gimi9 Pandas Profiling

Dataset statistics

Number of variables	85
Number of observations	1488
Missing cells	35379
Missing cells (%)	28.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1017.3 KiB
Average record size in memory	700.1 B

Variable types

DateTime	14
Numeric	14
Categorical	21
Boolean	9
Text	27

Dataset

Description	입찰공고목록 정보(물품부분)
Author	조달청
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=DYLQ1W7O4VLI1A843NRG29153306&infSeq=1

Alerts

`등록유형명` has constant value ""	Constant
`공고규격서URL6` has constant value ""	Constant
`공고규격서URL7` has constant value ""	Constant
`공고규격파일명6` has constant value ""	Constant
`공고규격파일명7` has constant value ""	Constant
`입찰공고차수` is highly imbalanced (73.0%)	Imbalance
`재공고여부` is highly imbalanced (56.1%)	Imbalance
`공고종류명` is highly imbalanced (53.8%)	Imbalance
`국제입찰여부` is highly imbalanced (85.4%)	Imbalance
`입찰방식명` is highly imbalanced (82.9%)	Imbalance
`공동수급협정서접수방식` is highly imbalanced (83.9%)	Imbalance
`공동수급업체지역제한여부` is highly imbalanced (98.5%)	Imbalance
`물품분류제한여부` is highly imbalanced (52.9%)	Imbalance
`예정가격결정방법명` is highly imbalanced (74.5%)	Imbalance
`총예가건수` is highly imbalanced (74.5%)	Imbalance
`추첨예가건수` is highly imbalanced (74.5%)	Imbalance
`개찰장소` is highly imbalanced (70.6%)	Imbalance
`공동수급방식명` is highly imbalanced (64.0%)	Imbalance
`지사투찰허용여부` is highly imbalanced (91.4%)	Imbalance
`지명경쟁여부` is highly imbalanced (86.1%)	Imbalance
`정보화사업여부` is highly imbalanced (86.7%)	Imbalance
`공동수급협정마감일시` has 1453 (97.6%) missing values	Missing
`공고규격서URL1` has 180 (12.1%) missing values	Missing
`공고규격서URL2` has 244 (16.4%) missing values	Missing
`공고규격서URL3` has 1015 (68.2%) missing values	Missing
`공고규격서URL4` has 1389 (93.3%) missing values	Missing
`공고규격서URL5` has 1475 (99.1%) missing values	Missing
`공고규격서URL6` has 1487 (99.9%) missing values	Missing
`공고규격서URL7` has 1487 (99.9%) missing values	Missing
`공고규격파일명1` has 180 (12.1%) missing values	Missing
`공고규격파일명2` has 244 (16.4%) missing values	Missing
`공고규격파일명3` has 1015 (68.2%) missing values	Missing
`공고규격파일명4` has 1389 (93.3%) missing values	Missing
`공고규격파일명5` has 1475 (99.1%) missing values	Missing
`공고규격파일명6` has 1487 (99.9%) missing values	Missing
`공고규격파일명7` has 1487 (99.9%) missing values	Missing
`물품분류제한여부` has 853 (57.3%) missing values	Missing
`제조여부` has 571 (38.4%) missing values	Missing
`물품단가` has 1218 (81.9%) missing values	Missing
`납품기한일시` has 990 (66.5%) missing values	Missing
`납품일수` has 362 (24.3%) missing values	Missing
`지사투찰허용여부` has 562 (37.8%) missing values	Missing
`실적신청서접수일시` has 1478 (99.3%) missing values	Missing
`발주계획통합번호` has 340 (22.8%) missing values	Missing
`낙찰하한율` has 229 (15.4%) missing values	Missing
`사전규격등록번호` has 576 (38.7%) missing values	Missing
`정보화사업여부` has 1218 (81.9%) missing values	Missing
`변경일시` has 1442 (96.9%) missing values	Missing
`변경공고사유` has 1299 (87.3%) missing values	Missing
`재입찰개찰일시` has 1483 (99.7%) missing values	Missing
`[기초금액]기초금액` has 501 (33.7%) missing values	Missing
`[기초금액]기초금액공개일시` has 501 (33.7%) missing values	Missing
`[기초금액]비고1` has 1463 (98.3%) missing values	Missing
`[기초금액]가용금액` has 1331 (89.4%) missing values	Missing
`[기초금액]입력일시` has 501 (33.7%) missing values	Missing
`[구매대상물품]물품순번` has 174 (11.7%) missing values	Missing
`[구매대상물품]물품분류번호` has 174 (11.7%) missing values	Missing
`[구매대상물품]품명` has 174 (11.7%) missing values	Missing
`[구매대상물품]수량` has 174 (11.7%) missing values	Missing
`[구매대상물품]단위` has 174 (11.7%) missing values	Missing
`[구매대상물품]단가` has 1228 (82.5%) missing values	Missing
`[구매대상물품]납품장소` has 179 (12.0%) missing values	Missing
`[구매대상물품]공고게시일시` has 174 (11.7%) missing values	Missing
`물품수량` is highly skewed (γ1 = 20.35233777)	Skewed
`납품일수` has 148 (9.9%) zeros	Zeros

Reproduction

Analysis started	2024-05-17 20:30:47.014965
Analysis finished	2024-05-17 20:30:54.497391
Duration	7.48 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

입찰공고일시
Date

Distinct	1311
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Minimum	2019-01-07 18:01:28
Maximum	2024-05-01 09:20:21

Histogram

Histogram with fixed size bins (bins=50)

입찰공고번호
Real number (ℝ)

Distinct	1223
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0200074 × 10¹⁰

Minimum	2.0190105 × 10¹⁰
Maximum	2.0240448 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	2.0190105 × 10¹⁰
5-th percentile	2.0190329 × 10¹⁰
Q1	2.019063 × 10¹⁰
median	2.0200304 × 10¹⁰
Q3	2.0200911 × 10¹⁰
95-th percentile	2.0230419 × 10¹⁰
Maximum	2.0240448 × 10¹⁰
Range	50342612
Interquartile range (IQR)	10280336

Descriptive statistics

Standard deviation	12867075
Coefficient of variation (CV)	0.00063698161
Kurtosis	2.0108327
Mean	2.0200074 × 10¹⁰
Median Absolute Deviation (MAD)	9379933
Skewness	1.7044539
Sum	3.0057709 × 10¹³
Variance	1.6556163 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190630496	18	1.2%
20201106792	9	0.6%
20200534698	6	0.4%
20191019983	6	0.4%
20200342632	6	0.4%
20200414908	6	0.4%
20200425589	5	0.3%
20201104265	5	0.3%
20201110004	5	0.3%
20190449669	5	0.3%
Other values (1213)	1417	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20190105084	1	0.1%
20190110111	1	0.1%
20190111441	1	0.1%
20190112256	1	0.1%
20190112319	1	0.1%
20190114558	1	0.1%
20190115629	1	0.1%
20190121270	1	0.1%
20190123353	1	0.1%
20190125173	1	0.1%

Value	Count	Frequency (%)
20240447696	1	0.1%
20240441364	1	0.1%
20240431373	1	0.1%
20240430381	1	0.1%
20240428912	1	0.1%
20240428748	1	0.1%
20240428465	1	0.1%
20240427640	1	0.1%
20240426951	1	0.1%
20240348058	1	0.1%

입찰공고차수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

0	1299
1	166
2	20
3	2
4	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1299	87.3%
1	166	11.2%
2	20	1.3%
3	2	0.1%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1299	87.3%
1	166	11.2%
2	20	1.3%
3	2	0.1%
4	1	0.1%

재공고여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

False	1353
True	135

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1353	90.9%
True	135	9.1%

등록유형명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

조달청 또는 나라장터 자체 공고건	1488

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	조달청 또는 나라장터 자체 공고건
2nd row	조달청 또는 나라장터 자체 공고건
3rd row	조달청 또는 나라장터 자체 공고건
4th row	조달청 또는 나라장터 자체 공고건
5th row	조달청 또는 나라장터 자체 공고건

Common Values

Value	Count	Frequency (%)
조달청 또는 나라장터 자체 공고건	1488	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
조달청	1488	20.0%
또는	1488	20.0%
나라장터	1488	20.0%
자체	1488	20.0%
공고건	1488	20.0%

공고종류명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

일반	1178
취소	131
긴급	116
변경	58
재입찰	5

Length

Max length	3
Median length	2
Mean length	2.0033602
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반	1178	79.2%
취소	131	8.8%
긴급	116	7.8%
변경	58	3.9%
재입찰	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	1178	79.2%
취소	131	8.8%
긴급	116	7.8%
변경	58	3.9%
재입찰	5	0.3%

국제입찰여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

False	1457
True	31

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1457	97.9%
True	31	2.1%

참조번호
Text

Distinct	1011
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	28
Median length	26
Mean length	15.008737
Min length	3

Characters and Unicode

Total characters	22333
Distinct characters	119
Distinct categories	8 ?
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	860 ?
Unique (%)	57.8%

Sample

1st row	22243044900
2nd row	22243042500
3rd row	경기도 입찰공고 제2024-423호
4th row	123-83-00169
5th row	6412103

Value	Count	Frequency (%)
경기도	565	19.2%
입찰공고	535	18.2%
공고	80	2.7%
호	65	2.2%
경기도건설본부	43	1.5%
경기도입찰공고	42	1.4%
6412103	36	1.2%
제	35	1.2%
경기도동물위생시험소	28	1.0%
123-83-00169	26	0.9%
Other values (1021)	1482	50.5%

