Overview

Dataset statistics

Number of variables3
Number of observations918
Missing cells223
Missing cells (%)8.1%
Duplicate rows2
Duplicate rows (%)0.2%
Total size in memory21.6 KiB
Average record size in memory24.1 B

Variable types

Text2
DateTime1

Dataset

Description중소벤처기업부 및 창업진흥원이 운영하는 메이크올 사이트에 등록되어 있으며 사용자들이 신청, 이용할 수 있는 장비 정보. 장비명, 규격 및 모델, 등록일
Author창업진흥원
URLhttps://www.data.go.kr/data/15088125/fileData.do

Alerts

Dataset has 2 (0.2%) duplicate rowsDuplicates
규격 및 모델 has 223 (24.3%) missing valuesMissing

Reproduction

Analysis started2023-12-12 23:18:47.299701
Analysis finished2023-12-12 23:18:47.795178
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

장비명
Text

Distinct350
Distinct (%)38.1%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2023-12-13T08:18:48.101349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length28
Mean length6.2374728
Min length2

Characters and Unicode

Total characters5726
Distinct characters333
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

Unique279 ?
Unique (%)30.4%

Sample

1st row3D 프린터
2nd row3D 프린터
3rd row3D 프린터
4th row비닐커터
5th rowCNC
ValueCountFrequency (%)
3d 322
21.8%
프린터 262
17.7%
3d프린터 70
 
4.7%
스캐너 47
 
3.2%
cnc 45
 
3.0%
레이저 29
 
2.0%
레이저커터 25
 
1.7%
커터 22
 
1.5%
조각기 18
 
1.2%
펜 8
 
0.5%
Other values (407) 630
42.6%
2023-12-13T08:18:48.882139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
560
 
9.8%
터 434
 
7.6%
D 433
 
7.6%
3 428
 
7.5%
프 375
 
6.5%
린 352
 
6.1%
기 158
 
2.8%
C 122
 
2.1%
이 117
 
2.0%
스 99
 
1.7%
Other values (323) 2648
46.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3423
59.8%
Uppercase Letter 844
 
14.7%
Space Separator 560
 
9.8%
Decimal Number 532
 
9.3%
Lowercase Letter 279
 
4.9%
Close Punctuation 33
 
0.6%
Open Punctuation 33
 
0.6%
Other Punctuation 14
 
0.2%
Dash Punctuation 7
 
0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
터 434
 
12.7%
프 375
 
11.0%
린 352
 
10.3%
기 158
 
4.6%
이 117
 
3.4%
스 99
 
2.9%
레 92
 
2.7%
커 77
 
2.2%
저 70
 
2.0%
너 59
 
1.7%
Other values (256) 1590
46.5%
Uppercase Letter
ValueCountFrequency (%)
D 433
51.3%
C 122
 
14.5%
N 56
 
6.6%
P 25
 
3.0%
S 23
 
2.7%
L 20
 
2.4%
R 19
 
2.3%
O 18
 
2.1%
M 17
 
2.0%
F 17
 
2.0%
Other values (15) 94
 
11.1%
Lowercase Letter
ValueCountFrequency (%)
e 34
12.2%
t 32
11.5%
r 27
9.7%
n 26
9.3%
i 24
8.6%
a 20
 
7.2%
o 19
 
6.8%
c 18
 
6.5%
s 16
 
5.7%
m 8
 
2.9%
Other values (13) 55
19.7%
Decimal Number
ValueCountFrequency (%)
3 428
80.5%
0 44
 
8.3%
1 17
 
3.2%
5 15
 
2.8%
6 10
 
1.9%
2 8
 
1.5%
4 4
 
0.8%
9 3
 
0.6%
7 2
 
0.4%
8 1
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 5
35.7%
, 5
35.7%
/ 3
21.4%
& 1
 
7.1%
Space Separator
ValueCountFrequency (%)
560
100.0%
Close Punctuation
ValueCountFrequency (%)
) 33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 33
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3423
59.8%
Common 1180
 
