Overview

Dataset statistics

Number of variables7
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.8 KiB
Average record size in memory62.4 B

Variable types

Numeric2
Categorical2
DateTime3

Dataset

Description샘플 데이터
Author경기도일자리재단
URLhttps://www.bigdata-region.kr/#/dataset/a5f6dfe5-f51a-416c-82a0-c49f6e66aef8

Alerts

교육기관공통명 has constant value ""Constant
교육프로그램공통명 has constant value ""Constant
등록일시 has constant value ""Constant
데이터기준일자 has constant value ""Constant
청년통장정보번호 is highly overall correlated with 정보순번High correlation
정보순번 is highly overall correlated with 청년통장정보번호High correlation
청년통장정보번호 has unique valuesUnique
정보순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 13:44:12.576194
Analysis finished2023-12-10 13:44:14.094304
Duration1.52 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

청년통장정보번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.1
Minimum4
Maximum111
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:44:14.197616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile8.35
Q128.25
median57.5
Q378.75
95-th percentile105.75
Maximum111
Range107
Interquartile range (IQR)50.5

Descriptive statistics

Standard deviation33.514125
Coefficient of variation (CV)0.60824183
Kurtosis-1.2788883
Mean55.1
Median Absolute Deviation (MAD)28
Skewness0.1209097
Sum1653
Variance1123.1966
MonotonicityStrictly increasing
2023-12-10T22:44:14.582505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
4 1
 
3.3%
66 1
 
3.3%
111 1
 
3.3%
108 1
 
3.3%
103 1
 
3.3%
102 1
 
3.3%
97 1
 
3.3%
96 1
 
3.3%
85 1
 
3.3%
80 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
4 1
3.3%
7 1
3.3%
10 1
3.3%
13 1
3.3%
17 1
3.3%
18 1
3.3%
27 1
3.3%
28 1
3.3%
29 1
3.3%
31 1
3.3%
ValueCountFrequency (%)
111 1
3.3%
108 1
3.3%
103 1
3.3%
102 1
3.3%
97 1
3.3%
96 1
3.3%
85 1
3.3%
80 1
3.3%
75 1
3.3%
73 1
3.3%

정보순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.5
Minimum1
Maximum30
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:44:14.780361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.45
Q18.25
median15.5
Q322.75
95-th percentile28.55
Maximum30
Range29
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation8.8034084
Coefficient of variation (CV)0.56796183
Kurtosis-1.2
Mean15.5
Median Absolute Deviation (MAD)7.5
Skewness0
Sum465
Variance77.5
MonotonicityStrictly increasing
2023-12-10T22:44:14.975080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
1 1
 
3.3%
17 1
 
3.3%
30 1
 
3.3%
29 1
 
3.3%
28 1
 
3.3%
27 1
 
3.3%
26 1
 
3.3%
25 1
 
3.3%
24 1
 
3.3%
23 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
1 1
3.3%
2 1
3.3%
3 1
3.3%
4 1
3.3%
5 1
3.3%
6 1
3.3%
7 1
3.3%
8 1
3.3%
9 1
3.3%
10 1
3.3%
ValueCountFrequency (%)
30 1
3.3%
29 1
3.3%
28 1
3.3%
27 1
3.3%
26 1
3.3%
25 1
3.3%
24 1
3.3%
23 1
3.3%
22 1
3.3%
21 1
3.3%

교육기관공통명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
서민금융원
30 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서민금융원 30
100.0%

Length

2023-12-10T22:44:15.193233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:44:15.342309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서민금융원 30
100.0%

교육프로그램공통명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
교육프로그램1
30 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row교육프로그램1
2nd row교육프로그램1
3rd row교육프로그램1
4th row교육프로그램1
5th row교육프로그램1

Common Values

ValueCountFrequency (%)
교육프로그램1 30
100.0%

Length

2023-12-10T22:44:15.489510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:44:15.690890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육프로그램1 30
100.0%

교육수료일자
Date

Distinct23
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2018-01-10 00:00:00
Maximum2018-03-07 00:00:00
2023-12-10T22:44:15.945721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:16.168027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)

등록일시
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2019-05-02 18:03:00
Maximum2019-05-02 18:03:00
2023-12-10T22:44:16.369323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:16.525381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2019-05-02 00:00:00
Maximum2019-05-02 00:00:00
2023-12-10T22:44:16.666472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:16.809009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-10T22:44:13.312299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:12.901816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:13.471220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:44:13.159101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T22:44:16.904811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청년통장정보번호정보순번교육수료일자
청년통장정보번호1.0000.9840.825
정보순번0.9841.0000.764
교육수료일자0.8250.7641.000
2023-12-10T22:44:17.046188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청년통장정보번호정보순번
청년통장정보번호1.0001.000
정보순번1.0001.000

Missing values

2023-12-10T22:44:13.787425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T22:44:14.024946image/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

청년통장정보번호정보순번교육기관공통명교육프로그램공통명교육수료일자등록일시데이터기준일자
041서민금융원교육프로그램12018-02-222019-05-02 18:032019-05-02
172서민금융원교육프로그램12018-01-162019-05-02 18:032019-05-02
2103서민금융원교육프로그램12018-02-072019-05-02 18:032019-05-02
3134서민금융원교육프로그램12018-01-292019-05-02 18:032019-05-02
4175서민금융원교육프로그램12018-02-012019-05-02 18:032019-05-02
5186서민금융원교육프로그램12018-01-192019-05-02 18:032019-05-02
6277서민금융원교육프로그램12018-02-252019-05-02 18:032019-05-02
7288서민금융원교육프로그램12018-02-232019-05-02 18:032019-05-02
8299서민금융원교육프로그램12018-01-292019-05-02 18:032019-05-02
93110서민금융원교육프로그램12018-02-142019-05-02 18:032019-05-02
청년통장정보번호정보순번교육기관공통명교육프로그램공통명교육수료일자등록일시데이터기준일자
207321서민금융원교육프로그램12018-01-302019-05-02 18:032019-05-02
217522서민금융원교육프로그램12018-02-062019-05-02 18:032019-05-02
228023서민금융원교육프로그램12018-02-042019-05-02 18:032019-05-02
238524서민금융원교육프로그램12018-01-182019-05-02 18:032019-05-02
249625서민금융원교육프로그램12018-01-152019-05-02 18:032019-05-02
259726서민금융원교육프로그램12018-01-232019-05-02 18:032019-05-02
2610227서민금융원교육프로그램12018-02-282019-05-02 18:032019-05-02
2710328서민금융원교육프로그램12018-02-262019-05-02 18:032019-05-02
2810829서민금융원교육프로그램12018-02-212019-05-02 18:032019-05-02
2911130서민금융원교육프로그램12018-01-102019-05-02 18:032019-05-02