Most occurring characters

Value	Count	Frequency (%)
0	2582	11.6%
2	2488	11.1%
1	1526	6.8%
	1450	6.5%
-	1110	5.0%
3	983	4.4%
9	837	3.7%
경	777	3.5%
기	746	3.3%
도	742	3.3%
Other values (109)	9092	40.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11146	49.9%
Other Letter	8404	37.6%
Space Separator	1450	6.5%
Dash Punctuation	1110	5.0%
Other Punctuation	111	0.5%
Uppercase Letter	38	0.2%
Close Punctuation	37	0.2%
Open Punctuation	37	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	777	9.2%
기	746	8.9%
도	742	8.8%
고	677	8.1%
공	677	8.1%
호	664	7.9%
제	633	7.5%
찰	578	6.9%
입	578	6.9%
소	185	2.2%
Other values (90)	2147	25.5%

Decimal Number

Value	Count	Frequency (%)
0	2582	23.2%
2	2488	22.3%
1	1526	13.7%
3	983	8.8%
9	837	7.5%
5	634	5.7%
6	623	5.6%
4	523	4.7%
8	522	4.7%
7	428	3.8%

Uppercase Letter

Value	Count	Frequency (%)
Y	17	44.7%
Z	17	44.7%
C	3	7.9%
G	1	2.6%

Space Separator

Value	Count	Frequency (%)
	1450	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1110	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	111	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13891	62.2%
Hangul	8404	37.6%
Latin	38	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	777	9.2%
기	746	8.9%
도	742	8.8%
고	677	8.1%
공	677	8.1%
호	664	7.9%
제	633	7.5%
찰	578	6.9%
입	578	6.9%
소	185	2.2%
Other values (90)	2147	25.5%

Common

Value	Count	Frequency (%)
0	2582	18.6%
2	2488	17.9%
1	1526	11.0%
	1450	10.4%
-	1110	8.0%
3	983	7.1%
9	837	6.0%
5	634	4.6%
6	623	4.5%
4	523	3.8%
Other values (5)	1135	8.2%

Latin

Value	Count	Frequency (%)
Y	17	44.7%
Z	17	44.7%
C	3	7.9%
G	1	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13929	62.4%
Hangul	8404	37.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2582	18.5%
2	2488	17.9%
1	1526	11.0%
	1450	10.4%
-	1110	8.0%
3	983	7.1%
9	837	6.0%
5	634	4.6%
6	623	4.5%
4	523	3.8%
Other values (9)	1173	8.4%

Hangul

Value	Count	Frequency (%)
경	777	9.2%
기	746	8.9%
도	742	8.8%
고	677	8.1%
공	677	8.1%
호	664	7.9%
제	633	7.5%
찰	578	6.9%
입	578	6.9%
소	185	2.2%
Other values (90)	2147	25.5%

입찰공고명
Text

Distinct	979
Distinct (%)	65.8%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	49
Median length	39
Mean length	24.953629
Min length	6

Characters and Unicode

Total characters	37131
Distinct characters	518
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	720 ?
Unique (%)	48.4%

Sample

1st row	상수원영향권 지방도 비점오염저감시설 설치공사 침투도랑(A-3, C) 구매
2nd row	상수원영향권 지방도 비점오염저감시설 설치공사 식물재배화분(C,D) 구매
3rd row	안성대로 교통정보 수집용 노후CCTV 교체(구매설치)
4th row	2024년 유용미생물 생산 및 검사 재료 구입(1차)
5th row	경기도북부동물위생시험소 가공축산물 안전성검사 장비 구입 소액수의 견적제출

Value	Count	Frequency (%)
구입	514	7.1%
구매	404	5.6%
관급자재	149	2.1%
및	139	1.9%
등	112	1.6%
2020년	104	1.4%
견적제출	103	1.4%
건설공사	74	1.0%
2019년	72	1.0%
물품	69	1.0%
Other values (1596)	5475	75.9%

Most occurring characters

Value	Count	Frequency (%)
	5730	15.4%
구	1668	4.5%
)	861	2.3%
(	861	2.3%
입	698	1.9%
사	676	1.8%
공	654	1.8%
기	642	1.7%
2	602	1.6%
재	601	1.6%
Other values (508)	24138	65.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27214	73.3%
Space Separator	5730	15.4%
Decimal Number	1827	4.9%
Close Punctuation	878	2.4%
Open Punctuation	878	2.4%
Uppercase Letter	294	0.8%
Other Punctuation	111	0.3%
Dash Punctuation	87	0.2%
Math Symbol	65	0.2%
Lowercase Letter	33	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1668	6.1%
입	698	2.6%
사	676	2.5%
공	654	2.4%
기	642	2.4%
재	601	2.2%
매	592	2.2%
자	525	1.9%
소	513	1.9%
장	510	1.9%
Other values (452)	20135	74.0%

Uppercase Letter

Value	Count	Frequency (%)
C	41	13.9%
P	37	12.6%
A	31	10.5%
S	29	9.9%
I	18	6.1%
H	17	5.8%
L	17	5.8%
M	12	4.1%
D	12	4.1%
T	11	3.7%
Other values (10)	69	23.5%

Lowercase Letter

Value	Count	Frequency (%)
e	7	21.2%
r	4	12.1%
o	4	12.1%
a	3	9.1%
w	3	9.1%
f	3	9.1%
t	3	9.1%
m	3	9.1%
g	1	3.0%
c	1	3.0%

Decimal Number

Value	Count	Frequency (%)
2	602	33.0%
0	431	23.6%
1	221	12.1%
3	149	8.2%
9	131	7.2%
5	119	6.5%
4	106	5.8%
6	33	1.8%
8	21	1.1%
7	14	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	71	64.0%
·	22	19.8%
/	9	8.1%
.	8	7.2%
:	1	0.9%

Close Punctuation

Value	Count	Frequency (%)
)	861	98.1%
]	11	1.3%
』	6	0.7%

Open Punctuation

Value	Count	Frequency (%)
(	861	98.1%
[	11	1.3%
『	6	0.7%

Space Separator

Value	Count	Frequency (%)
	5730	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Math Symbol

Value	Count	Frequency (%)
~	65	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27214	73.3%
Common	9590	25.8%
Latin	327	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1668	6.1%
입	698	2.6%
사	676	2.5%
공	654	2.4%
기	642	2.4%
재	601	2.2%
매	592	2.2%
자	525	1.9%
소	513	1.9%
장	510	1.9%
Other values (452)	20135	74.0%

Latin

Value	Count	Frequency (%)
C	41	12.5%
P	37	11.3%
A	31	9.5%
S	29	8.9%
I	18	5.5%
H	17	5.2%
L	17	5.2%
M	12	3.7%
D	12	3.7%
T	11	3.4%
Other values (21)	102	31.2%

Common

Value	Count	Frequency (%)
	5730	59.7%
)	861	9.0%
(	861	9.0%
2	602	6.3%
0	431	4.5%
1	221	2.3%
3	149	1.6%
9	131	1.4%
5	119	1.2%
4	106	1.1%
Other values (15)	379	4.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27214	73.3%
ASCII	9883	26.6%
None	34	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5730	58.0%
)	861	8.7%
(	861	8.7%
2	602	6.1%
0	431	4.4%
1	221	2.2%
3	149	1.5%
9	131	1.3%
5	119	1.2%
4	106	1.1%
Other values (43)	672	6.8%

Hangul

Value	Count	Frequency (%)
구	1668	6.1%
입	698	2.6%
사	676	2.5%
공	654	2.4%
기	642	2.4%
재	601	2.2%
매	592	2.2%
자	525	1.9%
소	513	1.9%
장	510	1.9%
Other values (452)	20135	74.0%

None

Value	Count	Frequency (%)
·	22	64.7%
』	6	17.6%
『	6	17.6%

공고기관명
Categorical

Distinct	37
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

경기도	402
조달청 인천지방조달청	195
경기도청 북부청사	164
경기도 소방재난본부	128
경기도 경기도농업기술원	120
Other values (32)	479

Length

Max length	19
Median length	14
Mean length	9.1008065
Min length	3

Unique

Unique	6 ?
Unique (%)	0.4%

Sample

1st row	조달청 인천지방조달청
2nd row	조달청 인천지방조달청
3rd row	경기도
4th row	경기도 경기도동물위생시험소
5th row	경기도 경기도북부동물위생시험소

Common Values

Value	Count	Frequency (%)
경기도	402	27.0%
조달청 인천지방조달청	195	13.1%
경기도청 북부청사	164	11.0%
경기도 소방재난본부	128	8.6%
경기도 경기도농업기술원	120	8.1%
조달청 서울지방조달청	72	4.8%
경기도 경기도동물위생시험소	70	4.7%
경기도 경기도보건환경연구원	53	3.6%
경기도 경기도북부동물위생시험소	52	3.5%
경기도 경기도건설본부	45	3.0%
Other values (27)	187	12.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	1051	40.9%
조달청	270	10.5%
인천지방조달청	195	7.6%
경기도청	164	6.4%
북부청사	164	6.4%
소방재난본부	128	5.0%
경기도농업기술원	120	4.7%
서울지방조달청	72	2.8%
경기도동물위생시험소	70	2.7%
경기도보건환경연구원	56	2.2%
Other values (28)	281	10.9%

수요기관명
Categorical

Distinct	35
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

경기도	215
경기도 소방재난본부	197
경기도청 북부청사	195
경기도 경기도건설본부	167
경기도 경기도농업기술원	154
Other values (30)	560

Length

Max length	19
Median length	13
Mean length	10.372984
Min length	3

Unique

Unique	5 ?
Unique (%)	0.3%

Sample

1st row	경기도 경기도건설본부
2nd row	경기도 경기도건설본부
3rd row	경기도
4th row	경기도 경기도동물위생시험소
5th row	경기도 경기도북부동물위생시험소

