gimi9 Pandas Profiling

Dataset statistics

Number of variables	40
Number of observations	2748
Missing cells	30677
Missing cells (%)	27.9%
Duplicate rows	55
Duplicate rows (%)	2.0%
Total size in memory	888.4 KiB
Average record size in memory	331.0 B

Variable types

Text	8
Categorical	21
Numeric	7
DateTime	3
Unsupported	1

Dataset

Description	조달실적을 종합적으로 분석한 정보 국가를 당사자로 하는 계약에 관한 법률 등에 따라 국가(공공)기관, 지방자치단체에서 발주하는 입찰공고에 대한 개찰결과 및 최종낙찰결과 정보
Author	조달청
URL	https://www.data.go.kr/data/15023681/standard.do

Alerts

Dataset has 55 (2.0%) duplicate rows	Duplicates
`입찰공고차수` is highly imbalanced (76.3%)	Imbalance
`계약체결형태명` is highly imbalanced (89.7%)	Imbalance
`낙찰하한율` is highly imbalanced (51.8%)	Imbalance
`기초금액` is highly imbalanced (64.0%)	Imbalance
`개찰결과구분명` is highly imbalanced (86.0%)	Imbalance
`투찰일자` is highly imbalanced (62.9%)	Imbalance
`최종낙찰일자` is highly imbalanced (78.6%)	Imbalance
`최종낙찰업체담당자명` is highly imbalanced (68.9%)	Imbalance
`최종낙찰업체주소` is highly imbalanced (68.9%)	Imbalance
`추정가격` has 1970 (71.7%) missing values	Missing
`예정가격` has 1970 (71.7%) missing values	Missing
`개찰순위` has 2073 (75.4%) missing values	Missing
`투찰업체사업자등록번호` has 1967 (71.6%) missing values	Missing
`투찰업체명` has 1967 (71.6%) missing values	Missing
`투찰업체대표자명` has 1967 (71.6%) missing values	Missing
`투찰금액` has 1968 (71.6%) missing values	Missing
`투찰율` has 2248 (81.8%) missing values	Missing
`투찰시각` has 1968 (71.6%) missing values	Missing
`부적격사유` has 2748 (100.0%) missing values	Missing
`최종낙찰금액` has 1910 (69.5%) missing values	Missing
`최종낙찰율` has 2191 (79.7%) missing values	Missing
`최종낙찰업체명` has 1910 (69.5%) missing values	Missing
`최종낙찰업체대표자명` has 1910 (69.5%) missing values	Missing
`최종낙찰업체사업자등록번호` has 1910 (69.5%) missing values	Missing
`추정가격` is highly skewed (γ1 = 22.88220915)	Skewed
`예정가격` is highly skewed (γ1 = 22.89088697)	Skewed
`투찰금액` is highly skewed (γ1 = 22.94957432)	Skewed
`최종낙찰금액` is highly skewed (γ1 = 23.5404289)	Skewed
`부적격사유` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`개찰순위` has 245 (8.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:19:49.035567
Analysis finished	2023-12-12 09:19:50.728795
Duration	1.69 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

입찰공고번호
Text

Distinct	1876
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

Length

Max length	14
Median length	10
Mean length	10.89083
Min length	8

Characters and Unicode

Total characters	29928
Distinct characters	23
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	1753 ?
Unique (%)	63.8%

Sample

1st row	2019073110
2nd row	2019073107
3rd row	2019080625
4th row	2019071725
5th row	2019071725

Value	Count	Frequency (%)
e012008363	487	17.7%
202008140101	62	2.3%
202008060106	42	1.5%
202008262602	32	1.2%
202008141603	28	1.0%
202008190101	27	1.0%
202008210504	14	0.5%
202008210502	12	0.4%
202008275602	12	0.4%
202008270503	8	0.3%
Other values (1866)	2024	73.7%

Most occurring characters

Value	Count	Frequency (%)
0	9039	30.2%
2	4681	15.6%
1	4427	14.8%
3	1707	5.7%
8	1394	4.7%
9	1362	4.6%
E	1281	4.3%
6	1165	3.9%
7	790	2.6%
K	748	2.5%
Other values (13)	3334	11.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25725	86.0%
Uppercase Letter	4203	14.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	1281	30.5%
K	748	17.8%
C	505	12.0%
O	500	11.9%
N	500	11.9%
A	332	7.9%
S	157	3.7%
I	75	1.8%
P	52	1.2%
L	39	0.9%
Other values (3)	14	0.3%

Decimal Number

Value	Count	Frequency (%)
0	9039	35.1%
2	4681	18.2%
1	4427	17.2%
3	1707	6.6%
8	1394	5.4%
9	1362	5.3%
6	1165	4.5%
7	790	3.1%
4	606	2.4%
5	554	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	25725	86.0%
Latin	4203	14.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	1281	30.5%
K	748	17.8%
C	505	12.0%
O	500	11.9%
N	500	11.9%
A	332	7.9%
S	157	3.7%
I	75	1.8%
P	52	1.2%
L	39	0.9%
Other values (3)	14	0.3%

Common

Value	Count	Frequency (%)
0	9039	35.1%
2	4681	18.2%
1	4427	17.2%
3	1707	6.6%
8	1394	5.4%
9	1362	5.3%
6	1165	4.5%
7	790	3.1%
4	606	2.4%
5	554	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29928	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9039	30.2%
2	4681	15.6%
1	4427	14.8%
3	1707	5.7%
8	1394	4.7%
9	1362	4.6%
E	1281	4.3%
6	1165	3.9%
7	790	2.6%
K	748	2.5%
Other values (13)	3334	11.1%

입찰공고차수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	2410
1	301
2	29
3	6
6	1

Length

Max length	4
Median length	4
Mean length	3.6310044
Min length	1

Unique

Unique	2 ?
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>	2410	87.7%
1	301	11.0%
2	29	1.1%
3	6	0.2%
6	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2410	87.7%
1	301	11.0%
2	29	1.1%
3	6	0.2%
6	1	< 0.1%
4	1	< 0.1%

입찰공고명
Text

Distinct	1725
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

Length

Max length	94
Median length	59
Mean length	24.141921
Min length	3

Characters and Unicode

Total characters	66342
Distinct characters	662
Distinct categories	15 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	1504 ?
Unique (%)	54.7%

Sample

1st row	2019 중앙통제소 윈도우 운영체제 구매
2nd row	2019 경제경영연구소 STATA 통계프로그램 구매
3rd row	2019 하반기 신입사원 기초연수 연수복 구매
4th row	2019 인천생산기지 1공장 공기압축기 4기 구매
5th row	2019 인천생산기지 1공장 공기압축기 4기 구매

Value	Count	Frequency (%)
대체	488	3.6%
서소문s/s	487	3.6%
가스변압기	487	3.6%
공사(일반	487	3.6%
용역	304	2.3%
외	288	2.1%
구매	277	2.1%
및	268	2.0%
구매(긴급	79	0.6%
2019	76	0.6%
Other values (3986)	10252	76.0%

