gimi9 Pandas Profiling

Dataset statistics

Number of variables	55
Number of observations	10000
Missing cells	101547
Missing cells (%)	18.5%
Duplicate rows	885
Duplicate rows (%)	8.8%
Total size in memory	4.3 MiB
Average record size in memory	453.0 B

Variable types

Text	9
Unsupported	3
Boolean	1
Categorical	27
DateTime	13
Numeric	2

Dataset

Description	조달실적을 종합적으로 분석한 정보 국가를 당사자로 하는 계약에 관한 법률 등에 따라 국가(공공)기관, 지방자치단체에서 발주하는 입찰공고에 대한 정보
Author	조달청
URL	https://www.data.go.kr/data/15023678/standard.do

Alerts

Dataset has 885 (8.8%) duplicate rows	Duplicates
`입찰공고상태명` is highly imbalanced (78.6%)	Imbalance
`계약체결형태명` is highly imbalanced (93.3%)	Imbalance
`공고기관명` is highly imbalanced (51.1%)	Imbalance
`수요기관명` is highly imbalanced (51.1%)	Imbalance
`개찰장소` is highly imbalanced (51.2%)	Imbalance
`참가가능지역명` is highly imbalanced (56.7%)	Imbalance
`데이터기준일자` is highly imbalanced (51.1%)	Imbalance
`제공기관코드` is highly imbalanced (51.1%)	Imbalance
`제공기관명` is highly imbalanced (51.1%)	Imbalance
`입찰공고차수` has 10000 (100.0%) missing values	Missing
`참조공고번호` has 9997 (> 99.9%) missing values	Missing
`참조공고차수` has 10000 (100.0%) missing values	Missing
`공고기관담당자명` has 3725 (37.2%) missing values	Missing
`공고기관담당자이메일주소` has 3725 (37.2%) missing values	Missing
`수요기관담당자명` has 3725 (37.2%) missing values	Missing
`수요기관담당자이메일주소` has 3725 (37.2%) missing values	Missing
`설명회실시일자` has 9998 (> 99.9%) missing values	Missing
`설명회실시시각` has 9998 (> 99.9%) missing values	Missing
`설명회실시장소` has 9998 (> 99.9%) missing values	Missing
`공동수급협정마감일자` has 4281 (42.8%) missing values	Missing
`배정예산금액(설계금액)` has 3725 (37.2%) missing values	Missing
`추정가격` has 4006 (40.1%) missing values	Missing
`투찰가능업종명` has 4644 (46.4%) missing values	Missing
`입찰공고URL` has 10000 (100.0%) missing values	Missing
`배정예산금액(설계금액)` is highly skewed (γ1 = 62.08607833)	Skewed
`추정가격` is highly skewed (γ1 = 20.62300999)	Skewed
`입찰공고차수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`참조공고차수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`입찰공고URL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-12 21:28:04.302037
Analysis finished	2023-12-12 21:28:06.316788
Duration	2.01 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

입찰공고번호
Text

Distinct	9113
Distinct (%)	91.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	14
Median length	10
Mean length	10.2436
Min length	9

Characters and Unicode

Total characters	102436
Distinct characters	24
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	8227 ?
Unique (%)	82.3%

Sample

1st row	E011903703
2nd row	E011904631
3rd row	E011908627
4th row	E011900985
5th row	2017-2788

Value	Count	Frequency (%)
b5201800272	3	< 0.1%
g011907860	2	< 0.1%
a012000066	2	< 0.1%
a011902034	2	< 0.1%
e011900850	2	< 0.1%
e011901008	2	< 0.1%
e011902181	2	< 0.1%
e011904977	2	< 0.1%
e011900285	2	< 0.1%
e011905043	2	< 0.1%
Other values (9103)	9979	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	26814	26.2%
1	20922	20.4%
9	10142	9.9%
2	9550	9.3%
E	5477	5.3%
3	4972	4.9%
5	4780	4.7%
8	4733	4.6%
7	3658	3.6%
4	3550	3.5%
Other values (14)	7838	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	92443	90.2%
Uppercase Letter	9320	9.1%
Dash Punctuation	657	0.6%
Other Letter	12	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26814	29.0%
1	20922	22.6%
9	10142	11.0%
2	9550	10.3%
3	4972	5.4%
5	4780	5.2%
8	4733	5.1%
7	3658	4.0%
4	3550	3.8%
6	3322	3.6%

Other Letter

Value	Count	Frequency (%)
경	2	16.7%
영	2	16.7%
지	2	16.7%
원	2	16.7%
매	2	16.7%
각	2	16.7%

Uppercase Letter

Value	Count	Frequency (%)
E	5477	58.8%
B	3045	32.7%
P	362	3.9%
G	242	2.6%
A	194	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	657	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	93104	90.9%
Latin	9320	9.1%
Hangul	12	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26814	28.8%
1	20922	22.5%
9	10142	10.9%
2	9550	10.3%
3	4972	5.3%
5	4780	5.1%
8	4733	5.1%
7	3658	3.9%
4	3550	3.8%
6	3322	3.6%
Other values (3)	661	0.7%

Hangul

Value	Count	Frequency (%)
경	2	16.7%
영	2	16.7%
지	2	16.7%
원	2	16.7%
매	2	16.7%
각	2	16.7%

Latin

Value	Count	Frequency (%)
E	5477	58.8%
B	3045	32.7%
P	362	3.9%
G	242	2.6%
A	194	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102424	> 99.9%
Hangul	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26814	26.2%
1	20922	20.4%
9	10142	9.9%
2	9550	9.3%
E	5477	5.3%
3	4972	4.9%
5	4780	4.7%
8	4733	4.6%
7	3658	3.6%
4	3550	3.5%
Other values (8)	7826	7.6%

Hangul

Value	Count	Frequency (%)
경	2	16.7%
영	2	16.7%
지	2	16.7%
원	2	16.7%
매	2	16.7%
각	2	16.7%

입찰공고차수
Unsupported

MISSING REJECTED UNSUPPORTED

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

참조공고번호
Text

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	9997
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	60
Distinct characters	17
Distinct categories	4 ?
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 (%)	100.0%

Sample

1st row	경기도시공사 공고 제2020-140호
2nd row	경기도시공사 공고 제2020-147호
3rd row	경기도시공사 공고 제2020-128호

Value	Count	Frequency (%)
경기도시공사	3	33.3%
공고	3	33.3%
제2020-140호	1	11.1%
제2020-147호	1	11.1%
제2020-128호	1	11.1%

Most occurring characters

Value	Count	Frequency (%)
2	7	11.7%
0	7	11.7%
공	6	10.0%
	6	10.0%
경	3	5.0%
호	3	5.0%
1	3	5.0%
-	3	5.0%
제	3	5.0%
기	3	5.0%
Other values (7)	16	26.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30	50.0%
Decimal Number	21	35.0%
Space Separator	6	10.0%
Dash Punctuation	3	5.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	6	20.0%
경	3	10.0%
호	3	10.0%
제	3	10.0%
기	3	10.0%
고	3	10.0%
사	3	10.0%
시	3	10.0%
도	3	10.0%

Decimal Number

Value	Count	Frequency (%)
2	7	33.3%
0	7	33.3%
1	3	14.3%
4	2	9.5%
7	1	4.8%
8	1	4.8%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30	50.0%
Hangul	30	50.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	6	20.0%
경	3	10.0%
호	3	10.0%
제	3	10.0%
기	3	10.0%
고	3	10.0%
사	3	10.0%
시	3	10.0%
도	3	10.0%

Common

Value	Count	Frequency (%)
2	7	23.3%
0	7	23.3%
	6	20.0%
1	3	10.0%
-	3	10.0%
4	2	6.7%
7	1	3.3%
8	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30	50.0%
Hangul	30	50.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	7	23.3%
0	7	23.3%
	6	20.0%
1	3	10.0%
-	3	10.0%
4	2	6.7%
7	1	3.3%
8	1	3.3%

Hangul

Value	Count	Frequency (%)
공	6	20.0%
경	3	10.0%
호	3	10.0%
제	3	10.0%
기	3	10.0%
고	3	10.0%
사	3	10.0%
시	3	10.0%
도	3	10.0%

참조공고차수
Unsupported

MISSING REJECTED UNSUPPORTED

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

나라장터공고여부
Boolean

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

True	8001
False	1999

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	8001	80.0%
False	1999	20.0%

입찰공고명
Text

Distinct	8991
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	77
Median length	52
Mean length	27.4718
Min length	9

Characters and Unicode

Total characters	274718
Distinct characters	754
Distinct categories	18 ?
Distinct scripts	4 ?
Distinct blocks	13 ?