Common Values

Value	Count	Frequency (%)
경기도	215	14.4%
경기도 소방재난본부	197	13.2%
경기도청 북부청사	195	13.1%
경기도 경기도건설본부	167	11.2%
경기도 경기도농업기술원	154	10.3%
경기도 경기도동물위생시험소	136	9.1%
경기도 경기도보건환경연구원	100	6.7%
경기도 경기도축산진흥센터	54	3.6%
경기도 경기도북부동물위생시험소	52	3.5%
경기도 경기도해양수산자원연구소	31	2.1%
Other values (25)	187	12.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	1291	46.7%
소방재난본부	197	7.1%
경기도청	195	7.1%
북부청사	195	7.1%
경기도건설본부	167	6.0%
경기도농업기술원	154	5.6%
경기도동물위생시험소	136	4.9%
경기도보건환경연구원	106	3.8%
경기도축산진흥센터	54	2.0%
경기도북부동물위생시험소	52	1.9%
Other values (26)	218	7.9%

입찰방식명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

전자입찰	1397
전자시담	89
전자시담(다자간)	1
직찰/우편/상시	1

Length

Max length	9
Median length	4
Mean length	4.0060484
Min length	4

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
전자입찰	1397	93.9%
전자시담	89	6.0%
전자시담(다자간)	1	0.1%
직찰/우편/상시	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전자입찰	1397	93.9%
전자시담	89	6.0%
전자시담(다자간	1	0.1%
직찰/우편/상시	1	0.1%

계약체결방법명
Categorical

Distinct	25
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

제한(총액)	609
수의(총액)소액-견적입찰(2인 이상 견적 제출)	358
수의(총액)소액수의	141
일반(총액)	77
제한(단가)	68
Other values (20)	235

Length

Max length	26
Median length	6
Mean length	11.953629
Min length	6

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	수의(총액)특허제품
2nd row	수의(총액)특허제품
3rd row	제한(총액)
4th row	수의(총액)소액-견적입찰(2인 이상 견적 제출)
5th row	수의(총액)소액-견적입찰(2인 이상 견적 제출)

Common Values

Value	Count	Frequency (%)
제한(총액)	609	40.9%
수의(총액)소액-견적입찰(2인 이상 견적 제출)	358	24.1%
수의(총액)소액수의	141	9.5%
일반(총액)	77	5.2%
제한(단가)	68	4.6%
일반(총액)규격가격동시	43	2.9%
수의(총액)특허제품	42	2.8%
제한(총액)규격가격동시	38	2.6%
수의(총액)	27	1.8%
지명(총액)	27	1.8%
Other values (15)	58	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제한(총액	609	23.5%
이상	367	14.1%
견적	367	14.1%
제출	367	14.1%
수의(총액)소액-견적입찰(2인	358	13.8%
수의(총액)소액수의	141	5.4%
일반(총액	77	3.0%
제한(단가	68	2.6%
일반(총액)규격가격동시	43	1.7%
수의(총액)특허제품	42	1.6%
Other values (19)	155	6.0%

집행관명
Text

Distinct	135
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	6
Median length	3
Mean length	3.0853495
Min length	3

Characters and Unicode

Total characters	4591
Distinct characters	120
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	28 ?
Unique (%)	1.9%

Sample

1st row	이근수
2nd row	이근수
3rd row	김유나
4th row	서지혜
5th row	배은직

Value	Count	Frequency (%)
지재금	85	5.7%
곽동순	83	5.6%
이현한	78	5.2%
이성열	67	4.5%
어현수	62	4.2%
홍세진	57	3.8%
황선애	54	3.6%
김진경	41	2.8%
심재한	40	2.7%
김효주	40	2.7%
Other values (125)	881	59.2%

Most occurring characters

Value	Count	Frequency (%)
김	336	7.3%
현	243	5.3%
이	231	5.0%
진	193	4.2%
한	153	3.3%
재	150	3.3%
성	141	3.1%
순	119	2.6%
지	110	2.4%
경	108	2.4%
Other values (110)	2807	61.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4591	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	336	7.3%
현	243	5.3%
이	231	5.0%
진	193	4.2%
한	153	3.3%
재	150	3.3%
성	141	3.1%
순	119	2.6%
지	110	2.4%
경	108	2.4%
Other values (110)	2807	61.1%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4591	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	336	7.3%
현	243	5.3%
이	231	5.0%
진	193	4.2%
한	153	3.3%
재	150	3.3%
성	141	3.1%
순	119	2.6%
지	110	2.4%
경	108	2.4%
Other values (110)	2807	61.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4591	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	336	7.3%
현	243	5.3%
이	231	5.0%
진	193	4.2%
한	153	3.3%
재	150	3.3%
성	141	3.1%
순	119	2.6%
지	110	2.4%
경	108	2.4%
Other values (110)	2807	61.1%

입찰참가자격등록마감일시
Date

Distinct	501
Distinct (%)	33.7%
Missing	1
Missing (%)	0.1%
Memory size	11.8 KiB

Minimum	2019-01-13 18:00:00
Maximum	2024-05-28 18:00:00

Histogram

Histogram with fixed size bins (bins=50)

공동수급협정서접수방식
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

공고서참조	1453
전자문서	35

Length

Max length	5
Median length	5
Mean length	4.9764785
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공고서참조	1453	97.6%
전자문서	35	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공고서참조	1453	97.6%
전자문서	35	2.4%

공동수급협정마감일시
Date

MISSING

Distinct	35
Distinct (%)	100.0%
Missing	1453
Missing (%)	97.6%
Memory size	11.8 KiB

Minimum	2019-02-13 18:00:00
Maximum	2021-04-14 18:00:00

Histogram

Histogram with fixed size bins (bins=35)

공동수급업체지역제한여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

False	1486
True	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1486	99.9%
True	2	0.1%

입찰개시일시
Date

Distinct	676
Distinct (%)	45.5%
Missing	1
Missing (%)	0.1%
Memory size	11.8 KiB

Minimum	2019-01-10 10:00:00
Maximum	2024-05-29 10:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰마감일시
Date

Distinct	687
Distinct (%)	46.2%
Missing	1
Missing (%)	0.1%
Memory size	11.8 KiB

Minimum	2019-01-14 10:00:00
Maximum	2024-05-29 11:00:00

Histogram

Histogram with fixed size bins (bins=50)

개찰일시
Date

Distinct	705
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Minimum	2019-01-14 11:00:00
Maximum	2024-05-29 12:00:00

Histogram

Histogram with fixed size bins (bins=50)

공고규격서URL1
Text

MISSING

Distinct	1159
Distinct (%)	88.6%
Missing	180
Missing (%)	12.1%
Memory size	11.8 KiB

Length

Max length	94
Median length	93
Mean length	93.125382
Min length	93

Characters and Unicode

Total characters	121808
Distinct characters	43
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	1089 ?
Unique (%)	83.3%

Sample

1st row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240447696::00::2::1
2nd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240441364::00::2::1
3rd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::1::1
4th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240430381::00::1::1
5th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::1::1

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190630496::00::1::1	9	0.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200342632::00::1::1	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200414908::00::1::1	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200534698::00::1::1	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201031578::00::1::1	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201104265::00::1::1	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201110004::00::1::1	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190449669::00::1::1	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200425589::00::1::1	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190639226::00::1::1	4	0.3%
Other values (1149)	1252	95.7%

Most occurring characters

Value	Count	Frequency (%)
:	10464	8.6%
0	7643	6.3%
/	6540	5.4%
o	6540	5.4%
e	6540	5.4%
1	5685	4.7%
w	5232	4.3%
.	5232	4.3%
l	5232	4.3%
2	4413	3.6%
Other values (33)	58287	47.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56408	46.3%
Decimal Number	26160	21.5%
Other Punctuation	24852	20.4%
Uppercase Letter	11772	9.7%
Math Symbol	2616	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	6540	11.6%
e	6540	11.6%
w	5232	9.3%
l	5232	9.3%
i	3924	7.0%
f	3924	7.0%
t	2616	4.6%
k	2616	4.6%
a	2616	4.6%
g	2616	4.6%
Other values (9)	14552	25.8%

Decimal Number

Value	Count	Frequency (%)
0	7643	29.2%
1	5685	21.7%
2	4413	16.9%
8	3161	12.1%
9	1205	4.6%
3	1138	4.4%
4	972	3.7%
5	714	2.7%
6	646	2.5%
7	583	2.2%

Uppercase Letter

Value	Count	Frequency (%)
T	2616	22.2%
F	1308	11.1%
Y	1308	11.1%
O	1308	11.1%
S	1308	11.1%
I	1308	11.1%
D	1308	11.1%
N	1308	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	10464	42.1%
/	6540	26.3%
.	5232	21.1%
&	1308	5.3%
?	1308	5.3%

Math Symbol

Value	Count	Frequency (%)
=	2616	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	68180	56.0%
Common	53628	44.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	6540	9.6%
e	6540	9.6%
w	5232	7.7%
l	5232	7.7%
i	3924	5.8%
f	3924	5.8%
T	2616	3.8%
t	2616	3.8%
k	2616	3.8%
a	2616	3.8%
Other values (17)	26324	38.6%

Common

Value	Count	Frequency (%)
:	10464	19.5%
0	7643	14.3%
/	6540	12.2%
1	5685	10.6%
.	5232	9.8%
2	4413	8.2%
8	3161	5.9%
=	2616	4.9%
&	1308	2.4%
?	1308	2.4%
Other values (6)	5258	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	10464	8.6%
0	7643	6.3%
/	6540	5.4%
o	6540	5.4%
e	6540	5.4%
1	5685	4.7%
w	5232	4.3%
.	5232	4.3%
l	5232	4.3%
2	4413	3.6%
Other values (33)	58287	47.9%

