Overview

Dataset statistics

Number of variables10
Number of observations1247
Missing cells11
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory98.8 KiB
Average record size in memory81.1 B

Variable types

Numeric1
Text3
Categorical4
DateTime2

Dataset

Description충청남도내 벤처기업 현황에 대한 데이터로 벤처기업 수, 업체명, 확인유형, 업종분류, 주생산품 등의 항목을 제공합니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=400&beforeMenuCd=DOM_000000201001001000&publicdatapk=15040670

Alerts

벤처확인기관 has constant value ""Constant
업종분류(기보) is highly imbalanced (59.4%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2024-01-09 21:41:37.650589
Analysis finished2024-01-09 21:41:38.923146
Duration1.27 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1247
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean624
Minimum1
Maximum1247
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size11.1 KiB
2024-01-10T06:41:38.981430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile63.3
Q1312.5
median624
Q3935.5
95-th percentile1184.7
Maximum1247
Range1246
Interquartile range (IQR)623

Descriptive statistics

Standard deviation360.1222
Coefficient of variation (CV)0.57711891
Kurtosis-1.2
Mean624
Median Absolute Deviation (MAD)312
Skewness0
Sum778128
Variance129688
MonotonicityStrictly increasing
2024-01-10T06:41:39.096735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
830 1
 
0.1%
837 1
 
0.1%
836 1
 
0.1%
835 1
 
0.1%
834 1
 
0.1%
833 1
 
0.1%
832 1
 
0.1%
831 1
 
0.1%
829 1
 
0.1%
Other values (1237) 1237
99.2%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1247 1
0.1%
1246 1
0.1%
1245 1
0.1%
1244 1
0.1%
1243 1
0.1%
1242 1
0.1%
1241 1
0.1%
1240 1
0.1%
1239 1
0.1%
1238 1
0.1%

업체명
Text

Distinct1244
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2024-01-10T06:41:39.327762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length19
Mean length7.8652767
Min length2

Characters and Unicode

Total characters9808
Distinct characters504
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

Unique1241 ?
Unique (%)99.5%

Sample

1st row씨에프테크놀로지
2nd row153인터내셔널 주식회사
3rd row㈜승정
4th row㈜아킨스
5th row㈜혁신과공감
ValueCountFrequency (%)
주식회사 507
 
27.6%
농업회사법인 23
 
1.3%
예비창업자 11
 
0.6%
주 11
 
0.6%
농업회사법인주식회사 4
 
0.2%
유한회사 3
 
0.2%
농업법인회사 3
 
0.2%
디와이씨 2
 
0.1%
ltd 2
 
0.1%
co 2
 
0.1%
Other values (1263) 1270
69.1%
2024-01-10T06:41:39.674988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 673
 
6.9%
601
 
6.1%
사 597
 
6.1%
회 595
 
6.1%
식 553
 
5.6%
㈜ 448
 
4.6%
이 439
 
4.5%
스 347
 
3.5%
에 257
 
2.6%
( 126
 
1.3%
Other values (494) 5172
52.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8347
85.1%
Space Separator 601
 
6.1%
Other Symbol 448
 
4.6%
Open Punctuation 126
 
1.3%
Close Punctuation 126
 
1.3%
Uppercase Letter 91
 
0.9%
Lowercase Letter 42
 
0.4%
Decimal Number 13
 
0.1%
Other Punctuation 10
 
0.1%
Dash Punctuation 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 673
 
8.1%
사 597
 
7.2%
회 595
 
7.1%
식 553
 
6.6%
이 439
 
5.3%
스 347
 
4.2%
에 257
 
3.1%
지 126
 
1.5%
엔 113
 
1.4%
아 106
 
1.3%
Other values (444) 4541
54.4%
Uppercase Letter
ValueCountFrequency (%)
C 11
12.1%
O 10
11.0%
N 9
9.9%
T 8
8.8%
S 7
 