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

Unique

Unique	7997 ?
Unique (%)	80.0%

Sample

1st row	북부동 도시계획(중1-17호선)개설 지장공사 감리용역
2nd row	풍천광덕 광덕태양광 99kW PPA 연계공사 감리용역
3rd row	사곡계실 한국국토정보공사 신규 1회선 신설공사 감리용역(공주지사)
4th row	2019년도 부천지사 사옥청소 용역
5th row	소양강댐 가설사무소 철거 건설폐기물 처리용역

Value	Count	Frequency (%)
2019년	1212	2.5%
용역	1049	2.1%
감리용역	826	1.7%
및	764	1.6%
154kv	561	1.1%
제조구매설치	501	1.0%
이설공사	424	0.9%
구매	382	0.8%
설치공사	345	0.7%
지장전주	327	0.7%
Other values (12860)	42674	87.0%

Most occurring characters

Value	Count	Frequency (%)
	39103	14.2%
사	9333	3.4%
공	7308	2.7%
지	6102	2.2%
설	5416	2.0%
용	5259	1.9%
역	4938	1.8%
2	4805	1.7%
1	4628	1.7%
)	4361	1.6%
Other values (744)	183465	66.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	183627	66.8%
Space Separator	39103	14.2%
Decimal Number	21798	7.9%
Uppercase Letter	12885	4.7%
Close Punctuation	4471	1.6%
Open Punctuation	4438	1.6%
Other Punctuation	3884	1.4%
Lowercase Letter	2606	0.9%
Dash Punctuation	1099	0.4%
Math Symbol	313	0.1%
Other values (8)	494	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	9333	5.1%
공	7308	4.0%
지	6102	3.3%
설	5416	2.9%
용	5259	2.9%
역	4938	2.7%
전	4212	2.3%
수	3759	2.0%
리	3398	1.9%
구	3305	1.8%
Other values (638)	130597	71.1%

Uppercase Letter

Value	Count	Frequency (%)
S	2055	15.9%
V	1420	11.0%
L	970	7.5%
C	919	7.1%
M	898	7.0%
T	896	7.0%
E	694	5.4%
D	667	5.2%
A	589	4.6%
P	579	4.5%
Other values (16)	3198	24.8%

Lowercase Letter

Value	Count	Frequency (%)
k	1243	47.7%
r	287	11.0%
e	163	6.3%
a	151	5.8%
t	142	5.4%
w	91	3.5%
o	90	3.5%
m	73	2.8%
n	56	2.1%
i	55	2.1%
Other values (15)	255	9.8%

Decimal Number

Value	Count	Frequency (%)
2	4805	22.0%
1	4628	21.2%
0	4231	19.4%
9	2197	10.1%
5	1607	7.4%
4	1485	6.8%
3	1141	5.2%
8	756	3.5%
6	484	2.2%
7	464	2.1%

Other Punctuation

Value	Count	Frequency (%)
/	1797	46.3%
,	1250	32.2%
.	415	10.7%
'	242	6.2%
·	155	4.0%
*	16	0.4%
?	5	0.1%
&	4	0.1%

Math Symbol

Value	Count	Frequency (%)
~	197	62.9%
∼	86	27.5%
～	14	4.5%
×	9	2.9%
+	3	1.0%
→	2	0.6%
±	1	0.3%
>	1	0.3%

Other Symbol

Value	Count	Frequency (%)
㈜	49	44.5%
㎾	34	30.9%
○	12	10.9%
㎸	11	10.0%
㎡	2	1.8%
㎿	1	0.9%
㎟	1	0.9%

Close Punctuation

Value	Count	Frequency (%)
)	4361	97.5%
]	108	2.4%
」	1	< 0.1%
』	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	4328	97.5%
[	108	2.4%
「	1	< 0.1%
『	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅲ	28	58.3%
Ⅱ	15	31.2%
Ⅰ	5	10.4%

Final Punctuation

Value	Count	Frequency (%)
’	26	89.7%
”	3	10.3%

Modifier Symbol

Value	Count	Frequency (%)
`	17	94.4%
´	1	5.6%

Initial Punctuation

Value	Count	Frequency (%)
‘	12	80.0%
“	3	20.0%

Space Separator

Value	Count	Frequency (%)
	39103	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1099	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	272	100.0%

Other Number

Value	Count	Frequency (%)
②	1	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	183674	66.9%
Common	75504	27.5%
Latin	15538	5.7%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	9333	5.1%
공	7308	4.0%
지	6102	3.3%
설	5416	2.9%
용	5259	2.9%
역	4938	2.7%
전	4212	2.3%
수	3759	2.0%
리	3398	1.9%
구	3305	1.8%
Other values (637)	130644	71.1%

Latin

Value	Count	Frequency (%)
S	2055	13.2%
V	1420	9.1%
k	1243	8.0%
L	970	6.2%
C	919	5.9%
M	898	5.8%
T	896	5.8%
E	694	4.5%
D	667	4.3%
A	589	3.8%
Other values (43)	5187	33.4%

Common

Value	Count	Frequency (%)
	39103	51.8%
2	4805	6.4%
1	4628	6.1%
)	4361	5.8%
(	4328	5.7%
0	4231	5.6%
9	2197	2.9%
/	1797	2.4%
5	1607	2.1%
4	1485	2.0%
Other values (42)	6962	9.2%

Han

Value	Count	Frequency (%)
美	1	50.0%
形	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	183614	66.8%
ASCII	90613	33.0%
None	235	0.1%
Math Operators	86	< 0.1%
CJK Compat	49	< 0.1%
Number Forms	48	< 0.1%
Punctuation	44	< 0.1%
Geometric Shapes	12	< 0.1%
Compat Jamo	11	< 0.1%
Arrows	2	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	39103	43.2%
2	4805	5.3%
1	4628	5.1%
)	4361	4.8%
(	4328	4.8%
0	4231	4.7%
9	2197	2.4%
S	2055	2.3%
/	1797	2.0%
5	1607	1.8%
Other values (67)	21501	23.7%

Hangul

Value	Count	Frequency (%)
사	9333	5.1%
공	7308	4.0%
지	6102	3.3%
설	5416	2.9%
용	5259	2.9%
역	4938	2.7%
전	4212	2.3%
수	3759	2.0%
리	3398	1.9%
구	3305	1.8%
Other values (635)	130584	71.1%

None

Value	Count	Frequency (%)
·	155	66.0%
㈜	49	20.9%
～	14	6.0%
×	9	3.8%
」	1	0.4%
「	1	0.4%
±	1	0.4%
』	1	0.4%
『	1	0.4%
	1	0.4%
Other values (2)	2	0.9%

Math Operators

Value	Count	Frequency (%)
∼	86	100.0%

CJK Compat

Value	Count	Frequency (%)
㎾	34	69.4%
㎸	11	22.4%
㎡	2	4.1%
㎿	1	2.0%
㎟	1	2.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	28	58.3%
Ⅱ	15	31.2%
Ⅰ	5	10.4%

Punctuation

Value	Count	Frequency (%)
’	26	59.1%
‘	12	27.3%
”	3	6.8%
“	3	6.8%

Geometric Shapes

Value	Count	Frequency (%)
○	12	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	11	100.0%

Arrows

Value	Count	Frequency (%)
→	2	100.0%

CJK

Value	Count	Frequency (%)
美	1	50.0%
形	1	50.0%

Letterlike Symbols

Value	Count	Frequency (%)
ℓ	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
②	1	100.0%

입찰공고상태명
Categorical

IMBALANCE

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

일반공고	9158
재입찰공고	575
정정공고	262
긴급공고	3
취소공고	2

Length

Max length	5
Median length	4
Mean length	4.0575
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반공고	9158	91.6%
재입찰공고	575	5.8%
정정공고	262	2.6%
긴급공고	3	< 0.1%
취소공고	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반공고	9158	91.6%
재입찰공고	575	5.8%
정정공고	262	2.6%
긴급공고	3	< 0.1%
취소공고	2	< 0.1%

입찰공고일자
Date

Distinct	621
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-02-15 00:00:00
Maximum	2020-04-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰공고시각
Date

Distinct	223
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-12-13 00:01:00
Maximum	2023-12-13 21:03:00

Histogram

Histogram with fixed size bins (bins=50)

업무구분명
Categorical

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

용역	4550
공사	3805
물품	831
기타	814

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
용역	4550	45.5%
공사	3805	38.0%
물품	831	8.3%
기타	814	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
용역	4550	45.5%
공사	3805	38.0%
물품	831	8.3%
기타	814	8.1%

