Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 3038 |
Missing cells | 3727 |
Missing cells (%) | 13.6% |
Duplicate rows | 6 |
Duplicate rows (%) | 0.2% |
Total size in memory | 225.6 KiB |
Average record size in memory | 76.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 3 |
Text | 3 |
Dataset
Description | 경상남도 공사계약시스템의 공동도급자 데이터입니다. 공사년도, 공사구분, 업체명, 금액, 비율, 계약분야 등의 데이터를 포함하고있습니다. |
---|---|
Author | 경상남도 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15049527 |
부서코드 has constant value "" | Constant |
Dataset has 6 (0.2%) duplicate rows | Duplicates |
분담방식 is highly imbalanced (54.5%) | Imbalance |
금액 has 1229 (40.5%) missing values | Missing |
비율 has 195 (6.4%) missing values | Missing |
계약분야 has 2302 (75.8%) missing values | Missing |
금액 is highly skewed (γ1 = 21.3874501) | Skewed |
금액 has 77 (2.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 23:57:27.210430 |
---|---|
Analysis finished | 2023-12-10 23:57:29.350950 |
Duration | 2.14 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
공사년도
Real number (ℝ)
Distinct | 30 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2006.7633 |
Minimum | 1990 |
---|---|
Maximum | 2019 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 26.8 KiB |
Quantile statistics
Minimum | 1990 |
---|---|
5-th percentile | 1996 |
Q1 | 2003 |
median | 2007 |
Q3 | 2011 |
95-th percentile | 2017 |
Maximum | 2019 |
Range | 29 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 6.0505182 |
---|---|
Coefficient of variation (CV) | 0.0030150632 |
Kurtosis | -0.14898723 |
Mean | 2006.7633 |
Median Absolute Deviation (MAD) | 4 |
Skewness | -0.318829 |
Sum | 6096547 |
Variance | 36.60877 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2010 | 318 | 10.5% |
2009 | 197 | 6.5% |
2007 | 196 | 6.5% |
2008 | 189 | 6.2% |
2011 | 172 | 5.7% |
2006 | 169 | 5.6% |
2005 | 165 | 5.4% |
2012 | 161 | 5.3% |
2003 | 161 | 5.3% |
2004 | 149 | 4.9% |
Other values (20) | 1161 |
Value | Count | Frequency (%) |
1990 | 22 | 0.7% |
1991 | 23 | 0.8% |
1992 | 12 | 0.4% |
1993 | 10 | 0.3% |
1994 | 14 | 0.5% |
1995 | 38 | |
1996 | 51 | |
1997 | 66 | |
1998 | 61 | |
1999 | 70 |
Value | Count | Frequency (%) |
2019 | 47 | 1.5% |
2018 | 64 | 2.1% |
2017 | 68 | 2.2% |
2016 | 52 | 1.7% |
2015 | 56 | 1.8% |
2014 | 57 | 1.9% |
2013 | 114 | 3.8% |
2012 | 161 | |
2011 | 172 | |
2010 | 318 |
공사구분
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 23.9 KiB |
공사 | |
---|---|
용역 | |
구매 | 4 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 공사 |
---|---|
2nd row | 공사 |
3rd row | 공사 |
4th row | 공사 |
5th row | 공사 |
Common Values
Value | Count | Frequency (%) |
공사 | 2048 | |
용역 | 986 | |
구매 | 4 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
공사 | 2048 | |
용역 | 986 | |
구매 | 4 | 0.1% |
공사번호
Real number (ℝ)
Distinct | 361 |
---|---|
Distinct (%) | 11.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 120.35253 |
Minimum | 1 |
---|---|