7.7%
L 6
 
6.6%
M 6
 
6.6%
E 6
 
6.6%
H 5
 
5.5%
K 4
 
4.4%
Other values (9) 19
20.9%
Lowercase Letter
ValueCountFrequency (%)
o 8
19.0%
e 5
11.9%
t 4
9.5%
n 3
 
7.1%
p 3
 
7.1%
r 3
 
7.1%
v 2
 
4.8%
d 2
 
4.8%
w 2
 
4.8%
a 2
 
4.8%
Other values (7) 8
19.0%
Decimal Number
ValueCountFrequency (%)
2 3
23.1%
1 3
23.1%
5 3
23.1%
3 2
15.4%
8 1
 
7.7%
6 1
 
7.7%
Other Punctuation
ValueCountFrequency (%)
. 6
60.0%
, 3
30.0%
& 1
 
10.0%
Space Separator
ValueCountFrequency (%)
601
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 448
100.0%
Open Punctuation
ValueCountFrequency (%)
( 126
100.0%
Close Punctuation
ValueCountFrequency (%)
) 126
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8795
89.7%
Common 880
 
9.0%
Latin 133
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 673
 
7.7%
사 597
 
6.8%
회 595
 
6.8%
식 553
 
6.3%
㈜ 448
 
5.1%
이 439
 
5.0%
스 347
 
3.9%
에 257
 
2.9%
지 126
 
1.4%
엔 113
 
1.3%
Other values (445) 4647
52.8%
Latin
ValueCountFrequency (%)
C 11
 
8.3%
O 10
 
7.5%
N 9
 
6.8%
o 8
 
6.0%
T 8
 
6.0%
S 7
 
5.3%
L 6
 
4.5%
M 6
 
4.5%
E 6
 
4.5%
e 5
 
3.8%
Other values (26) 57
42.9%
Common
ValueCountFrequency (%)
601
68.3%
( 126
 
14.3%
) 126
 
14.3%
. 6
 
0.7%
- 4
 
0.5%
2 3
 
0.3%
1 3
 
0.3%
, 3
 
0.3%
5 3
 
0.3%
3 2
 
0.2%
Other values (3) 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8347
85.1%
ASCII 1013
 
10.3%
None 448
 
4.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 673
 
8.1%
사 597
 
7.2%
회 595
 
7.1%
식 553
 
6.6%
이 439
 
5.3%
스 347
 
4.2%
에 257
 
3.1%
지 126
 
1.5%
엔 113
 
1.4%
아 106
 
1.3%
Other values (444) 4541
54.4%
ASCII
ValueCountFrequency (%)
601
59.3%
( 126
 
12.4%
) 126
 
12.4%
C 11
 
1.1%
O 10
 
1.0%
N 9
 
0.9%
o 8
 
0.8%
T 8
 
0.8%
S 7
 
0.7%
. 6
 
0.6%
Other values (39) 101
 
10.0%
None
ValueCountFrequency (%)
㈜ 448
100.0%

벤처확인유형
Categorical

Distinct4
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
혁신성장유형
905 
연구개발유형
196 
벤처투자유형
135 
예비벤처유형
 
11

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
혁신성장유형 905
72.6%
연구개발유형 196
 
15.7%
벤처투자유형 135
 
10.8%
예비벤처유형 11
 
0.9%

Length

2024-01-10T06:41:39.783759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:41:39.860539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
혁신성장유형 905
72.6%
연구개발유형 196
 
15.7%
벤처투자유형 135
 
10.8%
예비벤처유형 11
 
0.9%

간략주소
Categorical

Distinct15
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
충청남도 천안시
557 
충청남도 아산시
309 
충청남도 당진시
61 
충청남도 논산시
59 
충청남도 금산군
 
44
Other values (10)
217 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row충청남도 아산시
2nd row충청남도 천안시
3rd row충청남도 아산시
4th row충청남도 홍성군
5th row충청남도 천안시