국제입찰여부
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

N	6278
<NA>	3697
	25

Length

Max length	4
Median length	1
Mean length	2.1091
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	6278	62.8%
<NA>	3697	37.0%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	6278	62.9%
na	3697	37.1%

공동계약여부
Categorical

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

N	5835
<NA>	3697
Y	443
	25

Length

Max length	4
Median length	1
Mean length	2.1091
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	5835	58.4%
<NA>	3697	37.0%
Y	443	4.4%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	5835	58.5%
na	3697	37.1%
y	443	4.4%

공동수급방식명
Categorical

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

공동수급불허	5837
<NA>	3722
분담이행	224
공동이행	145
공동이행+분담이행	72

Length

Max length	9
Median length	6
Mean length	5.2034
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동수급불허	5837	58.4%
<NA>	3722	37.2%
분담이행	224	2.2%
공동이행	145	1.5%
공동이행+분담이행	72	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동수급불허	5837	58.4%
na	3722	37.2%
분담이행	224	2.2%
공동이행	145	1.5%
공동이행+분담이행	72	0.7%

전자입찰여부
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Y	6278
<NA>	3697
	25

Length

Max length	4
Median length	1
Mean length	2.1091
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
Y	6278	62.8%
<NA>	3697	37.0%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	6278	62.9%
na	3697	37.1%

계약체결형태명
Categorical

IMBALANCE

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

총액계약	9921
단가계약	79

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	9921	99.2%
단가계약	79	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
총액계약	9921	99.2%
단가계약	79	0.8%

계약체결방법명
Categorical

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

제한경쟁	6702
일반경쟁	1637
수의계약	1510
지명경쟁	151

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제한경쟁	6702	67.0%
일반경쟁	1637	16.4%
수의계약	1510	15.1%
지명경쟁	151	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제한경쟁	6702	67.0%
일반경쟁	1637	16.4%
수의계약	1510	15.1%
지명경쟁	151	1.5%

낙찰자결정방법명
Categorical

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

적격심사제	4271
<NA>	3725
최저가 낙찰제	1844
협상에 의한 계약	128
종합낙찰제	29

Length

Max length	9
Median length	7
Mean length	5.0481
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
적격심사제	4271	42.7%
<NA>	3725	37.2%
최저가 낙찰제	1844	18.4%
협상에 의한 계약	128	1.3%
종합낙찰제	29	0.3%
종합심사낙찰제	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
적격심사제	4271	35.3%
na	3725	30.8%
최저가	1844	15.2%
낙찰제	1844	15.2%
협상에	128	1.1%
의한	128	1.1%
계약	128	1.1%
종합낙찰제	29	0.2%
종합심사낙찰제	3	< 0.1%

공고기관명
Categorical

IMBALANCE

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

한국전력공사	6275
한국수자원공사	3697
한국산업기술평가관리원	25
경기도시공사	3

Length

Max length	11
Median length	6
Mean length	6.3822
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

공고기관코드
Categorical

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

B410002	6275
<NA>	3725

Length

Max length	7
Median length	7
Mean length	5.8825
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B410002
2nd row	B410002
3rd row	B410002
4th row	B410002
5th row	<NA>

Common Values

Value	Count	Frequency (%)
B410002	6275	62.7%
<NA>	3725	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b410002	6275	62.7%
na	3725	37.2%

공고기관담당자부서명
Categorical

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

<NA>	3725
경기본부	599
대전세종충남본부	499
강원본부	455
광주전남본부	424
Other values (24)	4298

Length

Max length	8
Median length	4
Mean length	4.5537
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	부산울산본부
2nd row	경북본부
3rd row	대전세종충남본부
4th row	인천본부
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3725	37.2%
경기본부	599	6.0%
대전세종충남본부	499	5.0%
강원본부	455	4.5%
광주전남본부	424	4.2%
부산울산본부	407	4.1%
대구본부	384	3.8%
경남본부	382	3.8%
전북본부	341	3.4%
자재처	307	3.1%
Other values (19)	2477	24.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	3725	37.2%
경기본부	599	6.0%
대전세종충남본부	499	5.0%
강원본부	455	4.5%
광주전남본부	424	4.2%
부산울산본부	407	4.1%
대구본부	384	3.8%
경남본부	382	3.8%
전북본부	341	3.4%
자재처	307	3.1%
Other values (19)	2477	24.8%

공고기관담당자명
Text

MISSING

Distinct	104
Distinct (%)	1.7%
Missing	3725
Missing (%)	37.2%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	18825
Distinct characters	104
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	0 ?
Unique (%)	0.0%

Sample

1st row	최윤정
2nd row	권소희
3rd row	김은혜
4th row	강태휘
5th row	김정수

Value	Count	Frequency (%)
권소희	263	4.2%
김정수	251	4.0%
최유림	169	2.7%
윤소영	128	2.0%
권순이	127	2.0%
추여향	125	2.0%
이미숙	120	1.9%
이형기	117	1.9%
지현희	112	1.8%
정희영	109	1.7%
Other values (94)	4754	75.8%

Most occurring characters

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18825	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18825	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18825	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

공고기관담당자전화번호
Categorical

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	3725
031-123-3083	599
042-262-2023	499
033-325-5923	455
062-226-6053	424
Other values (28)	4298

Length

Max length	12
Median length	12
Mean length	8.9512
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	051-160-0453
2nd row	054-485-5023
3rd row	042-262-2023
4th row	032-252-2073
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3725	37.2%
031-123-3083	599	6.0%
042-262-2023	499	5.0%
033-325-5923	455	4.5%
062-226-6053	424	4.2%
051-160-0453	407	4.1%
053-335-5023	384	3.8%
055-571-1723	382	3.8%
063-324-4052	318	3.2%
032-252-2073	296	3.0%
Other values (23)	2511	25.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	3725	37.2%
031-123-3083	599	6.0%
042-262-2023	499	5.0%
033-325-5923	455	4.5%
062-226-6053	424	4.2%
051-160-0453	407	4.1%
053-335-5023	384	3.8%
055-571-1723	382	3.8%
063-324-4052	318	3.2%
032-252-2073	296	3.0%
Other values (23)	2511	25.1%

공고기관담당자이메일주소
Text

MISSING

Distinct	105
Distinct (%)	1.7%
Missing	3725
Missing (%)	37.2%
Memory size	156.2 KiB

Length

Max length	25
Median length	22
Mean length	19.508845
Min length	15

Characters and Unicode

Total characters	122418
Distinct characters	38
Distinct categories	5 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	yunjeong09@kepco.co.kr
2nd row	ksh215@kepco.co.kr
3rd row	eunhye.kim@kepco.co.kr
4th row	this@kepco.co.kr
5th row	woori2385@kepco.co.kr

Value	Count	Frequency (%)
ksh215@kepco.co.kr	263	4.2%
yulim2@kepco.co.kr	169	2.7%
woori2385@kepco.co.kr	145	2.3%
soy.yoon@kepco.co.kr	128	2.0%
soon100@kepco.co.kr	127	2.0%
autumncn@kepco.co.kr	125	2.0%
misook.lee@kepco.co.kr	120	1.9%
hyeonggi.lee@kepco.co.kr	117	1.9%
uxi@kepco.co.kr	112	1.8%
hyj363@kepco.co.kr	109	1.7%
Other values (95)	4860	77.5%

Most occurring characters

Value	Count	Frequency (%)
o	16482	13.5%
k	14660	12.0%
.	14249	11.6%
c	13195	10.8%
e	9209	7.5%
r	7213	5.9%
p	6905	5.6%
@	6275	5.1%
n	3224	2.6%
y	3070	2.5%
Other values (28)	27936	22.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	94086	76.9%
Other Punctuation	20524	16.8%
Decimal Number	7564	6.2%
Connector Punctuation	206	0.2%
Dash Punctuation	38	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	16482	17.5%
k	14660	15.6%
c	13195	14.0%
e	9209	9.8%
r	7213	7.7%
p	6905	7.3%
n	3224	3.4%
y	3070	3.3%
i	2602	2.8%
h	2506	2.7%
Other values (14)	15020	16.0%

Decimal Number

Value	Count	Frequency (%)
1	1509	19.9%
2	1347	17.8%
0	1070	14.1%
3	751	9.9%
7	601	7.9%
5	529	7.0%
6	521	6.9%
9	465	6.1%
4	420	5.6%
8	351	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	14249	69.4%
@	6275	30.6%

