Overview

Dataset statistics

Number of variables22
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.5 KiB
Average record size in memory195.6 B

Variable types

Categorical21
Text1

Dataset

Description샘플 데이터
Author한국생산기술연구원
URLhttps://www.bigdata-region.kr/#/dataset/5671b0d7-9b66-4d93-b27b-05a72f1b6a89

Alerts

화학물질요약서비스번호 has constant value ""Constant
화학물질요약서비스물질명 has constant value ""Constant
물질용도분류명 has constant value ""Constant
물질용도영어명 has constant value ""Constant
물질용도한글명 has constant value ""Constant
수출입품목코드 has constant value ""Constant
수출입품목명 has constant value ""Constant
수출입년도 has constant value ""Constant
수출입2월금액 has constant value ""Constant
수출입3월금액 has constant value ""Constant
수출입5월금액 has constant value ""Constant
수출입7월금액 has constant value ""Constant
수출입10월금액 has constant value ""Constant
수출입11월금액 has constant value ""Constant
수출입12월금액 has constant value ""Constant
수출입1월금액 is highly imbalanced (78.4%)Imbalance
수출입4월금액 is highly imbalanced (78.4%)Imbalance
수출입6월금액 is highly imbalanced (78.4%)Imbalance
수출입8월금액 is highly imbalanced (78.4%)Imbalance
수출입9월금액 is highly imbalanced (78.4%)Imbalance

Reproduction

Analysis started2023-12-10 13:50:38.737152
Analysis finished2023-12-10 13:50:39.130228
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

화학물질요약서비스번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
120-57-0
29 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row120-57-0
2nd row120-57-0
3rd row120-57-0
4th row120-57-0
5th row120-57-0

Common Values

ValueCountFrequency (%)
120-57-0 29
100.0%

Length

2023-12-10T22:50:39.277825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:39.458113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
120-57-0 29
100.0%
Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
Heliotropine
29 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
Heliotropine 29
100.0%

Length

2023-12-10T22:50:39.809431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:39.957516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
heliotropine 29
100.0%

물질용도분류명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
Med&Bio
29 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMed&Bio
2nd rowMed&Bio
3rd rowMed&Bio
4th rowMed&Bio
5th rowMed&Bio

Common Values

ValueCountFrequency (%)
Med&Bio 29
100.0%

Length

2023-12-10T22:50:40.163142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:40.328031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
med&bio 29
100.0%

물질용도영어명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2
29 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 29
100.0%

Length

2023-12-10T22:50:40.542543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:40.693179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 29
100.0%

물질용도한글명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2
29 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 29
100.0%

Length

2023-12-10T22:50:40.858511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:41.009401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 29
100.0%

수출입품목코드
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2932.93-0000
29 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2932.93-0000
2nd row2932.93-0000
3rd row2932.93-0000
4th row2932.93-0000
5th row2932.93-0000

Common Values

ValueCountFrequency (%)
2932.93-0000 29
100.0%

Length

2023-12-10T22:50:41.164012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:41.324808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2932.93-0000 29
100.0%

수출입품목명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
Piperonal
29 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
Piperonal 29
100.0%

Length

2023-12-10T22:50:41.495022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:41.653273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
piperonal 29
100.0%
Distinct15
Distinct (%)51.7%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T22:50:41.892791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length6
Mean length3.3448276
Min length1

Characters and Unicode

Total characters97
Distinct characters40
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

Unique1 ?
Unique (%)3.4%

Sample

1st row북한
2nd row북한
3rd row아프가니스탄
4th row아프가니스탄
5th row방글라데시
ValueCountFrequency (%)
북한 2
 
6.5%
아프가니스탄 2
 
6.5%
방글라데시 2
 
6.5%
부탄 2
 
6.5%
미얀마 2
 
6.5%
브루나이 2
 
6.5%
대만 2
 
6.5%
중국 2
 
6.5%
2
 
6.5%
홍콩 2
 
6.5%
Other values (6) 11
35.5%
2023-12-10T22:50:42.474020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6
 
6.2%
6
 
6.2%
4
 
4.1%
4
 
4.1%
4
 
4.1%
4
 
4.1%
3
 
3.1%
3
 
3.1%
2
 
2.1%
2
 
2.1%
Other values (30) 59
60.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 95
97.9%
Space Separator 2
 
2.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
6
 
6.3%
6
 
6.3%
4
 
4.2%
4
 
4.2%
4
 
4.2%
4
 
4.2%
3
 
3.2%
3
 
3.2%
2
 
2.1%
2
 
2.1%
Other values (29) 57
60.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 95
97.9%
Common 2
 
2.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
6
 
6.3%
6
 
6.3%
4
 
4.2%
4
 
4.2%
4
 
4.2%
4
 
4.2%
3
 
3.2%
3
 
3.2%
2
 
2.1%
2
 
2.1%
Other values (29) 57
60.0%
Common
ValueCountFrequency (%)
2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 95
97.9%
ASCII 2
 
2.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
6
 
6.3%
6
 
6.3%
4
 
4.2%
4
 
4.2%
4
 
4.2%
4
 
4.2%
3
 
3.2%
3
 
3.2%
2
 
2.1%
2
 
2.1%
Other values (29) 57
60.0%
ASCII
ValueCountFrequency (%)
2
100.0%
Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
수출
15 
수입
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수출
2nd row수입
3rd row수출
4th row수입
5th row수출

