Overview

Dataset statistics

Number of variables49
Number of observations841
Missing cells1773
Missing cells (%)4.3%
Duplicate rows67
Duplicate rows (%)8.0%
Total size in memory322.9 KiB
Average record size in memory393.2 B

Variable types

Unsupported38
Categorical8
Text3

Dataset

Description지형지물부호, 관리번호, 행정읍면동, 도엽번호, 관리기관, 도로구간번호, 공사번호 , 위치구분, 표지종류, 지주형식 등을 기준으로 경상남도 사천시 공간정보시스템 상의 도로표지판 데이터 현황정보를 제공합니다.
Author경상남도 사천시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15063663

Alerts

Dataset has 67 (8.0%) duplicate rowsDuplicates
사천시 도로표지판 추출 자료 is highly imbalanced (98.3%)Imbalance
Unnamed: 6 is highly imbalanced (98.3%)Imbalance
Unnamed: 8 is highly imbalanced (62.9%)Imbalance
Unnamed: 0 has 841 (100.0%) missing valuesMissing
Unnamed: 14 has 114 (13.6%) missing valuesMissing
Unnamed: 15 has 780 (92.7%) 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: 7 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: 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

Reproduction

Analysis started2023-12-10 23:00:35.850732
Analysis finished2023-12-10 23:00:36.548897
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Unnamed: 0
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing841
Missing (%)100.0%
Memory size7.5 KiB

사천시 도로표지판 추출 자료
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
도로표지
839 
* 작성 일자 : 2020.08.03
 
1
지형지물부호
 
1

Length

Max length20
Median length4
Mean length4.0214031
Min length4

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row* 작성 일자 : 2020.08.03
2nd row지형지물부호
3rd row도로표지
4th row도로표지
5th row도로표지

Common Values

ValueCountFrequency (%)
도로표지 839
99.8%
* 작성 일자 : 2020.08.03 1
 
0.1%
지형지물부호 1
 
0.1%

Length

2023-12-11T08:00:36.636835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:36.733689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
도로표지 839
99.3%
2
 
0.2%
작성 1
 
0.1%
일자 1
 
0.1%
2020.08.03 1
 
0.1%
지형지물부호 1
 
0.1%

Unnamed: 2
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 3
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 4
Categorical

Distinct17
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
정동면
111 
용현면
111 
곤명면
92 
사천읍
87 
서포면
76 
Other values (12)
364 

Length

Max length7
Median length3
Mean length3.0951249
Min length3

Unique

Unique2 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
정동면 111
13.2%
용현면 111
13.2%
곤명면 92
10.9%
사천읍 87
10.3%
서포면 76
9.0%
곤양면 62
7.4%
축동면 57
6.8%
사남면 55
6.5%
동서동 51
6.1%
남양동 50
5.9%
Other values (7) 89
10.6%

Length

2023-12-11T08:00:36.836586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
정동면 111
13.0%
용현면 111
13.0%
곤명면 92
10.7%
사천읍 87
10.2%
서포면 76
8.9%
곤양면 62
7.2%
축동면 57
6.7%
사남면 55
6.4%
동서동 51
6.0%
남양동 50
5.8%
Other values (8) 104
12.1%

Unnamed: 5
Text

Distinct400
Distinct (%)47.6%
Missing1
Missing (%)0.1%
Memory size6.7 KiB
2023-12-11T08:00:37.069633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length9.9928571
Min length4

Characters and Unicode

Total characters8394
Distinct characters18
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique194 ?
Unique (%)23.1%

Sample

1st row도엽번호
2nd row358131851D
3rd row358131852C
4th row358131862A
5th row358131862A
ValueCountFrequency (%)
358131709a 9
 
1.1%
358132243a 8
 
1.0%
348010263a 7
 
0.8%
358132242d 7
 
0.8%
357162083c 7
 
0.8%
348010736a 7
 
0.8%
358132291b 7
 
0.8%
348010242d 6
 
0.7%
348010201b 6
 
0.7%
348010733d 6
 
0.7%
Other values (390) 770
91.7%
2023-12-11T08:00:37.421723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3 1526
18.2%
1 1405
16.7%
8 928
11.1%
5 823
9.8%
0 626
7.5%
2 620
7.4%
7 552
 
