Overview

Dataset statistics

Number of variables10
Number of observations2570
Missing cells7696
Missing cells (%)29.9%
Duplicate rows1
Duplicate rows (%)< 0.1%
Total size in memory200.9 KiB
Average record size in memory80.1 B

Variable types

Categorical2
Text8

Dataset

Description철도산업체 관련된 제품에 대한 정보를 제공합니다. (제품명, 업체명, 담당자명, 연락처, 업체의 분류 등에 대한 정보 제공)
Author국가철도공단
URLhttps://www.data.go.kr/data/15067997/fileData.do

Alerts

Dataset has 1 (< 0.1%) duplicate rowsDuplicates
담당자명 is highly imbalanced (67.3%)Imbalance
내용첨부파일이미지 has 2554 (99.4%) missing valuesMissing
로고이미지설명 has 2555 (99.4%) missing valuesMissing
내용첨부파일이미지설명 has 2555 (99.4%) missing valuesMissing

Reproduction

Analysis started2023-12-12 16:09:51.145848
Analysis finished2023-12-12 16:09:53.026052
Duration1.88 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

종류
Categorical

Distinct7
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size20.2 KiB
자재
1268 
차량부품
624 
시설및장비
411 
철도 IT
203 
인프라,건설
 
46
Other values (2)
 
18

Length

Max length6
Median length5
Mean length3.2747082
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
자재 1268
49.3%
차량부품 624
24.3%
시설및장비 411
 
16.0%
철도 IT 203
 
7.9%
인프라,건설 46
 
1.8%
차량 16
 
0.6%
서비스 2
 
0.1%

Length

2023-12-13T01:09:53.122890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:09:53.543168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자재 1268
45.7%
차량부품 624
22.5%
시설및장비 411
 
14.8%
철도 203
 
7.3%
it 203
 
7.3%
인프라,건설 46
 
1.7%
차량 16
 
0.6%
서비스 2
 
0.1%

제목
Text

Distinct2455
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size20.2 KiB
2023-12-13T01:09:53.816625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length75
Median length54
Mean length21.394163
Min length1

Characters and Unicode

Total characters54983
Distinct characters518
Distinct categories14 ?
Distinct scripts5 ?
Distinct blocks10 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2344 ?
Unique (%)91.2%

Sample

1st rowATP(Automatic Train Protection) MMI
2nd rowATC(Automatic Train Control) 필터
3rd rowVIBROCONTROL 1500
4th rowVIBROCONTROL 850
5th rowVIBROCONTROL 950/960
ValueCountFrequency (%)
series 337
 
3.9%
208
 
2.4%
밸브 181
 
2.1%
kv 111
 
1.3%
프로세스 75
 
0.9%
25 67
 
0.8%
공압 66
 
0.8%
connector 63
 
0.7%
a 57
 
0.7%
2,3포트 54
 
0.6%
Other values (3560) 7448
85.9%
2023-12-13T01:09:54.464713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6174
 
11.2%
e 2786
 
5.1%
i 1808
 
3.3%
t 1538
 
2.8%
- 1526
 
2.8%
s 1324
 
2.4%
n 1229
 
2.2%
S 1228
 
2.2%
r 1195
 
2.2%
o 1023
 
1.9%
Other values (508) 35152
63.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 17009
30.9%
Uppercase Letter 13595
24.7%
Other Letter 10337
18.8%
Space Separator 6174
 
11.2%
Decimal Number 3954
 
7.2%
Dash Punctuation 1526
 
2.8%
Connector Punctuation 619
 
1.1%
Open Punctuation 593
 
1.1%
Close Punctuation 591
 
1.1%
Other Punctuation 535
 
1.0%
Other values (4) 50
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 369
 
3.6%
트 284
 
2.7%
용 252
 
2.4%
스 223
 
2.2%
이 221
 
2.1%
브 217
 
2.1%
밸 202
 
2.0%
전 171
 
1.7%
형 156
 
1.5%
장 141
 
1.4%
Other values (420) 8101
78.4%
Lowercase Letter
ValueCountFrequency (%)
e 2786
16.4%
i 1808
10.6%
t 1538
9.0%
s 1324
 
7.8%
n 1229
 
7.2%
r 1195
 
7.0%
o 1023
 
6.0%
a 966
 
5.7%
l 859
 
5.1%
u 604
 
3.6%
Other values (17) 3677
21.6%
Uppercase Letter
ValueCountFrequency (%)
S 1228
 
9.0%
C 956
 
7.0%
T 845
 
6.2%
R 782
 
5.8%
L 780
 
5.7%
A 757
 
5.6%
E 748
 
5.5%
P 737
 
5.4%
F 723
 
5.3%
D 698
 
5.1%
Other values (17) 5341
39.3%
Decimal Number
ValueCountFrequency (%)
0 897
22.7%
2 647
16.4%
1 569
14.4%
5 480
12.1%
3 409
10.3%
4 339
 
8.6%
6 315
 
8.0%
8 132
 
3.3%
7 112
 
2.8%
9 54
 
1.4%
Other Punctuation
ValueCountFrequency (%)
/ 224
41.9%
, 171
32.0%
. 97
18.1%
* 16
 
3.0%
: 15
 
2.8%
& 10
 
1.9%
· 2
 
0.4%
Open Punctuation
ValueCountFrequency (%)
( 529
89.2%
[ 63
 
10.6%
〈 1
 
0.2%
Other Symbol
ValueCountFrequency (%)
■ 19
82.6%
™ 3
 
13.0%
ⓡ 1
 
4.3%
Math Symbol
ValueCountFrequency (%)
~ 14
73.7%
× 3
 
15.8%
+ 2
 
10.5%
Close Punctuation
ValueCountFrequency (%)
) 528
89.3%
] 63
 
10.7%
Letter Number
ValueCountFrequency (%)
Ⅲ 3
75.0%
Ⅱ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
6174
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1526
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 619
100.0%
Modifier Symbol
ValueCountFrequency (%)
˚ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 30607
55.7%
Common 14038
25.5%
Hangul 10334
 
18.8%
Han 3
 
< 0.1%
Greek 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 369
 
3.6%
트 284
 
2.7%
용 252
 
2.4%
스 223
 
2.2%
이 221
 
2.1%
브 217
 
2.1%
밸 202
 
2.0%
전 171
 
1.7%
형 156
 
1.5%
장 141
 
1.4%
Other values (419) 8098
78.4%
Latin
ValueCountFrequency (%)
e 2786
 
9.1%
i 1808
 
5.9%
t 1538
 
5.0%
s 1324
 
4.3%
n 1229
 
4.0%
S 1228
 
4.0%
r 1195
 
3.9%
o 1023
 
3.3%
a 966
 
3.2%
C 956
 
3.1%
Other values (45) 16554
54.1%
Common
ValueCountFrequency (%)
6174
44.0%
- 1526
 
