Overview

Dataset statistics

Number of variables8
Number of observations54
Missing cells13
Missing cells (%)3.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.6 KiB
Average record size in memory67.4 B

Variable types

Numeric1
Text5
Categorical1
DateTime1

Dataset

Description인천광역시 서구에 위차한 화장품 제조업체에 관한 데이터셋입니다. 인천광역시 서구에 위치한 화장품 제조업체의 회사명, 생산품, 업종명, 대표주소, 전화번호, 팩스번호에 관한 정보를 포함하고 있습니다.
Author인천광역시 서구
URLhttps://www.data.go.kr/data/15089631/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
업종명 is highly imbalanced (72.2%)Imbalance
전화번호 has 7 (13.0%) missing valuesMissing
팩스번호 has 6 (11.1%) missing valuesMissing
순번 has unique valuesUnique
회사명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 21:39:30.118703
Analysis finished2023-12-12 21:39:30.870523
Duration0.75 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct54
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.5
Minimum1
Maximum54
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size618.0 B
2023-12-13T06:39:30.932954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.65
Q114.25
median27.5
Q340.75
95-th percentile51.35
Maximum54
Range53
Interquartile range (IQR)26.5

Descriptive statistics

Standard deviation15.732133
Coefficient of variation (CV)0.57207755
Kurtosis-1.2
Mean27.5
Median Absolute Deviation (MAD)13.5
Skewness0
Sum1485
Variance247.5
MonotonicityStrictly increasing
2023-12-13T06:39:31.051947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.9%
42 1
 
1.9%
31 1
 
1.9%
32 1
 
1.9%
33 1
 
1.9%
34 1
 
1.9%
35 1
 
1.9%
36 1
 
1.9%
37 1
 
1.9%
38 1
 
1.9%
Other values (44) 44
81.5%
ValueCountFrequency (%)
1 1
1.9%
2 1
1.9%
3 1
1.9%
4 1
1.9%
5 1
1.9%
6 1
1.9%
7 1
1.9%
8 1
1.9%
9 1
1.9%
10 1
1.9%
ValueCountFrequency (%)
54 1
1.9%
53 1
1.9%
52 1
1.9%
51 1
1.9%
50 1
1.9%
49 1
1.9%
48 1
1.9%
47 1
1.9%
46 1
1.9%
45 1
1.9%

회사명
Text

UNIQUE 

Distinct54
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-13T06:39:31.257054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length10
Mean length7.9444444
Min length3

Characters and Unicode

Total characters429
Distinct characters109
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique54 ?
Unique (%)100.0%

Sample

1st row(유)프리티스킨인터내셔널
2nd row(주)다비드화장품
3rd row(주)동방코스메틱
4th row(주)디마인화장품
5th row(주)라샘코스메틱
ValueCountFrequency (%)
주식회사 5
 
8.2%
주)뷰티스킨 3
 
4.9%
유)프리티스킨인터내셔널 1
 
1.6%
주)코웰 1
 
1.6%
주)파라테크 1
 
1.6%
주)하이코스킨 1
 
1.6%
주)한국미용메디팜 1
 
1.6%
가힐코스메틱 1
 
1.6%
그린비코스메틱 1
 
1.6%
나비야화장품 1
 
1.6%
Other values (45) 45
73.8%
2023-12-13T06:39:31.583567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 39
 
9.1%
( 35
 
8.2%
) 35
 
8.2%
스 30
 
7.0%
코 23
 
5.4%
메 17
 
4.0%
이 13
 
3.0%
틱 12
 
2.8%
에 10
 
2.3%
9
 
2.1%
Other values (99) 206
48.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 347
80.9%
Open Punctuation 35
 