6.6%
4 449
 
5.3%
6 407
 
4.8%
C 229
 
2.7%
Other values (8) 829
9.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 7551
90.0%
Uppercase Letter 839
 
10.0%
Other Letter 4
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 1526
20.2%
1 1405
18.6%
8 928
12.3%
5 823
10.9%
0 626
8.3%
2 620
8.2%
7 552
 
7.3%
4 449
 
5.9%
6 407
 
5.4%
9 215
 
2.8%
Uppercase Letter
ValueCountFrequency (%)
C 229
27.3%
A 225
26.8%
D 205
24.4%
B 180
21.5%
Other Letter
ValueCountFrequency (%)
도 1
25.0%
엽 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring scripts

ValueCountFrequency (%)
Common 7551
90.0%
Latin 839
 
10.0%
Hangul 4
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
3 1526
20.2%
1 1405
18.6%
8 928
12.3%
5 823
10.9%
0 626
8.3%
2 620
8.2%
7 552
 
7.3%
4 449
 
5.9%
6 407
 
5.4%
9 215
 
2.8%
Latin
ValueCountFrequency (%)
C 229
27.3%
A 225
26.8%
D 205
24.4%
B 180
21.5%
Hangul
ValueCountFrequency (%)
도 1
25.0%
엽 1
25.0%
번 1
25.0%
호 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 8390
> 99.9%
Hangul 4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 1526
18.2%
1 1405
16.7%
8 928
11.1%
5 823
9.8%
0 626
7.5%
2 620
7.4%
7 552
 
6.6%
4 449
 
5.4%
6 407
 
4.9%
C 229
 
2.7%
Other values (4) 825
9.8%
Hangul
ValueCountFrequency (%)
도 1
25.0%
엽 1
25.0%
번 1
25.0%
호 1
25.0%

Unnamed: 6
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
사천시
839 
<NA>
 
1
관리기관
 
1

Length

Max length4
Median length3
Mean length3.0023781
Min length3

Unique

Unique2 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
사천시 839
99.8%
<NA> 1
 
0.1%
관리기관 1
 
0.1%

Length

2023-12-11T08:00:37.539813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:37.622626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사천시 839
99.8%
na 1
 
0.1%
관리기관 1
 
0.1%

Unnamed: 7
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 8
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
<NA>
689 
RD20110005
110 
RD20110009
 
38
RD20110022
 
3
공사번호
 
1

Length

Max length10
Median length4
Mean length5.0772889
Min length4

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 689
81.9%
RD20110005 110
 
13.1%
RD20110009 38
 
4.5%
RD20110022 3
 
0.4%
공사번호 1
 
0.1%

Length

2023-12-11T08:00:37.723590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:37.821412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 689
81.9%
rd20110005 110
 
13.1%
rd20110009 38
 
4.5%
rd20110022 3
 
0.4%
공사번호 1
 
0.1%

Unnamed: 9
Categorical

Distinct9
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
<NA>
448 
20110101
155 
19000101
111 
19600101
107 
20080101
 
16
Other values (4)
 
4

Length

Max length8
Median length4
Mean length5.8644471
Min length4

Unique

Unique4 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 448
53.3%
20110101 155
 
18.4%
19000101 111
 
13.2%
19600101 107
 
12.7%
20080101 16
 
1.9%
설치일자 1
 
0.1%
20000127 1
 
0.1%
20000412 1
 
0.1%
20100101 1
 
0.1%

Length

2023-12-11T08:00:37.927900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:38.044044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 448
53.3%
20110101 155
 
18.4%
19000101 111
 
13.2%
19600101 107
 
12.7%
20080101 16
 
1.9%
설치일자 1
 
0.1%
20000127 1
 
0.1%
20000412 1
 
0.1%
20100101 1
 
0.1%

Unnamed: 10
Categorical

Distinct7
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
좌
396 
우
368 
<NA>
 
32
기타
 
27
미분류
 
16
Other values (2)
 
2

Length

Max length4
Median length1
Mean length1.1890606
Min length1

Unique

Unique2 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
좌 396
47.1%
우 368
43.8%
<NA> 32
 
