Overview

Dataset statistics

Number of variables4
Number of observations152
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.0 KiB
Average record size in memory33.9 B

Variable types

Numeric1
Text2
Categorical1

Dataset

Description2023년 경상남도 창원시 건설기계업체현황 입니다.
Author경상남도 창원시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15086824

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 22:46:40.769579
Analysis finished2023-12-10 22:46:41.159740
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct152
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76.5
Minimum1
Maximum152
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-11T07:46:41.223213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile8.55
Q138.75
median76.5
Q3114.25
95-th percentile144.45
Maximum152
Range151
Interquartile range (IQR)75.5

Descriptive statistics

Standard deviation44.022721
Coefficient of variation (CV)0.57546041
Kurtosis-1.2
Mean76.5
Median Absolute Deviation (MAD)38
Skewness0
Sum11628
Variance1938
MonotonicityStrictly increasing
2023-12-11T07:46:41.348584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.7%
106 1
 
0.7%
99 1
 
0.7%
100 1
 
0.7%
101 1
 
0.7%
102 1
 
0.7%
103 1
 
0.7%
104 1
 
0.7%
105 1
 
0.7%
107 1
 
0.7%
Other values (142) 142
93.4%
ValueCountFrequency (%)
1 1
0.7%
2 1
0.7%
3 1
0.7%
4 1
0.7%
5 1
0.7%
6 1
0.7%
7 1
0.7%
8 1
0.7%
9 1
0.7%
10 1
0.7%
ValueCountFrequency (%)
152 1
0.7%
151 1
0.7%
150 1
0.7%
149 1
0.7%
148 1
0.7%
147 1
0.7%
146 1
0.7%
145 1
0.7%
144 1
0.7%
143 1
0.7%

상호(명칭)
Text

Distinct133
Distinct (%)87.5%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-11T07:46:41.556200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length14.5
Mean length7.9934211
Min length4

Characters and Unicode

Total characters1215
Distinct characters177
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

Unique117 ?
Unique (%)77.0%

Sample

1st row한진종합중기(주)
2nd row88중기
3rd row(주)세종
4th row대흥중기
5th row(주)영남중기
ValueCountFrequency (%)
주식회사 10
 
5.9%
현대지게차 4
 
2.4%
주)두산건기&산업차량am센터 3
 
1.8%
주)두산중장비센터 3
 
1.8%
주)포스텍 3
 
1.8%
형제종합중기(주 3
 
1.8%
코리아트랜스(주 2
 
1.2%
한국지게차 2
 
1.2%
첨단건설기계 2
 
1.2%
현대지게차판매(주 2
 
1.2%
Other values (127) 136
80.0%
2023-12-11T07:46:41.886563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 77
 
6.3%
( 76
 
6.3%
) 76
 
6.3%
기 68
 
5.6%
건 40
 
3.3%
중 31
 
2.6%
대 27
 
2.2%
사 26
 
2.1%
합 23
 
1.9%
종 22
 
1.8%
Other values (167) 749
61.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1024
84.3%
Open Punctuation 76
 
6.3%
Close Punctuation 76
 
6.3%
Space Separator 18
 
1.5%
Uppercase Letter 13
 
1.1%
Decimal Number 5
 
0.4%
Other Punctuation 3
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 77
 
7.5%
기 68
 
6.6%
건 40
 
3.9%
중 31
 
3.0%
대 27
 
2.6%
사 26
 
2.5%
합 23
 
2.2%
종 22
 
2.1%
차 21
 
2.1%
매 21
 
2.1%
Other values (154) 668
65.2%
Uppercase Letter
ValueCountFrequency (%)
M 3
23.1%
A 3
23.1%
K 2
15.4%
J 2
15.4%
E 1
 
7.7%
N 1
 
7.7%
G 1
 
7.7%
Decimal Number
ValueCountFrequency (%)
1 3
60.0%
8 2
40.0%
Open Punctuation
ValueCountFrequency (%)
( 76
100.0%
Close Punctuation
ValueCountFrequency (%)
) 76
100.0%
Space Separator
ValueCountFrequency (%)
18
100.0%
Other Punctuation
ValueCountFrequency (%)
& 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1024
84.3%
Common 178
 
14.7%
Latin 13
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 77
 
7.5%
기 68
 
6.6%
건 40
 
3.9%
중 31
 
3.0%
대 27
 
2.6%
사 26
 
2.5%
합 23
 
2.2%
종 22
 
2.1%
차 21
 
2.1%
매 21
 
2.1%
Other values (154) 668
65.2%
Latin
ValueCountFrequency (%)
M 3
23.1%
A 3
23.1%
K 2
15.4%
J 2
15.4%
E 1
 