Common Values

ValueCountFrequency (%)
충청남도 천안시 557
44.7%
충청남도 아산시 309
24.8%
충청남도 당진시 61
 
4.9%
충청남도 논산시 59
 
4.7%
충청남도 금산군 44
 
3.5%
충청남도 예산군 38
 
3.0%
충청남도 공주시 37
 
3.0%
충청남도 홍성군 29
 
2.3%
충청남도 서산시 29
 
2.3%
충청남도 서천군 17
 
1.4%
Other values (5) 67
 
5.4%

Length

2024-01-10T06:41:39.945791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
충청남도 1247
50.0%
천안시 557
22.3%
아산시 309
 
12.4%
당진시 61
 
2.4%
논산시 59
 
2.4%
금산군 44
 
1.8%
예산군 38
 
1.5%
공주시 37
 
1.5%
홍성군 29
 
1.2%
서산시 29
 
1.2%
Other values (6) 84
 
3.4%

업종분류(기보)
Categorical

IMBALANCE 

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
제조업
1011 
정보처리S/W
 
75
기타
 
73
건설운수
 
25
연구개발서비스
 
23
Other values (2)
 
40

Length

Max length8
Median length3
Mean length3.3817161
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제조업 1011
81.1%
정보처리S/W 75
 
6.0%
기타 73
 
5.9%
건설운수 25
 
2.0%
연구개발서비스 23
 
1.8%
농,어,임,광업 23
 
1.8%
도소매업 17
 
1.4%

Length

2024-01-10T06:41:40.038594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:41:40.127945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제조업 1011
81.1%
정보처리s/w 75
 
6.0%
기타 73
 
5.9%
건설운수 25
 
2.0%
연구개발서비스 23
 
1.8%
농,어,임,광업 23
 
1.8%
도소매업 17
 
1.4%

업종명(10차)
Text

Distinct345
Distinct (%)27.7%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
2024-01-10T06:41:40.369394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length24
Mean length15.593424
Min length3

Characters and Unicode

Total characters19445
Distinct characters312
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique144 ?
Unique (%)11.5%

Sample

1st row디스플레이 제조용 기계 제조업
2nd row기체 여과기 제조업
3rd row자동차용 신품 동력전달장치 제조업
4th row구조용 금속 판제품 및 공작물 제조업
5th row음ㆍ식료품 및 담배 가공기계 제조업
ValueCountFrequency (%)
제조업 949
 
16.5%
및 467
 
8.1%
기타 410
 
7.1%
외 264
 
4.6%
그 257
 
4.5%
기계 173
 
3.0%
제조용 117
 
2.0%
서비스업 75
 
1.3%
반도체 74
 
1.3%
플라스틱 57
 
1.0%
Other values (610) 2913
50.6%
2024-01-10T06:41:40.743393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4510
23.2%
제 1326
 
6.8%
업 1317
 
6.8%
조 1159
 
6.0%
기 919
 
4.7%
및 467
 
2.4%
용 438
 
2.3%
타 421
 
2.2%
품 378
 
1.9%
외 275
 
1.4%
Other values (302) 8235
42.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14793
76.1%
Space Separator 4510
 
23.2%
Other Punctuation 122
 
0.6%
Close Punctuation 8
 
< 0.1%
Open Punctuation 8
 
< 0.1%
Decimal Number 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
제 1326
 
9.0%
업 1317
 
8.9%
조 1159
 
7.8%
기 919
 
6.2%
및 467
 
3.2%
용 438
 
3.0%
타 421
 
2.8%
품 378
 
2.6%
외 275
 
1.9%
그 265
 
1.8%
Other values (297) 7828
52.9%
Space Separator
ValueCountFrequency (%)
4510
100.0%
Other Punctuation
ValueCountFrequency (%)
, 122
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Decimal Number
ValueCountFrequency (%)
1 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14793
76.1%
Common 4652
 
