Overview

Dataset statistics

Number of variables5
Number of observations123
Missing cells5
Missing cells (%)0.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.4 KiB
Average record size in memory45.1 B

Variable types

DateTime1
Numeric4

Dataset

Description한국잡월드에서 운영 중인 다양한 체험관의 월별 전체이용자수에 대한 자료 입니다. (개인, 단체 등의 합산자료 입니다.)
URLhttps://www.data.go.kr/data/15051973/fileData.do

Alerts

청소년체험관 is highly overall correlated with 어린이체험관 and 2 other fieldsHigh correlation
어린이체험관 is highly overall correlated with 청소년체험관 and 2 other fieldsHigh correlation
전시관 is highly overall correlated with 청소년체험관 and 2 other fieldsHigh correlation
합계 is highly overall correlated with 청소년체험관 and 2 other fieldsHigh correlation
청소년체험관 has 4 (3.3%) zerosZeros
어린이체험관 has 4 (3.3%) zerosZeros
전시관 has 5 (4.1%) zerosZeros
합계 has 4 (3.3%) zerosZeros

Reproduction

Analysis started2023-12-12 15:04:12.895912
Analysis finished2023-12-12 15:04:14.654459
Duration1.76 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준일
Date

Distinct122
Distinct (%)100.0%
Missing1
Missing (%)0.8%
Memory size1.1 KiB
Minimum2013-01-31 00:00:00
Maximum2023-02-28 00:00:00
2023-12-13T00:04:14.999159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:15.125532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

청소년체험관
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct118
Distinct (%)96.7%
Missing1
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean25568.533
Minimum0
Maximum52770
Zeros4
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T00:04:15.268398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile264.1
Q112672
median29661
Q337824.75
95-th percentile45919
Maximum52770
Range52770
Interquartile range (IQR)25152.75

Descriptive statistics

Standard deviation15499.958
Coefficient of variation (CV)0.60621226
Kurtosis-1.1375508
Mean25568.533
Median Absolute Deviation (MAD)10087
Skewness-0.36520399
Sum3119361
Variance2.402487 × 108
MonotonicityNot monotonic
2023-12-13T00:04:15.431552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4
 
3.3%
36835 2
 
1.6%
41757 1
 
0.8%
13126 1
 
0.8%
2179 1
 
0.8%
161 1
 
0.8%
2254 1
 
0.8%
13992 1
 
0.8%
29290 1
 
0.8%
35731 1
 
0.8%
Other values (108) 108
87.8%
ValueCountFrequency (%)
0 4
3.3%
100 1
 
0.8%
161 1
 
0.8%
242 1
 
0.8%
684 1
 
0.8%
733 1
 
0.8%
959 1
 
0.8%
1228 1
 
0.8%
1579 1
 
0.8%
1630 1
 
0.8%
ValueCountFrequency (%)
52770 1
0.8%
52654 1
0.8%
50527 1
0.8%
47805 1
0.8%
47629 1
0.8%
46470 1
0.8%
45925 1
0.8%
45805 1
0.8%
45472 1
0.8%
45431 1
0.8%

어린이체험관
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct119
Distinct (%)97.5%
Missing1
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean19687.779
Minimum0
Maximum39987
Zeros4
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T00:04:15.566743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1285.15
Q114894.75
median20260
Q326485
95-th percentile36793.05
Maximum39987
Range39987
Interquartile range (IQR)11590.25

Descriptive statistics

Standard deviation10113.56
Coefficient of variation (CV)0.51369736
Kurtosis-0.50624114
Mean19687.779
Median Absolute Deviation (MAD)6146.5
Skewness-0.21805086
Sum2401909
Variance1.022841 × 108
MonotonicityNot monotonic
2023-12-13T00:04:15.716258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4
 
3.3%
34770 1
 
0.8%
27283 1
 
0.8%
5633 1
 
0.8%
700 1
 
0.8%
5726 1
 
0.8%
23358 1
 
0.8%
21914 1
 
0.8%
19200 1
 
0.8%
21586 1
 
0.8%
Other values (109) 109
88.6%
ValueCountFrequency (%)
0 4
3.3%
445 1
 
0.8%
700 1
 
0.8%
1222 1
 
0.8%
2485 1
 
0.8%
3543 1
 
0.8%
3629 1
 
0.8%
3740 1
 
0.8%
3813 1
 
0.8%
4249 1
 
0.8%
ValueCountFrequency (%)
39987 1
0.8%
39032 1
0.8%
38771 1
0.8%
38687 1
0.8%
38646 1
0.8%
37169 1
0.8%
36837 1
0.8%
35958 1
0.8%
35190 1
0.8%
34770 1
0.8%

