Overview

Dataset statistics

Number of variables61
Number of observations75
Missing cells775
Missing cells (%)16.9%
Duplicate rows33
Duplicate rows (%)44.0%
Total size in memory36.0 KiB
Average record size in memory491.8 B

Variable types

Text2
Unsupported59

Dataset

Description한국철도공사에서 운행한 화물열차에 대해 2021년 선별 수송량 데이터와 2022년 선별 데이터를 엑셀 파일로 제공합니다.
URLhttps://www.data.go.kr/data/3073553/fileData.do

Alerts

Dataset has 33 (44.0%) duplicate rowsDuplicates
Unnamed: 0 has 4 (5.3%) missing valuesMissing
Unnamed: 1 has 38 (50.7%) missing valuesMissing
Unnamed: 2 has 2 (2.7%) missing valuesMissing
Unnamed: 3 has 3 (4.0%) missing valuesMissing
Unnamed: 4 has 3 (4.0%) missing valuesMissing
Unnamed: 5 has 3 (4.0%) missing valuesMissing
Unnamed: 6 has 3 (4.0%) missing valuesMissing
Unnamed: 7 has 3 (4.0%) missing valuesMissing
6. 선 별 화 물 has 3 (4.0%) missing valuesMissing
수 송 실 적 (톤수) has 3 (4.0%) missing valuesMissing
Unnamed: 10 has 3 (4.0%) missing valuesMissing
Unnamed: 11 has 3 (4.0%) missing valuesMissing
Unnamed: 12 has 3 (4.0%) missing valuesMissing
Unnamed: 13 has 38 (50.7%) missing valuesMissing
Unnamed: 14 has 2 (2.7%) missing valuesMissing
Unnamed: 15 has 3 (4.0%) missing valuesMissing
Unnamed: 16 has 3 (4.0%) missing valuesMissing
Unnamed: 17 has 38 (50.7%) missing valuesMissing
Unnamed: 18 has 2 (2.7%) missing valuesMissing
Unnamed: 19 has 3 (4.0%) missing valuesMissing
Unnamed: 20 has 3 (4.0%) missing valuesMissing
Unnamed: 21 has 3 (4.0%) missing valuesMissing
Unnamed: 22 has 38 (50.7%) missing valuesMissing
Unnamed: 23 has 2 (2.7%) missing valuesMissing
Unnamed: 24 has 38 (50.7%) missing valuesMissing
Unnamed: 25 has 2 (2.7%) missing valuesMissing
Unnamed: 26 has 3 (4.0%) missing valuesMissing
Unnamed: 27 has 3 (4.0%) missing valuesMissing
Unnamed: 28 has 38 (50.7%) missing valuesMissing
Unnamed: 29 has 2 (2.7%) missing valuesMissing
Unnamed: 30 has 3 (4.0%) missing valuesMissing
Unnamed: 31 has 3 (4.0%) missing valuesMissing
Unnamed: 32 has 38 (50.7%) missing valuesMissing
Unnamed: 33 has 2 (2.7%) missing valuesMissing
Unnamed: 34 has 3 (4.0%) missing valuesMissing
Unnamed: 35 has 3 (4.0%) missing valuesMissing
Unnamed: 36 has 3 (4.0%) missing valuesMissing
Unnamed: 37 has 3 (4.0%) missing valuesMissing
Unnamed: 38 has 3 (4.0%) missing valuesMissing
Unnamed: 39 has 3 (4.0%) missing valuesMissing
Unnamed: 40 has 3 (4.0%) missing valuesMissing
Unnamed: 41 has 38 (50.7%) missing valuesMissing
Unnamed: 42 has 2 (2.7%) missing valuesMissing
Unnamed: 43 has 3 (4.0%) missing valuesMissing
Unnamed: 44 has 3 (4.0%) missing valuesMissing
Unnamed: 45 has 3 (4.0%) missing valuesMissing
Unnamed: 46 has 38 (50.7%) missing valuesMissing
Unnamed: 47 has 2 (2.7%) missing valuesMissing
Unnamed: 48 has 3 (4.0%) missing valuesMissing
Unnamed: 49 has 3 (4.0%) missing valuesMissing
Unnamed: 50 has 3 (4.0%) missing valuesMissing
Unnamed: 51 has 3 (4.0%) missing valuesMissing
Unnamed: 52 has 3 (4.0%) missing valuesMissing
Unnamed: 53 has 38 (50.7%) missing valuesMissing
Unnamed: 54 has 2 (2.7%) missing valuesMissing
Unnamed: 55 has 3 (4.0%) missing valuesMissing
Unnamed: 56 has 3 (4.0%) missing valuesMissing
Unnamed: 57 has 40 (53.3%) missing valuesMissing
Unnamed: 58 has 75 (100.0%) missing valuesMissing
Unnamed: 59 has 75 (100.0%) missing valuesMissing
Unnamed: 60 has 73 (97.3%) missing valuesMissing
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
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
6. 선 별 화 물 is an unsupported type, check if it needs cleaning or further analysisUnsupported
수 송 실 적 (톤수) is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 39 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 40 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 41 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 42 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 43 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 44 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 45 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 46 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 47 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 48 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 49 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 50 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 51 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 52 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 53 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 54 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 55 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 56 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 57 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 58 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 59 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 08:51:29.828078
Analysis finished2023-12-12 08:51:30.074168
Duration0.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Unnamed: 0
Text