3.8%
기타 27
 
3.2%
미분류 16
 
1.9%
위치구분 1
 
0.1%
중앙 1
 
0.1%

Length

2023-12-11T08:00:38.174850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:38.281985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
좌 396
47.1%
우 368
43.8%
na 32
 
3.8%
기타 27
 
3.2%
미분류 16
 
1.9%
위치구분 1
 
0.1%
중앙 1
 
0.1%

Unnamed: 11
Categorical

Distinct11
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
도로안내(방향)
460 
도로안내(이정)
210 
도로안내(노선)
58 
도로안내(기타)
 
44
도로안내(보조)
 
31
Other values (6)
 
38

Length

Max length8
Median length8
Mean length7.9036861
Min length2

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row<NA>
2nd row표지종류
3rd row도로안내(방향)
4th row도로안내(방향)
5th row도로정보판

Common Values

ValueCountFrequency (%)
도로안내(방향) 460
54.7%
도로안내(이정) 210
25.0%
도로안내(노선) 58
 
6.9%
도로안내(기타) 44
 
5.2%
도로안내(보조) 31
 
3.7%
도로안내(경계) 20
 
2.4%
도로정보판 7
 
0.8%
기타 7
 
0.8%
미분류 2
 
0.2%
<NA> 1
 
0.1%

Length

2023-12-11T08:00:38.406937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
도로안내(방향 460
54.7%
도로안내(이정 210
25.0%
도로안내(노선 58
 
6.9%
도로안내(기타 44
 
5.2%
도로안내(보조 31
 
3.7%
도로안내(경계 20
 
2.4%
도로정보판 7
 
0.8%
기타 7
 
0.8%
미분류 2
 
0.2%
na 1
 
0.1%

Unnamed: 12
Categorical

Distinct8
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
편지식
459 
신호등 병설식
182 
단주식
106 
기타
58 
현수식
 
28
Other values (3)
 
8

Length

Max length7
Median length3
Mean length3.8275862
Min length2

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row<NA>
2nd row지주형식
3rd row현수식
4th row편지식
5th row현수식

Common Values

ValueCountFrequency (%)
편지식 459
54.6%
신호등 병설식 182
 
21.6%
단주식 106
 
12.6%
기타 58
 
6.9%
현수식 28
 
3.3%
가로등 병설식 6
 
0.7%
<NA> 1
 
0.1%
지주형식 1
 
0.1%

Length

2023-12-11T08:00:38.512334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:00:38.619339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
편지식 459
44.6%
병설식 188
18.3%
신호등 182
 
17.7%
단주식 106
 
10.3%
기타 58
 
5.6%
현수식 28
 
2.7%
가로등 6
 
0.6%
na 1
 
0.1%
지주형식 1
 
0.1%

Unnamed: 13
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 14
Text

MISSING 

Distinct117
Distinct (%)16.1%
Missing114
Missing (%)13.6%
Memory size6.7 KiB
2023-12-11T08:00:38.860297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length7
Mean length7.3425034
Min length2

Characters and Unicode

Total characters5338
Distinct characters17
Distinct categories5 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique69 ?
Unique (%)9.5%

Sample

1st row규격
2nd row3.6X2.2
3rd row1.0X1.5
4th row2.1X2.1
5th row1.6X0.6
ValueCountFrequency (%)
3.6x2.2 249
34.3%
4.45x2.2 53
 
7.3%
4.4x2.2 32
 
4.4%
3.60x2.20 30
 
4.1%
1.6x0.6 26
 
3.6%
1.85x1.35 24
 
3.3%
4.5x2.5 24
 
3.3%
5.0x2.5 20
 
2.8%
2.5x1.8 19
 
2.6%
0.24x0.44 16
 
2.2%
Other values (106) 234
32.2%
2023-12-11T08:00:39.243863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
. 1445
27.1%
2 1014
19.0%
X 694
13.0%
6 379
 
7.1%
3 357
 
6.7%
0 350
 
6.6%
1 339
 
6.4%
5 315
 
5.9%
4 306
 
5.7%
8 68
 
1.3%
Other values (7) 71
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3165
59.3%
Other Punctuation 1471
27.6%
Uppercase Letter 699
 
