Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 33 |
| Missing cells | 179 |
| Missing cells (%) | 45.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.2 KiB |
| Average record size in memory | 100.0 B |
Variable types
| Unsupported | 12 |
|---|
Dataset
| Description | 안산 시민시장 현황 |
|---|---|
| Author | 안산도시공사 |
| URL | https://www.data.go.kr/data/15050215/fileData.do |
○ 사용허가, 점포, 주차장 현황 has 15 (45.5%) missing values | Missing |
Unnamed: 1 has 16 (48.5%) missing values | Missing |
Unnamed: 2 has 15 (45.5%) missing values | Missing |
Unnamed: 3 has 2 (6.1%) missing values | Missing |
Unnamed: 4 has 16 (48.5%) missing values | Missing |
Unnamed: 5 has 15 (45.5%) missing values | Missing |
Unnamed: 6 has 16 (48.5%) missing values | Missing |
Unnamed: 7 has 18 (54.5%) missing values | Missing |
Unnamed: 8 has 18 (54.5%) missing values | Missing |
Unnamed: 9 has 18 (54.5%) missing values | Missing |
Unnamed: 10 has 17 (51.5%) missing values | Missing |
Unnamed: 11 has 13 (39.4%) missing values | Missing |
○ 사용허가, 점포, 주차장 현황 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 |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-12-12 01:49:11.867404 |
|---|---|
| Analysis finished | 2023-12-12 01:49:12.634900 |
| Duration | 0.77 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
○ 사용허가, 점포, 주차장 현황
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 15 |
|---|---|
| Missing (%) | 45.5% |
| Memory size | 396.0 B |
Unnamed: 1
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 16 |
|---|---|
| Missing (%) | 48.5% |
| Memory size | 396.0 B |
Unnamed: 2
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 15 |
|---|---|
| Missing (%) | 45.5% |
| Memory size | 396.0 B |
Unnamed: 3
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 2 |
|---|---|
| Missing (%) | 6.1% |
| Memory size | 396.0 B |
Unnamed: 4
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 16 |
|---|---|
| Missing (%) | 48.5% |
| Memory size | 396.0 B |
Unnamed: 5
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 15 |
|---|---|
| Missing (%) | 45.5% |
| Memory size | 396.0 B |
Unnamed: 6
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 16 |
|---|---|
| Missing (%) | 48.5% |
| Memory size | 396.0 B |
Unnamed: 7
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 18 |
|---|---|
| Missing (%) | 54.5% |
| Memory size | 396.0 B |
Unnamed: 8
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 18 |
|---|---|
| Missing (%) | 54.5% |
| Memory size | 396.0 B |
Unnamed: 9
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 18 |
|---|---|
| Missing (%) | 54.5% |
| Memory size | 396.0 B |
Unnamed: 10
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 17 |
|---|---|
| Missing (%) | 51.5% |
| Memory size | 396.0 B |
Unnamed: 11
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 13 |
|---|---|
| Missing (%) | 39.4% |
| Memory size | 396.0 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.
| ○ 사용허가, 점포, 주차장 현황 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 점 포 수(개) | NaN | NaN | 종사자수(명) | NaN | 주차장 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 계 | 임대 | 빈점포 | 계 | 사용허가자 | 주차면수 | 공영주차장(2014.3.4.시민시장부지로 변경) | NaN | NaN | NaN | NaN | NaN |
| 2 | 410 | 385 | 25 | 229 | 229 | 235 | (안산시 고시 제 2104-34호) | NaN | NaN | NaN | NaN | NaN |
| 3 | (11.2㎡/점포당) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 구분 | 점포 | 허가 | 사용 점포별 허가 인원(명) | NaN | NaN | NaN | NaN | NaN | NaN | 공실 | 비 고 |
| 5 | NaN | (수) | 인원 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | (개소) | (공실 호수) |
| 6 | NaN | NaN | (명) | 소 계 | 1개소 | 2개소 | 3개소 | 4개소 | 5개소 | 6개소 | NaN | NaN |
| 7 | 계 | 410 | 229 | 230 | 132 | 56 | 27 | 9 | 1 | 3 | 25 | |
| 8 | NaN | NaN | NaN | -385 | -132 | -112 | -81 | -36 | -5 | -18 | NaN | NaN |
| 9 | 1동 | 34 | 17 | 17 | 6 | 7 | 3 | 1 | 1 | 33 |
| ○ 사용허가, 점포, 주차장 현황 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | 8동 | 36 | 22 | 22 | 14 | 7 | 1 | 4 | 10,17,20,29,30 | |||
| 24 | NaN | NaN | NaN | -32 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 25 | 9동 | 36 | 21 | 21 | 15 | 1 | 3 | 1 | 1 | 1 | 31 | |
| 26 | NaN | NaN | NaN | -35 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 27 | 10동 | 34 | 18 | 18 | 7 | 8 | 2 | 1 | 1 | 12 | ||
| 28 | NaN | NaN | NaN | -33 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29 | 11동 | 32 | 19 | 19 | 14 | 3 | 1 | 1 | 3 | 3,4,27 | ||
| 30 | NaN | NaN | NaN | -29 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ※통로: 10,25 |
| 31 | 12동 | 34 | 19 | 19 | 12 | 2 | 4 | 1 | 2 | 15,29 | ||
| 32 | NaN | NaN | NaN | -32 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ※통로: 10,27 |