Overview

Dataset statistics

Number of variables3
Number of observations178
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.5 KiB
Average record size in memory25.7 B

Variable types

DateTime1
Categorical1
Numeric1

Dataset

Description한국자산관리공사 국민행복기금의 바꿔드림론 보증사고 발생현황 데이터로 "발생월","신청은행","건수" 항목을 제공하고 있습니다.
Author한국자산관리공사
URLhttps://www.data.go.kr/data/15095230/fileData.do

Reproduction

Analysis started2023-12-12 23:19:07.901745
Analysis finished2023-12-12 23:19:08.237534
Duration0.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

발생월
Date

Distinct12
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
Minimum2020-01-01 00:00:00
Maximum2020-12-01 00:00:00
2023-12-13T08:19:08.288762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:19:08.384991image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)

신청은행
Categorical

Distinct17
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
신한은행
12 
부산은행
12 
수협중앙회
12 
제주은행
12 
전북은행
12 
Other values (12)
118 

Length

Max length8
Median length4
Mean length4.4494382
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSC은행
2nd row경남은행
3rd row광주은행
4th row국민은행
5th row기업은행

Common Values

ValueCountFrequency (%)
신한은행 12
 
6.7%
부산은행 12
 
6.7%
수협중앙회 12
 
6.7%
제주은행 12
 
6.7%
전북은행 12
 
6.7%
우리은행 12
 
6.7%
KEB하나은행 12
 
6.7%
경남은행 12
 
6.7%
대구은행 12
 
6.7%
농협은행 12
 
6.7%
Other values (7) 58
32.6%

Length

2023-12-13T08:19:08.508155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
신한은행 12
 
6.7%
경남은행 12
 
6.7%
광주은행 12
 
6.7%
국민은행 12
 
6.7%
기업은행 12
 
6.7%
농협은행 12
 
6.7%
부산은행 12
 
6.7%
대구은행 12
 
6.7%
keb하나은행 12
 
6.7%
우리은행 12
 
6.7%
Other values (7) 58
32.6%

건수
Real number (ℝ)

Distinct108
Distinct (%)60.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean166.42135
Minimum1
Maximum1440
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-12-13T08:19:08.656693image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q17
median33.5
Q3189
95-th percentile881.7
Maximum1440
Range1439
Interquartile range (IQR)182

Descriptive statistics

Standard deviation298.06807
Coefficient of variation (CV)1.7910447
Kurtosis8.664156
Mean166.42135
Median Absolute Deviation (MAD)32.5
Skewness2.962033
Sum29623
Variance88844.573
MonotonicityNot monotonic
2023-12-13T08:19:08.806412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 11
 
6.2%
2 8
 
4.5%
6 8
 
4.5%
4 7
 
3.9%
3 6
 
3.4%
10 4
 
2.2%
7 4
 
2.2%
17 4
 
2.2%
11 3
 
1.7%
33 3
 
1.7%
Other values (98) 120
67.4%
ValueCountFrequency (%)
1 11
6.2%
2 8
4.5%
3 6
3.4%
4 7
3.9%
5 2
 
1.1%
6 8
4.5%
7 4
 
2.2%
8 2
 
1.1%
9 3
 
1.7%
10 4
 
2.2%
ValueCountFrequency (%)
1440 1
0.6%
1404 1
0.6%
1381 1
0.6%
1363 1
0.6%
1321 1
0.6%
1294 1
0.6%
1239 1
0.6%
1124 1
0.6%
999 1
0.6%
861 1
0.6%

Interactions

2023-12-13T08:19:07.996986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:19:08.923955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발생월신청은행건수
발생월1.0000.0000.000
신청은행0.0001.0000.684
건수0.0000.6841.000
2023-12-13T08:19:09.019126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
건수신청은행
건수1.0000.339
신청은행0.3391.000

Missing values

2023-12-13T08:19:08.117452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:19:08.203012image/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

발생월신청은행건수
02020-01SC은행4
12020-01경남은행2
22020-01광주은행17
32020-01국민은행149
42020-01기업은행68
52020-01농협은행70
62020-01대구은행2
72020-01부산은행9
82020-01신한은행404
92020-01우리은행75
발생월신청은행건수
1682020-12농협은행200
1692020-12대구은행22
1702020-12부산은행32
1712020-12신한은행1440
1722020-12우리은행296
1732020-12전북은행687
1742020-12제주은행3
1752020-12수협중앙회6
1762020-12카카오뱅크2
1772020-12KEB하나은행165