Overview

Dataset statistics

Number of variables5
Number of observations188
Missing cells3
Missing cells (%)0.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.7 KiB
Average record size in memory41.7 B

Variable types

Categorical2
Text1
DateTime1
Numeric1

Dataset

Description충청남도 공주시 산업단지입주기업현황에 대한 데이터로 (산업단지명, 기업명, 설립일자, 종업원수) 등의 항목을 제공합니다,
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=419&beforeMenuCd=DOM_000000201001001000&publicdatapk=15028943

Alerts

데이터기준일 has constant value ""Constant
기업명 has 3 (1.6%) missing valuesMissing
종업원수 has 8 (4.3%) zerosZeros

Reproduction

Analysis started2024-01-09 21:25:33.632889
Analysis finished2024-01-09 21:25:33.995716
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

산업단지명
Categorical

Distinct13
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
공주검상농공단지
41 
공주장기농공단지
38 
공주탄천일반산업단지
26 
공주정안제2농공단지
24 
공주정안농공단지
16 
Other values (8)
43 

Length

Max length13
Median length8
Mean length8.8829787
Min length8

Unique

Unique1 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
공주검상농공단지 41
21.8%
공주장기농공단지 38
20.2%
공주탄천일반산업단지 26
13.8%
공주정안제2농공단지 24
12.8%
공주정안농공단지 16
 
8.5%
공주월미농공단지 14
 
7.4%
공주유구자카드일반산업단지 8
 
4.3%
공주우성전문농공단지 6
 
3.2%
공주월미제2농공단지 5
 
2.7%
공주보물농공단지 4
 
2.1%
Other values (3) 6
 
3.2%

Length

2024-01-10T06:25:34.046401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
공주검상농공단지 41
21.8%
공주장기농공단지 38
20.2%
공주탄천일반산업단지 26
13.8%
공주정안제2농공단지 24
12.8%
공주정안농공단지 16
 
8.5%
공주월미농공단지 14
 
7.4%
공주유구자카드일반산업단지 8
 
4.3%
공주우성전문농공단지 6
 
3.2%
공주월미제2농공단지 5
 
2.7%
공주보물농공단지 4
 
2.1%
Other values (3) 6
 
3.2%

기업명
Text

MISSING 

Distinct181
Distinct (%)97.8%
Missing3
Missing (%)1.6%
Memory size1.6 KiB
2024-01-10T06:25:34.215165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length15
Mean length8.2702703
Min length2

Characters and Unicode

Total characters1530
Distinct characters244
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

Unique177 ?
Unique (%)95.7%

Sample

1st row(주) 피엔제이 생활건강
2nd row(주)고려헬스팜
3rd row(주)고려화학엔지니어링
4th row(주)대덕바이오
5th row(주)수안산업
ValueCountFrequency (%)
주식회사 11
 
5.0%
주)한엘 4
 
1.8%
솔브레인(주 4
 
1.8%
제2공장 4
 
1.8%
주)수올 2
 
0.9%
주)구원섬유 2
 
0.9%
주)뉴올 2
 
0.9%
주 2
 
0.9%
공주 2
 
0.9%
동원시스템즈(주 2
 
0.9%
Other values (175) 183
83.9%
2024-01-10T06:25:34.510000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 170
 
11.1%
( 145
 
9.5%
) 145
 
9.5%
이 51
 
3.3%
공 36
 
2.4%
33
 
2.2%
스 30
 
2.0%
제 26
 
1.7%
에 26
 
1.7%
장 24
 
1.6%
Other values (234) 844
55.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1171
76.5%
Open Punctuation 145
 
9.5%
Close Punctuation 145
 
9.5%
Space Separator 33
 
2.2%
Decimal Number 19
 
1.2%
Uppercase Letter 12
 
0.8%
Dash Punctuation 2
 
0.1%
Other Punctuation 2
 
0.1%
Lowercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 170
 
14.5%
이 51
 
4.4%
공 36
 
3.1%
스 30
 
2.6%
제 26
 
2.2%
에 26
 
2.2%
장 24
 
2.0%
업 19
 
1.6%
사 19
 
1.6%
식 18
 
1.5%
Other values (210) 752
64.2%
Uppercase Letter
ValueCountFrequency (%)
S 2
16.7%
G 2
16.7%
O 1
8.3%
K 1
8.3%
J 1
8.3%
B 1
8.3%
L 1
8.3%
C 1
8.3%
M 1
8.3%
F 1
8.3%
Decimal Number
ValueCountFrequency (%)
2 9
47.4%
1 3
 
15.8%
4 2
 
10.5%
3 2
 
10.5%
6 1
 
5.3%
7 1
 
5.3%
5 1
 
5.3%
Other Punctuation
ValueCountFrequency (%)
· 1
50.0%
& 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 145
100.0%
Close Punctuation
ValueCountFrequency (%)
) 145
100.0%
Space Separator
ValueCountFrequency (%)
33
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Lowercase Letter
ValueCountFrequency (%)
n 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1171
76.5%
Common 346
 
22.6%
Latin 13
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 170
 
14.5%
이 51
 
4.4%
공 36
 
3.1%
스 30
 
2.6%
제 26
 
2.2%
에 26
 
2.2%
장 24
 
2.0%
업 19
 
1.6%
사 19
 
1.6%
식 18
 
1.5%
Other values (210) 752
64.2%
Common
ValueCountFrequency (%)
( 145
41.9%
) 145
41.9%
33
 
