Overview

Dataset statistics

Number of variables12
Number of observations123
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.5 KiB
Average record size in memory104.1 B

Variable types

Categorical10
DateTime1
Numeric1

Dataset

Description년산,지원명,부서명,작물명,품종명,마감일,대략품투입량,부산물 불용품 집진기등,수매상태 보관량,수매상태타지원전배량,대략상태보관량,대략상태타지원전배량 등의 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15066328/fileData.do

Alerts

부산물 불용품 집진기등 has constant value ""Constant
수매상태 보관량 has constant value ""Constant
수매상태타지원전배량 has constant value ""Constant
대략상태보관량 has constant value ""Constant
대략상태타지원전배량 has constant value ""Constant
지원명 is highly overall correlated with 부서명High correlation
부서명 is highly overall correlated with 지원명High correlation
작물명 is highly overall correlated with 품종명High correlation
품종명 is highly overall correlated with 작물명High correlation
대략품투입량 has unique valuesUnique

Reproduction

Analysis started2023-12-12 08:01:51.778005
Analysis finished2023-12-12 08:01:52.613259
Duration0.84 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년산
Categorical

Distinct3
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2020
53 
2021
45 
2022
25 

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 53
43.1%
2021 45
36.6%
2022 25
20.3%

Length

2023-12-12T17:01:52.672798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:52.768739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 53
43.1%
2021 45
36.6%
2022 25
20.3%

지원명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
전북지원
40 
전남지원
31 
경북지원
20 
충북지원
17 
충남지원
10 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row충북지원
2nd row충북지원
3rd row충북지원
4th row충북지원
5th row충남지원

Common Values

ValueCountFrequency (%)
전북지원 40
32.5%
전남지원 31
25.2%
경북지원 20
16.3%
충북지원 17
13.8%
충남지원 10
 
8.1%
강원지원 5
 
4.1%

Length

2023-12-12T17:01:52.895601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:53.039781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전북지원 40
32.5%
전남지원 31
25.2%
경북지원 20
16.3%
충북지원 17
13.8%
충남지원 10
 
8.1%
강원지원 5
 
4.1%

부서명
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
56 
익산
20 
정읍
20 
영암
19 
함평
8 

Length

Max length4
Median length2
Mean length2.9105691
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 56
45.5%
익산 20
 
16.3%
정읍 20
 
16.3%
영암 19
 
15.4%
함평 8
 
6.5%

Length

2023-12-12T17:01:53.221397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:53.362992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 56
45.5%
익산 20
 
16.3%
정읍 20
 
16.3%
영암 19
 
15.4%
함평 8
 
6.5%

작물명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
벼
61 
콩
24 
보리
24 
밀
8 
호밀
 
4

Length

Max length2
Median length1
Mean length1.2276423
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row벼
2nd row벼
3rd row콩
4th row콩
5th row벼

Common Values

ValueCountFrequency (%)
벼 61
49.6%
콩 24
 
19.5%
보리 24
 
19.5%
밀 8
 
6.5%
호밀 4
 
3.3%
팥 2
 
1.6%

Length

2023-12-12T17:01:53.492365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:53.618446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
벼 61
49.6%
콩 24
 
19.5%
보리 24
 
19.5%
밀 8
 
6.5%
호밀 4
 
3.3%
팥 2
 
1.6%

품종명
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
삼광벼
 
7
해담쌀
 
6
흰찰쌀보리
 
6
대원콩
 
5
대찬콩
 
5
Other values (38)
94 

Length

Max length6
Median length3
Mean length3.601626
Min length2

Unique

Unique11 ?
Unique (%)8.9%

Sample

1st row추청벼
2nd row진수미
3rd row대원콩
4th row대찬콩
5th row추청벼

Common Values

ValueCountFrequency (%)
삼광벼 7
 
5.7%
해담쌀 6
 
4.9%
흰찰쌀보리 6
 
4.9%
대원콩 5
 
4.1%
대찬콩 5
 
4.1%
신동진벼 5
 
4.1%
금강밀 5
 
4.1%
풍산나물콩 5
 
4.1%
추청벼 4
 
3.3%
새누리벼 4
 
3.3%
Other values (33) 71
57.7%

Length

2023-12-12T17:01:53.755804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
삼광벼 7
 
5.7%
흰찰쌀보리 6
 
4.9%
해담쌀 6
 
4.9%
대원콩 5
 
4.1%
대찬콩 5
 
4.1%
신동진벼 5
 
4.1%
금강밀 5
 
4.1%
풍산나물콩 5
 
4.1%
백옥찰벼 4
 
3.3%
곡우 4
 
3.3%
Other values (33) 71
57.7%

마감일
Date

Distinct33
Distinct (%)26.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2020-12-10 00:00:00
Maximum2023-07-11 00:00:00
2023-12-12T17:01:53.913571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:01:54.062909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)

대략품투입량
Real number (ℝ)

UNIQUE 

Distinct123
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean356606.64
Minimum0
Maximum2843300
Zeros1
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-12T17:01:54.212327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile15174.8
Q161600
median154386
Q3348152.5
95-th percentile1874200.2
Maximum2843300
Range2843300
Interquartile range (IQR)286552.5