Common Values

ValueCountFrequency (%)
수출 15
51.7%
수입 14
48.3%

Length

2023-12-10T22:50:42.945719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:43.125629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수출 15
51.7%
수입 14
48.3%

수출입년도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2018
29 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2018 29
100.0%

Length

2023-12-10T22:50:43.309914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:43.488780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 29
100.0%

수출입1월금액
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
28 
533
 
1

Length

Max length3
Median length1
Mean length1.0689655
Min length1

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
96.6%
533 1
 
3.4%

Length

2023-12-10T22:50:43.674287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:43.845132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
96.6%
533 1
 
3.4%

수출입2월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:44.005557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:44.143736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입3월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:44.305928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:44.474843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입4월금액
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
28 
39341
 
1

Length

Max length5
Median length1
Mean length1.137931
Min length1

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
96.6%
39341 1
 
3.4%

Length

2023-12-10T22:50:44.643351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:44.849695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
96.6%
39341 1
 
3.4%

수출입5월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:45.046424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:45.208222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입6월금액
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
28 
49240
 
1

Length

Max length5
Median length1
Mean length1.137931
Min length1

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
96.6%
49240 1
 
3.4%

Length

2023-12-10T22:50:45.375742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:45.539335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
96.6%
49240 1
 
3.4%

수출입7월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:45.724419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:45.922066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입8월금액
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
28 
6157
 
1

Length

Max length4
Median length1
Mean length1.1034483
Min length1

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
96.6%
6157 1
 
3.4%

Length

2023-12-10T22:50:46.086455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:46.272884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
96.6%
6157 1
 
3.4%

수출입9월금액
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
28 
53260
 
1

Length

Max length5
Median length1
Mean length1.137931
Min length1

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
96.6%
53260 1
 
3.4%

Length

2023-12-10T22:50:46.446409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:46.636937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
96.6%
53260 1
 
3.4%

수출입10월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:46.873936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:47.024739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입11월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:47.205627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:47.362156image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

수출입12월금액
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
0
29 

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 29
100.0%

Length

2023-12-10T22:50:47.537334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:50:47.830017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 29
100.0%

Sample

화학물질요약서비스번호화학물질요약서비스물질명물질용도분류명물질용도영어명물질용도한글명수출입품목코드수출입품목명수출입대상국가명수입수출구분명수출입년도수출입1월금액수출입2월금액수출입3월금액수출입4월금액수출입5월금액수출입6월금액수출입7월금액수출입8월금액수출입9월금액수출입10월금액수출입11월금액수출입12월금액
0120-57-0HeliotropineMed&Bio222932.93-0000Piperonal북한수출2018000000000000
1120-57-0HeliotropineMed&Bio222932.93-0000Piperonal북한수입2018000000000000
2120-57-0HeliotropineMed&Bio222932.93-0000Piperonal아프가니스탄수출2018000000000000
3120-57-0HeliotropineMed&Bio222932.93-0000Piperonal아프가니스탄수입2018000000000000
4120-57-0HeliotropineMed&Bio222932.93-0000Piperonal방글라데시수출2018000000000000
5120-57-0HeliotropineMed&Bio222932.93-0000Piperonal방글라데시수입2018000000000000
6120-57-0HeliotropineMed&Bio222932.93-0000Piperonal부탄수출2018000000000000
7120-57-0HeliotropineMed&Bio222932.93-0000Piperonal부탄수입2018000000000000
8120-57-0HeliotropineMed&Bio222932.93-0000Piperonal미얀마수출2018000000000000
9120-57-0HeliotropineMed&Bio222932.93-0000Piperonal미얀마수입2018000000000000
화학물질요약서비스번호화학물질요약서비스물질명물질용도분류명물질용도영어명물질용도한글명수출입품목코드수출입품목명수출입대상국가명수입수출구분명수출입년도수출입1월금액수출입2월금액수출입3월금액수출입4월금액수출입5월금액수출입6월금액수출입7월금액수출입8월금액수출입9월금액수출입10월금액수출입11월금액수출입12월금액
19120-57-0HeliotropineMed&Bio222932.93-0000Piperonal홍콩수입2018000000000000
20120-57-0HeliotropineMed&Bio222932.93-0000Piperonal인도수출2018000000000000
21120-57-0HeliotropineMed&Bio222932.93-0000Piperonal인도수입2018000000000000
22120-57-0HeliotropineMed&Bio222932.93-0000Piperonal인도네시아수출2018000000000000
23120-57-0HeliotropineMed&Bio222932.93-0000Piperonal인도네시아수입2018000000000000
24120-57-0HeliotropineMed&Bio222932.93-0000Piperonal영국령 인도양지역수출2018000000000000
25120-57-0HeliotropineMed&Bio222932.93-0000Piperonal영국령 인도양지역수입2018000000000000
26120-57-0HeliotropineMed&Bio222932.93-0000Piperonal일본수출2018000000000000
27120-57-0HeliotropineMed&Bio222932.93-0000Piperonal일본수입2018000000000000
28120-57-0HeliotropineMed&Bio222932.93-0000Piperonal라오스수출2018000000000000