Overview

Dataset statistics

Number of variables4
Number of observations1000
Missing cells0
Missing cells (%)0.0%
Duplicate rows360
Duplicate rows (%)36.0%
Total size in memory32.4 KiB
Average record size in memory33.1 B

Variable types

Categorical3
Numeric1

Dataset

Description한국주택금융공사 유동화자산부 업무 관련 공공데이터 (해당 부서의 업무와 관련된 데이터베이스에서 공개 가능한 원천 데이터)
URLhttps://www.data.go.kr/data/15072817/fileData.do

Alerts

유동화계획코드 has constant value ""Constant
취급기관코드 has constant value ""Constant
Dataset has 360 (36.0%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 23:08:58.343730
Analysis finished2023-12-12 23:08:58.753677
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

유동화계획코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.9 KiB
KHFCMB2010L-09
1000 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowKHFCMB2010L-09
2nd rowKHFCMB2010L-09
3rd rowKHFCMB2010L-09
4th rowKHFCMB2010L-09
5th rowKHFCMB2010L-09

Common Values

ValueCountFrequency (%)
KHFCMB2010L-09 1000
100.0%

Length

2023-12-13T08:08:58.809976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:08:58.882600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
khfcmb2010l-09 1000
100.0%

인수코드
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.9 KiB
B003-2010-0003
520 
B003-2010-0002
480 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowB003-2010-0002
2nd rowB003-2010-0002
3rd rowB003-2010-0002
4th rowB003-2010-0002
5th rowB003-2010-0002

Common Values

ValueCountFrequency (%)
B003-2010-0003 520
52.0%
B003-2010-0002 480
48.0%

Length

2023-12-13T08:08:58.968233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:08:59.052913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b003-2010-0003 520
52.0%
b003-2010-0002 480
48.0%

납입회차
Real number (ℝ)

Distinct240
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.1
Minimum1
Maximum240
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size8.9 KiB
2023-12-13T08:08:59.155187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile10.95
Q150.75
median97
Q3142.25
95-th percentile190.05
Maximum240
Range239
Interquartile range (IQR)91.5

Descriptive statistics

Standard deviation57.155549
Coefficient of variation (CV)0.58262537
Kurtosis-0.78149075
Mean98.1
Median Absolute Deviation (MAD)46
Skewness0.19076488
Sum98100
Variance3266.7568
MonotonicityNot monotonic
2023-12-13T08:08:59.271773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
90 6
 
0.6%
91 6
 
0.6%
93 6
 
0.6%
94 6
 
0.6%
95 6
 
0.6%
111 6
 
0.6%
110 6
 
0.6%
109 6
 
0.6%
96 6
 
0.6%
97 6
 
0.6%
Other values (230) 940
94.0%
ValueCountFrequency (%)
1 5
0.5%
2 5
0.5%
3 5
0.5%
4 5
0.5%
5 5
0.5%
6 5
0.5%
7 5
0.5%
8 5
0.5%
9 5
0.5%
10 5
0.5%
ValueCountFrequency (%)
240 1
0.1%
239 1
0.1%
238 1
0.1%
237 1
0.1%
236 1
0.1%
235 1
0.1%
234 1
0.1%
233 1
0.1%
232 1
0.1%
231 1
0.1%

취급기관코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.9 KiB
기업은행
1000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
기업은행 1000
100.0%

Length

2023-12-13T08:08:59.383202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:08:59.465851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기업은행 1000
100.0%

Interactions

2023-12-13T08:08:58.448780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:08:59.522648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인수코드납입회차
인수코드1.0000.346
납입회차0.3461.000
2023-12-13T08:08:59.590981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납입회차인수코드
납입회차1.0000.265
인수코드0.2651.000

Missing values

2023-12-13T08:08:58.607676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:08:58.717620image/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

유동화계획코드인수코드납입회차취급기관코드
0KHFCMB2010L-09B003-2010-0002177기업은행
1KHFCMB2010L-09B003-2010-0002176기업은행
2KHFCMB2010L-09B003-2010-0002175기업은행
3KHFCMB2010L-09B003-2010-0002174기업은행
4KHFCMB2010L-09B003-2010-0002173기업은행
5KHFCMB2010L-09B003-2010-0002172기업은행
6KHFCMB2010L-09B003-2010-0002171기업은행
7KHFCMB2010L-09B003-2010-0002170기업은행
8KHFCMB2010L-09B003-2010-0002169기업은행
9KHFCMB2010L-09B003-2010-0002168기업은행
유동화계획코드인수코드납입회차취급기관코드
990KHFCMB2010L-09B003-2010-000390기업은행
991KHFCMB2010L-09B003-2010-000389기업은행
992KHFCMB2010L-09B003-2010-000388기업은행
993KHFCMB2010L-09B003-2010-000387기업은행
994KHFCMB2010L-09B003-2010-000386기업은행
995KHFCMB2010L-09B003-2010-000385기업은행
996KHFCMB2010L-09B003-2010-000384기업은행
997KHFCMB2010L-09B003-2010-000383기업은행
998KHFCMB2010L-09B003-2010-000382기업은행
999KHFCMB2010L-09B003-2010-000381기업은행

Duplicate rows

Most frequently occurring

유동화계획코드인수코드납입회차취급기관코드# duplicates
0KHFCMB2010L-09B003-2010-00021기업은행3
1KHFCMB2010L-09B003-2010-00022기업은행3
2KHFCMB2010L-09B003-2010-00023기업은행3
3KHFCMB2010L-09B003-2010-00024기업은행3
4KHFCMB2010L-09B003-2010-00025기업은행3
5KHFCMB2010L-09B003-2010-00026기업은행3
6KHFCMB2010L-09B003-2010-00027기업은행3
7KHFCMB2010L-09B003-2010-00028기업은행3
8KHFCMB2010L-09B003-2010-00029기업은행3
9KHFCMB2010L-09B003-2010-000210기업은행3