Overview

Dataset statistics

Number of variables3
Number of observations2863
Missing cells0
Missing cells (%)0.0%
Duplicate rows128
Duplicate rows (%)4.5%
Total size in memory67.2 KiB
Average record size in memory24.0 B

Variable types

DateTime1
Categorical2

Dataset

Description농가의 일일 영농활동(교육, 시비 작업 등), 생산, 판매 활동 등 기록 관리시스템으로 작업일시, 작업유형, 행위등을 제공합니다.
Author충청북도
URLhttps://www.data.go.kr/data/15050308/fileData.do

Alerts

Dataset has 128 (4.5%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 07:23:12.795909
Analysis finished2023-12-12 07:23:13.113374
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

작업일시
Date

Distinct40
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size22.5 KiB
Minimum2017-03-23 15:23:00
Maximum2019-10-14 09:51:00
2023-12-12T16:23:13.200413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:23:13.366470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)

작업유형
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size22.5 KiB
I
2044 
D
819 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
I 2044
71.4%
D 819
28.6%

Length

2023-12-12T16:23:13.504201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:23:13.608055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
i 2044
71.4%
d 819
28.6%

행위
Categorical

Distinct6
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size22.5 KiB
U
502 
D
502 
I
502 
L
498 
V
498 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowU
2nd rowD
3rd rowI
4th rowU
5th rowD

Common Values

ValueCountFrequency (%)
U 502
17.5%
D 502
17.5%
I 502
17.5%
L 498
17.4%
V 498
17.4%
E 361
12.6%

Length

2023-12-12T16:23:13.715353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:23:13.826554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
u 502
17.5%
d 502
17.5%
i 502
17.5%
l 498
17.4%
v 498
17.4%
e 361
12.6%

Correlations

2023-12-12T16:23:13.907119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작업일시작업유형행위
작업일시1.0000.9990.609
작업유형0.9991.0000.000
행위0.6090.0001.000
2023-12-12T16:23:13.987454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작업유형행위
작업유형1.0000.000
행위0.0001.000
2023-12-12T16:23:14.068376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작업유형행위
작업유형1.0000.000
행위0.0001.000

Missing values

2023-12-12T16:23:12.966509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:23:13.068186image/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

작업일시작업유형행위
02018-11-06 08:52IU
12018-11-06 08:52ID
22018-11-06 08:52II
32018-11-06 08:52IU
42018-11-06 08:52ID
52018-11-06 08:52II
62018-11-06 08:52IU
72018-11-06 08:52ID
82018-11-06 08:52II
92018-11-06 08:52IU
작업일시작업유형행위
28532018-09-04 10:13IV
28542018-09-04 10:13IL
28552018-09-04 10:13IV
28562018-09-04 10:13IL
28572018-09-04 10:13IV
28582018-09-04 10:13IL
28592018-09-04 10:13IV
28602018-09-04 10:13IL
28612018-09-04 10:13IV
28622018-09-04 10:13IL

Duplicate rows

Most frequently occurring

작업일시작업유형행위# duplicates
972018-11-06 08:52ID62
982018-11-06 08:52II62
992018-11-06 08:52IL62
1002018-11-06 08:52IU62
1012018-11-06 08:52IV62
1022018-11-06 08:53IE62
1032018-11-06 09:27DD62
1042018-11-06 09:27DE62
1052018-11-06 09:27DI62
1062018-11-06 09:27DL62