Dataset statistics
| Number of variables | 4 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.5 KiB |
| Average record size in memory | 36.3 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 2 |
| Numeric | 1 |
Dataset
| Description | 샘플 데이터 |
|---|---|
| Author | 아이렉스넷 |
| URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=e5e30af0-2df9-11ea-9c1b-71bfb969ab02 |
Reproduction
| Analysis started | 2023-12-10 10:16:01.106022 |
|---|---|
| Analysis finished | 2023-12-10 10:16:01.806126 |
| Duration | 0.7 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
날짜
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2019-01-01 00:00:00 |
Histogram with fixed size bins (bins=1)
동
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 222 | |
|---|---|
| 223 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 222 |
|---|---|
| 2nd row | 222 |
| 3rd row | 222 |
| 4th row | 222 |
| 5th row | 222 |
Common Values
| Value | Count | Frequency (%) |
| 222 | 66 | |
| 223 | 34 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 222 | 66 | |
| 223 | 34 |
호수
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1429.5 |
| Minimum | 101 |
|---|---|
| Maximum | 3302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 201 |
| Q1 | 701 |
| median | 1301.5 |
| Q3 | 2101.25 |
| 95-th percentile | 3101.05 |
| Maximum | 3302 |
| Range | 3201 |
| Interquartile range (IQR) | 1400.25 |
Descriptive statistics
| Standard deviation | 912.10504 |
|---|---|
| Coefficient of variation (CV) | 0.63805879 |
| Kurtosis | -0.85608871 |
| Mean | 1429.5 |
| Median Absolute Deviation (MAD) | 699.5 |
| Skewness | 0.43775372 |
| Sum | 142950 |
| Variance | 831935.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102 | 2 | 2.0% |
| 1501 | 2 | 2.0% |
| 1102 | 2 | 2.0% |
| 1201 | 2 | 2.0% |
| 1202 | 2 | 2.0% |
| 1301 | 2 | 2.0% |
| 1401 | 2 | 2.0% |
| 1402 | 2 | 2.0% |
| 1502 | 2 | 2.0% |
| 1002 | 2 | 2.0% |
| Other values (56) | 80 |
| Value | Count | Frequency (%) |
| 101 | 2 | |
| 102 | 2 | |
| 201 | 2 | |
| 202 | 2 | |
| 301 | 2 | |
| 302 | 2 | |
| 401 | 2 | |
| 402 | 2 | |
| 501 | 2 | |
| 502 | 2 |
| Value | Count | Frequency (%) |
| 3302 | 1 | |
| 3301 | 1 | |
| 3202 | 1 | |
| 3201 | 1 | |
| 3102 | 1 | |
| 3101 | 1 | |
| 3002 | 1 | |
| 3001 | 1 | |
| 2902 | 1 | |
| 2901 | 1 |
가스누출 여부
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 0 |
|---|
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 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 100 |
| 동 | 호수 | |
|---|---|---|
| 동 | 1.000 | 0.502 |
| 호수 | 0.502 | 1.000 |
| 호수 | 동 | |
|---|---|---|
| 호수 | 1.000 | 0.369 |
| 동 | 0.369 | 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.
| 날짜 | 동 | 호수 | 가스누출 여부 | |
|---|---|---|---|---|
| 0 | 2019-01-01 | 222 | 102 | 0 |
| 1 | 2019-01-01 | 222 | 201 | 0 |
| 2 | 2019-01-01 | 222 | 202 | 0 |
| 3 | 2019-01-01 | 222 | 301 | 0 |
| 4 | 2019-01-01 | 222 | 302 | 0 |
| 5 | 2019-01-01 | 222 | 401 | 0 |
| 6 | 2019-01-01 | 222 | 402 | 0 |
| 7 | 2019-01-01 | 222 | 501 | 0 |
| 8 | 2019-01-01 | 222 | 502 | 0 |
| 9 | 2019-01-01 | 222 | 601 | 0 |
| 날짜 | 동 | 호수 | 가스누출 여부 | |
|---|---|---|---|---|
| 90 | 2019-01-01 | 223 | 1302 | 0 |
| 91 | 2019-01-01 | 223 | 1401 | 0 |
| 92 | 2019-01-01 | 223 | 1402 | 0 |
| 93 | 2019-01-01 | 223 | 1501 | 0 |
| 94 | 2019-01-01 | 223 | 1502 | 0 |
| 95 | 2019-01-01 | 223 | 1601 | 0 |
| 96 | 2019-01-01 | 223 | 1602 | 0 |
| 97 | 2019-01-01 | 223 | 1701 | 0 |
| 98 | 2019-01-01 | 223 | 1702 | 0 |
| 99 | 2019-01-01 | 222 | 101 | 0 |