Overview

Dataset statistics

Number of variables9
Number of observations424
Missing cells3
Missing cells (%)0.1%
Duplicate rows2
Duplicate rows (%)0.5%
Total size in memory30.4 KiB
Average record size in memory73.3 B

Variable types

Categorical3
Text6

Dataset

Description한국과학기술원 학사 정보(년도,보유부서,영문장비명,한글장비명,시설장비등록번호,모델명,제작사,설치장소 등)에 대한 정보 입니다. 해당 데이터가 보유한 컬럼은 다음과 같습니다. 컬럼명: 년도,보유부서,영문장비명,한글장비명,시설장비등록번호,모델명,제작사,설치장소
URLhttps://www.data.go.kr/data/3051372/fileData.do

Alerts

조사년도 has constant value ""Constant
데이터기준일 has constant value ""Constant
Dataset has 2 (0.5%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-11 22:48:38.297224
Analysis finished2023-12-11 22:48:39.251824
Duration0.95 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

조사년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023
424 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 424
100.0%

Length

2023-12-12T07:48:39.336814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:48:39.456282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 424
100.0%

보유부서
Categorical

Distinct28
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
중앙분석센터
79 
신소재공학과
54 
전기및전자공학부
43 
의과학연구센터
37 
화학과
26 
Other values (23)
185 

Length

Max length16
Median length14
Mean length6.745283
Min length3

Unique

Unique3 ?
Unique (%)0.7%

Sample

1st rowKAIST 나노융합연구소
2nd rowKAIST 나노융합연구소
3rd rowKAIST 나노융합연구소
4th rowKAIST 실험동물센터
5th rowKAIST 실험동물센터

Common Values

ValueCountFrequency (%)
중앙분석센터 79
18.6%
신소재공학과 54
12.7%
전기및전자공학부 43
10.1%
의과학연구센터 37
8.7%
화학과 26
 
6.1%
생명과학과 25
 
5.9%
물리학과 25
 
5.9%
바이오및뇌공학과 21
 
5.0%
생명화학공학과 19
 
4.5%
카이스트 바이오 코어센터 16
 
3.8%
Other values (18) 79
18.6%

Length

2023-12-12T07:48:39.598458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
중앙분석센터 79
17.0%
신소재공학과 54
11.6%
전기및전자공학부 43
 
9.2%
의과학연구센터 37
 
7.9%
화학과 26
 
5.6%
생명과학과 25
 
5.4%
물리학과 25
 
5.4%
바이오및뇌공학과 21
 
4.5%
생명화학공학과 19
 
4.1%
카이스트 16
 
3.4%
Other values (21) 121
26.0%

장비명(한글)
Text

Distinct399
Distinct (%)94.1%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T07:48:39.967042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length93
Median length51
Mean length14.966981
Min length3

Characters and Unicode

Total characters6346
Distinct characters406
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique379 ?
Unique (%)89.4%

Sample

1st row이온 플라즈마 식각 및 스퍼터 챔버
2nd row마스크 얼리인어
3rd row원자층 증착장비
4th row생물학 연구용 감마선조사기
5th row실험용마우스위탁공급시스템
ValueCountFrequency (%)
시스템 44
 
3.6%
분석기 19
 
1.5%
장비 18
 
1.5%
현미경 17
 
1.4%
레이저 13
 
1.0%
x-선 13
 
1.0%
및 10
 
0.8%
9
 
0.7%
고분해능 8
 
0.6%
실시간 8
 
0.6%
Other values (753) 1080
87.2%
2023-12-12T07:48:40.512126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
816
 
12.9%
기 180
 
2.8%
분 147
 
2.3%
스 111
 
1.7%
시 98
 
1.5%
자 96
 
1.5%
e 91
 
1.4%
광 89
 
1.4%
석 89
 
1.4%
이 81
 
1.3%
Other values (396) 4548
71.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3814
60.1%
Space Separator 820
 
12.9%
Lowercase Letter 746
 
11.8%
Uppercase Letter 614
 
9.7%
Decimal Number 144
 
2.3%
Open Punctuation 67
 
1.1%
Close Punctuation 66
 
1.0%
Dash Punctuation 39
 
0.6%
Other Punctuation 36
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 180
 
4.7%
분 147
 
3.9%
스 111
 
2.9%
시 98
 
2.6%
자 96
 
2.5%
광 89
 
2.3%
석 89
 
2.3%
이 81
 
2.1%
미 78
 
2.0%
전 74
 
1.9%
Other values (325) 2771
72.7%
Lowercase Letter
ValueCountFrequency (%)
e 91
12.2%
i 69
 
