Overview

Dataset statistics

Number of variables5
Number of observations120
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.3 KiB
Average record size in memory45.1 B

Variable types

DateTime1
Numeric4

Dataset

Description한국잡월드를 이용하는 단체(학교, 유치원 등)에 대한 체험관별 이용자 수 집계 자료입니다. 단체별 구분 및 월별 자료를 제공합니다.
URLhttps://www.data.go.kr/data/15051972/fileData.do

Alerts

청소년체험관 is highly overall correlated with 어린이체험관 and 1 other fieldsHigh correlation
어린이체험관 is highly overall correlated with 청소년체험관 and 1 other fieldsHigh correlation
합계 is highly overall correlated with 청소년체험관 and 1 other fieldsHigh correlation
기준일 has unique valuesUnique
청소년체험관 has 6 (5.0%) zerosZeros
어린이체험관 has 5 (4.2%) zerosZeros
전시관 has 80 (66.7%) zerosZeros
합계 has 4 (3.3%) zerosZeros

Reproduction

Analysis started2023-12-12 17:20:07.648045
Analysis finished2023-12-12 17:20:09.421487
Duration1.77 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준일
Date

UNIQUE 

Distinct120
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2013-01-31 00:00:00
Maximum2023-03-31 00:00:00
2023-12-13T02:20:09.486822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:09.641338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

청소년체험관
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct115
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20962.175
Minimum0
Maximum48289
Zeros6
Zeros (%)5.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T02:20:09.806054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5.7
Q17316
median22731.5
Q332739.25
95-th percentile40415.35
Maximum48289
Range48289
Interquartile range (IQR)25423.25

Descriptive statistics

Standard deviation13798.395
Coefficient of variation (CV)0.65825209
Kurtosis-1.2627498
Mean20962.175
Median Absolute Deviation (MAD)10971
Skewness-0.20783009
Sum2515461
Variance1.9039572 × 108
MonotonicityNot monotonic
2023-12-13T02:20:10.257133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6
 
5.0%
28701 1
 
0.8%
5056 1
 
0.8%
7574 1
 
0.8%
26647 1
 
0.8%
33507 1
 
0.8%
33163 1
 
0.8%
25680 1
 
0.8%
19911 1
 
0.8%
28033 1
 
0.8%
Other values (105) 105
87.5%
ValueCountFrequency (%)
0 6
5.0%
6 1
 
0.8%
100 1
 
0.8%
121 1
 
0.8%
134 1
 
0.8%
230 1
 
0.8%
517 1
 
0.8%
636 1
 
0.8%
638 1
 
0.8%
701 1
 
0.8%
ValueCountFrequency (%)
48289 1
0.8%
43975 1
0.8%
41374 1
0.8%
40751 1
0.8%
40505 1
0.8%
40460 1
0.8%
40413 1
0.8%
40127 1
0.8%
38756 1
0.8%
38247 1
0.8%

어린이체험관
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct115
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6593.8417
Minimum0
Maximum14223
Zeros5
Zeros (%)4.2%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T02:20:10.377697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile22.95
Q13072
median7659
Q310009.75
95-th percentile12450.95
Maximum14223
Range14223
Interquartile range (IQR)6937.75

Descriptive statistics

Standard deviation4215.7427
Coefficient of variation (CV)0.63934546
Kurtosis-1.1499477
Mean6593.8417
Median Absolute Deviation (MAD)2876.5
Skewness-0.29521778
Sum791261
Variance17772487
MonotonicityNot monotonic
2023-12-13T02:20:10.510508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5
 
4.2%
9526 2
 
1.7%
10045 1
 
0.8%
8852 1
 
0.8%
22 1
 
0.8%
3122 1
 
0.8%
8869 1
 
0.8%
10499 1
 
0.8%
9998 1
 
0.8%
7360 1
 
0.8%
Other values (105) 105
87.5%
ValueCountFrequency (%)
0 5
4.2%
22 1
 
0.8%
23 1
 
0.8%
41 1
 
0.8%
62 1
 
0.8%
72 1
 
0.8%
76 1
 
0.8%
89 1
 
0.8%
147 1
 
0.8%
155 1
 
0.8%
ValueCountFrequency (%)
14223 1
0.8%
13996 1
0.8%
13853 1
0.8%
13325 1
0.8%
12642 1
0.8%
12469 1
0.8%
12450 1
0.8%
12367 1
0.8%
12153 1
0.8%
12087 1
0.8%

전시관
Real number (ℝ)