Maximum | 566 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 26.8 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 9 |
Q1 | 43 |
median | 73 |
Q3 | 153 |
95-th percentile | 420 |
Maximum | 566 |
Range | 565 |
Interquartile range (IQR) | 110 |
Descriptive statistics
Standard deviation | 119.69481 |
---|---|
Coefficient of variation (CV) | 0.99453503 |
Kurtosis | 1.7646911 |
Mean | 120.35253 |
Median Absolute Deviation (MAD) | 41 |
Skewness | 1.5972811 |
Sum | 365631 |
Variance | 14326.848 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
45 | 42 | 1.4% |
21 | 39 | 1.3% |
46 | 38 | 1.3% |
63 | 35 | 1.2% |
41 | 34 | 1.1% |
61 | 34 | 1.1% |
73 | 33 | 1.1% |
72 | 33 | 1.1% |
51 | 31 | 1.0% |
58 | 31 | 1.0% |
Other values (351) | 2688 |
Value | Count | Frequency (%) |
1 | 26 | |
2 | 21 | |
3 | 12 | |
4 | 19 | |
5 | 24 | |
6 | 12 | |
7 | 26 | |
8 | 3 | 0.1% |
9 | 10 | 0.3% |
10 | 13 |
Value | Count | Frequency (%) |
566 | 2 | 0.1% |
524 | 4 | |
508 | 2 | 0.1% |
505 | 3 | |
496 | 2 | 0.1% |
495 | 3 | |
488 | 2 | 0.1% |
487 | 5 | |
486 | 2 | 0.1% |
485 | 4 |
부서코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 23.9 KiB |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 3038 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 3038 |
업체명
Text
Distinct | 717 |
---|---|
Distinct (%) | 23.6% |
Missing | 1 |
Missing (%) | < 0.1% |
Memory size | 23.9 KiB |
Length
Max length | 24 |
---|---|
Median length | 21 |
Mean length | 7.9199868 |
Min length | 1 |
Characters and Unicode
Total characters | 24053 |
---|---|
Distinct characters | 315 |
Distinct categories | 9 ? |
Distinct scripts | 3 ? |
Distinct blocks | 3 ? |
Unique
Unique | 351 ? |
---|---|
Unique (%) | 11.6% |
Sample
1st row | 대창건설(주) |
---|---|
2nd row | (주)대백종합건설 |
3rd row | 일신진흥건설(주) |
4th row | 대창건설(주) |
5th row | 롯데건설(주) |
Value | Count | Frequency (%) |
주)대아건설 | 63 | 2.0% |
현대건설(주 | 51 | 1.7% |
주)덕성 | 49 | 1.6% |
주)천진엔지니어링 | 45 | 1.5% |
흥한건설(주 | 42 | 1.4% |
삼성물산(주 | 42 | 1.4% |
삼부토건(주 | 41 | 1.3% |
주)한성개발공사 | 37 | 1.2% |
주)다산컨설턴트 | 37 | 1.2% |
주)청암엔지니어링 | 35 | 1.1% |
Other values (714) | 2639 |
Most occurring characters
Value | Count | Frequency (%) |
( | 2895 | 12.0% |
) | 2894 | 12.0% |
주 | 2885 | 12.0% |
건 | 1620 | 6.7% |
설 | 1397 | 5.8% |
대 | 448 | 1.9% |
합 | 415 | 1.7% |
산 | 404 | 1.7% |
종 | 403 | 1.7% |
지 | 339 | 1.4% |
Other values (305) | 10353 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 18115 | |
Open Punctuation | 2895 | 12.0% |
Close Punctuation | 2894 | 12.0% |
Uppercase Letter | 80 | 0.3% |
Space Separator | 44 | 0.2% |
Decimal Number | 13 | 0.1% |
Math Symbol | 8 | < 0.1% |
Other Punctuation | 3 | < 0.1% |
Lowercase Letter | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
주 | 2885 | 15.9% |
건 | 1620 | 8.9% |
설 | 1397 | 7.7% |
대 | 448 | 2.5% |
합 | 415 | 2.3% |
산 | 404 | 2.2% |
종 | 403 | 2.2% |
지 | 339 | 1.9% |
성 | 338 | 1.9% |
업 | 338 | 1.9% |
Other values (275) | 9528 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 21 | |
K | 14 | |
G | 9 | |
