Overview

Dataset statistics

Number of variables5
Number of observations52
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory44.5 B

Variable types

Categorical1
DateTime2
Numeric2

Dataset

Description울산시설공단 어린이테마파크 VR 체험 인원 및 수입금을 시설명, VR 체험 인원, VR 체험료 등 항목으로 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15103755/fileData.do

Alerts

시설명 has constant value ""Constant
기준일자 has constant value ""Constant
VR체험인원(명) is highly overall correlated with VR체험료(천원)High correlation
VR체험료(천원) is highly overall correlated with VR체험인원(명)High correlation
연월 has unique valuesUnique
VR체험인원(명) has 6 (11.5%) zerosZeros
VR체험료(천원) has 6 (11.5%) zerosZeros

Reproduction

Analysis started2023-12-12 06:12:06.450547
Analysis finished2023-12-12 06:12:07.012643
Duration0.56 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
VR놀이터
52 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
VR놀이터 52
100.0%

Length

2023-12-12T15:12:07.065799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:12:07.143899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
vr놀이터 52
100.0%

연월
Date

UNIQUE 

Distinct52
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size548.0 B
Minimum2019-01-01 00:00:00
Maximum2023-04-01 00:00:00
2023-12-12T15:12:07.239390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:12:07.387614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

VR체험인원(명)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct47
Distinct (%)90.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean877.96154
Minimum0
Maximum2768
Zeros6
Zeros (%)11.5%
Negative0
Negative (%)0.0%
Memory size600.0 B
2023-12-12T15:12:07.588271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1469.75
median819.5
Q31130
95-th percentile1773.35
Maximum2768
Range2768
Interquartile range (IQR)660.25

Descriptive statistics

Standard deviation600.6929
Coefficient of variation (CV)0.68419045
Kurtosis1.6035571
Mean877.96154
Median Absolute Deviation (MAD)342
Skewness0.94823269
Sum45654
Variance360831.96
MonotonicityNot monotonic
2023-12-12T15:12:07.724262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 6
 
11.5%
1098 1
 
1.9%
469 1
 
1.9%
466 1
 
1.9%
620 1
 
1.9%
870 1
 
1.9%
470 1
 
1.9%
677 1
 
1.9%
555 1
 
1.9%
533 1
 
1.9%
Other values (37) 37
71.2%
ValueCountFrequency (%)
0 6
11.5%
218 1
 
1.9%
321 1
 
1.9%
432 1
 
1.9%
433 1
 
1.9%
452 1
 
1.9%
466 1
 
1.9%
469 1
 
1.9%
470 1
 
1.9%
533 1
 
1.9%
ValueCountFrequency (%)
2768 1
1.9%
2603 1
1.9%
1797 1
1.9%
1754 1
1.9%
1715 1
1.9%
1560 1
1.9%
1497 1
1.9%
1474 1
1.9%
1470 1
1.9%
1428 1
1.9%

VR체험료(천원)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct47
Distinct (%)90.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3185.7692
Minimum0
Maximum8304
Zeros6
Zeros (%)11.5%
Negative0
Negative (%)0.0%
Memory size600.0 B
2023-12-12T15:12:07.848685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12238
median3145.5
Q34431
95-th percentile5770.2
Maximum8304
Range8304
Interquartile range (IQR)2193

Descriptive statistics

Standard deviation1876.5306
Coefficient of variation (CV)0.58903532
Kurtosis0.4623187
Mean3185.7692
Median Absolute Deviation (MAD)1048.5
Skewness0.29729506
Sum165660
Variance3521367.1
MonotonicityNot monotonic
2023-12-12T15:12:07.977932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 6
 
11.5%
3294 1
 
1.9%
2394 1
 
1.9%
2325 1
 
1.9%
3333 1
 
1.9%
4554 1
 
1.9%
2445 1
 
1.9%
3651 1
 
1.9%
3063 1
 
1.9%
2829 1
 
1.9%
Other values (37) 37
71.2%
ValueCountFrequency (%)
0 6
11.5%
654 1
 
1.9%
1218 1
 
1.9%
1323 1
 
1.9%
2052 1
 
1.9%
2142 1
 
1.9%
2166 1
 
1.9%
2193 1
 
1.9%
2253 1
 
1.9%
2322 1
 
1.9%
ValueCountFrequency (%)
8304 1
1.9%
7809 1
1.9%
6186 1
1.9%
5430 1
1.9%
5391 1
1.9%
5262 1
1.9%
5160 1
1.9%
5145 1
1.9%
5118 1
1.9%
4680 1
1.9%

기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
Minimum2023-05-09 00:00:00
Maximum2023-05-09 00:00:00
2023-12-12T15:12:08.096399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:12:08.178005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T15:12:06.686419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:12:06.534772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:12:06.774590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:12:06.606931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T15:12:08.248836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연월VR체험인원(명)VR체험료(천원)
연월1.0001.0001.000
VR체험인원(명)1.0001.0000.887
VR체험료(천원)1.0000.8871.000
2023-12-12T15:12:08.413502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
VR체험인원(명)VR체험료(천원)
VR체험인원(명)1.0000.869
VR체험료(천원)0.8691.000

Missing values

2023-12-12T15:12:06.874357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:12:06.973581image/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

시설명연월VR체험인원(명)VR체험료(천원)기준일자
0VR놀이터2019-01109832942023-05-09
1VR놀이터2019-02147444222023-05-09
2VR놀이터2019-03142842842023-05-09
3VR놀이터2019-04101230362023-05-09
4VR놀이터2019-05149744912023-05-09
5VR놀이터2019-06179753912023-05-09
6VR놀이터2019-07156046802023-05-09
7VR놀이터2019-08276883042023-05-09
8VR놀이터2019-09147044102023-05-09
9VR놀이터2019-10260378092023-05-09
시설명연월VR체험인원(명)VR체험료(천원)기준일자
42VR놀이터2022-0782644582023-05-09
43VR놀이터2022-0898951182023-05-09
44VR놀이터2022-0971135582023-05-09
45VR놀이터2022-10112254302023-05-09
46VR놀이터2022-1187838312023-05-09
47VR놀이터2022-1282224662023-05-09
48VR놀이터2023-0172221662023-05-09
49VR놀이터2023-02107632282023-05-09
50VR놀이터2023-0381724512023-05-09
51VR놀이터2023-04110033002023-05-09