공고규격서URL2
Text

MISSING

Distinct	1102
Distinct (%)	88.6%
Missing	244
Missing (%)	16.4%
Memory size	11.8 KiB

Length

Max length	94
Median length	93
Mean length	93.125402
Min length	93

Characters and Unicode

Total characters	115848
Distinct characters	43
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	1036 ?
Unique (%)	83.3%

Sample

1st row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::1::4
2nd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240430381::00::2::2
3rd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::2
4th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::2
5th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::2

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190630496::00::2::2	9	0.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200534698::00::2::2	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200342632::00::2::2	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200414908::00::2::2	6	0.5%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190449669::00::1::4	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201031578::00::2::2	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201104265::00::2::2	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200425589::00::2::2	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201110004::00::2::2	5	0.4%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200519830::00::2::2	4	0.3%
Other values (1092)	1188	95.5%

Most occurring characters

Value	Count	Frequency (%)
:	9952	8.6%
0	7275	6.3%
2	6387	5.5%
/	6220	5.4%
o	6220	5.4%
e	6220	5.4%
w	4976	4.3%
.	4976	4.3%
l	4976	4.3%
i	3732	3.2%
Other values (33)	54914	47.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53648	46.3%
Decimal Number	24880	21.5%
Other Punctuation	23636	20.4%
Uppercase Letter	11196	9.7%
Math Symbol	2488	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	6220	11.6%
e	6220	11.6%
w	4976	9.3%
l	4976	9.3%
i	3732	7.0%
f	3732	7.0%
t	2488	4.6%
k	2488	4.6%
a	2488	4.6%
g	2488	4.6%
Other values (9)	13840	25.8%

Decimal Number

Value	Count	Frequency (%)
0	7275	29.2%
2	6387	25.7%
1	3223	13.0%
8	3012	12.1%
9	1138	4.6%
3	1100	4.4%
4	920	3.7%
5	672	2.7%
6	605	2.4%
7	548	2.2%

Uppercase Letter

Value	Count	Frequency (%)
T	2488	22.2%
F	1244	11.1%
Y	1244	11.1%
O	1244	11.1%
S	1244	11.1%
I	1244	11.1%
D	1244	11.1%
N	1244	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	9952	42.1%
/	6220	26.3%
.	4976	21.1%
&	1244	5.3%
?	1244	5.3%

Math Symbol

Value	Count	Frequency (%)
=	2488	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	64844	56.0%
Common	51004	44.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	6220	9.6%
e	6220	9.6%
w	4976	7.7%
l	4976	7.7%
i	3732	5.8%
f	3732	5.8%
T	2488	3.8%
t	2488	3.8%
k	2488	3.8%
a	2488	3.8%
Other values (17)	25036	38.6%

Common

Value	Count	Frequency (%)
:	9952	19.5%
0	7275	14.3%
2	6387	12.5%
/	6220	12.2%
.	4976	9.8%
1	3223	6.3%
8	3012	5.9%
=	2488	4.9%
&	1244	2.4%
?	1244	2.4%
Other values (6)	4983	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115848	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	9952	8.6%
0	7275	6.3%
2	6387	5.5%
/	6220	5.4%
o	6220	5.4%
e	6220	5.4%
w	4976	4.3%
.	4976	4.3%
l	4976	4.3%
i	3732	3.2%
Other values (33)	54914	47.4%

공고규격서URL3
Text

MISSING

Distinct	377
Distinct (%)	79.7%
Missing	1015
Missing (%)	68.2%
Memory size	11.8 KiB

Length

Max length	94
Median length	93
Mean length	93.118393
Min length	93

Characters and Unicode

Total characters	44045
Distinct characters	43
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	335 ?
Unique (%)	70.8%

Sample

1st row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::2::2
2nd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::3
3rd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::3
4th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::3
5th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::3

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190630496::00::2::3	9	1.9%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200342632::00::2::3	6	1.3%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200534698::00::2::3	6	1.3%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200414908::00::2::3	6	1.3%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190449669::00::2::2	5	1.1%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201110004::00::2::3	5	1.1%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201104265::00::2::3	5	1.1%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20201031578::00::2::3	5	1.1%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20240343357::00::2::3	4	0.8%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200519830::00::2::3	4	0.8%
Other values (367)	418	88.4%

Most occurring characters

Value	Count	Frequency (%)
:	3784	8.6%
0	2822	6.4%
e	2365	5.4%
/	2365	5.4%
o	2365	5.4%
2	2082	4.7%
w	1892	4.3%
.	1892	4.3%
l	1892	4.3%
i	1419	3.2%
Other values (33)	21167	48.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20395	46.3%
Decimal Number	9460	21.5%
Other Punctuation	8987	20.4%
Uppercase Letter	4257	9.7%
Math Symbol	946	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2365	11.6%
o	2365	11.6%
w	1892	9.3%
l	1892	9.3%
i	1419	7.0%
f	1419	7.0%
t	946	4.6%
d	946	4.6%
k	946	4.6%
g	946	4.6%
Other values (9)	5259	25.8%

Decimal Number

Value	Count	Frequency (%)
0	2822	29.8%
2	2082	22.0%
1	1189	12.6%
8	1150	12.2%
3	807	8.5%
9	371	3.9%
4	366	3.9%
5	247	2.6%
6	233	2.5%
7	193	2.0%

Uppercase Letter

Value	Count	Frequency (%)
T	946	22.2%
Y	473	11.1%
S	473	11.1%
I	473	11.1%
F	473	11.1%
D	473	11.1%
O	473	11.1%
N	473	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	3784	42.1%
/	2365	26.3%
.	1892	21.1%
&	473	5.3%
?	473	5.3%

Math Symbol

Value	Count	Frequency (%)
=	946	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	24652	56.0%
Common	19393	44.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2365	9.6%
o	2365	9.6%
w	1892	7.7%
l	1892	7.7%
i	1419	5.8%
f	1419	5.8%
t	946	3.8%
T	946	3.8%
d	946	3.8%
k	946	3.8%
Other values (17)	9516	38.6%

Common

Value	Count	Frequency (%)
:	3784	19.5%
0	2822	14.6%
/	2365	12.2%
2	2082	10.7%
.	1892	9.8%
1	1189	6.1%
8	1150	5.9%
=	946	4.9%
3	807	4.2%
&	473	2.4%
Other values (6)	1883	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44045	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	3784	8.6%
0	2822	6.4%
e	2365	5.4%
/	2365	5.4%
o	2365	5.4%
2	2082	4.7%
w	1892	4.3%
.	1892	4.3%
l	1892	4.3%
i	1419	3.2%
Other values (33)	21167	48.1%

공고규격서URL4
Text

MISSING

Distinct	78
Distinct (%)	78.8%
Missing	1389
Missing (%)	93.3%
Memory size	11.8 KiB

Length

Max length	94
Median length	93
Mean length	93.161616
Min length	93

Characters and Unicode

Total characters	9223
Distinct characters	43
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	66 ?
Unique (%)	66.7%

Sample

1st row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::2::3
2nd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::4
3rd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::4
4th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::4
5th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240343357::00::2::4

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190449669::00::2::3	5	5.1%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200519830::00::2::4	4	4.0%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20240343357::00::2::4	4	4.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200342614::00::2::4	3	3.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200321909::00::8::2	3	3.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200342780::00::2::4	2	2.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20191007803::00::2::4	2	2.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200727393::00::2::5	2	2.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200621710::00::2::4	2	2.0%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200700758::00::2::4	2	2.0%
Other values (68)	70	70.7%

Most occurring characters

Value	Count	Frequency (%)
:	792	8.6%
0	588	6.4%
e	495	5.4%
/	495	5.4%
o	495	5.4%
2	429	4.7%
w	396	4.3%
.	396	4.3%
l	396	4.3%
i	297	3.2%
Other values (33)	4444	48.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4273	46.3%
Decimal Number	1980	21.5%
Other Punctuation	1881	20.4%
Uppercase Letter	891	9.7%
Math Symbol	198	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	495	11.6%
o	495	11.6%
w	396	9.3%
l	396	9.3%
i	297	7.0%
f	297	7.0%
a	198	4.6%
t	198	4.6%
d	198	4.6%
k	198	4.6%
Other values (9)	1105	25.9%

Decimal Number

Value	Count	Frequency (%)
0	588	29.7%
2	429	21.7%
1	250	12.6%
8	245	12.4%
4	156	7.9%
3	103	5.2%
9	71	3.6%
7	49	2.5%
6	48	2.4%
5	41	2.1%

Uppercase Letter

Value	Count	Frequency (%)
T	198	22.2%
Y	99	11.1%
S	99	11.1%
I	99	11.1%
F	99	11.1%
D	99	11.1%
O	99	11.1%
N	99	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	792	42.1%
/	495	26.3%
.	396	21.1%
&	99	5.3%
?	99	5.3%

Math Symbol

Value	Count	Frequency (%)
=	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5164	56.0%
Common	4059	44.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	495	9.6%
o	495	9.6%
w	396	7.7%
l	396	7.7%
i	297	5.8%
f	297	5.8%
a	198	3.8%
t	198	3.8%
d	198	3.8%
T	198	3.8%
Other values (17)	1996	38.7%

Common

Value	Count	Frequency (%)
:	792	19.5%
0	588	14.5%
/	495	12.2%
2	429	10.6%
.	396	9.8%
1	250	6.2%
8	245	6.0%
=	198	4.9%
4	156	3.8%
3	103	2.5%
Other values (6)	407	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9223	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	792	8.6%
0	588	6.4%
e	495	5.4%
/	495	5.4%
o	495	5.4%
2	429	4.7%
w	396	4.3%
.	396	4.3%
l	396	4.3%
i	297	3.2%
Other values (33)	4444	48.2%