9.2%
t 60
 
8.0%
n 58
 
7.8%
r 58
 
7.8%
a 58
 
7.8%
o 57
 
7.6%
c 40
 
5.4%
l 39
 
5.2%
s 38
 
5.1%
Other values (16) 178
23.9%
Uppercase Letter
ValueCountFrequency (%)
S 51
 
8.3%
I 48
 
7.8%
A 44
 
7.2%
E 43
 
7.0%
M 42
 
6.8%
C 39
 
6.4%
P 36
 
5.9%
T 31
 
5.0%
N 30
 
4.9%
L 30
 
4.9%
Other values (15) 220
35.8%
Decimal Number
ValueCountFrequency (%)
0 57
39.6%
4 18
 
12.5%
6 12
 
8.3%
3 12
 
8.3%
1 12
 
8.3%
5 11
 
7.6%
2 9
 
6.2%
8 6
 
4.2%
9 5
 
3.5%
7 2
 
1.4%
Other Punctuation
ValueCountFrequency (%)
/ 21
58.3%
, 9
25.0%
& 3
 
8.3%
: 2
 
5.6%
. 1
 
2.8%
Space Separator
ValueCountFrequency (%)
816
99.5%
　 4
 
0.5%
Open Punctuation
ValueCountFrequency (%)
( 67
100.0%
Close Punctuation
ValueCountFrequency (%)
) 66
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 39
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3814
60.1%
Latin 1359
 
21.4%
Common 1172
 
18.5%
Greek 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 180
 
4.7%
분 147
 
3.9%
스 111
 
2.9%
시 98
 
2.6%
자 96
 
2.5%
광 89
 
2.3%
석 89
 
2.3%
이 81
 
2.1%
미 78
 
2.0%
전 74
 
1.9%
Other values (325) 2771
72.7%
Latin
ValueCountFrequency (%)
e 91
 
6.7%
i 69
 
5.1%
t 60
 
4.4%
n 58
 
4.3%
r 58
 
4.3%
a 58
 
4.3%
o 57
 
4.2%
S 51
 
3.8%
I 48
 
3.5%
A 44
 
3.2%
Other values (40) 765
56.3%
Common
ValueCountFrequency (%)
816
69.6%
( 67
 
5.7%
) 66
 
5.6%
0 57
 
4.9%
- 39
 
3.3%
/ 21
 
1.8%
4 18
 
1.5%
6 12
 
1.0%
3 12
 
1.0%
1 12
 
1.0%
Other values (10) 52
 
4.4%
Greek
ValueCountFrequency (%)
μ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3814
60.1%
ASCII 2527
39.8%
None 5
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
816
32.3%
e 91
 
3.6%
i 69
 
2.7%
( 67
 
2.7%
) 66
 
2.6%
t 60
 
2.4%
n 58
 
2.3%
r 58
 
2.3%
a 58
 
2.3%
o 57
 
2.3%
Other values (59) 1127
44.6%
Hangul
ValueCountFrequency (%)
기 180
 
4.7%
분 147
 
3.9%
스 111
 
2.9%
시 98
 
2.6%
자 96
 
2.5%
광 89
 
2.3%
석 89
 
2.3%
이 81
 
2.1%
미 78
 
2.0%
전 74
 
1.9%
Other values (325) 2771
72.7%
None
ValueCountFrequency (%)
　 4
80.0%
μ 1
 
20.0%

장비명(영문)
Text

Distinct404
Distinct (%)95.3%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T07:48:40.874206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length117
Median length60
Mean length32.356132
Min length7

Characters and Unicode

Total characters13719
Distinct characters142
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique388 ?
Unique (%)91.5%

Sample

1st rowin-situ Ion etching & DC sputter Chamber
2nd rowMask Aligner
3rd rowALD(Atomic Layer Deposition)
4th rowCELL IRRADIATION SYSTEM
5th rowLaboratory Mouse Supply System
ValueCountFrequency (%)
system 91
 
5.5%
microscope 30
 
1.8%
high 27
 
1.6%
analyzer 23
 
1.4%
laser 20
 
1.2%
spectrometer 20
 
1.2%
20
 
1.2%
scanning 19
 
1.1%
x-ray 18
 
1.1%
emission 13
 
0.8%
Other values (783) 1375
83.0%
2023-12-12T07:48:41.442586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1232
 
9.0%
e 1145
 
8.3%
r 764
 
5.6%
t 756
 
5.5%
o 747
 
5.4%
i 746
 
5.4%
a 684
 
5.0%
n 575
 
4.2%
s 529
 
3.9%
c 460
 
3.4%
Other values (132) 6081
44.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 9026
65.8%
Uppercase Letter 2764
 