Most occurring characters

Value	Count	Frequency (%)
	10762	16.2%
사	1450	2.2%
기	1435	2.2%
S	1362	2.1%
)	1232	1.9%
(	1232	1.9%
공	1120	1.7%
스	1016	1.5%
용	986	1.5%
1	901	1.4%
Other values (652)	44846	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	40746	61.4%
Space Separator	10762	16.2%
Uppercase Letter	4592	6.9%
Decimal Number	3678	5.5%
Lowercase Letter	2870	4.3%
Close Punctuation	1253	1.9%
Open Punctuation	1253	1.9%
Other Punctuation	882	1.3%
Dash Punctuation	174	0.3%
Connector Punctuation	49	0.1%
Other values (5)	83	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	1450	3.6%
기	1435	3.5%
공	1120	2.7%
스	1016	2.5%
용	986	2.4%
가	751	1.8%
체	709	1.7%
지	707	1.7%
소	705	1.7%
역	654	1.6%
Other values (565)	31213	76.6%

Uppercase Letter

Value	Count	Frequency (%)
S	1362	29.7%
P	307	6.7%
C	277	6.0%
A	273	5.9%
E	196	4.3%
T	190	4.1%
G	182	4.0%
D	180	3.9%
I	170	3.7%
R	165	3.6%
Other values (16)	1290	28.1%

Lowercase Letter

Value	Count	Frequency (%)
e	361	12.6%
r	270	9.4%
o	252	8.8%
a	237	8.3%
i	231	8.0%
t	206	7.2%
n	188	6.6%
l	167	5.8%
u	118	4.1%
s	114	4.0%
Other values (16)	726	25.3%

Decimal Number

Value	Count	Frequency (%)
1	901	24.5%
2	896	24.4%
0	787	21.4%
9	240	6.5%
3	202	5.5%
8	157	4.3%
7	147	4.0%
4	142	3.9%
5	120	3.3%
6	86	2.3%

Other Punctuation

Value	Count	Frequency (%)
/	640	72.6%
,	137	15.5%
·	60	6.8%
.	27	3.1%
:	7	0.8%
'	5	0.6%
&	5	0.6%
@	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	29	72.5%
+	5	12.5%
∼	4	10.0%
=	1	2.5%
∩	1	2.5%

Close Punctuation

Value	Count	Frequency (%)
)	1232	98.3%
]	21	1.7%

Open Punctuation

Value	Count	Frequency (%)
(	1232	98.3%
[	21	1.7%

Initial Punctuation

Value	Count	Frequency (%)
‘	18	94.7%
“	1	5.3%

Space Separator

Value	Count	Frequency (%)
	10762	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	174	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	49	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	18	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	5	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	40744	61.4%
Common	18134	27.3%
Latin	7462	11.2%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	1450	3.6%
기	1435	3.5%
공	1120	2.7%
스	1016	2.5%
용	986	2.4%
가	751	1.8%
체	709	1.7%
지	707	1.7%
소	705	1.7%
역	654	1.6%
Other values (564)	31211	76.6%

Latin

Value	Count	Frequency (%)
S	1362	18.3%
e	361	4.8%
P	307	4.1%
C	277	3.7%
A	273	3.7%
r	270	3.6%
o	252	3.4%
a	237	3.2%
i	231	3.1%
t	206	2.8%
Other values (42)	3686	49.4%

Common

Value	Count	Frequency (%)
	10762	59.3%
)	1232	6.8%
(	1232	6.8%
1	901	5.0%
2	896	4.9%
0	787	4.3%
/	640	3.5%
9	240	1.3%
3	202	1.1%
-	174	1.0%
Other values (25)	1068	5.9%

Han

Value	Count	Frequency (%)
夏	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	40743	61.4%
ASCII	25493	38.4%
None	61	0.1%
Punctuation	37	0.1%
Math Operators	5	< 0.1%
CJK	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10762	42.2%
S	1362	5.3%
)	1232	4.8%
(	1232	4.8%
1	901	3.5%
2	896	3.5%
0	787	3.1%
/	640	2.5%
e	361	1.4%
P	307	1.2%
Other values (70)	7013	27.5%

Hangul

Value	Count	Frequency (%)
사	1450	3.6%
기	1435	3.5%
공	1120	2.7%
스	1016	2.5%
용	986	2.4%
가	751	1.8%
체	709	1.7%
지	707	1.7%
소	705	1.7%
역	654	1.6%
Other values (563)	31210	76.6%

None

Value	Count	Frequency (%)
·	60	98.4%
°	1	1.6%

Punctuation

Value	Count	Frequency (%)
‘	18	48.6%
’	18	48.6%
“	1	2.7%

Math Operators

Value	Count	Frequency (%)
∼	4	80.0%
∩	1	20.0%

CJK

Value	Count	Frequency (%)
夏	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

업무구분명
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

물품	1165
공사	849
용역	723
외자	10
기타	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
물품	1165	42.4%
공사	849	30.9%
용역	723	26.3%
외자	10	0.4%
기타	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
물품	1165	42.4%
공사	849	30.9%
용역	723	26.3%
외자	10	0.4%
기타	1	< 0.1%

계약체결형태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

총액계약	2711
단가계약	37

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	2711	98.7%
단가계약	37	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
총액계약	2711	98.7%
단가계약	37	1.3%

계약체결방법명
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

제한경쟁	1099
일반경쟁	1024
수의계약	590
지명경쟁	35

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제한경쟁	1099	40.0%
일반경쟁	1024	37.3%
수의계약	590	21.5%
지명경쟁	35	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제한경쟁	1099	40.0%
일반경쟁	1024	37.3%
수의계약	590	21.5%
지명경쟁	35	1.3%

낙찰자결정방법명
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1910
적격심사제	637
최저가 낙찰제	186
2단계 경쟁 및 규격·가격동시입찰	11
협상에 의한 계약	4

Length

Max length	18
Median length	4
Mean length	4.4981805
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1910	69.5%
적격심사제	637	23.2%
최저가 낙찰제	186	6.8%
2단계 경쟁 및 규격·가격동시입찰	11	0.4%
협상에 의한 계약	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1910	64.2%
적격심사제	637	21.4%
최저가	186	6.3%
낙찰제	186	6.3%
2단계	11	0.4%
경쟁	11	0.4%
및	11	0.4%
규격·가격동시입찰	11	0.4%
협상에	4	0.1%
의한	4	0.1%

공고기관명
Categorical

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

한국석유공사	500
한국전력공사	500
한국수력원자력㈜	500
한국전자통신연구원	500
한국가스공사	410
Other values (2)	338

Length

Max length	9
Median length	6
Mean length	6.6844978
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력㈜	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
강원랜드	281	10.2%
한전KDN	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력㈜	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
강원랜드	281	10.2%
한전kdn	57	2.1%

공고기관코드
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1910
B410002	500
Z003620	281
B552059	57

Length

Max length	7
Median length	4
Mean length	4.9148472
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1910	69.5%
B410002	500	18.2%
Z003620	281	10.2%
B552059	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1910	69.5%
b410002	500	18.2%
z003620	281	10.2%
b552059	57	2.1%

수요기관명
Categorical

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

한국석유공사	500
한국전력공사	500
한국수력원자력㈜	500
한국전자통신연구원	500
한국가스공사	410
Other values (2)	338

Length

Max length	9
Median length	6
Mean length	6.6844978
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력㈜	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
강원랜드	281	10.2%
한전KDN	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력㈜	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
강원랜드	281	10.2%
한전kdn	57	2.1%

수요기관코드
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1967
B410002	500
Z003620	281

Length

Max length	7
Median length	4
Mean length	4.8526201
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1967	71.6%
B410002	500	18.2%
Z003620	281	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1967	71.6%
b410002	500	18.2%
z003620	281	10.2%

낙찰하한율
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1974
87.745	536
88.0	97
80.495	91
87.995	47