공고규격서URL5
Text

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	1475
Missing (%)	99.1%
Memory size	11.8 KiB

Length

Max length	94
Median length	93
Mean length	93.461538
Min length	93

Characters and Unicode

Total characters	1215
Distinct characters	43
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	13 ?
Unique (%)	100.0%

Sample

1st row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240346285::00::2::4
2nd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20231241541::00::8::5
3rd row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20230500401::00::2::5
4th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20230503150::00::8::2
5th row	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20230416256::01::8::5

Value	Count	Frequency (%)
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20240346285::00::2::4	1	7.7%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20231241541::00::8::5	1	7.7%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20230500401::00::2::5	1	7.7%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20230503150::00::8::2	1	7.7%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20230416256::01::8::5	1	7.7%
https://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20230416256::00::8::5	1	7.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20200130248::00::8::5	1	7.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190720250::00::1::5	1	7.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190702851::00::2::3	1	7.7%
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190538886::00::8::6	1	7.7%
Other values (3)	3	23.1%

Most occurring characters

Value	Count	Frequency (%)
:	104	8.6%
0	76	6.3%
e	65	5.3%
o	65	5.3%
/	65	5.3%
.	52	4.3%
l	52	4.3%
w	52	4.3%
2	50	4.1%
i	39	3.2%
Other values (33)	595	49.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	565	46.5%
Decimal Number	260	21.4%
Other Punctuation	247	20.3%
Uppercase Letter	117	9.6%
Math Symbol	26	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	65	11.5%
o	65	11.5%
l	52	9.2%
w	52	9.2%
i	39	6.9%
f	39	6.9%
t	26	4.6%
g	26	4.6%
p	26	4.6%
a	26	4.6%
Other values (9)	149	26.4%

Decimal Number

Value	Count	Frequency (%)
0	76	29.2%
2	50	19.2%
8	39	15.0%
1	31	11.9%
5	20	7.7%
3	13	5.0%
4	11	4.2%
6	9	3.5%
9	8	3.1%
7	3	1.2%

Uppercase Letter

Value	Count	Frequency (%)
T	26	22.2%
Y	13	11.1%
S	13	11.1%
I	13	11.1%
F	13	11.1%
O	13	11.1%
N	13	11.1%
D	13	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	104	42.1%
/	65	26.3%
.	52	21.1%
&	13	5.3%
?	13	5.3%

Math Symbol

Value	Count	Frequency (%)
=	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	682	56.1%
Common	533	43.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	65	9.5%
o	65	9.5%
l	52	7.6%
w	52	7.6%
i	39	5.7%
f	39	5.7%
t	26	3.8%
g	26	3.8%
p	26	3.8%
T	26	3.8%
Other values (17)	266	39.0%

Common

Value	Count	Frequency (%)
:	104	19.5%
0	76	14.3%
/	65	12.2%
.	52	9.8%
2	50	9.4%
8	39	7.3%
1	31	5.8%
=	26	4.9%
5	20	3.8%
&	13	2.4%
Other values (6)	57	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1215	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	104	8.6%
0	76	6.3%
e	65	5.3%
o	65	5.3%
/	65	5.3%
.	52	4.3%
l	52	4.3%
w	52	4.3%
2	50	4.1%
i	39	3.2%
Other values (33)	595	49.0%

공고규격서URL6
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1487
Missing (%)	99.9%
Memory size	11.8 KiB

Length

Max length	93
Median length	93
Mean length	93
Min length	93

Characters and Unicode

Total characters	93
Distinct characters	42
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	1 ?
Unique (%)	100.0%

Sample

1st row	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190337959::00::2::6

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190337959::00::2::6	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
:	8	8.6%
e	5	5.4%
/	5	5.4%
o	5	5.4%
0	5	5.4%
w	4	4.3%
.	4	4.3%
l	4	4.3%
9	3	3.2%
2	3	3.2%
Other values (32)	47	50.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43	46.2%
Decimal Number	20	21.5%
Other Punctuation	19	20.4%
Uppercase Letter	9	9.7%
Math Symbol	2	2.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	5	11.6%
o	5	11.6%
w	4	9.3%
l	4	9.3%
i	3	7.0%
f	3	7.0%
a	2	4.7%
t	2	4.7%
k	2	4.7%
g	2	4.7%
Other values (9)	11	25.6%

Decimal Number

Value	Count	Frequency (%)
0	5	25.0%
9	3	15.0%
2	3	15.0%
1	2	10.0%
3	2	10.0%
8	2	10.0%
7	1	5.0%
5	1	5.0%
6	1	5.0%

Uppercase Letter

Value	Count	Frequency (%)
T	2	22.2%
S	1	11.1%
F	1	11.1%
Y	1	11.1%
D	1	11.1%
I	1	11.1%
O	1	11.1%
N	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	8	42.1%
/	5	26.3%
.	4	21.1%
&	1	5.3%
?	1	5.3%

Math Symbol

Value	Count	Frequency (%)
=	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	52	55.9%
Common	41	44.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	5	9.6%
o	5	9.6%
w	4	7.7%
l	4	7.7%
i	3	5.8%
f	3	5.8%
a	2	3.8%
t	2	3.8%
T	2	3.8%
k	2	3.8%
Other values (17)	20	38.5%

Common

Value	Count	Frequency (%)
:	8	19.5%
/	5	12.2%
0	5	12.2%
.	4	9.8%
9	3	7.3%
2	3	7.3%
1	2	4.9%
3	2	4.9%
=	2	4.9%
8	2	4.9%
Other values (5)	5	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	93	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	8	8.6%
e	5	5.4%
/	5	5.4%
o	5	5.4%
0	5	5.4%
w	4	4.3%
.	4	4.3%
l	4	4.3%
9	3	3.2%
2	3	3.2%
Other values (32)	47	50.5%

공고규격서URL7
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1487
Missing (%)	99.9%
Memory size	11.8 KiB

Length

Max length	93
Median length	93
Mean length	93
Min length	93

Characters and Unicode

Total characters	93
Distinct characters	41
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	1 ?
Unique (%)	100.0%

Sample

1st row	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190337959::00::2::7

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/co/filedownload.do?filetask=notify&fileseq=20190337959::00::2::7	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
:	8	8.6%
e	5	5.4%
0	5	5.4%
/	5	5.4%
o	5	5.4%
.	4	4.3%
l	4	4.3%
w	4	4.3%
9	3	3.2%
i	3	3.2%
Other values (31)	47	50.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43	46.2%
Decimal Number	20	21.5%
Other Punctuation	19	20.4%
Uppercase Letter	9	9.7%
Math Symbol	2	2.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	5	11.6%
o	5	11.6%
l	4	9.3%
w	4	9.3%
i	3	7.0%
f	3	7.0%
d	2	4.7%
a	2	4.7%
t	2	4.7%
k	2	4.7%
Other values (9)	11	25.6%

Decimal Number

Value	Count	Frequency (%)
0	5	25.0%
9	3	15.0%
2	3	15.0%
1	2	10.0%
8	2	10.0%
3	2	10.0%
7	2	10.0%
5	1	5.0%

Uppercase Letter

Value	Count	Frequency (%)
T	2	22.2%
I	1	11.1%
S	1	11.1%
Y	1	11.1%
F	1	11.1%
O	1	11.1%
N	1	11.1%
D	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
:	8	42.1%
/	5	26.3%
.	4	21.1%
&	1	5.3%
?	1	5.3%

Math Symbol

Value	Count	Frequency (%)
=	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	52	55.9%
Common	41	44.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	5	9.6%
o	5	9.6%
l	4	7.7%
w	4	7.7%
i	3	5.8%
f	3	5.8%
T	2	3.8%
d	2	3.8%
a	2	3.8%
t	2	3.8%
Other values (17)	20	38.5%

Common

Value	Count	Frequency (%)
:	8	19.5%
0	5	12.2%
/	5	12.2%
.	4	9.8%
9	3	7.3%
2	3	7.3%
=	2	4.9%
1	2	4.9%
8	2	4.9%
3	2	4.9%
Other values (4)	5	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	93	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	8	8.6%
e	5	5.4%
0	5	5.4%
/	5	5.4%
o	5	5.4%
.	4	4.3%
l	4	4.3%
w	4	4.3%
9	3	3.2%
i	3	3.2%
Other values (31)	47	50.5%

공고규격파일명1
Text

MISSING

Distinct	1159
Distinct (%)	88.6%
Missing	180
Missing (%)	12.1%
Memory size	11.8 KiB

Length

Max length	101
Median length	75
Mean length	52.073394
Min length	36

Characters and Unicode

Total characters	68112
Distinct characters	468
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	1089 ?
Unique (%)	83.3%

Sample

1st row	20240447696-00_1714460717587_규격서 1부..zip
2nd row	20240441364-00_1714027382540_규격서 1부..zip
3rd row	20240431373-00_1713432971437_입찰공고문_안성대로 교통정보 수집용 노후CCTV 교체(구매설치).hwpx
4th row	20240430381-00_1713416902675_1. 소액수의 공고문[2024년 유용미생물 생산 및 검사 재료 구입(1차)].hwpx
5th row	20240343357-00_1713416946483_공고문(가공축산물 안전성검사 장비 구입).hwpx

Value	Count	Frequency (%)
구입).hwp	121	3.2%
및	58	1.5%
구입.hwp	50	1.3%
구매).hwp	50	1.3%
등	47	1.2%
소모품	37	1.0%
재료	28	0.7%
공고문.hwp	28	0.7%
자산취득	25	0.7%
검사	25	0.7%
Other values (1951)	3301	87.6%