8.2%
Close Punctuation 35
 
8.2%
Space Separator 9
 
2.1%
Decimal Number 2
 
0.5%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 39
 
11.2%
스 30
 
8.6%
코 23
 
6.6%
메 17
 
4.9%
이 13
 
3.7%
틱 12
 
3.5%
에 10
 
2.9%
장 8
 
2.3%
킨 8
 
2.3%
비 7
 
2.0%
Other values (93) 180
51.9%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 35
100.0%
Close Punctuation
ValueCountFrequency (%)
) 35
100.0%
Space Separator
ValueCountFrequency (%)
9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 347
80.9%
Common 82
 
19.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 39
 
11.2%
스 30
 
8.6%
코 23
 
6.6%
메 17
 
4.9%
이 13
 
3.7%
틱 12
 
3.5%
에 10
 
2.9%
장 8
 
2.3%
킨 8
 
2.3%
비 7
 
2.0%
Other values (93) 180
51.9%
Common
ValueCountFrequency (%)
( 35
42.7%
) 35
42.7%
9
 
11.0%
- 1
 
1.2%
1 1
 
1.2%
2 1
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 347
80.9%
ASCII 82
 
19.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 39
 
11.2%
스 30
 
8.6%
코 23
 
6.6%
메 17
 
4.9%
이 13
 
3.7%
틱 12
 
3.5%
에 10
 
2.9%
장 8
 
2.3%
킨 8
 
2.3%
비 7
 
2.0%
Other values (93) 180
51.9%
ASCII
ValueCountFrequency (%)
( 35
42.7%
) 35
42.7%
9
 
11.0%
- 1
 
1.2%
1 1
 
1.2%
2 1
 
1.2%

생산품
Text

Distinct31
Distinct (%)57.4%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-13T06:39:31.771569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length18
Mean length6.2777778
Min length3

Characters and Unicode

Total characters339
Distinct characters76
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

Unique28 ?
Unique (%)51.9%

Sample

1st row화장품(마스크팩)
2nd row화장품
3rd row샴푸, 린스, 세제
4th row화장품 기초라인, 살균제, 비누, 물티슈, 야무젠 청혈수, 야무젠 유비콜
5th row삼푸.린스
ValueCountFrequency (%)
화장품 28
36.8%
마스크팩 6
 
7.9%
기초화장품 5
 
6.6%
헤어제품 2
 
2.6%
등 2
 
2.6%
마스크시트 2
 
2.6%
야무젠 2
 
2.6%
샴푸 2
 
2.6%
수성매니큐어 1
 
1.3%
엠플류 1
 
1.3%
Other values (25) 25
32.9%
2023-12-13T06:39:32.092837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
품 40
 
11.8%
화 38
 
11.2%
장 38
 
11.2%
23
 
6.8%
, 22
 
6.5%
스 19
 
5.6%
크 12
 
3.5%
마 11
 
3.2%
팩 8
 
2.4%
기 8
 
2.4%
Other values (66) 120
35.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 280
82.6%
Other Punctuation 26
 
7.7%
Space Separator 23
 
6.8%
Open Punctuation 3
 
0.9%
Close Punctuation 3
 
0.9%
Uppercase Letter 3
 
0.9%
Decimal Number 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
품 40
14.3%
화 38
13.6%
장 38
13.6%
스 19
 
6.8%
크 12
 
4.3%
마 11
 
3.9%
팩 8
 
2.9%
기 8
 
2.9%
초 7
 
2.5%
제 6
 
2.1%
Other values (57) 93
33.2%
Uppercase Letter
ValueCountFrequency (%)
R 1
33.3%
P 1
33.3%
S 1
33.3%
Other Punctuation
ValueCountFrequency (%)
, 22
84.6%
. 4
 
15.4%
Space Separator
ValueCountFrequency (%)
23
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Decimal Number
ValueCountFrequency (%)
3 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 280
82.6%
Common 56
 
16.5%
Latin 3
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
품 40
14.3%
화 38
13.6%
장 38
13.6%
스 19
 