20.1%
Space Separator 1232
 
9.0%
Decimal Number 227
 
1.7%
Dash Punctuation 125
 
0.9%
Close Punctuation 101
 
0.7%
Open Punctuation 101
 
0.7%
Other Letter 81
 
0.6%
Other Punctuation 59
 
0.4%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 4
 
4.9%
초 3
 
3.7%
분 3
 
3.7%
크 2
 
2.5%
현 2
 
2.5%
미 2
 
2.5%
리 2
 
2.5%
자 2
 
2.5%
중 2
 
2.5%
경 2
 
2.5%
Other values (53) 57
70.4%
Lowercase Letter
ValueCountFrequency (%)
e 1145
12.7%
r 764
 
8.5%
t 756
 
8.4%
o 747
 
8.3%
i 746
 
8.3%
a 684
 
7.6%
n 575
 
6.4%
s 529
 
5.9%
c 460
 
5.1%
l 450
 
5.0%
Other values (17) 2170
24.0%
Uppercase Letter
ValueCountFrequency (%)
S 325
 
11.8%
E 237
 
8.6%
M 215
 
7.8%
C 207
 
7.5%
I 186
 
6.7%
A 183
 
6.6%
R 162
 
5.9%
T 151
 
5.5%
P 140
 
5.1%
L 126
 
4.6%
Other values (17) 832
30.1%
Decimal Number
ValueCountFrequency (%)
0 88
38.8%
4 27
 
11.9%
2 20
 
8.8%
1 20
 
8.8%
3 18
 
7.9%
5 15
 
6.6%
6 13
 
5.7%
8 11
 
4.8%
9 9
 
4.0%
7 6
 
2.6%
Other Punctuation
ValueCountFrequency (%)
/ 27
45.8%
& 16
27.1%
, 8
 
13.6%
: 3
 
5.1%
. 3
 
5.1%
; 1
 
1.7%
# 1
 
1.7%
Close Punctuation
ValueCountFrequency (%)
) 97
96.0%
] 4
 
4.0%
Open Punctuation
ValueCountFrequency (%)
( 97
96.0%
[ 4
 
4.0%
Space Separator
ValueCountFrequency (%)
1232
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 125
100.0%
Math Symbol
ValueCountFrequency (%)
+ 2
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 11788
85.9%
Common 1848
 
13.5%
Hangul 81
 
0.6%
Greek 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 4
 
4.9%
초 3
 
3.7%
분 3
 
3.7%
크 2
 
2.5%
현 2
 
2.5%
미 2
 
2.5%
리 2
 
2.5%
자 2
 
2.5%
중 2
 
2.5%
경 2
 
2.5%
Other values (53) 57
70.4%
Latin
ValueCountFrequency (%)
e 1145
 
9.7%
r 764
 
6.5%
t 756
 
6.4%
o 747
 
6.3%
i 746
 
6.3%
a 684
 
5.8%
n 575
 
4.9%
s 529
 
4.5%
c 460
 
3.9%
l 450
 
3.8%
Other values (42) 4932
41.8%
Common
ValueCountFrequency (%)
1232
66.7%
- 125
 
6.8%
) 97
 
5.2%
( 97
 
5.2%
0 88
 
4.8%
4 27
 
1.5%
/ 27
 
1.5%
2 20
 
1.1%
1 20
 
1.1%
3 18
 
1.0%
Other values (15) 97
 
5.2%
Greek
ValueCountFrequency (%)
μ 1
50.0%
Φ 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 13636
99.4%
Hangul 81
 
0.6%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1232
 
9.0%
e 1145
 
8.4%
r 764
 
5.6%
t 756
 
5.5%
o 747
 
5.5%
i 746
 
5.5%
a 684
 
5.0%
n 575
 
4.2%
s 529
 
3.9%
c 460
 
3.4%
Other values (67) 5998
44.0%
Hangul
ValueCountFrequency (%)
기 4
 
4.9%
초 3
 
3.7%
분 3
 
3.7%
크 2
 
2.5%
현 2
 
2.5%
미 2
 
2.5%
리 2
 
2.5%
자 2
 
2.5%
중 2
 
2.5%
경 2
 
2.5%
Other values (53) 57
70.4%
None
ValueCountFrequency (%)
μ 1
50.0%
Φ 1
50.0%

시설장비등록번호
Text

Distinct320
Distinct (%)75.7%
Missing1
Missing (%)0.2%
Memory size3.4 KiB
2023-12-12T07:48:41.700355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length19
Mean length14.983452
Min length2

Characters and Unicode

Total characters6338
Distinct characters18
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique316 ?
Unique (%)74.7%

Sample

1st rowNFEC-2014-07-190154
2nd rowNFEC-2012-03-156254
3rd rowNFEC-2015-11-205947
4th rowNFEC-2007-06-052030
5th rowNFEC-2008-06-059214
ValueCountFrequency (%)
없음 100
 