Connector Punctuation

Value	Count	Frequency (%)
_	206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	94086	76.9%
Common	28332	23.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	16482	17.5%
k	14660	15.6%
c	13195	14.0%
e	9209	9.8%
r	7213	7.7%
p	6905	7.3%
n	3224	3.4%
y	3070	3.3%
i	2602	2.8%
h	2506	2.7%
Other values (14)	15020	16.0%

Common

Value	Count	Frequency (%)
.	14249	50.3%
@	6275	22.1%
1	1509	5.3%
2	1347	4.8%
0	1070	3.8%
3	751	2.7%
7	601	2.1%
5	529	1.9%
6	521	1.8%
9	465	1.6%
Other values (4)	1015	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122418	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	16482	13.5%
k	14660	12.0%
.	14249	11.6%
c	13195	10.8%
e	9209	7.5%
r	7213	5.9%
p	6905	5.6%
@	6275	5.1%
n	3224	2.6%
y	3070	2.5%
Other values (28)	27936	22.8%

수요기관명
Categorical

IMBALANCE

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

한국전력공사	6275
한국수자원공사	3697
한국산업기술평가관리원	25
경기도시공사	3

Length

Max length	11
Median length	6
Mean length	6.3822
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

수요기관코드
Categorical

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

B410002	6275
<NA>	3725

Length

Max length	7
Median length	7
Mean length	5.8825
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B410002
2nd row	B410002
3rd row	B410002
4th row	B410002
5th row	<NA>

Common Values

Value	Count	Frequency (%)
B410002	6275	62.7%
<NA>	3725	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b410002	6275	62.7%
na	3725	37.2%

수요기관담당자부서명
Categorical

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

<NA>	3725
경기본부	599
대전세종충남본부	499
강원본부	455
광주전남본부	424
Other values (24)	4298

Length

Max length	8
Median length	4
Mean length	4.5537
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	부산울산본부
2nd row	경북본부
3rd row	대전세종충남본부
4th row	인천본부
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3725	37.2%
경기본부	599	6.0%
대전세종충남본부	499	5.0%
강원본부	455	4.5%
광주전남본부	424	4.2%
부산울산본부	407	4.1%
대구본부	384	3.8%
경남본부	382	3.8%
전북본부	341	3.4%
자재처	307	3.1%
Other values (19)	2477	24.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	3725	37.2%
경기본부	599	6.0%
대전세종충남본부	499	5.0%
강원본부	455	4.5%
광주전남본부	424	4.2%
부산울산본부	407	4.1%
대구본부	384	3.8%
경남본부	382	3.8%
전북본부	341	3.4%
자재처	307	3.1%
Other values (19)	2477	24.8%

수요기관담당자명
Text

MISSING

Distinct	104
Distinct (%)	1.7%
Missing	3725
Missing (%)	37.2%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	18825
Distinct characters	104
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	0 ?
Unique (%)	0.0%

Sample

1st row	최윤정
2nd row	권소희
3rd row	김은혜
4th row	강태휘
5th row	김정수

Value	Count	Frequency (%)
권소희	263	4.2%
김정수	251	4.0%
최유림	169	2.7%
윤소영	128	2.0%
권순이	127	2.0%
추여향	125	2.0%
이미숙	120	1.9%
이형기	117	1.9%
지현희	112	1.8%
정희영	109	1.7%
Other values (94)	4754	75.8%

Most occurring characters

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18825	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18825	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18825	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	1263	6.7%
정	1087	5.8%
영	847	4.5%
희	834	4.4%
이	804	4.3%
유	588	3.1%
박	563	3.0%
수	519	2.8%
최	488	2.6%
현	440	2.3%
Other values (94)	11392	60.5%

수요기관담당자전화번호
Categorical

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	3725
031-123-3083	599
042-262-2023	499
033-325-5923	455
062-226-6053	424
Other values (28)	4298

Length

Max length	12
Median length	12
Mean length	8.9512
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	051-160-0453
2nd row	054-485-5023
3rd row	042-262-2023
4th row	032-252-2073
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3725	37.2%
031-123-3083	599	6.0%
042-262-2023	499	5.0%
033-325-5923	455	4.5%
062-226-6053	424	4.2%
051-160-0453	407	4.1%
053-335-5023	384	3.8%
055-571-1723	382	3.8%
063-324-4052	318	3.2%
032-252-2073	296	3.0%
Other values (23)	2511	25.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	3725	37.2%
031-123-3083	599	6.0%
042-262-2023	499	5.0%
033-325-5923	455	4.5%
062-226-6053	424	4.2%
051-160-0453	407	4.1%
053-335-5023	384	3.8%
055-571-1723	382	3.8%
063-324-4052	318	3.2%
032-252-2073	296	3.0%
Other values (23)	2511	25.1%

수요기관담당자이메일주소
Text

MISSING

Distinct	105
Distinct (%)	1.7%
Missing	3725
Missing (%)	37.2%
Memory size	156.2 KiB

Length

Max length	25
Median length	22
Mean length	19.508845
Min length	15

Characters and Unicode

Total characters	122418
Distinct characters	38
Distinct categories	5 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	yunjeong09@kepco.co.kr
2nd row	ksh215@kepco.co.kr
3rd row	eunhye.kim@kepco.co.kr
4th row	this@kepco.co.kr
5th row	woori2385@kepco.co.kr

Value	Count	Frequency (%)
ksh215@kepco.co.kr	263	4.2%
yulim2@kepco.co.kr	169	2.7%
woori2385@kepco.co.kr	145	2.3%
soy.yoon@kepco.co.kr	128	2.0%
soon100@kepco.co.kr	127	2.0%
autumncn@kepco.co.kr	125	2.0%
misook.lee@kepco.co.kr	120	1.9%
hyeonggi.lee@kepco.co.kr	117	1.9%
uxi@kepco.co.kr	112	1.8%
hyj363@kepco.co.kr	109	1.7%
Other values (95)	4860	77.5%

Most occurring characters

Value	Count	Frequency (%)
o	16482	13.5%
k	14660	12.0%
.	14249	11.6%
c	13195	10.8%
e	9209	7.5%
r	7213	5.9%
p	6905	5.6%
@	6275	5.1%
n	3224	2.6%
y	3070	2.5%
Other values (28)	27936	22.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	94086	76.9%
Other Punctuation	20524	16.8%
Decimal Number	7564	6.2%
Connector Punctuation	206	0.2%
Dash Punctuation	38	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	16482	17.5%
k	14660	15.6%
c	13195	14.0%
e	9209	9.8%
r	7213	7.7%
p	6905	7.3%
n	3224	3.4%
y	3070	3.3%
i	2602	2.8%
h	2506	2.7%
Other values (14)	15020	16.0%

Decimal Number

Value	Count	Frequency (%)
1	1509	19.9%
2	1347	17.8%
0	1070	14.1%
3	751	9.9%
7	601	7.9%
5	529	7.0%
6	521	6.9%
9	465	6.1%
4	420	5.6%
8	351	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	14249	69.4%
@	6275	30.6%

Connector Punctuation

Value	Count	Frequency (%)
_	206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	94086	76.9%
Common	28332	23.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	16482	17.5%
k	14660	15.6%
c	13195	14.0%
e	9209	9.8%
r	7213	7.7%
p	6905	7.3%
n	3224	3.4%
y	3070	3.3%
i	2602	2.8%
h	2506	2.7%
Other values (14)	15020	16.0%

Common

Value	Count	Frequency (%)
.	14249	50.3%
@	6275	22.1%
1	1509	5.3%
2	1347	4.8%
0	1070	3.8%
3	751	2.7%
7	601	2.1%
5	529	1.9%
6	521	1.8%
9	465	1.6%
Other values (4)	1015	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122418	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	16482	13.5%
k	14660	12.0%
.	14249	11.6%
c	13195	10.8%
e	9209	7.5%
r	7213	5.9%
p	6905	5.6%
@	6275	5.1%
n	3224	2.6%
y	3070	2.5%
Other values (28)	27936	22.8%

설명회실시여부
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

N	5839
<NA>	4136
	25

Length

Max length	4
Median length	1
Mean length	2.2408
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	5839	58.4%
<NA>	4136	41.4%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	5839	58.5%
na	4136	41.5%

설명회실시일자
Date

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9998
Missing (%)	> 99.9%
Memory size	156.2 KiB

Minimum	2019-04-26 00:00:00
Maximum	2019-10-11 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

설명회실시시각
Date

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9998
Missing (%)	> 99.9%
Memory size	156.2 KiB

Minimum	2023-12-13 00:04:00
Maximum	2023-12-13 14:10:00

Histogram

Histogram with fixed size bins (bins=2)