I | 7 | 8.8% |
N | 6 | 7.5% |
L | 6 | 7.5% |
E | 3 | 3.8% |
T | 2 | 2.5% |
A | 2 | 2.5% |
O | 2 | 2.5% |
Other values (7) | 8 | 10.0% |
Decimal Number
Value | Count | Frequency (%) |
0 | 3 | |
4 | 3 | |
1 | 2 | |
3 | 2 | |
2 | 2 | |
6 | 1 | 7.7% |
Other Punctuation
Value | Count | Frequency (%) |
. | 2 | |
: | 1 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2895 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2894 |
Space Separator
Value | Count | Frequency (%) |
44 |
Math Symbol
Value | Count | Frequency (%) |
→ | 8 |
Lowercase Letter
Value | Count | Frequency (%) |
i | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 18115 | |
Common | 5857 | 24.4% |
Latin | 81 | 0.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
주 | 2885 | 15.9% |
건 | 1620 | 8.9% |
설 | 1397 | 7.7% |
대 | 448 | 2.5% |
합 | 415 | 2.3% |
산 | 404 | 2.2% |
종 | 403 | 2.2% |
지 | 339 | 1.9% |
성 | 338 | 1.9% |
업 | 338 | 1.9% |
Other values (275) | 9528 |
Latin
Value | Count | Frequency (%) |
S | 21 | |
K | 14 | |
G | 9 | |
I | 7 | 8.6% |
N | 6 | 7.4% |
L | 6 | 7.4% |
E | 3 | 3.7% |
T | 2 | 2.5% |
A | 2 | 2.5% |
O | 2 | 2.5% |
Other values (8) | 9 |
Common
Value | Count | Frequency (%) |
( | 2895 | |
) | 2894 | |
44 | 0.8% | |
→ | 8 | 0.1% |
0 | 3 | 0.1% |
4 | 3 | 0.1% |
1 | 2 | < 0.1% |
3 | 2 | < 0.1% |
. | 2 | < 0.1% |
2 | 2 | < 0.1% |
Other values (2) | 2 | < 0.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 18115 | |
ASCII | 5930 | 24.7% |
Arrows | 8 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
( | 2895 | |
) | 2894 | |
44 | 0.7% | |
S | 21 | 0.4% |
K | 14 | 0.2% |
G | 9 | 0.2% |
I | 7 | 0.1% |
N | 6 | 0.1% |
L | 6 | 0.1% |
0 | 3 | 0.1% |
Other values (19) | 31 | 0.5% |
Hangul
Value | Count | Frequency (%) |
주 | 2885 | 15.9% |
건 | 1620 | 8.9% |
설 | 1397 | 7.7% |
대 | 448 | 2.5% |
합 | 415 | 2.3% |
산 | 404 | 2.2% |
종 | 403 | 2.2% |
지 | 339 | 1.9% |
성 | 338 | 1.9% |
업 | 338 | 1.9% |
Other values (275) | 9528 |
Arrows
Value | Count | Frequency (%) |
→ | 8 |
금액
Real number (ℝ)
MISSING
  SKEWED
  ZEROS
 
Distinct | 1351 |
---|---|
Distinct (%) | 74.7% |
Missing | 1229 |
Missing (%) | 40.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0589634 × 109 |
Minimum | 0 |
---|---|
Maximum | 1.26763 × 1011 |
Zeros | 77 |
Zeros (%) | 2.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 26.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 565219.6 |
Q1 | 1.14666 × 108 |
median | 3.3 × 108 |
Q3 | 8.92272 × 108 |
95-th percentile | 3.678438 × 109 |
Maximum | 1.26763 × 1011 |
Range | 1.26763 × 1011 |
Interquartile range (IQR) | 7.77606 × 108 |
Descriptive statistics
Standard deviation | 4.2641494 × 109 |
---|---|
Coefficient of variation (CV) | 4.0267201 |
Kurtosis | 567.20952 |
Mean | 1.0589634 × 109 |
Median Absolute Deviation (MAD) | 2.79719 × 108 |
Skewness | 21.38745 |
Sum | 1.9156649 × 1012 |
Variance | 1.818297 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 77 | 2.5% |
124725250 | 6 | 0.2% |
1943200000 | 6 | 0.2% |
