Overview

Dataset statistics

Number of variables27
Number of observations129
Missing cells405
Missing cells (%)11.6%
Duplicate rows17
Duplicate rows (%)13.2%
Total size in memory27.3 KiB
Average record size in memory217.0 B

Variable types

Text1
Categorical20
Unsupported6

Dataset

Description외항 선박에 반입/적재하기 위해 신고된 물품 목록과 그에 따른 금액을 전국항구와 부산권항구(부산항/부산신항)로 나누어 산출한 통계자료 및 전체선박(크루즈선 포함)과 크루즈선박으로 나누어 산출한 통계자료. (통계자료 기간: 2018년 1월 ~ 2024년 3월까지)
Author관세청
URLhttps://www.data.go.kr/data/15060293/fileData.do

Alerts

Dataset has 17 (13.2%) duplicate rowsDuplicates
Unnamed: 1 is highly imbalanced (66.0%)Imbalance
Unnamed: 9 is highly imbalanced (74.9%)Imbalance
Unnamed: 10 is highly imbalanced (80.1%)Imbalance
Unnamed: 11 is highly imbalanced (74.9%)Imbalance
Unnamed: 12 is highly imbalanced (80.1%)Imbalance
Unnamed: 13 is highly imbalanced (74.9%)Imbalance
Unnamed: 14 is highly imbalanced (80.1%)Imbalance
Unnamed: 15 is highly imbalanced (74.9%)Imbalance
Unnamed: 16 is highly imbalanced (80.1%)Imbalance
Unnamed: 17 is highly imbalanced (74.9%)Imbalance
Unnamed: 18 is highly imbalanced (80.1%)Imbalance
Unnamed: 19 is highly imbalanced (74.9%)Imbalance
Unnamed: 20 is highly imbalanced (80.1%)Imbalance
Unnamed: 21 is highly imbalanced (74.9%)Imbalance
Unnamed: 22 is highly imbalanced (80.1%)Imbalance
Unnamed: 23 is highly imbalanced (74.9%)Imbalance
Unnamed: 24 is highly imbalanced (80.1%)Imbalance
Unnamed: 25 is highly imbalanced (74.9%)Imbalance
Unnamed: 26 is highly imbalanced (80.1%)Imbalance
선용품 무역통계(전국/부산권항) has 119 (92.2%) missing valuesMissing
Unnamed: 3 has 58 (45.0%) missing valuesMissing
Unnamed: 4 has 62 (48.1%) missing valuesMissing
Unnamed: 5 has 44 (34.1%) missing valuesMissing
Unnamed: 6 has 48 (37.2%) missing valuesMissing
Unnamed: 7 has 35 (27.1%) missing valuesMissing
Unnamed: 8 has 39 (30.2%) missing valuesMissing
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-21 01:24:50.229653
Analysis finished2024-04-21 01:24:50.647471
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

선용품 무역통계(전국/부산권항)
Text

MISSING 

Distinct7
Distinct (%)70.0%
Missing119
Missing (%)92.2%
Memory size1.1 KiB
2024-04-21T10:24:50.745295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length21.5
Mean length15.2
Min length8

Characters and Unicode

Total characters152
Distinct characters35
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique6 ?
Unique (%)60.0%

Sample

1st row(단위 : 내국선용품 천원, 외국선용품 $, 환급대상물품 천원)
2nd row항구/선박 구분
3rd row전 국 (크루즈선 포함)
4th row항구/선박 구분
5th row전 국 크 루 즈 선
ValueCountFrequency (%)
항구/선박 4
 
9.5%
4
 
9.5%
구분 4
 
9.5%
천원 3
 
7.1%
포함 2
 
4.8%
부산항 2
 
4.8%
선 2
 
4.8%
즈 2
 
4.8%
루 2
 
4.8%
크 2
 
4.8%
Other values (8) 15
35.7%
2024-04-21T10:24:51.007878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
33
21.7%
선 12
 
7.9%
항 8
 
5.3%
구 8
 
5.3%
국 6
 
3.9%
품 5
 
3.3%
, 5
 
3.3%
( 4
 
2.6%
) 4
 
2.6%
산 4
 
2.6%
Other values (25) 63
41.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 98
64.5%
Space Separator 33
 
