Overview

Dataset statistics

Number of variables38
Number of observations31
Missing cells344
Missing cells (%)29.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.4 KiB
Average record size in memory309.3 B

Variable types

Unsupported37
Text1

Dataset

Description2017년부터 2019년까지 65세 이상 연령별 교통사고 유형에 따라 사고건수, 사망자수, 부상자수 현황에 대한 데이터
Author도로교통공단
URLhttps://www.data.go.kr/data/15087994/fileData.do

Alerts

Unnamed: 0 has 31 (100.0%) missing valuesMissing
*최근3년간 연령대별 사고유형별 노인운전자 교통사고 현황(2017~2019년) has 1 (3.2%) missing valuesMissing
Unnamed: 2 has 1 (3.2%) missing valuesMissing
Unnamed: 3 has 3 (9.7%) missing valuesMissing
Unnamed: 4 has 3 (9.7%) missing valuesMissing
Unnamed: 5 has 2 (6.5%) missing valuesMissing
Unnamed: 6 has 3 (9.7%) missing valuesMissing
Unnamed: 7 has 3 (9.7%) missing valuesMissing
Unnamed: 8 has 2 (6.5%) missing valuesMissing
Unnamed: 9 has 3 (9.7%) missing valuesMissing
Unnamed: 10 has 3 (9.7%) missing valuesMissing
Unnamed: 11 has 25 (80.6%) missing valuesMissing
Unnamed: 12 has 26 (83.9%) missing valuesMissing
Unnamed: 13 has 26 (83.9%) missing valuesMissing
Unnamed: 14 has 1 (3.2%) missing valuesMissing
Unnamed: 15 has 3 (9.7%) missing valuesMissing
Unnamed: 16 has 3 (9.7%) missing valuesMissing
Unnamed: 17 has 2 (6.5%) missing valuesMissing
Unnamed: 18 has 3 (9.7%) missing valuesMissing
Unnamed: 19 has 3 (9.7%) missing valuesMissing
Unnamed: 20 has 2 (6.5%) missing valuesMissing
Unnamed: 21 has 3 (9.7%) missing valuesMissing
Unnamed: 22 has 3 (9.7%) missing valuesMissing
Unnamed: 23 has 27 (87.1%) missing valuesMissing
Unnamed: 24 has 28 (90.3%) missing valuesMissing
Unnamed: 25 has 28 (90.3%) missing valuesMissing
Unnamed: 26 has 1 (3.2%) missing valuesMissing
Unnamed: 27 has 3 (9.7%) missing valuesMissing
Unnamed: 28 has 3 (9.7%) missing valuesMissing
Unnamed: 29 has 2 (6.5%) missing valuesMissing
Unnamed: 30 has 3 (9.7%) missing valuesMissing
Unnamed: 31 has 3 (9.7%) missing valuesMissing
Unnamed: 32 has 2 (6.5%) missing valuesMissing
Unnamed: 33 has 3 (9.7%) missing valuesMissing
Unnamed: 34 has 3 (9.7%) missing valuesMissing
Unnamed: 35 has 27 (87.1%) missing valuesMissing
Unnamed: 36 has 28 (90.3%) missing valuesMissing
Unnamed: 37 has 28 (90.3%) missing valuesMissing
Unnamed: 0 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
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 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

Reproduction

Analysis started2023-12-12 19:34:35.423469
Analysis finished2023-12-12 19:34:35.611772
Duration0.19 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Unnamed: 0
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

*최근3년간 연령대별 사고유형별 노인운전자 교통사고 현황(2017~2019년)
Text

MISSING 

Distinct30
Distinct (%)100.0%
Missing1
Missing (%)3.2%
Memory size380.0 B
2023-12-13T04:34:35.782425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length3
Mean length3.2333333
Min length2

Characters and Unicode

Total characters97
Distinct characters30
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

Unique30 ?
Unique (%)100.0%

Sample

1st row발생년도
2nd row사고유형
3rd row가해운전자연령
4th row65세
5th row66세
ValueCountFrequency (%)
발생년도 1
 
3.3%
사고유형 1
 
3.3%
90세이상 1
 
3.3%
89세 1
 
3.3%
88세 1
 
3.3%
87세 1
 
3.3%
86세 1
 
3.3%
85세 1
 
3.3%
84세 1
 
3.3%
83세 1
 
3.3%
Other values (20) 20
66.7%
2023-12-13T04:34:36.274634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
세 26
26.8%
8 13
13.4%
7 13
13.4%
6 8
 
8.2%
9 4
 
4.1%
0 3
 
3.1%
5 3
 
3.1%
4 2
 
2.1%
3 2
 
2.1%
2 2
 
2.1%
Other values (20) 21
21.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 52
53.6%
Other Letter 45
46.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
세 26
57.8%
생 1
 
