Overview

Dataset statistics

Number of variables28
Number of observations477
Missing cells12
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory108.2 KiB
Average record size in memory232.3 B

Variable types

Categorical18
Text1
DateTime3
Numeric6

Dataset

Description년산,지원명,작물명,품종명,인수구분,수송구분,수송차수,수송시작일,수송종료일,시퀀스명,기관명,발지_지원명,발지_시도,발지_시군구,발지_읍면동,발지,착지_지원명,착지_시도,착지_시군구,착지,수송거리,수송계획량,단량,포대종류,살수송량포대개수,실수송량중량,일자,수송방법,작업임,작업임-발지,작업임-착지,지체사유,지체여부 등의 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15066278/fileData.do

Alerts

데이터추출일 has constant value ""Constant
수송차수 is highly imbalanced (74.0%)Imbalance
발지_지원명 is highly imbalanced (73.3%)Imbalance
수송방법 is highly imbalanced (63.7%)Imbalance
수송시작일 has 6 (1.3%) missing valuesMissing
수송종료일 has 6 (1.3%) missing valuesMissing
시퀀스명 has unique valuesUnique
수송거리 has 78 (16.4%) zerosZeros
수송계획량 has 62 (13.0%) zerosZeros
단량 has 28 (5.9%) zerosZeros
살수송량포대개수 has 32 (6.7%) zerosZeros

Reproduction

Analysis started2023-12-12 02:42:30.285643
Analysis finished2023-12-12 02:42:30.634652
Duration0.35 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년산
Categorical

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2020
189 
2021
170 
2022
118 

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 189
39.6%
2021 170
35.6%
2022 118
24.7%

Length

2023-12-12T11:42:30.692281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:30.785753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 189
39.6%
2021 170
35.6%
2022 118
24.7%

지원명
Categorical

Distinct7
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
전북지원
142 
충남지원
75 
전남지원
68 
강원지원
53 
경남지원
48 
Other values (2)
91 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전북지원 142
29.8%
충남지원 75
15.7%
전남지원 68
14.3%
강원지원 53
 
11.1%
경남지원 48
 
10.1%
충북지원 47
 
9.9%
경북지원 44
 
9.2%

Length

2023-12-12T11:42:30.883775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:31.246350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전북지원 142
29.8%
충남지원 75
15.7%
전남지원 68
14.3%
강원지원 53
 
11.1%
경남지원 48
 
10.1%
충북지원 47
 
9.9%
경북지원 44
 
9.2%

작물명
Categorical

Distinct8
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
벼
186 
콩
118 
보리
99 
밀
42 
호밀
 
17
Other values (3)
 
15

Length

Max length5
Median length1
Mean length1.2599581
Min length1

Unique

Unique2 ?
Unique (%)0.4%

Sample

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

Common Values

ValueCountFrequency (%)
벼 186
39.0%
콩 118
24.7%
보리 99
20.8%
밀 42
 
8.8%
호밀 17
 
3.6%
팥 13
 
2.7%
밀(비축) 1
 
0.2%
트리티케일 1
 
0.2%

Length

2023-12-12T11:42:31.410547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:31.552663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
벼 186
39.0%
콩 118
24.7%
보리 99
20.8%
밀 42
 
8.8%
호밀 17
 
3.6%
팥 13
 
2.7%
밀(비축 1
 
0.2%
트리티케일 1
 
0.2%

품종명
Text

Distinct86
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2023-12-12T11:42:31.809726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length3
Mean length3.591195
Min length2

Characters and Unicode

Total characters1713
Distinct characters95
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)4.6%

Sample

1st row오대벼
2nd row추청벼
3rd row삼광벼
4th row하이아미
5th row새일품
ValueCountFrequency (%)
대찬콩 25
 