23.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
제 1326
 
9.0%
업 1317
 
8.9%
조 1159
 
7.8%
기 919
 
6.2%
및 467
 
3.2%
용 438
 
3.0%
타 421
 
2.8%
품 378
 
2.6%
외 275
 
1.9%
그 265
 
1.8%
Other values (297) 7828
52.9%
Common
ValueCountFrequency (%)
4510
96.9%
, 122
 
2.6%
) 8
 
0.2%
( 8
 
0.2%
1 4
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14784
76.0%
ASCII 4652
 
23.9%
Compat Jamo 9
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4510
96.9%
, 122
 
2.6%
) 8
 
0.2%
( 8
 
0.2%
1 4
 
0.1%
Hangul
ValueCountFrequency (%)
제 1326
 
9.0%
업 1317
 
8.9%
조 1159
 
7.8%
기 919
 
6.2%
및 467
 
3.2%
용 438
 
3.0%
타 421
 
2.8%
품 378
 
2.6%
외 275
 
1.9%
그 265
 
1.8%
Other values (296) 7819
52.9%
Compat Jamo
ValueCountFrequency (%)
ㆍ 9
100.0%

주생산품
Text

Distinct1200
Distinct (%)97.1%
Missing11
Missing (%)0.9%
Memory size9.9 KiB
2024-01-10T06:41:41.020176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length100
Median length47
Mean length12.081715
Min length1

Characters and Unicode

Total characters14933
Distinct characters652
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1180 ?
Unique (%)95.5%

Sample

1st row반도체/LCD 장비
2nd row전기전자제품
3rd row자동차용 연료펌프 모터부품
4th row철골 및 막구조물
5th row음식료 가공 기계
ValueCountFrequency (%)
및 135
 
4.6%
외 46
 
1.6%
부품 45
 
1.5%
반도체 41
 
1.4%
장비 35
 
1.2%
제조 28
 
0.9%
등 26
 
0.9%
자동차 22
 
0.7%
시스템 19
 
0.6%
디스플레이 19
 
0.6%
Other values (1943) 2547
86.0%
2024-01-10T06:41:41.433628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1763
 
11.8%
, 450
 
3.0%
기 377
 
2.5%
장 291
 
1.9%
제 271
 
1.8%
스 269
 
1.8%
비 253
 
1.7%
품 240
 
1.6%
자 227
 
1.5%
용 207
 
1.4%
Other values (642) 10585
70.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 11403
76.4%
Space Separator 1763
 
11.8%
Uppercase Letter 734
 
4.9%
Other Punctuation 486
 
3.3%
Lowercase Letter 452
 
3.0%
Close Punctuation 38
 
0.3%
Open Punctuation 28
 
0.2%
Decimal Number 23
 
0.2%
Dash Punctuation 5
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 377
 
3.3%
장 291
 
2.6%
제 271
 
2.4%
스 269
 
2.4%
비 253
 
2.2%
품 240
 
2.1%
자 227
 
2.0%
용 207
 
1.8%
동 196
 
1.7%
전 176
 
1.5%
Other values (575) 8896
78.0%
Uppercase Letter
ValueCountFrequency (%)
C 83
11.3%
P 62
 
8.4%
E 60
 
8.2%
L 59
 
8.0%
S 54
 
7.4%
D 54
 
7.4%
T 52
 
7.1%
I 45
 
6.1%
A 37
 
5.0%
B 30
 
4.1%
Other values (16) 198
27.0%
Lowercase Letter
ValueCountFrequency (%)
o 55
12.2%
e 45
10.0%
t 40
 
8.8%
i 38
 
8.4%
a 35
 
7.7%
r 34
 
7.5%
l 34
 
7.5%
n 31
 
6.9%
s 25
 
5.5%
c 13
 
2.9%
Other values (14) 102
22.6%
Decimal Number
ValueCountFrequency (%)
2 12
52.2%
0 6
26.1%
8 2
 