10.9%
0 897
 
6.4%
2 647
 
4.6%
_ 619
 
4.4%
1 569
 
4.1%
( 529
 
3.8%
) 528
 
3.8%
5 480
 
3.4%
3 409
 
2.9%
Other values (22) 1660
 
11.8%
Han
ValueCountFrequency (%)
才 3
100.0%
Greek
ValueCountFrequency (%)
μ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 44590
81.1%
Hangul 10333
 
18.8%
None 25
 
< 0.1%
Geometric Shapes 19
 
< 0.1%
Modifier Letters 4
 
< 0.1%
Number Forms 4
 
< 0.1%
CJK 3
 
< 0.1%
Letterlike Symbols 3
 
< 0.1%
Compat Jamo 1
 
< 0.1%
Enclosed Alphanum 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6174
 
13.8%
e 2786
 
6.2%
i 1808
 
4.1%
t 1538
 
3.4%
- 1526
 
3.4%
s 1324
 
3.0%
n 1229
 
2.8%
S 1228
 
2.8%
r 1195
 
2.7%
o 1023
 
2.3%
Other values (67) 24759
55.5%
Hangul
ValueCountFrequency (%)
기 369
 
3.6%
트 284
 
2.7%
용 252
 
2.4%
스 223
 
2.2%
이 221
 
2.1%
브 217
 
2.1%
밸 202
 
2.0%
전 171
 
1.7%
형 156
 
1.5%
장 141
 
1.4%
Other values (418) 8097
78.4%
Geometric Shapes
ValueCountFrequency (%)
■ 19
100.0%
None
ValueCountFrequency (%)
Ø 18
72.0%
× 3
 
12.0%
· 2
 
8.0%
μ 1
 
4.0%
〈 1
 
4.0%
Modifier Letters
ValueCountFrequency (%)
˚ 4
100.0%
CJK
ValueCountFrequency (%)
才 3
100.0%
Letterlike Symbols
ValueCountFrequency (%)
™ 3
100.0%
Number Forms
ValueCountFrequency (%)
Ⅲ 3
75.0%
Ⅱ 1
 
25.0%
Compat Jamo
ValueCountFrequency (%)
ㄱ 1
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
ⓡ 1
100.0%

상세정보
Text

Distinct2559
Distinct (%)99.6%
Missing1
Missing (%)< 0.1%
Memory size20.2 KiB
2023-12-13T01:09:54.710537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length264
Mean length143.7898
Min length1

Characters and Unicode

Total characters369396
Distinct characters612
Distinct categories15 ?
Distinct scripts4 ?
Distinct blocks11 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2557 ?
Unique (%)99.5%

Sample

1st row한국철도공사 디젤/전기기관차 8200호대
2nd row
3rd row<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_52.jpg" />
4th row<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_51.jpg" />
5th row<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_50.jpg" />
ValueCountFrequency (%)
3412
 
11.6%
img 2591
 
8.8%
이미지 1724
 
5.9%
및 1702
 
5.8%
상세 1673
 
5.7%
사양 1665
 
5.7%
alt 858
 
2.9%
series 402
 
1.4%
의 295
 
1.0%
br 278
 
0.9%
Other values (7517) 14732
50.2%
2023-12-13T01:09:55.093993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 28980
 
7.8%
28288
 
7.7%
e 14988
 
4.1%
r 14619
 
4.0%
t 13365
 
3.6%
i 13297
 
3.6%
g 13165
 
3.6%
" 12457
 
3.4%
s 11983
 
3.2%
. 11496
 
3.1%
Other values (602) 206758
56.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 166487
45.1%
Other Punctuation 56376
 
15.3%
Decimal Number 35990
 
9.7%
Uppercase Letter 31588
 
8.6%
Space Separator 28288
 
7.7%
Other Letter 27340
 
7.4%
Math Symbol 13729
 
3.7%
Connector Punctuation 5163
 
1.4%
Dash Punctuation 2701
 
0.7%
Open Punctuation 530
 
0.1%
Other values (5) 1204
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 1964
 
7.2%
지 1850
 
6.8%
사 1767
 
6.5%
세 1762
 
6.4%
상 1760
 
6.4%
의 1751
 
6.4%
미 1751
 
6.4%
양 1702
 
6.2%
및 1702
 
6.2%
기 367
 
1.3%
Other values (499) 10964
40.1%
Lowercase Letter
ValueCountFrequency (%)
e 14988
 
9.0%
r 14619
 
8.8%
t 13365
 
8.0%
i 13297
 
8.0%
g 13165
 
7.9%
s 11983
 
7.2%
w 9117
 
5.5%
l 9073
 
5.4%
a 8689
 
5.2%
k 7364
 
4.4%
Other values (17) 50827
30.5%
Uppercase Letter
ValueCountFrequency (%)
F 4112
 
13.0%
I 3476
 
11.0%
U 3265
 
10.3%
S 2044
 
6.5%
C 1750
 
5.5%
T 1372
 
4.3%
R 1344
 
4.3%
P 1304
 
4.1%
L 1300
 
4.1%
E 1249
 
4.0%
Other values (17) 10372
32.8%
Other Punctuation
ValueCountFrequency (%)
/ 28980
51.4%
" 12457
22.1%
. 11496
 
20.4%
: 2961
 
5.3%
, 222
 
0.4%
; 111
 
0.2%
& 77
 
0.1%
* 21
 
< 0.1%
# 18
 
< 0.1%
@ 16
 
< 0.1%
Other values (4) 17
 
< 0.1%
Decimal Number
ValueCountFrequency (%)
2 9183
25.5%
0 8437
23.4%
1 7059
19.6%
4 3128
 
8.7%
5 2235
 
6.2%
3 2165
 
6.0%
6 1426
 
4.0%
8 857
 
2.4%
7 837
 
2.3%
9 663
 
1.8%
Math Symbol
ValueCountFrequency (%)
= 6230
45.4%
< 3735
27.2%
> 3730
27.2%
~ 29
 
0.2%
× 3
 
< 0.1%
+ 2
 
< 0.1%
Other Symbol
ValueCountFrequency (%)
® 101
59.4%
● 30
 
17.6%
■ 26
 
15.3%
㎠ 10
 
5.9%
℃ 2
 
1.2%
ⓡ 1
 
0.6%
Open Punctuation
ValueCountFrequency (%)
( 527
99.4%
〈 2
 
0.4%
[ 1
 
0.2%
Close Punctuation
ValueCountFrequency (%)
) 527
99.8%
] 1
 
0.2%
Control
ValueCountFrequency (%)
497
99.8%
1
 
0.2%
Letter Number
ValueCountFrequency (%)
Ⅲ 3
75.0%
Ⅱ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
28288
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 5163
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2701
100.0%
Modifier Symbol
ValueCountFrequency (%)
˚ 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 198078
53.6%
Common 143978
39.0%
Hangul 27333
 
