Overview

Dataset statistics

Number of variables6
Number of observations138
Missing cells14
Missing cells (%)1.7%
Duplicate rows1
Duplicate rows (%)0.7%
Total size in memory6.7 KiB
Average record size in memory50.0 B

Variable types

Categorical4
DateTime2

Dataset

Description국립종자원 정부보급종 신청기간 내역에 대한 데이터로 년산,지원명,작물명,기간설명,시작일,종료일 등의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15066254/fileData.do

Alerts

Dataset has 1 (0.7%) duplicate rowsDuplicates
지원명 is highly imbalanced (75.5%)Imbalance
시작일 has 7 (5.1%) missing valuesMissing
종료일 has 7 (5.1%) missing valuesMissing

Reproduction

Analysis started2023-12-12 01:23:41.917261
Analysis finished2023-12-12 01:23:42.821793
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년산
Categorical

Distinct4
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2020
47 
2021
44 
2022
40 
<NA>
7 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020
2nd row2020
3rd row2020
4th row2020
5th row2020

Common Values

ValueCountFrequency (%)
2020 47
34.1%
2021 44
31.9%
2022 40
29.0%
<NA> 7
 
5.1%

Length

2023-12-12T10:23:42.893723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:23:43.009225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 47
34.1%
2021 44
31.9%
2022 40
29.0%
na 7
 
5.1%

지원명
Categorical

IMBALANCE 

Distinct7
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
식량종자과
124 
<NA>
 
7
경기종자관리소
 
2
충남지원
 
2
강원지원
 
1
Other values (2)
 
2

Length

Max length7
Median length5
Mean length4.942029
Min length4

Unique

Unique3 ?
Unique (%)2.2%

Sample

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

Common Values

ValueCountFrequency (%)
식량종자과 124
89.9%
<NA> 7
 
5.1%
경기종자관리소 2
 
1.4%
충남지원 2
 
1.4%
강원지원 1
 
0.7%
경남지원 1
 
0.7%
충북지원 1
 
0.7%

Length

2023-12-12T10:23:43.156290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:23:43.332315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
식량종자과 124
89.9%
na 7
 
5.1%
경기종자관리소 2
 
1.4%
충남지원 2
 
1.4%
강원지원 1
 
0.7%
경남지원 1
 
0.7%
충북지원 1
 
0.7%

작물명
Categorical

Distinct16
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
벼
19 
봄감자
18 
벼(비축)
11 
호밀
10 
보리
9 
Other values (11)
71 

Length

Max length6
Median length5
Mean length3.1594203
Min length1

Unique

Unique1 ?
Unique (%)0.7%

Sample

1st row밀
2nd row밀
3rd row밀
4th row밀(비축)
5th row밀(비축)

Common Values

ValueCountFrequency (%)
벼 19
13.8%
봄감자 18
13.0%
벼(비축) 11
 
8.0%
호밀 10
 
7.2%
보리 9
 
6.5%
보리(비축) 9
 
6.5%
콩 9
 
6.5%
팥 9
 
6.5%
밀 8
 
5.8%
밀(비축) 8
 
5.8%
Other values (6) 28
20.3%

Length

2023-12-12T10:23:43.490591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
벼 19
13.8%
봄감자 18
13.0%
벼(비축 11
 
8.0%
호밀 10
 
7.2%
보리 9
 
6.5%
보리(비축 9
 
6.5%
콩 9
 
6.5%
팥 9
 
6.5%
밀 8
 
5.8%
밀(비축 8
 
5.8%
Other values (6) 28
20.3%

기간설명
Categorical

Distinct6
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
기본신청기간
40 
추가신청기간
40 
시군조정기간
38 
미소독신청기간
7 
<NA>
7 

Length

Max length7
Median length6
Mean length5.9927536
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기본신청기간
2nd row시군조정기간
3rd row추가신청기간
4th row기본신청기간
5th row시군조정기간

Common Values

ValueCountFrequency (%)
기본신청기간 40
29.0%
추가신청기간 40
29.0%
시군조정기간 38
27.5%
미소독신청기간 7
 
5.1%
<NA> 7
 
5.1%
읍면동조정기간 6
 
4.3%

Length

2023-12-12T10:23:43.660074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:23:43.795084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기본신청기간 40
29.0%
추가신청기간 40
29.0%
시군조정기간 38
27.5%
미소독신청기간 7
 
5.1%
na 7
 
5.1%
읍면동조정기간 6
 
4.3%

시작일
Date

MISSING 

Distinct64
Distinct (%)48.9%
Missing7
Missing (%)5.1%
Memory size1.2 KiB
Minimum2020-07-21 00:00:00
Maximum2023-06-18 00:00:00
2023-12-12T10:23:43.977569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:23:44.151810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

종료일
Date

MISSING 

Distinct66
Distinct (%)50.4%
Missing7
Missing (%)5.1%
Memory size1.2 KiB
Minimum2020-08-27 00:00:00
Maximum2023-06-18 00:00:00
2023-12-12T10:23:44.334803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:23:44.514908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Correlations

2023-12-12T10:23:44.622154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년산지원명작물명기간설명시작일종료일
년산1.0000.0000.0000.0000.9981.000
지원명0.0001.0000.0000.6100.0000.000
작물명0.0000.0001.0000.3050.7530.727
기간설명0.0000.6100.3051.0000.9590.950
시작일0.9980.0000.7530.9591.0000.998
종료일1.0000.0000.7270.9500.9981.000
2023-12-12T10:23:44.779521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년산지원명기간설명작물명
년산1.0000.0000.0000.000
지원명0.0001.0000.4670.000
기간설명0.0000.4671.0000.126
작물명0.0000.0000.1261.000
2023-12-12T10:23:44.915026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년산지원명작물명기간설명
년산1.0000.0000.0000.000
지원명0.0001.0000.0000.467
작물명0.0000.0001.0000.126
기간설명0.0000.4670.1261.000

Missing values

2023-12-12T10:23:42.473531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T10:23:42.603124image/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.
2023-12-12T10:23:42.740583image/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

년산지원명작물명기간설명시작일종료일
02020식량종자과밀기본신청기간2020-07-212020-08-27
12020식량종자과밀시군조정기간2020-08-282020-08-31
22020식량종자과밀추가신청기간2020-09-012020-09-14
32020식량종자과밀(비축)기본신청기간2020-07-212020-08-27
42020식량종자과밀(비축)시군조정기간2020-08-282020-08-31
52020식량종자과밀(비축)추가신청기간2020-09-012020-09-14
62020강원지원벼미소독신청기간2020-11-232020-12-31
72020경기종자관리소벼미소독신청기간2020-11-232021-01-29
82020경남지원벼미소독신청기간2020-11-232020-12-31
92020식량종자과벼기본신청기간2020-11-232020-12-18
년산지원명작물명기간설명시작일종료일
1282022식량종자과호밀(비축)기본신청기간2022-10-012022-10-01
1292022식량종자과호밀(비축)시군조정기간2022-10-032022-10-03
1302022식량종자과호밀(비축)추가신청기간2022-10-042022-10-04
131<NA><NA><NA><NA><NA><NA>
132<NA><NA><NA><NA><NA><NA>
133<NA><NA><NA><NA><NA><NA>
134<NA><NA><NA><NA><NA><NA>
135<NA><NA><NA><NA><NA><NA>
136<NA><NA><NA><NA><NA><NA>
137<NA><NA><NA><NA><NA><NA>

Duplicate rows

Most frequently occurring

년산지원명작물명기간설명시작일종료일# duplicates
0<NA><NA><NA><NA><NA><NA>7