21.7%
Other Punctuation 11
 
7.2%
Open Punctuation 4
 
2.6%
Close Punctuation 4
 
2.6%
Currency Symbol 2
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
선 12
 
12.2%
항 8
 
8.2%
구 8
 
8.2%
국 6
 
6.1%
품 5
 
5.1%
산 4
 
4.1%
부 4
 
4.1%
분 4
 
4.1%
용 4
 
4.1%
박 4
 
4.1%
Other values (18) 39
39.8%
Other Punctuation
ValueCountFrequency (%)
, 5
45.5%
/ 4
36.4%
: 2
 
18.2%
Space Separator
ValueCountFrequency (%)
33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Currency Symbol
ValueCountFrequency (%)
$ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 98
64.5%
Common 54
35.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
선 12
 
12.2%
항 8
 
8.2%
구 8
 
8.2%
국 6
 
6.1%
품 5
 
5.1%
산 4
 
4.1%
부 4
 
4.1%
분 4
 
4.1%
용 4
 
4.1%
박 4
 
4.1%
Other values (18) 39
39.8%
Common
ValueCountFrequency (%)
33
61.1%
, 5
 
9.3%
( 4
 
7.4%
) 4
 
7.4%
/ 4
 
7.4%
$ 2
 
3.7%
: 2
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 98
64.5%
ASCII 54
35.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
33
61.1%
, 5
 
9.3%
( 4
 
7.4%
) 4
 
7.4%
/ 4
 
7.4%
$ 2
 
3.7%
: 2
 
3.7%
Hangul
ValueCountFrequency (%)
선 12
 
12.2%
항 8
 
8.2%
구 8
 
8.2%
국 6
 
6.1%
품 5
 
5.1%
산 4
 
4.1%
부 4
 
4.1%
분 4
 
4.1%
용 4
 
4.1%
박 4
 
4.1%
Other values (18) 39
39.8%

Unnamed: 1
Categorical

IMBALANCE 

Distinct5
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
113 
거래구분
 
4
외국선용품
 
4
내국선용품
 
4
환급대상물품
 
4

Length

Max length6
Median length4
Mean length4.124031
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 113
87.6%
거래구분 4
 
3.1%
외국선용품 4
 
3.1%
내국선용품 4
 
3.1%
환급대상물품 4
 
3.1%

Length

2024-04-21T10:24:51.151175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:51.251184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 113
87.6%
거래구분 4
 
3.1%
외국선용품 4
 
3.1%
내국선용품 4
 
3.1%
환급대상물품 4
 
3.1%

Unnamed: 2
Categorical

Distinct15
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
17 
합계
12 
주류
8 
담배류
8 
육류
8 
Other values (10)
76 

Length

Max length8
Median length6
Mean length3.5658915
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row품목 (대분류)

Common Values

ValueCountFrequency (%)
<NA> 17
13.2%
합계 12
 
9.3%
주류 8
 
6.2%
담배류 8
 
6.2%
육류 8
 
6.2%
식품류 8
 
6.2%
전자제품 8
 
6.2%
조리기구 8
 
6.2%
선박부품 8
 
6.2%
악세사리 8
 
6.2%
Other values (5) 36
27.9%

Length

2024-04-21T10:24:51.352018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 17
12.8%
합계 12
 
9.0%
주류 8
 
6.0%
담배류 8
 
6.0%
육류 8
 
6.0%
식품류 8
 
6.0%
전자제품 8
 
6.0%
조리기구 8
 
6.0%
선박부품 8
 
6.0%
악세사리 8
 
6.0%
Other values (6) 40
30.1%

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing58
Missing (%)45.0%
Memory size1.1 KiB

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)48.1%
Memory size1.1 KiB

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing44
Missing (%)34.1%
Memory size1.1 KiB

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing48
Missing (%)37.2%
Memory size1.1 KiB

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)27.1%
Memory size1.1 KiB

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing39
Missing (%)30.2%
Memory size1.1 KiB

Unnamed: 9
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.4.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.4.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.4. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:51.453479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:51.550031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.4 4
 
3.1%
건수 4
 
3.1%

Unnamed: 10
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:51.658088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:51.756907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 11
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.5.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.5.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.5. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:51.842723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:51.932818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.5 4
 
3.1%
건수 4
 
3.1%

Unnamed: 12
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:52.036148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:52.128949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 13
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.6.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.6.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.6. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:52.219222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:52.304593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.6 4
 
3.1%
건수 4
 
3.1%

Unnamed: 14
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:52.579793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:52.699339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 15
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.7.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.7.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.7. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:52.797487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:52.901159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.7 4
 
3.1%
건수 4
 
3.1%

Unnamed: 16
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:53.016245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:53.121847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 17
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.8.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.8.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.8. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:53.216709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:53.304901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.8 4
 
3.1%
건수 4
 
3.1%

Unnamed: 18
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:53.417931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:53.514538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 19
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.9.
 
