gimi9 Pandas Profiling

Dataset statistics

Number of variables	55
Number of observations	10000
Missing cells	157557
Missing cells (%)	28.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.4 MiB
Average record size in memory	460.0 B

Variable types

Text	19
Categorical	12
Boolean	5
DateTime	9
Numeric	2
Unsupported	8

Dataset

Description	방위사업청 및 각 군이 국내에서 조달하는 시설공사 경쟁 입찰공고 정보를 제공합니다.입찰공고번호,입찰공고차수,참조공고번호,참조공고차수,나라장터공고여부,입찰공고명 등 수록
Author	방위사업청
URL	https://www.data.go.kr/data/15050926/fileData.do

Alerts

`계약체결형태명` has constant value ""	Constant
`개찰장소` has constant value ""	Constant
`입찰공고차수` is highly imbalanced (67.0%)	Imbalance
`참조공고차수` is highly imbalanced (67.0%)	Imbalance
`나라장터공고여부` is highly imbalanced (95.5%)	Imbalance
`전자입찰여부` is highly imbalanced (99.5%)	Imbalance
`계약체결방법명` is highly imbalanced (65.4%)	Imbalance
`낙찰자결정방법명` is highly imbalanced (89.7%)	Imbalance
`설명회실시여부` is highly imbalanced (90.7%)	Imbalance
`설명회실시장소` is highly imbalanced (97.3%)	Imbalance
`공종및면허제한그룹5` is highly imbalanced (98.5%)	Imbalance
`입찰공고링크주소(URL)` is highly imbalanced (75.5%)	Imbalance
`설명회실시일자` has 9904 (99.0%) missing values	Missing
`설명회실시시각` has 9904 (99.0%) missing values	Missing
`예산금액` has 472 (4.7%) missing values	Missing
`참여가능지역명` has 1987 (19.9%) missing values	Missing
`공종및면허제한그룹1` has 101 (1.0%) missing values	Missing
`공종및면허제한그룹2` has 6112 (61.1%) missing values	Missing
`공종및면허제한그룹3` has 9313 (93.1%) missing values	Missing
`공종및면허제한그룹4` has 9809 (98.1%) missing values	Missing
`공종및면허제한그룹6` has 9973 (99.7%) missing values	Missing
`공종및면허제한그룹7` has 9991 (99.9%) missing values	Missing
`공종및면허제한그룹8` has 9991 (99.9%) missing values	Missing
`공종및면허제한그룹9` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹10` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹11` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹12` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹13` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹14` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹15` has 10000 (100.0%) missing values	Missing
`공종및면허제한그룹16` has 10000 (100.0%) missing values	Missing
`예산금액` is highly skewed (γ1 = 25.10342948)	Skewed
`배정예산금액(설계금액)` is highly skewed (γ1 = 53.19620716)	Skewed
`공종및면허제한그룹9` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹10` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹11` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹12` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹13` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹14` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹15` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공종및면허제한그룹16` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-04-06 08:02:07.165765
Analysis finished	2024-04-06 08:02:12.856322
Duration	5.69 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

입찰공고번호
Text

Distinct	7126
Distinct (%)	71.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	33
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4919 ?
Unique (%)	49.2%

Sample

1st row	SFD0016
2nd row	UAC0024
3rd row	HDP0018
4th row	LHN0104
5th row	UMM0124

Value	Count	Frequency (%)
hdq0001	6	0.1%
umm0098	6	0.1%
lkm0058	5	< 0.1%
umm0785	5	< 0.1%
umm0382	5	< 0.1%
lgm0104	5	< 0.1%
umm0811	5	< 0.1%
lcf0003	5	< 0.1%
lcf0009	5	< 0.1%
umm0781	5	< 0.1%
Other values (7116)	9948	99.5%

Most occurring characters

Value	Count	Frequency (%)
0	17922	25.6%
M	6231	8.9%
L	5035	7.2%
1	4932	7.0%
2	2933	4.2%
H	2714	3.9%
3	2515	3.6%
U	2319	3.3%
4	2282	3.3%
5	2119	3.0%
Other values (23)	20998	30.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	57.1%
Uppercase Letter	30000	42.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	6231	20.8%
L	5035	16.8%
H	2714	9.0%
U	2319	7.7%
D	2102	7.0%
C	1925	6.4%
G	1647	5.5%
F	1357	4.5%
S	1356	4.5%
N	1284	4.3%
Other values (13)	4030	13.4%

Decimal Number

Value	Count	Frequency (%)
0	17922	44.8%
1	4932	12.3%
2	2933	7.3%
3	2515	6.3%
4	2282	5.7%
5	2119	5.3%
6	1997	5.0%
7	1877	4.7%
8	1730	4.3%
9	1693	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	40000	57.1%
Latin	30000	42.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6231	20.8%
L	5035	16.8%
H	2714	9.0%
U	2319	7.7%
D	2102	7.0%
C	1925	6.4%
G	1647	5.5%
F	1357	4.5%
S	1356	4.5%
N	1284	4.3%
Other values (13)	4030	13.4%

Common

Value	Count	Frequency (%)
0	17922	44.8%
1	4932	12.3%
2	2933	7.3%
3	2515	6.3%
4	2282	5.7%
5	2119	5.3%
6	1997	5.0%
7	1877	4.7%
8	1730	4.3%
9	1693	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17922	25.6%
M	6231	8.9%
L	5035	7.2%
1	4932	7.0%
2	2933	4.2%
H	2714	3.9%
3	2515	3.6%
U	2319	3.3%
4	2282	3.3%
5	2119	3.0%
Other values (23)	20998	30.0%

입찰공고차수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	8223
2	1612
3	137
4	25
5	3

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	8223	82.2%
2	1612	16.1%
3	137	1.4%
4	25	0.2%
5	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8223	82.2%
2	1612	16.1%
3	137	1.4%
4	25	0.2%
5	3	< 0.1%

참조공고번호
Text

Distinct	9216
Distinct (%)	92.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	21
Median length	21
Mean length	21
Min length	21

Characters and Unicode

Total characters	210000
Distinct characters	34
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8459 ?
Unique (%)	84.6%

Sample

1st row	2016SFD00162016-01706
2nd row	2017UAC00242017-18018
3rd row	2017HDP00182017-05691
4th row	2018LHN01042018-10553
5th row	2016UMM01242016-02285

Value	Count	Frequency (%)
2019lng00942019-06187	3	< 0.1%
2018lfn00142018-05836	3	< 0.1%
2019lhr00032019-01439	3	< 0.1%
2016lmk01292016-15384	3	< 0.1%
2017lqc00512017-19210	3	< 0.1%
2016lpf00302016-16078	3	< 0.1%
2017lcf00112017-00962	3	< 0.1%
2019lpq00192019-11482	3	< 0.1%
2019mdg00712019-09908	3	< 0.1%
2018lgk00782018-04180	3	< 0.1%
Other values (9206)	9970	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	47908	22.8%
1	33193	15.8%
2	27280	13.0%
9	12056	5.7%
8	10619	5.1%
7	10372	4.9%
6	10232	4.9%
-	10000	4.8%
3	6335	3.0%
M	6231	3.0%
Other values (24)	35774	17.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	170000	81.0%
Uppercase Letter	30000	14.3%
Dash Punctuation	10000	4.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	6231	20.8%
L	5035	16.8%
H	2714	9.0%
U	2319	7.7%
D	2102	7.0%
C	1925	6.4%
G	1647	5.5%
F	1357	4.5%
S	1356	4.5%
N	1284	4.3%
Other values (13)	4030	13.4%

Decimal Number

Value	Count	Frequency (%)
0	47908	28.2%
1	33193	19.5%
2	27280	16.0%
9	12056	7.1%
8	10619	6.2%
7	10372	6.1%
6	10232	6.0%
3	6335	3.7%
4	6102	3.6%
5	5903	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	180000	85.7%
Latin	30000	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6231	20.8%
L	5035	16.8%
H	2714	9.0%
U	2319	7.7%
D	2102	7.0%
C	1925	6.4%
G	1647	5.5%
F	1357	4.5%
S	1356	4.5%
N	1284	4.3%
Other values (13)	4030	13.4%

Common

Value	Count	Frequency (%)
0	47908	26.6%
1	33193	18.4%
2	27280	15.2%
9	12056	6.7%
8	10619	5.9%
7	10372	5.8%
6	10232	5.7%
-	10000	5.6%
3	6335	3.5%
4	6102	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	210000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	47908	22.8%
1	33193	15.8%
2	27280	13.0%
9	12056	5.7%
8	10619	5.1%
7	10372	4.9%
6	10232	4.9%
-	10000	4.8%
3	6335	3.0%
M	6231	3.0%
Other values (24)	35774	17.0%

참조공고차수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	8223
2	1612
3	137
4	25
5	3

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	8223	82.2%
2	1612	16.1%
3	137	1.4%
4	25	0.2%
5	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8223	82.2%
2	1612	16.1%
3	137	1.4%
4	25	0.2%
5	3	< 0.1%

나라장터공고여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	9951
False	49

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9951	99.5%
False	49	0.5%

입찰공고명
Text

Distinct	8408
Distinct (%)	84.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	29
Median length	24
Mean length	19.1336
Min length	6

Characters and Unicode

Total characters	191336
Distinct characters	555
Distinct categories	15 ?
Distinct scripts	3 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7218 ?
Unique (%)	72.2%

Sample

1st row	석면정비 및 유해작업장 개선 설계용역
2nd row	00지역 온수보일러 및 온수탱크 교체공사
3rd row	17대규모보수(노후시설개선공사)
4th row	솔바람 아파트 샷시 발코니 보수
5th row	00부대 통합시설 신축 시설공사(16-2002)

Value	Count	Frequency (%)
00부대	2164	6.6%
설계용역	1052	3.2%
신축	701	2.2%
보수공사	674	2.1%
등	566	1.7%
전기공사	393	1.2%
개선공사	380	1.2%
및	362	1.1%
공사	359	1.1%
00지역	333	1.0%
Other values (8667)	25578	78.6%