116348750 | 6 | 0.2% |
391881000 | 6 | 0.2% |
173151000 | 5 | 0.2% |
40140000 | 5 | 0.2% |
88320000 | 5 | 0.2% |
150000000 | 5 | 0.2% |
120090000 | 4 | 0.1% |
Other values (1341) | 1684 | |
(Missing) | 1229 |
Value | Count | Frequency (%) |
0 | 77 | |
65 | 1 | < 0.1% |
108550 | 3 | 0.1% |
187740 | 1 | < 0.1% |
329918 | 1 | < 0.1% |
348660 | 1 | < 0.1% |
440000 | 1 | < 0.1% |
473110 | 1 | < 0.1% |
548446 | 1 | < 0.1% |
550000 | 4 | 0.1% |
Value | Count | Frequency (%) |
126763000000 | 1 | < 0.1% |
97953320000 | 1 | < 0.1% |
28157677500 | 1 | < 0.1% |
22893700340 | 2 | |
22526142000 | 1 | < 0.1% |
20957090000 | 1 | < 0.1% |
20166860000 | 1 | < 0.1% |
19530500000 | 1 | < 0.1% |
15520560000 | 1 | < 0.1% |
14404900000 | 3 |
비율
Text
MISSING
 
Distinct | 251 |
---|---|
Distinct (%) | 8.8% |
Missing | 195 |
Missing (%) | 6.4% |
Memory size | 23.9 KiB |
Value | Count | Frequency (%) |
50 | 266 | 9.4% |
30 | 233 | 8.2% |
10 | 222 | 7.8% |
20 | 183 | 6.4% |
40 | 156 | 5.5% |
70 | 154 | 5.4% |
25 | 148 | 5.2% |
60 | 109 | 3.8% |
15 | 102 | 3.6% |
5 | 69 | 2.4% |
Other values (241) | 1201 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 1519 | |
5 | 1030 | |
1 | 658 | |
2 | 552 | 8.8% |
3 | 549 | 8.7% |
4 | 433 | 6.9% |
7 | 408 | 6.5% |
. | 358 | 5.7% |
6 | 304 | 4.8% |
9 | 248 | 3.9% |
Other values (2) | 224 | 3.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 5921 | |
Other Punctuation | 358 | 5.7% |
Dash Punctuation | 4 | 0.1% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 1519 | |
5 | 1030 | |
1 | 658 | |
2 | 552 | 9.3% |
3 | 549 | 9.3% |
4 | 433 | 7.3% |
7 | 408 | 6.9% |
6 | 304 | 5.1% |
9 | 248 | 4.2% |
8 | 220 | 3.7% |
Other Punctuation
Value | Count | Frequency (%) |
. | 358 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 6283 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 1519 | |
5 | 1030 | |
1 | 658 | |
2 | 552 | 8.8% |
3 | 549 | 8.7% |
4 | 433 | 6.9% |
7 | 408 | 6.5% |
. | 358 | 5.7% |
6 | 304 | 4.8% |
9 | 248 | 3.9% |
Other values (2) | 224 | 3.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 6283 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 1519 | |
5 | 1030 | |
1 | 658 | |
2 | 552 | 8.8% |
3 | 549 | 8.7% |
4 | 433 | 6.9% |
7 | 408 | 6.5% |
. | 358 | 5.7% |
6 | 304 | 4.8% |
9 | 248 | 3.9% |
Other values (2) | 224 | 3.6% |
계약분야
Text
MISSING
 
Distinct | 124 |
---|---|
Distinct (%) | 16.8% |
Missing | 2302 |
Missing (%) | 75.8% |
Memory size | 23.9 KiB |
Value | Count | Frequency (%) |
167 | ||
토목 | 104 | 13.7% |
공동이행 | 71 | 9.4% |
전분야 | 59 | 7.8% |
공동이행방식 | 25 | 3.3% |
책임감리 | 24 | 3.2% |
전기 | 14 | 1.8% |
건축 | 14 | 1.8% |
토목공사업 | 11 | 1.4% |
하천대장작성 | 10 | 1.3% |
Other values (116) | 260 |
Most occurring characters
Value | Count | Frequency (%) |
- | 166 | 6.7% |
공 | 157 | 6.4% |
토 | 130 | 5.3% |
목 | 125 | 5.1% |
전 | 112 | 4.5% |
동 | 103 | 4.2% |
이 | 103 | 4.2% |
행 | 101 | 4.1% |
분 | 74 | 3.0% |
야 | 72 | 2.9% |
Other values (130) | 1323 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 2222 | |