5.2%
대원콩 23
 
4.8%
흰찰쌀보리 22
 
4.6%
새금강밀 19
 
4.0%
선풍콩 19
 
4.0%
큰알보리1호 17
 
3.6%
재안찰쌀보리 16
 
3.4%
곡우 16
 
3.4%
금강밀 16
 
3.4%
삼광벼 14
 
2.9%
Other values (76) 290
60.8%
2023-12-12T11:42:32.199844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
리 127
 
7.4%
콩 117
 
6.8%
벼 107
 
6.2%
보 104
 
6.1%
쌀 64
 
3.7%
찰 62
 
3.6%
대 60
 
3.5%
새 49
 
2.9%
미 43
 
2.5%
밀 43
 
2.5%
Other values (85) 937
54.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1684
98.3%
Decimal Number 29
 
1.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 127
 
7.5%
콩 117
 
6.9%
벼 107
 
6.4%
보 104
 
6.2%
쌀 64
 
3.8%
찰 62
 
3.7%
대 60
 
3.6%
새 49
 
2.9%
미 43
 
2.6%
밀 43
 
2.6%
Other values (81) 908
53.9%
Decimal Number
ValueCountFrequency (%)
1 25
86.2%
2 2
 
6.9%
4 1
 
3.4%
5 1
 
3.4%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1684
98.3%
Common 29
 
1.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 127
 
7.5%
콩 117
 
6.9%
벼 107
 
6.4%
보 104
 
6.2%
쌀 64
 
3.8%
찰 62
 
3.7%
대 60
 
3.6%
새 49
 
2.9%
미 43
 
2.6%
밀 43
 
2.6%
Other values (81) 908
53.9%
Common
ValueCountFrequency (%)
1 25
86.2%
2 2
 
6.9%
4 1
 
3.4%
5 1
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1684
98.3%
ASCII 29
 
1.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
리 127
 
7.5%
콩 117
 
6.9%
벼 107
 
6.4%
보 104
 
6.2%
쌀 64
 
3.8%
찰 62
 
3.7%
대 60
 
3.6%
새 49
 
2.9%
미 43
 
2.6%
밀 43
 
2.6%
Other values (81) 908
53.9%
ASCII
ValueCountFrequency (%)
1 25
86.2%
2 2
 
6.9%
4 1
 
3.4%
5 1
 
3.4%

인수구분
Categorical

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
원종인수
358 
원원종인수
109 
<NA>
 
10

Length

Max length5
Median length4
Mean length4.2285115
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
원종인수 358
75.1%
원원종인수 109
 
22.9%
<NA> 10
 
2.1%

Length

2023-12-12T11:42:32.346570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:32.474105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
원종인수 358
75.1%
원원종인수 109
 
22.9%
na 10
 
2.1%

수송구분
Categorical

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
입고
423 
출고
54 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
입고 423
88.7%
출고 54
 
11.3%

Length

2023-12-12T11:42:32.581161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:32.681803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
입고 423
88.7%
출고 54
 
11.3%

수송차수
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
1
437 
2
 
27
3
 
7
0
 
6

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 437
91.6%
2 27
 
5.7%
3 7
 
1.5%
0 6
 
1.3%

Length

2023-12-12T11:42:32.795587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:32.911368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 437
91.6%
2 27
 
5.7%
3 7
 
1.5%
0 6
 
1.3%

수송시작일
Date

MISSING 

Distinct60
Distinct (%)12.7%
Missing6
Missing (%)1.3%
Memory size3.9 KiB
Minimum2020-08-27 00:00:00
Maximum2023-04-10 00:00:00
2023-12-12T11:42:33.041188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:42:33.191196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수송종료일
Date

MISSING 

Distinct62
Distinct (%)13.2%
Missing6
Missing (%)1.3%
Memory size3.9 KiB
Minimum2020-08-27 00:00:00
Maximum2023-04-14 00:00:00
2023-12-12T11:42:33.317992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:42:33.442938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

시퀀스명
Real number (ℝ)

