Overview

Dataset statistics

Number of variables4
Number of observations60
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.2 KiB
Average record size in memory37.1 B

Variable types

Categorical2
Numeric2

Dataset

Description국립산림품종관리센터에서 실시하는 산림교육 운영실적(참여인원)입니다. 월별 참여인원, 전년도 인원 등 을확인할 수 있습니다. * 기관 방문 포함
Author공공데이터포털
URLhttps://www.data.go.kr/data/15067494/fileData.do

Alerts

교육장소 has constant value ""Constant
인원(명) has 16 (26.7%) zerosZeros

Reproduction

Analysis started2024-04-20 20:07:50.539500
Analysis finished2024-04-20 20:07:52.086790
Duration1.55 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

Distinct5
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size608.0 B
2018
12 
2019
12 
2020
12 
2021
12 
2022
12 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2018 12
20.0%
2019 12
20.0%
2020 12
20.0%
2021 12
20.0%
2022 12
20.0%

Length

2024-04-21T05:07:52.294266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T05:07:52.627792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 12
20.0%
2019 12
20.0%
2020 12
20.0%
2021 12
20.0%
2022 12
20.0%

월
Real number (ℝ)

Distinct12
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size668.0 B
2024-04-21T05:07:52.909139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13.75
median6.5
Q39.25
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation3.4811843
Coefficient of variation (CV)0.53556681
Kurtosis-1.2175447
Mean6.5
Median Absolute Deviation (MAD)3
Skewness0
Sum390
Variance12.118644
MonotonicityNot monotonic
2024-04-21T05:07:53.120136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 5
8.3%
2 5
8.3%
3 5
8.3%
4 5
8.3%
5 5
8.3%
6 5
8.3%
7 5
8.3%
8 5
8.3%
9 5
8.3%
10 5
8.3%
Other values (2) 10
16.7%
ValueCountFrequency (%)
1 5
8.3%
2 5
8.3%
3 5
8.3%
4 5
8.3%
5 5
8.3%
6 5
8.3%
7 5
8.3%
8 5
8.3%
9 5
8.3%
10 5
8.3%
ValueCountFrequency (%)
12 5
8.3%
11 5
8.3%
10 5
8.3%
9 5
8.3%
8 5
8.3%
7 5
8.3%
6 5
8.3%
5 5
8.3%
4 5
8.3%
3 5
8.3%

인원(명)
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)73.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean403.08333
Minimum0
Maximum2281
Zeros16
Zeros (%)26.7%
Negative0
Negative (%)0.0%
Memory size668.0 B
2024-04-21T05:07:53.416473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median273
Q3549.5
95-th percentile1587.15
Maximum2281
Range2281
Interquartile range (IQR)549.5

Descriptive statistics

Standard deviation508.81428
Coefficient of variation (CV)1.2623054
Kurtosis3.6429077
Mean403.08333
Median Absolute Deviation (MAD)273
Skewness1.8159382
Sum24185
Variance258891.98
MonotonicityNot monotonic
2024-04-21T05:07:53.817998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 16
26.7%
482 2
 
3.3%
5 1
 
1.7%
497 1
 
1.7%
16 1
 
1.7%
419 1
 
1.7%
254 1
 
1.7%
494 1
 
1.7%
85 1
 
1.7%
724 1
 
1.7%
Other values (34) 34
56.7%
ValueCountFrequency (%)
0 16
26.7%
3 1
 
1.7%
5 1
 
1.7%
13 1
 
1.7%
14 1
 
1.7%
16 1
 
1.7%
20 1
 
1.7%
21 1
 
1.7%
43 1
 
1.7%
85 1
 
1.7%
ValueCountFrequency (%)
2281 1
1.7%
1930 1
1.7%
1761 1
1.7%
1578 1
1.7%
1052 1
1.7%
932 1
1.7%
925 1
1.7%
913 1
1.7%
851 1
1.7%
792 1
1.7%

교육장소
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size608.0 B
국립산림품종관리센터 등
60 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row국립산림품종관리센터 등
2nd row국립산림품종관리센터 등
3rd row국립산림품종관리센터 등
4th row국립산림품종관리센터 등
5th row국립산림품종관리센터 등

Common Values

ValueCountFrequency (%)
국립산림품종관리센터 등 60
100.0%

Length

2024-04-21T05:07:54.214724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T05:07:54.519281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
국립산림품종관리센터 60
50.0%
등 60
50.0%

Interactions

2024-04-21T05:07:51.163236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T05:07:50.696992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T05:07:51.396509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T05:07:50.933797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-21T05:07:54.696441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도월인원(명)
연도1.0000.0000.258
월0.0001.0000.536
인원(명)0.2580.5361.000
2024-04-21T05:07:54.929017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
월인원(명)연도
월1.0000.3570.000
인원(명)0.3571.0000.138
연도0.0000.1381.000

Missing values

2024-04-21T05:07:51.703728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T05:07:51.980921image/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

연도월인원(명)교육장소
0201810국립산림품종관리센터 등
1201820국립산림품종관리센터 등
220183564국립산림품종관리센터 등
320184467국립산림품종관리센터 등
4201852281국립산림품종관리센터 등
520186792국립산림품종관리센터 등
620187540국립산림품종관리센터 등
720188162국립산림품종관리센터 등
820189851국립산림품종관리센터 등
92018101930국립산림품종관리센터 등
연도월인원(명)교육장소
50202230국립산림품종관리센터 등
5120224667국립산림품종관리센터 등
5220225913국립산림품종관리센터 등
5320226530국립산림품종관리센터 등
5420227215국립산림품종관리센터 등
552022843국립산림품종관리센터 등
5620229415국립산림품종관리센터 등
57202210925국립산림품종관리센터 등
58202211482국립산림품종관리센터 등
5920221220국립산림품종관리센터 등