Dash Punctuation | 166 | 6.7% |
Decimal Number | 31 | 1.3% |
Space Separator | 23 | 0.9% |
Other Punctuation | 14 | 0.6% |
Close Punctuation | 3 | 0.1% |
Open Punctuation | 3 | 0.1% |
Uppercase Letter | 3 | 0.1% |
Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
공 | 157 | 7.1% |
토 | 130 | 5.9% |
목 | 125 | 5.6% |
전 | 112 | 5.0% |
동 | 103 | 4.6% |
이 | 103 | 4.6% |
행 | 101 | 4.5% |
분 | 74 | 3.3% |
야 | 72 | 3.2% |
기 | 67 | 3.0% |
Other values (107) | 1178 |
Decimal Number
Value | Count | Frequency (%) |
0 | 8 | |
4 | 5 | |
8 | 4 | |
1 | 3 | 9.7% |
5 | 2 | 6.5% |
7 | 2 | 6.5% |
9 | 2 | 6.5% |
3 | 2 | 6.5% |
2 | 2 | 6.5% |
6 | 1 | 3.2% |
Other Punctuation
Value | Count | Frequency (%) |
. | 8 | |
% | 3 | 21.4% |
? | 1 | 7.1% |
; | 1 | 7.1% |
/ | 1 | 7.1% |
Uppercase Letter
Value | Count | Frequency (%) |
Q | 1 | |
B | 1 | |
D | 1 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 166 |
Space Separator
Value | Count | Frequency (%) |
23 |
Close Punctuation
Value | Count | Frequency (%) |
) | 3 |
Open Punctuation
Value | Count | Frequency (%) |
( | 3 |
Modifier Symbol
Value | Count | Frequency (%) |
` | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 2222 | |
Common | 241 | 9.8% |
Latin | 3 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
공 | 157 | 7.1% |
토 | 130 | 5.9% |
목 | 125 | 5.6% |
전 | 112 | 5.0% |
동 | 103 | 4.6% |
이 | 103 | 4.6% |
행 | 101 | 4.5% |
분 | 74 | 3.3% |
야 | 72 | 3.2% |
기 | 67 | 3.0% |
Other values (107) | 1178 |
Common
Value | Count | Frequency (%) |
- | 166 | |
23 | 9.5% | |
. | 8 | 3.3% |
0 | 8 | 3.3% |
4 | 5 | 2.1% |
8 | 4 | 1.7% |
% | 3 | 1.2% |
) | 3 | 1.2% |
( | 3 | 1.2% |
1 | 3 | 1.2% |
Other values (10) | 15 | 6.2% |
Latin
Value | Count | Frequency (%) |
Q | 1 | |
B | 1 | |
D | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 2222 | |
ASCII | 244 | 9.9% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 166 | |
23 | 9.4% | |
. | 8 | 3.3% |
0 | 8 | 3.3% |
4 | 5 | 2.0% |
8 | 4 | 1.6% |
% | 3 | 1.2% |
) | 3 | 1.2% |
( | 3 | 1.2% |
1 | 3 | 1.2% |
Other values (13) | 18 | 7.4% |
Hangul
Value | Count | Frequency (%) |
공 | 157 | 7.1% |
토 | 130 | 5.9% |
목 | 125 | 5.6% |
전 | 112 | 5.0% |
동 | 103 | 4.6% |
이 | 103 | 4.6% |
행 | 101 | 4.5% |
분 | 74 | 3.3% |
야 | 72 | 3.2% |
기 | 67 | 3.0% |
Other values (107) | 1178 |
분담방식
Categorical
IMBALANCE
 
Distinct | 10 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 23.9 KiB |
<NA> | |
---|---|
공동이행방식 | |
분담이행방식 | |
주계약자관리방식 | 48 |
공동이행 | 29 |
Other values (5) | 21 |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.9664253 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | - |
---|---|
2nd row | - |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 1542 | |
공동이행방식 | 1185 | |
분담이행방식 | 213 | 7.0% |
주계약자관리방식 | 48 | 1.6% |
공동이행 | 29 | 1.0% |
- | 16 | 0.5% |
토공 | 2 | 0.1% |
전기분야 | 1 | < 0.1% |
소방분야 | 1 | < 0.1% |
건축분야 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 1542 | |
