Dataset statistics
Number of variables | 2 |
---|---|
Number of observations | 1329 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 23.5 KiB |
Average record size in memory | 18.1 B |
Variable types
Numeric | 2 |
---|
Dataset
Description | 한국기술교육대학교 온라인평생교육원 스마트 직업훈련 플랫폼 (STEP)에 대한 학습자 그룹 관련 내용을 제공합니다. |
---|---|
Author | 한국기술교육대학교 |
URL | https://www.data.go.kr/data/15091064/fileData.do |
Reproduction
Analysis started | 2023-12-12 13:07:20.093228 |
---|---|
Analysis finished | 2023-12-12 13:07:20.638201 |
Duration | 0.54 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
그룹ID
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 1329 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2165.7524 |
Minimum | 8 |
---|---|
Maximum | 4165 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 11.8 KiB |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 374.2 |
Q1 | 1171 |
median | 2167 |
Q3 | 3163 |
95-th percentile | 3959.8 |
Maximum | 4165 |
Range | 4157 |
Interquartile range (IQR) | 1992 |
Descriptive statistics
Standard deviation | 1153.629 |
---|---|
Coefficient of variation (CV) | 0.53266892 |
Kurtosis | -1.189058 |
Mean | 2165.7524 |
Median Absolute Deviation (MAD) | 996 |
Skewness | -0.0071414363 |
Sum | 2878285 |
Variance | 1330859.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 1 | 0.1% |
3202 | 1 | 0.1% |
3196 | 1 | 0.1% |
3193 | 1 | 0.1% |
3190 | 1 | 0.1% |
3187 | 1 | 0.1% |
3184 | 1 | 0.1% |
3181 | 1 | 0.1% |
3178 | 1 | 0.1% |
3175 | 1 | 0.1% |
Other values (1319) | 1319 |
Value | Count | Frequency (%) |
8 | 1 | |
10 | 1 | |
12 | 1 | |
19 | 1 | |
22 | 1 | |
25 | 1 | |
28 | 1 | |
31 | 1 | |
34 | 1 | |
35 | 1 |
Value | Count | Frequency (%) |
4165 | 1 | |
4156 | 1 | |
4153 | 1 | |
4150 | 1 | |
4147 | 1 | |
4144 | 1 | |
4141 | 1 | |
4138 | 1 | |
4135 | 1 | |
4132 | 1 |
과정ID
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 107510.36 |
Minimum | 33796 |
---|---|
Maximum | 112555 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 11.8 KiB |
Quantile statistics
Minimum | 33796 |
---|---|
5-th percentile | 107959 |
Q1 | 107986 |
median | 108019 |
Q3 | 108034 |
95-th percentile | 108061 |
Maximum | 112555 |
Range | 78759 |
Interquartile range (IQR) | 48 |
Descriptive statistics
Standard deviation | 5656.7683 |
---|---|
Coefficient of variation (CV) | 0.05261603 |
Kurtosis | 125.76143 |
Mean | 107510.36 |
Median Absolute Deviation (MAD) | 18 |
Skewness | -11.186113 |
Sum | 1.4288127 × 108 |
Variance | 31999027 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
108010 | 137 | 10.3% |
108016 | 137 | 10.3% |
108061 | 64 | 4.8% |
108037 | 59 | 4.4% |
108034 | 59 | 4.4% |
108046 | 59 | 4.4% |
108031 | 59 | 4.4% |
108028 | 59 | 4.4% |
108025 | 59 | 4.4% |
108022 | 59 | 4.4% |
Other values (37) | 578 |
Value | Count | Frequency (%) |
33796 | 3 | 0.2% |
48032 | 4 | 0.3% |
48072 | 2 | 0.2% |
57426 | 1 | 0.1% |
61677 | 1 | 0.1% |
107959 | 57 | |
107965 | 57 | |
107971 | 57 | |
107974 | 57 | |
107980 | 57 |
Value | Count | Frequency (%) |
112555 | 1 | |
108421 | 1 | |
108307 | 1 | |
108304 | 1 | |
108301 | 1 | |
108295 | 1 | |
108292 | 1 | |
108289 | 1 | |
108286 | 1 | |
108283 | 1 |
그룹ID | 과정ID | |
---|---|---|
그룹ID | 1.000 | 0.319 |
과정ID | 0.319 | 1.000 |
그룹ID | 과정ID | |
---|---|---|
그룹ID | 1.000 | 0.540 |
과정ID | 0.540 | 1.000 |
그룹ID | 과정ID | |
---|---|---|
0 | 8 | 33796 |
1 | 10 | 33796 |
2 | 12 | 33796 |
3 | 25 | 48032 |
4 | 28 | 48032 |
5 | 31 | 48032 |
6 | 34 | 48032 |
7 | 19 | 48072 |
8 | 22 | 48072 |
9 | 35 | 57426 |
그룹ID | 과정ID | |
---|---|---|
1319 | 4120 | 108283 |
1320 | 4144 | 108286 |
1321 | 4108 | 108289 |
1322 | 4111 | 108292 |
1323 | 4105 | 108295 |
1324 | 4132 | 108301 |
1325 | 4147 | 108304 |
1326 | 4150 | 108307 |
1327 | 4153 | 108421 |
1328 | 4165 | 112555 |