Overview

Dataset statistics

Number of variables4
Number of observations91
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 KiB
Average record size in memory35.5 B

Variable types

Categorical3
Numeric1

Dataset

Description산림복지진흥원 산하의 국립산림치유원과 국립숲체원의 연도별(2019년, 2020년) 연령별 이용객 수에 관한 데이터 입니다.
Author한국산림복지진흥원
URLhttps://www.data.go.kr/data/15080180/fileData.do

Alerts

이용객 수(명) is highly overall correlated with 연도High correlation
연도 is highly overall correlated with 이용객 수(명)High correlation
이용객 수(명) has unique valuesUnique

Reproduction

Analysis started2023-12-12 12:48:19.257624
Analysis finished2023-12-12 12:48:19.705320
Duration0.45 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size860.0 B
2020
56 
2019
35 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2019

Common Values

ValueCountFrequency (%)
2020 56
61.5%
2019 35
38.5%

Length

2023-12-12T21:48:19.775577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:48:19.880009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 56
61.5%
2019 35
38.5%

소속기관
Categorical

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
산림치유원
14 
횡성숲체원
14 
칠곡숲체원
14 
장성숲체원
14 
청도숲체원
14 
Other values (3)
21 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
산림치유원 14
15.4%
횡성숲체원 14
15.4%
칠곡숲체원 14
15.4%
장성숲체원 14
15.4%
청도숲체원 14
15.4%
대전숲체원 7
7.7%
춘천숲체원 7
7.7%
나주숲체원 7
7.7%

Length

2023-12-12T21:48:20.063903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:48:20.195264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
산림치유원 14
15.4%
횡성숲체원 14
15.4%
칠곡숲체원 14
15.4%
장성숲체원 14
15.4%
청도숲체원 14
15.4%
대전숲체원 7
7.7%
춘천숲체원 7
7.7%
나주숲체원 7
7.7%

연령
Categorical

Distinct7
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size860.0 B
미취학
13 
10대
13 
20대
13 
30대
13 
40대
13 
Other values (2)
26 

Length

Max length5
Median length3
Mean length3.2857143
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row미취학
2nd row10대
3rd row20대
4th row30대
5th row40대

Common Values

ValueCountFrequency (%)
미취학 13
14.3%
10대 13
14.3%
20대 13
14.3%
30대 13
14.3%
40대 13
14.3%
50대 13
14.3%
60대이상 13
14.3%

Length

2023-12-12T21:48:20.346573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:48:20.484488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미취학 13
14.3%
10대 13
14.3%
20대 13
14.3%
30대 13
14.3%
40대 13
14.3%
50대 13
14.3%
60대이상 13
14.3%

이용객 수(명)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct91
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4071.2857
Minimum12
Maximum26104
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size951.0 B
2023-12-12T21:48:20.674585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum12
5-th percentile117.5
Q1763
median2151
Q35591
95-th percentile12274
Maximum26104
Range26092
Interquartile range (IQR)4828

Descriptive statistics

Standard deviation4626.7619
Coefficient of variation (CV)1.1364375
Kurtosis5.0745922
Mean4071.2857
Median Absolute Deviation (MAD)1876
Skewness1.9492238
Sum370487
Variance21406926
MonotonicityNot monotonic
2023-12-12T21:48:20.857364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2038 1
 
1.1%
669 1
 
1.1%
790 1
 
1.1%
454 1
 
1.1%
736 1
 
1.1%
1554 1
 
1.1%
504 1
 
1.1%
884 1
 
1.1%
1805 1
 
1.1%
2393 1
 
1.1%
Other values (81) 81
89.0%
ValueCountFrequency (%)
12 1
1.1%
69 1
1.1%
81 1
1.1%
97 1
1.1%
112 1
1.1%
123 1
1.1%
153 1
1.1%
162 1
1.1%
167 1
1.1%
178 1
1.1%
ValueCountFrequency (%)
26104 1
1.1%
16196 1
1.1%
14950 1
1.1%
14558 1
1.1%
12377 1
1.1%
12171 1
1.1%
11927 1
1.1%
11356 1
1.1%
11180 1
1.1%
10926 1
1.1%

Interactions

2023-12-12T21:48:19.422599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T21:48:20.977556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도소속기관연령이용객 수(명)
연도1.0000.4600.0000.835
소속기관0.4601.0000.0000.517
연령0.0000.0001.0000.000
이용객 수(명)0.8350.5170.0001.000
2023-12-12T21:48:21.097718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도소속기관연령
연도1.0000.3330.000
소속기관0.3331.0000.000
연령0.0000.0001.000
2023-12-12T21:48:21.493413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용객 수(명)연도소속기관연령
이용객 수(명)1.0000.6320.1930.000
연도0.6321.0000.3330.000
소속기관0.1930.3331.0000.000
연령0.0000.0000.0001.000

Missing values

2023-12-12T21:48:19.549762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T21:48:19.660720image/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

연도소속기관연령이용객 수(명)
02019산림치유원미취학2038
12019산림치유원10대10578
22019산림치유원20대6238
32019산림치유원30대10926
42019산림치유원40대16196
52019산림치유원50대14558
62019산림치유원60대이상14950
72019횡성숲체원미취학1754
82019횡성숲체원10대26104
92019횡성숲체원20대6772
연도소속기관연령이용객 수(명)
812020춘천숲체원40대178
822020춘천숲체원50대275
832020춘천숲체원60대이상12
842020나주숲체원미취학112
852020나주숲체원10대597
862020나주숲체원20대97
872020나주숲체원30대81
882020나주숲체원40대162
892020나주숲체원50대153
902020나주숲체원60대이상69