Most occurring characters

Value	Count	Frequency (%)
	22643	11.8%
0	10480	5.5%
-	9269	4.8%
1	8779	4.6%
사	8456	4.4%
공	7739	4.0%
설	5403	2.8%
대	4865	2.5%
)	4115	2.2%
(	4086	2.1%
Other values (545)	105501	55.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	112903	59.0%
Decimal Number	34387	18.0%
Space Separator	22643	11.8%
Dash Punctuation	9269	4.8%
Close Punctuation	4273	2.2%
Open Punctuation	4245	2.2%
Uppercase Letter	3274	1.7%
Other Punctuation	217	0.1%
Lowercase Letter	51	< 0.1%
Final Punctuation	34	< 0.1%
Other values (5)	40	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	8456	7.5%
공	7739	6.9%
설	5403	4.8%
대	4865	4.3%
역	3618	3.2%
부	3386	3.0%
용	3115	2.8%
시	2809	2.5%
기	2711	2.4%
수	2477	2.2%
Other values (481)	68324	60.5%

Uppercase Letter

Value	Count	Frequency (%)
B	561	17.1%
O	540	16.5%
A	443	13.5%
C	374	11.4%
P	221	6.8%
D	163	5.0%
S	150	4.6%
G	148	4.5%
K	116	3.5%
E	106	3.2%
Other values (16)	452	13.8%

Decimal Number

Value	Count	Frequency (%)
0	10480	30.5%
1	8779	25.5%
9	2347	6.8%
2	2262	6.6%
6	2138	6.2%
8	2017	5.9%
7	1956	5.7%
3	1925	5.6%
5	1250	3.6%
4	1233	3.6%

Lowercase Letter

Value	Count	Frequency (%)
m	15	29.4%
o	13	25.5%
c	10	19.6%
p	5	9.8%
l	4	7.8%
s	1	2.0%
i	1	2.0%
t	1	2.0%
e	1	2.0%

Other Punctuation

Value	Count	Frequency (%)
/	104	47.9%
'	79	36.4%
.	25	11.5%
·	8	3.7%
*	1	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	4115	96.3%
]	158	3.7%

Open Punctuation

Value	Count	Frequency (%)
(	4086	96.3%
[	159	3.7%

Other Symbol

Value	Count	Frequency (%)
○	18	81.8%
□	4	18.2%

Math Symbol

Value	Count	Frequency (%)
~	3	75.0%
+	1	25.0%

Space Separator

Value	Count	Frequency (%)
	22643	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9269	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	34	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	9	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	112903	59.0%
Common	75106	39.3%
Latin	3327	1.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	8456	7.5%
공	7739	6.9%
설	5403	4.8%
대	4865	4.3%
역	3618	3.2%
부	3386	3.0%
용	3115	2.8%
시	2809	2.5%
기	2711	2.4%
수	2477	2.2%
Other values (481)	68324	60.5%

Latin

Value	Count	Frequency (%)
B	561	16.9%
O	540	16.2%
A	443	13.3%
C	374	11.2%
P	221	6.6%
D	163	4.9%
S	150	4.5%
G	148	4.4%
K	116	3.5%
E	106	3.2%
Other values (26)	505	15.2%

Common

Value	Count	Frequency (%)
	22643	30.1%
0	10480	14.0%
-	9269	12.3%
1	8779	11.7%
)	4115	5.5%
(	4086	5.4%
9	2347	3.1%
2	2262	3.0%
6	2138	2.8%
8	2017	2.7%
Other values (18)	6970	9.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	112846	59.0%
ASCII	78367	41.0%
Compat Jamo	57	< 0.1%
Punctuation	34	< 0.1%
Geometric Shapes	22	< 0.1%
None	8	< 0.1%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	22643	28.9%
0	10480	13.4%
-	9269	11.8%
1	8779	11.2%
)	4115	5.3%
(	4086	5.2%
9	2347	3.0%
2	2262	2.9%
6	2138	2.7%
8	2017	2.6%
Other values (49)	10231	13.1%

Hangul

Value	Count	Frequency (%)
사	8456	7.5%
공	7739	6.9%
설	5403	4.8%
대	4865	4.3%
역	3618	3.2%
부	3386	3.0%
용	3115	2.8%
시	2809	2.5%
기	2711	2.4%
수	2477	2.2%
Other values (478)	68267	60.5%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	55	96.5%
ㅖ	1	1.8%
ㆍ	1	1.8%

Punctuation

Value	Count	Frequency (%)
’	34	100.0%

Geometric Shapes

Value	Count	Frequency (%)
○	18	81.8%
□	4	18.2%

None

Value	Count	Frequency (%)
·	8	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	2	100.0%

입찰공고상태명
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

긴급공고	6554
정상공고	1671
취소공고	1194
정정공고	412
재공고	150

Length

Max length	4
Median length	4
Mean length	3.985
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	긴급공고
2nd row	긴급공고
3rd row	긴급공고
4th row	긴급공고
5th row	긴급공고

Common Values

Value	Count	Frequency (%)
긴급공고	6554	65.5%
정상공고	1671	16.7%
취소공고	1194	11.9%
정정공고	412	4.1%
재공고	150	1.5%
연기공고	19	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
긴급공고	6554	65.5%
정상공고	1671	16.7%
취소공고	1194	11.9%
정정공고	412	4.1%
재공고	150	1.5%
연기공고	19	0.2%

입찰공고일자
Date

Distinct	998
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-07 00:00:00
Maximum	2019-11-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

업무구분명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

공사	7371
용역	2629

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	7371	73.7%
용역	2629	26.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공사	7371	73.7%
용역	2629	26.3%

공동계약여부
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	7730
True	2270

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7730	77.3%
True	2270	22.7%

공동수급방식명
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7730
분담	1334
공동[분담]	895
공동	41

Length

Max length	6
Median length	4
Mean length	3.904
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공동[분담]
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	7730	77.3%
분담	1334	13.3%
공동[분담]	895	8.9%
공동	41	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7730	77.3%
분담	1334	13.3%
공동[분담	895	8.9%
공동	41	0.4%

전자입찰여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	9996
False	4

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9996	> 99.9%
False	4	< 0.1%

계약체결형태명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

총액계약	10000

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	총액계약
2nd row	총액계약
3rd row	총액계약
4th row	총액계약
5th row	총액계약

Common Values

Value	Count	Frequency (%)
총액계약	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
총액계약	10000	100.0%

계약체결방법명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

제한경쟁	8297
일반경쟁	1653
지명경쟁	49
복수경쟁	1

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	제한경쟁
2nd row	제한경쟁
3rd row	제한경쟁
4th row	제한경쟁
5th row	제한경쟁

Common Values

Value	Count	Frequency (%)
제한경쟁	8297	83.0%
일반경쟁	1653	16.5%
지명경쟁	49	0.5%
복수경쟁	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제한경쟁	8297	83.0%
일반경쟁	1653	16.5%
지명경쟁	49	0.5%
복수경쟁	1	< 0.1%

낙찰자결정방법명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

적격심사제	9866
최저가격제	134

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	적격심사제
2nd row	적격심사제
3rd row	적격심사제
4th row	적격심사제
5th row	적격심사제

Common Values

Value	Count	Frequency (%)
적격심사제	9866	98.7%
최저가격제	134	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
적격심사제	9866	98.7%
최저가격제	134	1.3%

공고기관명
Text

Distinct	158
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.3313
Min length	4

Characters and Unicode

Total characters	73313
Distinct characters	106
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	제9227부대
2nd row	국방출판지원단
3rd row	공군제19전투비행단
4th row	제2621부대
5th row	국군재정관리단

Value	Count	Frequency (%)
국군재정관리단	2098	19.9%
육군	404	3.8%
제7821부대	363	3.4%
제1군단	278	2.6%
제5군단사령부	224	2.1%
제6619부대	189	1.8%
해군군수사령부	174	1.6%
육군군수사령부	167	1.6%
제2307부대	161	1.5%
국군의무사령부	142	1.3%
Other values (152)	6358	60.2%

Most occurring characters

Value	Count	Frequency (%)
군	6270	8.6%
제	5815	7.9%
단	5364	7.3%
부	4721	6.4%
1	3541	4.8%
대	3526	4.8%
사	2585	3.5%
국	2571	3.5%
관	2347	3.2%
8	2116	2.9%
Other values (96)	34457	47.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	56409	76.9%
Decimal Number	16346	22.3%
Space Separator	558	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

Decimal Number

Value	Count	Frequency (%)
1	3541	21.7%
8	2116	12.9%
2	1976	12.1%
9	1766	10.8%
7	1765	10.8%
6	1750	10.7%
5	1412	8.6%
3	1134	6.9%
0	876	5.4%
4	10	0.1%

Space Separator

Value	Count	Frequency (%)
	558	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	56409	76.9%
Common	16904	23.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

Common

Value	Count	Frequency (%)
1	3541	20.9%
8	2116	12.5%
2	1976	11.7%
9	1766	10.4%
7	1765	10.4%
6	1750	10.4%
5	1412	8.4%
3	1134	6.7%
0	876	5.2%
	558	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	56409	76.9%
ASCII	16904	23.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

ASCII

Value	Count	Frequency (%)
1	3541	20.9%
8	2116	12.5%
2	1976	11.7%
9	1766	10.4%
7	1765	10.4%
6	1750	10.4%
5	1412	8.4%
3	1134	6.7%
0	876	5.2%
	558	3.3%

공고기관코드
Text

Distinct	156
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	ZD00150
2nd row	ZD00908
3rd row	ZD00189
4th row	ZD00394
5th row	ZD00303

Value	Count	Frequency (%)
zd00303	2098	21.0%
zd00279	384	3.8%
zd00275	278	2.8%
zd00009	224	2.2%
1290300	189	1.9%
zd00289	174	1.7%
1290307	167	1.7%
zd00001	161	1.6%
1290291	142	1.4%
zd00049	127	1.3%
Other values (146)	6056	60.6%

