Dataset statistics
| Number of variables | 7 |
|---|---|
| Number of observations | 21 |
| Missing cells | 20 |
| Missing cells (%) | 13.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 KiB |
| Average record size in memory | 62.3 B |
Variable types
| Unsupported | 7 |
|---|
Dataset
| Description | 가축전염병발생현황201511 |
|---|---|
| Author | 전라북도 |
| URL | https://www.bigdatahub.go.kr/opendata/dataSet/detail.nm?contentId=37&rlik=49451aebf056b486&serviceId=202574 |
Unnamed: 1 has 3 (14.3%) missing values | Missing |
Unnamed: 2 has 3 (14.3%) missing values | Missing |
Unnamed: 3 has 3 (14.3%) missing values | Missing |
Unnamed: 4 has 4 (19.0%) missing values | Missing |
Unnamed: 5 has 3 (14.3%) missing values | Missing |
Unnamed: 6 has 4 (19.0%) missing values | Missing |
가축전염병 발생현황 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2024-03-14 02:40:10.469781 |
|---|---|
| Analysis finished | 2024-03-14 02:40:10.749576 |
| Duration | 0.28 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
가축전염병 발생현황
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
Unnamed: 1
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 3 |
|---|---|
| Missing (%) | 14.3% |
| Memory size | 300.0 B |
Unnamed: 2
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 3 |
|---|---|
| Missing (%) | 14.3% |
| Memory size | 300.0 B |
Unnamed: 3
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 3 |
|---|---|
| Missing (%) | 14.3% |
| Memory size | 300.0 B |
Unnamed: 4
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 4 |
|---|---|
| Missing (%) | 19.0% |
| Memory size | 300.0 B |
Unnamed: 5
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 3 |
|---|---|
| Missing (%) | 14.3% |
| Memory size | 300.0 B |
Unnamed: 6
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 4 |
|---|---|
| Missing (%) | 19.0% |
| Memory size | 300.0 B |
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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 가축전염병 발생현황 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | |
|---|---|---|---|---|---|---|---|
| 0 | 구분 | 닭 | 돼지 | 사슴 | 소 | 오리 | 총합계 |
| 1 | 2013 | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 가금티프스 | 12 | - | - | - | - | 12 |
| 3 | 결핵병 | - | - | 1 | 50 | - | 51 |
| 4 | 돼지생식기호흡기증후군 | - | 1 | - | - | - | 1 |
| 5 | 브루셀라병 | - | - | - | 24 | - | 24 |
| 6 | 추백리 | 1 | - | - | - | - | 1 |
| 7 | 2014 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 가금티프스 | 2 | - | - | - | - | 2 |
| 9 | 결핵병 | - | - | - | 3 | - | 3 |
| 가축전염병 발생현황 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | |
|---|---|---|---|---|---|---|---|
| 11 | 브루셀라병 | - | - | - | 2 | - | 2 |
| 12 | 총합계 | 16 | 1 | 1 | 79 | 6 | 103 |
| 13 | 2015 | NaN | NaN | NaN | NaN | NaN | NaN |
| 14 | 가금티프스 | 20 | - | - | - | - | 20 |
| 15 | 결핵병 | - | - | - | 48 | - | 48 |
| 16 | 브루셀라병 | - | - | - | 1 | - | 1 |
| 17 | 기종저 | - | - | - | 5 | - | 5 |
| 18 | 고병원성 조류인플루엔자 | - | - | - | - | - | NaN |
| 19 | 돼지유행성설사 | - | 13 | - | NaN | - | 13 |
| 20 | 총합계 | 36 | 14 | 1 | 133 | 6 | 190 |