20.6%
Latin 1123
 
19.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
터 434
 
12.7%
프 375
 
11.0%
린 352
 
10.3%
기 158
 
4.6%
이 117
 
3.4%
스 99
 
2.9%
레 92
 
2.7%
커 77
 
2.2%
저 70
 
2.0%
너 59
 
1.7%
Other values (256) 1590
46.5%
Latin
ValueCountFrequency (%)
D 433
38.6%
C 122
 
10.9%
N 56
 
5.0%
e 34
 
3.0%
t 32
 
2.8%
r 27
 
2.4%
n 26
 
2.3%
P 25
 
2.2%
i 24
 
2.1%
S 23
 
2.0%
Other values (38) 321
28.6%
Common
ValueCountFrequency (%)
560
47.5%
3 428
36.3%
0 44
 
3.7%
) 33
 
2.8%
( 33
 
2.8%
1 17
 
1.4%
5 15
 
1.3%
6 10
 
0.8%
2 8
 
0.7%
- 7
 
0.6%
Other values (9) 25
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3422
59.8%
ASCII 2303
40.2%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
560
24.3%
D 433
18.8%
3 428
18.6%
C 122
 
5.3%
N 56
 
2.4%
0 44
 
1.9%
e 34
 
1.5%
) 33
 
1.4%
( 33
 
1.4%
t 32
 
1.4%
Other values (57) 528
22.9%
Hangul
ValueCountFrequency (%)
터 434
 
12.7%
프 375
 
11.0%
린 352
 
10.3%
기 158
 
4.6%
이 117
 
3.4%
스 99
 
2.9%
레 92
 
2.7%
커 77
 
2.3%
저 70
 
2.0%
너 59
 
1.7%
Other values (255) 1589
46.4%
Compat Jamo
ValueCountFrequency (%)
ㄷ 1
100.0%

규격 및 모델
Text

MISSING 

Distinct681
Distinct (%)98.0%
Missing223
Missing (%)24.3%
Memory size7.3 KiB
2023-12-13T08:18:49.199683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length248
Median length84
Mean length38.427338
Min length1

Characters and Unicode

Total characters26707
Distinct characters461
Distinct categories16 ?
Distinct scripts5 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique670 ?
Unique (%)96.4%

Sample

1st row모델:CREATABLE D2 규격:200X200X190mm FDM
2nd row모델:Ultimaker 2 규격:230x225x205mm PLA FDM
3rd row모델:OC Almond 규격:306x420x357mm ABS FDM
4th row모델:SILHOUETTE CAMEO 규격:12×24 inch (카메오) 작업 공간
5th row모델:MODELA SRM-20 규격:150 90 70 (mm) 작업 영역은 8 (X) x 6 (Y) x 2 ~ 3 / 8 (Z) in 최대 적재 중량은 2.2 lb
ValueCountFrequency (%)
383
 
9.0%
x 198
 
4.7%
3d 137
 
3.2%
출력사이즈 101
 
2.4%
프린터 94
 
2.2%
pla 64
 
1.5%
모델명 51
 
1.2%
mm 48
 
1.1%
abs 38
 
0.9%
200 34
 
0.8%
Other values (1874) 3086
72.9%
2023-12-13T08:18:49.707193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3547
 
13.3%
0 1794
 
6.7%
m 1604
 
6.0%
) 858
 
3.2%
( 854
 
3.2%
1 670
 
2.5%
2 657
 
2.5%
3 576
 
2.2%
: 558
 
2.1%
5 557
 
2.1%
Other values (451) 15032
56.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6019
22.5%
Decimal Number 5162
19.3%
Lowercase Letter 4745
17.8%
Uppercase Letter 3602
13.5%
Space Separator 3547
13.3%
Other Punctuation 1276
 
4.8%
Close Punctuation 866
 
3.2%
Open Punctuation 862
 
3.2%
Math Symbol 349
 
1.3%
Dash Punctuation 254
 
1.0%
Other values (6) 25
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 421
 