23.6%
nfec-2015-04-200963 3
 
0.7%
nfec-2013-07-180688 2
 
0.5%
nfec-2013-05-179437 2
 
0.5%
nfec-2007-07-051915 1
 
0.2%
nfec-2018-06-244232 1
 
0.2%
nfec-2022-04-278093 1
 
0.2%
nfec-2018-06-244231 1
 
0.2%
nfec-2013-09-182587 1
 
0.2%
nfec-2018-12-247556 1
 
0.2%
Other values (310) 310
73.3%
2023-12-12T07:48:42.066958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 969
15.3%
0 848
13.4%
2 776
12.2%
1 642
10.1%
N 323
 
5.1%
F 323
 
5.1%
E 323
 
5.1%
C 323
 
5.1%
7 244
 
3.8%
9 241
 
3.8%
Other values (8) 1326
20.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3876
61.2%
Uppercase Letter 1292
 
20.4%
Dash Punctuation 969
 
15.3%
Other Letter 200
 
3.2%
Control 1
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 848
21.9%
2 776
20.0%
1 642
16.6%
7 244
 
6.3%
9 241
 
6.2%
5 237
 
6.1%
6 236
 
6.1%
8 228
 
5.9%
4 228
 
5.9%
3 196
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
N 323
25.0%
F 323
25.0%
E 323
25.0%
C 323
25.0%
Other Letter
ValueCountFrequency (%)
없 100
50.0%
음 100
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 969
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4846
76.5%
Latin 1292
 
20.4%
Hangul 200
 
3.2%

Most frequent character per script

Common
ValueCountFrequency (%)
- 969
20.0%
0 848
17.5%
2 776
16.0%
1 642
13.2%
7 244
 
5.0%
9 241
 
5.0%
5 237
 
4.9%
6 236
 
4.9%
8 228
 
4.7%
4 228
 
4.7%
Other values (2) 197
 
4.1%
Latin
ValueCountFrequency (%)
N 323
25.0%
F 323
25.0%
E 323
25.0%
C 323
25.0%
Hangul
ValueCountFrequency (%)
없 100
50.0%
음 100
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6138
96.8%
Hangul 200
 
3.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 969
15.8%
0 848
13.8%
2 776
12.6%
1 642
10.5%
N 323
 
5.3%
F 323
 
5.3%
E 323
 
5.3%
C 323
 
5.3%
7 244
 
4.0%
9 241
 
3.9%
Other values (6) 1126
18.3%
Hangul
ValueCountFrequency (%)
없 100
50.0%
음 100
50.0%

모델명
Text

Distinct371
Distinct (%)87.5%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T07:48:42.443390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length83
Median length45
Mean length11.891509
Min length2

Characters and Unicode

Total characters5042
Distinct characters111
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique350 ?
Unique (%)82.5%

Sample

1st row알수없음
2nd rowMDA-400S
3rd rowATOMIC CLASSIC ALD MODULE
4th rowGamma cell 3000
5th rowuniversal slim line unit
ValueCountFrequency (%)
알수없음 28
 
3.4%
system 10
 
1.2%
8
 
1.0%
ii 7
 
0.9%
eclipse 5
 
0.6%
lsm 5
 
0.6%
f1 4
 
0.5%
g2 4
 
0.5%
tecnai 4
 
0.5%
모델명 4
 
0.5%
Other values (626) 734
90.3%
2023-12-12T07:48:43.116371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
402
 
8.0%
0 368
 
7.3%
S 189
 
3.7%
e 186
 
3.7%
i 161
 
3.2%
- 161
 
3.2%
a 160
 
3.2%
o 141
 
2.8%
1 128
 
2.5%
t 128
 
2.5%
Other values (101) 3018
59.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1642
32.6%
Uppercase Letter 1600
31.7%
Decimal Number 978
19.4%
Space Separator 409
 
8.1%
Other Letter 171
 
3.4%
Dash Punctuation 161
 
3.2%
Other Punctuation 44
 
0.9%
Close Punctuation 11
 
0.2%
Open Punctuation 11
 
0.2%
Control 6
 
0.1%
Other values (4) 9
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
음 32
18.7%
없 32
18.7%
수 28
16.4%
알 28
16.4%
델 4
 
2.3%
모 4
 
2.3%
명 4
 
2.3%
제 3
 
1.8%
작 3
 
1.8%
기 3
 
1.8%
Other values (19) 30
17.5%
Lowercase Letter
ValueCountFrequency (%)
e 186
11.3%
i 161
9.8%
a 160
9.7%
o 141
 
8.6%
t 128
 
7.8%
r 124
 
7.6%
s 93
 
5.7%
n 92
 
5.6%
l 90
 
5.5%
m 76
 
4.6%
Other values (18) 391
23.8%
Uppercase Letter
ValueCountFrequency (%)
S 189
 
11.8%
A 120
 
7.5%
M 119
 
7.4%
C 109
 
6.8%
I 100
 
6.2%
T 99
 
6.2%
P 93
 
5.8%
E 91
 
5.7%
L 81
 
5.1%
F 64
 
4.0%
Other values (16) 535
33.4%
Decimal Number
ValueCountFrequency (%)
0 368
37.6%
1 128
 