Most occurring characters

Value	Count	Frequency (%)
0	25253	36.1%
Z	8692	12.4%
D	8674	12.4%
3	6482	9.3%
1	4826	6.9%
2	4374	6.2%
9	3718	5.3%
7	2090	3.0%
8	1584	2.3%
4	1551	2.2%
Other values (2)	2756	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52634	75.2%
Uppercase Letter	17366	24.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25253	48.0%
3	6482	12.3%
1	4826	9.2%
2	4374	8.3%
9	3718	7.1%
7	2090	4.0%
8	1584	3.0%
4	1551	2.9%
5	1548	2.9%
6	1208	2.3%

Uppercase Letter

Value	Count	Frequency (%)
Z	8692	50.1%
D	8674	49.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	52634	75.2%
Latin	17366	24.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25253	48.0%
3	6482	12.3%
1	4826	9.2%
2	4374	8.3%
9	3718	7.1%
7	2090	4.0%
8	1584	3.0%
4	1551	2.9%
5	1548	2.9%
6	1208	2.3%

Latin

Value	Count	Frequency (%)
Z	8692	50.1%
D	8674	49.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25253	36.1%
Z	8692	12.4%
D	8674	12.4%
3	6482	9.3%
1	4826	6.9%
2	4374	6.2%
9	3718	5.3%
7	2090	3.0%
8	1584	2.3%
4	1551	2.2%
Other values (2)	2756	3.9%

공고기관담당자부서명
Text

Distinct	159
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.3756
Min length	4

Characters and Unicode

Total characters	73756
Distinct characters	106
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	제9227부대
2nd row	국방출판지원단
3rd row	공군제19전투비행단
4th row	제2621부대
5th row	국군재정관리단

Value	Count	Frequency (%)
국군재정관리단	2098	19.7%
육군	404	3.8%
제7821부대	363	3.4%
제1군단	278	2.6%
제5군단사령부	224	2.1%
제2작전사령부	189	1.8%
해군군수사령부	174	1.6%
육군군수사령부	167	1.6%
제2307부대	161	1.5%
국군의무사령부	142	1.3%
Other values (154)	6439	60.5%

Most occurring characters

Value	Count	Frequency (%)
군	6256	8.5%
제	5815	7.9%
단	5315	7.2%
부	4846	6.6%
대	3400	4.6%
1	3352	4.5%
사	2791	3.8%
국	2661	3.6%
관	2347	3.2%
2	2165	2.9%
Other values (96)	34808	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57161	77.5%
Decimal Number	15884	21.5%
Space Separator	711	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

Decimal Number

Value	Count	Frequency (%)
1	3352	21.1%
2	2165	13.6%
8	2116	13.3%
7	1800	11.3%
9	1577	9.9%
5	1447	9.1%
6	1407	8.9%
3	1134	7.1%
0	876	5.5%
4	10	0.1%

Space Separator

Value	Count	Frequency (%)
	711	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57161	77.5%
Common	16595	22.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

Common

Value	Count	Frequency (%)
1	3352	20.2%
2	2165	13.0%
8	2116	12.8%
7	1800	10.8%
9	1577	9.5%
5	1447	8.7%
6	1407	8.5%
3	1134	6.8%
0	876	5.3%
	711	4.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57161	77.5%
ASCII	16595	22.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

ASCII

Value	Count	Frequency (%)
1	3352	20.2%
2	2165	13.0%
8	2116	12.8%
7	1800	10.8%
9	1577	9.5%
5	1447	8.7%
6	1407	8.5%
3	1134	6.8%
0	876	5.3%
	711	4.3%

공고기관담당자명
Text

Distinct	453
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	2.9898
Min length	2

Characters and Unicode

Total characters	29898
Distinct characters	171
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	0.4%

Sample

1st row	신철호
2nd row	송희진
3rd row	이성원
4th row	서동근
5th row	임상달

Value	Count	Frequency (%)
임상달	603	6.0%
정우석	397	4.0%
황규진	287	2.9%
송태복	277	2.8%
문석민	270	2.7%
김성룡	228	2.3%
정성기	187	1.9%
최갑주	119	1.2%
홍종관	116	1.2%
윤성진	112	1.1%
Other values (443)	7404	74.0%

Most occurring characters

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29898	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29898	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29898	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

수요기관명
Text

Distinct	158
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.3313
Min length	4

Characters and Unicode

Total characters	73313
Distinct characters	106
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	제9227부대
2nd row	국방출판지원단
3rd row	공군제19전투비행단
4th row	제2621부대
5th row	국군재정관리단

Value	Count	Frequency (%)
국군재정관리단	2098	19.9%
육군	404	3.8%
제7821부대	363	3.4%
제1군단	278	2.6%
제5군단사령부	224	2.1%
제6619부대	189	1.8%
해군군수사령부	174	1.6%
육군군수사령부	167	1.6%
제2307부대	161	1.5%
국군의무사령부	142	1.3%
Other values (152)	6358	60.2%

Most occurring characters

Value	Count	Frequency (%)
군	6270	8.6%
제	5815	7.9%
단	5364	7.3%
부	4721	6.4%
1	3541	4.8%
대	3526	4.8%
사	2585	3.5%
국	2571	3.5%
관	2347	3.2%
8	2116	2.9%
Other values (96)	34457	47.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	56409	76.9%
Decimal Number	16346	22.3%
Space Separator	558	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

Decimal Number

Value	Count	Frequency (%)
1	3541	21.7%
8	2116	12.9%
2	1976	12.1%
9	1766	10.8%
7	1765	10.8%
6	1750	10.7%
5	1412	8.6%
3	1134	6.9%
0	876	5.4%
4	10	0.1%

Space Separator

Value	Count	Frequency (%)
	558	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	56409	76.9%
Common	16904	23.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

Common

Value	Count	Frequency (%)
1	3541	20.9%
8	2116	12.5%
2	1976	11.7%
9	1766	10.4%
7	1765	10.4%
6	1750	10.4%
5	1412	8.4%
3	1134	6.7%
0	876	5.2%
	558	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	56409	76.9%
ASCII	16904	23.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	6270	11.1%
제	5815	10.3%
단	5364	9.5%
부	4721	8.4%
대	3526	6.3%
사	2585	4.6%
국	2571	4.6%
관	2347	4.2%
재	2112	3.7%
정	2109	3.7%
Other values (85)	18989	33.7%

ASCII

Value	Count	Frequency (%)
1	3541	20.9%
8	2116	12.5%
2	1976	11.7%
9	1766	10.4%
7	1765	10.4%
6	1750	10.4%
5	1412	8.4%
3	1134	6.7%
0	876	5.2%
	558	3.3%

수요기관코드
Text

Distinct	156
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	ZD00150
2nd row	ZD00908
3rd row	ZD00189
4th row	ZD00394
5th row	ZD00303

Value	Count	Frequency (%)
zd00303	2098	21.0%
zd00279	384	3.8%
zd00275	278	2.8%
zd00009	224	2.2%
1290300	189	1.9%
zd00289	174	1.7%
1290307	167	1.7%
zd00001	161	1.6%
1290291	142	1.4%
zd00049	127	1.3%
Other values (146)	6056	60.6%

Most occurring characters

Value	Count	Frequency (%)
0	25253	36.1%
Z	8692	12.4%
D	8674	12.4%
3	6482	9.3%
1	4826	6.9%
2	4374	6.2%
9	3718	5.3%
7	2090	3.0%
8	1584	2.3%
4	1551	2.2%
Other values (2)	2756	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52634	75.2%
Uppercase Letter	17366	24.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25253	48.0%
3	6482	12.3%
1	4826	9.2%
2	4374	8.3%
9	3718	7.1%
7	2090	4.0%
8	1584	3.0%
4	1551	2.9%
5	1548	2.9%
6	1208	2.3%

Uppercase Letter

Value	Count	Frequency (%)
Z	8692	50.1%
D	8674	49.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	52634	75.2%
Latin	17366	24.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25253	48.0%
3	6482	12.3%
1	4826	9.2%
2	4374	8.3%
9	3718	7.1%
7	2090	4.0%
8	1584	3.0%
4	1551	2.9%
5	1548	2.9%
6	1208	2.3%

Latin

Value	Count	Frequency (%)
Z	8692	50.1%
D	8674	49.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25253	36.1%
Z	8692	12.4%
D	8674	12.4%
3	6482	9.3%
1	4826	6.9%
2	4374	6.2%
9	3718	5.3%
7	2090	3.0%
8	1584	2.3%
4	1551	2.2%
Other values (2)	2756	3.9%

수요기관담당자부서명
Text

Distinct	159
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.3756
Min length	4

Characters and Unicode

Total characters	73756
Distinct characters	106
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	제9227부대
2nd row	국방출판지원단
3rd row	공군제19전투비행단
4th row	제2621부대
5th row	국군재정관리단

Value	Count	Frequency (%)
국군재정관리단	2098	19.7%
육군	404	3.8%
제7821부대	363	3.4%
제1군단	278	2.6%
제5군단사령부	224	2.1%
제2작전사령부	189	1.8%
해군군수사령부	174	1.6%
육군군수사령부	167	1.6%
제2307부대	161	1.5%
국군의무사령부	142	1.3%
Other values (154)	6439	60.5%

Most occurring characters

Value	Count	Frequency (%)
군	6256	8.5%
제	5815	7.9%
단	5315	7.2%
부	4846	6.6%
대	3400	4.6%
1	3352	4.5%
사	2791	3.8%
국	2661	3.6%
관	2347	3.2%
2	2165	2.9%
Other values (96)	34808	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57161	77.5%
Decimal Number	15884	21.5%
Space Separator	711	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

Decimal Number

Value	Count	Frequency (%)
1	3352	21.1%
2	2165	13.6%
8	2116	13.3%
7	1800	11.3%
9	1577	9.9%
5	1447	9.1%
6	1407	8.9%
3	1134	7.1%
0	876	5.5%
4	10	0.1%

Space Separator

Value	Count	Frequency (%)
	711	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57161	77.5%
Common	16595	22.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