7.0%
로 342
 
5.7%
모 251
 
4.2%
델 250
 
4.2%
가 228
 
3.8%
사 225
 
3.7%
즈 194
 
3.2%
출 183
 
3.0%
력 182
 
3.0%
세 161
 
2.7%
Other values (357) 3582
59.5%
Lowercase Letter
ValueCountFrequency (%)
m 1604
33.8%
e 337
 
7.1%
x 304
 
6.4%
o 280
 
5.9%
r 270
 
5.7%
i 235
 
5.0%
t 233
 
4.9%
a 193
 
4.1%
n 193
 
4.1%
s 175
 
3.7%
Other values (17) 921
19.4%
Uppercase Letter
ValueCountFrequency (%)
D 378
 
10.5%
S 299
 
8.3%
P 298
 
8.3%
A 285
 
7.9%
C 249
 
6.9%
M 201
 
5.6%
L 197
 
5.5%
E 180
 
5.0%
F 162
 
4.5%
T 145
 
4.0%
Other values (17) 1208
33.5%
Decimal Number
ValueCountFrequency (%)
0 1794
34.8%
1 670
 
13.0%
2 657
 
12.7%
3 576
 
11.2%
5 557
 
10.8%
4 280
 
5.4%
6 184
 
3.6%
8 164
 
3.2%
9 153
 
3.0%
7 127
 
2.5%
Other Punctuation
ValueCountFrequency (%)
: 558
43.7%
" 283
22.2%
, 190
 
14.9%
. 116
 
9.1%
/ 95
 
7.4%
· 29
 
2.3%
※ 2
 
0.2%
@ 1
 
0.1%
' 1
 
0.1%
& 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
× 322
92.3%
~ 17
 
4.9%
+ 8
 
2.3%
> 1
 
0.3%
< 1
 
0.3%
Other Symbol
ValueCountFrequency (%)
® 3
33.3%
㈜ 3
33.3%
™ 2
22.2%
ⓡ 1
 
11.1%
Close Punctuation
ValueCountFrequency (%)
) 858
99.1%
] 8
 
0.9%
Open Punctuation
ValueCountFrequency (%)
( 854
99.1%
[ 8
 
0.9%
Space Separator
ValueCountFrequency (%)
3547
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 254
100.0%
Modifier Symbol
ValueCountFrequency (%)
˚ 7
100.0%
Control
ValueCountFrequency (%)
5
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%
Final Punctuation
ValueCountFrequency (%)
” 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 12337
46.2%
Latin 8347
31.3%
Hangul 6018
22.5%
Han 4
 
< 0.1%
Greek 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 421
 
7.0%
로 342
 
5.7%
모 251
 
4.2%
델 250
 
4.2%
가 228
 
3.8%
사 225
 
3.7%
즈 194
 
3.2%
출 183
 
3.0%
력 182
 
3.0%
세 161
 
2.7%
Other values (357) 3581
59.5%
Latin
ValueCountFrequency (%)
m 1604
 
19.2%
D 378
 
4.5%
e 337
 
4.0%
x 304
 
3.6%
S 299
 
3.6%
P 298
 
3.6%
A 285
 
3.4%
o 280
 
3.4%
r 270
 
3.2%
C 249
 
3.0%
Other values (44) 4043
48.4%
Common
ValueCountFrequency (%)
3547
28.8%
0 1794
14.5%
) 858
 
7.0%
( 854
 
6.9%
1 670
 
5.4%
2 657
 
5.3%
3 576
 
4.7%
: 558
 
4.5%
5 557
 
4.5%
× 322
 
2.6%
Other values (28) 1944
15.8%
Han
ValueCountFrequency (%)
社 4
100.0%
Greek
ValueCountFrequency (%)
μ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20313
76.1%
Hangul 6015
 
22.5%
None 361
 
1.4%
Modifier Letters 7
 
< 0.1%
CJK 4
 
< 0.1%
Punctuation 3
 
< 0.1%
Letterlike Symbols 2
 
< 0.1%
Number Forms 1
 
< 0.1%
Enclosed Alphanum 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3547
17.5%
0 1794
 
