Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 6 |
| Duplicate rows (%) | 6.0% |
| Total size in memory | 1.7 KiB |
| Average record size in memory | 17.3 B |
Variable types
| Categorical | 2 |
|---|
Dataset
| Description | 공공데이터 중장기개방계획에 따른 경상남도 도립남해대학학사행정시스템 데이터입니다. 학사 프로그램의 정보를 포함하고 있습니다. |
|---|---|
| Author | 경상남도 |
| URL | https://www.data.go.kr/data/15092366/fileData.do |
| Dataset has 6 (6.0%) duplicate rows | Duplicates |
단위업무 is highly overall correlated with 업무 | High correlation |
업무 is highly overall correlated with 단위업무 | High correlation |
업무 is highly imbalanced (91.9%) | Imbalance |
Reproduction
| Analysis started | 2023-12-12 21:58:08.520696 |
|---|---|
| Analysis finished | 2023-12-12 21:58:08.698919 |
| Duration | 0.18 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
업무
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| HS | |
|---|---|
| BS | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | HS |
|---|---|
| 2nd row | HS |
| 3rd row | HS |
| 4th row | HS |
| 5th row | HS |
Common Values
| Value | Count | Frequency (%) |
| HS | 99 | |
| BS | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hs | 99 | |
| bs | 1 | 1.0% |
단위업무
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| DR | |
|---|---|
| HJ | |
| SG | |
| SJ | |
| JH | |
| Other values (3) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | HJ |
|---|---|
| 2nd row | HJ |
| 3rd row | JH |
| 4th row | JH |
| 5th row | JH |
Common Values
| Value | Count | Frequency (%) |
| DR | 34 | |
| HJ | 28 | |
| SG | 15 | |
| SJ | 8 | 8.0% |
| JH | 7 | 7.0% |
| SI | 6 | 6.0% |
| SY | 1 | 1.0% |
| HS | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| dr | 34 | |
| hj | 28 | |
| sg | 15 | |
| sj | 8 | 8.0% |
| jh | 7 | 7.0% |
| si | 6 | 6.0% |
| sy | 1 | 1.0% |
| hs | 1 | 1.0% |
| 업무 | 단위업무 | |
|---|---|---|
| 업무 | 1.000 | 1.000 |
| 단위업무 | 1.000 | 1.000 |
| 단위업무 | 업무 | |
|---|---|---|
| 단위업무 | 1.000 | 0.969 |
| 업무 | 0.969 | 1.000 |
| 업무 | 단위업무 | |
|---|---|---|
| 업무 | 1.000 | 0.969 |
| 단위업무 | 0.969 | 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.
| 업무 | 단위업무 | |
|---|---|---|
| 0 | HS | HJ |
| 1 | HS | HJ |
| 2 | HS | JH |
| 3 | HS | JH |
| 4 | HS | JH |
| 5 | HS | JH |
| 6 | HS | JH |
| 7 | HS | JH |
| 8 | HS | JH |
| 9 | HS | DR |
| 업무 | 단위업무 | |
|---|---|---|
| 90 | HS | SG |
| 91 | HS | SG |
| 92 | HS | SG |
| 93 | HS | SJ |
| 94 | HS | SJ |
| 95 | HS | SJ |
| 96 | HS | SJ |
| 97 | HS | SJ |
| 98 | HS | SJ |
| 99 | HS | SJ |
Most frequently occurring
| 업무 | 단위업무 | # duplicates | |
|---|---|---|---|
| 0 | HS | DR | 34 |
| 1 | HS | HJ | 28 |
| 3 | HS | SG | 15 |
| 5 | HS | SJ | 8 |
| 2 | HS | JH | 7 |
| 4 | HS | SI | 6 |