13.1%
2 103
 
10.5%
5 84
 
8.6%
4 63
 
6.4%
3 61
 
6.2%
6 53
 
5.4%
8 47
 
4.8%
7 38
 
3.9%
9 33
 
3.4%
Other Punctuation
ValueCountFrequency (%)
, 18
40.9%
/ 11
25.0%
& 4
 
9.1%
. 4
 
9.1%
# 3
 
6.8%
* 2
 
4.5%
＊ 2
 
4.5%
Space Separator
ValueCountFrequency (%)
402
98.3%
　 7
 
1.7%
Letter Number
ValueCountFrequency (%)
Ⅲ 1
50.0%
Ⅱ 1
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 161
100.0%
Close Punctuation
ValueCountFrequency (%)
) 11
100.0%
Open Punctuation
ValueCountFrequency (%)
( 11
100.0%
Control
ValueCountFrequency (%)
6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 3
100.0%
Math Symbol
ValueCountFrequency (%)
+ 3
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3242
64.3%
Common 1627
32.3%
Hangul 171
 
3.4%
Greek 2
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
S 189
 
5.8%
e 186
 
5.7%
i 161
 
5.0%
a 160
 
4.9%
o 141
 
4.3%
t 128
 
3.9%
r 124
 
3.8%
A 120
 
3.7%
M 119
 
3.7%
C 109
 
3.4%
Other values (44) 1805
55.7%
Hangul
ValueCountFrequency (%)
음 32
18.7%
없 32
18.7%
수 28
16.4%
알 28
16.4%
델 4
 
2.3%
모 4
 
2.3%
명 4
 
2.3%
제 3
 
1.8%
작 3
 
1.8%
기 3
 
1.8%
Other values (19) 30
17.5%
Common
ValueCountFrequency (%)
402
24.7%
0 368
22.6%
- 161
9.9%
1 128
 
7.9%
2 103
 
6.3%
5 84
 
5.2%
4 63
 
3.9%
3 61
 
3.7%
6 53
 
3.3%
8 47
 
2.9%
Other values (16) 157
 
9.6%
Greek
ValueCountFrequency (%)
μ 1
50.0%
α 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4857
96.3%
Hangul 171
 
3.4%
None 11
 
0.2%
Number Forms 2
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
402
 
8.3%
0 368
 
7.6%
S 189
 
3.9%
e 186
 
3.8%
i 161
 
3.3%
- 161
 
3.3%
a 160
 
3.3%
o 141
 
2.9%
1 128
 
2.6%
t 128
 
2.6%
Other values (65) 2833
58.3%
Hangul
ValueCountFrequency (%)
음 32
18.7%
없 32
18.7%
수 28
16.4%
알 28
16.4%
델 4
 
2.3%
모 4
 
2.3%
명 4
 
2.3%
제 3
 
1.8%
작 3
 
1.8%
기 3
 
1.8%
Other values (19) 30
17.5%
None
ValueCountFrequency (%)
　 7
63.6%
＊ 2
 
18.2%
μ 1
 
9.1%
α 1
 
9.1%
Number Forms
ValueCountFrequency (%)
Ⅲ 1
50.0%
Ⅱ 1
50.0%
Punctuation
ValueCountFrequency (%)
’ 1
100.0%

제작사
Text

Distinct217
Distinct (%)51.4%
Missing2
Missing (%)0.5%
Memory size3.4 KiB
2023-12-12T07:48:43.377497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length108
Median length31
Mean length10.952607
Min length2

Characters and Unicode

Total characters4622
Distinct characters172
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique154 ?
Unique (%)36.5%

Sample

1st row(주)다다
2nd row마이다스시스템(주)
3rd row씨엔원
4th rowBest Theratronics
5th rowTecniplast
ValueCountFrequency (%)
technologies 27
 
4.1%
agilent 20
 
3.1%
thermo 20
 
3.1%
scientific 18
 
2.8%
알수없음 16
 
2.5%
fisher 14
 
2.1%
nikon 13
 
2.0%
instruments 13
 
2.0%
fei 12
 
1.8%
zeiss 11
 
1.7%
Other values (273) 489
74.9%
2023-12-12T07:48:43.799842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
e 407
 
8.8%
i 316
 
6.8%
n 274
 
5.9%
o 251
 
5.4%
234
 
5.1%
r 222
 
4.8%
s 206
 
4.5%
c 204
 
4.4%
t 203
 
4.4%
a 173
 
3.7%
Other values (162) 2132
46.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 3075
66.5%
Uppercase Letter 763
 