Most occurring characters

Value	Count	Frequency (%)
0	8267	12.1%
1	4924	7.2%
2	4852	7.1%
5	3339	4.9%
_	2817	4.1%
9	2668	3.9%
6	2510	3.7%
	2466	3.6%
3	2447	3.6%
4	2366	3.5%
Other values (458)	31456	46.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	35717	52.4%
Other Letter	17598	25.8%
Lowercase Letter	4036	5.9%
Connector Punctuation	2817	4.1%
Space Separator	2466	3.6%
Other Punctuation	1628	2.4%
Dash Punctuation	1463	2.1%
Open Punctuation	1095	1.6%
Close Punctuation	1084	1.6%
Uppercase Letter	134	0.2%
Other values (2)	74	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	1398	7.9%
고	1375	7.8%
문	981	5.6%
입	926	5.3%
찰	638	3.6%
구	597	3.4%
기	354	2.0%
재	266	1.5%
사	257	1.5%
서	243	1.4%
Other values (395)	10563	60.0%

Uppercase Letter

Value	Count	Frequency (%)
C	19	14.2%
P	19	14.2%
S	14	10.4%
L	11	8.2%
A	10	7.5%
H	9	6.7%
I	8	6.0%
E	7	5.2%
D	7	5.2%
V	6	4.5%
Other values (9)	24	17.9%

Lowercase Letter

Value	Count	Frequency (%)
p	1305	32.3%
w	1285	31.8%
h	1284	31.8%
x	92	2.3%
z	12	0.3%
i	12	0.3%
f	10	0.2%
d	9	0.2%
l	4	0.1%
s	4	0.1%
Other values (8)	19	0.5%

Decimal Number

Value	Count	Frequency (%)
0	8267	23.1%
1	4924	13.8%
2	4852	13.6%
5	3339	9.3%
9	2668	7.5%
6	2510	7.0%
3	2447	6.9%
4	2366	6.6%
7	2176	6.1%
8	2168	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	1437	88.3%
,	184	11.3%
·	4	0.2%
;	1	0.1%
#	1	0.1%
&	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1008	92.1%
[	87	7.9%

Close Punctuation

Value	Count	Frequency (%)
)	997	92.0%
]	87	8.0%

Math Symbol

Value	Count	Frequency (%)
+	17	51.5%
~	16	48.5%

Connector Punctuation

Value	Count	Frequency (%)
_	2817	100.0%

Space Separator

Value	Count	Frequency (%)
	2466	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1463	100.0%

Other Symbol

Value	Count	Frequency (%)
★	41	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46344	68.0%
Hangul	17598	25.8%
Latin	4170	6.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	1398	7.9%
고	1375	7.8%
문	981	5.6%
입	926	5.3%
찰	638	3.6%
구	597	3.4%
기	354	2.0%
재	266	1.5%
사	257	1.5%
서	243	1.4%
Other values (395)	10563	60.0%

Latin

Value	Count	Frequency (%)
p	1305	31.3%
w	1285	30.8%
h	1284	30.8%
x	92	2.2%
C	19	0.5%
P	19	0.5%
S	14	0.3%
z	12	0.3%
i	12	0.3%
L	11	0.3%
Other values (27)	117	2.8%

Common

Value	Count	Frequency (%)
0	8267	17.8%
1	4924	10.6%
2	4852	10.5%
5	3339	7.2%
_	2817	6.1%
9	2668	5.8%
6	2510	5.4%
	2466	5.3%
3	2447	5.3%
4	2366	5.1%
Other values (16)	9688	20.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50469	74.1%
Hangul	17585	25.8%
Misc Symbols	41	0.1%
Compat Jamo	13	< 0.1%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8267	16.4%
1	4924	9.8%
2	4852	9.6%
5	3339	6.6%
_	2817	5.6%
9	2668	5.3%
6	2510	5.0%
	2466	4.9%
3	2447	4.8%
4	2366	4.7%
Other values (51)	13813	27.4%

Hangul

Value	Count	Frequency (%)
공	1398	7.9%
고	1375	7.8%
문	981	5.6%
입	926	5.3%
찰	638	3.6%
구	597	3.4%
기	354	2.0%
재	266	1.5%
사	257	1.5%
서	243	1.4%
Other values (394)	10550	60.0%

Misc Symbols

Value	Count	Frequency (%)
★	41	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅡ	13	100.0%

None

Value	Count	Frequency (%)
·	4	100.0%

공고규격파일명2
Text

MISSING

Distinct	1100
Distinct (%)	88.4%
Missing	244
Missing (%)	16.4%
Memory size	11.8 KiB

Length

Max length	86
Median length	72
Mean length	46.892283
Min length	36

Characters and Unicode

Total characters	58334
Distinct characters	456
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	1032 ?
Unique (%)	83.0%

Sample

1st row	20240431373-00_1713432971443_상생결제_안내자료.pdf
2nd row	20240430381-00_1713416902682_2. 세부내역서(유용미생물 생산 및 검사 재료).xlsx
3rd row	20240343357-00_1713416946493_물품구매내역서(가공축산물 안전성검사 장비 구입).xlsx
4th row	20240343357-00_1713416946493_물품구매내역서(가공축산물 안전성검사 장비 구입).xlsx
5th row	20240343357-00_1713416946493_물품구매내역서(가공축산물 안전성검사 장비 구입).xlsx

Value	Count	Frequency (%)
및	130	4.6%
규격서.hwp	60	2.1%
등	57	2.0%
등.zip	41	1.5%
특수조건.hwp	33	1.2%
시방서.hwp	33	1.2%
규격서	27	1.0%
장비	23	0.8%
구매	23	0.8%
입찰	19	0.7%
Other values (1644)	2363	84.1%

Most occurring characters

Value	Count	Frequency (%)
0	7689	13.2%
2	4528	7.8%
1	4527	7.8%
5	3223	5.5%
_	2618	4.5%
9	2474	4.2%
6	2387	4.1%
3	2292	3.9%
4	2184	3.7%
7	2075	3.6%
Other values (446)	24337	41.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33430	57.3%
Other Letter	12419	21.3%
Lowercase Letter	4152	7.1%
Connector Punctuation	2618	4.5%
Space Separator	1568	2.7%
Other Punctuation	1365	2.3%
Dash Punctuation	1316	2.3%
Close Punctuation	653	1.1%
Open Punctuation	652	1.1%
Uppercase Letter	149	0.3%
Other values (2)	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1234	9.9%
격	628	5.1%
규	620	5.0%
구	433	3.5%
역	361	2.9%
내	349	2.8%
시	309	2.5%
품	308	2.5%
물	294	2.4%
방	232	1.9%
Other values (378)	7651	61.6%

Lowercase Letter

Value	Count	Frequency (%)
p	888	21.4%
x	698	16.8%
w	679	16.4%
h	677	16.3%
l	362	8.7%
s	359	8.6%
i	151	3.6%
z	150	3.6%
f	62	1.5%
d	61	1.5%
Other values (13)	65	1.6%

Uppercase Letter

Value	Count	Frequency (%)
P	40	26.8%
C	37	24.8%
S	11	7.4%
W	6	4.0%
M	6	4.0%
R	5	3.4%
L	5	3.4%
V	5	3.4%
D	4	2.7%
H	4	2.7%
Other values (10)	26	17.4%

Decimal Number

Value	Count	Frequency (%)
0	7689	23.0%
2	4528	13.5%
1	4527	13.5%
5	3223	9.6%
9	2474	7.4%
6	2387	7.1%
3	2292	6.9%
4	2184	6.5%
7	2075	6.2%
8	2051	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	1326	97.1%
,	37	2.7%
·	2	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	627	96.0%
]	25	3.8%
】	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	626	96.0%
[	25	3.8%
【	1	0.2%

Math Symbol

Value	Count	Frequency (%)
~	7	63.6%
+	4	36.4%

Connector Punctuation

Value	Count	Frequency (%)
_	2618	100.0%

Space Separator

Value	Count	Frequency (%)
	1568	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1316	100.0%

Other Symbol

Value	Count	Frequency (%)
★	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41614	71.3%
Hangul	12419	21.3%
Latin	4301	7.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1234	9.9%
격	628	5.1%
규	620	5.0%
구	433	3.5%
역	361	2.9%
내	349	2.8%
시	309	2.5%
품	308	2.5%
물	294	2.4%
방	232	1.9%
Other values (378)	7651	61.6%

Latin

Value	Count	Frequency (%)
p	888	20.6%
x	698	16.2%
w	679	15.8%
h	677	15.7%
l	362	8.4%
s	359	8.3%
i	151	3.5%
z	150	3.5%
f	62	1.4%
d	61	1.4%
Other values (33)	214	5.0%

Common

Value	Count	Frequency (%)
0	7689	18.5%
2	4528	10.9%
1	4527	10.9%
5	3223	7.7%
_	2618	6.3%
9	2474	5.9%
6	2387	5.7%
3	2292	5.5%
4	2184	5.2%
7	2075	5.0%
Other values (15)	7617	18.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45910	78.7%
Hangul	12419	21.3%
None	4	< 0.1%
Misc Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7689	16.7%
2	4528	9.9%
1	4527	9.9%
5	3223	7.0%
_	2618	5.7%
9	2474	5.4%
6	2387	5.2%
3	2292	5.0%
4	2184	4.8%
7	2075	4.5%
Other values (54)	11913	25.9%

Hangul

Value	Count	Frequency (%)
서	1234	9.9%
격	628	5.1%
규	620	5.0%
구	433	3.5%
역	361	2.9%
내	349	2.8%
시	309	2.5%
품	308	2.5%
물	294	2.4%
방	232	1.9%
Other values (378)	7651	61.6%

None

Value	Count	Frequency (%)
·	2	50.0%
【	1	25.0%
】	1	25.0%

Misc Symbols

Value	Count	Frequency (%)
★	1	100.0%

공고규격파일명3
Text

MISSING

Distinct	377
Distinct (%)	79.7%
Missing	1015
Missing (%)	68.2%
Memory size	11.8 KiB