Common

Value	Count	Frequency (%)
1	3352	20.2%
2	2165	13.0%
8	2116	12.8%
7	1800	10.8%
9	1577	9.5%
5	1447	8.7%
6	1407	8.5%
3	1134	6.8%
0	876	5.3%
	711	4.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57161	77.5%
ASCII	16595	22.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	6256	10.9%
제	5815	10.2%
단	5315	9.3%
부	4846	8.5%
대	3400	5.9%
사	2791	4.9%
국	2661	4.7%
관	2347	4.1%
재	2112	3.7%
정	2109	3.7%
Other values (85)	19509	34.1%

ASCII

Value	Count	Frequency (%)
1	3352	20.2%
2	2165	13.0%
8	2116	12.8%
7	1800	10.8%
9	1577	9.5%
5	1447	8.7%
6	1407	8.5%
3	1134	6.8%
0	876	5.3%
	711	4.3%

수요기관담당자명
Text

Distinct	453
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	2.9898
Min length	2

Characters and Unicode

Total characters	29898
Distinct characters	171
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	0.4%

Sample

1st row	신철호
2nd row	송희진
3rd row	이성원
4th row	서동근
5th row	임상달

Value	Count	Frequency (%)
임상달	603	6.0%
정우석	397	4.0%
황규진	287	2.9%
송태복	277	2.8%
문석민	270	2.7%
김성룡	228	2.3%
정성기	187	1.9%
최갑주	119	1.2%
홍종관	116	1.2%
윤성진	112	1.1%
Other values (443)	7404	74.0%

Most occurring characters

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29898	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29898	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29898	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	1503	5.0%
정	1419	4.7%
상	970	3.2%
진	932	3.1%
성	923	3.1%
임	896	3.0%
이	892	3.0%
석	764	2.6%
민	707	2.4%
박	625	2.1%
Other values (161)	20267	67.8%

설명회실시여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9882
True	118

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9882	98.8%
True	118	1.2%

설명회실시일자
Date

MISSING

Distinct	48
Distinct (%)	50.0%
Missing	9904
Missing (%)	99.0%
Memory size	156.2 KiB

Minimum	2016-01-18 00:00:00
Maximum	2019-04-15 00:00:00

Histogram

Histogram with fixed size bins (bins=48)

설명회실시시각
Date

MISSING

Distinct	8
Distinct (%)	8.3%
Missing	9904
Missing (%)	99.0%
Memory size	156.2 KiB

Minimum	2024-04-06 10:00:00
Maximum	2024-04-06 14:30:00

Histogram

Histogram with fixed size bins (bins=8)

설명회실시장소
Categorical

IMBALANCE

Distinct	48
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9882
재정단 민원동 3층	17
미실시	12
민원동 입찰실(3층)	11
재정관리단 입찰실	10
Other values (43)	68

Length

Max length	12
Median length	4
Mean length	4.0543
Min length	2

Unique

Unique	31 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9882	98.8%
재정단 민원동 3층	17	0.2%
미실시	12	0.1%
민원동 입찰실(3층)	11	0.1%
재정관리단 입찰실	10	0.1%
국군재정관리단입찰실	7	0.1%
공고문 참조	6	0.1%
강원도 홍천군 홍천읍	4	< 0.1%
계룡대개나리회관3층	3	< 0.1%
충청북도 증평군 일대	3	< 0.1%
Other values (38)	45	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9882	97.7%
민원동	33	0.3%
3층	19	0.2%
재정단	18	0.2%
입찰실	14	0.1%
미실시	12	0.1%
재정관리단	12	0.1%
입찰실(3층	11	0.1%
강원도	8	0.1%
국군재정관리단입찰실	7	0.1%
Other values (58)	97	1.0%

입찰참가자격등록마감일자
Date

Distinct	903
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-12 00:00:00
Maximum	2019-12-17 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰참가자격등록마감시각
Date

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2024-04-06 10:00:00
Maximum	2024-04-06 21:00:00

Histogram

Histogram with fixed size bins (bins=25)

입찰마감일자
Date

Distinct	916
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-13 00:00:00
Maximum	2019-12-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰마감시각
Date

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2024-04-06 10:00:00
Maximum	2024-04-06 17:00:00

Histogram

Histogram with fixed size bins (bins=29)

개찰일자
Date

Distinct	918
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-13 00:00:00
Maximum	2201-12-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

개찰시각
Date

Distinct	36
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2024-04-06 09:30:00
Maximum	2024-04-06 17:00:00

Histogram

Histogram with fixed size bins (bins=36)

개찰장소
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

국방전자조달 시스템	10000

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	국방전자조달 시스템
2nd row	국방전자조달 시스템
3rd row	국방전자조달 시스템
4th row	국방전자조달 시스템
5th row	국방전자조달 시스템

Common Values

Value	Count	Frequency (%)
국방전자조달 시스템	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
국방전자조달	10000	50.0%
시스템	10000	50.0%

예산금액
Real number (ℝ)

MISSING SKEWED

Distinct	7987
Distinct (%)	83.8%
Missing	472
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.8631532 × 10⁸

Minimum	106
Maximum	1.44 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	106
5-th percentile	29232486
Q1	96148120
median	1.7424365 × 10⁸
Q3	3.6722675 × 10⁸
95-th percentile	1.7029548 × 10⁹
Maximum	1.44 × 10¹¹
Range	1.44 × 10¹¹
Interquartile range (IQR)	2.7107863 × 10⁸

Descriptive statistics

Standard deviation	3.2235509 × 10⁹
Coefficient of variation (CV)	5.4979817
Kurtosis	814.2556
Mean	5.8631532 × 10⁸
Median Absolute Deviation (MAD)	1.0512283 × 10⁸
Skewness	25.103429
Sum	5.5864123 × 10¹²
Variance	1.039128 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150000000	11	0.1%
200000000	9	0.1%
192261160	9	0.1%
180000000	8	0.1%
120000000	8	0.1%
299000000	7	0.1%
123568000	7	0.1%
170000000	7	0.1%
119757150	6	0.1%
129000000	6	0.1%
Other values (7977)	9450	94.5%
(Missing)	472	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106	1	< 0.1%
117800	1	< 0.1%
242000	1	< 0.1%
1060000	2	< 0.1%
1073000	2	< 0.1%
1621909	1	< 0.1%
1900000	1	< 0.1%
2982000	1	< 0.1%
3023910	1	< 0.1%
4203000	2	< 0.1%

Value	Count	Frequency (%)
144000000000	1	< 0.1%
108000000000	1	< 0.1%
94464000000	1	< 0.1%
86095110000	1	< 0.1%
86095109000	1	< 0.1%
72658753590	1	< 0.1%
70817170000	2	< 0.1%
49532304000	2	< 0.1%
47299522923	1	< 0.1%
32965616000	1	< 0.1%

배정예산금액(설계금액)
Real number (ℝ)

SKEWED

Distinct	8132
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7737052 × 10⁹

Minimum	10
Maximum	2.05 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10
5-th percentile	29999850
Q1	1.0041419 × 10⁸
median	1.988985 × 10⁸
Q3	4.5496313 × 10⁸
95-th percentile	3.2772899 × 10⁹
Maximum	2.05 × 10¹²
Range	2.05 × 10¹²
Interquartile range (IQR)	3.5454894 × 10⁸

Descriptive statistics

Standard deviation	2.7944911 × 10¹⁰
Coefficient of variation (CV)	15.755105
Kurtosis	3390.0251
Mean	1.7737052 × 10⁹
Median Absolute Deviation (MAD)	1.28327 × 10⁸
Skewness	53.196207
Sum	1.7737052 × 10¹³
Variance	7.8091805 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
130000000	22	0.2%
150000000	22	0.2%
120000000	19	0.2%
100000000	12	0.1%
200000000	12	0.1%
60000000	10	0.1%
198029000	10	0.1%
180000000	10	0.1%
110000000	9	0.1%
190000000	9	0.1%
Other values (8122)	9865	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
1000	1	< 0.1%
1061000	2	< 0.1%
1073000	2	< 0.1%
1655010	1	< 0.1%
1943000	1	< 0.1%
2982000	1	< 0.1%
3023910	1	< 0.1%
4169000	1	< 0.1%
4203000	2	< 0.1%

Value	Count	Frequency (%)
2050000000000	1	< 0.1%
1190000000000	1	< 0.1%
979000000000	1	< 0.1%
545000000000	1	< 0.1%
475000000000	1	< 0.1%
358000000000	1	< 0.1%
288000000000	1	< 0.1%
256000000000	1	< 0.1%
242000000000	1	< 0.1%
160000000000	1	< 0.1%

지역제한여부
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	8008
False	1992

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	8008	80.1%
False	1992	19.9%

참여가능지역명
Text

MISSING

Distinct	70
Distinct (%)	0.9%
Missing	1987
Missing (%)	19.9%
Memory size	156.2 KiB

Length

Max length	23
Median length	3
Mean length	3.9774117
Min length	3

Characters and Unicode

Total characters	31871
Distinct characters	35
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	0.2%

Sample

1st row	경상북도
2nd row	충청남도
3rd row	충청북도
4th row	강원도
5th row	강원도

Value	Count	Frequency (%)
경기도	2657	33.2%
강원도	1546	19.3%
경상남도	516	6.4%
충청북도	441	5.5%
경상북도	418	5.2%
인천광역시	362	4.5%
충청남도	339	4.2%
전라남도	285	3.6%
서울특별시	242	3.0%
대구광역시	192	2.4%
Other values (60)	1017	12.7%

Most occurring characters

Value	Count	Frequency (%)
도	6904	21.7%
경	3917	12.3%
기	2918	9.2%
강	1616	5.1%
원	1616	5.1%
시	1577	4.9%
남	1230	3.9%
광	1215	3.8%
역	1107	3.5%
북	1068	3.4%
Other values (25)	8703	27.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	31403	98.5%
Other Punctuation	466	1.5%
Space Separator	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	6904	22.0%
경	3917	12.5%
기	2918	9.3%
강	1616	5.1%
원	1616	5.1%
시	1577	5.0%
남	1230	3.9%
광	1215	3.9%
역	1107	3.5%
북	1068	3.4%
Other values (23)	8235	26.2%