Descriptive statistics

Standard deviation569494.51
Coefficient of variation (CV)1.5969823
Kurtosis7.1435719
Mean356606.64
Median Absolute Deviation (MAD)110806
Skewness2.7132332
Sum43862617
Variance3.24324 × 1011
MonotonicityNot monotonic
2023-12-12T17:01:54.409119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
143048 1
 
0.8%
74050 1
 
0.8%
187134 1
 
0.8%
49350 1
 
0.8%
256476 1
 
0.8%
626179 1
 
0.8%
2355577 1
 
0.8%
0 1
 
0.8%
475400 1
 
0.8%
221880 1
 
0.8%
Other values (113) 113
91.9%
ValueCountFrequency (%)
0 1
0.8%
3280 1
0.8%
7080 1
0.8%
8400 1
0.8%
10949 1
0.8%
11200 1
0.8%
14580 1
0.8%
20528 1
0.8%
23976 1
0.8%
27120 1
0.8%
ValueCountFrequency (%)
2843300 1
0.8%
2505509 1
0.8%
2477718 1
0.8%
2355577 1
0.8%
2166818 1
0.8%
2011120 1
0.8%
1913167 1
0.8%
1523499 1
0.8%
1359300 1
0.8%
1179856 1
0.8%

부산물 불용품 집진기등
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
123 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 123
100.0%

Length

2023-12-12T17:01:54.558047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:54.688380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 123
100.0%

수매상태 보관량
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
123 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 123
100.0%

Length

2023-12-12T17:01:54.845715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:54.970509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 123
100.0%

수매상태타지원전배량
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
123 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 123
100.0%

Length

2023-12-12T17:01:55.080078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:55.186632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 123
100.0%

대략상태보관량
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
123 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 123
100.0%

Length

2023-12-12T17:01:55.290511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:55.419668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 123
100.0%

대략상태타지원전배량
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
123 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 123
100.0%

Length

2023-12-12T17:01:55.549849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:01:55.659738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 123
100.0%

Interactions

2023-12-12T17:01:52.192376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T17:01:55.748492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년산지원명부서명작물명품종명마감일대략품투입량
년산1.0000.5010.0000.0000.0000.9940.131
지원명0.5011.0001.0000.1170.8411.0000.216
부서명0.0001.0001.0000.4620.7690.9880.446
작물명0.0000.1170.4621.0001.0000.8380.000
품종명0.0000.8410.7691.0001.0000.0000.757
마감일0.9941.0000.9880.8380.0001.0000.000
대략품투입량0.1310.2160.4460.0000.7570.0001.000
2023-12-12T17:01:55.876257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년산지원명작물명부서명품종명
년산1.0000.2350.0000.0000.000
지원명0.2351.0000.0390.9840.455
작물명0.0000.0391.0000.3080.827
부서명0.0000.9840.3081.0000.412
품종명0.0000.4550.8270.4121.000
2023-12-12T17:01:56.005653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대략품투입량년산지원명부서명작물명품종명
대략품투입량1.0000.0720.1110.2010.0000.313
년산0.0721.0000.2350.0000.0000.000
지원명0.1110.2351.0000.9840.0390.455
부서명0.2010.0000.9841.0000.3080.412
작물명0.0000.0000.0390.3081.0000.827
품종명0.3130.0000.4550.4120.8271.000

Missing values

2023-12-12T17:01:52.346178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:01:52.540714image/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

년산지원명부서명작물명품종명마감일대략품투입량부산물 불용품 집진기등수매상태 보관량수매상태타지원전배량대략상태보관량대략상태타지원전배량
02020충북지원<NA>벼추청벼2021-06-2414304800000
12020충북지원<NA>벼진수미2021-06-245008100000
22020충북지원<NA>콩대원콩2021-06-2418500000000
32020충북지원<NA>콩대찬콩2021-06-241120000000
42020충남지원<NA>벼추청벼2021-06-1029074000000
52020충남지원<NA>벼삼광벼2021-06-10152349900000
62020충남지원<NA>벼새누리벼2021-06-103839800000
72020충남지원<NA>벼미품벼2021-06-1010897200000
82020충남지원<NA>벼새일미벼2021-06-1023349900000
92020충남지원<NA>벼친들벼2021-06-10100063400000
년산지원명부서명작물명품종명마감일대략품투입량부산물 불용품 집진기등수매상태 보관량수매상태타지원전배량대략상태보관량대략상태타지원전배량
1132022전북지원익산밀새금강밀2022-10-1848360400000
1142022전남지원영암보리새쌀보리2022-11-037817100000
1152022전남지원영암보리흰찰쌀보리2022-11-0341238100000
1162022전남지원영암콩태광콩2023-07-113636000000
1172022전남지원영암콩선풍콩2023-07-113448000000
1182022전남지원영암콩풍산나물콩2023-07-116059500000
1192022전남지원영암콩아람콩2023-07-11328000000
1202022경북지원<NA>벼해담쌀2023-04-0420332900000
1212022경북지원<NA>벼일품벼2023-04-04250550900000
1222022경북지원<NA>벼삼광벼2023-04-0440131100000