ZEROS 

Distinct40
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111.625
Minimum0
Maximum1313
Zeros80
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T02:20:10.647329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q357.25
95-th percentile790.25
Maximum1313
Range1313
Interquartile range (IQR)57.25

Descriptive statistics

Standard deviation268.93516
Coefficient of variation (CV)2.4092735
Kurtosis9.0401729
Mean111.625
Median Absolute Deviation (MAD)0
Skewness3.0387889
Sum13395
Variance72326.119
MonotonicityNot monotonic
2023-12-13T02:20:10.786015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
0 80
66.7%
122 2
 
1.7%
29 1
 
0.8%
149 1
 
0.8%
155 1
 
0.8%
98 1
 
0.8%
871 1
 
0.8%
180 1
 
0.8%
1057 1
 
0.8%
5 1
 
0.8%
Other values (30) 30
 
25.0%
ValueCountFrequency (%)
0 80
66.7%
5 1
 
0.8%
7 1
 
0.8%
17 1
 
0.8%
21 1
 
0.8%
29 1
 
0.8%
34 1
 
0.8%
36 1
 
0.8%
38 1
 
0.8%
48 1
 
0.8%
ValueCountFrequency (%)
1313 1
0.8%
1294 1
0.8%
1156 1
0.8%
1057 1
0.8%
912 1
0.8%
871 1
0.8%
786 1
0.8%
691 1
0.8%
544 1
0.8%
436 1
0.8%

합계
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct117
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27667.642
Minimum0
Maximum61614
Zeros4
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T02:20:10.921461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile22.95
Q111238
median29834
Q342506
95-th percentile51329.4
Maximum61614
Range61614
Interquartile range (IQR)31268

Descriptive statistics

Standard deviation17937.14
Coefficient of variation (CV)0.64830753
Kurtosis-1.2526266
Mean27667.642
Median Absolute Deviation (MAD)14300.5
Skewness-0.24063531
Sum3320117
Variance3.2174101 × 108
MonotonicityNot monotonic
2023-12-13T02:20:11.045336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4
 
3.3%
38746 1
 
0.8%
23800 1
 
0.8%
22 1
 
0.8%
10818 1
 
0.8%
36573 1
 
0.8%
44186 1
 
0.8%
44032 1
 
0.8%
33138 1
 
0.8%
25809 1
 
0.8%
Other values (107) 107
89.2%
ValueCountFrequency (%)
0 4
3.3%
6 1
 
0.8%
22 1
 
0.8%
23 1
 
0.8%
162 1
 
0.8%
227 1
 
0.8%
297 1
 
0.8%
545 1
 
0.8%
762 1
 
0.8%
802 1
 
0.8%
ValueCountFrequency (%)
61614 1
0.8%
58198 1
0.8%
55227 1
0.8%
54456 1
0.8%
53055 1
0.8%
52743 1
0.8%
51255 1
0.8%
50668 1
0.8%
50614 1
0.8%
48868 1
0.8%

Interactions

2023-12-13T02:20:08.861306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:07.771238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.150027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.546613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.951264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:07.861918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.228402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.618540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:09.061232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:07.974133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.348377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.698936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:09.162424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.057599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.451921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:20:08.778026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:20:11.135439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청소년체험관어린이체험관전시관합계
청소년체험관1.0000.8950.0000.989
어린이체험관0.8951.0000.0000.929
전시관0.0000.0001.0000.000
합계0.9890.9290.0001.000
2023-12-13T02:20:11.223696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청소년체험관어린이체험관전시관합계
청소년체험관1.0000.9500.0670.997
어린이체험관0.9501.0000.0500.968
전시관0.0670.0501.0000.072
합계0.9970.9680.0721.000

Missing values

2023-12-13T02:20:09.287261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:20:09.385700image/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

기준일청소년체험관어린이체험관전시관합계
02013-01-312870110045038746
12013-02-28196167745027361
22013-03-31135883300016888
32013-04-30338828229042111
42013-05-314012711128051255
52013-06-30387569774048530
62013-07-314050510163050668
72013-08-31361899575045764
82013-09-30293388691038029
92013-10-314397514223058198
기준일청소년체험관어린이체험관전시관합계
1102022-06-301693448143821786
1112022-07-311861842304822896
1122022-08-31130953711016806
1132022-09-30210757520028595
1142022-10-312373487418332558
1152022-11-302685610946037802
1162022-12-31227077557030264
1172023-01-313173265405827
1182023-02-282531292205453
1192023-03-31126222085014707