 | 7381 | 7818 | 6859 |
7 | 2007 | 7550 | 8119 | 7091 |
8 | 2008 | 7581 | 8232 | 7249 |
9 | 2009 | 7628 | 8384 | 7360 |
연도 | 제품표준 | 방법표준 | 전달표준 | |
---|---|---|---|---|
13 | 2013 | 6097 | 7953 | 6432 |
14 | 2014 | 6124 | 7878 | 6517 |
15 | 2015 | 6119 | 7799 | 6474 |
16 | 2016 | 5816 | 7896 | 6437 |
17 | 2017 | 5880 | 8000 | 6402 |
18 | 2018 | 5953 | 8084 | 6470 |
19 | 2019 | 6001 | 8205 | 6528 |
20 | 2020 | 6020 | 8311 | 6585 |
21 | 2021 | 6065 | 8496 | 6638 |
22 | 2022 | 6105 | 8654 | 6677 |