Length

Max length	76
Median length	66
Mean length	47.881607
Min length	35

Characters and Unicode

Total characters	22648
Distinct characters	356
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	335 ?
Unique (%)	70.8%

Sample

1st row	20240431373-00_1713432971439_과업지시서(안성대로 교통정보 수집용 노후CCTV 교체).hwpx
2nd row	20240343357-00_1713416946497_구입시방서(가공축산물 안전성검사 장비 구입).hwpx
3rd row	20240343357-00_1713416946497_구입시방서(가공축산물 안전성검사 장비 구입).hwpx
4th row	20240343357-00_1713416946497_구입시방서(가공축산물 안전성검사 장비 구입).hwpx
5th row	20240343357-00_1713416946497_구입시방서(가공축산물 안전성검사 장비 구입).hwpx

Value	Count	Frequency (%)
내역서.xlsx	23	2.2%
특수조건.hwp	22	2.1%
시방서.hwp	13	1.2%
구입	12	1.1%
구입).hwp	11	1.0%
및	11	1.0%
구매내역.xlsx	10	0.9%
20190630496-00_1561077216698_특수계약조건(동결정액생산장비).hwp	9	0.8%
시스템	9	0.8%
외	9	0.8%
Other values (651)	934	87.9%

Most occurring characters

Value	Count	Frequency (%)
0	2963	13.1%
2	1682	7.4%
1	1670	7.4%
5	1108	4.9%
_	995	4.4%
6	965	4.3%
9	913	4.0%
3	872	3.9%
4	857	3.8%
8	767	3.4%
Other values (346)	9856	43.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12543	55.4%
Other Letter	5152	22.7%
Lowercase Letter	1654	7.3%
Connector Punctuation	995	4.4%
Space Separator	590	2.6%
Other Punctuation	537	2.4%
Dash Punctuation	517	2.3%
Open Punctuation	295	1.3%
Close Punctuation	295	1.3%
Uppercase Letter	65	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	381	7.4%
구	172	3.3%
시	129	2.5%
역	124	2.4%
내	119	2.3%
격	109	2.1%
규	108	2.1%
사	105	2.0%
공	96	1.9%
물	89	1.7%
Other values (283)	3720	72.2%

Lowercase Letter

Value	Count	Frequency (%)
p	357	21.6%
w	290	17.5%
h	288	17.4%
x	245	14.8%
s	122	7.4%
l	120	7.3%
f	51	3.1%
d	50	3.0%
i	21	1.3%
e	18	1.1%
Other values (11)	92	5.6%

Uppercase Letter

Value	Count	Frequency (%)
S	12	18.5%
C	8	12.3%
P	5	7.7%
A	5	7.7%
N	5	7.7%
M	4	6.2%
D	3	4.6%
I	3	4.6%
V	3	4.6%
E	3	4.6%
Other values (9)	14	21.5%

Decimal Number

Value	Count	Frequency (%)
0	2963	23.6%
2	1682	13.4%
1	1670	13.3%
5	1108	8.8%
6	965	7.7%
9	913	7.3%
3	872	7.0%
4	857	6.8%
8	767	6.1%
7	746	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	519	96.6%
,	16	3.0%
·	2	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	287	97.3%
[	7	2.4%
【	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	287	97.3%
]	7	2.4%
】	1	0.3%

Connector Punctuation

Value	Count	Frequency (%)
_	995	100.0%

Space Separator

Value	Count	Frequency (%)
	590	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	517	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15777	69.7%
Hangul	5152	22.7%
Latin	1719	7.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	381	7.4%
구	172	3.3%
시	129	2.5%
역	124	2.4%
내	119	2.3%
격	109	2.1%
규	108	2.1%
사	105	2.0%
공	96	1.9%
물	89	1.7%
Other values (283)	3720	72.2%

Latin

Value	Count	Frequency (%)
p	357	20.8%
w	290	16.9%
h	288	16.8%
x	245	14.3%
s	122	7.1%
l	120	7.0%
f	51	3.0%
d	50	2.9%
i	21	1.2%
e	18	1.0%
Other values (30)	157	9.1%

Common

Value	Count	Frequency (%)
0	2963	18.8%
2	1682	10.7%
1	1670	10.6%
5	1108	7.0%
_	995	6.3%
6	965	6.1%
9	913	5.8%
3	872	5.5%
4	857	5.4%
8	767	4.9%
Other values (13)	2985	18.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17492	77.2%
Hangul	5152	22.7%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2963	16.9%
2	1682	9.6%
1	1670	9.5%
5	1108	6.3%
_	995	5.7%
6	965	5.5%
9	913	5.2%
3	872	5.0%
4	857	4.9%
8	767	4.4%
Other values (50)	4700	26.9%

Hangul

Value	Count	Frequency (%)
서	381	7.4%
구	172	3.3%
시	129	2.5%
역	124	2.4%
내	119	2.3%
격	109	2.1%
규	108	2.1%
사	105	2.0%
공	96	1.9%
물	89	1.7%
Other values (283)	3720	72.2%

None

Value	Count	Frequency (%)
·	2	50.0%
【	1	25.0%
】	1	25.0%

공고규격파일명4
Text

MISSING

Distinct	78
Distinct (%)	78.8%
Missing	1389
Missing (%)	93.3%
Memory size	11.8 KiB

Length

Max length	109
Median length	61
Mean length	50.343434
Min length	36

Characters and Unicode

Total characters	4984
Distinct characters	226
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	66 ?
Unique (%)	66.7%

Sample

1st row	20240431373-00_1713432971441_공내역서(안성대로 교통정보 수집용 노후CCTV 교체).xlsx
2nd row	20240343357-00_1713416946501_국문규격서(가공축산물 안전성검사 장비 구입).hwpx
3rd row	20240343357-00_1713416946501_국문규격서(가공축산물 안전성검사 장비 구입).hwpx
4th row	20240343357-00_1713416946501_국문규격서(가공축산물 안전성검사 장비 구입).hwpx
5th row	20240343357-00_1713416946501_국문규격서(가공축산물 안전성검사 장비 구입).hwpx

Value	Count	Frequency (%)
시방서.hwp	8	3.3%
notice.hwp	7	2.9%
20190449669-00_1556602669786_장비구입내역서.xlsx	5	2.1%
구입).hwpx	5	2.1%
추가특수조건(조달청지침)(제2316호)(20150825).hwp	5	2.1%
및	5	2.1%
20240343357-00_1713416946501_국문규격서(가공축산물	4	1.7%
안전성검사	4	1.7%
장비	4	1.7%
20200519830-00_1589761159655_구매	4	1.7%
Other values (162)	189	78.8%

Most occurring characters

Value	Count	Frequency (%)
0	614	12.3%
1	393	7.9%
2	367	7.4%
5	225	4.5%
_	207	4.2%
6	206	4.1%
4	198	4.0%
3	187	3.8%
9	184	3.7%
8	181	3.6%
Other values (216)	2222	44.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2705	54.3%
Other Letter	956	19.2%
Lowercase Letter	537	10.8%
Connector Punctuation	207	4.2%
Space Separator	141	2.8%
Other Punctuation	119	2.4%
Dash Punctuation	112	2.2%
Close Punctuation	72	1.4%
Open Punctuation	69	1.4%
Uppercase Letter	66	1.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	63	6.6%
구	31	3.2%
시	31	3.2%
조	22	2.3%
공	20	2.1%
역	20	2.1%
입	19	2.0%
내	18	1.9%
기	17	1.8%
도	17	1.8%
Other values (158)	698	73.0%

Lowercase Letter

Value	Count	Frequency (%)
p	85	15.8%
h	61	11.4%
w	55	10.2%
x	43	8.0%
f	26	4.8%
s	26	4.8%
i	24	4.5%
d	23	4.3%
t	23	4.3%
m	22	4.1%
Other values (12)	149	27.7%

Uppercase Letter

Value	Count	Frequency (%)
S	14	21.2%
N	9	13.6%
E	6	9.1%
C	5	7.6%
I	4	6.1%
M	4	6.1%
A	4	6.1%
T	3	4.5%
D	3	4.5%
Y	2	3.0%
Other values (9)	12	18.2%

Decimal Number

Value	Count	Frequency (%)
0	614	22.7%
1	393	14.5%
2	367	13.6%
5	225	8.3%
6	206	7.6%
4	198	7.3%
3	187	6.9%
9	184	6.8%
8	181	6.7%
7	150	5.5%

Other Punctuation

Value	Count	Frequency (%)
.	118	99.2%
·	1	0.8%

Connector Punctuation

Value	Count	Frequency (%)
_	207	100.0%

Space Separator

Value	Count	Frequency (%)
	141	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	112	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	72	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	69	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3425	68.7%
Hangul	956	19.2%
Latin	603	12.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	63	6.6%
구	31	3.2%
시	31	3.2%
조	22	2.3%
공	20	2.1%
역	20	2.1%
입	19	2.0%
내	18	1.9%
기	17	1.8%
도	17	1.8%
Other values (158)	698	73.0%

Latin

Value	Count	Frequency (%)
p	85	14.1%
h	61	10.1%
w	55	9.1%
x	43	7.1%
f	26	4.3%
s	26	4.3%
i	24	4.0%
d	23	3.8%
t	23	3.8%
m	22	3.6%
Other values (31)	215	35.7%

