Overview

Dataset statistics

Number of variables6
Number of observations1079
Missing cells254
Missing cells (%)3.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory51.8 KiB
Average record size in memory49.1 B

Variable types

Numeric1
Categorical1
Text4

Dataset

Description경상남도 김해시 산업단지 입주업체 현황에 대한 자료로 단지명, 회사명, 전화번호, 주생산품, 주소 등의 데이터로 구성되어 있습니다.
Author경상남도 김해시
URLhttps://www.data.go.kr/data/15104961/fileData.do

Alerts

순번 is highly overall correlated with 단지명High correlation
단지명 is highly overall correlated with 순번High correlation
전화번호 has 221 (20.5%) missing valuesMissing
생산품 has 33 (3.1%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2024-04-17 19:02:45.188309
Analysis finished2024-04-17 19:02:46.199868
Duration1.01 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct1079
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean540
Minimum1
Maximum1079
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size9.6 KiB
2024-04-18T04:02:46.276396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile54.9
Q1270.5
median540
Q3809.5
95-th percentile1025.1
Maximum1079
Range1078
Interquartile range (IQR)539

Descriptive statistics

Standard deviation311.62477
Coefficient of variation (CV)0.57708292
Kurtosis-1.2
Mean540
Median Absolute Deviation (MAD)270
Skewness0
Sum582660
Variance97110
MonotonicityStrictly increasing
2024-04-18T04:02:46.412273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
726 1
 
0.1%
712 1
 
0.1%
713 1
 
0.1%
714 1
 
0.1%
715 1
 
0.1%
716 1
 
0.1%
717 1
 
0.1%
718 1
 
0.1%
719 1
 
0.1%
Other values (1069) 1069
99.1%
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 (%)
1079 1
0.1%
1078 1
0.1%
1077 1
0.1%
1076 1
0.1%
1075 1
0.1%
1074 1
0.1%
1073 1
0.1%
1072 1
0.1%
1071 1
0.1%
1070 1
0.1%

단지명
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
김해테크노밸리일반산업단지
394 
김해대동첨단일반산업단지
268 
김해GoldenRoot일반산업단지
154 
김해병동일반산업단지
44 
김해명동일반산업단지
41 
Other values (9)
178 

Length

Max length18
Median length14
Mean length12.894347
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
김해테크노밸리일반산업단지 394
36.5%
김해대동첨단일반산업단지 268
24.8%
김해GoldenRoot일반산업단지 154
 
14.3%
김해병동일반산업단지 44
 
4.1%
김해명동일반산업단지 41
 
3.8%
김해이지일반산업단지 36
 
3.3%
김해덕암일반산업단지 32
 
3.0%
김해AM하이테크일반산업단지 30
 
2.8%
김해오척일반산업단지 22
 
2.0%
김해주호일반산업단지 22
 
2.0%
Other values (4) 36
 
3.3%

Length

2024-04-18T04:02:46.530782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
김해테크노밸리일반산업단지 394
36.5%
김해대동첨단일반산업단지 268
24.8%
김해goldenroot일반산업단지 154
 
14.3%
김해병동일반산업단지 44
 
4.1%
김해명동일반산업단지 41
 
3.8%
김해이지일반산업단지 36
 
3.3%
김해덕암일반산업단지 32
 
3.0%
김해am하이테크일반산업단지 30
 
2.8%
김해오척일반산업단지 22
 
2.0%
김해주호일반산업단지 22
 
2.0%
Other values (4) 36
 
3.3%

회사명
Text

Distinct1028
Distinct (%)95.3%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
2024-04-18T04:02:46.700295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length22
Mean length7.1964782
Min length2

Characters and Unicode

Total characters7765
Distinct characters417
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique988 ?
Unique (%)91.6%

Sample

1st row( 주)케이지앤에프
2nd row(주)대길티에프
3rd row(주)디엘텍코리아
4th row(주)미도하이테크
5th row(주)신영금속열처리
ValueCountFrequency (%)
주식회사 74
 
