Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 938.0 B |
| Average record size in memory | 30.3 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 1 |
Dataset
| Description | 한국자산관리공사 행복기금 채무불이행 등록 수(입금년도, 입금일자, 입금건수) 데이터 |
|---|---|
| Author | 한국자산관리공사 |
| URL | https://www.data.go.kr/data/15069825/fileData.do |
Reproduction
| Analysis started | 2023-12-12 20:01:08.882475 |
|---|---|
| Analysis finished | 2023-12-12 20:01:09.262326 |
| Duration | 0.38 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
입금년도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
| 2012 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2012 |
|---|---|
| 2nd row | 2012 |
| 3rd row | 2012 |
| 4th row | 2012 |
| 5th row | 2012 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 31 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012 | 31 |
입금일자
Text
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 155 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 03-01 |
|---|---|
| 2nd row | 03-02 |
| 3rd row | 03-03 |
| 4th row | 03-04 |
| 5th row | 03-05 |
| Value | Count | Frequency (%) |
| 03-01 | 1 | 3.2% |
| 03-17 | 1 | 3.2% |
| 03-30 | 1 | 3.2% |
| 03-29 | 1 | 3.2% |
| 03-28 | 1 | 3.2% |
| 03-27 | 1 | 3.2% |
| 03-26 | 1 | 3.2% |
| 03-25 | 1 | 3.2% |
| 03-24 | 1 | 3.2% |
| 03-23 | 1 | 3.2% |
| Other values (21) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 3 | 36 | |
| - | 31 | |
| 1 | 14 | 9.0% |
| 2 | 13 | 8.4% |
| 4 | 3 | 1.9% |
| 5 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 8 | 3 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124 | |
| Dash Punctuation | 31 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 3 | 36 | |
| 1 | 14 | 11.3% |
| 2 | 13 | 10.5% |
| 4 | 3 | 2.4% |
| 5 | 3 | 2.4% |
| 6 | 3 | 2.4% |
| 7 | 3 | 2.4% |
| 8 | 3 | 2.4% |
| 9 | 3 | 2.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 31 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 155 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 3 | 36 | |
| - | 31 | |
| 1 | 14 | 9.0% |
| 2 | 13 | 8.4% |
| 4 | 3 | 1.9% |
| 5 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 8 | 3 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 3 | 36 | |
| - | 31 | |
| 1 | 14 | 9.0% |
| 2 | 13 | 8.4% |
| 4 | 3 | 1.9% |
| 5 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 8 | 3 | 1.9% |
입금건수
Real number (ℝ)
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2786.4194 |
| Minimum | 74 |
|---|---|
| Maximum | 11250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 107 |
| Q1 | 379.5 |
| median | 2089 |
| Q3 | 3552.5 |
| 95-th percentile | 7573.5 |
| Maximum | 11250 |
| Range | 11176 |
| Interquartile range (IQR) | 3173 |
Descriptive statistics
| Standard deviation | 2770.5395 |
|---|---|
| Coefficient of variation (CV) | 0.99430097 |
| Kurtosis | 1.6743918 |
| Mean | 2786.4194 |
| Median Absolute Deviation (MAD) | 1682 |
| Skewness | 1.351435 |
| Sum | 86379 |
| Variance | 7675889 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 182 | 1 | 3.2% |
| 2089 | 1 | 3.2% |
| 1193 | 1 | 3.2% |
| 6121 | 1 | 3.2% |
| 3333 | 1 | 3.2% |
| 6258 | 1 | 3.2% |
| 11250 | 1 | 3.2% |
| 8348 | 1 | 3.2% |
| 352 | 1 | 3.2% |
| 407 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 74 | 1 | |
| 102 | 1 | |
| 112 | 1 | |
| 153 | 1 | |
| 182 | 1 | |
| 187 | 1 | |
| 255 | 1 | |
| 352 | 1 | |
| 407 | 1 | |
| 1193 | 1 |
| Value | Count | Frequency (%) |
| 11250 | 1 | |
| 8348 | 1 | |
| 6799 | 1 | |
| 6486 | 1 | |
| 6258 | 1 | |
| 6121 | 1 | |
| 4253 | 1 | |
| 3644 | 1 | |
| 3461 | 1 | |
| 3333 | 1 |
| 입금일자 | 입금건수 | |
|---|---|---|
| 입금일자 | 1.000 | 1.000 |
| 입금건수 | 1.000 | 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.
| 입금년도 | 입금일자 | 입금건수 | |
|---|---|---|---|
| 0 | 2012 | 03-01 | 182 |
| 1 | 2012 | 03-02 | 2089 |
| 2 | 2012 | 03-03 | 102 |
| 3 | 2012 | 03-04 | 74 |
| 4 | 2012 | 03-05 | 2554 |
| 5 | 2012 | 03-06 | 1345 |
| 6 | 2012 | 03-07 | 4253 |
| 7 | 2012 | 03-08 | 1675 |
| 8 | 2012 | 03-09 | 1272 |
| 9 | 2012 | 03-10 | 255 |
| 입금년도 | 입금일자 | 입금건수 | |
|---|---|---|---|
| 21 | 2012 | 03-22 | 6799 |
| 22 | 2012 | 03-23 | 3644 |
| 23 | 2012 | 03-24 | 407 |
| 24 | 2012 | 03-25 | 352 |
| 25 | 2012 | 03-26 | 8348 |
| 26 | 2012 | 03-27 | 11250 |
| 27 | 2012 | 03-28 | 6258 |
| 28 | 2012 | 03-29 | 3333 |
| 29 | 2012 | 03-30 | 6121 |
| 30 | 2012 | 03-31 | 1193 |