13.1%
Other Letter 2
 
< 0.1%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 1014
32.0%
6 379
 
12.0%
3 357
 
11.3%
0 350
 
11.1%
1 339
 
10.7%
5 315
 
10.0%
4 306
 
9.7%
8 68
 
2.1%
7 31
 
1.0%
9 6
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 1445
98.2%
* 26
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
X 694
99.3%
Φ 5
 
0.7%
Other Letter
ValueCountFrequency (%)
규 1
50.0%
격 1
50.0%
Lowercase Letter
ValueCountFrequency (%)
x 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4636
86.8%
Latin 695
 
13.0%
Greek 5
 
0.1%
Hangul 2
 
< 0.1%

Most frequent character per script

Common
ValueCountFrequency (%)
. 1445
31.2%
2 1014
21.9%
6 379
 
8.2%
3 357
 
7.7%
0 350
 
7.5%
1 339
 
7.3%
5 315
 
6.8%
4 306
 
6.6%
8 68
 
1.5%
7 31
 
0.7%
Other values (2) 32
 
0.7%
Latin
ValueCountFrequency (%)
X 694
99.9%
x 1
 
0.1%
Hangul
ValueCountFrequency (%)
규 1
50.0%
격 1
50.0%
Greek
ValueCountFrequency (%)
Φ 5
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5331
99.9%
None 5
 
0.1%
Hangul 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 1445
27.1%
2 1014
19.0%
X 694
13.0%
6 379
 
7.1%
3 357
 
6.7%
0 350
 
6.6%
1 339
 
6.4%
5 315
 
5.9%
4 306
 
5.7%
8 68
 
1.3%
Other values (4) 64
 
1.2%
None
ValueCountFrequency (%)
Φ 5
100.0%
Hangul
ValueCountFrequency (%)
규 1
50.0%
격 1
50.0%

Unnamed: 15
Text

MISSING 

Distinct52
Distinct (%)85.2%
Missing780
Missing (%)92.7%
Memory size6.7 KiB
2023-12-11T08:00:39.463233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length10
Mean length7.9508197
Min length4

Characters and Unicode

Total characters485
Distinct characters53
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

Unique50 ?
Unique (%)82.0%

Sample

1st row설치위치
2nd row송지리216-1답
3rd row송포동369-4답
4th row송포동358-2답
5th row덕곡리237-3답
ValueCountFrequency (%)
사천대교로 9
 
14.5%
남문외리56-1 2
 
3.2%
성방리 1
 
1.6%
서정리712-2 1
 
1.6%
서정리724-3 1
 
1.6%
서정리739-4 1
 
1.6%
선진리852 1
 
1.6%
선진리872-2 1
 
1.6%
남문외리104-23 1
 
1.6%
남문외리144-11 1
 
1.6%
Other values (43) 43
69.4%
2023-12-11T08:00:39.803720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 49
 
10.1%
리 43
 
8.9%
1 39
 
8.0%
2 32
 
6.6%
4 23
 
4.7%
6 23
 
4.7%
3 20
 
4.1%
5 19
 
3.9%
9 16
 
3.3%
송 13
 
2.7%
Other values (43) 208
42.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 233
48.0%
Decimal Number 202
41.6%
Dash Punctuation 49
 
10.1%
Space Separator 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 43
18.5%
송 13
 
5.6%
대 12
 
5.2%
외 12
 
5.2%
남 11
 
4.7%
문 11
 
4.7%
사 10
 
4.3%
서 10
 
4.3%
정 10
 
4.3%
답 10
 
4.3%
Other values (31) 91
39.1%
Decimal Number
ValueCountFrequency (%)
1 39
19.3%
2 32
15.8%
4 23
11.4%
6 23
11.4%
3 20
9.9%
5 19
9.4%
9 16
7.9%
7 13
 
6.4%
8 10
 
5.0%
0 7
 
3.5%
Dash Punctuation
ValueCountFrequency (%)
- 49
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 252
52.0%
Hangul 233
48.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 43
18.5%
송 13
 
5.6%
대 12
 
5.2%
외 12
 
5.2%
남 11
 
4.7%
문 11
 
4.7%
사 10
 
4.3%
서 10
 
4.3%
정 10
 
4.3%
답 10
 
4.3%
Other values (31) 91
39.1%
Common
ValueCountFrequency (%)
- 49
19.4%
1 39
15.5%
2 32
12.7%
4 23
9.1%
6 23
9.1%
3 20
7.9%
5 19
 