7.7%
N 1
 
7.7%
G 1
 
7.7%
Common
ValueCountFrequency (%)
( 76
42.7%
) 76
42.7%
18
 
10.1%
1 3
 
1.7%
& 3
 
1.7%
8 2
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1024
84.3%
ASCII 191
 
15.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 77
 
7.5%
기 68
 
6.6%
건 40
 
3.9%
중 31
 
3.0%
대 27
 
2.6%
사 26
 
2.5%
합 23
 
2.2%
종 22
 
2.1%
차 21
 
2.1%
매 21
 
2.1%
Other values (154) 668
65.2%
ASCII
ValueCountFrequency (%)
( 76
39.8%
) 76
39.8%
18
 
9.4%
M 3
 
1.6%
1 3
 
1.6%
& 3
 
1.6%
A 3
 
1.6%
K 2
 
1.0%
8 2
 
1.0%
J 2
 
1.0%
Other values (3) 3
 
1.6%

사업유형
Categorical

Distinct5
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
대여업
74 
정비업
40 
매매업
33 
해체재활용업
 
3
등록번호제작자
 
2

Length

Max length7
Median length3
Mean length3.1118421
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대여업 74
48.7%
정비업 40
26.3%
매매업 33
21.7%
해체재활용업 3
 
2.0%
등록번호제작자 2
 
1.3%

Length

2023-12-11T07:46:42.013993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:46:42.117391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대여업 74
48.7%
정비업 40
26.3%
매매업 33
21.7%
해체재활용업 3
 
2.0%
등록번호제작자 2
 
1.3%

주소
Text

Distinct121
Distinct (%)79.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-11T07:46:42.381849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length67
Median length45
Mean length30.203947
Min length22

Characters and Unicode

Total characters4591
Distinct characters158
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique99 ?
Unique (%)65.1%

Sample

1st row경상남도 창원시 의창구 평산로 96, 305호(팔용동, 웰빙프라자)
2nd row경상남도 창원시 의창구 차상로96번길 7, 제일빌딩 3층 302호
3rd row경상남도 창원시 의창구 평산로8번길 48(팔용동)
4th row경상남도 창원시 의창구 무역로581번길 2-1(사화동)
5th row경상남도 창원시 의창구 평산로 96, 305호(팔용동, 웰빙프라자)
ValueCountFrequency (%)
경상남도 152
 
17.9%
창원시 81
 
9.5%
창원시마산회원구 43
 
5.1%
진해구 29
 
3.4%
창원시마산합포구 28
 
3.3%
내서읍 27
 
3.2%
진북면 23
 
2.7%
의창구 21
 
2.5%
성산구 17
 
2.0%
진북산업로 15
 
1.8%
Other values (276) 413
48.6%
2023-12-11T07:46:42.787414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
697
 
15.2%
원 212
 
4.6%
창 173
 
3.8%
남 168
 
3.7%
상 159
 
3.5%
구 155
 
3.4%
도 154
 
3.4%
경 153
 
3.3%
시 152
 
3.3%
1 146
 
3.2%
Other values (148) 2422
52.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2949
64.2%
Space Separator 697
 
15.2%
Decimal Number 667
 
14.5%
Open Punctuation 87
 
1.9%
Close Punctuation 87
 
1.9%
Other Punctuation 57
 
1.2%
Dash Punctuation 32
 
0.7%
Uppercase Letter 15
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 212
 
7.2%
창 173
 
5.9%
남 168
 
5.7%
상 159
 
5.4%
구 155
 
5.3%
도 154
 
5.2%
경 153
 
5.2%
시 152
 
5.2%
산 134
 
4.5%
로 114
 
3.9%
Other values (123) 1375
46.6%
Decimal Number
ValueCountFrequency (%)
1 146
21.9%
2 104
15.6%
0 63
9.4%
3 60
9.0%
5 57
 
8.5%
9 55
 
8.2%
4 52
 
7.8%
7 50
 
7.5%
8 43
 
6.4%
6 37
 
5.5%
Uppercase Letter
ValueCountFrequency (%)
A 4
26.7%
F 2
13.3%
C 2
13.3%
X 2
13.3%
T 1
 