Length

Max length	6
Median length	4
Mean length	4.4894469
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1974	71.8%
87.745	536	19.5%
88.0	97	3.5%
80.495	91	3.3%
87.995	47	1.7%
0.0	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1974	71.8%
87.745	536	19.5%
88.0	97	3.5%
80.495	91	3.3%
87.995	47	1.7%
0.0	3	0.1%

추정가격
Real number (ℝ)

MISSING SKEWED

Distinct	29
Distinct (%)	3.7%
Missing	1970
Missing (%)	71.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.0366661 × 10⁸

Minimum	2740000
Maximum	2.5101163 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	2740000
5-th percentile	49438400
Q1	1.4682506 × 10⁸
median	1.4682506 × 10⁸
Q3	1.4682506 × 10⁸
95-th percentile	3.210735 × 10⁸
Maximum	2.5101163 × 10¹⁰
Range	2.5098423 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.8239592 × 10⁸
Coefficient of variation (CV)	4.8235493
Kurtosis	553.44545
Mean	2.0366661 × 10⁸
Median Absolute Deviation (MAD)	0
Skewness	22.882209
Sum	1.5845262 × 10¹¹
Variance	9.6510175 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
146825056	487	17.7%
258544000	62	2.3%
116300000	42	1.5%
109120000	32	1.2%
49438400	28	1.0%
321073500	27	1.0%
427636000	14	0.5%
223016000	12	0.4%
127373000	12	0.4%
60137000	8	0.3%
Other values (19)	54	2.0%
(Missing)	1970	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2740000	1	< 0.1%
16287287	7	0.3%
24970055	4	0.1%
33583000	3	0.1%
45614281	6	0.2%
49073750	6	0.2%
49438400	28	1.0%
54618000	2	0.1%
60137000	8	0.3%
61050000	3	0.1%

Value	Count	Frequency (%)
25101163128	1	< 0.1%
11336276694	1	< 0.1%
987560000	1	< 0.1%
523951230	1	< 0.1%
427636000	14	0.5%
321073500	27	1.0%
264000000	2	0.1%
258544000	62	2.3%
223016000	12	0.4%
212279980	1	< 0.1%

예정가격
Real number (ℝ)

MISSING SKEWED

Distinct	29
Distinct (%)	3.7%
Missing	1970
Missing (%)	71.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.1294473 × 10⁸

Minimum	2732275
Maximum	2.5101163 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	2732275
5-th percentile	49170033
Q1	1.6150978 × 10⁸
median	1.6150978 × 10⁸
Q3	1.6150978 × 10⁸
95-th percentile	3.2142932 × 10⁸
Maximum	2.5101163 × 10¹⁰
Range	2.5098431 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.8186569 × 10⁸
Coefficient of variation (CV)	4.6108945
Kurtosis	553.77811
Mean	2.1294473 × 10⁸
Median Absolute Deviation (MAD)	0
Skewness	22.890887
Sum	1.65671 × 10¹¹
Variance	9.6406024 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
161509778	487	17.7%
259233778	62	2.3%
115898813	42	1.5%
109125548	32	1.2%
49170033	28	1.0%
321429317	27	1.0%
429320916	14	0.5%
224614968	12	0.4%
126677552	12	0.4%
60111317	8	0.3%
Other values (19)	54	2.0%
(Missing)	1970	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2732275	1	< 0.1%
17846513	7	0.3%
24763089	4	0.1%
33538682	3	0.1%
48965073	6	0.2%
49170033	28	1.0%
50447399	6	0.2%
54685962	2	0.1%
60111317	8	0.3%
61453868	3	0.1%

Value	Count	Frequency (%)
25101163128	1	< 0.1%
11336276694	1	< 0.1%
957933200	1	< 0.1%
523951230	1	< 0.1%
429320916	14	0.5%
321429317	27	1.0%
261671808	2	0.1%
259233778	62	2.3%
224614968	12	0.4%
211000000	1	< 0.1%

기초금액
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	2248
161507561	487
17916015	7
50175709	6

Length

Max length	9
Median length	4
Mean length	4.9050218
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2248	81.8%
161507561	487	17.7%
17916015	7	0.3%
50175709	6	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2248	81.8%
161507561	487	17.7%
17916015	7	0.3%
50175709	6	0.2%

개찰일자
Date

Distinct	527
Distinct (%)	19.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

Minimum	2017-01-03 00:00:00
Maximum	2020-10-12 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

개찰시각
Date

Distinct	383
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

Minimum	2023-12-12 01:07:00
Maximum	2023-12-12 20:40:00

Histogram

Histogram with fixed size bins (bins=50)

개찰결과구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

개찰완료	2659
유찰	79
재입찰	10

Length

Max length	4
Median length	4
Mean length	3.9388646
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
개찰완료	2659	96.8%
유찰	79	2.9%
재입찰	10	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개찰완료	2659	96.8%
유찰	79	2.9%
재입찰	10	0.4%

개찰순위
Real number (ℝ)

MISSING ZEROS

Distinct	262
Distinct (%)	38.8%
Missing	2073
Missing (%)	75.4%
Infinite	0
Infinite (%)	0.0%
Mean	109.72

Minimum	0
Maximum	568
Zeros	245
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	176.5
95-th percentile	497.2
Maximum	568
Range	568
Interquartile range (IQR)	176.5

Descriptive statistics

Standard deviation	173.39729
Coefficient of variation (CV)	1.5803617
Kurtosis	0.3591178
Mean	109.72
Median Absolute Deviation (MAD)	6
Skewness	1.3737909
Sum	74061
Variance	30066.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	245	8.9%
1	29	1.1%
2	21	0.8%
3	16	0.6%
4	11	0.4%
6	10	0.4%
5	9	0.3%
11	7	0.3%
9	7	0.3%
7	7	0.3%
Other values (252)	313	11.4%
(Missing)	2073	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	245	8.9%
1	29	1.1%
2	21	0.8%
3	16	0.6%
4	11	0.4%
5	9	0.3%
6	10	0.4%
7	7	0.3%
8	6	0.2%
9	7	0.3%

Value	Count	Frequency (%)
568	1	< 0.1%
567	1	< 0.1%
564	1	< 0.1%
562	1	< 0.1%
560	1	< 0.1%
559	1	< 0.1%
554	1	< 0.1%
553	1	< 0.1%
552	1	< 0.1%
551	1	< 0.1%

투찰업체사업자등록번호
Text

MISSING

Distinct	743
Distinct (%)	95.1%
Missing	1967
Missing (%)	71.6%
Memory size	21.6 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	9372
Distinct characters	11
Distinct categories	2 ?
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	710 ?
Unique (%)	90.9%

Sample

1st row	849-86-01145
2nd row	137-87-01049
3rd row	221-81-07157
4th row	409-81-98603
5th row	327-86-00613

Value	Count	Frequency (%)
131-35-35805	3	0.4%
222-81-27627	3	0.4%
589-87-00649	3	0.4%
224-81-53330	3	0.4%
231-81-04517	3	0.4%
326-81-01031	2	0.3%
403-81-59276	2	0.3%
287-35-00292	2	0.3%
440-88-01675	2	0.3%
310-81-11193	2	0.3%
Other values (733)	756	96.8%