7.5%
9 16
 
6.3%
7 13
 
5.2%
8 10
 
4.0%
Other values (2) 8
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 252
52.0%
Hangul 233
48.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 49
19.4%
1 39
15.5%
2 32
12.7%
4 23
9.1%
6 23
9.1%
3 20
7.9%
5 19
 
7.5%
9 16
 
6.3%
7 13
 
5.2%
8 10
 
4.0%
Other values (2) 8
 
3.2%
Hangul
ValueCountFrequency (%)
리 43
18.5%
송 13
 
5.6%
대 12
 
5.2%
외 12
 
5.2%
남 11
 
4.7%
문 11
 
4.7%
사 10
 
4.3%
서 10
 
4.3%
정 10
 
4.3%
답 10
 
4.3%
Other values (31) 91
39.1%

Unnamed: 16
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 17
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 18
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 19
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 20
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 21
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 22
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 23
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 24
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 25
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 26
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 27
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 28
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 29
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 30
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 31
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 32
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 33
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 34
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 35
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 36
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 37
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 38
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 39
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 40
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 41
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 42
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 43
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 44
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 45
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 46
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 47
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Unnamed: 48
Unsupported

REJECTED  UNSUPPORTED 

Missing1
Missing (%)0.1%
Memory size6.7 KiB

Sample

Unnamed: 0사천시 도로표지판 추출 자료Unnamed: 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: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48
0<NA>* 작성 일자 : 2020.08.03NaNNaN<NA><NA><NA>NaN<NA><NA><NA><NA><NA>NaN<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1<NA>지형지물부호관리번호행정읍면동코드행정읍면동도엽번호관리기관도로구간번호공사번호설치일자위치구분표지종류지주형식높이규격설치위치표지번호설계속도근거리_회살표위_도로번호근거리_회살표안_도로번호근거리_회살표위_도로번호근거리_회살표안_도로번호좌측(내)_회살표위_도로번호좌측(내)_회살표안_도로번호좌측(외)_회살표위_도로번호좌측(외)_회살표안_도로번호좌측(내)_회살표위_도로번호좌측(내)_회살표안_도로번호좌측(외)_회살표위_도로번호좌측(외)_회살표안_도로번호제한속도우측(내)_회살표위_도로번호우측(내)_회살표안_도로번호우측(외)_회살표위_도로번호우측(외)_회살표안_도로번호도로폭원우측(내)_회살표위_도로번호우측(내)_회살표안_도로번호우측(외)_회살표위_도로번호우측(외)_회살표안_도로번호자체관리번호원거리_회살표위_도로번호원거리_회살표안_도로번호원거리_회살표위_도로번호원거리_회살표안_도로번호위도경도X좌표Y좌표
2<NA>도로표지18620248240310정동면358131851D사천시100273<NA><NA>우도로안내(방향)현수식2.783.6X2.2<NA>0000000000000000000000000000035.071746128.104858118354.386275421.008
3<NA>도로표지18620348240310정동면358131852C사천시100276<NA><NA>우도로안내(방향)편지식5.51.0X1.5<NA>0000000000000000000000000000035.071368128.105317118395.882275378.689