2.2%
합 1
 
2.2%
상 1
 
2.2%
이 1
 
2.2%
발 1
 
2.2%
령 1
 
2.2%
연 1
 
2.2%
자 1
 
2.2%
전 1
 
2.2%
Other values (10) 10
 
22.2%
Decimal Number
ValueCountFrequency (%)
8 13
25.0%
7 13
25.0%
6 8
15.4%
9 4
 
7.7%
0 3
 
5.8%
5 3
 
5.8%
4 2
 
3.8%
3 2
 
3.8%
2 2
 
3.8%
1 2
 
3.8%

Most occurring scripts

ValueCountFrequency (%)
Common 52
53.6%
Hangul 45
46.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
세 26
57.8%
생 1
 
2.2%
합 1
 
2.2%
상 1
 
2.2%
이 1
 
2.2%
발 1
 
2.2%
령 1
 
2.2%
연 1
 
2.2%
자 1
 
2.2%
전 1
 
2.2%
Other values (10) 10
 
22.2%
Common
ValueCountFrequency (%)
8 13
25.0%
7 13
25.0%
6 8
15.4%
9 4
 
7.7%
0 3
 
5.8%
5 3
 
5.8%
4 2
 
3.8%
3 2
 
3.8%
2 2
 
3.8%
1 2
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 52
53.6%
Hangul 45
46.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
세 26
57.8%
생 1
 
2.2%
합 1
 
2.2%
상 1
 
2.2%
이 1
 
2.2%
발 1
 
2.2%
령 1
 
2.2%
연 1
 
2.2%
자 1
 
2.2%
전 1
 
2.2%
Other values (10) 10
 
22.2%
ASCII
ValueCountFrequency (%)
8 13
25.0%
7 13
25.0%
6 8
15.4%
9 4
 
7.7%
0 3
 
5.8%
5 3
 
5.8%
4 2
 
3.8%
3 2
 
3.8%
2 2
 
3.8%
1 2
 
3.8%

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.2%
Memory size380.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing25
Missing (%)80.6%
Memory size380.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing26
Missing (%)83.9%
Memory size380.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing26
Missing (%)83.9%
Memory size380.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.2%
Memory size380.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing27
Missing (%)87.1%
Memory size380.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)90.3%
Memory size380.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)90.3%
Memory size380.0 B

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.2%
Memory size380.0 B

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.5%
Memory size380.0 B

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing3
Missing (%)9.7%
Memory size380.0 B

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing27
Missing (%)87.1%
Memory size380.0 B

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)90.3%
Memory size380.0 B

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing28
Missing (%)90.3%
Memory size380.0 B

Sample

Unnamed: 0*최근3년간 연령대별 사고유형별 노인운전자 교통사고 현황(2017~2019년)Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 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: 37
0<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1<NA>발생년도2017NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2018NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2019NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2<NA>사고유형차대사람NaNNaN차대차NaNNaN차량단독NaNNaN철길건널목NaNNaN차대사람NaNNaN차대차NaNNaN차량단독NaNNaN철길건널목NaNNaN차대사람NaNNaN차대차NaNNaN차량단독NaNNaN철길건널목NaNNaN
3<NA>가해운전자연령사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수사고건수사망자수부상자수
4<NA>65세7313073324523039531441816311070724727261933413117420209NaNNaNNaN7262974028293146461689206NaNNaNNaN
5<NA>66세5622056919322831781046130NaNNaNNaN63930662243038389316515241NaNNaNNaN67724680262424416413613164NaNNaNNaN
6<NA>67세55026555187823307213010152NaNNaNNaN53818543195221322012412135NaNNaNNaN65923671249918403214610202NaNNaNNaN
7<NA>68세4802547418132528381121213510259818632194921318611713139NaNNaNNaN5411554919752131361069133NaNNaNNaN
8<NA>69세45921468165231276393111001015051750718161829361118133NaNNaNNaN53016533196817319212514153NaNNaNNaN
9<NA>70세427204251482272331929131NaNNaNNaN48023484162626268910014125NaNNaNNaN4989521187816305312710189101
Unnamed: 0*최근3년간 연령대별 사고유형별 노인운전자 교통사고 현황(2017~2019년)Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 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: 37
21<NA>82세311312431434329822NaNNaNNaN471512611736428723NaNNaNNaN590613221245744742NaNNaNNaN
22<NA>83세24029156920917116NaNNaNNaN322372041328024623NaNNaNNaN4514826611376331224NaNNaNNaN
23<NA>84세1702011711591349NaNNaNNaN2002213832001239NaNNaNNaN25127147920327624NaNNaNNaN
24<NA>85세9098141051268NaNNaNNaN20121111513913311NaNNaNNaN18120141817420418NaNNaNNaN
25<NA>86세70752762616NaNNaNNaN1401586111815513NaNNaNNaN1611689413614311NaNNaNNaN
26<NA>87세505403541028NaNNaNNaN60759379929NaNNaNNaN50663492615NaNNaNNaN
27<NA>88세70736537423NaNNaNNaN40434436506NaNNaNNaN20246162322NaNNaNNaN
28<NA>89세40525134312NaNNaNNaN20223030624NaNNaNNaN30334254413NaNNaNNaN
29<NA>90세이상29031976101526NaNNaNNaN16016844106624NaNNaNNaN60645450716NaNNaNNaN
30<NA>합계523022053162003441431645144621316633135836206600222504379355981671257186911061621886319252953663981817812152085101