UNIQUE 

Distinct477
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1854.2683
Minimum1562
Maximum2126
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:33.570182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1562
5-th percentile1588.8
Q11716
median1864
Q31991
95-th percentile2101.2
Maximum2126
Range564
Interquartile range (IQR)275

Descriptive statistics

Standard deviation160.70484
Coefficient of variation (CV)0.08666752
Kurtosis-1.1650519
Mean1854.2683
Median Absolute Deviation (MAD)139
Skewness-0.073851378
Sum884486
Variance25826.045
MonotonicityNot monotonic
2023-12-12T11:42:33.702598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1658 1
 
0.2%
1847 1
 
0.2%
2071 1
 
0.2%
2073 1
 
0.2%
2067 1
 
0.2%
2070 1
 
0.2%
2074 1
 
0.2%
2075 1
 
0.2%
2072 1
 
0.2%
1838 1
 
0.2%
Other values (467) 467
97.9%
ValueCountFrequency (%)
1562 1
0.2%
1564 1
0.2%
1565 1
0.2%
1566 1
0.2%
1567 1
0.2%
1569 1
0.2%
1570 1
0.2%
1571 1
0.2%
1572 1
0.2%
1573 1
0.2%
ValueCountFrequency (%)
2126 1
0.2%
2125 1
0.2%
2124 1
0.2%
2123 1
0.2%
2122 1
0.2%
2121 1
0.2%
2120 1
0.2%
2119 1
0.2%
2118 1
0.2%
2117 1
0.2%

기관명
Categorical

Distinct23
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
전북 종자사업소
103 
<NA>
55 
강원 농산물원종장
43 
전남 종자관리소
42 
경남 농업자원관리원
40 
Other values (18)
194 

Length

Max length13
Median length8
Mean length8
Min length4

Unique

Unique2 ?
Unique (%)0.4%

Sample

1st row충북 농산사업소
2nd row충북 농산사업소
3rd row충북 농산사업소
4th row충북 농산사업소
5th row충북 농산사업소

Common Values

ValueCountFrequency (%)
전북 종자사업소 103
21.6%
<NA> 55
11.5%
강원 농산물원종장 43
9.0%
전남 종자관리소 42
8.8%
경남 농업자원관리원 40
 
8.4%
경북 농업자원관리원 36
 
7.5%
충북 농산사업소 35
 
7.3%
전남 농업기술원 29
 
6.1%
충남 종자관리소 논산분소 22
 
4.6%
충남 종자관리소 17
 
3.6%
Other values (13) 55
11.5%

Length

2023-12-12T11:42:33.847598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
전북 104
11.6%
종자사업소 103
11.5%
종자관리소 81
 
9.0%
농업자원관리원 76
 
8.5%
전남 71
 
7.9%
농업기술원 55
 
6.1%
na 55
 
6.1%
강원 54
 
6.0%
농산물원종장 46
 
5.1%
충북 43
 
4.8%
Other values (14) 209
23.3%

발지_지원명
Categorical

IMBALANCE 

Distinct8
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
<NA>
418 
충남지원
 
27
경남지원
 
15
전북지원
 
8
경북지원
 
3
Other values (3)
 
6

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 418
87.6%
충남지원 27
 
5.7%
경남지원 15
 
3.1%
전북지원 8
 
1.7%
경북지원 3
 
0.6%
충북지원 3
 
0.6%
강원지원 2
 
0.4%
전남지원 1
 
0.2%

Length

2023-12-12T11:42:34.002640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:34.130336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 418
87.6%
충남지원 27
 
5.7%
경남지원 15
 
3.1%
전북지원 8
 
1.7%
경북지원 3
 
0.6%
충북지원 3
 
0.6%
강원지원 2
 
0.4%
전남지원 1
 
0.2%

착지_지원명
Categorical

Distinct8
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
전북지원
134 
전남지원
68 
<NA>
54 
강원지원
51 
충남지원
48 
Other values (3)
122 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전북지원 134
28.1%
전남지원 68
14.3%
<NA> 54
11.3%
강원지원 51
 