설명회실시장소
Text

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	9998
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	14
Median length	10
Mean length	10
Min length	6

Characters and Unicode

Total characters	20
Distinct characters	12
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	2 ?
Unique (%)	100.0%

Sample

1st row	공고문 및 제안요청서 참조
2nd row	공고문 참조

Value	Count	Frequency (%)
공고문	2	33.3%
참조	2	33.3%
및	1	16.7%
제안요청서	1	16.7%

Most occurring characters

Value	Count	Frequency (%)
	4	20.0%
공	2	10.0%
고	2	10.0%
문	2	10.0%
참	2	10.0%
조	2	10.0%
및	1	5.0%
제	1	5.0%
안	1	5.0%
요	1	5.0%
Other values (2)	2	10.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	80.0%
Space Separator	4	20.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	2	12.5%
고	2	12.5%
문	2	12.5%
참	2	12.5%
조	2	12.5%
및	1	6.2%
제	1	6.2%
안	1	6.2%
요	1	6.2%
청	1	6.2%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16	80.0%
Common	4	20.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	2	12.5%
고	2	12.5%
문	2	12.5%
참	2	12.5%
조	2	12.5%
및	1	6.2%
제	1	6.2%
안	1	6.2%
요	1	6.2%
청	1	6.2%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16	80.0%
ASCII	4	20.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4	100.0%

Hangul

Value	Count	Frequency (%)
공	2	12.5%
고	2	12.5%
문	2	12.5%
참	2	12.5%
조	2	12.5%
및	1	6.2%
제	1	6.2%
안	1	6.2%
요	1	6.2%
청	1	6.2%

입찰참가자격등록마감일자
Date

Distinct	662
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-02-28 00:00:00
Maximum	2020-04-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰참가자격등록마감시각
Date

Distinct	153
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-12-13 08:00:00
Maximum	2023-12-13 23:59:00

Histogram

Histogram with fixed size bins (bins=50)

공동수급협정마감일자
Date

MISSING

Distinct	268
Distinct (%)	4.7%
Missing	4281
Missing (%)	42.8%
Memory size	156.2 KiB

Minimum	2019-01-08 00:00:00
Maximum	2020-02-17 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

공동수급협정마감시각
Categorical

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	4281
18:01	776
18:04	691
18:03	683
18:02	562
Other values (28)	3007

Length

Max length	5
Median length	5
Mean length	4.5719
Min length	4

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	18:05
2nd row	18:06
3rd row	18:11
4th row	18:02
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4281	42.8%
18:01	776	7.8%
18:04	691	6.9%
18:03	683	6.8%
18:02	562	5.6%
18:07	521	5.2%
18:05	480	4.8%
18:11	321	3.2%
18:06	316	3.2%
18:10	296	3.0%
Other values (23)	1073	10.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4281	42.8%
18:01	776	7.8%
18:04	691	6.9%
18:03	683	6.8%
18:02	562	5.6%
18:07	521	5.2%
18:05	480	4.8%
18:11	321	3.2%
18:06	316	3.2%
18:10	296	3.0%
Other values (23)	1073	10.7%

입찰개시일자
Date

Distinct	659
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-02-26 00:00:00
Maximum	2020-04-24 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰개시시각
Date

Distinct	210
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-12-13 00:01:00
Maximum	2023-12-13 21:03:00

Histogram

Histogram with fixed size bins (bins=50)

입찰마감일자
Date

Distinct	647
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-02-28 00:00:00
Maximum	2020-04-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰마감시각
Date

Distinct	155
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-12-13 08:00:00
Maximum	2023-12-13 21:12:00

Histogram

Histogram with fixed size bins (bins=50)

개찰일자
Date

Distinct	644
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-02-28 00:00:00
Maximum	2020-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

개찰시각
Date

Distinct	187
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-12-13 08:01:00
Maximum	2023-12-13 21:12:00

Histogram

Histogram with fixed size bins (bins=50)

개찰장소
Categorical

IMBALANCE

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

한전 전자조달시스템	6275
본사 전자구매입찰 홈페이지	3697
국가종합전자조달시스템(나라장터)	27
한국산업기술평가관리원 본원 5층 경영지원팀	1

Length

Max length	23
Median length	10
Mean length	11.499
Min length	10

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	한전 전자조달시스템
2nd row	한전 전자조달시스템
3rd row	한전 전자조달시스템
4th row	한전 전자조달시스템
5th row	본사 전자구매입찰 홈페이지

Common Values

Value	Count	Frequency (%)
한전 전자조달시스템	6275	62.7%
본사 전자구매입찰 홈페이지	3697	37.0%
국가종합전자조달시스템(나라장터)	27	0.3%
한국산업기술평가관리원 본원 5층 경영지원팀	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한전	6275	26.5%
전자조달시스템	6275	26.5%
본사	3697	15.6%
전자구매입찰	3697	15.6%
홈페이지	3697	15.6%
국가종합전자조달시스템(나라장터	27	0.1%
한국산업기술평가관리원	1	< 0.1%
본원	1	< 0.1%
5층	1	< 0.1%
경영지원팀	1	< 0.1%

배정예산금액(설계금액)
Real number (ℝ)

MISSING SKEWED

Distinct	4645
Distinct (%)	74.0%
Missing	3725
Missing (%)	37.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.2993152 × 10⁸

Minimum	914
Maximum	4.18 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	914
5-th percentile	15892402
Q1	30317153
median	69364038
Q3	1.9374985 × 10⁸
95-th percentile	1.1669337 × 10⁹
Maximum	4.18 × 10¹¹
Range	4.18 × 10¹¹
Interquartile range (IQR)	1.634327 × 10⁸

Descriptive statistics

Standard deviation	5.7689074 × 10⁹
Coefficient of variation (CV)	13.418201
Kurtosis	4395.8828
Mean	4.2993152 × 10⁸
Median Absolute Deviation (MAD)	46178238
Skewness	62.086078
Sum	2.6978203 × 10¹²
Variance	3.3280293 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24240045	76	0.8%
24240046	62	0.6%
27472052	54	0.5%
29088052	47	0.5%
22624039	41	0.4%
25856047	32	0.3%
22624040	31	0.3%
32320061	24	0.2%
45248083	23	0.2%
30704054	19	0.2%
Other values (4635)	5866	58.7%
(Missing)	3725	37.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
914	2	< 0.1%
942	1	< 0.1%
1380	1	< 0.1%
1444	2	< 0.1%
2200	1	< 0.1%
6866	1	< 0.1%
13244	2	< 0.1%
21010	1	< 0.1%
30635	2	< 0.1%
42185	1	< 0.1%

Value	Count	Frequency (%)
418000000000	1	< 0.1%
89796834535	1	< 0.1%
72493748218	1	< 0.1%
65201315300	1	< 0.1%
58702308610	1	< 0.1%
52296725800	1	< 0.1%
40822400969	1	< 0.1%
37540433515	1	< 0.1%
32904707370	2	< 0.1%
26290550000	1	< 0.1%

추정가격
Real number (ℝ)

MISSING SKEWED

Distinct	4349
Distinct (%)	72.6%
Missing	4006
Missing (%)	40.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.7903579 × 10⁸

Minimum	0
Maximum	4.7542478 × 10¹⁰
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	14308400
Q1	27425426
median	62042755
Q3	1.7618894 × 10⁸
95-th percentile	1.0613224 × 10⁹
Maximum	4.7542478 × 10¹⁰
Range	4.7542478 × 10¹⁰
Interquartile range (IQR)	1.4876351 × 10⁸

Descriptive statistics

Standard deviation	1.1897424 × 10⁹
Coefficient of variation (CV)	4.2637629
Kurtosis	616.9282
Mean	2.7903579 × 10⁸
Median Absolute Deviation (MAD)	41109428
Skewness	20.62301
Sum	1.6725405 × 10¹²
Variance	1.4154871 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22036405.0	140	1.4%
20567309.0	72	0.7%
24974593.0	55	0.5%
26443684.0	50	0.5%
23505498.0	49	0.5%
27912777.0	30	0.3%
41134621.0	24	0.2%
29381874.0	24	0.2%
36727343.0	21	0.2%
35258249.0	20	0.2%
Other values (4339)	5509	55.1%
(Missing)	4006	40.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	< 0.1%
6242.0	1	< 0.1%
6350.0	2	< 0.1%
9510.0	1	< 0.1%
35155.0	3	< 0.1%
62361.0	2	< 0.1%
62722.0	1	< 0.1%
66516.0	1	< 0.1%
80000.0	1	< 0.1%
97000.0	2	< 0.1%