8.7%
3 1
 
4.3%
9 1
 
4.3%
4 1
 
4.3%
Other Punctuation
ValueCountFrequency (%)
, 450
92.6%
/ 23
 
4.7%
. 9
 
1.9%
& 3
 
0.6%
: 1
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 27
96.4%
{ 1
 
3.6%
Space Separator
ValueCountFrequency (%)
1763
100.0%
Close Punctuation
ValueCountFrequency (%)
) 38
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 11403
76.4%
Common 2344
 
15.7%
Latin 1186
 
7.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 377
 
3.3%
장 291
 
2.6%
제 271
 
2.4%
스 269
 
2.4%
비 253
 
2.2%
품 240
 
2.1%
자 227
 
2.0%
용 207
 
1.8%
동 196
 
1.7%
전 176
 
1.5%
Other values (575) 8896
78.0%
Latin
ValueCountFrequency (%)
C 83
 
7.0%
P 62
 
5.2%
E 60
 
5.1%
L 59
 
5.0%
o 55
 
4.6%
S 54
 
4.6%
D 54
 
4.6%
T 52
 
4.4%
I 45
 
3.8%
e 45
 
3.8%
Other values (40) 617
52.0%
Common
ValueCountFrequency (%)
1763
75.2%
, 450
 
19.2%
) 38
 
1.6%
( 27
 
1.2%
/ 23
 
1.0%
2 12
 
0.5%
. 9
 
0.4%
0 6
 
0.3%
- 5
 
0.2%
& 3
 
0.1%
Other values (7) 8
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 11403
76.4%
ASCII 3530
 
23.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1763
49.9%
, 450
 
12.7%
C 83
 
2.4%
P 62
 
1.8%
E 60
 
1.7%
L 59
 
1.7%
o 55
 
1.6%
S 54
 
1.5%
D 54
 
1.5%
T 52
 
1.5%
Other values (57) 838
23.7%
Hangul
ValueCountFrequency (%)
기 377
 
3.3%
장 291
 
2.6%
제 271
 
2.4%
스 269
 
2.4%
비 253
 
2.2%
품 240
 
2.1%
자 227
 
2.0%
용 207
 
1.8%
동 196
 
1.7%
전 176
 
1.5%
Other values (575) 8896
78.0%

벤처유효시작일
Date

Distinct506
Distinct (%)40.6%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
Minimum2021-02-10 00:00:00
Maximum2023-07-26 00:00:00
2024-01-10T06:41:41.550224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:41:41.673237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

벤처유효종료일
Date

Distinct506
Distinct (%)40.6%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
Minimum2024-02-09 00:00:00
Maximum2026-07-25 00:00:00
2024-01-10T06:41:41.819299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:41:41.959271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

벤처확인기관
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
벤처기업확인기관
1247 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
벤처기업확인기관 1247
100.0%

Length

2024-01-10T06:41:42.094051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:41:42.174147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
벤처기업확인기관 1247
100.0%

Interactions

2024-01-10T06:41:38.446725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:41:42.217085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번벤처확인유형간략주소업종분류(기보)
연번1.0000.1550.0520.067
벤처확인유형0.1551.0000.0840.392
간략주소0.0520.0841.0000.271
업종분류(기보)0.0670.3920.2711.000
2024-01-10T06:41:42.308357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
벤처확인유형간략주소업종분류(기보)
벤처확인유형1.0000.0480.279
간략주소0.0481.0000.125
업종분류(기보)0.2790.1251.000
2024-01-10T06:41:42.376274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번벤처확인유형간략주소업종분류(기보)
연번1.0000.0930.0190.034
벤처확인유형0.0931.0000.0480.279
간략주소0.0190.0481.0000.125
업종분류(기보)0.0340.2790.1251.000

Missing values

2024-01-10T06:41:38.770413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:41:38.877872image/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

