Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.9 KiB |
| Average record size in memory | 19.3 B |
Variable types
| Numeric | 1 |
|---|---|
| Categorical | 1 |
Dataset
| Description | 샘플 데이터 |
|---|---|
| Author | 아이렉스넷 |
| URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=8ecb0a50-2df5-11ea-9c1b-71bfb969ab02 |
Reproduction
| Analysis started | 2023-12-10 10:21:51.939566 |
|---|---|
| Analysis finished | 2023-12-10 10:21:52.410596 |
| Duration | 0.47 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
인덱스 ID
Real number (ℝ)
UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.66 |
| Minimum | 1 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.95 |
| Q1 | 64.75 |
| median | 128.5 |
| Q3 | 186 |
| 95-th percentile | 231.25 |
| Maximum | 240 |
| Range | 239 |
| Interquartile range (IQR) | 121.25 |
Descriptive statistics
| Standard deviation | 71.46352 |
|---|---|
| Coefficient of variation (CV) | 0.57326745 |
| Kurtosis | -1.0539929 |
| Mean | 124.66 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | -0.19615308 |
| Sum | 12466 |
| Variance | 5107.0347 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 163 | 1 | 1.0% |
| 185 | 1 | 1.0% |
| 184 | 1 | 1.0% |
| 183 | 1 | 1.0% |
| 182 | 1 | 1.0% |
| 175 | 1 | 1.0% |
| 174 | 1 | 1.0% |
| 169 | 1 | 1.0% |
| 168 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 12 | 1 |
| Value | Count | Frequency (%) |
| 240 | 1 | |
| 239 | 1 | |
| 238 | 1 | |
| 237 | 1 | |
| 236 | 1 | |
| 231 | 1 | |
| 230 | 1 | |
| 229 | 1 | |
| 228 | 1 | |
| 215 | 1 |
통합대기환경지수값
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 97 | |
| 1 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 97 | |
| 1 | 3 | 3.0% |
| 인덱스 ID | 통합대기환경지수값 | |
|---|---|---|
| 인덱스 ID | 1.000 | 0.216 |
| 통합대기환경지수값 | 0.216 | 1.000 |
| 인덱스 ID | 통합대기환경지수값 | |
|---|---|---|
| 인덱스 ID | 1.000 | 0.156 |
| 통합대기환경지수값 | 0.156 | 1.000 |
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.
| 인덱스 ID | 통합대기환경지수값 | |
|---|---|---|
| 0 | 1 | 0 |
| 1 | 2 | 0 |
| 2 | 3 | 0 |
| 3 | 4 | 0 |
| 4 | 5 | 0 |
| 5 | 6 | 0 |
| 6 | 7 | 0 |
| 7 | 8 | 0 |
| 8 | 9 | 0 |
| 9 | 12 | 0 |
| 인덱스 ID | 통합대기환경지수값 | |
|---|---|---|
| 90 | 215 | 1 |
| 91 | 228 | 0 |
| 92 | 229 | 0 |
| 93 | 230 | 0 |
| 94 | 231 | 0 |
| 95 | 236 | 0 |
| 96 | 237 | 0 |
| 97 | 238 | 0 |
| 98 | 239 | 0 |
| 99 | 240 | 0 |