6.1%
태양광발전소 22
 
1.8%
코리아갈바(주 4
 
0.3%
주)금아스틸 4
 
0.3%
한국자산관리공사 4
 
0.3%
tech 4
 
0.3%
유)성문 3
 
0.2%
2호 3
 
0.2%
한국 3
 
0.2%
큐앤테크 3
 
0.2%
Other values (1039) 1095
89.8%
2024-04-18T04:02:46.979153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 661
 
8.5%
( 574
 
7.4%
) 574
 
7.4%
이 276
 
3.6%
스 228
 
2.9%
에 175
 
2.3%
146
 
1.9%
크 135
 
1.7%
사 128
 
1.6%
테 128
 
1.6%
Other values (407) 4740
61.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6210
80.0%
Open Punctuation 574
 
7.4%
Close Punctuation 574
 
7.4%
Space Separator 146
 
1.9%
Uppercase Letter 127
 
1.6%
Other Symbol 45
 
0.6%
Decimal Number 43
 
0.6%
Lowercase Letter 26
 
0.3%
Other Punctuation 20
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 661
 
10.6%
이 276
 
4.4%
스 228
 
3.7%
에 175
 
2.8%
크 135
 
2.2%
사 128
 
2.1%
테 128
 
2.1%
성 98
 
1.6%
아 93
 
1.5%
업 92
 
1.5%
Other values (358) 4196
67.6%
Uppercase Letter
ValueCountFrequency (%)
E 15
11.8%
C 14
11.0%
H 13
10.2%
G 13
10.2%
T 12
9.4%
S 12
9.4%
N 11
8.7%
M 5
 
3.9%
I 4
 
3.1%
L 4
 
3.1%
Other values (10) 24
18.9%
Lowercase Letter
ValueCountFrequency (%)
o 4
15.4%
a 4
15.4%
p 3
11.5%
n 3
11.5%
c 2
7.7%
i 2
7.7%
r 2
7.7%
g 2
7.7%
k 1
 
3.8%
m 1
 
3.8%
Other values (2) 2
7.7%
Decimal Number
ValueCountFrequency (%)
1 15
34.9%
2 14
32.6%
3 6
 
14.0%
6 2
 
4.7%
5 2
 
4.7%
9 1
 
2.3%
4 1
 
2.3%
8 1
 
2.3%
7 1
 
2.3%
Other Punctuation
ValueCountFrequency (%)
. 9
45.0%
& 7
35.0%
, 3
 
15.0%
/ 1
 
5.0%
Open Punctuation
ValueCountFrequency (%)
( 574
100.0%
Close Punctuation
ValueCountFrequency (%)
) 574
100.0%
Space Separator
ValueCountFrequency (%)
146
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 45
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6255
80.6%
Common 1357
 
17.5%
Latin 153
 
2.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 661
 
10.6%
이 276
 
4.4%
스 228
 
3.6%
에 175
 
2.8%
크 135
 
2.2%
사 128
 
2.0%
테 128
 
2.0%
성 98
 
1.6%
아 93
 
1.5%
업 92
 
1.5%
Other values (359) 4241
67.8%
Latin
ValueCountFrequency (%)
E 15
 
9.8%
C 14
 
9.2%
H 13
 
8.5%
G 13
 
8.5%
T 12
 
7.8%
S 12
 
7.8%
N 11
 
7.2%
M 5
 
3.3%
I 4
 
2.6%
L 4
 
2.6%
Other values (22) 50
32.7%
Common
ValueCountFrequency (%)
( 574
42.3%
) 574
42.3%
146
 
10.8%
1 15
 
1.1%
2 14
 
1.0%
. 9
 
0.7%
& 7
 
0.5%
3 6
 
0.4%
, 3
 
0.2%
6 2
 
0.1%
Other values (6) 7
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6210
80.0%
ASCII 1510
 
19.4%
None 45
 
0.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 661
 
10.6%
이 276
 
4.4%
스 228
 
3.7%
에 175
 
2.8%
크 135
 
2.2%
사 128
 
2.1%
테 128
 
2.1%
성 98
 
1.6%
아 93
 
1.5%
업 92
 
1.5%
Other values (358) 4196
67.6%
ASCII
ValueCountFrequency (%)
( 574
38.0%
) 574
38.0%
146
 