4
건수
 
4

Length

Max length7
Median length4
Mean length4.0310078
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.9.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.9. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:53.612005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:53.704941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.9 4
 
3.1%
건수 4
 
3.1%

Unnamed: 20
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:53.805232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:53.900273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 21
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.10.
 
4
건수
 
4

Length

Max length8
Median length4
Mean length4.0620155
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.10.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.10. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:54.017771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:54.107624image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.10 4
 
3.1%
건수 4
 
3.1%

Unnamed: 22
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:54.246217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:54.358110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 23
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.11.
 
4
건수
 
4

Length

Max length8
Median length4
Mean length4.0620155
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.11.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.11. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:54.482327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:54.585163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.11 4
 
3.1%
건수 4
 
3.1%

Unnamed: 24
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:54.706049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:54.797774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Unnamed: 25
Categorical

IMBALANCE 

Distinct3
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
121 
2024.12.
 
4
건수
 
4

Length

Max length8
Median length4
Mean length4.0620155
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row2024.12.

Common Values

ValueCountFrequency (%)
<NA> 121
93.8%
2024.12. 4
 
3.1%
건수 4
 
3.1%

Length

2024-04-21T10:24:54.890084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:54.981695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 121
93.8%
2024.12 4
 
3.1%
건수 4
 
3.1%

Unnamed: 26
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
<NA>
125 
금액
 
4

Length

Max length4
Median length4
Mean length3.9379845
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> 125
96.9%
금액 4
 
3.1%

Length

2024-04-21T10:24:55.092131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:24:55.193494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 125
96.9%
금액 4
 
3.1%

Sample

선용품 무역통계(전국/부산권항)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26
0<NA><NA><NA>NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
1<NA><NA><NA>NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2(단위 : 내국선용품 천원, 외국선용품 $, 환급대상물품 천원)<NA><NA>NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3<NA><NA><NA>NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
4항구/선박 구분거래구분품목 (대분류)2024.1.NaN2024.2.NaN2024.3.NaN2024.4.<NA>2024.5.<NA>2024.6.<NA>2024.7.<NA>2024.8.<NA>2024.9.<NA>2024.10.<NA>2024.11.<NA>2024.12.<NA>
5<NA><NA><NA>건수금액건수금액건수금액건수금액건수금액건수금액건수금액건수금액건수금액건수금액건수금액건수금액
6전 국 (크루즈선 포함)외국선용품합계1117597729482211168015547433039112093104551877<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
7<NA><NA>주류826016888088234140538382882126174<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
8<NA><NA>담배류667914289555742104022360781537524<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9<NA><NA>육류146901877253151151873810145351952198<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
선용품 무역통계(전국/부산권항)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26
119<NA><NA>식품류NaNNaN79135447403306<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
120<NA><NA>전자제품NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
121<NA><NA>조리기구NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
122<NA><NA>선박부품NaNNaN145134141429<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
123<NA><NA>악세사리NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
124<NA><NA>유류NaNNaNNaNNaN123232<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
125<NA><NA>조건부선용품NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
126<NA><NA>선박폐기물NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
127<NA><NA>기타NaNNaN1510221958726693<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
128<NA>환급대상물품합계NaNNaN2448117268879541<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>

Duplicate rows

Most frequently occurring

선용품 무역통계(전국/부산권항)Unnamed: 1Unnamed: 2Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26# duplicates
16<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>11
3<NA><NA>기타<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
4<NA><NA>담배류<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
5<NA><NA>선박부품<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
6<NA><NA>선박폐기물<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
7<NA><NA>식품류<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
8<NA><NA>악세사리<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
9<NA><NA>유류<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
10<NA><NA>육류<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8
11<NA><NA>전자제품<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>8