Value	Count	Frequency (%)
47542478000.0	1	< 0.1%
29913370336.0	2	< 0.1%
23900500000.0	1	< 0.1%
23476540000.0	1	< 0.1%
21038480000.0	1	< 0.1%
10877050000.0	1	< 0.1%
10558190000.0	1	< 0.1%
9974491680.0	1	< 0.1%
9603300000.0	1	< 0.1%
9468056342.0	2	< 0.1%

예정가격결정방법명
Categorical

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

복수예가	6275
<NA>	3725

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
복수예가	6275	62.7%
<NA>	3725	37.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
복수예가	6275	62.7%
na	3725	37.2%

지역제한여부
Categorical

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

<NA>	4136
Y	3488
N	2351
	25

Length

Max length	4
Median length	1
Mean length	2.2408
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4136	41.4%
Y	3488	34.9%
N	2351	23.5%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4136	41.5%
y	3488	35.0%
n	2351	23.6%

참가가능지역명
Categorical

IMBALANCE

Distinct	40
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6528
경기	632
서울	306
경북	304
경남	296
Other values (35)	1934

Length

Max length	11
Median length	4
Mean length	3.3638
Min length	2

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6528	65.3%
경기	632	6.3%
서울	306	3.1%
경북	304	3.0%
경남	296	3.0%
강원	283	2.8%
전남	266	2.7%
충남	251	2.5%
전북	237	2.4%
충북	190	1.9%
Other values (30)	707	7.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6528	65.3%
경기	632	6.3%
서울	306	3.1%
경북	304	3.0%
경남	296	3.0%
강원	283	2.8%
전남	266	2.7%
충남	251	2.5%
전북	237	2.4%
충북	190	1.9%
Other values (30)	707	7.1%

업종제한여부
Categorical

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

Y	5402
<NA>	4136
N	437
	25

Length

Max length	4
Median length	1
Mean length	2.2408
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
Y	5402	54.0%
<NA>	4136	41.4%
N	437	4.4%
	25	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	5402	54.2%
na	4136	41.5%
n	437	4.4%

투찰가능업종명
Text

MISSING

Distinct	195
Distinct (%)	3.6%
Missing	4644
Missing (%)	46.4%
Memory size	156.2 KiB

Length

Max length	173
Median length	131
Mean length	12.209485
Min length	3

Characters and Unicode

Total characters	65394
Distinct characters	199
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	68 ?
Unique (%)	1.3%

Sample

1st row	감리업(전력전문감리)
2nd row	감리업(전력전문감리)
3rd row	감리업(전력전문감리)
4th row	건물위생관리업
5th row	전기공사업

Value	Count	Frequency (%)
전기공사업	1834	33.3%
감리업(전력전문감리	1108	20.1%
엔지니어링사업(전기설비	369	6.7%
비파괴검사업	176	3.2%
포장공사업	171	3.1%
정보통신공사업	153	2.8%
감리업(전력종합감리	118	2.1%
건물위생관리업	87	1.6%
측량업(기타-수치지도제작업),측량업(기타-지하시설물측량업),측량업(측지측량업	87	1.6%
전기공사업,조경식재공사업	78	1.4%
Other values (209)	1330	24.1%

Most occurring characters

Value	Count	Frequency (%)
업	7451	11.4%
전	5428	8.3%
사	4128	6.3%
기	3914	6.0%
)	3512	5.4%
(	3512	5.4%
공	3261	5.0%
리	3073	4.7%
감	2664	4.1%
측	1668	2.6%
Other values (189)	26783	41.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	55670	85.1%
Close Punctuation	3512	5.4%
Open Punctuation	3512	5.4%
Other Punctuation	1811	2.8%
Dash Punctuation	596	0.9%
Space Separator	155	0.2%
Decimal Number	138	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	7451	13.4%
전	5428	9.8%
사	4128	7.4%
기	3914	7.0%
공	3261	5.9%
리	3073	5.5%
감	2664	4.8%
측	1668	3.0%
설	1536	2.8%
지	1534	2.8%
Other values (180)	21013	37.7%

Other Punctuation

Value	Count	Frequency (%)
,	1643	90.7%
.	153	8.4%
·	15	0.8%

Decimal Number

Value	Count	Frequency (%)
1	134	97.1%
2	4	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	3512	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3512	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	596	100.0%

Space Separator

Value	Count	Frequency (%)
	155	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	55670	85.1%
Common	9724	14.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	7451	13.4%
전	5428	9.8%
사	4128	7.4%
기	3914	7.0%
공	3261	5.9%
리	3073	5.5%
감	2664	4.8%
측	1668	3.0%
설	1536	2.8%
지	1534	2.8%
Other values (180)	21013	37.7%

Common

Value	Count	Frequency (%)
)	3512	36.1%
(	3512	36.1%
,	1643	16.9%
-	596	6.1%
	155	1.6%
.	153	1.6%
1	134	1.4%
·	15	0.2%
2	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	55670	85.1%
ASCII	9709	14.8%
None	15	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	7451	13.4%
전	5428	9.8%
사	4128	7.4%
기	3914	7.0%
공	3261	5.9%
리	3073	5.5%
감	2664	4.8%
측	1668	3.0%
설	1536	2.8%
지	1534	2.8%
Other values (180)	21013	37.7%

ASCII

Value	Count	Frequency (%)
)	3512	36.2%
(	3512	36.2%
,	1643	16.9%
-	596	6.1%
	155	1.6%
.	153	1.6%
1	134	1.4%
2	4	< 0.1%

None

Value	Count	Frequency (%)
·	15	100.0%

입찰공고URL
Unsupported

MISSING REJECTED UNSUPPORTED

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

데이터기준일자
Categorical

IMBALANCE

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

2020-02-27	6275
2020-03-18	3697
2018-01-01	25
2020-04-03	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-02-27
2nd row	2020-02-27
3rd row	2020-02-27
4th row	2020-02-27
5th row	2020-03-18

Common Values

Value	Count	Frequency (%)
2020-02-27	6275	62.7%
2020-03-18	3697	37.0%
2018-01-01	25	0.2%
2020-04-03	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-02-27	6275	62.7%
2020-03-18	3697	37.0%
2018-01-01	25	0.2%
2020-04-03	3	< 0.1%

제공기관코드
Categorical

IMBALANCE

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

B410002	6275
B500001	3697
B552534	25
B552003	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B410002
2nd row	B410002
3rd row	B410002
4th row	B410002
5th row	B500001

Common Values

Value	Count	Frequency (%)
B410002	6275	62.7%
B500001	3697	37.0%
B552534	25	0.2%
B552003	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b410002	6275	62.7%
b500001	3697	37.0%
b552534	25	0.2%
b552003	3	< 0.1%

제공기관명
Categorical

IMBALANCE

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

한국전력공사	6275
한국수자원공사	3697
한국산업기술평가관리원	25
경기도시공사	3

Length

Max length	11
Median length	6
Mean length	6.3822
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
한국전력공사	6275	62.7%
한국수자원공사	3697	37.0%
한국산업기술평가관리원	25	0.2%
경기도시공사	3	< 0.1%