9.7%
1 15
 
1.0%
E 15
 
1.0%
C 14
 
0.9%
2 14
 
0.9%
H 13
 
0.9%
G 13
 
0.9%
T 12
 
0.8%
Other values (38) 120
 
7.9%
None
ValueCountFrequency (%)
㈜ 45
100.0%

전화번호
Text

MISSING 

Distinct810
Distinct (%)94.4%
Missing221
Missing (%)20.5%
Memory size8.6 KiB
2024-04-18T04:02:47.165848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.998834
Min length11

Characters and Unicode

Total characters10295
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

Unique767 ?
Unique (%)89.4%

Sample

1st row055-329-1919
2nd row055-312-2501
3rd row055-343-7312
4th row055-328-3556
5th row055-313-2197
ValueCountFrequency (%)
055-342-5746 3
 
0.3%
055-335-6160 3
 
0.3%
055-723-2040 3
 
0.3%
055-346-7192 3
 
0.3%
055-310-5000 3
 
0.3%
051-528-5676 2
 
0.2%
055-312-7577 2
 
0.2%
055-332-8798 2
 
0.2%
055-312-7013 2
 
0.2%
055-346-0787 2
 
0.2%
Other values (800) 833
97.1%
2024-04-18T04:02:47.451971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 1932
18.8%
- 1716
16.7%
0 1462
14.2%
3 1277
12.4%
1 796
7.7%
2 763
 
7.4%
4 591
 
5.7%
7 486
 
4.7%
6 447
 
4.3%
9 413
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 8579
83.3%
Dash Punctuation 1716
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 1932
22.5%
0 1462
17.0%
3 1277
14.9%
1 796
9.3%
2 763
 
8.9%
4 591
 
6.9%
7 486
 
5.7%
6 447
 
5.2%
9 413
 
4.8%
8 412
 
4.8%
Dash Punctuation
ValueCountFrequency (%)
- 1716
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10295
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 1932
18.8%
- 1716
16.7%
0 1462
14.2%
3 1277
12.4%
1 796
7.7%
2 763
 
7.4%
4 591
 
5.7%
7 486
 
4.7%
6 447
 
4.3%
9 413
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10295
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 1932
18.8%
- 1716
16.7%
0 1462
14.2%
3 1277
12.4%
1 796
7.7%
2 763
 
7.4%
4 591
 
5.7%
7 486
 
4.7%
6 447
 
4.3%
9 413
 
4.0%

생산품
Text

MISSING 

Distinct851
Distinct (%)81.4%
Missing33
Missing (%)3.1%
Memory size8.6 KiB
2024-04-18T04:02:47.698000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length73
Median length41
Mean length9.7657744
Min length1

Characters and Unicode

Total characters10215
Distinct characters479
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique780 ?
Unique (%)74.6%

Sample

1st row인삼 및 홍삼제품, 건강식품
2nd row임가공, 자동차패드스프링
3rd rowSTEEL PAD, FLANGE, 호스캡, 리바운드 스톱링, SEAL RETAINER(CN7)
4th row금속재울타리
5th row열처리
ValueCountFrequency (%)
및 103
 
4.5%
외 74
 
3.2%
부품 68
 
3.0%
자동차부품 61
 
2.7%
등 60
 
2.6%
제조업 38
 
1.7%
자동차 37
 
1.6%
금형 27
 
1.2%
전기 24
 
1.0%
제조 22
 
1.0%
Other values (1180) 1786
77.7%
2024-04-18T04:02:48.075568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1274
 
12.5%
기 422
 
4.1%
품 378
 
3.7%
, 374
 
3.7%
부 281
 
2.8%
자 230
 
2.3%
동 202
 
2.0%
조 189
 
1.9%
차 184
 
1.8%
전 179
 
1.8%
Other values (469) 6502
63.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7806
76.4%
Space Separator 1274
 
