Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 32 |
| Missing cells | 87 |
| Missing cells (%) | 27.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.6 KiB |
| Average record size in memory | 84.0 B |
Variable types
| Unsupported | 10 |
|---|
Dataset
| Description | 영상물등급위원회 외국인 국내 공연 추천 건수 통계 데이터로 월별 외국인 공연 추천 처리 건수와 종별 신규 추천 처리 건수 데이터입니다. |
|---|---|
| Author | 영상물등급위원회 |
| URL | https://www.data.go.kr/data/15106444/fileData.do |
년도별 외국인 국내공연 신규추천 현황( 공연추천 ) has 4 (12.5%) missing values | Missing |
Unnamed: 1 has 3 (9.4%) missing values | Missing |
Unnamed: 2 has 5 (15.6%) missing values | Missing |
Unnamed: 3 has 5 (15.6%) missing values | Missing |
Unnamed: 4 has 4 (12.5%) missing values | Missing |
Unnamed: 5 has 4 (12.5%) missing values | Missing |
Unnamed: 6 has 5 (15.6%) missing values | Missing |
Unnamed: 7 has 19 (59.4%) missing values | Missing |
Unnamed: 8 has 19 (59.4%) missing values | Missing |
Unnamed: 9 has 19 (59.4%) missing values | Missing |
년도별 외국인 국내공연 신규추천 현황( 공연추천 ) 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 |
Reproduction
| Analysis started | 2024-03-14 14:16:44.002738 |
|---|---|
| Analysis finished | 2024-03-14 14:16:45.368298 |
| Duration | 1.37 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도별 외국인 국내공연 신규추천 현황( 공연추천 )
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 4 |
|---|---|
| Missing (%) | 12.5% |
| Memory size | 384.0 B |
Unnamed: 1
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 3 |
|---|---|
| Missing (%) | 9.4% |
| Memory size | 384.0 B |
Unnamed: 2
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 5 |
|---|---|
| Missing (%) | 15.6% |
| Memory size | 384.0 B |
Unnamed: 3
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 5 |
|---|---|
| Missing (%) | 15.6% |
| Memory size | 384.0 B |
Unnamed: 4
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 4 |
|---|---|
| Missing (%) | 12.5% |
| Memory size | 384.0 B |
Unnamed: 5
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 4 |
|---|---|
| Missing (%) | 12.5% |
| Memory size | 384.0 B |
Unnamed: 6
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 5 |
|---|---|
| Missing (%) | 15.6% |
| Memory size | 384.0 B |
Unnamed: 7
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 19 |
|---|---|
| Missing (%) | 59.4% |
| Memory size | 384.0 B |
Unnamed: 8
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 19 |
|---|---|
| Missing (%) | 59.4% |
| Memory size | 384.0 B |
Unnamed: 9
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 19 |
|---|---|
| Missing (%) | 59.4% |
| Memory size | 384.0 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.
| 년도별 외국인 국내공연 신규추천 현황( 공연추천 ) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 년도 | 일반공연 | NaN | NaN | NaN | 무대공연 | NaN | NaN | NaN | 계 |
| 1 | NaN | 추천 | 미추천 | 계 | 추천율(%) | 추천 | 미추천 | 계 | 추천율 | NaN |
| 2 | 2023.01 | 85 | 0 | 85 | 1 | 42 | 5 | 47 | 0.89 | 132 |
| 3 | 2023.02 | 52 | 1 | 53 | 0.98 | 55 | 3 | 58 | 0.95 | 111 |
| 4 | 2023.03 | 153 | 3 | 156 | 0.98 | 54 | 10 | 64 | 0.84 | 220 |
| 5 | 2023.04 | 54 | 3 | 57 | 0.95 | 33 | 8 | 41 | 0.8 | 98 |
| 6 | 2023.05 | 75 | 1 | 76 | 0.99 | 70 | 6 | 76 | 0.92 | 152 |
| 7 | 2023.06 | 80 | 2 | 82 | 0.98 | 54 | 2 | 56 | 0.96 | 138 |
| 8 | 2023.07 | 136 | 0 | 136 | 1 | 51 | 6 | 57 | 0.89 | 193 |
| 9 | 2023.08 | 86 | 2 | 88 | 0.98 | 38 | 2 | 40 | 0.95 | 128 |
| 년도별 외국인 국내공연 신규추천 현황( 공연추천 ) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 2023-04-01 00:00:00 | 41 | 13 | 54 | 0 | 33 | 33 | NaN | NaN | NaN |
| 23 | 2023-05-01 00:00:00 | 57 | 18 | 75 | 0 | 70 | 70 | NaN | NaN | NaN |
| 24 | 2023-06-01 00:00:00 | 61 | 19 | 80 | 0 | 54 | 54 | NaN | NaN | NaN |
| 25 | 2023-07-01 00:00:00 | 124 | 12 | 136 | 0 | 51 | 51 | NaN | NaN | NaN |
| 26 | 2023-08-01 00:00:00 | 72 | 14 | 86 | 0 | 38 | 38 | NaN | NaN | NaN |
| 27 | 2023-09-01 00:00:00 | 78 | 21 | 99 | 0 | 44 | 44 | NaN | NaN | NaN |
| 28 | 2023-10-01 00:00:00 | 91 | 7 | 98 | 0 | 60 | 60 | NaN | NaN | NaN |
| 29 | 2023-11-01 00:00:00 | 36 | 15 | 51 | 0 | 39 | 39 | NaN | NaN | NaN |
| 30 | 2023-12-01 00:00:00 | 57 | 5 | 62 | 0 | 29 | 29 | NaN | NaN | NaN |
| 31 | 계 | 845 | 186 | 1031 | 0 | 569 | 569 | NaN | NaN | NaN |