Overview

Dataset statistics

Number of variables5
Number of observations1304
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory53.6 KiB
Average record size in memory42.1 B

Variable types

Numeric2
Categorical2
DateTime1

Dataset

Description해운선사(HMM)를 통한 해상운송 지원현황에 대해 지역별(미국 동안, 서안 등), 일자별, 선복량(TEU) 등을 제공합니다.* 선복량 단위 : TEU (Twenty-foot Equivalent Units, 1TEU : 20ft 표준 컨테이너 크기)
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15108259/fileData.do

Alerts

연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 20:39:37.033109
Analysis finished2023-12-12 20:39:38.098064
Duration1.06 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1304
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean652.5
Minimum1
Maximum1304
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.6 KiB
2023-12-13T05:39:38.210926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile66.15
Q1326.75
median652.5
Q3978.25
95-th percentile1238.85
Maximum1304
Range1303
Interquartile range (IQR)651.5

Descriptive statistics

Standard deviation376.57669
Coefficient of variation (CV)0.57712902
Kurtosis-1.2
Mean652.5
Median Absolute Deviation (MAD)326
Skewness0
Sum850860
Variance141810
MonotonicityStrictly increasing
2023-12-13T05:39:38.391081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
858 1
 
0.1%
876 1
 
0.1%
875 1
 
0.1%
874 1
 
0.1%
873 1
 
0.1%
872 1
 
0.1%
871 1
 
0.1%
870 1
 
0.1%
869 1
 
0.1%
Other values (1294) 1294
99.2%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1304 1
0.1%
1303 1
0.1%
1302 1
0.1%
1301 1
0.1%
1300 1
0.1%
1299 1
0.1%
1298 1
0.1%
1297 1
0.1%
1296 1
0.1%
1295 1
0.1%

지역
Categorical

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
미국 서안
945 
미국 동안
358 
유럽 구주
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row미국 서안
2nd row미국 서안
3rd row미국 서안
4th row미국 서안
5th row미국 서안

Common Values

ValueCountFrequency (%)
미국 서안 945
72.5%
미국 동안 358
 
27.5%
유럽 구주 1
 
0.1%

Length

2023-12-13T05:39:38.567713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:39:38.719915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
미국 1303
50.0%
서안 945
36.2%
동안 358
 
13.7%
유럽 1
 
< 0.1%
구주 1
 
< 0.1%

신청회차
Categorical

Distinct37
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
40회
 
88
42회
 
87
43회
 
85
41회
 
80
39회
 
78
Other values (32)
886 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row36회
2nd row36회
3rd row36회
4th row36회
5th row36회

Common Values

ValueCountFrequency (%)
40회 88
 
6.7%
42회 87
 
6.7%
43회 85
 
6.5%
41회 80
 
6.1%
39회 78
 
6.0%
38회 78
 
6.0%
36회 69
 
5.3%
37회 65
 
5.0%
46회 61
 
4.7%
45회 57
 
4.4%
Other values (27) 556
42.6%

Length

2023-12-13T05:39:38.839212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
40회 88
 
6.7%
42회 87
 
6.7%
43회 85
 
6.5%
41회 80
 
6.1%
39회 78
 
6.0%
38회 78
 
6.0%
36회 69
 
5.3%
37회 65
 
5.0%
46회 61
 
4.7%
45회 57
 
4.4%
Other values (27) 556
42.6%

선적출발일
Date

Distinct53
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Memory size10.3 KiB
Minimum2022-01-03 00:00:00
Maximum2022-12-11 00:00:00
2023-12-13T05:39:38.977342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:39:39.159410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

선복량
Real number (ℝ)

Distinct17
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9248466
Minimum1
Maximum30
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.6 KiB
2023-12-13T05:39:39.292753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q12
median4
Q36
95-th percentile12
Maximum30
Range29
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.1756002
Coefficient of variation (CV)0.84786401
Kurtosis7.6201871
Mean4.9248466
Median Absolute Deviation (MAD)2
Skewness2.4793768
Sum6422
Variance17.435637
MonotonicityNot monotonic
2023-12-13T05:39:39.410557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2 461
35.4%
4 324
24.8%
6 174
 
13.3%
10 100
 
7.7%
5 51
 
3.9%
8 48
 
3.7%
20 46
 
3.5%
1 36
 
2.8%
3 30
 
2.3%
12 11
 
0.8%
Other values (7) 23
 
1.8%
ValueCountFrequency (%)
1 36
 
2.8%
2 461
35.4%
3 30
 
2.3%
4 324
24.8%
5 51
 
3.9%
6 174
 
13.3%
7 5
 
0.4%
8 48
 
3.7%
9 1
 
0.1%
10 100
 
7.7%
ValueCountFrequency (%)
30 4
 
0.3%
20 46
3.5%
16 2
 
0.2%
14 8
 
0.6%
13 1
 
0.1%
12 11
 
0.8%
11 2
 
0.2%
10 100
7.7%
9 1
 
0.1%
8 48
3.7%

Interactions

2023-12-13T05:39:37.654219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:39:37.365969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:39:37.764846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:39:37.478308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:39:39.523624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번지역신청회차선적출발일선복량
연번1.0000.1930.3310.3220.453
지역0.1931.0000.6500.8610.168
신청회차0.3310.6501.0000.9990.000
선적출발일0.3220.8610.9991.0000.000
선복량0.4530.1680.0000.0001.000
2023-12-13T05:39:39.656825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역신청회차
지역1.0000.413
신청회차0.4131.000
2023-12-13T05:39:39.753121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번선복량지역신청회차
연번1.000-0.1650.1170.120
선복량-0.1651.0000.1070.000
지역0.1170.1071.0000.413
신청회차0.1200.0000.4131.000

Missing values

2023-12-13T05:39:37.915772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:39:38.048815image/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

연번지역신청회차선적출발일선복량
01미국 서안36회2022-01-1410
12미국 서안36회2022-01-144
23미국 서안36회2022-01-144
34미국 서안36회2022-01-142
45미국 서안36회2022-01-147
56미국 서안36회2022-01-143
67미국 서안36회2022-01-142
78미국 서안36회2022-01-141
89미국 서안37회2022-01-3110
910미국 서안37회2022-01-314
연번지역신청회차선적출발일선복량
12941295미국 동안50회2022-10-122
12951296미국 동안50회2022-10-122
12961297미국 동안51회2022-11-062
12971298미국 동안53회2022-11-172
12981299미국 서안45회2022-05-212
12991300미국 서안54회2022-08-142
13001301미국 서안59회2022-09-252
13011302미국 동안41회2022-06-262
13021303미국 서안50회2022-07-108
13031304미국 동안42회2022-07-032