6.8%
크 12
 
4.3%
마 11
 
3.9%
팩 8
 
2.9%
기 8
 
2.9%
초 7
 
2.5%
제 6
 
2.1%
Other values (57) 93
33.2%
Common
ValueCountFrequency (%)
23
41.1%
, 22
39.3%
. 4
 
7.1%
( 3
 
5.4%
) 3
 
5.4%
3 1
 
1.8%
Latin
ValueCountFrequency (%)
R 1
33.3%
P 1
33.3%
S 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 280
82.6%
ASCII 59
 
17.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
품 40
14.3%
화 38
13.6%
장 38
13.6%
스 19
 
6.8%
크 12
 
4.3%
마 11
 
3.9%
팩 8
 
2.9%
기 8
 
2.9%
초 7
 
2.5%
제 6
 
2.1%
Other values (57) 93
33.2%
ASCII
ValueCountFrequency (%)
23
39.0%
, 22
37.3%
. 4
 
6.8%
( 3
 
5.1%
) 3
 
5.1%
R 1
 
1.7%
P 1
 
1.7%
S 1
 
1.7%
3 1
 
1.7%

업종명
Categorical

IMBALANCE 

Distinct3
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size564.0 B
화장품 제조업
50 
화장품 제조업 외 1 종
 
3
화장품 제조업 외 6 종
 
1

Length

Max length13
Median length7
Mean length7.4444444
Min length7

Unique

Unique1 ?
Unique (%)1.9%

Sample

1st row화장품 제조업
2nd row화장품 제조업
3rd row화장품 제조업 외 1 종
4th row화장품 제조업 외 6 종
5th row화장품 제조업

Common Values

ValueCountFrequency (%)
화장품 제조업 50
92.6%
화장품 제조업 외 1 종 3
 
5.6%
화장품 제조업 외 6 종 1
 
1.9%

Length

2023-12-13T06:39:32.283200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:39:32.383421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화장품 54
45.0%
제조업 54
45.0%
외 4
 
3.3%
종 4
 
3.3%
1 3
 
2.5%
6 1
 
0.8%

대표주소
Text

Distinct53
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-13T06:39:32.694520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length81
Median length47.5
Mean length35.648148
Min length20

Characters and Unicode

Total characters1925
Distinct characters109
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

Unique52 ?
Unique (%)96.3%

Sample

1st row인천광역시 서구 가정로38번길 18, 1동 2층 20호 (가좌동, 영창테크노타운)
2nd row인천광역시 서구 도담8로 14 (오류동)
3rd row인천광역시 서구 가좌동 543-7번지
4th row인천광역시 서구 가좌로29번길 22, 8층 IBC센터 804호 (가좌동) 8층 IBC센터 804호
5th row인천광역시 서구 북항로32번안길 102 (원창동)
ValueCountFrequency (%)
인천광역시 54
 
14.6%
서구 54
 
14.6%
가좌동 28
 
7.6%
오류동 14
 
3.8%
22 10
 
2.7%
가좌로29번길 10
 
2.7%
검단지식산업센터 6
 
1.6%
보듬로 6
 
1.6%
2층 6
 
1.6%
158 6
 
1.6%
Other values (124) 176
47.6%
2023-12-13T06:39:33.214669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
316
 
16.4%
2 81
 
4.2%
1 76
 
3.9%
, 64
 
3.3%
동 62
 
3.2%
천 57
 
3.0%
가 57
 
3.0%
인 57
 
3.0%
구 54
 
2.8%
( 54
 
2.8%
Other values (99) 1047
54.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1025
53.2%
Decimal Number 381
 