16.5%
Other Letter 427
 
9.2%
Space Separator 234
 
5.1%
Close Punctuation 35
 
0.8%
Open Punctuation 35
 
0.8%
Other Punctuation 29
 
0.6%
Dash Punctuation 12
 
0.3%
Decimal Number 10
 
0.2%
Other Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 30
 
7.0%
주 26
 
6.1%
이 20
 
4.7%
음 17
 
4.0%
알 17
 
4.0%
없 17
 
4.0%
텍 16
 
3.7%
수 16
 
3.7%
기 14
 
3.3%
크 14
 
3.3%
Other values (98) 240
56.2%
Uppercase Letter
ValueCountFrequency (%)
T 92
 
12.1%
S 72
 
9.4%
A 59
 
7.7%
C 55
 
7.2%
I 54
 
7.1%
B 46
 
6.0%
E 46
 
6.0%
N 42
 
5.5%
L 32
 
4.2%
F 31
 
4.1%
Other values (16) 234
30.7%
Lowercase Letter
ValueCountFrequency (%)
e 407
13.2%
i 316
10.3%
n 274
8.9%
o 251
 
8.2%
r 222
 
7.2%
s 206
 
6.7%
c 204
 
6.6%
t 203
 
6.6%
a 173
 
5.6%
l 161
 
5.2%
Other values (15) 658
21.4%
Other Punctuation
ValueCountFrequency (%)
. 14
48.3%
, 7
24.1%
/ 5
 
17.2%
& 3
 
10.3%
Decimal Number
ValueCountFrequency (%)
3 5
50.0%
1 3
30.0%
0 1
 
10.0%
7 1
 
10.0%
Space Separator
ValueCountFrequency (%)
234
100.0%
Close Punctuation
ValueCountFrequency (%)
) 35
100.0%
Open Punctuation
ValueCountFrequency (%)
( 35
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3838
83.0%
Hangul 429
 
9.3%
Common 355
 
7.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 30
 
7.0%
주 26
 
6.1%
이 20
 
4.7%
음 17
 
4.0%
알 17
 
4.0%
없 17
 
4.0%
텍 16
 
3.7%
수 16
 
3.7%
기 14
 
3.3%
크 14
 
3.3%
Other values (99) 242
56.4%
Latin
ValueCountFrequency (%)
e 407
 
10.6%
i 316
 
8.2%
n 274
 
7.1%
o 251
 
6.5%
r 222
 
5.8%
s 206
 
5.4%
c 204
 
5.3%
t 203
 
5.3%
a 173
 
4.5%
l 161
 
4.2%
Other values (41) 1421
37.0%
Common
ValueCountFrequency (%)
234
65.9%
) 35
 
9.9%
( 35
 
9.9%
. 14
 
3.9%
- 12
 
3.4%
, 7
 
2.0%
/ 5
 
1.4%
3 5
 
1.4%
1 3
 
0.8%
& 3
 
0.8%
Other values (2) 2
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4193
90.7%
Hangul 427
 
9.2%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 407
 
9.7%
i 316
 
7.5%
n 274
 
6.5%
o 251
 
6.0%
234
 
5.6%
r 222
 
5.3%
s 206
 
4.9%
c 204
 
4.9%
t 203
 
4.8%
a 173
 
4.1%
Other values (53) 1703
40.6%
Hangul
ValueCountFrequency (%)
스 30
 
7.0%
주 26
 
6.1%
이 20
 
4.7%
음 17
 
4.0%
알 17
 
4.0%
없 17
 
4.0%
텍 16
 
3.7%
수 16
 
3.7%
기 14
 
3.3%
크 14
 
3.3%
Other values (98) 240
56.2%
None
ValueCountFrequency (%)
㈜ 2
100.0%

설치장소
Text

Distinct224
Distinct (%)52.8%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-12-12T07:48:44.070696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length16
Mean length15.997642
Min length8

Characters and Unicode

Total characters6783
Distinct characters146
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

Unique144 ?
Unique (%)34.0%

Sample

1st rowKI빌딩/E4/지하1층/015호/클린룸
2nd rowKI빌딩/E4/지하1층/015호/클린룸
3rd row미래융합소자동/E3-3/1층/나노융합펩
4th row바이오모델시스템파크/E18-1/1층
5th row바이오모델시스템파크/E18-1
ValueCountFrequency (%)
중앙분석센터/w8-1/307호 16
 
3.6%
정문술빌딩/e16/b101호 12
 
2.7%
의과학연구센터/e7/1103호 9
 
2.0%
중앙분석센터/w8-1/106호 8
 
1.8%
중앙분석센터/w8-1/303호 8
 
1.8%
중앙분석센터/w8-1/205호 8
 
1.8%
응용공학동/w1-1/1420호 7
 
1.6%
중앙분석센터/w8-1/204호 6
 
1.3%
중앙분석센터/w8-1/206호 6
 
1.3%
중앙분석센터/w8-1/308호 6
 
1.3%
Other values (232) 364
80.9%
2023-12-12T07:48:44.437919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 842
 
