Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 103 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 18 |
| Duplicate rows (%) | 17.5% |
| Total size in memory | 2.7 KiB |
| Average record size in memory | 27.3 B |
Variable types
| Numeric | 1 |
|---|---|
| Categorical | 1 |
| DateTime | 1 |
Dataset
| Description | 학교에서 진행하는 수업이외에 교원의 교외에서 수행한 업무 이력 관리를 위해 사용하는 데이터 중 개인정보를 제외한 년도, 학기, 처리일자 제공 |
|---|---|
| URL | https://www.data.go.kr/data/15093798/fileData.do |
| Dataset has 18 (17.5%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2023-12-12 18:19:24.985084 |
|---|---|
| Analysis finished | 2023-12-12 18:19:25.360969 |
| Duration | 0.38 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.2427 |
| Minimum | 2013 |
|---|---|
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2013 |
|---|---|
| 5-th percentile | 2013 |
| Q1 | 2014 |
| median | 2014 |
| Q3 | 2015 |
| 95-th percentile | 2016.9 |
| Maximum | 2018 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0888564 |
|---|---|
| Coefficient of variation (CV) | 0.00054057854 |
| Kurtosis | 1.3677167 |
| Mean | 2014.2427 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1266187 |
| Sum | 207467 |
| Variance | 1.1856082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2014 | 46 | |
| 2013 | 25 | |
| 2015 | 21 | |
| 2017 | 5 | 4.9% |
| 2016 | 5 | 4.9% |
| 2018 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 2013 | 25 | |
| 2014 | 46 | |
| 2015 | 21 | |
| 2016 | 5 | 4.9% |
| 2017 | 5 | 4.9% |
| 2018 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 2018 | 1 | 1.0% |
| 2017 | 5 | 4.9% |
| 2016 | 5 | 4.9% |
| 2015 | 21 | |
| 2014 | 46 | |
| 2013 | 25 |
학기
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 956.0 B |
| 3 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 53 | |
| 1 | 28 | |
| 2 | 22 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 53 | |
| 1 | 28 | |
| 2 | 22 |
처리일자
Date
| Distinct | 54 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 956.0 B |
| Minimum | 2013-04-30 00:00:00 |
|---|---|
| Maximum | 2019-05-21 00:00:00 |
Histogram with fixed size bins (bins=50)
| 년도 | 학기 | 처리일자 | |
|---|---|---|---|
| 년도 | 1.000 | 0.466 | 0.880 |
| 학기 | 0.466 | 1.000 | 0.989 |
| 처리일자 | 0.880 | 0.989 | 1.000 |
| 년도 | 학기 | |
|---|---|---|
| 년도 | 1.000 | 0.439 |
| 학기 | 0.439 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 년도 | 학기 | 처리일자 | |
|---|---|---|---|
| 0 | 2013 | 1 | 2013-04-30 |
| 1 | 2013 | 1 | 2013-06-21 |
| 2 | 2013 | 1 | 2013-08-08 |
| 3 | 2013 | 2 | 2013-08-09 |
| 4 | 2013 | 3 | 2013-11-07 |
| 5 | 2013 | 3 | 2013-11-12 |
| 6 | 2013 | 3 | 2013-12-03 |
| 7 | 2013 | 3 | 2013-12-03 |
| 8 | 2013 | 3 | 2013-12-03 |
| 9 | 2013 | 3 | 2013-12-06 |
| 년도 | 학기 | 처리일자 | |
|---|---|---|---|
| 93 | 2014 | 3 | 2018-10-05 |
| 94 | 2016 | 3 | 2018-10-05 |
| 95 | 2017 | 1 | 2018-10-05 |
| 96 | 2014 | 1 | 2018-10-05 |
| 97 | 2014 | 3 | 2018-10-05 |
| 98 | 2014 | 3 | 2018-10-05 |
| 99 | 2016 | 2 | 2018-10-05 |
| 100 | 2017 | 1 | 2018-10-05 |
| 101 | 2017 | 2 | 2019-05-21 |
| 102 | 2017 | 2 | 2019-05-21 |
Most frequently occurring
| 년도 | 학기 | 처리일자 | # duplicates | |
|---|---|---|---|---|
| 11 | 2014 | 3 | 2018-10-05 | 9 |
| 13 | 2015 | 2 | 2015-07-28 | 7 |
| 4 | 2014 | 1 | 2014-04-14 | 6 |
| 3 | 2013 | 3 | 2013-12-19 | 5 |
| 15 | 2016 | 3 | 2018-10-05 | 4 |
| 0 | 2013 | 3 | 2013-12-03 | 3 |
| 2 | 2013 | 3 | 2013-12-12 | 3 |
| 5 | 2014 | 1 | 2014-05-13 | 3 |
| 12 | 2015 | 1 | 2015-05-18 | 3 |
| 14 | 2015 | 2 | 2015-08-17 | 3 |