공동이행방식 | 1185 | |
분담이행방식 | 213 | 7.0% |
주계약자관리방식 | 48 | 1.6% |
공동이행 | 29 | 1.0% |
16 | 0.5% | |
토공 | 2 | 0.1% |
전기분야 | 1 | < 0.1% |
소방분야 | 1 | < 0.1% |
건축분야 | 1 | < 0.1% |
공사년도 | 공사구분 | 공사번호 | 금액 | 분담방식 | |
---|---|---|---|---|---|
공사년도 | 1.000 | 0.470 | 0.617 | 0.000 | 0.603 |
공사구분 | 0.470 | 1.000 | 0.590 | 0.000 | 0.366 |
공사번호 | 0.617 | 0.590 | 1.000 | 0.000 | 0.315 |
금액 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
분담방식 | 0.603 | 0.366 | 0.315 | 0.000 | 1.000 |
분담방식 | 공사구분 | |
---|---|---|
분담방식 | 1.000 | 0.365 |
공사구분 | 0.365 | 1.000 |
공사년도 | 공사번호 | 금액 | 공사구분 | 분담방식 | |
---|---|---|---|---|---|
공사년도 | 1.000 | 0.354 | -0.024 | 0.322 | 0.369 |
공사번호 | 0.354 | 1.000 | -0.183 | 0.427 | 0.148 |
금액 | -0.024 | -0.183 | 1.000 | 0.000 | 0.000 |
공사구분 | 0.322 | 0.427 | 0.000 | 1.000 | 0.365 |
분담방식 | 0.369 | 0.148 | 0.000 | 0.365 | 1.000 |
공사년도 | 공사구분 | 공사번호 | 부서코드 | 업체명 | 금액 | 비율 | 계약분야 | 분담방식 | |
---|---|---|---|---|---|---|---|---|---|
0 | 1990 | 공사 | 2 | 1 | 대창건설(주) | 335799807 | 42.64 | - | - |
1 | 1990 | 공사 | 2 | 1 | (주)대백종합건설 | 451723193 | 57.36 | - | - |
2 | 1990 | 공사 | 17 | 1 | 일신진흥건설(주) | 362037500 | 50 | - | <NA> |
3 | 1990 | 공사 | 17 | 1 | 대창건설(주) | 362037500 | 50 | <NA> | <NA> |
4 | 1990 | 공사 | 21 | 1 | 롯데건설(주) | 220900000 | 50 | <NA> | <NA> |
5 | 1990 | 공사 | 21 | 1 | 서진산업(주) | 220900000 | 50 | <NA> | <NA> |
6 | 1990 | 공사 | 23 | 1 | 은하산업(주) | 92559000 | 30 | <NA> | <NA> |
7 | 1990 | 공사 | 23 | 1 | 대능건설(주) | 215971000 | 70 | <NA> | <NA> |
8 | 1990 | 공사 | 58 | 1 | 명신산업(주) | 345350000 | 50 | <NA> | <NA> |
9 | 1990 | 공사 | 58 | 1 | 유원건설(주) | 345350000 | 50 | <NA> | <NA> |
공사년도 | 공사구분 | 공사번호 | 부서코드 | 업체명 | 금액 | 비율 | 계약분야 | 분담방식 | |
---|---|---|---|---|---|---|---|---|---|
3028 | 2019 | 공사 | 111 | 1 | (주)삼호 | 3372171000 | 51 | 토목 | 공동이행방식 |
3029 | 2018 | 공사 | 73 | 1 | (주)토지종합건설 | 1330028185 | 50 | 토목 | 공동이행방식 |
3030 | 2018 | 공사 | 73 | 1 | (주)영원종합건설 | 1330028185 | 50 | 토목 | 공동이행방식 |
3031 | 2018 | 공사 | 36 | 1 | (주)태영건설 | 1347055000 | 41 | - | 공동이행방식 |
3032 | 2018 | 공사 | 36 | 1 | 용원씨에스(주) | 1281345000 | 39 | - | 공동이행방식 |
3033 | 2017 | 공사 | 132 | 1 | 일광이앤씨 주식회사 | 3180401450 | 49.9 | - | 공동이행방식 |
3034 | 2017 | 공사 | 132 | 1 | 청산종합건설(주) | 3193148550 | 50.1 | - | 공동이행방식 |
3035 | 2017 | 공사 | 72 | 1 | (주)토지종합건설 | 3655265000 | 50 | - | 공동이행방식 |
3036 | 2017 | 공사 | 72 | 1 | (주)영원종합건설 | 3655265000 | 50 | - | 공동이행방식 |
3037 | 2018 | 공사 | 36 | 1 | (주)대아건설 | 657100000 | 20 | - | 공동이행방식 |
Most frequently occurring
공사년도 | 공사구분 | 공사번호 | 부서코드 | 업체명 | 금액 | 비율 | 계약분야 | 분담방식 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 1995 | 공사 | 93 | 1 | (주)동명전기 | 77040482 | 95.8 | <NA> | <NA> | 2 |
1 | 1996 | 공사 | 45 | 1 | (주)신일건업 | 902164900 | 70 | <NA> | <NA> | 2 |
2 | 2002 | 공사 | 43 | 1 | 동아건설(주) | <NA> | <NA> | <NA> | <NA> | 2 |
3 | 2005 | 용역 | 50 | 1 | (주)한맥기술 | <NA> | 40 | <NA> | 공동이행방식 | 2 |
4 | 2005 | 용역 | 76 | 1 | (주)큰길엔지니어링 | <NA> | 20 | <NA> | 공동이행방식 | 2 |
5 | 2009 | 용역 | 274 | 1 | (주)청암엔지니어링 | <NA> | 30 | <NA> | 공동이행방식 | 2 |