MISSING 

Distinct38
Distinct (%)53.5%
Missing4
Missing (%)5.3%
Memory size732.0 B
2023-12-12T17:51:30.216415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length62
Median length3
Mean length5.2394366
Min length3

Characters and Unicode

Total characters372
Distinct characters59
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)7.0%

Sample

1st row 품 목 별 선 별
2nd row경부선
3rd row중앙선
4th row호남선
5th row전라선
ValueCountFrequency (%)
별 4
 
5.1%
군산항선 2
 
2.5%
울산신항선 2
 
2.5%
부산신항선 2
 
2.5%
신항북선 2
 
2.5%
신항남선 2
 
2.5%
영동선 2
 
2.5%
태백선 2
 
2.5%
경전선 2
 
2.5%
북평선 2
 
2.5%
Other values (31) 57
72.2%
2023-12-12T17:51:30.643395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
112
30.1%
선 70
18.8%
항 16
 
4.3%
산 12
 
3.2%
신 10
 
2.7%
경 10
 
2.7%
부 8
 
2.2%
북 8
 
2.2%
동 6
 
1.6%
남 6
 
1.6%
Other values (49) 114
30.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 257
69.1%
Space Separator 112
30.1%
Control 2
 
0.5%
Decimal Number 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
선 70
27.2%
항 16
 
6.2%
산 12
 
4.7%
신 10
 
3.9%
경 10
 
3.9%
부 8
 
3.1%
북 8
 
3.1%
동 6
 
2.3%
남 6
 
2.3%
전 6
 
2.3%
Other values (46) 105
40.9%
Space Separator
ValueCountFrequency (%)
112
100.0%
Control
ValueCountFrequency (%)
2
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 257
69.1%
Common 115
30.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
선 70
27.2%
항 16
 
6.2%
산 12
 
4.7%
신 10
 
3.9%
경 10
 
3.9%
부 8
 
3.1%
북 8
 
3.1%
동 6
 
2.3%
남 6
 
2.3%
전 6
 
2.3%
Other values (46) 105
40.9%
Common
ValueCountFrequency (%)
112
97.4%
2
 
1.7%
1 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 257
69.1%
ASCII 115
30.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
112
97.4%
2
 
1.7%
1 1
 
0.9%
Hangul
ValueCountFrequency (%)
선 70
27.2%
항 16
 
6.2%
산 12
 
4.7%
신 10
 
3.9%
경 10
 
3.9%
부 8
 
3.1%
북 8
 
3.1%
동 6
 
2.3%
남 6
 
2.3%
전 6
 
2.3%
Other values (46) 105
40.9%

Unnamed: 1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

6. 선 별 화 물
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

수 송 실 적 (톤수)
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 38
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 39
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 40
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 41
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 42
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 43
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 44
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 45
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 46
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 47
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 48
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 49
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 50
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 51
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 52
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 53
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)50.7%
Memory size732.0 B

Unnamed: 54
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)2.7%
Memory size732.0 B

Unnamed: 55
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 56
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)4.0%
Memory size732.0 B

Unnamed: 57
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing40
Missing (%)53.3%
Memory size732.0 B

Unnamed: 58
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing75
Missing (%)100.0%
Memory size807.0 B

Unnamed: 59
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing75
Missing (%)100.0%
Memory size807.0 B

Unnamed: 60
Text

MISSING 

Distinct2
Distinct (%)100.0%
Missing73
Missing (%)97.3%
Memory size732.0 B
2023-12-12T17:51:30.808810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length5
Mean length5
Min length5

Characters and Unicode

Total characters10
Distinct characters4
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

Unique2 ?
Unique (%)100.0%

Sample

1st row2021년
2nd row2022년
ValueCountFrequency (%)
2021년 1
50.0%
2022년 1
50.0%
2023-12-12T17:51:31.098571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 5
50.0%
0 2
 
20.0%
년 2
 
20.0%
1 1
 
10.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 8
80.0%
Other Letter 2
 
20.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 5
62.5%
0 2
 
25.0%
1 1
 
12.5%
Other Letter
ValueCountFrequency (%)
년 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 8
80.0%
Hangul 2
 
20.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 5
62.5%
0 2
 
25.0%
1 1
 
12.5%
Hangul
ValueCountFrequency (%)
년 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 8
80.0%
Hangul 2
 