연번업체명벤처확인유형간략주소업종분류(기보)업종명(10차)주생산품벤처유효시작일벤처유효종료일벤처확인기관
01씨에프테크놀로지혁신성장유형충청남도 아산시제조업디스플레이 제조용 기계 제조업반도체/LCD 장비2021-09-152024-09-14벤처기업확인기관
12153인터내셔널 주식회사혁신성장유형충청남도 천안시제조업기체 여과기 제조업전기전자제품2021-06-162024-06-15벤처기업확인기관
23㈜승정혁신성장유형충청남도 아산시제조업자동차용 신품 동력전달장치 제조업자동차용 연료펌프 모터부품2021-04-282024-04-27벤처기업확인기관
34㈜아킨스혁신성장유형충청남도 홍성군제조업구조용 금속 판제품 및 공작물 제조업철골 및 막구조물2021-04-072024-04-06벤처기업확인기관
45㈜혁신과공감혁신성장유형충청남도 천안시제조업음ㆍ식료품 및 담배 가공기계 제조업음식료 가공 기계2021-08-042024-08-03벤처기업확인기관
56㈜우창혁신성장유형충청남도 서산시제조업그 외 기타 분류 안된 화학제품 제조업PVC안정제2021-03-152024-03-14벤처기업확인기관
67이연쏠라스톤㈜혁신성장유형충청남도 천안시제조업콘크리트 타일, 기와, 벽돌 및 블록 제조업태양광 석제품(보도블럭,경계석,볼라드,교명주,의자석등)2021-04-152024-04-14벤처기업확인기관
78덕인금속㈜혁신성장유형충청남도 아산시제조업구조용 금속 판제품 및 공작물 제조업금속재패널2021-02-102024-02-09벤처기업확인기관
89립하이 주식회사㈜벤처투자유형충청남도 아산시제조업기타 반도체소자 제조업스마트글래스2021-02-282024-02-27벤처기업확인기관
910㈜뉴로비스연구개발유형충청남도 천안시연구개발서비스물리, 화학 및 생물학 연구개발업미세투석/신경전달물질분석/중추신경계 치료제 약효평가2021-07-282024-07-27벤처기업확인기관
연번업체명벤처확인유형간략주소업종분류(기보)업종명(10차)주생산품벤처유효시작일벤처유효종료일벤처확인기관
12371238주식회사 루폴벤처투자유형충청남도 천안시제조업그 외 기타 의복액세서리 제조업압박 의류 등2023-06-212026-06-20벤처기업확인기관
12381239주식회사 스테이프로젝트삼호벤처투자유형충청남도 천안시기타경영 컨설팅업관광호텔 경영컨설팅2023-06-212026-06-20벤처기업확인기관
12391240주식회사 유프로젝트벤처투자유형충청남도 천안시기타경영 컨설팅업부동산 가치평가 모델2023-06-212026-06-20벤처기업확인기관
12401241베니라이트 주식회사혁신성장유형충청남도 천안시제조업그 외 기타 의료용 기기 제조업LED 광치료기2023-07-192026-07-18벤처기업확인기관
12411242포리나혁신성장유형충청남도 천안시제조업그 외 기타 플라스틱 제품 제조업반려동물 다목적 세척기, 반려견 배변 수거함2023-07-262026-07-25벤처기업확인기관
12421243주식회사 삼경이엔씨혁신성장유형충청남도 당진시제조업금속탱크 및 저장용기 제조업금속탱크2023-07-052026-07-04벤처기업확인기관
12431244주식회사 한텍혁신성장유형충청남도 아산시제조업반도체 제조용 기계 제조업자동화기계장비2023-07-192026-07-18벤처기업확인기관
12441245상상한우농업회사법인주식회사혁신성장유형충청남도 천안시제조업육류 포장육 및 냉동육 가공업 (가금류 제외)한우포장육2023-07-122026-07-11벤처기업확인기관
12451246㈜제이엠텍벤처투자유형충청남도 아산시제조업반도체 제조용 기계 제조업이차전지제조장비2023-07-262026-07-25벤처기업확인기관
12461247(주)한솔일렉트로닉스혁신성장유형충청남도 천안시제조업전동기 및 발전기 제조업산업용제습기, 산업용에어컨, 원적외선튜브히터2023-07-192026-07-18벤처기업확인기관