First rows
Last rows

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	입찰공고시각	업무구분명	국제입찰여부	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	공고기관담당자전화번호	공고기관담당자이메일주소	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	수요기관담당자전화번호	수요기관담당자이메일주소	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	공동수급협정마감일자	공동수급협정마감시각	입찰개시일자	입찰개시시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	배정예산금액(설계금액)	추정가격	예정가격결정방법명	지역제한여부	참가가능지역명	업종제한여부	투찰가능업종명	입찰공고URL	데이터기준일자	제공기관코드	제공기관명
23555	E011903703	<NA>	<NA>	<NA>	Y	북부동 도시계획(중1-17호선)개설 지장공사 감리용역	일반공고	2019-05-15	17:05	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	부산울산본부	최윤정	051-160-0453	yunjeong09@kepco.co.kr	한국전력공사	B410002	부산울산본부	최윤정	051-160-0453	yunjeong09@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-05-22	18:05	2019-05-22	18:05	2019-05-15	17:05	2019-05-23	10:05	2019-05-23	11:05	한전 전자조달시스템	27472052	24974593.0	복수예가	Y	경남	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
22582	E011904631	<NA>	<NA>	<NA>	Y	풍천광덕 광덕태양광 99kW PPA 연계공사 감리용역	일반공고	2019-06-18	14:06	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	경북본부	권소희	054-485-5023	ksh215@kepco.co.kr	한국전력공사	B410002	경북본부	권소희	054-485-5023	ksh215@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-06-25	18:06	2019-06-25	18:06	2019-06-18	14:06	2019-06-26	14:06	2019-06-26	15:06	한전 전자조달시스템	22624039	20567309.0	복수예가	Y	경북	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
18412	E011908627	<NA>	<NA>	<NA>	Y	사곡계실 한국국토정보공사 신규 1회선 신설공사 감리용역(공주지사)	일반공고	2019-11-19	17:11	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	대전세종충남본부	김은혜	042-262-2023	eunhye.kim@kepco.co.kr	한국전력공사	B410002	대전세종충남본부	김은혜	042-262-2023	eunhye.kim@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-11-26	18:11	2019-11-26	18:11	2019-11-19	17:11	2019-11-27	10:11	2019-11-27	11:11	한전 전자조달시스템	179376355	163069414.0	복수예가	N	<NA>	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
22008	E011900985	<NA>	<NA>	<NA>	Y	2019년도 부천지사 사옥청소 용역	일반공고	2019-02-13	14:02	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	인천본부	강태휘	032-252-2073	this@kepco.co.kr	한국전력공사	B410002	인천본부	강태휘	032-252-2073	this@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-02-20	18:02	2019-02-20	18:02	2019-02-13	14:02	2019-02-21	10:02	2019-02-21	11:02	한전 전자조달시스템	94903876	86276251.0	복수예가	Y	경기	Y	건물위생관리업	<NA>	2020-02-27	B410002	한국전력공사
7133	2017-2788	<NA>	<NA>	<NA>	N	소양강댐 가설사무소 철거 건설폐기물 처리용역	일반공고	2017-09-28	15:00	용역	<NA>	<NA>	<NA>	<NA>	총액계약	수의계약	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017-09-28	18:00	<NA>	<NA>	2017-09-28	15:00	2017-09-28	18:00	2017-09-28	15:00	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사
23497	E011903476	<NA>	<NA>	<NA>	Y	고창S/S 흥농D/L 계통보강공사	일반공고	2019-05-07	16:05	공사	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	전북본부	김정수	063-324-4052	woori2385@kepco.co.kr	한국전력공사	B410002	전북본부	김정수	063-324-4052	woori2385@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-05-14	18:05	2019-05-14	18:05	2019-05-07	16:05	2019-05-15	10:05	2019-05-15	11:05	한전 전자조달시스템	927982158	849409112.0	복수예가	Y	전북	Y	전기공사업	<NA>	2020-02-27	B410002	한국전력공사
15887	P011900310	<NA>	<NA>	<NA>	N	유찰수의공고_전력그룹사 내부회계관리제도 재구축	재입찰공고	2019-08-02	00:08	용역	N	Y	분담이행	Y	총액계약	수의계약	협상에 의한 계약	한국전력공사	B410002	자재처	양효석	061-134-4544	didgytjr7@kepco.co.kr	한국전력공사	B410002	자재처	양효석	061-134-4544	didgytjr7@kepco.co.kr	N	<NA>	<NA>	공고문 및 제안요청서 참조	2019-08-06	15:08	<NA>	<NA>	2019-08-02	11:08	2019-08-06	15:08	2019-08-06	15:08	한전 전자조달시스템	4986300000	4533000000.0	복수예가	N	<NA>	N	<NA>	<NA>	2020-02-27	B410002	한국전력공사
21741	E011903003	<NA>	<NA>	<NA>	Y	상동대사택 환경개선공사	일반공고	2019-04-18	16:04	공사	N	N	공동수급불허	Y	총액계약	제한경쟁	최저가 낙찰제	한국전력공사	B410002	제주본부	유성래	064-474-4033	step21cc@kepco.co.kr	한국전력공사	B410002	제주본부	유성래	064-474-4033	step21cc@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-04-23	18:04	2019-04-23	18:04	2019-04-18	16:04	2019-04-24	10:04	2019-04-24	11:04	한전 전자조달시스템	20242200	18402000.0	복수예가	Y	제주	Y	도장공사업	<NA>	2020-02-27	B410002	한국전력공사
22953	E011905197	<NA>	<NA>	<NA>	Y	남창E/C 하현D/L 신재생연계 회선신설공사 감리용역 (해남지사)	일반공고	2019-07-10	16:07	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	광주전남본부	최유림	062-226-6053	yulim2@kepco.co.kr	한국전력공사	B410002	광주전남본부	최유림	062-226-6053	yulim2@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-07-17	18:07	2019-07-17	18:07	2019-07-10	16:07	2019-07-18	10:07	2019-07-18	11:07	한전 전자조달시스템	105040203	95491094.0	복수예가	Y	전남	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
11753	B5201801636	<NA>	<NA>	<NA>	Y	광역상수도 및 공업용수도 수도정비기본계획 수립방향 설정 및 기초조사	일반공고	2018-08-13	09:00	용역	<NA>	<NA>	<NA>	<NA>	총액계약	제한경쟁	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018-09-17	10:00	<NA>	<NA>	2018-09-12	15:00	2018-09-17	10:00	2018-09-17	11:05	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	입찰공고시각	업무구분명	국제입찰여부	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	공고기관담당자전화번호	공고기관담당자이메일주소	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	수요기관담당자전화번호	수요기관담당자이메일주소	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	공동수급협정마감일자	공동수급협정마감시각	입찰개시일자	입찰개시시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	배정예산금액(설계금액)	추정가격	예정가격결정방법명	지역제한여부	참가가능지역명	업종제한여부	투찰가능업종명	입찰공고URL	데이터기준일자	제공기관코드	제공기관명
10370	B5201902327	<NA>	<NA>	<NA>	N	연천포천권지사 소방안전관리 대행용역	일반공고	2019-07-25	09:00	용역	<NA>	<NA>	<NA>	<NA>	총액계약	수의계약	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019-07-29	14:00	<NA>	<NA>	2019-07-25	10:00	2019-07-29	14:00	2019-07-25	10:00	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사
1379	E011900483	<NA>	<NA>	<NA>	Y	2019년 지중케이블 VLF진단(전북본부_1차) 용역	일반공고	2019-01-22	17:01	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	전북본부	이형기	063-324-4052	hyeonggi.lee@kepco.co.kr	한국전력공사	B410002	전북본부	이형기	063-324-4052	hyeonggi.lee@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-01-29	18:01	2019-01-29	18:01	2019-01-22	17:01	2019-01-30	10:01	2019-01-30	11:01	한전 전자조달시스템	48071622	43701475.0	복수예가	N	<NA>	Y	엔지니어링사업(전기설비)	<NA>	2020-02-27	B410002	한국전력공사
7569	B1201903585	<NA>	<NA>	<NA>	N	사회안전망 서비스 무선통신센서 구매	일반공고	2019-11-05	10:00	물품	<NA>	<NA>	<NA>	<NA>	총액계약	수의계약	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019-11-07	14:00	<NA>	<NA>	2019-11-05	10:00	2019-11-07	14:00	2019-11-05	10:00	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사
18076	E011908258	<NA>	<NA>	<NA>	Y	여의공동구내 비난연케이블 교체공사(2차)[지중설비부]	일반공고	2019-11-11	17:11	공사	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	남서울본부	이동건	02-278-8784	dg.lee@kepco.co.kr	한국전력공사	B410002	남서울본부	이동건	02-278-8784	dg.lee@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-11-18	18:11	2019-11-18	18:11	2019-11-11	17:11	2019-11-19	13:11	2019-11-19	14:11	한전 전자조달시스템	347925384	316295804.0	복수예가	Y	서울	Y	전기공사업	<NA>	2020-02-27	B410002	한국전력공사
4604	E011904273	<NA>	<NA>	<NA>	Y	동천간97~115호간 지중화공사(서용인)	일반공고	2019-06-04	14:06	공사	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	경기본부	김영규	031-123-3083	ygk@kepco.co.kr	한국전력공사	B410002	경기본부	김영규	031-123-3083	ygk@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-06-12	18:06	2019-06-12	18:06	2019-06-04	14:06	2019-06-13	14:06	2019-06-13	15:06	한전 전자조달시스템	295226870	268388064.0	복수예가	Y	경기	Y	전기공사업	<NA>	2020-02-27	B410002	한국전력공사
12589	B5201802327	<NA>	<NA>	<NA>	Y	댐주변지역 농특산품 직거래 장터 대행용역	일반공고	2018-10-24	13:40	용역	<NA>	<NA>	<NA>	<NA>	총액계약	일반경쟁	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018-10-30	10:00	<NA>	<NA>	2018-10-24	13:40	2018-10-30	10:00	2018-10-30	11:10	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사
17853	E011907963	<NA>	<NA>	<NA>	Y	임학전력구 용마D/L 비난연케이블 교체공사 감리용역	일반공고	2019-10-29	17:10	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	인천본부	오보민	032-252-2073	bomin.oh@kepco.co.kr	한국전력공사	B410002	인천본부	오보민	032-252-2073	bomin.oh@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-11-05	18:11	2019-11-05	18:11	2019-10-29	17:10	2019-11-06	14:11	2019-11-06	15:11	한전 전자조달시스템	25856047	23505498.0	복수예가	Y	인천	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
6795	B5201902705	<NA>	<NA>	<NA>	Y	대하천 노출지 식생천이 모델개발 연구	일반공고	2019-08-23	15:00	용역	<NA>	<NA>	<NA>	<NA>	총액계약	제한경쟁	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019-09-02	17:00	<NA>	<NA>	2019-08-28	09:30	2019-09-02	17:30	2019-09-03	10:30	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사
15769	E011905512	<NA>	<NA>	<NA>	Y	동영월S/S 조동D/L 신재생 연계 보강공사 감리용역	일반공고	2019-07-24	17:07	용역	N	N	공동수급불허	Y	총액계약	제한경쟁	적격심사제	한국전력공사	B410002	강원본부	이미숙	033-325-5923	misook.lee@kepco.co.kr	한국전력공사	B410002	강원본부	이미숙	033-325-5923	misook.lee@kepco.co.kr	N	<NA>	<NA>	<NA>	2019-07-31	18:07	2019-07-31	18:07	2019-07-24	17:07	2019-08-01	10:08	2019-08-01	11:08	한전 전자조달시스템	113120219	102836563.0	복수예가	N	<NA>	Y	감리업(전력전문감리)	<NA>	2020-02-27	B410002	한국전력공사
14582	B5201800751	<NA>	<NA>	<NA>	Y	감포풍력 발전설비 점검정비용역	일반공고	2018-05-30	11:30	용역	<NA>	<NA>	<NA>	<NA>	총액계약	제한경쟁	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018-06-07	10:00	<NA>	<NA>	2018-05-30	14:00	2018-06-07	10:00	2018-06-07	11:00	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사