Other Punctuation

Value	Count	Frequency (%)
/	466	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	31403	98.5%
Common	468	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	6904	22.0%
경	3917	12.5%
기	2918	9.3%
강	1616	5.1%
원	1616	5.1%
시	1577	5.0%
남	1230	3.9%
광	1215	3.9%
역	1107	3.5%
북	1068	3.4%
Other values (23)	8235	26.2%

Common

Value	Count	Frequency (%)
/	466	99.6%
	2	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	31403	98.5%
ASCII	468	1.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
도	6904	22.0%
경	3917	12.5%
기	2918	9.3%
강	1616	5.1%
원	1616	5.1%
시	1577	5.0%
남	1230	3.9%
광	1215	3.9%
역	1107	3.5%
북	1068	3.4%
Other values (23)	8235	26.2%

ASCII

Value	Count	Frequency (%)
/	466	99.6%
	2	0.4%

공종및면허제한그룹1
Text

MISSING

Distinct	238
Distinct (%)	2.4%
Missing	101
Missing (%)	1.0%
Memory size	156.2 KiB

Length

Max length	81
Median length	65
Mean length	8.5162138
Min length	4

Characters and Unicode

Total characters	84302
Distinct characters	198
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	82 ?
Unique (%)	0.8%

Sample

1st row	건축사사무소
2nd row	기계설비공사업
3rd row	시설물유지관리업
4th row	시설물유지관리업
5th row	건축공사업

Value	Count	Frequency (%)
건축사사무소	1281	12.0%
시설물유지관리업	1112	10.4%
전기공사업	1050	9.8%
건축공사업	894	8.4%
정보통신공사업	533	5.0%
토목공사업	492	4.6%
기계설비공사업	451	4.2%
폐기물종합처분업	342	3.2%
건설폐기물	323	3.0%
중간처리업	297	2.8%
Other values (253)	3898	36.5%

Most occurring characters

Value	Count	Frequency (%)
업	9152	10.9%
사	9121	10.8%
공	5818	6.9%
건	3405	4.0%
설	3205	3.8%
기	3050	3.6%
축	2844	3.4%
물	2485	2.9%
지	2271	2.7%
전	1935	2.3%
Other values (188)	41016	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	78365	93.0%
Other Punctuation	2247	2.7%
Open Punctuation	1379	1.6%
Close Punctuation	1378	1.6%
Space Separator	776	0.9%
Dash Punctuation	80	0.1%
Decimal Number	77	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	9152	11.7%
사	9121	11.6%
공	5818	7.4%
건	3405	4.3%
설	3205	4.1%
기	3050	3.9%
축	2844	3.6%
물	2485	3.2%
지	2271	2.9%
전	1935	2.5%
Other values (175)	35079	44.8%

Other Punctuation

Value	Count	Frequency (%)
.	711	31.6%
/	680	30.3%
·	441	19.6%
,	356	15.8%
:	59	2.6%

Decimal Number

Value	Count	Frequency (%)
1	74	96.1%
6	1	1.3%
4	1	1.3%
2	1	1.3%

Open Punctuation

Value	Count	Frequency (%)
(	1379	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1378	100.0%

Space Separator

Value	Count	Frequency (%)
	776	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	78365	93.0%
Common	5937	7.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	9152	11.7%
사	9121	11.6%
공	5818	7.4%
건	3405	4.3%
설	3205	4.1%
기	3050	3.9%
축	2844	3.6%
물	2485	3.2%
지	2271	2.9%
전	1935	2.5%
Other values (175)	35079	44.8%

Common

Value	Count	Frequency (%)
(	1379	23.2%
)	1378	23.2%
	776	13.1%
.	711	12.0%
/	680	11.5%
·	441	7.4%
,	356	6.0%
-	80	1.3%
1	74	1.2%
:	59	1.0%
Other values (3)	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	78365	93.0%
ASCII	5496	6.5%
None	441	0.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	9152	11.7%
사	9121	11.6%
공	5818	7.4%
건	3405	4.3%
설	3205	4.1%
기	3050	3.9%
축	2844	3.6%
물	2485	3.2%
지	2271	2.9%
전	1935	2.5%
Other values (175)	35079	44.8%

ASCII

Value	Count	Frequency (%)
(	1379	25.1%
)	1378	25.1%
	776	14.1%
.	711	12.9%
/	680	12.4%
,	356	6.5%
-	80	1.5%
1	74	1.3%
:	59	1.1%
6	1	< 0.1%
Other values (2)	2	< 0.1%

None

Value	Count	Frequency (%)
·	441	100.0%

공종및면허제한그룹2
Text

MISSING

Distinct	192
Distinct (%)	4.9%
Missing	6112
Missing (%)	61.1%
Memory size	156.2 KiB

Length

Max length	63
Median length	53
Mean length	12.123971
Min length	5

Characters and Unicode

Total characters	47138
Distinct characters	168
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72 ?
Unique (%)	1.9%

Sample

1st row	석면조사기관
2nd row	난방시공업제1종
3rd row	토목건축공사업
4th row	토목건축공사업
5th row	폐기물종합처분업

Value	Count	Frequency (%)
토목건축공사업	1521	34.4%
건설폐기물	325	7.3%
중간처리업	300	6.8%
폐기물종합처분업	285	6.4%
일반소방시설공사업(기계)/일반소방시설공사업(전기	167	3.8%
건설엔지니어링업(설계,사업관리-일반	110	2.5%
기술사사무소(토질,지질	101	2.3%
환경전문공사업(수질분야	85	1.9%
토목공사업/건축공사업	84	1.9%
개인하수처리시설설계.시공업(구:오수처리시설설계.시공업	84	1.9%
Other values (201)	1363	30.8%

Most occurring characters

Value	Count	Frequency (%)
업	4088	8.7%
사	3882	8.2%
공	2719	5.8%
건	2383	5.1%
기	2197	4.7%
토	2007	4.3%
축	1832	3.9%
)	1803	3.8%
(	1803	3.8%
목	1702	3.6%
Other values (158)	22722	48.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	41297	87.6%
Close Punctuation	1803	3.8%
Open Punctuation	1803	3.8%
Other Punctuation	1443	3.1%
Space Separator	537	1.1%
Dash Punctuation	162	0.3%
Decimal Number	93	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	4088	9.9%
사	3882	9.4%
공	2719	6.6%
건	2383	5.8%
기	2197	5.3%
토	2007	4.9%
축	1832	4.4%
목	1702	4.1%
설	1600	3.9%
소	1025	2.5%
Other values (147)	17862	43.3%

Other Punctuation

Value	Count	Frequency (%)
/	673	46.6%
,	458	31.7%
.	175	12.1%
:	87	6.0%
·	50	3.5%

Decimal Number

Value	Count	Frequency (%)
1	74	79.6%
2	19	20.4%

Close Punctuation

Value	Count	Frequency (%)
)	1803	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1803	100.0%

Space Separator

Value	Count	Frequency (%)
	537	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	162	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	41297	87.6%
Common	5841	12.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	4088	9.9%
사	3882	9.4%
공	2719	6.6%
건	2383	5.8%
기	2197	5.3%
토	2007	4.9%
축	1832	4.4%
목	1702	4.1%
설	1600	3.9%
소	1025	2.5%
Other values (147)	17862	43.3%

Common

Value	Count	Frequency (%)
)	1803	30.9%
(	1803	30.9%
/	673	11.5%
	537	9.2%
,	458	7.8%
.	175	3.0%
-	162	2.8%
:	87	1.5%
1	74	1.3%
·	50	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	41291	87.6%
ASCII	5791	12.3%
None	50	0.1%
Compat Jamo	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	4088	9.9%
사	3882	9.4%
공	2719	6.6%
건	2383	5.8%
기	2197	5.3%
토	2007	4.9%
축	1832	4.4%
목	1702	4.1%
설	1600	3.9%
소	1025	2.5%
Other values (146)	17856	43.2%

ASCII

Value	Count	Frequency (%)
)	1803	31.1%
(	1803	31.1%
/	673	11.6%
	537	9.3%
,	458	7.9%
.	175	3.0%
-	162	2.8%
:	87	1.5%
1	74	1.3%
2	19	0.3%

None

Value	Count	Frequency (%)
·	50	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	6	100.0%

공종및면허제한그룹3
Text

MISSING

Distinct	92
Distinct (%)	13.4%
Missing	9313
Missing (%)	93.1%
Memory size	156.2 KiB

Length

Max length	61
Median length	45
Mean length	17.733624
Min length	5

Characters and Unicode

Total characters	12183
Distinct characters	133
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	4.8%

Sample

1st row	엔지니어링사업(설비)
2nd row	기술사사무소(측량,지적)
3rd row	환경전문공사업(수질분야)
4th row	난방시공업제2종
5th row	환경전문공사업(수질분야)

Value	Count	Frequency (%)
건설엔지니어링업(설계,사업관리-건설사업관리	113	13.5%
환경전문공사업(수질분야	84	10.0%
건설폐기물	55	6.5%
건설엔지니어링업(설계,사업관리-일반	44	5.2%
지질	42	5.0%
엔지니어링사업(상하수도)/엔지니어링사업(토질	39	4.6%
수집·운반업	37	4.4%
폐기물종합처분업	33	3.9%
폐기물최종처분업(지정폐기물	24	2.9%
폐기물	20	2.4%
Other values (97)	349	41.5%

Most occurring characters

Value	Count	Frequency (%)
업	1043	8.6%
사	765	6.3%
설	646	5.3%
(	603	4.9%
)	603	4.9%
지	502	4.1%
기	440	3.6%
건	372	3.1%
리	371	3.0%
관	303	2.5%
Other values (123)	6535	53.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10110	83.0%
Open Punctuation	603	4.9%
Close Punctuation	603	4.9%
Other Punctuation	491	4.0%
Dash Punctuation	196	1.6%
Space Separator	153	1.3%
Decimal Number	27	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	1043	10.3%
사	765	7.6%
설	646	6.4%
지	502	5.0%
기	440	4.4%
건	372	3.7%
리	371	3.7%
관	303	3.0%
링	293	2.9%
엔	293	2.9%
Other values (112)	5082	50.3%