10.7%
충남지원 48
 
10.1%
충북지원 44
 
9.2%
경북지원 43
 
9.0%
경남지원 35
 
7.3%

Length

2023-12-12T11:42:34.280030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:34.432408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전북지원 134
28.1%
전남지원 68
14.3%
na 54
11.3%
강원지원 51
 
10.7%
충남지원 48
 
10.1%
충북지원 44
 
9.2%
경북지원 43
 
9.0%
경남지원 35
 
7.3%

착지_시도
Categorical

Distinct8
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
전라북도
134 
전라남도
68 
<NA>
54 
강원특별자치도
51 
충청남도
48 
Other values (3)
122 

Length

Max length7
Median length4
Mean length4.3207547
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전라북도 134
28.1%
전라남도 68
14.3%
<NA> 54
11.3%
강원특별자치도 51
 
10.7%
충청남도 48
 
10.1%
충청북도 44
 
9.2%
경상북도 43
 
9.0%
경상남도 35
 
7.3%

Length

2023-12-12T11:42:34.642010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:34.787632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라북도 134
28.1%
전라남도 68
14.3%
na 54
11.3%
강원특별자치도 51
 
10.7%
충청남도 48
 
10.1%
충청북도 44
 
9.2%
경상북도 43
 
9.0%
경상남도 35
 
7.3%

착지_시군구
Categorical

Distinct9
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
정읍시
78 
함평군
68 
익산시
56 
<NA>
54 
홍천군
51 
Other values (4)
170 

Length

Max length4
Median length3
Mean length3.1132075
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정읍시 78
16.4%
함평군 68
14.3%
익산시 56
11.7%
<NA> 54
11.3%
홍천군 51
10.7%
아산시 48
10.1%
제천시 44
9.2%
안동시 43
9.0%
밀양시 35
7.3%

Length

2023-12-12T11:42:34.923536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:35.036580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정읍시 78
16.4%
함평군 68
14.3%
익산시 56
11.7%
na 54
11.3%
홍천군 51
10.7%
아산시 48
10.1%
제천시 44
9.2%
안동시 43
9.0%
밀양시 35
7.3%

착지
Categorical

Distinct27
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
전북지원
140 
전남지원
70 
강원지원
52 
충남지원
50 
충북지원
46 
Other values (22)
119 

Length

Max length10
Median length4
Mean length3.9308176
Min length2

Unique

Unique12 ?
Unique (%)2.5%

Sample

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

Common Values

ValueCountFrequency (%)
전북지원 140
29.4%
전남지원 70
14.7%
강원지원 52
 
10.9%
충남지원 50
 
10.5%
충북지원 46
 
9.6%
경북지원 43
 
9.0%
경남지원 35
 
7.3%
태안 11
 
2.3%
영암사무소 5
 
1.0%
남산 3
 
0.6%
Other values (17) 22
 
4.6%

Length

2023-12-12T11:42:35.197470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
전북지원 140
29.2%
전남지원 70
14.6%
강원지원 52
 
10.9%
충남지원 50
 
10.4%
충북지원 46
 
9.6%
경북지원 43
 
9.0%
경남지원 35
 
7.3%
태안 11
 
2.3%
영암사무소 5
 
1.0%
남산 3
 
0.6%
Other values (18) 24
 
5.0%

수송거리
Real number (ℝ)

ZEROS 

Distinct58
Distinct (%)12.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.073375
Minimum0
Maximum392
Zeros78
Zeros (%)16.4%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:35.392210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q17
median56
Q390
95-th percentile160
Maximum392
Range392
Interquartile range (IQR)83