20.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 5
62.5%
0 2
 
25.0%
1 1
 
12.5%
Hangul
ValueCountFrequency (%)
년 2
100.0%

Sample

Unnamed: 0Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 76. 선 별 화 물수 송 실 적 (톤수)Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55Unnamed: 56Unnamed: 57Unnamed: 58Unnamed: 59Unnamed: 60
0<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA><NA>
1품 목 별 선 별총합계컨테이너NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN시멘트NaNNaNNaN석탄NaNNaNNaNNaN유류NaN광석NaNNaNNaN철강NaNNaNNaN일반기타NaNNaNNaNNaNNaNNaNNaNNaN건설NaNNaNNaNNaN순수사업용NaNNaNNaNNaNNaNNaN위수탁사업용NaNNaNNaN<NA><NA>2021년
2<NA>NaN일반컨테이너컨테이너TPAJR컨테이너컨테이너 우드펠릿컨테이너 석탄류컨테이너 크링카컨테이너 발전탄컨테이너 기타중량품컨테이너페로니켈컨테이너계벌크시멘트크링카포대시멘트시멘트계발전용무연탄민수용무연탄시멘트용유연탄경석석탄계JP8제트유유류계석회석백운석철광석광석계냉연열연기타철재철강계광재종이황산프로필렌비료자동차갑종철도차량일반기타일반기타계건설탄약건설장비건설기타보급품미군화물건설계사업유류사업갑종철도차량사업차량부품사업자갈사업레일사업기타사업계위수탁사업용자갈위수탁사업용레일위수탁사업용침목위수탁사업용기타사업용계NaN<NA><NA><NA>
3경부선173543314936790076400000001570079000000000000000000000000016411016411511243826684901430606585914620169121068700647506904345465937NaN<NA><NA><NA>
4중앙선51033190000000000456152501359844697509000000032952200329522000000000033360333618840001884019594128007032042550600004350643NaN<NA><NA><NA>
5호남선218900000000000000000000000000000000000039780397801973001973038024650012243891155000011550NaN<NA><NA><NA>
6전라선168100140527000000001405270000000000000000000000000469704697156000015600344200042438661745000017450NaN<NA><NA><NA>
7충북선1044900000000000000000000000000000000000104060104060000000000000004343NaN<NA><NA><NA>
8장항선18707038814940000000088149400000000000000009330120933012000000268542795454700000000000016500001650NaN<NA><NA><NA>
9경의선9933000000000000000000000000000000000009160916035169500446604151000400455100000NaN<NA><NA><NA>
Unnamed: 0Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 76. 선 별 화 물수 송 실 적 (톤수)Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48Unnamed: 49Unnamed: 50Unnamed: 51Unnamed: 52Unnamed: 53Unnamed: 54Unnamed: 55Unnamed: 56Unnamed: 57Unnamed: 58Unnamed: 59Unnamed: 60
65북평선NaN00000000000NaN76398700NaN001087320NaN0NaN000NaN000NaN00000000NaN0000NaN000000NaN0000<NA><NA><NA>
66울산신항선NaN1721377764000000000NaN000NaN0000NaN0NaN000NaN000NaN00000006482NaN0000NaN000000NaN0000<NA><NA><NA>
67덕산선NaN00000000000NaN000NaN0000NaN0NaN000NaN000NaN00000000NaN0899600NaN000000NaN0000<NA><NA><NA>
68동해선NaN00000000000NaN000NaN0000NaN0NaN000NaN000NaN0000006740NaN0000NaN026354185000NaN0000<NA><NA><NA>
69온산선NaN00000000000NaN000NaN0000NaN132588NaN000NaN000NaN0000003570NaN0000NaN0880000NaN0000<NA><NA><NA>
70괴동선NaN00000000000NaN000NaN0010229300NaN0NaN000NaN323395616422669NaN358750000016971140NaN0246800NaN062870000NaN01116000<NA><NA><NA>
71진해선NaN00000000000NaN000NaN0000NaN0NaN000NaN000NaN000000198501250NaN0637000NaN000000NaN8450000<NA><NA><NA>
72가야선NaN00000000000NaN000NaN0000NaN0NaN000NaN000NaN00000011030NaN00035NaN0462024000127NaN0000<NA><NA><NA>
73우암선NaN00000000000NaN000NaN0000NaN0NaN000NaN000NaN00000000NaN002287952NaN000000NaN0000<NA><NA><NA>
74경전선NaN00000000000NaN000NaN0000NaN0NaN000NaN1191500NaN000000104355080NaN0000NaN050944235000NaN13450000<NA><NA><NA>

Duplicate rows

Most frequently occurring

Unnamed: 0Unnamed: 60# duplicates
32<NA><NA>4
0가야선<NA>2
1경부선<NA>2
2경원선<NA>2
3경의선<NA>2
4경전선<NA>2
5경춘선<NA>2
6광양제철선<NA>2
7광주선<NA>2
8괴동선<NA>2