Other Punctuation

Value	Count	Frequency (%)
,	255	51.9%
/	144	29.3%
.	39	7.9%
·	38	7.7%
:	15	3.1%

Decimal Number

Value	Count	Frequency (%)
2	16	59.3%
1	11	40.7%

Open Punctuation

Value	Count	Frequency (%)
(	603	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	603	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	196	100.0%

Space Separator

Value	Count	Frequency (%)
	153	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10110	83.0%
Common	2073	17.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	1043	10.3%
사	765	7.6%
설	646	6.4%
지	502	5.0%
기	440	4.4%
건	372	3.7%
리	371	3.7%
관	303	3.0%
링	293	2.9%
엔	293	2.9%
Other values (112)	5082	50.3%

Common

Value	Count	Frequency (%)
(	603	29.1%
)	603	29.1%
,	255	12.3%
-	196	9.5%
	153	7.4%
/	144	6.9%
.	39	1.9%
·	38	1.8%
2	16	0.8%
:	15	0.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10110	83.0%
ASCII	2035	16.7%
None	38	0.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	1043	10.3%
사	765	7.6%
설	646	6.4%
지	502	5.0%
기	440	4.4%
건	372	3.7%
리	371	3.7%
관	303	3.0%
링	293	2.9%
엔	293	2.9%
Other values (112)	5082	50.3%

ASCII

Value	Count	Frequency (%)
(	603	29.6%
)	603	29.6%
,	255	12.5%
-	196	9.6%
	153	7.5%
/	144	7.1%
.	39	1.9%
2	16	0.8%
:	15	0.7%
1	11	0.5%

None

Value	Count	Frequency (%)
·	38	100.0%

공종및면허제한그룹4
Text

MISSING

Distinct	58
Distinct (%)	30.4%
Missing	9809
Missing (%)	98.1%
Memory size	156.2 KiB

Length

Max length	82
Median length	50
Mean length	20.685864
Min length	6

Characters and Unicode

Total characters	3951
Distinct characters	127
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30 ?
Unique (%)	15.7%

Sample

1st row	기술사사무소(설비)
2nd row	엔지니어링사업(측량, 지적)
3rd row	건설엔지니어링업(설계,사업관리-설계등용역-일반)
4th row	기술사사무소(상하수도)/기술사사무소(토질,지질)
5th row	기술사사무소(항만,해안)

Value	Count	Frequency (%)
기술사사무소(상하수도)/기술사사무소(토질,지질	32	13.4%
건설엔지니어링업(설계,사업관리-건설사업관리	18	7.6%
폐기물종합처분업	18	7.6%
폐기물	13	5.5%
설계업(전문설계1종	8	3.4%
기술사사무소(토질및기초)/기술사사무소(상하수도	8	3.4%
폐기물최종처분업(지정폐기물외	8	3.4%
토목건축공사업/정보통신공사업/전기공사업/일반소방시설공사업(기계)/일반소방시설공사업(전기	6	2.5%
기술사사무소(측량,지적	6	2.5%
설계업(종합설계	6	2.5%
Other values (65)	115	48.3%

Most occurring characters

Value	Count	Frequency (%)
사	344	8.7%
기	251	6.4%
(	221	5.6%
)	219	5.5%
업	217	5.5%
소	137	3.5%
설	131	3.3%
지	119	3.0%
무	118	3.0%
술	113	2.9%
Other values (117)	2081	52.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3204	81.1%
Open Punctuation	221	5.6%
Close Punctuation	219	5.5%
Other Punctuation	204	5.2%
Space Separator	51	1.3%
Dash Punctuation	35	0.9%
Decimal Number	17	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	344	10.7%
기	251	7.8%
업	217	6.8%
소	137	4.3%
설	131	4.1%
지	119	3.7%
무	118	3.7%
술	113	3.5%
물	106	3.3%
질	96	3.0%
Other values (104)	1572	49.1%

Other Punctuation

Value	Count	Frequency (%)
/	104	51.0%
,	84	41.2%
·	8	3.9%
.	7	3.4%
:	1	0.5%

Decimal Number

Value	Count	Frequency (%)
1	12	70.6%
4	2	11.8%
6	2	11.8%
2	1	5.9%

Open Punctuation

Value	Count	Frequency (%)
(	221	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	219	100.0%

Space Separator

Value	Count	Frequency (%)
	51	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	35	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3204	81.1%
Common	747	18.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	344	10.7%
기	251	7.8%
업	217	6.8%
소	137	4.3%
설	131	4.1%
지	119	3.7%
무	118	3.7%
술	113	3.5%
물	106	3.3%
질	96	3.0%
Other values (104)	1572	49.1%

Common

Value	Count	Frequency (%)
(	221	29.6%
)	219	29.3%
/	104	13.9%
,	84	11.2%
	51	6.8%
-	35	4.7%
1	12	1.6%
·	8	1.1%
.	7	0.9%
4	2	0.3%
Other values (3)	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3204	81.1%
ASCII	739	18.7%
None	8	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	344	10.7%
기	251	7.8%
업	217	6.8%
소	137	4.3%
설	131	4.1%
지	119	3.7%
무	118	3.7%
술	113	3.5%
물	106	3.3%
질	96	3.0%
Other values (104)	1572	49.1%

ASCII

Value	Count	Frequency (%)
(	221	29.9%
)	219	29.6%
/	104	14.1%
,	84	11.4%
	51	6.9%
-	35	4.7%
1	12	1.6%
.	7	0.9%
4	2	0.3%
6	2	0.3%
Other values (2)	2	0.3%

None

Value	Count	Frequency (%)
·	8	100.0%

공종및면허제한그룹5
Categorical

IMBALANCE

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9949
측량업(기타-일반측량업)	8
폐기물종합처분업	6
설계업(전문설계1종)	5
폐기물최종재활용업(지정폐기물외 폐기물)	3
Other values (20)	29

Length

Max length	46
Median length	4
Mean length	4.0621
Min length	4

Unique

Unique	13 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9949	99.5%
측량업(기타-일반측량업)	8	0.1%
폐기물종합처분업	6	0.1%
설계업(전문설계1종)	5	0.1%
폐기물최종재활용업(지정폐기물외 폐기물)	3	< 0.1%
폐기물최종처분업(지정폐기물외 폐기물)	3	< 0.1%
기술사사무소(토질,지질)	3	< 0.1%
폐기물수집.운반업(지정폐기물)/폐기물중간처분업(지정폐기물)	2	< 0.1%
측량업(기타-공공측량업)	2	< 0.1%
기술사사무소(토목구조)	2	< 0.1%
Other values (15)	17	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9949	99.4%
측량업(기타-일반측량업	8	0.1%
폐기물	7	0.1%
폐기물종합처분업	6	0.1%
설계업(전문설계1종	5	< 0.1%
폐기물최종재활용업(지정폐기물외	3	< 0.1%
폐기물최종처분업(지정폐기물외	3	< 0.1%
기술사사무소(토질,지질	3	< 0.1%
건설엔지니어링업(설계,사업관리-건설사업관리	2	< 0.1%
기술사사무소(측량,지적	2	< 0.1%
Other values (18)	21	0.2%

공종및면허제한그룹6
Text

MISSING

Distinct	18
Distinct (%)	66.7%
Missing	9973
Missing (%)	99.7%
Memory size	156.2 KiB

Length

Max length	45
Median length	40
Mean length	17.37037
Min length	6

Characters and Unicode

Total characters	469
Distinct characters	86
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	44.4%

Sample

1st row	기술사사무소(측량,지적)
2nd row	측량업(기타-일반측량업)
3rd row	측량업(기타-공공측량업)
4th row	측량업(기타-공공측량업)
5th row	폐기물수집.운반업(지정폐기물)/폐기물최종처분업(지정폐기물)

Value	Count	Frequency (%)
폐기물종합처분업	4	11.8%
측량업(기타-공공측량업	3	8.8%
측량업(기타-일반측량업	2	5.9%
폐기물수집.운반업(지정폐기물)/폐기물최종처분업(지정폐기물	2	5.9%
석면조사기관	2	5.9%
기술사사무소(측량,지적	2	5.9%
폐기물종합재활용업(지정폐기물외	2	5.9%
측량업(측지측량업	1	2.9%
재활용	1	2.9%
유지로	1	2.9%
Other values (14)	14	41.2%

Most occurring characters

Value	Count	Frequency (%)
기	37	7.9%
업	29	6.2%
(	29	6.2%
)	29	6.2%
사	28	6.0%
물	20	4.3%
폐	18	3.8%
지	16	3.4%
측	15	3.2%
량	14	3.0%
Other values (76)	234	49.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	383	81.7%
Open Punctuation	29	6.2%
Close Punctuation	29	6.2%
Other Punctuation	15	3.2%
Space Separator	7	1.5%
Dash Punctuation	6	1.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	37	9.7%
업	29	7.6%
사	28	7.3%
물	20	5.2%
폐	18	4.7%
지	16	4.2%
측	15	3.9%
량	14	3.7%
소	11	2.9%
무	10	2.6%
Other values (69)	185	48.3%

Other Punctuation

Value	Count	Frequency (%)
/	8	53.3%
,	5	33.3%
.	2	13.3%

Open Punctuation

Value	Count	Frequency (%)
(	29	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	29	100.0%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	383	81.7%
Common	86	18.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	37	9.7%
업	29	7.6%
사	28	7.3%
물	20	5.2%
폐	18	4.7%
지	16	4.2%
측	15	3.9%
량	14	3.7%
소	11	2.9%
무	10	2.6%
Other values (69)	185	48.3%

Common

Value	Count	Frequency (%)
(	29	33.7%
)	29	33.7%
/	8	9.3%
	7	8.1%
-	6	7.0%
,	5	5.8%
.	2	2.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	383	81.7%
ASCII	86	18.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	37	9.7%
업	29	7.6%
사	28	7.3%
물	20	5.2%
폐	18	4.7%
지	16	4.2%
측	15	3.9%
량	14	3.7%
소	11	2.9%
무	10	2.6%
Other values (69)	185	48.3%