Descriptive statistics

Standard deviation62.47306
Coefficient of variation (CV)1.0946095
Kurtosis6.8660876
Mean57.073375
Median Absolute Deviation (MAD)35
Skewness2.2395312
Sum27224
Variance3902.8833
MonotonicityNot monotonic
2023-12-12T11:42:35.576431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 78
16.4%
90 35
 
7.3%
71 34
 
7.1%
3 34
 
7.1%
7 27
 
5.7%
95 22
 
4.6%
56 22
 
4.6%
61 20
 
4.2%
66 19
 
4.0%
34 16
 
3.4%
Other values (48) 170
35.6%
ValueCountFrequency (%)
0 78
16.4%
3 34
7.1%
7 27
 
5.7%
8 8
 
1.7%
15 4
 
0.8%
18 8
 
1.7%
21 8
 
1.7%
25 6
 
1.3%
27 6
 
1.3%
28 10
 
2.1%
ValueCountFrequency (%)
392 1
0.2%
370 1
0.2%
360 1
0.2%
306 1
0.2%
300 1
0.2%
281 2
0.4%
280 1
0.2%
279 1
0.2%
276 2
0.4%
270 1
0.2%

수송계획량
Real number (ℝ)

ZEROS 

Distinct242
Distinct (%)50.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3533.0084
Minimum0
Maximum43470
Zeros62
Zeros (%)13.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:35.732267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q160
median1400
Q33600
95-th percentile14360
Maximum43470
Range43470
Interquartile range (IQR)3540

Descriptive statistics

Standard deviation5978.4496
Coefficient of variation (CV)1.6921696
Kurtosis13.047223
Mean3533.0084
Median Absolute Deviation (MAD)1385
Skewness3.2523969
Sum1685245
Variance35741859
MonotonicityNot monotonic
2023-12-12T11:42:35.867118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 62
 
13.0%
30 17
 
3.6%
3600 15
 
3.1%
1800 13
 
2.7%
1200 10
 
2.1%
100 8
 
1.7%
5400 8
 
1.7%
1600 7
 
1.5%
10 7
 
1.5%
40 5
 
1.0%
Other values (232) 325
68.1%
ValueCountFrequency (%)
0 62
13.0%
2 1
 
0.2%
3 2
 
0.4%
5 2
 
0.4%
6 1
 
0.2%
10 7
 
1.5%
15 3
 
0.6%
16 1
 
0.2%
20 4
 
0.8%
24 1
 
0.2%
ValueCountFrequency (%)
43470 1
0.2%
40340 1
0.2%
34080 1
0.2%
33960 1
0.2%
32650 1
0.2%
29700 1
0.2%
29280 1
0.2%
28400 1
0.2%
26975 1
0.2%
24000 1
0.2%

단량
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean188.49057
Minimum0
Maximum1000
Zeros28
Zeros (%)5.9%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:35.961614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q140
median40
Q340
95-th percentile800
Maximum1000
Range1000
Interquartile range (IQR)0

Descriptive statistics

Standard deviation302.54926
Coefficient of variation (CV)1.6051162
Kurtosis0.14521876
Mean188.49057
Median Absolute Deviation (MAD)0
Skewness1.4482015
Sum89910
Variance91536.057
MonotonicityNot monotonic
2023-12-12T11:42:36.081739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
40 282
59.1%
800 62
 
13.0%
20 57
 
11.9%
0 28
 
5.9%
700 25
 
5.2%
750 8
 
1.7%
5 6
 
1.3%
850 3
 
0.6%
10 2
 
0.4%
1000 1
 
0.2%
Other values (3) 3
 
0.6%
ValueCountFrequency (%)
0 28
 
5.9%
5 6
 
1.3%
10 2
 
0.4%
20 57
 
11.9%
30 1
 
0.2%
40 282
59.1%
100 1
 
0.2%
660 1
 
0.2%
700 25
 
5.2%
750 8
 
1.7%
ValueCountFrequency (%)
1000 1
 
0.2%
850 3
 
0.6%
800 62
 
13.0%
750 8
 
1.7%
700 25
 
5.2%
660 1
 
0.2%
100 1
 
0.2%
40 282
59.1%
30 1
 
0.2%
20 57
 
11.9%

포대종류
Categorical

Distinct15
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
p.p
184 
pp
98 
톤백
94 
PP
65 
<NA>
24 
Other values (10)
 