전시관
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct112
Distinct (%)91.8%
Missing1
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean1796.7459
Minimum0
Maximum6911
Zeros5
Zeros (%)4.1%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T00:04:15.852114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile71.7
Q1351.25
median1634.5
Q32572.75
95-th percentile4435.7
Maximum6911
Range6911
Interquartile range (IQR)2221.5

Descriptive statistics

Standard deviation1514.4991
Coefficient of variation (CV)0.84291223
Kurtosis1.3348158
Mean1796.7459
Median Absolute Deviation (MAD)1099
Skewness1.0932436
Sum219203
Variance2293707.5
MonotonicityNot monotonic
2023-12-13T00:04:15.984859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 5
 
4.1%
175 2
 
1.6%
2926 2
 
1.6%
2060 2
 
1.6%
1319 2
 
1.6%
156 2
 
1.6%
344 2
 
1.6%
2384 1
 
0.8%
836 1
 
0.8%
2046 1
 
0.8%
Other values (102) 102
82.9%
ValueCountFrequency (%)
0 5
4.1%
23 1
 
0.8%
69 1
 
0.8%
123 1
 
0.8%
130 1
 
0.8%
134 1
 
0.8%
137 1
 
0.8%
140 1
 
0.8%
142 1
 
0.8%
145 1
 
0.8%
ValueCountFrequency (%)
6911 1
0.8%
6639 1
0.8%
6237 1
0.8%
6036 1
0.8%
4988 1
0.8%
4872 1
0.8%
4436 1
0.8%
4430 1
0.8%
4344 1
0.8%
4010 1
0.8%

합계
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct119
Distinct (%)97.5%
Missing1
Missing (%)0.8%
Infinite0
Infinite (%)0.0%
Mean47053.057
Minimum0
Maximum96711
Zeros4
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-13T00:04:16.209481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1649
Q137109.25
median53369.5
Q365113.5
95-th percentile80088.35
Maximum96711
Range96711
Interquartile range (IQR)28004.25

Descriptive statistics

Standard deviation25213.097
Coefficient of variation (CV)0.53584397
Kurtosis-0.77499495
Mean47053.057
Median Absolute Deviation (MAD)15048.5
Skewness-0.51132688
Sum5740473
Variance6.3570025 × 108
MonotonicityNot monotonic
2023-12-13T00:04:16.367160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 4
 
3.3%
79696 1
 
0.8%
60384 1
 
0.8%
7949 1
 
0.8%
884 1
 
0.8%
8155 1
 
0.8%
38186 1
 
0.8%
53250 1
 
0.8%
56443 1
 
0.8%
60776 1
 
0.8%
Other values (109) 109
88.6%
ValueCountFrequency (%)
0 4
3.3%
545 1
 
0.8%
884 1
 
0.8%
1533 1
 
0.8%
3853 1
 
0.8%
4485 1
 
0.8%
4590 1
 
0.8%
4928 1
 
0.8%
6035 1
 
0.8%
6487 1
 
0.8%
ValueCountFrequency (%)
96711 1
0.8%
91436 1
0.8%
83196 1
0.8%
82656 1
0.8%
82261 1
0.8%
80202 1
0.8%
80109 1
0.8%
79696 1
0.8%
79395 1
0.8%
79115 1
0.8%

Interactions

2023-12-13T00:04:14.091006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:12.996226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.317478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.737527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:14.160269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.063565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.419632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.817884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:14.251046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.149669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.545603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.904695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:14.328215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.231589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:13.642145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T00:04:14.003502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T00:04:16.450791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청소년체험관어린이체험관전시관합계
청소년체험관1.0000.8150.8370.824
어린이체험관0.8151.0000.6660.775
전시관0.8370.6661.0000.707
합계0.8240.7750.7071.000
2023-12-13T00:04:16.548321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청소년체험관어린이체험관전시관합계
청소년체험관1.0000.6780.8970.957
어린이체험관0.6781.0000.6950.828
전시관0.8970.6951.0000.908
합계0.9570.8280.9081.000

Missing values

2023-12-13T00:04:14.419498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:04:14.500488image/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.
2023-12-13T00:04:14.589316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

기준일청소년체험관어린이체험관전시관합계
02013-01-314175734770316979696
12013-02-283074727283235460384
22013-03-312049517415180339713
32013-04-303610317810401057923
42013-05-314547223094691175477
52013-06-304219022128487269190
62013-07-314762927422434479395
72013-08-315265434352443091436
82013-09-303314518097388955131
92013-10-314780526361603680202
기준일청소년체험관어린이체험관전시관합계
1132022-06-30197521692755237231
1142022-07-31243502300969848057
1152022-08-31232363107190655213
1162022-09-30227751423713437146
1172022-10-31268241970337946906
1182022-11-30288091974523148785
1192022-12-31249752392834249245
1202023-01-3187552082023629811
1212023-02-28109002681637338089
122<NA><NA><NA><NA><NA>