Most frequently occurring

	입찰공고번호	참조공고번호	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	입찰공고시각	업무구분명	국제입찰여부	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	공고기관담당자전화번호	공고기관담당자이메일주소	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	수요기관담당자전화번호	수요기관담당자이메일주소	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	공동수급협정마감일자	공동수급협정마감시각	입찰개시일자	입찰개시시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	배정예산금액(설계금액)	추정가격	예정가격결정방법명	지역제한여부	참가가능지역명	업종제한여부	투찰가능업종명	데이터기준일자	제공기관코드	제공기관명	# duplicates
46	B5201800272	<NA>	N	2018년 청주권지사 구내식당 위탁관리 용역 시행	일반공고	2018-04-23	15:00	용역	<NA>	<NA>	<NA>	<NA>	총액계약	수의계약	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	한국수자원공사	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018-04-24	18:00	<NA>	<NA>	2018-04-23	15:00	2018-04-24	18:00	2018-04-23	15:00	본사 전자구매입찰 홈페이지	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-03-18	B500001	한국수자원공사	3
0	A011901948	<NA>	Y	Microgrid 실시간 시뮬레이터의 하드웨어/소프트웨어 유지보수	일반공고	2019-12-10	10:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	전력연구원	김태형	042-286-6550	ok123@kepco.co.kr	한국전력공사	B410002	전력연구원	김태형	042-286-6550	ok123@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-11	15:12	<NA>	<NA>	2019-12-10	10:12	2019-12-11	16:12	2019-12-11	16:12	한전 전자조달시스템	123044900	111859000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
1	A011901956	<NA>	Y	765kV 감시제어반 노후설비 교체 (북경남S/S)	재입찰공고	2019-12-11	10:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	자재처	김경선	061-134-4544	seons1106@kepco.co.kr	한국전력공사	B410002	자재처	김경선	061-134-4544	seons1106@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-18	13:12	<NA>	<NA>	2019-12-11	10:12	2019-12-18	13:12	2019-12-18	13:12	한전 전자조달시스템	742500000	675000000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
2	A011901959	<NA>	Y	154kV 전력용변압기,부품,충격압력계전기	재입찰공고	2019-12-11	16:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	부산울산본부	강규태	051-160-0453	freeace@kepco.co.kr	한국전력공사	B410002	부산울산본부	강규태	051-160-0453	freeace@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-16	11:12	<NA>	<NA>	2019-12-11	16:12	2019-12-16	13:12	2019-12-16	13:12	한전 전자조달시스템	30030000	27300000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
3	A011901962	<NA>	Y	케이블 종단접속재(PLUG-IN,325SQ,CU) 4조외 1종(잠실S/S)	재입찰공고	2019-12-12	09:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	남서울본부	연보경	02-278-8783	bokyung.yun@kepco.co.kr	한국전력공사	B410002	남서울본부	연보경	02-278-8783	bokyung.yun@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-16	10:12	<NA>	<NA>	2019-12-12	09:12	2019-12-16	10:12	2019-12-16	10:12	한전 전자조달시스템	18700000	17000000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
4	A011901971	<NA>	Y	케이블 종단접속재(건식분리형케이블접속재,Plug-In,600MM2,3상)	재입찰공고	2019-12-12	17:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	경남본부	박수화	055-571-1723	shpark13@kepco.co.kr	한국전력공사	B410002	경남본부	박수화	055-571-1723	shpark13@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-16	15:12	<NA>	<NA>	2019-12-12	17:12	2019-12-16	16:12	2019-12-16	16:12	한전 전자조달시스템	13860000	12600000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
5	A011901985	<NA>	Y	유찰수의공고_관형지지물(154kV) 48.8ton (함양-거창T/L)	일반공고	2019-12-17	00:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	자재처	신유진	061-345-1247	raina@kepco.co.kr	한국전력공사	B410002	자재처	신유진	061-345-1247	raina@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-20	15:12	<NA>	<NA>	2019-12-17	09:12	2019-12-30	16:12	2019-12-30	16:12	한전 전자조달시스템	162728119	143960000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
6	A011902002	<NA>	Y	유찰수의공고_22.9KV케이블,AITC-240,240MM2,18,0.35MM, 1971M	일반공고	2019-12-18	00:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	경남본부	박수화	055-571-1723	shpark13@kepco.co.kr	한국전력공사	B410002	경남본부	박수화	055-571-1723	shpark13@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-19	13:12	<NA>	<NA>	2019-12-18	15:12	2019-12-19	15:12	2019-12-19	15:12	한전 전자조달시스템	105603814	96003468.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
7	A011902007	<NA>	Y	감시모듈(DIM),FPD/32 POINT/DIIU포함외10종[신김포S/S,양곡S/S]	재입찰공고	2019-12-19	10:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	인천본부	박수연	032-252-2073	coffeewhale@kepco.co.kr	한국전력공사	B410002	인천본부	박수연	032-252-2073	coffeewhale@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-24	15:12	<NA>	<NA>	2019-12-19	10:12	2019-12-24	16:12	2019-12-24	16:12	한전 전자조달시스템	47300000	43000000.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2
8	A011902010	<NA>	Y	(유찰수의공고) 내후성강관전주,18M,1500KGF,녹안정,3단, 4BON	일반공고	2019-12-19	00:12	물품	N	N	공동수급불허	Y	총액계약	수의계약	최저가 낙찰제	한국전력공사	B410002	전북본부	문다은	063-324-4052	m09072@kepco.co.kr	한국전력공사	B410002	전북본부	문다은	063-324-4052	m09072@kepco.co.kr	<NA>	<NA>	<NA>	<NA>	2019-12-23	09:12	<NA>	<NA>	2019-12-19	11:12	2019-12-23	10:12	2019-12-23	10:12	한전 전자조달시스템	19829207	18117636.0	복수예가	<NA>	<NA>	<NA>	<NA>	2020-02-27	B410002	한국전력공사	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Uppercase Letter

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Other Symbol

Close Punctuation

Open Punctuation

Letter Number

Final Punctuation

Modifier Symbol

Initial Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Other Number

Format

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Math Operators

CJK Compat

Number Forms

Punctuation

Geometric Shapes

Compat Jamo

Arrows

CJK

Letterlike Symbols

Enclosed Alphanum

Common Values

Length

Common Values (Plot)