12.5%
Other Punctuation 400
 
3.9%
Uppercase Letter 390
 
3.8%
Lowercase Letter 247
 
2.4%
Open Punctuation 40
 
0.4%
Close Punctuation 37
 
0.4%
Decimal Number 16
 
0.2%
Dash Punctuation 3
 
< 0.1%
Math Symbol 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 422
 
5.4%
품 378
 
4.8%
부 281
 
3.6%
자 230
 
2.9%
동 202
 
2.6%
조 189
 
2.4%
차 184
 
2.4%
전 179
 
2.3%
제 174
 
2.2%
용 156
 
2.0%
Other values (404) 5411
69.3%
Uppercase Letter
ValueCountFrequency (%)
E 42
 
10.8%
A 39
 
10.0%
C 27
 
6.9%
T 26
 
6.7%
N 24
 
6.2%
R 24
 
6.2%
L 23
 
5.9%
P 23
 
5.9%
S 22
 
5.6%
D 18
 
4.6%
Other values (14) 122
31.3%
Lowercase Letter
ValueCountFrequency (%)
e 29
11.7%
o 26
10.5%
r 23
 
9.3%
n 18
 
7.3%
a 18
 
7.3%
i 17
 
6.9%
s 16
 
6.5%
t 15
 
6.1%
p 14
 
5.7%
l 13
 
5.3%
Other values (13) 58
23.5%
Other Punctuation
ValueCountFrequency (%)
, 374
93.5%
. 11
 
2.8%
/ 9
 
2.2%
' 3
 
0.8%
& 2
 
0.5%
; 1
 
0.2%
Decimal Number
ValueCountFrequency (%)
2 6
37.5%
1 5
31.2%
3 2
 
12.5%
5 1
 
6.2%
0 1
 
6.2%
7 1
 
6.2%
Math Symbol
ValueCountFrequency (%)
> 1
50.0%
< 1
50.0%
Space Separator
ValueCountFrequency (%)
1274
100.0%
Open Punctuation
ValueCountFrequency (%)
( 40
100.0%
Close Punctuation
ValueCountFrequency (%)
) 37
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7804
76.4%
Common 1772
 
17.3%
Latin 637
 
6.2%
Han 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 422
 
5.4%
품 378
 
4.8%
부 281
 
3.6%
자 230
 
2.9%
동 202
 
2.6%
조 189
 
2.4%
차 184
 
2.4%
전 179
 
2.3%
제 174
 
2.2%
용 156
 
2.0%
Other values (403) 5409
69.3%
Latin
ValueCountFrequency (%)
E 42
 
6.6%
A 39
 
6.1%
e 29
 
4.6%
C 27
 
4.2%
T 26
 
4.1%
o 26
 
4.1%
N 24
 
3.8%
R 24
 
3.8%
L 23
 
3.6%
P 23
 
3.6%
Other values (37) 354
55.6%
Common
ValueCountFrequency (%)
1274
71.9%
, 374
 
21.1%
( 40
 
2.3%
) 37
 
2.1%
. 11
 
0.6%
/ 9
 
0.5%
2 6
 
0.3%
1 5
 
0.3%
' 3
 
0.2%
- 3
 
0.2%
Other values (8) 10
 
0.6%
Han
ValueCountFrequency (%)
外 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7803
76.4%
ASCII 2409
 
23.6%
CJK 2
 
< 0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1274
52.9%
, 374
 
15.5%
E 42
 
1.7%
( 40
 
1.7%
A 39
 
1.6%
) 37
 
1.5%
e 29
 
1.2%
C 27
 
1.1%
T 26
 
1.1%
o 26
 
1.1%
Other values (55) 495
 
20.5%
Hangul
ValueCountFrequency (%)
기 422
 
5.4%
품 378
 
4.8%
부 281
 
3.6%
자 230
 
2.9%
동 202
 
2.6%
조 189
 
2.4%
차 184
 
2.4%
전 179
 
2.3%
제 174
 
2.2%
용 156
 
2.0%
Other values (402) 5408
69.3%
CJK
ValueCountFrequency (%)
外 2
100.0%
Compat Jamo
ValueCountFrequency (%)
ㅊ 1
100.0%

공장대표주소
Text

Distinct873
Distinct (%)80.9%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
2024-04-18T04:02:48.316199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length41
Mean length28.117702
Min length14

Characters and Unicode

Total characters30339
Distinct characters173
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