Most occurring characters

Value	Count	Frequency (%)
-	1562	16.7%
1	1473	15.7%
8	1068	11.4%
0	1006	10.7%
2	972	10.4%
6	607	6.5%
4	590	6.3%
5	556	5.9%
7	539	5.8%
3	533	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7810	83.3%
Dash Punctuation	1562	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1473	18.9%
8	1068	13.7%
0	1006	12.9%
2	972	12.4%
6	607	7.8%
4	590	7.6%
5	556	7.1%
7	539	6.9%
3	533	6.8%
9	466	6.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1562	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9372	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1562	16.7%
1	1473	15.7%
8	1068	11.4%
0	1006	10.7%
2	972	10.4%
6	607	6.5%
4	590	6.3%
5	556	5.9%
7	539	5.8%
3	533	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9372	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1562	16.7%
1	1473	15.7%
8	1068	11.4%
0	1006	10.7%
2	972	10.4%
6	607	6.5%
4	590	6.3%
5	556	5.9%
7	539	5.8%
3	533	5.7%

투찰업체명
Text

MISSING

Distinct	743
Distinct (%)	95.1%
Missing	1967
Missing (%)	71.6%
Memory size	21.6 KiB

Length

Max length	24
Median length	14
Mean length	8.262484
Min length	2

Characters and Unicode

Total characters	6453
Distinct characters	354
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	710 ?
Unique (%)	90.9%

Sample

1st row	근도종합건설(주)
2nd row	에스씨건설(주)_01049
3rd row	주식회사 진양
4th row	주식회사 우진씨엔씨
5th row	(주)부태종합건설

Value	Count	Frequency (%)
주식회사	257	24.2%
주	10	0.9%
에스에이리테일	3	0.3%
에이트	3	0.3%
덕신전기상사(주	3	0.3%
주)태인	3	0.3%
빅스타건설(주	3	0.3%
오스타건설(주	2	0.2%
주안유통	2	0.2%
협동조합	2	0.2%
Other values (747)	773	72.9%

Most occurring characters

Value	Count	Frequency (%)
주	647	10.0%
사	370	5.7%
회	325	5.0%
식	323	5.0%
)	314	4.9%
(	313	4.9%
	283	4.4%
전	258	4.0%
이	243	3.8%
기	140	2.2%
Other values (344)	3237	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5445	84.4%
Close Punctuation	315	4.9%
Open Punctuation	313	4.9%
Space Separator	283	4.4%
Decimal Number	58	0.9%
Uppercase Letter	22	0.3%
Connector Punctuation	11	0.2%
Other Punctuation	3	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	647	11.9%
사	370	6.8%
회	325	6.0%
식	323	5.9%
전	258	4.7%
이	243	4.5%
기	140	2.6%
설	110	2.0%
스	108	2.0%
엔	95	1.7%
Other values (309)	2826	51.9%

Uppercase Letter

Value	Count	Frequency (%)
L	3	13.6%
E	2	9.1%
T	2	9.1%
C	2	9.1%
R	2	9.1%
G	2	9.1%
M	1	4.5%
J	1	4.5%
K	1	4.5%
O	1	4.5%
Other values (5)	5	22.7%

Decimal Number

Value	Count	Frequency (%)
0	14	24.1%
1	9	15.5%
2	7	12.1%
8	6	10.3%
5	5	8.6%
3	4	6.9%
6	4	6.9%
9	4	6.9%
7	3	5.2%
4	2	3.4%

Lowercase Letter

Value	Count	Frequency (%)
d	1	33.3%
t	1	33.3%
o	1	33.3%

Close Punctuation

Value	Count	Frequency (%)
)	314	99.7%
）	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
,	1	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	313	100.0%

Space Separator

Value	Count	Frequency (%)
	283	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5436	84.2%
Common	983	15.2%
Latin	25	0.4%
Han	9	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	647	11.9%
사	370	6.8%
회	325	6.0%
식	323	5.9%
전	258	4.7%
이	243	4.5%
기	140	2.6%
설	110	2.0%
스	108	2.0%
엔	95	1.7%
Other values (301)	2817	51.8%

Latin

Value	Count	Frequency (%)
L	3	12.0%
E	2	8.0%
T	2	8.0%
C	2	8.0%
R	2	8.0%
G	2	8.0%
M	1	4.0%
J	1	4.0%
K	1	4.0%
O	1	4.0%
Other values (8)	8	32.0%

Common

Value	Count	Frequency (%)
)	314	31.9%
(	313	31.8%
	283	28.8%
0	14	1.4%
_	11	1.1%
1	9	0.9%
2	7	0.7%
8	6	0.6%
5	5	0.5%
3	4	0.4%
Other values (7)	17	1.7%

Han

Value	Count	Frequency (%)
社	2	22.2%
工	1	11.1%
電	1	11.1%
新	1	11.1%
革	1	11.1%
會	1	11.1%
式	1	11.1%
株	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5436	84.2%
ASCII	1007	15.6%
CJK	9	0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	647	11.9%
사	370	6.8%
회	325	6.0%
식	323	5.9%
전	258	4.7%
이	243	4.5%
기	140	2.6%
설	110	2.0%
스	108	2.0%
엔	95	1.7%
Other values (301)	2817	51.8%

ASCII

Value	Count	Frequency (%)
)	314	31.2%
(	313	31.1%
	283	28.1%
0	14	1.4%
_	11	1.1%
1	9	0.9%
2	7	0.7%
8	6	0.6%
5	5	0.5%
3	4	0.4%
Other values (24)	41	4.1%

CJK

Value	Count	Frequency (%)
社	2	22.2%
工	1	11.1%
電	1	11.1%
新	1	11.1%
革	1	11.1%
會	1	11.1%
式	1	11.1%
株	1	11.1%

None

Value	Count	Frequency (%)
）	1	100.0%

투찰업체대표자명
Text

MISSING

Distinct	733
Distinct (%)	93.9%
Missing	1967
Missing (%)	71.6%
Memory size	21.6 KiB

Length

Max length	17
Median length	3
Mean length	3.0422535
Min length	2

Characters and Unicode

Total characters	2376
Distinct characters	204
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	691 ?
Unique (%)	88.5%

Sample

1st row	김은미
2nd row	박우연
3rd row	홍순희
4th row	정성희
5th row	양명화

Value	Count	Frequency (%)
이현정	3	0.4%
정종길	3	0.4%
정내희	3	0.4%
김동미	3	0.4%
전영규	3	0.4%
태은경	3	0.4%
조민구	2	0.3%
이상원	2	0.3%
차상호	2	0.3%
이영두	2	0.3%
Other values (727)	759	96.7%

Most occurring characters

Value	Count	Frequency (%)
김	151	6.4%
이	128	5.4%
정	99	4.2%
영	63	2.7%
박	58	2.4%
성	48	2.0%
희	47	2.0%
수	45	1.9%
최	41	1.7%
현	41	1.7%
Other values (194)	1655	69.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2354	99.1%
Uppercase Letter	12	0.5%
Space Separator	4	0.2%
Other Punctuation	4	0.2%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	151	6.4%
이	128	5.4%
정	99	4.2%
영	63	2.7%
박	58	2.5%
성	48	2.0%
희	47	2.0%
수	45	1.9%
최	41	1.7%
현	41	1.7%
Other values (182)	1633	69.4%

Uppercase Letter

Value	Count	Frequency (%)
A	2	16.7%
N	2	16.7%
O	2	16.7%
G	2	16.7%
D	1	8.3%
J	1	8.3%
I	1	8.3%
H	1	8.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2354	99.1%
Latin	12	0.5%
Common	10	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	151	6.4%
이	128	5.4%
정	99	4.2%
영	63	2.7%
박	58	2.5%
성	48	2.0%
희	47	2.0%
수	45	1.9%
최	41	1.7%
현	41	1.7%
Other values (182)	1633	69.4%