7.4%
Han 7
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 1964
 
7.2%
지 1850
 
6.8%
사 1767
 
6.5%
세 1762
 
6.4%
상 1760
 
6.4%
의 1751
 
6.4%
미 1751
 
6.4%
양 1702
 
6.2%
및 1702
 
6.2%
기 367
 
1.3%
Other values (493) 10957
40.1%
Latin
ValueCountFrequency (%)
e 14988
 
7.6%
r 14619
 
7.4%
t 13365
 
6.7%
i 13297
 
6.7%
g 13165
 
6.6%
s 11983
 
6.0%
w 9117
 
4.6%
l 9073
 
4.6%
a 8689
 
4.4%
k 7364
 
3.7%
Other values (45) 82418
41.6%
Common
ValueCountFrequency (%)
/ 28980
20.1%
28288
19.6%
" 12457
8.7%
. 11496
 
8.0%
2 9183
 
6.4%
0 8437
 
5.9%
1 7059
 
4.9%
= 6230
 
4.3%
_ 5163
 
3.6%
< 3735
 
2.6%
Other values (38) 22950
15.9%
Han
ValueCountFrequency (%)
充 2
28.6%
性 1
14.3%
沈 1
14.3%
下 1
14.3%
收 1
14.3%
縮 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 341825
92.5%
Hangul 27330
 
7.4%
None 153
 
< 0.1%
Geometric Shapes 56
 
< 0.1%
CJK Compat 10
 
< 0.1%
CJK 7
 
< 0.1%
Modifier Letters 4
 
< 0.1%
Number Forms 4
 
< 0.1%
Compat Jamo 3
 
< 0.1%
Letterlike Symbols 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 28980
 
8.5%
28288
 
8.3%
e 14988
 
4.4%
r 14619
 
4.3%
t 13365
 
3.9%
i 13297
 
3.9%
g 13165
 
3.9%
" 12457
 
3.6%
s 11983
 
3.5%
. 11496
 
3.4%
Other values (78) 179187
52.4%
Hangul
ValueCountFrequency (%)
이 1964
 
7.2%
지 1850
 
6.8%
사 1767
 
6.5%
세 1762
 
6.4%
상 1760
 
6.4%
의 1751
 
6.4%
미 1751
 
6.4%
양 1702
 
6.2%
및 1702
 
6.2%
기 367
 
1.3%
Other values (491) 10954
40.1%
None
ValueCountFrequency (%)
® 101
66.0%
Ø 36
 
23.5%
· 9
 
5.9%
× 3
 
2.0%
、 2
 
1.3%
〈 2
 
1.3%
Geometric Shapes
ValueCountFrequency (%)
● 30
53.6%
■ 26
46.4%
CJK Compat
ValueCountFrequency (%)
㎠ 10
100.0%
Modifier Letters
ValueCountFrequency (%)
˚ 4
100.0%
Number Forms
ValueCountFrequency (%)
Ⅲ 3
75.0%
Ⅱ 1
 
25.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 2
66.7%
ㄱ 1
33.3%
CJK
ValueCountFrequency (%)
充 2
28.6%
性 1
14.3%
沈 1
14.3%
下 1
14.3%
收 1
14.3%
縮 1
14.3%
Letterlike Symbols
ValueCountFrequency (%)
℃ 2
66.7%
ℓ 1
33.3%
Enclosed Alphanum
ValueCountFrequency (%)
ⓡ 1
100.0%

담당자명
Categorical

IMBALANCE 

Distinct26
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size20.2 KiB
영업팀
1677 
<NA>
683 
영업부
 
35
설계영업팀
 
27
명성식
 
19
Other values (21)
 
129

Length

Max length6
Median length3
Mean length3.3124514
Min length2

Unique

Unique3 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
영업팀 1677
65.3%
<NA> 683
26.6%
영업부 35
 
1.4%
설계영업팀 27
 
1.1%
명성식 19
 
0.7%
정원섭 13
 
0.5%
문정복 12
 
0.5%
정도훈 12
 
0.5%
카오넝웨이 12
 
0.5%
김동운 11
 
0.4%
Other values (16) 69
 
2.7%

Length

2023-12-13T01:09:55.249894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
영업팀 1677
65.2%
na 683
26.5%
영업부 37
 
1.4%
설계영업팀 27
 
1.0%
명성식 19
 
0.7%
정원섭 13
 
0.5%
문정복 12
 
0.5%
정도훈 12
 
0.5%
카오넝웨이 12
 
0.5%
김동운 11
 
0.4%
Other values (16) 71
 
2.8%

홈페이지
Text

Distinct92
Distinct (%)3.6%
Missing1
Missing (%)< 0.1%
Memory size20.2 KiB
2023-12-13T01:09:55.497459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length106
Median length45
Mean length23.878552
Min length12

Characters and Unicode

Total characters61344
Distinct characters44
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)0.4%

Sample

1st rowe-ants.co.kr
2nd rowe-ants.co.kr
3rd rowhttp://www.ktinc.kr/
4th rowhttp://www.ktinc.kr/
5th rowhttp://www.ktinc.kr/
ValueCountFrequency (%)
http://www.dklok.com 406
 
15.8%
http://www.pyungil.com 221
 
8.6%
http://www.kccpr.com 215
 
8.4%
http://hynux.com 180
 
7.0%
http://lappkorea.lappgroup.com 134
 
5.2%
http://www.allfastener.co.kr 112
 
4.4%
http://www.secuinfo.kr 84
 
3.3%
http://www.hitron.co.kr 69
 
2.7%
http://www.lscable.co.kr 67
 
2.6%
http://www.ktinc.kr 63
 
2.5%
Other values (77) 1018
39.6%
2023-12-13T01:09:55.879725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 7608
12.4%
w 6446
 
10.5%
t 5988
 
9.8%
. 5817
 
9.5%
o 3848
 
6.3%
p 3772
 
6.1%
c 3425
 
5.6%
h 3209
 
5.2%
: 2567
 
4.2%
k 2541
 
4.1%
Other values (34) 16123
26.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 44968
73.3%
Other Punctuation 16004
 
26.1%
Uppercase Letter 120
 
0.2%
Decimal Number 77
 
0.1%
Space Separator 65
 
0.1%
Dash Punctuation 62
 
0.1%
Connector Punctuation 36
 
0.1%
Math Symbol 12
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 6446
14.3%
t 5988
13.3%
o 3848
 