12

Length

Max length5
Median length2
Mean length2.4926625
Min length1

Unique

Unique8 ?
Unique (%)1.7%

Sample

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

Common Values

ValueCountFrequency (%)
p.p 184
38.6%
pp 98
20.5%
톤백 94
19.7%
PP 65
 
13.6%
<NA> 24
 
5.0%
1 2
 
0.4%
톤 2
 
0.4%
3 1
 
0.2%
p,p 1
 
0.2%
포대 1
 
0.2%
Other values (5) 5
 
1.0%

Length

2023-12-12T11:42:36.221528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
p.p 185
38.8%
pp 163
34.2%
톤백 95
19.9%
na 24
 
5.0%
1 2
 
0.4%
톤 2
 
0.4%
3 1
 
0.2%
p,p 1
 
0.2%
포대 1
 
0.2%
p.p포대 1
 
0.2%
Other values (2) 2
 
0.4%

살수송량포대개수
Real number (ℝ)

ZEROS 

Distinct139
Distinct (%)29.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.205451
Minimum0
Maximum849
Zeros32
Zeros (%)6.7%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:36.387824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median16
Q368
95-th percentile341.2
Maximum849
Range849
Interquartile range (IQR)65

Descriptive statistics

Standard deviation110.35988
Coefficient of variation (CV)1.8330546
Kurtosis13.989986
Mean60.205451
Median Absolute Deviation (MAD)15
Skewness3.3738394
Sum28718
Variance12179.302
MonotonicityNot monotonic
2023-12-12T11:42:36.528005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 52
 
10.9%
2 33
 
6.9%
0 32
 
6.7%
3 30
 
6.3%
4 19
 
4.0%
5 19
 
4.0%
30 10
 
2.1%
68 10
 
2.1%
40 8
 
1.7%
9 7
 
1.5%
Other values (129) 257
53.9%
ValueCountFrequency (%)
0 32
6.7%
1 52
10.9%
2 33
6.9%
3 30
6.3%
4 19
 
4.0%
5 19
 
4.0%
6 7
 
1.5%
7 4
 
0.8%
8 6
 
1.3%
9 7
 
1.5%
ValueCountFrequency (%)
849 1
0.2%
743 1
0.2%
675 1
0.2%
606 1
0.2%
540 1
0.2%
510 1
0.2%
500 1
0.2%
470 1
0.2%
450 1
0.2%
405 2
0.4%

실수송량중량
Real number (ℝ)

Distinct268
Distinct (%)56.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3893.9245
Minimum2
Maximum43470
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T11:42:36.689650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile20
Q1380
median1800
Q34240
95-th percentile14620
Maximum43470
Range43468
Interquartile range (IQR)3860

Descriptive statistics

Standard deviation5942.853
Coefficient of variation (CV)1.526186
Kurtosis12.677949
Mean3893.9245
Median Absolute Deviation (MAD)1700
Skewness3.1801586
Sum1857402
Variance35317502
MonotonicityNot monotonic
2023-12-12T11:42:36.821029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
30 18
 
3.8%
1800 16
 
3.4%
3600 14
 
2.9%
1200 10
 
2.1%
10 9
 
1.9%
100 8
 
1.7%
5400 7
 
1.5%
1600 7
 
1.5%
2700 7
 
1.5%
900 6
 
1.3%
Other values (258) 375
78.6%
ValueCountFrequency (%)
2 1
 
0.2%
3 2
 
0.4%
5 2
 
0.4%
6 2
 
0.4%
10 9
1.9%
15 3
 
0.6%
16 3
 
0.6%
20 4
 
0.8%
24 1
 
0.2%
30 18
3.8%
ValueCountFrequency (%)
43470 1
0.2%
40340 1
0.2%
34080 1
0.2%
33960 1
0.2%
32650 1
0.2%
29700 1
0.2%
29280 1
0.2%
28400 1
0.2%
26975 1
0.2%
24000 1
0.2%