Latin

Value	Count	Frequency (%)
A	2	16.7%
N	2	16.7%
O	2	16.7%
G	2	16.7%
D	1	8.3%
J	1	8.3%
I	1	8.3%
H	1	8.3%

Common

Value	Count	Frequency (%)
	4	40.0%
,	4	40.0%
)	1	10.0%
(	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2354	99.1%
ASCII	22	0.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	151	6.4%
이	128	5.4%
정	99	4.2%
영	63	2.7%
박	58	2.5%
성	48	2.0%
희	47	2.0%
수	45	1.9%
최	41	1.7%
현	41	1.7%
Other values (182)	1633	69.4%

ASCII

Value	Count	Frequency (%)
	4	18.2%
,	4	18.2%
A	2	9.1%
N	2	9.1%
O	2	9.1%
G	2	9.1%
D	1	4.5%
J	1	4.5%
I	1	4.5%
)	1	4.5%
Other values (2)	2	9.1%

투찰금액
Real number (ℝ)

MISSING SKEWED

Distinct	780
Distinct (%)	100.0%
Missing	1968
Missing (%)	71.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.9141488 × 10⁸

Minimum	107000
Maximum	2.505096 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	107000
5-th percentile	43659421
Q1	1.4190186 × 10⁸
median	1.428421 × 10⁸
Q3	1.4367137 × 10⁸
95-th percentile	2.584049 × 10⁸
Maximum	2.505096 × 10¹⁰
Range	2.5050853 × 10¹⁰
Interquartile range (IQR)	1769514.8

Descriptive statistics

Standard deviation	9.792852 × 10⁸
Coefficient of variation (CV)	5.116035
Kurtosis	555.87637
Mean	1.9141488 × 10⁸
Median Absolute Deviation (MAD)	879095
Skewness	22.949574
Sum	1.493036 × 10¹¹
Variance	9.589995 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
142269430	1	< 0.1%
142168677	1	< 0.1%
142580720	1	< 0.1%
143034000	1	< 0.1%
144263500	1	< 0.1%
143964100	1	< 0.1%
143707700	1	< 0.1%
142736950	1	< 0.1%
145610108	1	< 0.1%
144034000	1	< 0.1%
Other values (770)	770	28.0%
(Missing)	1968	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
107000	1	< 0.1%
110900	1	< 0.1%
133000	1	< 0.1%
2730000	1	< 0.1%
15707700	1	< 0.1%
15739400	1	< 0.1%
15741000	1	< 0.1%
15770000	1	< 0.1%
15775800	1	< 0.1%
15802000	1	< 0.1%

Value	Count	Frequency (%)
25050960000	1	< 0.1%
11333400000	1	< 0.1%
948057000	1	< 0.1%
522500000	1	< 0.1%
427636000	1	< 0.1%
379451000	1	< 0.1%
376845700	1	< 0.1%
376716993	1	< 0.1%
376563430	1	< 0.1%
375892580	1	< 0.1%

투찰율
Real number (ℝ)

MISSING

Distinct	415
Distinct (%)	83.0%
Missing	2248
Missing (%)	81.8%
Infinite	0
Infinite (%)	0.0%
Mean	88.501234

Minimum	87.272
Maximum	94.19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	87.272
5-th percentile	87.8311
Q1	88.203
median	88.487
Q3	88.78125
95-th percentile	89.2004
Maximum	94.19
Range	6.918
Interquartile range (IQR)	0.57825

Descriptive statistics

Standard deviation	0.50172727
Coefficient of variation (CV)	0.0056691556
Kurtosis	32.129504
Mean	88.501234
Median Absolute Deviation (MAD)	0.288
Skewness	2.9241745
Sum	44250.617
Variance	0.25173025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.016	4	0.1%
88.333	4	0.1%
87.91	3	0.1%
88.235	3	0.1%
88.268	3	0.1%
88.096	3	0.1%
88.343	3	0.1%
88.586	3	0.1%
88.754	3	0.1%
88.978	2	0.1%
Other values (405)	469	17.1%
(Missing)	2248	81.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
87.272	1	< 0.1%
87.301	1	< 0.1%
87.434	1	< 0.1%
87.45	1	< 0.1%
87.456	1	< 0.1%
87.488	1	< 0.1%
87.57	1	< 0.1%
87.585	1	< 0.1%
87.643	1	< 0.1%
87.663	1	< 0.1%

Value	Count	Frequency (%)
94.19	1	< 0.1%
90.156	1	< 0.1%
89.554	1	< 0.1%
89.544	1	< 0.1%
89.484	1	< 0.1%
89.482	1	< 0.1%
89.413	1	< 0.1%
89.41	1	< 0.1%
89.406	1	< 0.1%
89.392	1	< 0.1%

투찰일자
Categorical

IMBALANCE

Distinct	25
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1968
2020-10-06	248
2020-10-05	143
2020-08-21	99
2020-10-07	99
Other values (20)	191

Length

Max length	10
Median length	4
Mean length	5.7030568
Min length	4

Unique

Unique	4 ?
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>	1968	71.6%
2020-10-06	248	9.0%
2020-10-05	143	5.2%
2020-08-21	99	3.6%
2020-10-07	99	3.6%
2020-08-12	41	1.5%
2020-09-01	33	1.2%
2020-08-25	29	1.1%
2020-08-27	27	1.0%
2020-09-02	23	0.8%
Other values (15)	38	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1968	71.6%
2020-10-06	248	9.0%
2020-10-05	143	5.2%
2020-08-21	99	3.6%
2020-10-07	99	3.6%
2020-08-12	41	1.5%
2020-09-01	33	1.2%
2020-08-25	29	1.1%
2020-08-27	27	1.0%
2020-09-02	23	0.8%
Other values (15)	38	1.4%

투찰시각
Date

MISSING

Distinct	176
Distinct (%)	22.6%
Missing	1968
Missing (%)	71.6%
Memory size	21.6 KiB

Minimum	2023-12-12 00:10:00
Maximum	2023-12-12 23:10:00

Histogram

Histogram with fixed size bins (bins=50)

낙찰여부
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

	1967
N	752
Y	29

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
	1967	71.6%
N	752	27.4%
Y	29	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	752	96.3%
y	29	3.7%

부적격사유
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2748
Missing (%)	100.0%
Memory size	24.3 KiB

최종낙찰금액
Real number (ℝ)

MISSING SKEWED

Distinct	86
Distinct (%)	10.3%
Missing	1910
Missing (%)	69.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.8934366 × 10⁸

Minimum	107000
Maximum	2.505096 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	107000
5-th percentile	43291123
Q1	1.404323 × 10⁸
median	1.4291892 × 10⁸
Q3	1.4291892 × 10⁸
95-th percentile	2.58779 × 10⁸
Maximum	2.505096 × 10¹⁰
Range	2.5050853 × 10¹⁰
Interquartile range (IQR)	2486615

Descriptive statistics

Standard deviation	9.4821375 × 10⁸
Coefficient of variation (CV)	5.007898
Kurtosis	588.66112
Mean	1.8934366 × 10⁸
Median Absolute Deviation (MAD)	0
Skewness	23.540429
Sum	1.5866999 × 10¹¹
Variance	8.9910931 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
142918915	487	17.7%
208739338	62	2.3%
102050000	42	1.5%
96094191	32	1.2%
43319220	28	1.0%
258779000	27	1.0%
376716993	14	0.5%
111504480	12	0.4%
198840000	12	0.4%
52804624	8	0.3%
Other values (76)	114	4.1%
(Missing)	1910	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
107000	3	0.1%
348315	1	< 0.1%
2730000	1	< 0.1%
11126400	1	< 0.1%
11365200	1	< 0.1%
11400000	1	< 0.1%
12878000	1	< 0.1%
14080000	1	< 0.1%
15707700	7	0.3%
16890940	1	< 0.1%