19.8%
Space Separator 316
 
16.4%
Other Punctuation 64
 
3.3%
Open Punctuation 54
 
2.8%
Close Punctuation 54
 
2.8%
Uppercase Letter 22
 
1.1%
Dash Punctuation 7
 
0.4%
Math Symbol 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 62
 
6.0%
천 57
 
5.6%
가 57
 
5.6%
인 57
 
5.6%
구 54
 
5.3%
광 54
 
5.3%
역 54
 
5.3%
시 54
 
5.3%
서 54
 
5.3%
로 53
 
5.2%
Other values (78) 469
45.8%
Decimal Number
ValueCountFrequency (%)
2 81
21.3%
1 76
19.9%
0 49
12.9%
3 35
9.2%
8 32
 
8.4%
5 28
 
7.3%
4 27
 
7.1%
7 20
 
5.2%
9 17
 
4.5%
6 16
 
4.2%
Uppercase Letter
ValueCountFrequency (%)
B 9
40.9%
C 6
27.3%
I 5
22.7%
T 1
 
4.5%
A 1
 
4.5%
Space Separator
ValueCountFrequency (%)
316
100.0%
Other Punctuation
ValueCountFrequency (%)
, 64
100.0%
Open Punctuation
ValueCountFrequency (%)
( 54
100.0%
Close Punctuation
ValueCountFrequency (%)
) 54
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1025
53.2%
Common 878
45.6%
Latin 22
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 62
 
6.0%
천 57
 
5.6%
가 57
 
5.6%
인 57
 
5.6%
구 54
 
5.3%
광 54
 
5.3%
역 54
 
5.3%
시 54
 
5.3%
서 54
 
5.3%
로 53
 
5.2%
Other values (78) 469
45.8%
Common
ValueCountFrequency (%)
316
36.0%
2 81
 
9.2%
1 76
 
8.7%
, 64
 
7.3%
( 54
 
6.2%
) 54
 
6.2%
0 49
 
5.6%
3 35
 
4.0%
8 32
 
3.6%
5 28
 
3.2%
Other values (6) 89
 
10.1%
Latin
ValueCountFrequency (%)
B 9
40.9%
C 6
27.3%
I 5
22.7%
T 1
 
4.5%
A 1
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1025
53.2%
ASCII 900
46.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
316
35.1%
2 81
 
9.0%
1 76
 
8.4%
, 64
 
7.1%
( 54
 
6.0%
) 54
 
6.0%
0 49
 
5.4%
3 35
 
3.9%
8 32
 
3.6%
5 28
 
3.1%
Other values (11) 111
 
12.3%
Hangul
ValueCountFrequency (%)
동 62
 
6.0%
천 57
 
5.6%
가 57
 
5.6%
인 57
 
5.6%
구 54
 
5.3%
광 54
 
5.3%
역 54
 
5.3%
시 54
 
5.3%
서 54
 
5.3%
로 53
 
5.2%
Other values (78) 469
45.8%

전화번호
Text

MISSING 

Distinct46
Distinct (%)97.9%
Missing7
Missing (%)13.0%
Memory size564.0 B
2023-12-13T06:39:33.502330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.148936
Min length11

Characters and Unicode

Total characters571
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique45 ?
Unique (%)95.7%

Sample

1st row02-757-7022
2nd row032-679-0091
3rd row032-571-3347
4th row032-583-1116
5th row032-683-3111
ValueCountFrequency (%)
032-821-3462 2
 
4.3%
032-220-5502 1
 
2.1%
032-817-8051 1
 
2.1%
02-757-7022 1
 
2.1%
032-816-1845 1
 
2.1%
032-578-1008 1
 
2.1%
032-579-6060 1
 
2.1%
070-4106-7004 1
 
2.1%
032-575-5322 1
 
2.1%
032-517-4014 1
 
2.1%
Other values (36) 36
76.6%
2023-12-13T06:39:33.920431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 94
16.5%
- 94
16.5%
2 83
14.5%
3 59
10.3%
1 47
8.2%
7 42
7.4%
5 40
7.0%
4 34
 
6.0%
6 34
 
6.0%
8 29
 
5.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 477
83.5%
Dash Punctuation 94
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 94
19.7%
2 83
17.4%
3 59
12.4%
1 47
9.9%
7 42
8.8%
5 40
8.4%
4 34
 
