Overview

Dataset statistics

Number of variables4
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory880.0 B
Average record size in memory40.0 B

Variable types

DateTime1
Categorical2
Numeric1

Dataset

Description한국자산관리공사 공사채권 평균 증감율("산정월","차수","구분코드","평균증감율") 데이터 제공
Author한국자산관리공사
URLhttps://www.data.go.kr/data/15074409/fileData.do

Alerts

차수 has constant value ""Constant
평균증감율 is highly overall correlated with 구분코드High correlation
구분코드 is highly overall correlated with 평균증감율High correlation

Reproduction

Analysis started2023-12-12 16:46:00.680489
Analysis finished2023-12-12 16:46:01.001043
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

산정월
Date

Distinct12
Distinct (%)54.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
Minimum2014-01-01 00:00:00
Maximum2014-12-01 00:00:00
2023-12-13T01:46:01.045796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:46:01.144293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)

차수
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
6
22 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6
2nd row6
3rd row6
4th row6
5th row6

Common Values

ValueCountFrequency (%)
6 22
100.0%

Length

2023-12-13T01:46:01.267561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:46:01.399931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6 22
100.0%

구분코드
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
약정율
12 
회수율
10 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row약정율
2nd row약정율
3rd row회수율
4th row약정율
5th row회수율

Common Values

ValueCountFrequency (%)
약정율 12
54.5%
회수율 10
45.5%

Length

2023-12-13T01:46:01.498597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:46:01.602911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
약정율 12
54.5%
회수율 10
45.5%

평균증감율
Real number (ℝ)

HIGH CORRELATION 

Distinct19
Distinct (%)86.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.6440909
Minimum-32.3
Maximum25.85
Zeros0
Zeros (%)0.0%
Negative14
Negative (%)63.6%
Memory size330.0 B
2023-12-13T01:46:01.698467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-32.3
5-th percentile-28.9885
Q1-11.8825
median-1.255
Q33.2725
95-th percentile23.293
Maximum25.85
Range58.15
Interquartile range (IQR)15.155

Descriptive statistics

Standard deviation16.173281
Coefficient of variation (CV)-6.1167644
Kurtosis-0.404211
Mean-2.6440909
Median Absolute Deviation (MAD)10.34
Skewness0.0834571
Sum-58.17
Variance261.57503
MonotonicityNot monotonic
2023-12-13T01:46:01.819740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
-11.02 2
 
9.1%
-0.56 2
 
9.1%
-12.17 2
 
9.1%
-4.4 1
 
4.5%
21.64 1
 
4.5%
25.85 1
 
4.5%
0.4 1
 
4.5%
19.56 1
 
4.5%
-0.2 1
 
4.5%
23.38 1
 
4.5%
Other values (9) 9
40.9%
ValueCountFrequency (%)
-32.3 1
4.5%
-29.33 1
4.5%
-22.5 1
4.5%
-21.06 1
4.5%
-12.17 2
9.1%
-11.02 2
9.1%
-5.66 1
4.5%
-4.4 1
4.5%
-1.95 1
4.5%
-0.56 2
9.1%
ValueCountFrequency (%)
25.85 1
4.5%
23.38 1
4.5%
21.64 1
4.5%
19.56 1
4.5%
10.75 1
4.5%
3.97 1
4.5%
1.18 1
4.5%
0.4 1
4.5%
-0.2 1
4.5%
-0.56 2
9.1%

Interactions

2023-12-13T01:46:00.763741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:46:01.905132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
산정월구분코드평균증감율
산정월1.0000.0000.000
구분코드0.0001.0000.818
평균증감율0.0000.8181.000
2023-12-13T01:46:02.111104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
평균증감율구분코드
평균증감율1.0000.676
구분코드0.6761.000

Missing values

2023-12-13T01:46:00.883716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:46:00.961711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

산정월차수구분코드평균증감율
02014-016약정율-4.4
12014-026약정율-21.06
22014-036회수율-11.02
32014-036약정율-22.5
42014-046회수율-11.02
52014-046약정율-32.3
62014-056회수율-1.95
72014-056약정율-29.33
82014-066회수율-0.56
92014-066약정율-12.17
산정월차수구분코드평균증감율
122014-086회수율10.75
132014-086약정율-5.66
142014-096회수율3.97
152014-096약정율21.64
162014-106회수율1.18
172014-106약정율23.38
182014-116회수율-0.2
192014-116약정율19.56
202014-126회수율0.4
212014-126약정율25.85