ASCII

Value	Count	Frequency (%)
(	29	33.7%
)	29	33.7%
/	8	9.3%
	7	8.1%
-	6	7.0%
,	5	5.8%
.	2	2.3%

공종및면허제한그룹7
Text

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	9991
Missing (%)	99.9%
Memory size	156.2 KiB

Length

Max length	42
Median length	13
Mean length	18.777778
Min length	6

Characters and Unicode

Total characters	169
Distinct characters	54
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	100.0%

Sample

1st row	측량업(기타-공공측량업)
2nd row	설계업(전문설계1종)
3rd row	엔지니어링사업(구조)/기술사사무소(항만,해안)/기술사사무소(토질,지질)
4th row	기술사사무소(토목구조)/기술사사무소(항만및해안)/엔지니어링사업(토질, 지질)
5th row	전문소방시설설계업

Value	Count	Frequency (%)
측량업(기타-공공측량업	1	9.1%
설계업(전문설계1종	1	9.1%
엔지니어링사업(구조)/기술사사무소(항만,해안)/기술사사무소(토질,지질	1	9.1%
기술사사무소(토목구조)/기술사사무소(항만및해안)/엔지니어링사업(토질	1	9.1%
지질	1	9.1%
전문소방시설설계업	1	9.1%
폐기물최종재활용업(지정폐기물외	1	9.1%
폐기물	1	9.1%
석면조사기관	1	9.1%
측량업(기타-지하시설물측량업	1	9.1%

Most occurring characters

Value	Count	Frequency (%)
사	13	7.7%
(	11	6.5%
기	11	6.5%
)	11	6.5%
업	9	5.3%
소	6	3.6%
지	6	3.6%
무	5	3.0%
술	5	3.0%
설	5	3.0%
Other values (44)	87	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	135	79.9%
Open Punctuation	11	6.5%
Close Punctuation	11	6.5%
Other Punctuation	7	4.1%
Space Separator	2	1.2%
Dash Punctuation	2	1.2%
Decimal Number	1	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	13	9.6%
기	11	8.1%
업	9	6.7%
소	6	4.4%
지	6	4.4%
무	5	3.7%
술	5	3.7%
설	5	3.7%
량	4	3.0%
측	4	3.0%
Other values (37)	67	49.6%

Other Punctuation

Value	Count	Frequency (%)
/	4	57.1%
,	3	42.9%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	135	79.9%
Common	34	20.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	13	9.6%
기	11	8.1%
업	9	6.7%
소	6	4.4%
지	6	4.4%
무	5	3.7%
술	5	3.7%
설	5	3.7%
량	4	3.0%
측	4	3.0%
Other values (37)	67	49.6%

Common

Value	Count	Frequency (%)
(	11	32.4%
)	11	32.4%
/	4	11.8%
,	3	8.8%
	2	5.9%
-	2	5.9%
1	1	2.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	135	79.9%
ASCII	34	20.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	13	9.6%
기	11	8.1%
업	9	6.7%
소	6	4.4%
지	6	4.4%
무	5	3.7%
술	5	3.7%
설	5	3.7%
량	4	3.0%
측	4	3.0%
Other values (37)	67	49.6%

ASCII

Value	Count	Frequency (%)
(	11	32.4%
)	11	32.4%
/	4	11.8%
,	3	8.8%
	2	5.9%
-	2	5.9%
1	1	2.9%

공종및면허제한그룹8
Text

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	9991
Missing (%)	99.9%
Memory size	156.2 KiB

Length

Max length	58
Median length	41
Mean length	27.555556
Min length	10

Characters and Unicode

Total characters	248
Distinct characters	68
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	100.0%

Sample

1st row	측량업(측지측량업)
2nd row	측량업(기타-일반측량업)
3rd row	기술사사무소(항만,해안)/기술사사무소(구조)/기술사사무소(토질,지질)
4th row	기술사사무소(항만및해안)/엔지니어링사업(구조)/엔지니어링사업(토질, 지질)
5th row	일반소방시설설계업(기계)/일반소방시설설계업(전기)

Value	Count	Frequency (%)
측량업(측지측량업	1	5.9%
유기성	1	5.9%
측량업(지적측량업	1	5.9%
지질)/엔지니어링사업(설비	1	5.9%
엔지니어링사업(정보통신)/엔지니어링사업(토질	1	5.9%
가축의	1	5.9%
퇴비나	1	5.9%
오니를	1	5.9%
폐기물	1	5.9%
측량업(기타-일반측량업	1	5.9%
Other values (7)	7	41.2%

Most occurring characters

Value	Count	Frequency (%)
(	16	6.5%
사	15	6.0%
)	15	6.0%
업	13	5.2%
기	11	4.4%
지	10	4.0%
	10	4.0%
소	7	2.8%
/	7	2.8%
측	7	2.8%
Other values (58)	137	55.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	188	75.8%
Open Punctuation	16	6.5%
Close Punctuation	15	6.0%
Other Punctuation	13	5.2%
Space Separator	10	4.0%
Decimal Number	4	1.6%
Dash Punctuation	2	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	15	8.0%
업	13	6.9%
기	11	5.9%
지	10	5.3%
소	7	3.7%
측	7	3.7%
질	6	3.2%
량	6	3.2%
설	6	3.2%
니	6	3.2%
Other values (49)	101	53.7%

Decimal Number

Value	Count	Frequency (%)
1	2	50.0%
6	1	25.0%
4	1	25.0%

Other Punctuation

Value	Count	Frequency (%)
/	7	53.8%
,	6	46.2%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	188	75.8%
Common	60	24.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	15	8.0%
업	13	6.9%
기	11	5.9%
지	10	5.3%
소	7	3.7%
측	7	3.7%
질	6	3.2%
량	6	3.2%
설	6	3.2%
니	6	3.2%
Other values (49)	101	53.7%

Common

Value	Count	Frequency (%)
(	16	26.7%
)	15	25.0%
	10	16.7%
/	7	11.7%
,	6	10.0%
1	2	3.3%
-	2	3.3%
6	1	1.7%
4	1	1.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	188	75.8%
ASCII	60	24.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	16	26.7%
)	15	25.0%
	10	16.7%
/	7	11.7%
,	6	10.0%
1	2	3.3%
-	2	3.3%
6	1	1.7%
4	1	1.7%

Hangul

Value	Count	Frequency (%)
사	15	8.0%
업	13	6.9%
기	11	5.9%
지	10	5.3%
소	7	3.7%
측	7	3.7%
질	6	3.2%
량	6	3.2%
설	6	3.2%
니	6	3.2%
Other values (49)	101	53.7%

공종및면허제한그룹9
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹10
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹11
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹12
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹13
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹14
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹15
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

공종및면허제한그룹16
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

입찰공고링크주소(URL)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do	9593
http://www.d2b.go.kr/peb/bid/announceList.do	407

Length

Max length	54
Median length	54
Mean length	53.593
Min length	44

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
2nd row	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
3rd row	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
4th row	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
5th row	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do

Common Values

Value	Count	Frequency (%)
http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do	9593	95.9%
http://www.d2b.go.kr/peb/bid/announceList.do	407	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
http://www.d2b.go.kr/psb/bid/servicebidannouncelist.do	9593	95.9%
http://www.d2b.go.kr/peb/bid/announcelist.do	407	4.1%