7.1%
6 34
 
7.1%
8 29
 
6.1%
9 15
 
3.1%
Dash Punctuation
ValueCountFrequency (%)
- 94
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 571
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 94
16.5%
- 94
16.5%
2 83
14.5%
3 59
10.3%
1 47
8.2%
7 42
7.4%
5 40
7.0%
4 34
 
6.0%
6 34
 
6.0%
8 29
 
5.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 571
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 94
16.5%
- 94
16.5%
2 83
14.5%
3 59
10.3%
1 47
8.2%
7 42
7.4%
5 40
7.0%
4 34
 
6.0%
6 34
 
6.0%
8 29
 
5.1%

팩스번호
Text

MISSING 

Distinct44
Distinct (%)91.7%
Missing6
Missing (%)11.1%
Memory size564.0 B
2023-12-13T06:39:34.204626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.979167
Min length11

Characters and Unicode

Total characters575
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique41 ?
Unique (%)85.4%

Sample

1st row02-754-8710
2nd row032-679-0093
3rd row032-571-3349
4th row032-583-8119
5th row032-684-3520
ValueCountFrequency (%)
032-577-4016 3
 
6.2%
032-821-3464 2
 
4.2%
032-822-4101 2
 
4.2%
032-817-8053 1
 
2.1%
032-574-2916 1
 
2.1%
032-581-1101 1
 
2.1%
032-549-8303 1
 
2.1%
032-220-5572 1
 
2.1%
02-582-7480 1
 
2.1%
032-579-2477 1
 
2.1%
Other values (34) 34
70.8%
2023-12-13T06:39:34.640209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 96
16.7%
2 87
15.1%
0 83
14.4%
3 74
12.9%
5 45
7.8%
1 44
7.7%
8 42
7.3%
7 32
 
5.6%
6 29
 
5.0%
4 26
 
4.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 479
83.3%
Dash Punctuation 96
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 87
18.2%
0 83
17.3%
3 74
15.4%
5 45
9.4%
1 44
9.2%
8 42
8.8%
7 32
 
6.7%
6 29
 
6.1%
4 26
 
5.4%
9 17
 
3.5%
Dash Punctuation
ValueCountFrequency (%)
- 96
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 575
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 96
16.7%
2 87
15.1%
0 83
14.4%
3 74
12.9%
5 45
7.8%
1 44
7.7%
8 42
7.3%
7 32
 
5.6%
6 29
 
5.0%
4 26
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 575
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 96
16.7%
2 87
15.1%
0 83
14.4%
3 74
12.9%
5 45
7.8%
1 44
7.7%
8 42
7.3%
7 32
 
5.6%
6 29
 
5.0%
4 26
 
4.5%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size564.0 B
Minimum2022-09-19 00:00:00
Maximum2022-09-19 00:00:00
2023-12-13T06:39:34.773556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:39:34.876463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T06:39:30.550132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T06:39:34.965430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번회사명생산품업종명대표주소전화번호팩스번호
순번1.0001.0000.0000.0000.9350.9410.949
회사명1.0001.0001.0001.0001.0001.0001.000
생산품0.0001.0001.0000.9230.9870.9850.973
업종명0.0001.0000.9231.0001.0001.0001.000
대표주소0.9351.0000.9871.0001.0000.9960.986
전화번호0.9411.0000.9851.0000.9961.0001.000
팩스번호0.9491.0000.9731.0000.9861.0001.000
2023-12-13T06:39:35.100590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번업종명
순번1.0000.000
업종명0.0001.000

Missing values

2023-12-13T06:39:30.642487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:39:30.752502image/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.
2023-12-13T06:39:30.829364image/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

