Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 29 |
| Missing cells | 54 |
| Missing cells (%) | 37.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 KiB |
| Average record size in memory | 45.6 B |
Variable types
| Unsupported | 5 |
|---|
Dataset
| Description | 대전광역시 하수처리장 부지경계선(문지1,문지2,침사지) 복합악취 2018년부터 2022년까지 대전보건환경연구원에서 측정한 분기별 측정결과 데이터 분석결과 입니다. |
|---|---|
| URL | https://www.data.go.kr/data/15112755/fileData.do |
Unnamed: 0 has 29 (100.0%) missing values | Missing |
대전하수처리장 복합악취 측정결과(보건환경연구원) has 6 (20.7%) missing values | Missing |
Unnamed: 2 has 5 (17.2%) missing values | Missing |
Unnamed: 3 has 7 (24.1%) missing values | Missing |
Unnamed: 4 has 7 (24.1%) missing values | Missing |
Unnamed: 0 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
대전하수처리장 복합악취 측정결과(보건환경연구원) 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 |
Reproduction
| Analysis started | 2023-12-12 09:54:48.238894 |
|---|---|
| Analysis finished | 2023-12-12 09:54:48.663904 |
| Duration | 0.43 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Unnamed: 0
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 29 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 393.0 B |
대전하수처리장 복합악취 측정결과(보건환경연구원)
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6 |
|---|---|
| Missing (%) | 20.7% |
| Memory size | 364.0 B |
Unnamed: 2
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 5 |
|---|---|
| Missing (%) | 17.2% |
| Memory size | 364.0 B |
Unnamed: 3
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 7 |
|---|---|
| Missing (%) | 24.1% |
| Memory size | 364.0 B |
Unnamed: 4
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 7 |
|---|---|
| Missing (%) | 24.1% |
| Memory size | 364.0 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.
| Unnamed: 0 | 대전하수처리장 복합악취 측정결과(보건환경연구원) | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | |
|---|---|---|---|---|---|
| 0 | <NA> | NaN | NaN | NaN | NaN |
| 1 | <NA> | 측 정 일 | 대전처리장 | NaN | NaN |
| 2 | <NA> | NaN | 부지경계선 | NaN | NaN |
| 3 | <NA> | NaN | 문지1 | 문지2 | 침사지 |
| 4 | <NA> | 2018-03-14 00:00:00 | 4 | 4 | 3 |
| 5 | <NA> | 2018-06-14 00:00:00 | 4 | 5 | 11 |
| 6 | <NA> | 2018-09-21 00:00:00 | 11 | 10 | 10 |
| 7 | <NA> | 2018-12-12 00:00:00 | 5 | 5 | 5 |
| 8 | <NA> | 2019-03-19 00:00:00 | 8 | 8 | 6 |
| 9 | <NA> | 2019-06-20 00:00:00 | 5 | 5 | 4 |
| Unnamed: 0 | 대전하수처리장 복합악취 측정결과(보건환경연구원) | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | |
|---|---|---|---|---|---|
| 19 | <NA> | 2021-11-15 00:00:00 | 3 | 4 | 4 |
| 20 | <NA> | 2022-03-21 00:00:00 | 4 | 5 | 5 |
| 21 | <NA> | 2022-06-16 00:00:00 | 5 | 4 | 5 |
| 22 | <NA> | 2022-08-18 00:00:00 | 5 | 5 | 6 |
| 23 | <NA> | 2022-11-11 00:00:00 | 4 | 5 | 5 |
| 24 | <NA> | NaN | NaN | NaN | NaN |
| 25 | <NA> | NaN | NaN | NaN | NaN |
| 26 | <NA> | NaN | NaN | NaN | NaN |
| 27 | <NA> | 평 균 | 5.25 | 5.45 | 5.15 |
| 28 | <NA> | 비 고 | NaN | NaN | NaN |