First rows
Last rows

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	업무구분명	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	예산금액	배정예산금액(설계금액)	지역제한여부	참여가능지역명	공종및면허제한그룹1	공종및면허제한그룹2	공종및면허제한그룹3	공종및면허제한그룹4	공종및면허제한그룹5	공종및면허제한그룹6	공종및면허제한그룹7	공종및면허제한그룹8	공종및면허제한그룹9	공종및면허제한그룹10	공종및면허제한그룹11	공종및면허제한그룹12	공종및면허제한그룹13	공종및면허제한그룹14	공종및면허제한그룹15	공종및면허제한그룹16	입찰공고링크주소(URL)
636	SFD0016	1	2016SFD00162016-01706	1	Y	석면정비 및 유해작업장 개선 설계용역	긴급공고	2016-03-07	공사	Y	공동[분담]	Y	총액계약	제한경쟁	적격심사제	제9227부대	ZD00150	제9227부대	신철호	제9227부대	ZD00150	제9227부대	신철호	N	<NA>	<NA>	<NA>	2016-03-14	16:00:00	2016-03-15	10:00:00	2016-03-15	10:30:00	국방전자조달 시스템	56341747	58032000	Y	경상북도	건축사사무소	석면조사기관	엔지니어링사업(설비)	기술사사무소(설비)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
9547	UAC0024	1	2017UAC00242017-18018	1	Y	00지역 온수보일러 및 온수탱크 교체공사	긴급공고	2017-11-29	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	국방출판지원단	ZD00908	국방출판지원단	송희진	국방출판지원단	ZD00908	국방출판지원단	송희진	N	<NA>	<NA>	<NA>	2017-12-04	16:00:00	2017-12-05	10:30:00	2017-12-05	11:00:00	국방전자조달 시스템	38265530	39889000	Y	충청남도	기계설비공사업	난방시공업제1종	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
6663	HDP0018	1	2017HDP00182017-05691	1	Y	17대규모보수(노후시설개선공사)	긴급공고	2017-05-11	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	공군제19전투비행단	ZD00189	공군제19전투비행단	이성원	공군제19전투비행단	ZD00189	공군제19전투비행단	이성원	N	<NA>	<NA>	<NA>	2017-05-17	10:00:00	2017-05-18	10:00:00	2017-05-18	10:30:00	국방전자조달 시스템	245678640	253049000	Y	충청북도	시설물유지관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
13454	LHN0104	1	2018LHN01042018-10553	1	Y	솔바람 아파트 샷시 발코니 보수	긴급공고	2018-07-18	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제2621부대	ZD00394	제2621부대	서동근	제2621부대	ZD00394	제2621부대	서동근	N	<NA>	<NA>	<NA>	2018-07-25	16:00:00	2018-07-26	10:00:00	2018-07-26	10:30:00	국방전자조달 시스템	288852000	288852000	Y	강원도	시설물유지관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
802	UMM0124	1	2016UMM01242016-02285	1	Y	00부대 통합시설 신축 시설공사(16-2002)	긴급공고	2016-03-17	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	국군재정관리단	ZD00303	국군재정관리단	임상달	국군재정관리단	ZD00303	국군재정관리단	임상달	N	<NA>	<NA>	<NA>	2016-03-23	11:00:00	2016-03-24	10:00:00	2016-03-24	11:00:00	국방전자조달 시스템	2475053000	2475053000	Y	강원도	건축공사업	토목건축공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
13723	LNQ0042	1	2018LNQ00422018-11972	1	Y	유격장 샤워장 설치공사(18-G19)	긴급공고	2018-08-21	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제17보병사단	ZD00375	제17보병사단	이미선	제17보병사단	ZD00375	제17보병사단	이미선	N	<NA>	<NA>	<NA>	2018-08-27	10:00:00	2018-08-28	10:00:00	2018-08-28	10:30:00	국방전자조달 시스템	232751830	465503660	Y	인천광역시	건축공사업	토목건축공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
15319	LGM0126	1	2018LGM01262018-18845	1	Y	11사단 37전차대대 취사식당(전기)	긴급공고	2018-12-12	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제11기동사단	ZD00411	제11기동사단	이동헌	제11기동사단	ZD00411	제11기동사단	이동헌	N	<NA>	<NA>	<NA>	2018-12-17	11:00:00	2018-12-18	10:00:00	2018-12-18	11:00:00	국방전자조달 시스템	221597880	443195760	Y	강원도	전기공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
15253	LHN0181	1	2018LHN01812018-18732	1	Y	신풍리아파트(건설폐기물처리용역)	긴급공고	2018-12-11	용역	Y	공동[분담]	Y	총액계약	일반경쟁	적격심사제	제2621부대	ZD00394	제2621부대	서동근	제2621부대	ZD00394	제2621부대	서동근	N	<NA>	<NA>	<NA>	2018-12-17	16:00:00	2018-12-18	10:00:00	2018-12-18	10:30:00	국방전자조달 시스템	120450000	120450000	N	<NA>	건설폐기물 중간처리업	폐기물종합처분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
13213	LMP0029	1	2018LMP00292018-09166	1	Y	7301-201대대 법면 및 배수로 보강공사	긴급공고	2018-06-21	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제1968부대	ZD00507	제1968부대	강인호	제1968부대	ZD00507	제1968부대	강인호	N	<NA>	<NA>	<NA>	2018-06-26	11:00:00	2018-06-27	10:30:00	2018-06-27	11:00:00	국방전자조달 시스템	248400000	745200000	Y	강원도	토목공사업	토목건축공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
3796	LNQ0052	1	2016LNQ00522016-14577	1	Y	00대대 토양오염 복원공사	긴급공고	2016-10-12	용역	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제17보병사단	ZD00375	제17보병사단	문영석	제17보병사단	ZD00375	제17보병사단	문영석	N	<NA>	<NA>	<NA>	2016-10-17	10:00:00	2016-10-18	10:00:00	2016-10-18	11:00:00	국방전자조달 시스템	241692000	241692000	Y	경기도	토양정화업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	업무구분명	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	예산금액	배정예산금액(설계금액)	지역제한여부	참여가능지역명	공종및면허제한그룹1	공종및면허제한그룹2	공종및면허제한그룹3	공종및면허제한그룹4	공종및면허제한그룹5	공종및면허제한그룹6	공종및면허제한그룹7	공종및면허제한그룹8	공종및면허제한그룹9	공종및면허제한그룹10	공종및면허제한그룹11	공종및면허제한그룹12	공종및면허제한그룹13	공종및면허제한그룹14	공종및면허제한그룹15	공종및면허제한그룹16	입찰공고링크주소(URL)
7829	SCF0117	1	2017SCF01172017-09922	1	Y	17-5-00사 집진기 교체공사	정상공고	2017-07-04	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	해군군수사령부	ZD00289	해군군수사령부	임국섭	해군군수사령부	ZD00289	해군군수사령부	임국섭	N	<NA>	<NA>	<NA>	2017-07-11	14:00:00	2017-07-12	10:30:00	2017-07-12	11:00:00	국방전자조달 시스템	128500000	133000000	Y	경상남도	기계설비공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
16116	LMR0017	1	2019LMR00172019-00445	1	Y	지자체관로연결 등 6건 설계(CM-04)	긴급공고	2019-01-17	용역	Y	공동[분담]	Y	총액계약	제한경쟁	적격심사제	제5군단사령부	ZD00009	제5군단사령부	조완래	제5군단사령부	ZD00009	제5군단사령부	조완래	N	<NA>	<NA>	<NA>	2019-01-24	10:00:00	2019-01-25	10:00:00	2019-01-25	10:30:00	국방전자조달 시스템	58115000	58115000	Y	경기도/강원도	엔지니어링사업(상하수도)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
15696	HDP0066	2	2018HDP00662018-19652	2	Y	19-충-공-12 설계용역	취소공고	2018-12-31	용역	Y	분담	Y	총액계약	제한경쟁	적격심사제	공군제19전투비행단	ZD00189	공군제19전투비행단	이성원	공군제19전투비행단	ZD00189	공군제19전투비행단	이성원	N	<NA>	<NA>	<NA>	2019-01-07	10:00:00	2019-01-08	10:00:00	2019-01-08	10:30:00	국방전자조달 시스템	<NA>	73385000	Y	충청북도	건축사사무소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
20757	HDC0071	2	2019HDC00712019-13390	2	Y	19-전-공-12 항공관제레이더 시설사업 설계	취소공고	2019-07-22	용역	Y	공동[분담]	Y	총액계약	일반경쟁	적격심사제	공군제1전투비행단	ZD00173	공군제1전투비행단	진정민	공군제1전투비행단	ZD00173	공군제1전투비행단	진정민	N	<NA>	<NA>	<NA>	2019-07-24	17:00:00	2019-07-25	10:00:00	2019-07-25	10:30:00	국방전자조달 시스템	107840190	109997000	N	<NA>	건축사사무소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/peb/bid/announceList.do
21430	LGH0109	1	2019LGH01092019-15875	1	Y	포병교 기간병 취사식당등 2개소 보수공사	긴급공고	2019-08-30	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	육군상무대근무지원단	ZD00522	육군상무대근무지원단	임준택	육군상무대근무지원단	ZD00522	육군상무대근무지원단	임준택	N	<NA>	<NA>	<NA>	2019-09-05	14:00:00	2019-09-06	10:00:00	2019-09-06	10:30:00	국방전자조달 시스템	721158000	721158000	Y	전라남도	시설물유지관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
19976	LNQ0071	3	2019LNQ00712019-10413	3	Y	00-3대대 등 2개소 노후상수도 개선공사	취소공고	2019-06-14	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제17보병사단	ZD00375	제17보병사단	배경륜	제17보병사단	ZD00375	제17보병사단	배경륜	N	<NA>	<NA>	<NA>	2019-06-18	14:00:00	2019-06-19	10:00:00	2019-06-19	10:30:00	국방전자조달 시스템	190230430	190230430	Y	경기도	상.하수도설비공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
7187	MCX0084	1	2017MCX00842017-07592	1	Y	00지역 시설 개선공사	긴급공고	2017-06-07	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	자운대근무지원단	ZD01071	자운대근무지원단	박민수	자운대근무지원단	ZD01071	자운대근무지원단	박민수	N	<NA>	<NA>	<NA>	2017-06-12	11:00:00	2017-06-13	10:00:00	2017-06-13	11:00:00	국방전자조달 시스템	160477000	160477000	Y	대전광역시	시설물유지관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
4389	LMR0148	1	2016LMR01482016-17611	1	Y	00부대경계시설보강 건설폐기물	정상공고	2016-11-17	용역	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제5군단사령부	ZD00009	제5군단사령부	양연희	제5군단사령부	ZD00009	제5군단사령부	양연희	N	<NA>	<NA>	<NA>	2016-11-24	15:00:00	2016-11-25	10:00:00	2016-11-25	11:00:00	국방전자조달 시스템	56554368	58251000	Y	강원도	건설폐기물 중간처리업/건설폐기물 수집·운반업	폐기물종합처분업/건설폐기물 수집·운반업	건설폐기물 중간처리업	폐기물종합처분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
15913	LHQ0027	1	2019LHQ00272019-00205	1	Y	19-충-육-3 설계용역	긴급공고	2019-01-11	용역	Y	공동[분담]	Y	총액계약	제한경쟁	적격심사제	제6619부대	1290300	제2작전사령부	윤성진	제6619부대	1290300	제2작전사령부	윤성진	N	<NA>	<NA>	<NA>	2019-01-16	15:00:00	2019-01-17	10:00:00	2019-01-17	11:00:00	국방전자조달 시스템	<NA>	103491000	Y	충청남도	건축사사무소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
21431	LGH0110	1	2019LGH01102019-15890	1	Y	포병교 기간병 취사식당등 2개소 설비공사	긴급공고	2019-08-30	공사	N	<NA>	Y	총액계약	제한경쟁	적격심사제	육군상무대근무지원단	ZD00522	육군상무대근무지원단	임준택	육군상무대근무지원단	ZD00522	육군상무대근무지원단	임준택	N	<NA>	<NA>	<NA>	2019-09-05	14:00:00	2019-09-06	10:00:00	2019-09-06	10:30:00	국방전자조달 시스템	353968000	353968000	Y	전라남도	기계설비공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Close Punctuation

Open Punctuation

Other Symbol

Math Symbol

Space Separator

Dash Punctuation

Final Punctuation

Modifier Symbol

Connector Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Compat Jamo

Punctuation

Geometric Shapes

None

Number Forms

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)