6.7%
E 1
 
6.7%
L 1
 
6.7%
S 1
 
6.7%
K 1
 
6.7%
Other Punctuation
ValueCountFrequency (%)
, 55
96.5%
: 2
 
3.5%
Space Separator
ValueCountFrequency (%)
697
100.0%
Open Punctuation
ValueCountFrequency (%)
( 87
100.0%
Close Punctuation
ValueCountFrequency (%)
) 87
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 32
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2949
64.2%
Common 1627
35.4%
Latin 15
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 212
 
7.2%
창 173
 
5.9%
남 168
 
5.7%
상 159
 
5.4%
구 155
 
5.3%
도 154
 
5.2%
경 153
 
5.2%
시 152
 
5.2%
산 134
 
4.5%
로 114
 
3.9%
Other values (123) 1375
46.6%
Common
ValueCountFrequency (%)
697
42.8%
1 146
 
9.0%
2 104
 
6.4%
( 87
 
5.3%
) 87
 
5.3%
0 63
 
3.9%
3 60
 
3.7%
5 57
 
3.5%
, 55
 
3.4%
9 55
 
3.4%
Other values (6) 216
 
13.3%
Latin
ValueCountFrequency (%)
A 4
26.7%
F 2
13.3%
C 2
13.3%
X 2
13.3%
T 1
 
6.7%
E 1
 
6.7%
L 1
 
6.7%
S 1
 
6.7%
K 1
 
6.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2949
64.2%
ASCII 1642
35.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
697
42.4%
1 146
 
8.9%
2 104
 
6.3%
( 87
 
5.3%
) 87
 
5.3%
0 63
 
3.8%
3 60
 
3.7%
5 57
 
3.5%
, 55
 
3.3%
9 55
 
3.3%
Other values (15) 231
 
14.1%
Hangul
ValueCountFrequency (%)
원 212
 
7.2%
창 173
 
5.9%
남 168
 
5.7%
상 159
 
5.4%
구 155
 
5.3%
도 154
 
5.2%
경 153
 
5.2%
시 152
 
5.2%
산 134
 
4.5%
로 114
 
3.9%
Other values (123) 1375
46.6%

Interactions

2023-12-11T07:46:40.963816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:46:42.875688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번사업유형
순번1.0000.453
사업유형0.4531.000
2023-12-11T07:46:42.947985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번사업유형
순번1.0000.200
사업유형0.2001.000

Missing values

2023-12-11T07:46:41.062627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:46:41.131655image/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

순번상호(명칭)사업유형주소
01한진종합중기(주)대여업경상남도 창원시 의창구 평산로 96, 305호(팔용동, 웰빙프라자)
1288중기대여업경상남도 창원시 의창구 차상로96번길 7, 제일빌딩 3층 302호
23(주)세종대여업경상남도 창원시 의창구 평산로8번길 48(팔용동)
34대흥중기대여업경상남도 창원시 의창구 무역로581번길 2-1(사화동)
45(주)영남중기대여업경상남도 창원시 의창구 평산로 96, 305호(팔용동, 웰빙프라자)
56(주)제일중기대여업경상남도 창원시 의창구 차상로96번길 7(팔용동)
67마창중기정비정비업경상남도 창원시 의창구 무역로581번길 42-25(팔용동)
78지원정비공업사정비업경상남도 창원시 의창구 팔용동 3번지 3호 번지외 3필지
89(주)창원클라크매매업경상남도 창원시 의창구 차상로72번길 5-15(팔용동)
910선진공업사등록번호제작자경상남도 창원시 의창구 신월동 75번지 12호
순번상호(명칭)사업유형주소
142143여민 주식회사대여업경상남도 창원시 진해구 진해대로1114번길 169(행암동)
143144주식회사 유로트럭모터스정비업경상남도 창원시 진해구 남양동 28번지 10호 (주)유로트럭모터스
144145통운종합정비공장정비업경상남도 창원시 진해구 안골로108번길 28(안골동)
145146티앤티 주식회사정비업경상남도 창원시 진해구 안골로 52(안골동)
146147스카니아코리아그룹(주)신항지점정비업경상남도 창원시 진해구 신항2로 19(용원동)
147148주식회사 아이언사천 신항지점정비업경상남도 창원시 진해구 신항2로 13-19(용원동)
148149에이원모터스정비업경상남도 창원시 진해구 안골로 70(안골동)
149150(주)대동유로모터스정비업경상남도 창원시 진해구 안골로108번길 120(안골동)
150151케이원종합정비공업사정비업경상남도 창원시 진해구 안골로108번길 76(안골동)
151152(주)한타신항1급종합정비정비업경상남도 창원시 진해구 신항10로 98(남문동)