12.4%
1 641
 
9.5%
호 357
 
5.3%
- 288
 
4.2%
3 279
 
4.1%
0 248
 
3.7%
E 236
 
3.5%
동 218
 
3.2%
2 215
 
3.2%
6 191
 
2.8%
Other values (136) 3268
48.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2932
43.2%
Decimal Number 2123
31.3%
Other Punctuation 842
 
12.4%
Uppercase Letter 536
 
7.9%
Dash Punctuation 288
 
4.2%
Space Separator 27
 
0.4%
Lowercase Letter 25
 
0.4%
Open Punctuation 5
 
0.1%
Close Punctuation 5
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
호 357
 
12.2%
동 218
 
7.4%
학 182
 
6.2%
센 121
 
4.1%
터 120
 
4.1%
과 100
 
3.4%
연 93
 
3.2%
분 89
 
3.0%
공 86
 
2.9%
앙 79
 
2.7%
Other values (97) 1487
50.7%
Uppercase Letter
ValueCountFrequency (%)
E 236
44.0%
W 134
25.0%
N 38
 
7.1%
I 30
 
5.6%
K 29
 
5.4%
B 24
 
4.5%
C 12
 
2.2%
A 9
 
1.7%
P 8
 
1.5%
S 6
 
1.1%
Other values (5) 10
 
1.9%
Decimal Number
ValueCountFrequency (%)
1 641
30.2%
3 279
13.1%
0 248
 
11.7%
2 215
 
10.1%
6 191
 
9.0%
4 162
 
7.6%
8 134
 
6.3%
5 110
 
5.2%
7 86
 
4.1%
9 57
 
2.7%
Lowercase Letter
ValueCountFrequency (%)
o 7
28.0%
l 4
16.0%
e 3
12.0%
m 3
12.0%
a 2
 
8.0%
n 2
 
8.0%
r 2
 
8.0%
f 1
 
4.0%
w 1
 
4.0%
Other Punctuation
ValueCountFrequency (%)
/ 842
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 288
100.0%
Space Separator
ValueCountFrequency (%)
27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3290
48.5%
Hangul 2932
43.2%
Latin 561
 
8.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
호 357
 
12.2%
동 218
 
7.4%
학 182
 
6.2%
센 121
 
4.1%
터 120
 
4.1%
과 100
 
3.4%
연 93
 
3.2%
분 89
 
3.0%
공 86
 
2.9%
앙 79
 
2.7%
Other values (97) 1487
50.7%
Latin
ValueCountFrequency (%)
E 236
42.1%
W 134
23.9%
N 38
 
6.8%
I 30
 
5.3%
K 29
 
5.2%
B 24
 
4.3%
C 12
 
2.1%
A 9
 
1.6%
P 8
 
1.4%
o 7
 
1.2%
Other values (14) 34
 
6.1%
Common
ValueCountFrequency (%)
/ 842
25.6%
1 641
19.5%
- 288
 
8.8%
3 279
 
8.5%
0 248
 
7.5%
2 215
 
6.5%
6 191
 
5.8%
4 162
 
4.9%
8 134
 
4.1%
5 110
 
3.3%
Other values (5) 180
 
5.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3851
56.8%
Hangul 2932
43.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 842
21.9%
1 641
16.6%
- 288
 
7.5%
3 279
 
7.2%
0 248
 
6.4%
E 236
 
6.1%
2 215
 
5.6%
6 191
 
5.0%
4 162
 
4.2%
8 134
 
3.5%
Other values (29) 615
16.0%
Hangul
ValueCountFrequency (%)
호 357
 
12.2%
동 218
 
7.4%
학 182
 
6.2%
센 121
 
4.1%
터 120
 
4.1%
과 100
 
3.4%
연 93
 
3.2%
분 89
 
3.0%
공 86
 
2.9%
앙 79
 
2.7%
Other values (97) 1487
50.7%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023-07-20
424 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-20
2nd row2023-07-20
3rd row2023-07-20
4th row2023-07-20
5th row2023-07-20

Common Values

ValueCountFrequency (%)
2023-07-20 424
100.0%

Length

2023-12-12T07:48:44.584296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:48:44.682658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-20 424
100.0%

Missing values

2023-12-12T07:48:38.903458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T07:48:39.074789image/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.
2023-12-12T07:48:39.191435image/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