8.6%
p 3772
 
8.4%
c 3425
 
7.6%
h 3209
 
7.1%
k 2541
 
5.7%
r 2084
 
4.6%
m 1830
 
4.1%
l 1660
 
3.7%
Other values (15) 10165
22.6%
Uppercase Letter
ValueCountFrequency (%)
C 24
20.0%
S 24
20.0%
D 24
20.0%
M 12
10.0%
I 12
10.0%
R 12
10.0%
K 12
10.0%
Other Punctuation
ValueCountFrequency (%)
/ 7608
47.5%
. 5817
36.3%
: 2567
 
16.0%
& 12
 
0.1%
Decimal Number
ValueCountFrequency (%)
0 30
39.0%
2 26
33.8%
3 15
19.5%
1 6
 
7.8%
Space Separator
ValueCountFrequency (%)
65
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 62
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 36
100.0%
Math Symbol
ValueCountFrequency (%)
= 12
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 45088
73.5%
Common 16256
 
26.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 6446
14.3%
t 5988
13.3%
o 3848
 
8.5%
p 3772
 
8.4%
c 3425
 
7.6%
h 3209
 
7.1%
k 2541
 
5.6%
r 2084
 
4.6%
m 1830
 
4.1%
l 1660
 
3.7%
Other values (22) 10285
22.8%
Common
ValueCountFrequency (%)
/ 7608
46.8%
. 5817
35.8%
: 2567
 
15.8%
65
 
0.4%
- 62
 
0.4%
_ 36
 
0.2%
0 30
 
0.2%
2 26
 
0.2%
3 15
 
0.1%
& 12
 
0.1%
Other values (2) 18
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 61344
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 7608
12.4%
w 6446
 
10.5%
t 5988
 
9.8%
. 5817
 
9.5%
o 3848
 
6.3%
p 3772
 
6.1%
c 3425
 
5.6%
h 3209
 
5.2%
: 2567
 
4.2%
k 2541
 
4.1%
Other values (34) 16123
26.3%

연락처
Text

Distinct89
Distinct (%)3.5%
Missing24
Missing (%)0.9%
Memory size20.2 KiB
2023-12-13T01:09:56.146067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.14729
Min length9

Characters and Unicode

Total characters30927
Distinct characters16
Distinct categories7 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)0.3%

Sample

1st row051-742-1324
2nd row051-742-1324
3rd row031-383-8498
4th row031-383-8498
5th row031-383-8498
ValueCountFrequency (%)
055-338-0114 406
 
15.7%
031-420-6600 221
 
8.6%
02-2637-4000 215
 
8.3%
1577-1047 180
 
7.0%
031-370-9621 134
 
5.2%
031-695-6365 112
 
4.3%
031-777-8470 84
 
3.3%
043-238-0272 70
 
2.7%
02-3410-9300 69
 
2.7%
02-2189-9114 67
 
2.6%
Other values (78) 1022
39.6%
2023-12-13T01:09:56.551277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 5766
18.6%
- 4865
15.7%
3 3598
11.6%
1 3291
10.6%
2 2160
 
7.0%
4 2092
 
6.8%
5 2013
 
6.5%
7 1843
 
6.0%
6 1727
 
5.6%
8 1592
 
5.1%
Other values (6) 1980
 
6.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 25093
81.1%
Dash Punctuation 4865
 
15.7%
Space Separator 881
 
2.8%
Close Punctuation 47
 
0.2%
Open Punctuation 23
 
0.1%
Math Symbol 10
 
< 0.1%
Other Punctuation 8
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 5766
23.0%
3 3598
14.3%
1 3291
13.1%
2 2160
 
8.6%
4 2092
 
8.3%
5 2013
 
8.0%
7 1843
 
7.3%
6 1727
 
6.9%
8 1592
 
6.3%
9 1011
 
4.0%
Dash Punctuation
ValueCountFrequency (%)
- 4865
100.0%
Space Separator
ValueCountFrequency (%)
881
100.0%
Close Punctuation
ValueCountFrequency (%)
) 47
100.0%
Open Punctuation
ValueCountFrequency (%)
( 23
100.0%
Math Symbol
ValueCountFrequency (%)
~ 10
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 30927
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 5766
18.6%
- 4865
15.7%
3 3598
11.6%
1 3291
10.6%
2 2160
 
7.0%
4 2092
 
6.8%
5 2013
 
6.5%
7 1843
 
6.0%
6 1727
 
5.6%
8 1592
 
5.1%
Other values (6) 1980
 
6.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 30927
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 5766
18.6%
- 4865
15.7%
3 3598
11.6%
1 3291
10.6%
2 2160
 
7.0%
4 2092
 
6.8%
5 2013
 
6.5%
7 1843
 
6.0%
6 1727
 
5.6%
8 1592
 
5.1%
Other values (6) 1980
 
6.4%

제품이미지
Text

Distinct2563
Distinct (%)> 99.9%
Missing6
Missing (%)0.2%
Memory size20.2 KiB
2023-12-13T01:09:56.784243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length135
Median length114
Mean length75.923947
Min length53

Characters and Unicode

Total characters194669
Distinct characters123
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2562 ?
Unique (%)99.9%

Sample

1st rowhttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/KTX_ATP_MMI_(2).png
2nd rowhttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATC_Filter_(2).png
3rd rowhttp://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_52_1.jpg
4th rowhttp://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_51_1.jpg
5th rowhttp://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_50_1.jpg
ValueCountFrequency (%)
series 56
 
1.2%
connector 40
 
0.8%
pipe 36
 
0.7%
elbow 35
 
0.7%
o-ring 35
 
0.7%
rivet 33
 
0.7%
tee 33
 
0.7%
lamp_sk 32
 
0.7%
male 32
 
0.7%
cable_1.jpg 32
 
0.7%
Other values (3117) 4464
92.5%
2023-12-13T01:09:57.151661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 12868
 
6.6%
. 12839
 
6.6%
g 11383
 
5.8%
o 9989
 
5.1%
a 9791
 
5.0%
p 8821
 
4.5%
e 8552
 
4.4%
i 7660
 
3.9%
t 7569
 
3.9%
1 7545
 
3.9%
Other values (113) 97652
50.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 113123
58.1%
Other Punctuation 28273
 