순번회사명생산품업종명대표주소전화번호팩스번호데이터기준일자
01(유)프리티스킨인터내셔널화장품(마스크팩)화장품 제조업인천광역시 서구 가정로38번길 18, 1동 2층 20호 (가좌동, 영창테크노타운)02-757-702202-754-87102022-09-19
12(주)다비드화장품화장품화장품 제조업인천광역시 서구 도담8로 14 (오류동)032-679-0091032-679-00932022-09-19
23(주)동방코스메틱샴푸, 린스, 세제화장품 제조업 외 1 종인천광역시 서구 가좌동 543-7번지032-571-3347032-571-33492022-09-19
34(주)디마인화장품화장품 기초라인, 살균제, 비누, 물티슈, 야무젠 청혈수, 야무젠 유비콜화장품 제조업 외 6 종인천광역시 서구 가좌로29번길 22, 8층 IBC센터 804호 (가좌동) 8층 IBC센터 804호032-583-1116032-583-81192022-09-19
45(주)라샘코스메틱삼푸.린스화장품 제조업인천광역시 서구 북항로32번안길 102 (원창동)032-683-3111032-684-35202022-09-19
56(주)리지안화장품, 마스크시트화장품 제조업인천광역시 서구 열우물로 231, 3층 (가좌동)070-7931-1996032-232-77632022-09-19
67(주)마움코스메틱기초화장품, 기능성화장품화장품 제조업인천광역시 서구 도담5로 61(오류동)032-721-8342032-721-85862022-09-19
78(주)메디젠바이오손세정제화장품 제조업인천광역시 서구 보듬로 158, 4층 검단지식산업센터 블루텍 401호 (오류동)032-512-6880032-201-68812022-09-19
89(주)미도화장품남자.여자용 화장품화장품 제조업인천광역시 서구 원적로17번길 20 (가좌동)032-578-3092032-578-30952022-09-19
910(주)미성마스크팩, 화장품화장품 제조업인천광역시 서구 가좌로95번길 70, 2동 3층 (가좌동)070-4206-3192032-582-31922022-09-19
순번회사명생산품업종명대표주소전화번호팩스번호데이터기준일자
4445조아산코스메틱화장품화장품 제조업 외 1 종인천광역시 서구 가좌로29번길 14, 308호 (가좌동)032-541-5620032-541-60082022-09-19
4546주식회사 메조팜화장품화장품 제조업인천광역시 서구 장고개로243번길 26-2, 1,2,3층 (가좌동)032-710-2006032-710-60022022-09-19
4647주식회사 미코화장품화장품 제조업인천광역시 서구 신진말로 22 (가좌동) (주)미코032-545-2305032-545-23062022-09-19
4748주식회사 에스엠하엘RPS.3화장품 제조업인천광역시 서구 백범로 611, 809~11호(가좌동) 809~11호<NA><NA>2022-09-19
4849주식회사 휴메딕화장품화장품 제조업인천광역시 서구 건지로250번길 85, 2층(가좌동)032-574-7733032-574-29162022-09-19
4950지-코스텍기초화장품, 헤어제품화장품 제조업인천광역시 서구 가좌로29번길 22, IBC센터 B101,202,401,504,602호 (가좌동)032-817-8051032-817-80532022-09-19
5051칼라드림(주)화장품(립스틱,마스카라 등)화장품 제조업인천광역시 서구 가좌로29번길 22, 602-1호 (가좌동)032-821-3462032-821-34642022-09-19
5152케이엠컴퍼니매니큐어화장품 제조업인천광역시 서구 원창로89번길 14-1 (원창동)032-1661-7407032-549-83032022-09-19
5253콜마스크(주)화장품, 마스크팩화장품 제조업인천광역시 서구 원적로7번길 32 (가좌동)032-610-3002032-822-93532022-09-19
5354휴코스메딕화장품화장품 제조업인천광역시 서구 파랑로 495, 1동 501호(청라동) 1동 501호 외 1필지<NA><NA>2022-09-19