Overview

Dataset statistics

Number of variables6
Number of observations30
Missing cells30
Missing cells (%)16.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory55.4 B

Variable types

Numeric2
Unsupported1
DateTime2
Categorical1

Dataset

Description샘플 데이터
Author경기도일자리재단
URLhttps://www.bigdata-region.kr/#/dataset/1ab49054-133e-436f-8743-9a42d69f68d2

Alerts

데이터기준일자 has constant value ""Constant
관리자답변내용 has 30 (100.0%) missing valuesMissing
일자리지원사업답변번호 has unique valuesUnique
관리자답변내용 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 13:52:12.784498
Analysis finished2023-12-10 13:52:13.895412
Duration1.11 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일자리지원사업답변번호
Real number (ℝ)

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean58.133333
Minimum35
Maximum75
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:52:13.984979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35
5-th percentile39.25
Q151.25
median59.5
Q366.75
95-th percentile73.1
Maximum75
Range40
Interquartile range (IQR)15.5

Descriptive statistics

Standard deviation11.072592
Coefficient of variation (CV)0.1904689
Kurtosis-0.66869263
Mean58.133333
Median Absolute Deviation (MAD)8
Skewness-0.44111684
Sum1744
Variance122.6023
MonotonicityStrictly increasing
2023-12-10T22:52:14.186528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
35 1
 
3.3%
61 1
 
3.3%
75 1
 
3.3%
74 1
 
3.3%
72 1
 
3.3%
71 1
 
3.3%
70 1
 
3.3%
69 1
 
3.3%
68 1
 
3.3%
67 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
35 1
3.3%
37 1
3.3%
42 1
3.3%
43 1
3.3%
44 1
3.3%
46 1
3.3%
49 1
3.3%
51 1
3.3%
52 1
3.3%
53 1
3.3%
ValueCountFrequency (%)
75 1
3.3%
74 1
3.3%
72 1
3.3%
71 1
3.3%
70 1
3.3%
69 1
3.3%
68 1
3.3%
67 1
3.3%
66 1
3.3%
65 1
3.3%

일자리지원사업신청번호
Real number (ℝ)

Distinct25
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7713.6
Minimum274
Maximum35806
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T22:52:14.408465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum274
5-th percentile306.4
Q1737.5
median3968
Q37267.75
95-th percentile35798
Maximum35806
Range35532
Interquartile range (IQR)6530.25

Descriptive statistics

Standard deviation10699.443
Coefficient of variation (CV)1.3870881
Kurtosis2.9556946
Mean7713.6
Median Absolute Deviation (MAD)3356
Skewness1.9807648
Sum231408
Variance1.1447807 × 108
MonotonicityNot monotonic
2023-12-10T22:52:14.724201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
1114 2
 
6.7%
6464 2
 
6.7%
35798 2
 
6.7%
274 2
 
6.7%
612 2
 
6.7%
3343 1
 
3.3%
8118 1
 
3.3%
510 1
 
3.3%
4221 1
 
3.3%
6685 1
 
3.3%
Other values (15) 15
50.0%
ValueCountFrequency (%)
274 2
6.7%
346 1
3.3%
356 1
3.3%
450 1
3.3%
510 1
3.3%
612 2
6.7%
1114 2
6.7%
1870 1
3.3%
2322 1
3.3%
3015 1
3.3%
ValueCountFrequency (%)
35806 1
3.3%
35798 2
6.7%
22011 1
3.3%
16340 1
3.3%
10182 1
3.3%
8118 1
3.3%
7417 1
3.3%
6820 1
3.3%
6685 1
3.3%
6464 2
6.7%

관리자답변내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing30
Missing (%)100.0%
Memory size402.0 B

등록일시
Date

Distinct24
Distinct (%)80.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2019-04-15 11:18:00
Maximum2019-04-15 13:47:00
2023-12-10T22:52:14.971399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:52:15.158038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)

수정일시
Date

Distinct26
Distinct (%)86.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2019-04-15 11:47:00
Maximum2019-04-19 16:50:00
2023-12-10T22:52:15.343711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:52:15.583865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2019-04-15
30 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-04-15
2nd row2019-04-15
3rd row2019-04-15
4th row2019-04-15
5th row2019-04-15

Common Values

ValueCountFrequency (%)
2019-04-15 30
100.0%

Length

2023-12-10T22:52:15.800531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:52:15.962206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-04-15 30
100.0%

Interactions

2023-12-10T22:52:13.318885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:52:13.018629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:52:13.473915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T22:52:13.168448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T22:52:16.079745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일자리지원사업답변번호일자리지원사업신청번호등록일시수정일시
일자리지원사업답변번호1.0000.6620.9880.930
일자리지원사업신청번호0.6621.0000.8800.963
등록일시0.9880.8801.0000.945
수정일시0.9300.9630.9451.000
2023-12-10T22:52:16.244097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
일자리지원사업답변번호일자리지원사업신청번호
일자리지원사업답변번호1.000-0.027
일자리지원사업신청번호-0.0271.000

Missing values

2023-12-10T22:52:13.651888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T22:52:13.815174image/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

일자리지원사업답변번호일자리지원사업신청번호관리자답변내용등록일시수정일시데이터기준일자
0351114<NA>2019-04-15 11:182019-04-15 13:162019-04-15
1374079<NA>2019-04-15 11:472019-04-15 11:472019-04-15
24222011<NA>2019-04-15 12:552019-04-15 12:552019-04-15
343346<NA>2019-04-15 13:052019-04-15 13:052019-04-15
4447417<NA>2019-04-15 13:072019-04-15 21:192019-04-15
54635806<NA>2019-04-15 13:082019-04-15 13:082019-04-15
649356<NA>2019-04-15 13:172019-04-16 17:502019-04-15
75110182<NA>2019-04-15 13:212019-04-15 13:342019-04-15
85235798<NA>2019-04-15 13:222019-04-15 13:232019-04-15
9531114<NA>2019-04-15 13:232019-04-15 13:232019-04-15
일자리지원사업답변번호일자리지원사업신청번호관리자답변내용등록일시수정일시데이터기준일자
20653857<NA>2019-04-15 13:332019-04-15 16:572019-04-15
21665136<NA>2019-04-15 13:362019-04-19 16:502019-04-15
22676820<NA>2019-04-15 13:372019-04-15 20:002019-04-15
23686464<NA>2019-04-15 13:402019-04-15 13:402019-04-15
24696464<NA>2019-04-15 13:442019-04-15 15:102019-04-15
2570450<NA>2019-04-15 13:442019-04-17 11:202019-04-15
26716685<NA>2019-04-15 13:452019-04-15 13:502019-04-15
27724221<NA>2019-04-15 13:462019-04-15 15:462019-04-15
2874510<NA>2019-04-15 13:472019-04-17 10:392019-04-15
29758118<NA>2019-04-15 13:472019-04-15 17:472019-04-15