14.5%
Decimal Number 27249
 
14.0%
Uppercase Letter 16212
 
8.3%
Connector Punctuation 6289
 
3.2%
Space Separator 2266
 
1.2%
Dash Punctuation 1177
 
0.6%
Other Letter 58
 
< 0.1%
Math Symbol 11
 
< 0.1%
Close Punctuation 5
 
< 0.1%
Other values (2) 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 2
 
3.4%
지 2
 
3.4%
자 2
 
3.4%
와 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
스 2
 
3.4%
기 2
 
3.4%
이 2
 
3.4%
마 1
 
1.7%
Other values (39) 39
67.2%
Lowercase Letter
ValueCountFrequency (%)
g 11383
 
10.1%
o 9989
 
8.8%
a 9791
 
8.7%
p 8821
 
7.8%
e 8552
 
7.6%
i 7660
 
6.8%
t 7569
 
6.7%
r 6679
 
5.9%
k 6547
 
5.8%
d 6288
 
5.6%
Other values (16) 29844
26.4%
Uppercase Letter
ValueCountFrequency (%)
I 2894
17.9%
U 2775
17.1%
S 980
 
6.0%
C 913
 
5.6%
R 671
 
4.1%
F 665
 
4.1%
T 661
 
4.1%
P 620
 
3.8%
L 614
 
3.8%
D 585
 
3.6%
Other values (16) 4834
29.8%
Decimal Number
ValueCountFrequency (%)
1 7545
27.7%
0 6579
24.1%
2 5165
19.0%
4 2399
 
8.8%
3 1618
 
5.9%
5 1403
 
5.1%
6 959
 
3.5%
7 768
 
2.8%
8 471
 
1.7%
9 342
 
1.3%
Other Punctuation
ValueCountFrequency (%)
/ 12868
45.5%
. 12839
45.4%
: 2564
 
9.1%
& 1
 
< 0.1%
, 1
 
< 0.1%
Connector Punctuation
ValueCountFrequency (%)
_ 6289
100.0%
Space Separator
ValueCountFrequency (%)
2266
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1177
100.0%
Math Symbol
ValueCountFrequency (%)
~ 11
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Letter Number
ValueCountFrequency (%)
Ⅲ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 129336
66.4%
Common 65275
33.5%
Hangul 58
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
g 11383
 
8.8%
o 9989
 
7.7%
a 9791
 
7.6%
p 8821
 
6.8%
e 8552
 
6.6%
i 7660
 
5.9%
t 7569
 
5.9%
r 6679
 
5.2%
k 6547
 
5.1%
d 6288
 
4.9%
Other values (43) 46057
35.6%
Hangul
ValueCountFrequency (%)
어 2
 
3.4%
지 2
 
3.4%
자 2
 
3.4%
와 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
스 2
 
3.4%
기 2
 
3.4%
이 2
 
3.4%
마 1
 
1.7%
Other values (39) 39
67.2%
Common
ValueCountFrequency (%)
/ 12868
19.7%
. 12839
19.7%
1 7545
11.6%
0 6579
10.1%
_ 6289
9.6%
2 5165
7.9%
: 2564
 
3.9%
4 2399
 
3.7%
2266
 
3.5%
3 1618
 
2.5%
Other values (11) 5143
 
7.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 194610
> 99.9%
Hangul 58
 
< 0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 12868
 
6.6%
. 12839
 
6.6%
g 11383
 
5.8%
o 9989
 
5.1%
a 9791
 
5.0%
p 8821
 
4.5%
e 8552
 
4.4%
i 7660
 
3.9%
t 7569
 
3.9%
1 7545
 
3.9%
Other values (63) 97593
50.1%
Hangul
ValueCountFrequency (%)
어 2
 
3.4%
지 2
 
3.4%
자 2
 
3.4%
와 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
스 2
 
3.4%
기 2
 
3.4%
이 2
 
3.4%
마 1
 
1.7%
Other values (39) 39
67.2%
Number Forms
ValueCountFrequency (%)
Ⅲ 1
100.0%

내용첨부파일이미지
Text

MISSING 

Distinct16
Distinct (%)100.0%
Missing2554
Missing (%)99.4%
Memory size20.2 KiB
2023-12-13T01:09:57.434755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length95
Median length89
Mean length83.4375
Min length77

Characters and Unicode

Total characters1335
Distinct characters89
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)100.0%

Sample

1st rowhttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATP_MMI.png
2nd rowhttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATC_Filter_(2)_1.png
3rd rowhttp://image.kric.go.kr/20180907/jsp/human/idp/bizmemberTechForm.jsp/케이블_분기관_1.jpg
4th rowhttp://image.kric.go.kr/20180907/jsp/human/idp/bizmemberTechForm.jsp/plug-in_1.jpg
5th rowhttp://image.kric.go.kr/20180907/jsp/human/idp/bizmemberTechForm.jsp/직선접속재_1.jpg
ValueCountFrequency (%)
http://image.kric.go.kr/20180423/jsp/human/idp/bizmembertechform.jsp/id_패치코드와rj45.jpg 1
 
6.2%
http://image.kric.go.kr/20180907/jsp/human/idp/bizmembertechform.jsp/케이블_분기관_1.jpg 1
 
6.2%
http://image.kric.go.kr/20180907/jsp/human/idp/bizmembertechform.jsp/plug-in_1.jpg 1
 
6.2%
http://image.kric.go.kr/20180907/jsp/human/idp/bizmembertechform.jsp/직선접속재_1.jpg 1
 
6.2%
http://image.kric.go.kr/20180423/jsp/human/idp/bizmembertechform.jsp/lap형_열수축관.jpg 1
 
6.2%
http://image.kric.go.kr/20180423/jsp/human/idp/bizmembertechform.jsp/스마트_광_점퍼_코드.jpg 1
 
6.2%
http://image.kric.go.kr/20191205/jsp/human/idp/bizmembertechform.jsp/atc_filter_(2)_1.png 1
 
6.2%
http://image.kric.go.kr/20180423/jsp/human/idp/bizmembertechform.jsp/ds-wt-자기수축튜브.jpg 1
 
6.2%
http://image.kric.go.kr/20191205/jsp/human/idp/bizmembertechform.jsp/atp_mmi.png 1
 
6.2%
http://image.kric.go.kr/20180423/jsp/human/idp/bizmembertechform.jsp/tcs열수축튜브.jpg 1
 
6.2%
Other values (6) 6
37.5%
2023-12-13T01:09:57.837202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 128
 
9.6%
p 81
 
6.1%
m 80
 
6.0%
. 80
 
6.0%
e 69
 
5.2%
i 67
 
5.0%
r 67
 
5.0%
g 49
 
3.7%
h 48
 
3.6%
j 46
 
3.4%
Other values (79) 620
46.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 808
60.5%
Other Punctuation 224
 