Unique726 ?
Unique (%)67.3%

Sample

1st row경상남도 김해시 진례면 하이테크로 22
2nd row경상남도 김해시 진례면 하이테크로 60
3rd row경상남도 김해시 진례면 하이테크로 102, (산본리)
4th row경상남도 김해시 진례면 하이테크로 72, AM하이테크일반산업단지 BL5-8
5th row경상남도 김해시 진례면 하이테크로 105
ValueCountFrequency (%)
경상남도 1077
16.4%
김해시 1077
16.4%
진례면 424
 
6.5%
대동면 268
 
4.1%
월촌리 268
 
4.1%
block 255
 
3.9%
lot 254
 
3.9%
고모리 250
 
3.8%
주촌면 232
 
3.5%
888-1번지 207
 
3.2%
Other values (764) 2255
34.3%
2024-04-18T04:02:48.669723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5497
 
18.1%
1 1323
 
4.4%
8 1129
 
3.7%
남 1080
 
3.6%
김 1078
 
3.6%
해 1078
 
3.6%
상 1078
 
3.6%
경 1077
 
3.5%
도 1077
 
3.5%
시 1077
 
3.5%
Other values (163) 14845
48.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 15980
52.7%
Space Separator 5497
 
18.1%
Decimal Number 5472
 
18.0%
Lowercase Letter 1530
 
5.0%
Dash Punctuation 954
 
3.1%
Uppercase Letter 810
 
2.7%
Close Punctuation 38
 
0.1%
Open Punctuation 38
 
0.1%
Other Punctuation 20
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 1080
 
6.8%
김 1078
 
6.7%
해 1078
 
6.7%
상 1078
 
6.7%
경 1077
 
6.7%
도 1077
 
6.7%
시 1077
 
6.7%
면 1033
 
6.5%
리 1018
 
6.4%
지 697
 
4.4%
Other values (130) 5687
35.6%
Uppercase Letter
ValueCountFrequency (%)
B 273
33.7%
L 259
32.0%
A 252
31.1%
C 8
 
1.0%
D 4
 
0.5%
E 3
 
0.4%
F 3
 
0.4%
N 2
 
0.2%
G 2
 
0.2%
S 1
 
0.1%
Other values (3) 3
 
0.4%
Decimal Number
ValueCountFrequency (%)
1 1323
24.2%
8 1129
20.6%
2 582
10.6%
5 526
 
9.6%
3 425
 
7.8%
6 387
 
7.1%
7 384
 
7.0%
4 322
 
5.9%
9 214
 
3.9%
0 180
 
3.3%
Lowercase Letter
ValueCountFrequency (%)
o 510
33.3%
t 255
16.7%
l 255
16.7%
k 255
16.7%
c 255
16.7%
Space Separator
ValueCountFrequency (%)
5497
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 954
100.0%
Close Punctuation
ValueCountFrequency (%)
) 38
100.0%
Open Punctuation
ValueCountFrequency (%)
( 38
100.0%
Other Punctuation
ValueCountFrequency (%)
, 20
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15980
52.7%
Common 12019
39.6%
Latin 2340
 
7.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 1080
 
6.8%
김 1078
 
6.7%
해 1078
 
6.7%
상 1078
 
6.7%
경 1077
 
6.7%
도 1077
 
6.7%
시 1077
 
6.7%
면 1033
 
6.5%
리 1018
 
6.4%
지 697
 
4.4%
Other values (130) 5687
35.6%
Latin
ValueCountFrequency (%)
o 510
21.8%
B 273
11.7%
L 259
11.1%
t 255
10.9%
l 255
10.9%
k 255
10.9%
c 255
10.9%
A 252
10.8%
C 8
 
0.3%
D 4
 
0.2%
Other values (8) 14
 
0.6%
Common
ValueCountFrequency (%)
5497
45.7%
1 1323
 
11.0%
8 1129
 
9.4%
- 954
 
7.9%
2 582
 
4.8%
5 526
 
4.4%
3 425
 
3.5%
6 387
 
3.2%
7 384
 
3.2%
4 322
 
2.7%
Other values (5) 490
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15980
52.7%
ASCII 14359
47.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5497
38.3%
1 1323
 