Value	Count	Frequency (%)
25050960000	1	< 0.1%
11333400000	1	< 0.1%
1999800000	1	< 0.1%
1045000000	1	< 0.1%
948057000	1	< 0.1%
850890403	1	< 0.1%
545965200	1	< 0.1%
522500000	1	< 0.1%
404316000	1	< 0.1%
376716993	14	0.5%

최종낙찰율
Real number (ℝ)

MISSING

Distinct	49
Distinct (%)	8.8%
Missing	2191
Missing (%)	79.7%
Infinite	0
Infinite (%)	0.0%
Mean	88.708327

Minimum	76.035
Maximum	97.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.3 KiB

Quantile statistics

Minimum	76.035
5-th percentile	88.489
Q1	88.489
median	88.489
Q3	88.489
95-th percentile	91
Maximum	97.44
Range	21.405
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3159832
Coefficient of variation (CV)	0.014834946
Kurtosis	39.47053
Mean	88.708327
Median Absolute Deviation (MAD)	0
Skewness	-0.83678618
Sum	49410.538
Variance	1.7318118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
88.489	487	17.7%
88.016	7	0.3%
91.0	6	0.2%
88.062	6	0.2%
90.999	3	0.1%
86.999	2	0.1%
90.869	2	0.1%
91.999	2	0.1%
92.0	2	0.1%
76.035	1	< 0.1%
Other values (39)	39	1.4%
(Missing)	2191	79.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
76.035	1	< 0.1%
76.046	1	< 0.1%
86.356	1	< 0.1%
86.976	1	< 0.1%
86.999	2	0.1%
87.994	1	< 0.1%
88.016	7	0.3%
88.062	6	0.2%
88.489	487	17.7%
88.526	1	< 0.1%

Value	Count	Frequency (%)
97.44	1	< 0.1%
95.999	1	< 0.1%
95.513	1	< 0.1%
94.999	1	< 0.1%
94.994	1	< 0.1%
94.868	1	< 0.1%
93.5	1	< 0.1%
93.009	1	< 0.1%
92.753	1	< 0.1%
92.701	1	< 0.1%

최종낙찰일자
Categorical

IMBALANCE

Distinct	21
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	2191
2020-10-13	487
2020-08-28	8
2020-10-12	7
2020-08-13	7
Other values (16)	48

Length

Max length	10
Median length	4
Mean length	5.2161572
Min length	4

Unique

Unique	4 ?
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>	2191	79.7%
2020-10-13	487	17.7%
2020-08-28	8	0.3%
2020-10-12	7	0.3%
2020-08-13	7	0.3%
2020-10-14	6	0.2%
2020-08-26	5	0.2%
2020-08-06	5	0.2%
2020-08-18	4	0.1%
2020-08-10	4	0.1%
Other values (11)	24	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	2191	79.7%
2020-10-13	487	17.7%
2020-08-28	8	0.3%
2020-10-12	7	0.3%
2020-08-13	7	0.3%
2020-10-14	6	0.2%
2020-08-26	5	0.2%
2020-08-06	5	0.2%
2020-08-18	4	0.1%
2020-08-10	4	0.1%
Other values (11)	24	0.9%

최종낙찰업체명
Text

MISSING

Distinct	82
Distinct (%)	9.8%
Missing	1910
Missing (%)	69.5%
Memory size	21.6 KiB

Length

Max length	13
Median length	11
Mean length	10.019093
Min length	3

Characters and Unicode

Total characters	8396
Distinct characters	185
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	56 ?
Unique (%)	6.7%

Sample

1st row	주식회사 운산아이에스
2nd row	(주)에이바이트
3rd row	주식회사 플랜잇파트너스
4th row	(주)투비젠
5th row	베스핀글로벌 주식회사

Value	Count	Frequency (%)
주식회사	514	36.0%
신화티앤에스	487	34.2%
에스케이엠앤서비스(주	62	4.3%
주	43	3.0%
세일냉열	42	2.9%
한국자동차유리	32	2.2%
윤스	28	2.0%
리테일	28	2.0%
주)에이치케이씨	27	1.9%
주)부태종합건설	14	1.0%
Other values (78)	149	10.4%

Most occurring characters

Value	Count	Frequency (%)
주	740	8.8%
스	664	7.9%
에	591	7.0%
	588	7.0%
앤	555	6.6%
사	549	6.5%
회	537	6.4%
식	535	6.4%
신	505	6.0%
티	493	5.9%
Other values (175)	2639	31.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7364	87.7%
Space Separator	588	7.0%
Open Punctuation	204	2.4%
Close Punctuation	204	2.4%
Decimal Number	30	0.4%
Connector Punctuation	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	740	10.0%
스	664	9.0%
에	591	8.0%
앤	555	7.5%
사	549	7.5%
회	537	7.3%
식	535	7.3%
신	505	6.9%
티	493	6.7%
화	489	6.6%
Other values (167)	1706	23.2%

Decimal Number

Value	Count	Frequency (%)
1	12	40.0%
2	6	20.0%
7	6	20.0%
0	6	20.0%

Space Separator

Value	Count	Frequency (%)
	588	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	204	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	204	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7364	87.7%
Common	1032	12.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	740	10.0%
스	664	9.0%
에	591	8.0%
앤	555	7.5%
사	549	7.5%
회	537	7.3%
식	535	7.3%
신	505	6.9%
티	493	6.7%
화	489	6.6%
Other values (167)	1706	23.2%

Common

Value	Count	Frequency (%)
	588	57.0%
(	204	19.8%
)	204	19.8%
1	12	1.2%
_	6	0.6%
2	6	0.6%
7	6	0.6%
0	6	0.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7364	87.7%
ASCII	1032	12.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	740	10.0%
스	664	9.0%
에	591	8.0%
앤	555	7.5%
사	549	7.5%
회	537	7.3%
식	535	7.3%
신	505	6.9%
티	493	6.7%
화	489	6.6%
Other values (167)	1706	23.2%

ASCII

Value	Count	Frequency (%)
	588	57.0%
(	204	19.8%
)	204	19.8%
1	12	1.2%
_	6	0.6%
2	6	0.6%
7	6	0.6%
0	6	0.6%

최종낙찰업체대표자명
Text

MISSING

Distinct	81
Distinct (%)	9.7%
Missing	1910
Missing (%)	69.5%
Memory size	21.6 KiB

Length

Max length	8
Median length	3
Mean length	3.0107399
Min length	3

Characters and Unicode

Total characters	2523
Distinct characters	90
Distinct categories	2 ?
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	55 ?
Unique (%)	6.6%

Sample

1st row	송창규
2nd row	나성일
3rd row	정성일
4th row	이재훈
5th row	이해민,이존한주

Value	Count	Frequency (%)
이용철	488	58.2%
박윤택	62	7.4%
전영만	42	5.0%
류승현	32	3.8%
김민호	28	3.3%
채희관	27	3.2%
양명화	14	1.7%
김석원	12	1.4%
정명희	12	1.4%
김은자	8	1.0%
Other values (71)	113	13.5%