16.8%
Decimal Number 136
 
10.2%
Uppercase Letter 85
 
6.4%
Other Letter 53
 
4.0%
Connector Punctuation 18
 
1.3%
Dash Punctuation 7
 
0.5%
Close Punctuation 2
 
0.1%
Open Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
브 4
 
7.5%
튜 3
 
5.7%
수 3
 
5.7%
스 3
 
5.7%
축 3
 
5.7%
열 2
 
3.8%
관 2
 
3.8%
기 2
 
3.8%
드 2
 
3.8%
코 2
 
3.8%
Other values (27) 27
50.9%
Lowercase Letter
ValueCountFrequency (%)
p 81
 
10.0%
m 80
 
9.9%
e 69
 
8.5%
i 67
 
8.3%
r 67
 
8.3%
g 49
 
6.1%
h 48
 
5.9%
j 46
 
5.7%
t 34
 
4.2%
s 33
 
4.1%
Other values (11) 234
29.0%
Uppercase Letter
ValueCountFrequency (%)
T 24
28.2%
F 17
20.0%
S 8
 
9.4%
M 7
 
8.2%
D 5
 
5.9%
W 4
 
4.7%
I 3
 
3.5%
A 3
 
3.5%
P 3
 
3.5%
C 3
 
3.5%
Other values (5) 8
 
9.4%
Decimal Number
ValueCountFrequency (%)
0 35
25.7%
2 31
22.8%
1 23
16.9%
8 13
 
9.6%
4 12
 
8.8%
3 10
 
7.4%
9 5
 
3.7%
7 4
 
2.9%
5 3
 
2.2%
Other Punctuation
ValueCountFrequency (%)
/ 128
57.1%
. 80
35.7%
: 16
 
7.1%
Connector Punctuation
ValueCountFrequency (%)
_ 18
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 893
66.9%
Common 389
29.1%
Hangul 53
 
4.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
브 4
 
7.5%
튜 3
 
5.7%
수 3
 
5.7%
스 3
 
5.7%
축 3
 
5.7%
열 2
 
3.8%
관 2
 
3.8%
기 2
 
3.8%
드 2
 
3.8%
코 2
 
3.8%
Other values (27) 27
50.9%
Latin
ValueCountFrequency (%)
p 81
 
9.1%
m 80
 
9.0%
e 69
 
7.7%
i 67
 
7.5%
r 67
 
7.5%
g 49
 
5.5%
h 48
 
5.4%
j 46
 
5.2%
t 34
 
3.8%
s 33
 
3.7%
Other values (26) 319
35.7%
Common
ValueCountFrequency (%)
/ 128
32.9%
. 80
20.6%
0 35
 
9.0%
2 31
 
8.0%
1 23
 
5.9%
_ 18
 
4.6%
: 16
 
4.1%
8 13
 
3.3%
4 12
 
3.1%
3 10
 
2.6%
Other values (6) 23
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1282
96.0%
Hangul 53
 
4.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 128
 
10.0%
p 81
 
6.3%
m 80
 
6.2%
. 80
 
6.2%
e 69
 
5.4%
i 67
 
5.2%
r 67
 
5.2%
g 49
 
3.8%
h 48
 
3.7%
j 46
 
3.6%
Other values (42) 567
44.2%
Hangul
ValueCountFrequency (%)
브 4
 
7.5%
튜 3
 
5.7%
수 3
 
5.7%
스 3
 
5.7%
축 3
 
5.7%
열 2
 
3.8%
관 2
 
3.8%
기 2
 
3.8%
드 2
 
3.8%
코 2
 
3.8%
Other values (27) 27
50.9%

로고이미지설명
Text

MISSING 

Distinct15
Distinct (%)100.0%
Missing2555
Missing (%)99.4%
Memory size20.2 KiB
2023-12-13T01:09:58.015100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length28
Median length18
Mean length8.7333333
Min length3

Characters and Unicode

Total characters131
Distinct characters74
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)100.0%

Sample

1st rowdddd
2nd row케이블 분기관
3rd row삽입형 종단 접속재
4th row케이블 직선 접속재
5th row절연슬리브킷트(LAP형 열수축관)
ValueCountFrequency (%)
접속재 2
 
7.4%
케이블 2
 
7.4%
dddd 1
 
3.7%
rdss 1
 
3.7%
interface 1
 
3.7%
mvb 1
 
3.7%
esd/emd 1
 
3.7%
서지어레스터 1
 
3.7%
bptm 1
 
3.7%
mwtm 1
 
3.7%
Other values (15) 15
55.6%
2023-12-13T01:09:58.328249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
13
 
9.9%
S 6
 
4.6%
M 6
 
4.6%
e 4
 
3.1%
D 4
 
3.1%
d 4
 
3.1%
R 3
 
2.3%
T 3
 
2.3%
기 2
 
1.5%
코 2
 
1.5%
Other values (64) 84
64.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 59
45.0%
Uppercase Letter 37
28.2%
Lowercase Letter 17
 
13.0%
Space Separator 13
 
9.9%
Decimal Number 2
 
1.5%
Other Punctuation 1
 
0.8%
Open Punctuation 1
 
0.8%
Close Punctuation 1
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 2
 
3.4%
코 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
블 2
 
3.4%
관 2
 
3.4%
트 2
 
3.4%
케 2
 
3.4%
브 2
 
3.4%
드 2
 
3.4%
Other values (33) 39
66.1%
Uppercase Letter
ValueCountFrequency (%)
S 6
16.2%
M 6
16.2%
D 4
10.8%
R 3
8.1%
T 3
8.1%
P 2
 
5.4%
C 2
 
5.4%
E 2
 
5.4%
I 2
 
5.4%
B 2
 
5.4%
Other values (5) 5
13.5%
Lowercase Letter
ValueCountFrequency (%)
e 4
23.5%
d 4
23.5%
r 2
11.8%
n 1
 
5.9%
t 1
 
5.9%
i 1
 
5.9%
f 1
 
5.9%
a 1
 
5.9%
c 1
 
5.9%
s 1
 
5.9%
Decimal Number
ValueCountFrequency (%)
5 1
50.0%
4 1
50.0%
Space Separator
ValueCountFrequency (%)
13
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 59
45.0%
Latin 54
41.2%
Common 18
 
13.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 2
 
3.4%
코 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
블 2
 
3.4%
관 2
 
3.4%
트 2
 
3.4%
케 2
 
3.4%
브 2
 
3.4%
드 2
 
3.4%
Other values (33) 39
66.1%
Latin
ValueCountFrequency (%)
S 6
 
11.1%
M 6
 
11.1%
e 4
 
7.4%
D 4
 
7.4%
d 4
 
7.4%
R 3
 
5.6%
T 3
 
5.6%
P 2
 
3.7%
C 2
 
3.7%
E 2
 
3.7%
Other values (15) 18
33.3%
Common
ValueCountFrequency (%)
13
72.2%
5 1
 
5.6%
/ 1
 
5.6%
4 1
 
5.6%
( 1
 
5.6%
) 1
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 72
55.0%
Hangul 59
45.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
13
18.1%
S 6
 