8.8%
m 1604
 
7.9%
) 858
 
4.2%
( 854
 
4.2%
1 670
 
3.3%
2 657
 
3.2%
3 576
 
2.8%
: 558
 
2.7%
5 557
 
2.7%
Other values (72) 8638
42.5%
Hangul
ValueCountFrequency (%)
이 421
 
7.0%
로 342
 
5.7%
모 251
 
4.2%
델 250
 
4.2%
가 228
 
3.8%
사 225
 
3.7%
즈 194
 
3.2%
출 183
 
3.0%
력 182
 
3.0%
세 161
 
2.7%
Other values (356) 3578
59.5%
None
ValueCountFrequency (%)
× 322
89.2%
· 29
 
8.0%
® 3
 
0.8%
Ø 3
 
0.8%
㈜ 3
 
0.8%
μ 1
 
0.3%
Modifier Letters
ValueCountFrequency (%)
˚ 7
100.0%
CJK
ValueCountFrequency (%)
社 4
100.0%
Punctuation
ValueCountFrequency (%)
※ 2
66.7%
” 1
33.3%
Letterlike Symbols
ValueCountFrequency (%)
™ 2
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
ⓡ 1
100.0%

장비설명등록일
Date

Distinct372
Distinct (%)40.5%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
Minimum2017-03-29 19:29:00
Maximum2018-10-17 11:54:00
2023-12-13T08:18:49.866074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:18:50.011572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Missing values

2023-12-13T08:18:47.683157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:18:47.757132image/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.

Sample

장비명규격 및 모델장비설명등록일
03D 프린터모델:CREATABLE D2 규격:200X200X190mm FDM2017-04-05 13:59
13D 프린터모델:Ultimaker 2 규격:230x225x205mm PLA FDM2017-04-05 14:00
23D 프린터모델:OC Almond 규격:306x420x357mm ABS FDM2017-04-05 14:00
3비닐커터모델:SILHOUETTE CAMEO 규격:12×24 inch (카메오) 작업 공간2017-04-05 14:01
4CNC모델:MODELA SRM-20 규격:150 90 70 (mm) 작업 영역은 8 (X) x 6 (Y) x 2 ~ 3 / 8 (Z) in 최대 적재 중량은 2.2 lb2017-04-05 14:01
5CNC모델:Shopbot PRSalpha 96-48 규격:2,440 1,220 150 (mm)2017-04-05 14:01
6레이저커터모델:Laserpix 규격:1300 900 (mm) / 150W2017-04-05 14:02
7레이저커터모델:X-CUT1390 규격:1300X900mm / 150W2017-04-05 14:02
83D 프린터모델:Projet1500출력사이즈: 171 228 203mmDLP2017-04-05 13:58
93D 프린터모델:에디슨 Plus출력사이즈: 225 145 150mmFDM2017-04-05 13:58
장비명규격 및 모델장비설명등록일
9083D 프린터CUBICON SINGLE PLUS2018-03-30 14:59
9093D 프린터STRATASYS DIMENTION2018-03-30 15:02
9103D 스캐너Solutionix cs+2018-03-30 15:06
9113D 스캐너Artec eva2018-03-30 15:07
912중급형 3D 프린터Stratasys F2702018-04-13 18:13
913레이저 커팅기X CUT 13902018-03-30 15:08
914CNC 가공기Tiny CNC 6060C2018-03-30 15:08
9153D프린터올메이커 3D프린터2018-05-29 18:20
9163D프린터CUBICON SinglePlus 최대 출력 크기 : 240 190 200mm2018-10-16 17:44
917레이저커터trotec Speedy 100 작업가능사이즈 (600 300 150mm)2018-10-17 11:54

Duplicate rows

Most frequently occurring

장비명규격 및 모델장비설명등록일# duplicates
03D 프린터<NA>2017-07-12 19:112
13D프린터3D 프린터 (큐비콘) 출력사이즈 (가로)240mm×(세로)190mm×(높이)200mm "2017-04-05 16:482