9.5%
2 9
 
2.6%
1 3
 
0.9%
4 2
 
0.6%
- 2
 
0.6%
3 2
 
0.6%
· 1
 
0.3%
& 1
 
0.3%
Other values (3) 3
 
0.9%
Latin
ValueCountFrequency (%)
S 2
15.4%
G 2
15.4%
O 1
7.7%
K 1
7.7%
J 1
7.7%
B 1
7.7%
n 1
7.7%
L 1
7.7%
C 1
7.7%
M 1
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1171
76.5%
ASCII 358
 
23.4%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 170
 
14.5%
이 51
 
4.4%
공 36
 
3.1%
스 30
 
2.6%
제 26
 
2.2%
에 26
 
2.2%
장 24
 
2.0%
업 19
 
1.6%
사 19
 
1.6%
식 18
 
1.5%
Other values (210) 752
64.2%
ASCII
ValueCountFrequency (%)
( 145
40.5%
) 145
40.5%
33
 
9.2%
2 9
 
2.5%
1 3
 
0.8%
4 2
 
0.6%
- 2
 
0.6%
S 2
 
0.6%
G 2
 
0.6%
3 2
 
0.6%
Other values (13) 13
 
3.6%
None
ValueCountFrequency (%)
· 1
100.0%

설립일자
Date

Distinct180
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
Minimum1987-06-21 00:00:00
Maximum2020-07-28 00:00:00
2024-01-10T06:25:34.622207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T06:25:34.953282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

종업원수
Real number (ℝ)

ZEROS 

Distinct60
Distinct (%)31.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.611702
Minimum0
Maximum928
Zeros8
Zeros (%)4.3%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2024-01-10T06:25:35.060574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q16
median14
Q328
95-th percentile78.6
Maximum928
Range928
Interquartile range (IQR)22

Descriptive statistics

Standard deviation77.945019
Coefficient of variation (CV)2.632237
Kurtosis97.884223
Mean29.611702
Median Absolute Deviation (MAD)9
Skewness9.1036483
Sum5567
Variance6075.426
MonotonicityNot monotonic
2024-01-10T06:25:35.161675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4 11
 
5.9%
12 10
 
5.3%
10 9
 
4.8%
5 9
 
4.8%
6 9
 
4.8%
0 8
 
4.3%
3 8
 
4.3%
18 7
 
3.7%
20 7
 
3.7%
15 7
 
3.7%
Other values (50) 103
54.8%
ValueCountFrequency (%)
0 8
4.3%
1 3
 
1.6%
2 4
 
2.1%
3 8
4.3%
4 11
5.9%
5 9
4.8%
6 9
4.8%
7 5
2.7%
8 5
2.7%
9 5
2.7%
ValueCountFrequency (%)
928 1
0.5%
372 1
0.5%
339 1
0.5%
129 1
0.5%
120 1
0.5%
113 1
0.5%
110 1
0.5%
98 1
0.5%
97 1
0.5%
80 1
0.5%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2020-09-07
188 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-09-07
2nd row2020-09-07
3rd row2020-09-07
4th row2020-09-07
5th row2020-09-07

Common Values

ValueCountFrequency (%)
2020-09-07 188
100.0%

Length

2024-01-10T06:25:35.257677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T06:25:35.329308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-09-07 188
100.0%

Interactions

2024-01-10T06:25:33.809677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T06:25:35.374267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
산업단지명종업원수
산업단지명1.0000.385
종업원수0.3851.000
2024-01-10T06:25:35.435922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종업원수산업단지명
종업원수1.0000.214
산업단지명0.2141.000

Missing values

2024-01-10T06:25:33.893883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T06:25:33.967022image/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

산업단지명기업명설립일자종업원수데이터기준일
0공주검상농공단지(주) 피엔제이 생활건강2013-01-24422020-09-07
1공주검상농공단지(주)고려헬스팜2006-08-03182020-09-07
2공주검상농공단지(주)고려화학엔지니어링1999-10-02172020-09-07
3공주검상농공단지(주)대덕바이오2000-09-29112020-09-07
4공주검상농공단지(주)수안산업2000-02-21152020-09-07
5공주검상농공단지(주)신일팜글라스1995-07-20572020-09-07
6공주검상농공단지(주)에스피2004-05-1182020-09-07
7공주검상농공단지(주)에이치케이피2004-01-08142020-09-07
8공주검상농공단지(주)필러물산2008-02-29142020-09-07
9공주검상농공단지(주)하니옵티칼2007-08-27182020-09-07
산업단지명기업명설립일자종업원수데이터기준일
178공주탄천일반산업단지다이앤텍2013-02-05102020-09-07
179공주탄천일반산업단지미원화학(주) 탄천공장2017-03-20302020-09-07
180공주탄천일반산업단지삼화페인트공업(주)2014-04-021202020-09-07
181공주탄천일반산업단지엔피케미칼2015-10-29122020-09-07
182공주탄천일반산업단지오메가테크놀로지(주)2015-10-26242020-09-07
183공주탄천일반산업단지오씨아이스페셜티주식회사2011-12-22432020-09-07
184공주탄천일반산업단지주식회사 덕운2018-08-13142020-09-07
185공주탄천일반산업단지주식회사 메디켐2013-07-08172020-09-07
186공주탄천일반산업단지한산2018-04-27102020-09-07
187공주탄천일반산업단지휴먼켐(주)2020-07-06152020-09-07