Dataset statistics
| Number of variables | 4 |
|---|---|
| Number of observations | 120 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 40 |
| Duplicate rows (%) | 33.3% |
| Total size in memory | 4.2 KiB |
| Average record size in memory | 36.1 B |
Variable types
| Categorical | 3 |
|---|---|
| DateTime | 1 |
Dataset
| Description | 학교 수업중 프로젝트 교과와 관련하여 사용하는 데이터로 프로젝트 평가를 위해 사용하는 여러값 중 년도, 학기, 중분류코드, 처리일자를 제공 |
|---|---|
| URL | https://www.data.go.kr/data/15093787/fileData.do |
| Dataset has 40 (33.3%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2023-12-12 13:41:09.591954 |
|---|---|
| Analysis finished | 2023-12-12 13:41:09.876660 |
| Duration | 0.28 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 2017 | |
|---|---|
| 2018 | |
| 2019 | |
| 2016 | |
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2016 |
Common Values
| Value | Count | Frequency (%) |
| 2017 | 36 | |
| 2018 | 36 | |
| 2019 | 24 | |
| 2016 | 12 | 10.0% |
| 2020 | 12 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2017 | 36 | |
| 2018 | 36 | |
| 2019 | 24 | |
| 2016 | 12 | 10.0% |
| 2020 | 12 | 10.0% |
학기
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 48 | |
| 3 | 36 | |
| 2 | 36 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 48 | |
| 3 | 36 | |
| 2 | 36 |
중분류코드
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 4 | |
| 5 |
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 | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2 | 30 | |
| 3 | 30 | |
| 4 | 20 | |
| 5 | 10 | 8.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 2 | 30 | |
| 3 | 30 | |
| 4 | 20 | |
| 5 | 10 | 8.3% |
처리일자
Date
| Distinct | 10 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| Minimum | 2017-02-21 00:00:00 |
|---|---|
| Maximum | 2020-06-04 00:00:00 |
Histogram with fixed size bins (bins=10)
| 년도 | 학기 | 중분류코드 | 처리일자 | |
|---|---|---|---|---|
| 년도 | 1.000 | 0.527 | 0.000 | 1.000 |
| 학기 | 0.527 | 1.000 | 0.000 | 1.000 |
| 중분류코드 | 0.000 | 0.000 | 1.000 | 0.000 |
| 처리일자 | 1.000 | 1.000 | 0.000 | 1.000 |
| 중분류코드 | 학기 | 년도 | |
|---|---|---|---|
| 중분류코드 | 1.000 | 0.000 | 0.000 |
| 학기 | 0.000 | 1.000 | 0.462 |
| 년도 | 0.000 | 0.462 | 1.000 |
| 년도 | 학기 | 중분류코드 | |
|---|---|---|---|
| 년도 | 1.000 | 0.462 | 0.000 |
| 학기 | 0.462 | 1.000 | 0.000 |
| 중분류코드 | 0.000 | 0.000 | 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 | 중분류코드 | 처리일자 | |
|---|---|---|---|---|
| 0 | 2016 | 3 | 1 | 2017-02-21 |
| 1 | 2016 | 3 | 1 | 2017-02-21 |
| 2 | 2016 | 3 | 1 | 2017-02-21 |
| 3 | 2016 | 3 | 2 | 2017-02-21 |
| 4 | 2016 | 3 | 2 | 2017-02-21 |
| 5 | 2016 | 3 | 2 | 2017-02-21 |
| 6 | 2016 | 3 | 3 | 2017-02-21 |
| 7 | 2016 | 3 | 3 | 2017-02-21 |
| 8 | 2016 | 3 | 3 | 2017-02-21 |
| 9 | 2016 | 3 | 4 | 2017-02-21 |
| 년도 | 학기 | 중분류코드 | 처리일자 | |
|---|---|---|---|---|
| 110 | 2020 | 1 | 1 | 2020-06-04 |
| 111 | 2020 | 1 | 2 | 2020-06-04 |
| 112 | 2020 | 1 | 2 | 2020-06-04 |
| 113 | 2020 | 1 | 2 | 2020-06-04 |
| 114 | 2020 | 1 | 3 | 2020-06-04 |
| 115 | 2020 | 1 | 3 | 2020-06-04 |
| 116 | 2020 | 1 | 3 | 2020-06-04 |
| 117 | 2020 | 1 | 4 | 2020-06-04 |
| 118 | 2020 | 1 | 4 | 2020-06-04 |
| 119 | 2020 | 1 | 5 | 2020-06-04 |
Most frequently occurring
| 년도 | 학기 | 중분류코드 | 처리일자 | # duplicates | |
|---|---|---|---|---|---|
| 0 | 2016 | 3 | 1 | 2017-02-21 | 3 |
| 1 | 2016 | 3 | 2 | 2017-02-21 | 3 |
| 2 | 2016 | 3 | 3 | 2017-02-21 | 3 |
| 4 | 2017 | 1 | 1 | 2017-03-07 | 3 |
| 5 | 2017 | 1 | 2 | 2017-03-07 | 3 |
| 6 | 2017 | 1 | 3 | 2017-03-07 | 3 |
| 8 | 2017 | 2 | 1 | 2017-07-06 | 3 |
| 9 | 2017 | 2 | 2 | 2017-07-06 | 3 |
| 10 | 2017 | 2 | 3 | 2017-07-06 | 3 |
| 12 | 2017 | 3 | 1 | 2017-06-12 | 3 |