8.3%
M 6
 
8.3%
e 4
 
5.6%
D 4
 
5.6%
d 4
 
5.6%
R 3
 
4.2%
T 3
 
4.2%
P 2
 
2.8%
C 2
 
2.8%
Other values (21) 25
34.7%
Hangul
ValueCountFrequency (%)
기 2
 
3.4%
코 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
블 2
 
3.4%
관 2
 
3.4%
트 2
 
3.4%
케 2
 
3.4%
브 2
 
3.4%
드 2
 
3.4%
Other values (33) 39
66.1%

내용첨부파일이미지설명
Text

MISSING 

Distinct15
Distinct (%)100.0%
Missing2555
Missing (%)99.4%
Memory size20.2 KiB
2023-12-13T01:09:58.507045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length13
Mean length8.1333333
Min length3

Characters and Unicode

Total characters122
Distinct characters71
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)100.0%

Sample

1st rowffff
2nd row케이블 분기관
3rd row삽입형 종단 접속재
4th row케이블 직선 접속재
5th row절연슬리브킷트(LAP형 열수축관)
ValueCountFrequency (%)
접속재 2
 
8.0%
케이블 2
 
8.0%
ffff 1
 
4.0%
rdss 1
 
4.0%
interface 1
 
4.0%
mvb 1
 
4.0%
서지어레스터 1
 
4.0%
bptm 1
 
4.0%
mwtm 1
 
4.0%
crsm 1
 
4.0%
Other values (13) 13
52.0%
2023-12-13T01:09:58.834968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
11
 
9.0%
f 5
 
4.1%
S 5
 
4.1%
M 5
 
4.1%
e 4
 
3.3%
T 3
 
2.5%
R 3
 
2.5%
관 2
 
1.6%
브 2
 
1.6%
이 2
 
1.6%
Other values (61) 80
65.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 59
48.4%
Uppercase Letter 31
25.4%
Lowercase Letter 17
 
13.9%
Space Separator 11
 
9.0%
Decimal Number 2
 
1.6%
Open Punctuation 1
 
0.8%
Close Punctuation 1
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
관 2
 
3.4%
브 2
 
3.4%
이 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
케 2
 
3.4%
블 2
 
3.4%
스 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
Other values (33) 39
66.1%
Uppercase Letter
ValueCountFrequency (%)
S 5
16.1%
M 5
16.1%
T 3
9.7%
R 3
9.7%
D 2
 
6.5%
I 2
 
6.5%
C 2
 
6.5%
P 2
 
6.5%
B 2
 
6.5%
J 1
 
3.2%
Other values (4) 4
12.9%
Lowercase Letter
ValueCountFrequency (%)
f 5
29.4%
e 4
23.5%
r 2
 
11.8%
a 1
 
5.9%
t 1
 
5.9%
n 1
 
5.9%
i 1
 
5.9%
c 1
 
5.9%
s 1
 
5.9%
Decimal Number
ValueCountFrequency (%)
4 1
50.0%
5 1
50.0%
Space Separator
ValueCountFrequency (%)
11
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 59
48.4%
Latin 48
39.3%
Common 15
 
12.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
관 2
 
3.4%
브 2
 
3.4%
이 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
케 2
 
3.4%
블 2
 
3.4%
스 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
Other values (33) 39
66.1%
Latin
ValueCountFrequency (%)
f 5
 
10.4%
S 5
 
10.4%
M 5
 
10.4%
e 4
 
8.3%
T 3
 
6.2%
R 3
 
6.2%
D 2
 
4.2%
I 2
 
4.2%
C 2
 
4.2%
P 2
 
4.2%
Other values (13) 15
31.2%
Common
ValueCountFrequency (%)
11
73.3%
4 1
 
6.7%
5 1
 
6.7%
( 1
 
6.7%
) 1
 
6.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 63
51.6%
Hangul 59
48.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
11
17.5%
f 5
 
7.9%
S 5
 
7.9%
M 5
 
7.9%
e 4
 
6.3%
T 3
 
4.8%
R 3
 
4.8%
D 2
 
3.2%
I 2
 
3.2%
C 2
 
3.2%
Other values (18) 21
33.3%
Hangul
ValueCountFrequency (%)
관 2
 
3.4%
브 2
 
3.4%
이 2
 
3.4%
드 2
 
3.4%
코 2
 
3.4%
케 2
 
3.4%
블 2
 
3.4%
스 2
 
3.4%
축 2
 
3.4%
수 2
 
3.4%
Other values (33) 39
66.1%

Correlations

2023-12-13T01:09:58.920194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류담당자명홈페이지연락처내용첨부파일이미지로고이미지설명내용첨부파일이미지설명
종류1.0000.6730.9700.9711.0001.0001.000
담당자명0.6731.0000.9991.0001.0001.0001.000
홈페이지0.9700.9991.0001.0001.0001.0001.000
연락처0.9711.0001.0001.0001.0001.0001.000
내용첨부파일이미지1.0001.0001.0001.0001.0001.0001.000
로고이미지설명1.0001.0001.0001.0001.0001.0001.000
내용첨부파일이미지설명1.0001.0001.0001.0001.0001.0001.000
2023-12-13T01:09:59.027702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류담당자명
종류1.0000.363
담당자명0.3631.000
2023-12-13T01:09:59.107667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종류담당자명
종류1.0000.363
담당자명0.3631.000

Missing values

2023-12-13T01:09:52.614159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:09:52.786387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2023-12-13T01:09:52.925611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