4<NA>도로표지18620448240310정동면358131862A사천시100276<NA><NA>우도로정보판현수식2.82.1X2.1<NA>0000000000000000000000000000035.069622128.107163118562.548275183.415
5<NA>도로표지18620848240310정동면358131862A사천시100276<NA><NA>우도로정보판현수식21.6X0.6<NA>0000000000000000000000000000035.069348128.107408118584.623275152.81
6<NA>도로표지18620748240310정동면358131862B사천시100277<NA><NA>좌도로정보판현수식1.81.6X0.6<NA>0000000000000000000000000000035.069436128.107643118606.123275162.359
7<NA>도로표지18420248240310정동면358131832C사천시418503<NA><NA>좌도로안내(경계)단주식2.51.1X1.7<NA>0000000000000000000000000000035.081592128.106599118523.002276511.96
8<NA>도로표지84400348240570향촌동348010844A사천시306015<NA><NA>우도로안내(경계)편지식5.50.3X0.22<NA>0000000000000000000000000000034.928961128.116423119269.083259570.268
9<NA>도로표지84400248240570향촌동348010844A사천시306014<NA><NA>좌도로안내(경계)편지식5.50.3X0.22<NA>0000000000000000000000000000034.929137128.11574119206.907259590.276
Unnamed: 0사천시 도로표지판 추출 자료Unnamed: 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: 37Unnamed: 38Unnamed: 39Unnamed: 40Unnamed: 41Unnamed: 42Unnamed: 43Unnamed: 44Unnamed: 45Unnamed: 46Unnamed: 47Unnamed: 48
831<NA>도로표지19402248240350곤양면357161989C사천시194030<NA>19000101<NA>도로안내(기타)기타51.25X0.45<NA>0000000000000000000000000000035.055678127.940646103357.155273785.087
832<NA>도로표지19402348240350곤양면357161988D사천시194028<NA>19000101<NA>도로안내(기타)가로등 병설식51.7X0.45<NA>0000000000000000000000000000035.05737127.939129103220.752273974.219
833<NA>도로표지19402448240350곤양면357161977B사천시194026<NA>19000101<NA>도로안내(기타)가로등 병설식51.7X0.45<NA>0000000000000000000000000000035.063154127.933423102707.113274621.485
834<NA>도로표지19402548240370서포면358131775C사천시194062<NA>19000101<NA>도로안내(기타)가로등 병설식50.9X0.35<NA>0000000000000000000000000000035.061085128.072152115360.215274265.467
835<NA>도로표지19402648240370서포면358132191B사천시194014<NA>19000101<NA>도로안내(기타)가로등 병설식4.50.7X0.26<NA>0000000000000000000000000000035.003718128.003179109004.587267961.43
836<NA>도로표지19402748240350곤양면357161989C사천시194028<NA>19000101<NA>도로안내(기타)기타51.25X0.45<NA>0000000000000000000000000000035.055641127.940029103300.855273781.493
837<NA>도로표지19402848240350곤양면357161965B사천시194022<NA>19000101<NA>도로안내(기타)가로등 병설식51.25X0.45<NA>0000000000000000000000000000035.06859127.924498101899.44275233.342
838<NA>도로표지19402948240350곤양면357161965A사천시194022<NA>19000101<NA>도로안내(기타)기타51.25X0.45<NA>0000000000000000000000000000035.06924127.920819101564.623275309.147
839<NA>도로표지19403048240350곤양면357161965A사천시194007<NA>19000101<NA>도로안내(기타)기타51.25X0.45<NA>0000000000000000000000000000035.069377127.920133101502.225275325.016
840<NA>도로표지19403148240350곤양면357161965A사천시194007<NA>19000101<NA>도로안내(기타)가로등 병설식51.25X0.45<NA>0000000000000000000000000000035.069587127.92013101502.137275348.335

Duplicate rows

Most frequently occurring

사천시 도로표지판 추출 자료Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 14Unnamed: 15# duplicates
20도로표지동서금동348010736A사천시<NA><NA>좌도로안내(방향)편지식3.60X2.20<NA>4
2도로표지곤명면357161478D사천시<NA><NA>우도로안내(방향)편지식3.6X2.2<NA>3
23도로표지동서동348010732D사천시<NA><NA>우도로안내(방향)편지식3.6X2.2<NA>3
26도로표지사남면348010319D사천시<NA>19600101좌도로안내(이정)편지식3.6X2.2<NA>3
30도로표지사천읍358131720B사천시<NA><NA>우도로안내(방향)편지식3.6X2.2<NA>3
50도로표지용현면358132291B사천시RD2011000520110101좌도로안내(기타)기타<NA><NA>3
60도로표지정동면358132433B사천시<NA>19000101좌도로안내(방향)신호등 병설식1.6X0.6<NA>3
0도로표지(확인 불가)348010729B사천시<NA><NA>기타도로안내(방향)편지식5.0*2.5<NA>2
1도로표지곤명면357161477C사천시<NA><NA>좌도로안내(방향)편지식3.6X2.2<NA>2
3도로표지곤명면357161479A사천시<NA><NA>좌도로안내(방향)편지식3.6X2.2<NA>2