9.2%
8 1129
 
7.9%
- 954
 
6.6%
2 582
 
4.1%
5 526
 
3.7%
o 510
 
3.6%
3 425
 
3.0%
6 387
 
2.7%
7 384
 
2.7%
Other values (23) 2642
18.4%
Hangul
ValueCountFrequency (%)
남 1080
 
6.8%
김 1078
 
6.7%
해 1078
 
6.7%
상 1078
 
6.7%
경 1077
 
6.7%
도 1077
 
6.7%
시 1077
 
6.7%
면 1033
 
6.5%
리 1018
 
6.4%
지 697
 
4.4%
Other values (130) 5687
35.6%

Interactions

2024-04-18T04:02:45.922670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-18T04:02:48.743116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번단지명
순번1.0000.888
단지명0.8881.000
2024-04-18T04:02:48.803148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번단지명
순번1.0000.631
단지명0.6311.000

Missing values

2024-04-18T04:02:46.010589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-18T04:02:46.090188image/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.
2024-04-18T04:02:46.157561image/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

순번단지명회사명전화번호생산품공장대표주소
01김해AM하이테크일반산업단지( 주)케이지앤에프055-329-1919인삼 및 홍삼제품, 건강식품경상남도 김해시 진례면 하이테크로 22
12김해AM하이테크일반산업단지(주)대길티에프055-312-2501임가공, 자동차패드스프링경상남도 김해시 진례면 하이테크로 60
23김해AM하이테크일반산업단지(주)디엘텍코리아055-343-7312STEEL PAD, FLANGE, 호스캡, 리바운드 스톱링, SEAL RETAINER(CN7)경상남도 김해시 진례면 하이테크로 102, (산본리)
34김해AM하이테크일반산업단지(주)미도하이테크055-328-3556금속재울타리경상남도 김해시 진례면 하이테크로 72, AM하이테크일반산업단지 BL5-8
45김해AM하이테크일반산업단지(주)신영금속열처리055-313-2197열처리경상남도 김해시 진례면 하이테크로 105
56김해AM하이테크일반산업단지(주)아이온055-366-0228과실, 채소 건조 및 가공경상남도 김해시 진례면 하이테크로 28
67김해AM하이테크일반산업단지(주)영광하이텍055-337-3891전기/전자 부품경상남도 김해시 진례면 하이테크로 112
78김해AM하이테크일반산업단지(주)하나비앤티02-3298-6824육상금속골조구조재경상남도 김해시 진례면 하이테크로 24, 제2동
89김해AM하이테크일반산업단지(주)하은특장055-345-9452특장차경상남도 김해시 진례면 하이테크로 68
910김해AM하이테크일반산업단지(주)헬퍼로보텍055-314-5858채소류 육묘장용 자동기계류(자동파종시스템, 접목로봇 등)경상남도 김해시 진례면 하이테크로 93
순번단지명회사명전화번호생산품공장대표주소
10691070김해테크노밸리일반산업단지호승금속055-343-8425냉간단조품, 볼트, 너트경상남도 김해시 진례면 고모리 1105-2번지 호승금속
10701071김해테크노밸리일반산업단지호창테크055-344-3080조선기자재경상남도 김해시 진례면 고모리 1273-1번지
10711072김해테크노밸리일반산업단지홍스틸(주)055-312-9669자동차부품경상남도 김해시 진례면 담안리 1527-7번지
10721073김해테크노밸리일반산업단지화인몰드055-346-1385금형 및 금형부품경상남도 김해시 진례면 고모리 1570-2
10731074김해테크노밸리일반산업단지화천써비스055-343-3850자동차부품 외경상남도 김해시 진례면 고모리 1569-1번지
10741075김해테크노밸리일반산업단지효성솔텍 주식회사<NA>전기경상남도 김해시 진례면 고모리 1564-3
10751076김해테크노밸리일반산업단지휴먼E&T055-338-9514산업기계경상남도 김해시 진례면 고모리 1561-5
10761077김해테크노밸리일반산업단지흥룡산업055-334-0002산업 기계 부품경상남도 김해시 진례면 고모리 1563-7
10771078김해테크노밸리일반산업단지희람테크<NA>액상도장경상남도 김해시 진례면 담안리 1525-1번지
10781079김해테크노밸리일반산업단지희망기업<NA>자동차부품 외경상남도 김해시 진례면 담안리 1564-2번지