일자
Date

Distinct77
Distinct (%)16.1%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
Minimum2020-08-27 00:00:00
Maximum2023-04-13 00:00:00
2023-12-12T11:42:36.972513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T11:42:37.405010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수송방법
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
수송
444 
방문
 
33

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수송 444
93.1%
방문 33
 
6.9%

Length

2023-12-12T11:42:37.523534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:37.606980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수송 444
93.1%
방문 33
 
6.9%

작업임
Categorical

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
없음
319 
상차
114 
<NA>
44 

Length

Max length4
Median length2
Mean length2.1844864
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
없음 319
66.9%
상차 114
 
23.9%
<NA> 44
 
9.2%

Length

2023-12-12T11:42:37.717865image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:37.835286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
없음 319
66.9%
상차 114
 
23.9%
na 44
 
9.2%

작업임-발지
Categorical

Distinct7
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
<NA>
323 
상차도 출고도
40 
상차도 상차도
37 
출고도 상차도
34 
톤백상차도
 
24
Other values (2)
 
19

Length

Max length8
Median length4
Mean length5.1027254
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row상차도 상차도
2nd row상차도 상차도
3rd row상차도 상차도
4th row상차도 상차도
5th row상차도 상차도

Common Values

ValueCountFrequency (%)
<NA> 323
67.7%
상차도 출고도 40
 
8.4%
상차도 상차도 37
 
7.8%
출고도 상차도 34
 
7.1%
톤백상차도 24
 
5.0%
상차도 16
 
3.4%
3
 
0.6%

Length

2023-12-12T11:42:37.958001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:38.058916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 323
55.2%
상차도 164
28.0%
출고도 74
 
12.6%
톤백상차도 24
 
4.1%

작업임-착지
Categorical

Distinct4
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
<NA>
323 
74 
하차도
43 
하차도 하차도
37 

Length

Max length8
Median length4
Mean length4.0901468
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row하차도 하차도
2nd row하차도 하차도
3rd row하차도 하차도
4th row하차도 하차도
5th row하차도 하차도

Common Values

ValueCountFrequency (%)
<NA> 323
67.7%
74
 
15.5%
하차도 43
 
9.0%
하차도 하차도 37
 
7.8%

Length

2023-12-12T11:42:38.198126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:38.317815image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 323
73.4%
하차도 117
 
26.6%

데이터추출일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.9 KiB
2023-07-24
477 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-24
2nd row2023-07-24
3rd row2023-07-24
4th row2023-07-24
5th row2023-07-24

Common Values

ValueCountFrequency (%)
2023-07-24 477
100.0%

Length

2023-12-12T11:42:38.437741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T11:42:38.553802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-24 477
100.0%

