Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 1214 |
Missing cells | 2698 |
Missing cells (%) | 12.3% |
Duplicate rows | 543 |
Duplicate rows (%) | 44.7% |
Total size in memory | 170.8 KiB |
Average record size in memory | 144.1 B |
Variable types
Unsupported | 4 |
---|---|
Text | 9 |
Categorical | 5 |
Dataset
Description | 창원시 TNR 관리 내역(2022.1.1 ~ 2022. 9. 26.) - 관리번호, 포획일시, 포획장소, 수술일시, 수술병원, 방사일 , 방사장소 등 |
---|---|
Author | 경상남도 창원시 |
URL | https://www.data.go.kr/data/15094001/fileData.do |
Dataset has 543 (44.7%) duplicate rows | Duplicates |
Unnamed: 12 is highly overall correlated with Unnamed: 5 and 2 other fields | High correlation |
Unnamed: 5 is highly overall correlated with Unnamed: 6 and 3 other fields | High correlation |
Unnamed: 6 is highly overall correlated with Unnamed: 5 and 2 other fields | High correlation |
Unnamed: 8 is highly overall correlated with Unnamed: 5 and 3 other fields | High correlation |
Unnamed: 11 is highly overall correlated with Unnamed: 5 and 3 other fields | High correlation |
Unnamed: 5 is highly imbalanced (96.0%) | Imbalance |
Unnamed: 6 is highly imbalanced (70.8%) | Imbalance |
Unnamed: 8 is highly imbalanced (54.1%) | Imbalance |
Unnamed: 11 is highly imbalanced (80.5%) | Imbalance |
의창•성산구 길고양이 중성화(TNR) 관리내역 has 1212 (99.8%) missing values | Missing |
Unnamed: 13 has 78 (6.4%) missing values | Missing |
Unnamed: 14 has 78 (6.4%) missing values | Missing |
Unnamed: 15 has 78 (6.4%) missing values | Missing |
541(건) has 1212 (99.8%) missing values | Missing |
Unnamed: 0 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: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-12 08:15:13.376748 |
---|---|
Analysis finished | 2023-12-12 08:15:15.335414 |
Duration | 1.96 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
Unnamed: 0
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 5 |
---|---|
Missing (%) | 0.4% |
Memory size | 9.6 KiB |
Unnamed: 1
Text
Distinct | 666 |
---|---|
Distinct (%) | 55.1% |
Missing | 5 |
Missing (%) | 0.4% |
Memory size | 9.6 KiB |
Length
Max length | 16 |
---|---|
Median length | 16 |
Mean length | 15.970223 |
Min length | 4 |
Characters and Unicode
Total characters | 19308 |
---|---|
Distinct characters | 22 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 124 ? |
---|---|
Unique (%) | 10.3% |
Sample
1st row | 공고번호 |
---|---|
2nd row | 경남-마산-2021-00543 |
3rd row | 경남-마산-2021-00542 |
4th row | 경남-마산-2021-00541 |
5th row | 경남-마산-2021-00540 |
Value | Count | Frequency (%) |
공고번호 | 3 | 0.2% |
경남-마산-2021-00172 | 2 | 0.2% |
경남-마산-2021-00179 | 2 | 0.2% |
경남-마산-2021-00185 | 2 | 0.2% |
경남-마산-2021-00184 | 2 | 0.2% |
경남-마산-2021-00183 | 2 | 0.2% |
경남-마산-2021-00182 | 2 | 0.2% |
경남-마산-2021-00181 | 2 | 0.2% |
경남-마산-2021-00180 | 2 | 0.2% |
경남-마산-2021-00178 | 2 | 0.2% |
Other values (656) | 1188 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 4170 | |
- | 3616 | |
2 | 2870 | |
1 | 1692 | |
경 | 1206 | 6.2% |
남 | 1206 | 6.2% |
산 | 1082 | 5.6% |
마 | 1080 | 5.6% |
3 | 445 | 2.3% |
4 | 439 | 2.3% |
Other values (12) | 1502 | 7.8% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 10854 | |
Other Letter | 4834 | |
Dash Punctuation | 3616 | 18.7% |
Control | 4 | < 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 4170 | |
2 | 2870 | |
1 | 1692 | |
3 | 445 | 4.1% |
4 | 439 | 4.0% |
5 | 318 | 2.9% |
7 | 230 | 2.1% |
9 | 230 | 2.1% |
8 | 230 | 2.1% |
6 | 230 | 2.1% |
Other Letter
Value | Count | Frequency (%) |
경 | 1206 | |
남 | 1206 | |
산 | 1082 | |
마 | 1080 | |
진 | 124 | 2.6% |
해 | 124 | 2.6% |
고 | 3 | 0.1% |
호 | 3 | 0.1% |
번 | 3 | 0.1% |
공 | 3 | 0.1% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 3616 |
Control
Value | Count | Frequency (%) |