Overview

Dataset statistics

Number of variables3
Number of observations55
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory27.4 B

Variable types

DateTime1
Categorical1
Numeric1

Dataset

Description한국자산관리공사 공사채권 신용정보사 회수현황 데이터
Author한국자산관리공사
URLhttps://www.data.go.kr/data/15069738/fileData.do

Alerts

회수건수 is highly overall correlated with 위임사명High correlation
위임사명 is highly overall correlated with 회수건수High correlation

Reproduction

Analysis started2023-12-12 19:02:17.584432
Analysis finished2023-12-12 19:02:18.178508
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준월
Date

Distinct5
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size572.0 B
Minimum2016-08-01 00:00:00
Maximum2016-12-01 00:00:00
2023-12-13T04:02:18.225419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:02:18.343839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

위임사명
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size572.0 B
IBK신용정보
5 
SGI신용정보
5 
고려신용정보
5 
나이스신용정보
5 
미래신용정보
5 
Other values (6)
30 

Length

Max length8
Median length7
Mean length6.7272727
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIBK신용정보
2nd rowSGI신용정보
3rd row고려신용정보
4th row나이스신용정보
5th row미래신용정보

Common Values

ValueCountFrequency (%)
IBK신용정보 5
9.1%
SGI신용정보 5
9.1%
고려신용정보 5
9.1%
나이스신용정보 5
9.1%
미래신용정보 5
9.1%
신한신용정보 5
9.1%
에스엠신용정보 5
9.1%
에이앤디신용정보 5
9.1%
우리신용정보 5
9.1%
중앙신용정보 5
9.1%

Length

2023-12-13T04:02:18.512136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
ibk신용정보 5
9.1%
sgi신용정보 5
9.1%
고려신용정보 5
9.1%
나이스신용정보 5
9.1%
미래신용정보 5
9.1%
신한신용정보 5
9.1%
에스엠신용정보 5
9.1%
에이앤디신용정보 5
9.1%
우리신용정보 5
9.1%
중앙신용정보 5
9.1%

회수건수
Real number (ℝ)

HIGH CORRELATION 

Distinct54
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean772.56364
Minimum447
Maximum1507
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size627.0 B
2023-12-13T04:02:18.698460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum447
5-th percentile492.2
Q1532
median640
Q3991.5
95-th percentile1466.1
Maximum1507
Range1060
Interquartile range (IQR)459.5

Descriptive statistics

Standard deviation302.13823
Coefficient of variation (CV)0.39108523
Kurtosis0.31975227
Mean772.56364
Median Absolute Deviation (MAD)129
Skewness1.0958032
Sum42491
Variance91287.51
MonotonicityNot monotonic
2023-12-13T04:02:18.865491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
525 2
 
3.6%
1011 1
 
1.8%
1030 1
 
1.8%
992 1
 
1.8%
1485 1
 
1.8%
531 1
 
1.8%
1037 1
 
1.8%
644 1
 
1.8%
497 1
 
1.8%
511 1
 
1.8%
Other values (44) 44
80.0%
ValueCountFrequency (%)
447 1
1.8%
458 1
1.8%
481 1
1.8%
497 1
1.8%
503 1
1.8%
508 1
1.8%
511 1
1.8%
514 1
1.8%
516 1
1.8%
518 1
1.8%
ValueCountFrequency (%)
1507 1
1.8%
1499 1
1.8%
1485 1
1.8%
1458 1
1.8%
1449 1
1.8%
1082 1
1.8%
1037 1
1.8%
1031 1
1.8%
1030 1
1.8%
1028 1
1.8%

Interactions

2023-12-13T04:02:17.684046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T04:02:18.977008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준월위임사명회수건수
기준월1.0000.0000.000
위임사명0.0001.0000.848
회수건수0.0000.8481.000
2023-12-13T04:02:19.092049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회수건수위임사명
회수건수1.0000.611
위임사명0.6111.000

Missing values

2023-12-13T04:02:18.054388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T04:02:18.143761image/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

기준월위임사명회수건수
02016-08IBK신용정보1458
12016-08SGI신용정보481
22016-08고려신용정보921
32016-08나이스신용정보533
42016-08미래신용정보447
52016-08신한신용정보508
62016-08에스엠신용정보603
72016-08에이앤디신용정보631
82016-08우리신용정보1031
92016-08중앙신용정보970
기준월위임사명회수건수
452016-12SGI신용정보527
462016-12고려신용정보1082
472016-12나이스신용정보721
482016-12미래신용정보560
492016-12신한신용정보540
502016-12에스엠신용정보673
512016-12에이앤디신용정보772
522016-12우리신용정보991
532016-12중앙신용정보978
542016-12케이티비신용정보562