Sample

년산지원명작물명품종명인수구분수송구분수송차수수송시작일수송종료일시퀀스명기관명발지_지원명착지_지원명착지_시도착지_시군구착지수송거리수송계획량단량포대종류살수송량포대개수실수송량중량일자수송방법작업임작업임-발지작업임-착지데이터추출일
02020충북지원벼오대벼원종인수입고12021-02-022021-02-021658충북 농산사업소<NA>충북지원충청북도제천시충북지원90172040pp4317202021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
12020충북지원벼추청벼원종인수입고12021-02-022021-02-021660충북 농산사업소<NA>충북지원충청북도제천시충북지원90832040pp20883202021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
22020충북지원벼삼광벼원종인수입고12021-02-022021-02-021656충북 농산사업소<NA>충북지원충청북도제천시충북지원90632040pp15863202021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
32020충북지원벼하이아미원종인수입고12021-02-022021-02-021661충북 농산사업소<NA>충북지원충청북도제천시충북지원90104040pp2610402021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
42020충북지원벼새일품원종인수입고12021-02-022021-02-021657충북 농산사업소<NA>충북지원충청북도제천시충북지원90160040pp4016002021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
52020충북지원벼진수미원종인수입고12021-02-022021-02-021659충북 농산사업소<NA>충북지원충청북도제천시충북지원90160040pp4016002021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
62020충북지원보리올보리원종인수입고12020-09-232020-09-231565충북 농산사업소<NA>충북지원충청북도제천시충북지원91144040pp3614402020-09-23수송상차상차도 상차도하차도 하차도2023-07-24
72020충북지원보리영양보리원종인수입고12020-09-232020-09-231564충북 농산사업소<NA>충북지원충청북도제천시충북지원9190040pp239002020-09-23수송상차상차도 상차도하차도 하차도2023-07-24
82020충북지원콩대원콩원종인수입고12021-02-022021-02-021662충북 농산사업소<NA>충북지원충청북도제천시충북지원90884040pp22188402021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
92020충북지원콩선풍콩원종인수입고12021-02-022021-02-021664충북 농산사업소<NA>충북지원충청북도제천시충북지원9082040pp218202021-02-02수송상차상차도 상차도하차도 하차도2023-07-24
년산지원명작물명품종명인수구분수송구분수송차수수송시작일수송종료일시퀀스명기관명발지_지원명착지_지원명착지_시도착지_시군구착지수송거리수송계획량단량포대종류살수송량포대개수실수송량중량일자수송방법작업임작업임-발지작업임-착지데이터추출일
4672022충남지원보리재안찰쌀보리<NA>출고12022-10-112022-10-142016<NA>충남지원<NA><NA><NA>해창0020p.p029182022-12-28수송없음<NA><NA>2023-07-24
4682022충남지원콩대찬콩<NA>출고0<NA><NA>2122<NA>충남지원<NA><NA><NA>충북지원005p.p1507502023-04-13수송없음<NA><NA>2023-07-24
4692022충남지원밀새금강밀원종인수출고12022-10-112022-10-142018<NA>충남지원<NA><NA><NA>덕산0020p.p8717402022-10-12수송없음<NA><NA>2023-07-24
4702022충남지원밀새금강밀원종인수출고12022-10-112022-10-142019<NA>충남지원<NA><NA><NA>상월0020p.p20040002022-10-12수송없음<NA><NA>2023-07-24
4712022충남지원밀새금강밀원종인수출고12022-10-112022-10-142020<NA>충남지원<NA><NA><NA>남산0020p.p11322602022-10-14수송없음<NA><NA>2023-07-24
4722022충남지원밀새금강밀원종인수출고12022-10-112022-10-142021<NA>충남지원<NA><NA><NA>대기0020p.p20040002022-10-14수송없음<NA><NA>2023-07-24
4732022충남지원밀새금강밀원종인수출고12022-10-112022-10-142022<NA>충남지원<NA><NA><NA>해창0020p.p408002022-10-14수송없음<NA><NA>2023-07-24
4742022경남지원보리큰알보리1호원종인수출고12022-09-072022-09-071974<NA>경남지원<NA><NA><NA>전북지원0020pp포대112202022-09-07수송없음<NA><NA>2023-07-24
4752022경남지원보리흰찰쌀보리원종인수출고12022-09-072022-09-071975<NA>경남지원<NA><NA><NA>전북지원00700톤백321002022-09-07수송없음<NA><NA>2023-07-24
4762022경남지원밀금강밀원종인수출고12022-09-232022-09-231976<NA>경남지원<NA><NA><NA>전북지원00700톤백1391002022-09-23수송없음<NA><NA>2023-07-24