조사년도보유부서장비명(한글)장비명(영문)시설장비등록번호모델명제작사설치장소데이터기준일
02023KAIST 나노융합연구소이온 플라즈마 식각 및 스퍼터 챔버in-situ Ion etching & DC sputter ChamberNFEC-2014-07-190154알수없음(주)다다KI빌딩/E4/지하1층/015호/클린룸2023-07-20
12023KAIST 나노융합연구소마스크 얼리인어Mask AlignerNFEC-2012-03-156254MDA-400S마이다스시스템(주)KI빌딩/E4/지하1층/015호/클린룸2023-07-20
22023KAIST 나노융합연구소원자층 증착장비ALD(Atomic Layer Deposition)NFEC-2015-11-205947ATOMIC CLASSIC ALD MODULE씨엔원미래융합소자동/E3-3/1층/나노융합펩2023-07-20
32023KAIST 실험동물센터생물학 연구용 감마선조사기CELL IRRADIATION SYSTEMNFEC-2007-06-052030Gamma cell 3000Best Theratronics바이오모델시스템파크/E18-1/1층2023-07-20
42023KAIST 실험동물센터실험용마우스위탁공급시스템Laboratory Mouse Supply SystemNFEC-2008-06-059214universal slim line unitTecniplast바이오모델시스템파크/E18-12023-07-20
52023KAIST 실험동물센터배아 동결 시스템Embryo & Sperm Freezing SystemNFEC-2014-06-189059Cryosystem2000Mve바이오모델시스템파크/E18-1/2층복도2023-07-20
62023KAIST 실험동물센터체외수정 시스템IVF(In Vitro Fertilization) system없음DM3000B + ManipulatorLeica대전질환모델동물센터/E18-2/208호2023-07-20
72023KAIST 실험동물센터개별환기마우스사육장치-감염동물실 출입Individual Ventilated System-감염동물실 출입NFEC-2007-06-052037Seal Safe IVC Rack SetTecniplast바이오모델시스템파크/E18/1층/동물실험실2023-07-20
82023KAIST 줄기세포연구센터마이크로톰Histology Slide Manufacturing SystemNFEC-2022-10-281977CM1520Leica기초과학동/E6-6/412호2023-07-20
92023KAIST 줄기세포연구센터초해상도 회전 디스크 공초점 현미경Super-resolution spinning disk field scanning confocal systemNFEC-2021-01-267197CSU-W1Nikon기초과학동/E6-6/409호2023-07-20
조사년도보유부서장비명(한글)장비명(영문)시설장비등록번호모델명제작사설치장소데이터기준일
4142023화학과레이저발생기Traveling-wave Optical Parametric Amplifier System없음TP8-TOPAS-P알수없음자연과학동/E6-4/2113호2023-07-20
4152023화학과비표면적측정장치( 물리적흡착분석 )Automatic Physisorption AnalyzerNFEC-2017-02-2362143FlexMicromeritics기초과학동/E6-6/617호2023-07-20
4162023화학과400Mhz 핵자기공명분광기(AS400)400Mhz NMR Spectrometer(AS400)NFEC-2018-03-242614AVANCE III HDBruker자연과학동/E6-4/1129호2023-07-20
4172023화학과실험용박스로Hermetically Sealed System없음KK-011AS-EXTRA고려기연자연과학동/E6-4/3118호2023-07-20
4182023화학과입자측정장치Nano ZSP없음ZEN 5600Malvern자연과학동/E6-4/5109호2023-07-20
4192023화학과유도결합플라즈마 분광광도계Inductively Coupled Plasma - Optical Emission Spectrometer (ICP-OES)없음5110 VDV ICP-OESAgilent Technologies자연과학동/E6-4/1113호2023-07-20
4202023화학과투과전자현미경 (300kV) (화학과 구(T3))Field Emission TEM (300kV)NFEC-2011-02-144826Tecnai F30 STFEI자연과학동/E6-4/1101호2023-07-20
4212023화학과500MHz 핵자기공명분광기500MHz-NMR Spectrometer(Bruker AVANCE NEO)NFEC-2020-08-264413AVANCE NEO 500Bruker자연과학동/E6-4/1129호2023-07-20
4222023화학과중압 액체 크로마토그래피MPLC (Medium pressure liquid chromatography)NFEC-2021-06-271152CombiFlash NextGen 300Teledyne Isco자연과학동/E6-4/4116호2023-07-20
4232023화학과진공 웨이퍼 열접착장비vacuum wafer thermal bonderNFEC-2023-05-287817개발장비(주)휴템기초과학동/E6-6/110호2023-07-20

Duplicate rows

Most frequently occurring

조사년도보유부서장비명(한글)장비명(영문)시설장비등록번호모델명제작사설치장소데이터기준일# duplicates
02023바이오및뇌공학과개별환기사육장치New Isolation Cage Rack없음알수없음알수없음양분순빌딩 E16-1 B05호2023-07-202
12023바이오및뇌공학과개별환기사육장치New Isolation Cage Rack없음알수없음알수없음양분순빌딩/E16-1/B05호2023-07-202