Most occurring characters

Value	Count	Frequency (%)
이	526	20.8%
용	506	20.1%
철	489	19.4%
박	70	2.8%
김	67	2.7%
윤	65	2.6%
택	62	2.5%
영	49	1.9%
전	44	1.7%
희	43	1.7%
Other values (80)	602	23.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2521	99.9%
Other Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	526	20.9%
용	506	20.1%
철	489	19.4%
박	70	2.8%
김	67	2.7%
윤	65	2.6%
택	62	2.5%
영	49	1.9%
전	44	1.7%
희	43	1.7%
Other values (79)	600	23.8%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2521	99.9%
Common	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	526	20.9%
용	506	20.1%
철	489	19.4%
박	70	2.8%
김	67	2.7%
윤	65	2.6%
택	62	2.5%
영	49	1.9%
전	44	1.7%
희	43	1.7%
Other values (79)	600	23.8%

Common

Value	Count	Frequency (%)
,	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2521	99.9%
ASCII	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	526	20.9%
용	506	20.1%
철	489	19.4%
박	70	2.8%
김	67	2.7%
윤	65	2.6%
택	62	2.5%
영	49	1.9%
전	44	1.7%
희	43	1.7%
Other values (79)	600	23.8%

ASCII

Value	Count	Frequency (%)
,	2	100.0%

최종낙찰업체담당자명
Categorical

IMBALANCE

Distinct	31
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1967
이용철	487
염한탁	62
류현자	42
류승현	32
Other values (26)	158

Length

Max length	4
Median length	4
Mean length	3.7157933
Min length	3

Unique

Unique	8 ?
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>	1967	71.6%
이용철	487	17.7%
염한탁	62	2.3%
류현자	42	1.5%
류승현	32	1.2%
김민호	28	1.0%
채기훈	27	1.0%
양희태	14	0.5%
김석원	12	0.4%
정명희	12	0.4%
Other values (21)	65	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1967	71.6%
이용철	487	17.7%
염한탁	62	2.3%
류현자	42	1.5%
류승현	32	1.2%
김민호	28	1.0%
채기훈	27	1.0%
양희태	14	0.5%
김석원	12	0.4%
정명희	12	0.4%
Other values (21)	65	2.4%

최종낙찰업체사업자등록번호
Text

MISSING

Distinct	82
Distinct (%)	9.8%
Missing	1910
Missing (%)	69.5%
Memory size	21.6 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	10056
Distinct characters	11
Distinct categories	2 ?
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	56 ?
Unique (%)	6.7%

Sample

1st row	114-86-89763
2nd row	408-86-15055
3rd row	129-86-63988
4th row	206-86-32782
5th row	638-87-00223

Value	Count	Frequency (%)
206-68-68612	487	58.1%
220-81-76893	62	7.4%
224-81-13361	42	5.0%
224-10-25718	32	3.8%
341-66-00265	28	3.3%
311-81-22413	27	3.2%
327-86-00613	14	1.7%
225-02-60732	12	1.4%
608-81-33283	12	1.4%
129-81-72430	8	1.0%
Other values (72)	114	13.6%

Most occurring characters

Value	Count	Frequency (%)
6	2310	23.0%
-	1676	16.7%
2	1564	15.6%
8	1408	14.0%
1	1136	11.3%
0	858	8.5%
3	383	3.8%
4	213	2.1%
7	203	2.0%
5	164	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8380	83.3%
Dash Punctuation	1676	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	2310	27.6%
2	1564	18.7%
8	1408	16.8%
1	1136	13.6%
0	858	10.2%
3	383	4.6%
4	213	2.5%
7	203	2.4%
5	164	2.0%
9	141	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1676	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10056	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	2310	23.0%
-	1676	16.7%
2	1564	15.6%
8	1408	14.0%
1	1136	11.3%
0	858	8.5%
3	383	3.8%
4	213	2.1%
7	203	2.0%
5	164	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	2310	23.0%
-	1676	16.7%
2	1564	15.6%
8	1408	14.0%
1	1136	11.3%
0	858	8.5%
3	383	3.8%
4	213	2.1%
7	203	2.0%
5	164	1.6%

최종낙찰업체주소
Categorical

IMBALANCE

Distinct	31
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1967
서울특별시 성동구 성수이로	487
04569 서울특별시 중구 퇴계로 385 11층 (흥인동, 준타워)	62
220040 강원 원주시 명륜동 279-12	42
26411 강원도 원주시 원문로 107-10 단계동 (단계동)	32
Other values (26)	158

Length

Max length	55
Median length	4
Mean length	9.0232897
Min length	4

Unique

Unique	8 ?
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>	1967	71.6%
서울특별시 성동구 성수이로	487	17.7%
04569 서울특별시 중구 퇴계로 385 11층 (흥인동, 준타워)	62	2.3%
220040 강원 원주시 명륜동 279-12	42	1.5%
26411 강원도 원주시 원문로 107-10 단계동 (단계동)	32	1.2%
21679 인천광역시 남동구 앵고개로815번길 22 302-705 (논현동, 소래휴먼시아3단지)	28	1.0%
33435 충청남도 보령시 큰오랏1길 94-7 2층 (동대동, 서울학원)	27	1.0%
24210 강원도 춘천시 동면 소양강로 344-12	14	0.5%
26229 강원도 영월군 영월읍 영월로 2103	12	0.4%
24635 강원도 인제군 인제읍 인제로 216-1 2층 제2호	12	0.4%
Other values (21)	65	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1967	36.0%
서울특별시	561	10.3%
성동구	489	9.0%
성수이로	487	8.9%
강원도	101	1.8%
원주시	74	1.4%
단계동	64	1.2%
385	62	1.1%
퇴계로	62	1.1%
04569	62	1.1%
Other values (150)	1532	28.1%

최종낙찰업체연락전화번호
Categorical

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

<NA>	1967
02-249-9948	487
000-0000-0000	281
02-256-6394	7
043-383-3856	6

Length

Max length	13
Median length	4
Mean length	6.1961426
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1967	71.6%
02-249-9948	487	17.7%
000-0000-0000	281	10.2%
02-256-6394	7	0.3%
043-383-3856	6	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1967	71.6%
02-249-9948	487	17.7%
000-0000-0000	281	10.2%
02-256-6394	7	0.3%
043-383-3856	6	0.2%

데이터기준일자
Categorical

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

2020-10-19	500
2020-10-20	500
2020-09-20	500
2020-09-30	500
2020-03-31	410
Other values (2)	338

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-03-31
2nd row	2020-03-31
3rd row	2020-03-31
4th row	2020-03-31
5th row	2020-03-31

Common Values

Value	Count	Frequency (%)
2020-10-19	500	18.2%
2020-10-20	500	18.2%
2020-09-20	500	18.2%
2020-09-30	500	18.2%
2020-03-31	410	14.9%
2020-09-29	281	10.2%
2020-09-25	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-10-19	500	18.2%
2020-10-20	500	18.2%
2020-09-20	500	18.2%
2020-09-30	500	18.2%
2020-03-31	410	14.9%
2020-09-29	281	10.2%
2020-09-25	57	2.1%

제공기관코드
Categorical

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

B410005	500
B410002	500
B552041	500
B551963	500
B551210	410
Other values (2)	338

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B551210
2nd row	B551210
3rd row	B551210
4th row	B551210
5th row	B551210