종류제목상세정보담당자명홈페이지연락처제품이미지내용첨부파일이미지로고이미지설명내용첨부파일이미지설명
0차량부품ATP(Automatic Train Protection) MMI한국철도공사 디젤/전기기관차 8200호대안태성e-ants.co.kr051-742-1324http://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/KTX_ATP_MMI_(2).pnghttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATP_MMI.png<NA><NA>
1차량부품ATC(Automatic Train Control) 필터안태성e-ants.co.kr051-742-1324http://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATC_Filter_(2).pnghttp://image.kric.go.kr/20191205/jsp/human/idp/bizmemberTechForm.jsp/ATC_Filter_(2)_1.pngddddffff
2차량부품VIBROCONTROL 1500<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_52.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_52_1.jpg<NA><NA><NA>
3차량부품VIBROCONTROL 850<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_51.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_51_1.jpg<NA><NA><NA>
4차량부품VIBROCONTROL 950/960<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_50.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_50_1.jpg<NA><NA><NA>
5차량부품VIBROCONTROL 1800 Series<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_49.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_49_1.jpg<NA><NA><NA>
6차량부품model 7298<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_48.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_48_1.jpg<NA><NA><NA>
7차량부품model 6243 series<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_47.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_47_1.jpg<NA><NA><NA>
8차량부품model 2280<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_46.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_46_1.jpg<NA><NA><NA>
9차량부품model 2230<img alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2018/11/27/201811_ktinc_45.jpg" /><NA>http://www.ktinc.kr/031-383-8498http://image.kric.go.kr/20181127/ImageUpload.do/201811_ktinc_45_1.jpg<NA><NA><NA>
종류제목상세정보담당자명홈페이지연락처제품이미지내용첨부파일이미지로고이미지설명내용첨부파일이미지설명
2560시설및장비PF 궤도회로<table class="MsoNormalTable" border="0" cellspacing="0" cellpadding="0" width="650" style="width: 487.5pt; mso-cellspacing: 0cm; mso-padding-alt: 1.5pt 1.5pt 1.5pt 1.5pt"> <tbody> <tr style="mso-yfti-irow: 0; mso-yfti-firstrow: yes"> <td style="border-bottom: #ece9d8; border-left: #ece9d8; padding-bottom: 1.5pt; background-color: transparent; padding-left: 1.5pt; padding-right: 1.5pt; border-top: #ece9d8; border-right: #ece9d8; padding-top: 1.5pt"> <p class="MsoNormal" align="center" style="text-align: center; margin: 0cm 0cm 0pt; text-autospace: ideograph-numeric; word-break: keep-all; mso-pagination: widow-orphan"><span lang="EN-US" style="font-family: 굴림; color: #666666; font-size: 9pt; mso-bidi-font-family: 굴림; mso-font-kerning: 0pt"><v:shapetype id="_x0000_t75" coordsize="21600,21600" o:spt="75" o:preferrelative="t" path="m@4@5l@4@11@9@11@9@5xe" filled="f" stroked="f"><v:stroke joinstyle="miter"></v:stroke><v:formulas><v:f eqn="if lineDrawn pixelLineWidth 0"></v:f><v:이명철http://www.ykcontrol.com/02-830-7900http://image.kric.go.kr/20100427/ImageUpload.do/유경12.jpg<NA><NA><NA>
2561자재[클립]JRS 50KG N 양선고정 Center Clip<img height="393" width="629" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/1(127).jpg" /><br /> <br /> <img height="439" width="520" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/2(118).jpg" /><br /> <img height="390" width="503" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/3(119).jpg" /><br /> <br /> <img height="307" width="549" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/4(51).jpg" /><br /> <br />영업팀http://www.sangjintrack.com/031-278-7788http://image.kric.go.kr/20100421/ImageUpload.do/4_13.jpg<NA><NA><NA>
2562차량부품[차량용 냉방기]72FC-300XY<img width="598" height="312" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2011/11/21/72FC-300XY.jpg" /><br /> <img width="598" height="446" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2011/11/21/pro_k.jpg" />특판영업팀http://www.carrier.co.kr/02-511-1255http://image.kric.go.kr/20111121/ImageUpload.do/72FC-300XY_1.jpg<NA><NA><NA>
2563자재[클립]37K 코일크립 2004식<img height="472" width="435" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/1(134).jpg" /><br /> <br /> <img height="284" width="599" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/2(126).jpg" /><br /> <br /> <img height="412" width="601" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/3(122).jpg" /><br /> <br /> <img height="317" width="610" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/4(53).jpg" /><br /> <br /> <img height="373" width="502" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/21/5(37).jpg" /><br /> <br /> <br />영업팀http://www.sangjintrack.com/031-278-7788http://image.kric.go.kr/20100421/ImageUpload.do/5_30.jpg<NA><NA><NA>
2564시설및장비[Power Solution] OSS-PSU 시리즈<img height="423" width="706" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic09-01.jpg" /><br /> <br /> <img height="711" width="703" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic09-02.jpg" /><br /> <br /> <img height="879" width="681" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic09-03.jpg" /><br /> <br /> <img height="868" width="679" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic09-04.jpg" />영업부http://www.osemco.com031-944-3521http://image.kric.go.kr/20100426/ImageUpload.do/os_thumb09.jpg<NA><NA><NA>
2565시설및장비[Lifter] OSL-1~4<img height="459" width="719" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic15.jpg" />영업부http://www.osemco.com031-944-3521http://image.kric.go.kr/20100426/ImageUpload.do/os_thumb15.jpg<NA><NA><NA>
2566차량부품HS 100 오버플로우 밸브<img height="518" width="637" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/20/1(10).jpg" /><br />영업부http://www.yujinltd.co.kr/031-489-6500http://image.kric.go.kr/20100420/ImageUpload.do/사용자_지정_40.jpg<NA><NA><NA>
2567시설및장비[저압자동절체 개폐기] ATS Controller<img height="779" width="705" alt="" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/26/os_pic06.jpg" />영업부http://www.osemco.com031-944-3521http://image.kric.go.kr/20100426/ImageUpload.do/os_thumb06.jpg<NA><NA><NA>
2568시설및장비작업표<br /> 작업표 <br /> &nbsp;<br /> &nbsp;<br /> &nbsp;<br /> &nbsp;코&nbsp;&nbsp; 드 : rs001 <br /> &nbsp;제&nbsp;&nbsp; 원 : 상세설명 <br /> &nbsp;가&nbsp;&nbsp; 격 : \0원 <br /> &nbsp;제작사 : <br /> <br /> <img height="300" alt="" width="350" src="http://www.kric.go.kr/v2/UserFiles/Image/2010/04/13/b_rs001.gif" /><br /> <br /> 각종 선로보수작업시 설치하는 제표로 열차 진행방향에 대하여 일정거리로 설치하는 표지이다. <br /> <br /> <b>■ 제원</b><br /> - 표판 : 500&times;700&times;2 <br /> - 기둥 : 1800&times;30문정복http://www.elthus.co.kr/(02) 2264-8111http://image.kric.go.kr/20100426/ImageUpload.do/건식.jpg<NA><NA><NA>
2569시설및장비자동폐색제어장치(복선용)<NA><NA><NA><NA><NA><NA><NA><NA>

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종류제목상세정보담당자명홈페이지연락처제품이미지내용첨부파일이미지로고이미지설명내용첨부파일이미지설명# duplicates
0시설및장비PS series<img alt="PS series" src="http://www.kric.go.kr/v2/UserFiles/Image/2012/10/04/hynux_91.jpg" /></br><img alt="PS series" src="http://www.kric.go.kr/v2/UserFiles/Image/2012/10/04/hynux_91_.jpg" />영업팀http://hynux.com/1577-1047http://image.kric.go.kr/20121004/ImageUpload.do/hynux_91_1.jpg<NA><NA><NA>2