Common Values

Value	Count	Frequency (%)
B410005	500	18.2%
B410002	500	18.2%
B552041	500	18.2%
B551963	500	18.2%
B551210	410	14.9%
B552525	281	10.2%
B552059	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b410005	500	18.2%
b410002	500	18.2%
b552041	500	18.2%
b551963	500	18.2%
b551210	410	14.9%
b552525	281	10.2%
b552059	57	2.1%

제공기관명
Categorical

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.6 KiB

한국석유공사	500
한국전력공사	500
한국수력원자력(주)	500
한국전자통신연구원	500
한국가스공사	410
Other values (2)	338

Length

Max length	10
Median length	6
Mean length	7.4173945
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력(주)	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
(주)강원랜드	281	10.2%
한전KDN(주)	57	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국석유공사	500	18.2%
한국전력공사	500	18.2%
한국수력원자력(주	500	18.2%
한국전자통신연구원	500	18.2%
한국가스공사	410	14.9%
주)강원랜드	281	10.2%
한전kdn(주	57	2.1%

First rows
Last rows

	입찰공고번호	입찰공고차수	입찰공고명	업무구분명	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	수요기관명	수요기관코드	낙찰하한율	추정가격	예정가격	기초금액	개찰일자	개찰시각	개찰결과구분명	개찰순위	투찰업체사업자등록번호	투찰업체명	투찰업체대표자명	투찰금액	투찰율	투찰일자	투찰시각	부적격사유	최종낙찰금액	최종낙찰율	최종낙찰일자	최종낙찰업체명	최종낙찰업체대표자명	최종낙찰업체담당자명	최종낙찰업체사업자등록번호	최종낙찰업체주소	최종낙찰업체연락전화번호	데이터기준일자	제공기관코드	제공기관명
0	2019073110	<NA>	2019 중앙통제소 윈도우 운영체제 구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-06	14:12	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
1	2019073107	<NA>	2019 경제경영연구소 STATA 통계프로그램 구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-06	17:26	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
2	2019080625	<NA>	2019 하반기 신입사원 기초연수 연수복 구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-07	11:05	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
3	2019071725	<NA>	2019 인천생산기지 1공장 공기압축기 4기 구매	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-08	18:14	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
4	2019071725	<NA>	2019 인천생산기지 1공장 공기압축기 4기 구매	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-08	18:14	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
5	2019080517	<NA>	(재공고)2019 AutoCAD Mechanical 외 2종 라이선스 갱신	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-12	11:28	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
6	2019080221	<NA>	2019 평택 2기지· 통영기지 계측제어시스템 정보보안 강화용 자재구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-08	18:48	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
7	2019080221	<NA>	2019 평택 2기지· 통영기지 계측제어시스템 정보보안 강화용 자재구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-08	18:48	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
8	2019081606	<NA>	2019 보안기획부 노트북 구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-29	10:22	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사
9	2019082926	<NA>	2019 전자조달시스템 파일관리솔루션 구매	물품	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-09-03	14:13	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사

	입찰공고번호	입찰공고차수	입찰공고명	업무구분명	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	수요기관명	수요기관코드	낙찰하한율	추정가격	예정가격	기초금액	개찰일자	개찰시각	개찰결과구분명	개찰순위	투찰업체사업자등록번호	투찰업체명	투찰업체대표자명	투찰금액	투찰율	투찰일자	투찰시각	부적격사유	최종낙찰금액	최종낙찰율	최종낙찰일자	최종낙찰업체명	최종낙찰업체대표자명	최종낙찰업체담당자명	최종낙찰업체사업자등록번호	최종낙찰업체주소	최종낙찰업체연락전화번호	데이터기준일자	제공기관코드	제공기관명
2738	EA20202322	<NA>	저지연 이산 푸리에 변환기 제작	용역	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-14	15:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2739	EA20202311	<NA>	Ouster OS1-128 외 1건	물품	총액계약	수의계약	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-09	16:30	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2740	EA20202315	<NA>	딥러닝 기반 행동 탐지 및 인식 인터페이스 개발	용역	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-11	12:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2741	EA20202288	<NA>	Dell Kit, NVIDIA Tesla V100 32G Passive GPU for DSS8440	물품	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-11	10:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2742	EE20201250	<NA>	ASUS Processor Kit 외 10건	물품	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-11	09:30	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2743	EE20201251	<NA>	비정형 데이터 및 영상 처리 시스템 부속품 - HLT003S-001 외 6건	물품	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-11	09:30	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2744	EE20201252	<NA>	QNAP TS-832X-2G (8베이) Case	물품	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-11	09:30	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2745	EA20202302	<NA>	웹 기반 스마트온실 표준장비규격 및 시험관리규격 관리 기능 개발	용역	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-14	15:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2746	EE20201253	<NA>	머신러닝용 워크스테이션	물품	총액계약	일반경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-10	18:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원
2747	EA20202158	<NA>	ATSC 3.0 Lite Rx 외 1건	물품	총액계약	제한경쟁	<NA>	한국전자통신연구원	<NA>	한국전자통신연구원	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-14	14:00	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-09-30	B551963	한국전자통신연구원

Most frequently occurring

	입찰공고번호	입찰공고차수	입찰공고명	업무구분명	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	수요기관명	수요기관코드	낙찰하한율	추정가격	예정가격	기초금액	개찰일자	개찰시각	개찰결과구분명	개찰순위	투찰업체사업자등록번호	투찰업체명	투찰업체대표자명	투찰금액	투찰율	투찰일자	투찰시각	최종낙찰금액	최종낙찰율	최종낙찰일자	최종낙찰업체명	최종낙찰업체대표자명	최종낙찰업체담당자명	최종낙찰업체사업자등록번호	최종낙찰업체주소	최종낙찰업체연락전화번호	데이터기준일자	제공기관코드	제공기관명	# duplicates
13	2019041625	<NA>	2019년 공급관리소용 보안시스템 구매	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-05-24	17:24	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	5
15	2019050307	<NA>	`19년 가스누출경보기 구매	물품	총액계약	일반경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-05-13	11:07	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	4
1	2019021418	<NA>	발전용 요금제도 개선 연구용역	용역	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-03-04	16:05	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
5	2019032510	<NA>	2019년 매설배관 충격 및 누출감지시스템 구매	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-04-05	10:15	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
9	2019040316	<NA>	2019년 생산기지 건축물 내진성능평가 용역	용역	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-04-11	11:27	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
18	2019050926	<NA>	중장기감사전략 재정립 및 감사체계 고도화 용역	용역	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-05-10	15:02	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
27	2019060510	<NA>	2019년 KOGAS 홍보영상 콘텐츠 제작용역	용역	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-06-27	10:01	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
35	2019081913	<NA>	상임감사 및 감사인 역량진단과 전문성 향상 방안 용역	용역	총액계약	수의계약	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-08-21	09:39	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
45	2019110708	<NA>	북미LNG사업 진출모델 도출 및 후보사업 평가	용역	총액계약	일반경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-12-05	13:30	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	3
0	2019013108	<NA>	인천기지 초저온 LNG 밸브 제어용 Pneumatic Actuator(TK-204/205/206) 구매	물품	총액계약	제한경쟁	<NA>	한국가스공사	<NA>	한국가스공사	<NA>	<NA>	<NA>	<NA>	<NA>	2019-03-13	09:42	개찰완료	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-31	B551210	한국가스공사	2

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Close Punctuation

Open Punctuation

Initial Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Final Punctuation

Modifier Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Punctuation

Math Operators

CJK

Compat Jamo

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)

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)