Common

Value	Count	Frequency (%)
0	614	17.9%
1	393	11.5%
2	367	10.7%
5	225	6.6%
_	207	6.0%
6	206	6.0%
4	198	5.8%
3	187	5.5%
9	184	5.4%
8	181	5.3%
Other values (7)	663	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4027	80.8%
Hangul	956	19.2%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	614	15.2%
1	393	9.8%
2	367	9.1%
5	225	5.6%
_	207	5.1%
6	206	5.1%
4	198	4.9%
3	187	4.6%
9	184	4.6%
8	181	4.5%
Other values (47)	1265	31.4%

Hangul

Value	Count	Frequency (%)
서	63	6.6%
구	31	3.2%
시	31	3.2%
조	22	2.3%
공	20	2.1%
역	20	2.1%
입	19	2.0%
내	18	1.9%
기	17	1.8%
도	17	1.8%
Other values (158)	698	73.0%

None

Value	Count	Frequency (%)
·	1	100.0%

공고규격파일명5
Text

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	1475
Missing (%)	99.1%
Memory size	11.8 KiB

Length

Max length	56
Median length	55
Mean length	47.538462
Min length	40

Characters and Unicode

Total characters	618
Distinct characters	88
Distinct categories	10 ?
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	13 ?
Unique (%)	100.0%

Sample

1st row	20240346285-00_1711530476347_견본품 확인서(낙농자원팀 조사료 구입).hwpx
2nd row	20231241541-00_1703556637855_Summary Notice.hwp
3rd row	20230500401-00_1682915818238_단체표준인증제품 대상업체 추천내역(보고용).pdf
4th row	20230503150-00_1683014924337_Summary Notice.hwp
5th row	20230416256-01_1681193015445_Summary Notice.hwp

Value	Count	Frequency (%)
notice.hwp	6	19.4%
20240346285-00_1711530476347_견본품	1	3.2%
20190702851-00_1562047271418_규격	1	3.2%
20190126035-00_1548378339567_4	1	3.2%
냉동고).hwp	1	3.2%
4(시료보관용	1	3.2%
규격서	1	3.2%
물품	1	3.2%
20190337959-00_1553226973891_3	1	3.2%
20190406240-00_1554273767993_summary	1	3.2%
Other values (16)	16	51.6%

Most occurring characters

Value	Count	Frequency (%)
0	74	12.0%
1	46	7.4%
2	41	6.6%
3	36	5.8%
5	35	5.7%
4	27	4.4%
_	26	4.2%
8	22	3.6%
9	21	3.4%
6	21	3.4%
Other values (78)	269	43.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	341	55.2%
Lowercase Letter	116	18.8%
Other Letter	71	11.5%
Connector Punctuation	26	4.2%
Space Separator	18	2.9%
Other Punctuation	15	2.4%
Dash Punctuation	13	2.1%
Uppercase Letter	10	1.6%
Open Punctuation	4	0.6%
Close Punctuation	4	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	4	5.6%
서	4	5.6%
고	3	4.2%
용	2	2.8%
물	2	2.8%
보	2	2.8%
역	2	2.8%
격	2	2.8%
조	2	2.8%
사	2	2.8%
Other values (41)	46	64.8%

Lowercase Letter

Value	Count	Frequency (%)
m	14	12.1%
p	12	10.3%
w	11	9.5%
h	11	9.5%
y	7	6.0%
r	7	6.0%
a	7	6.0%
u	7	6.0%
o	6	5.2%
t	6	5.2%
Other values (9)	28	24.1%

Decimal Number

Value	Count	Frequency (%)
0	74	21.7%
1	46	13.5%
2	41	12.0%
3	36	10.6%
5	35	10.3%
4	27	7.9%
8	22	6.5%
9	21	6.2%
6	21	6.2%
7	18	5.3%

Uppercase Letter

Value	Count	Frequency (%)
N	5	50.0%
S	5	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	26	100.0%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	15	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	421	68.1%
Latin	126	20.4%
Hangul	71	11.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	4	5.6%
서	4	5.6%
고	3	4.2%
용	2	2.8%
물	2	2.8%
보	2	2.8%
역	2	2.8%
격	2	2.8%
조	2	2.8%
사	2	2.8%
Other values (41)	46	64.8%

Latin

Value	Count	Frequency (%)
m	14	11.1%
p	12	9.5%
w	11	8.7%
h	11	8.7%
y	7	5.6%
r	7	5.6%
a	7	5.6%
u	7	5.6%
o	6	4.8%
t	6	4.8%
Other values (11)	38	30.2%

Common

Value	Count	Frequency (%)
0	74	17.6%
1	46	10.9%
2	41	9.7%
3	36	8.6%
5	35	8.3%
4	27	6.4%
_	26	6.2%
8	22	5.2%
9	21	5.0%
6	21	5.0%
Other values (6)	72	17.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	547	88.5%
Hangul	71	11.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	74	13.5%
1	46	8.4%
2	41	7.5%
3	36	6.6%
5	35	6.4%
4	27	4.9%
_	26	4.8%
8	22	4.0%
9	21	3.8%
6	21	3.8%
Other values (27)	198	36.2%

Hangul

Value	Count	Frequency (%)
품	4	5.6%
서	4	5.6%
고	3	4.2%
용	2	2.8%
물	2	2.8%
보	2	2.8%
역	2	2.8%
격	2	2.8%
조	2	2.8%
사	2	2.8%
Other values (41)	46	64.8%

공고규격파일명6
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1487
Missing (%)	99.9%
Memory size	11.8 KiB

Length

Max length	55
Median length	55
Mean length	55
Min length	55

Characters and Unicode

Total characters	55
Distinct characters	30
Distinct categories	9 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	20190337959-00_1553226973901_3. 물품 규격서 5(시료보관용 냉장고).hwp

Value	Count	Frequency (%)
20190337959-00_1553226973901_3	1	20.0%
물품	1	20.0%
규격서	1	20.0%
5(시료보관용	1	20.0%
냉장고).hwp	1	20.0%

Most occurring characters

Value	Count	Frequency (%)
9	5	9.1%
3	5	9.1%
0	5	9.1%
5	4	7.3%
	4	7.3%
2	3	5.5%
1	3	5.5%
7	2	3.6%
_	2	3.6%
.	2	3.6%
Other values (20)	20	36.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28	50.9%
Other Letter	13	23.6%
Space Separator	4	7.3%
Lowercase Letter	3	5.5%
Connector Punctuation	2	3.6%
Other Punctuation	2	3.6%
Close Punctuation	1	1.8%
Open Punctuation	1	1.8%
Dash Punctuation	1	1.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
장	1	7.7%
용	1	7.7%
냉	1	7.7%
고	1	7.7%
보	1	7.7%
관	1	7.7%
격	1	7.7%
료	1	7.7%
시	1	7.7%
서	1	7.7%
Other values (3)	3	23.1%

Decimal Number

Value	Count	Frequency (%)
9	5	17.9%
3	5	17.9%
0	5	17.9%
5	4	14.3%
2	3	10.7%
1	3	10.7%
7	2	7.1%
6	1	3.6%

Lowercase Letter

Value	Count	Frequency (%)
h	1	33.3%
w	1	33.3%
p	1	33.3%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39	70.9%
Hangul	13	23.6%
Latin	3	5.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	5	12.8%
3	5	12.8%
0	5	12.8%
5	4	10.3%
	4	10.3%
2	3	7.7%
1	3	7.7%
7	2	5.1%
_	2	5.1%
.	2	5.1%
Other values (4)	4	10.3%

Hangul

Value	Count	Frequency (%)
장	1	7.7%
용	1	7.7%
냉	1	7.7%
고	1	7.7%
보	1	7.7%
관	1	7.7%
격	1	7.7%
료	1	7.7%
시	1	7.7%
서	1	7.7%
Other values (3)	3	23.1%

Latin

Value	Count	Frequency (%)
h	1	33.3%
w	1	33.3%
p	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42	76.4%
Hangul	13	23.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	5	11.9%
3	5	11.9%
0	5	11.9%
5	4	9.5%
	4	9.5%
2	3	7.1%
1	3	7.1%
7	2	4.8%
_	2	4.8%
.	2	4.8%
Other values (7)	7	16.7%

Hangul

Value	Count	Frequency (%)
장	1	7.7%
용	1	7.7%
냉	1	7.7%
고	1	7.7%
보	1	7.7%
관	1	7.7%
격	1	7.7%
료	1	7.7%
시	1	7.7%
서	1	7.7%
Other values (3)	3	23.1%

공고규격파일명7
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1487
Missing (%)	99.9%
Memory size	11.8 KiB

Length

Max length	47
Median length	47
Mean length	47
Min length	47

Characters and Unicode

Total characters	47
Distinct characters	28
Distinct categories	8 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	20190337959-00_1553226973911_제안요청서(환경농업연구과).hwp

Value	Count	Frequency (%)
20190337959-00_1553226973911_제안요청서(환경농업연구과).hwp	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
9	5	10.6%
1	4	8.5%
3	4	8.5%
0	4	8.5%
2	3	6.4%
5	3	6.4%
_	2	4.3%
7	2	4.3%
w	1	2.1%
농	1	2.1%
Other values (18)	18	38.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26	55.3%
Other Letter	12	25.5%
Lowercase Letter	3	6.4%
Connector Punctuation	2	4.3%
Other Punctuation	1	2.1%
Close Punctuation	1	2.1%
Open Punctuation	1	2.1%
Dash Punctuation	1	2.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
농	1	8.3%
과	1	8.3%
구	1	8.3%
연	1	8.3%
업	1	8.3%
서	1	8.3%
경	1	8.3%
환	1	8.3%
청	1	8.3%
요	1	8.3%
Other values (2)	2	16.7%

Decimal Number

Value	Count	Frequency (%)
9	5	19.2%
1	4	15.4%
3	4	15.4%
0	4	15.4%
2	3	11.5%
5	3	11.5%
7	2	7.7%
6	1	3.8%

Lowercase Letter

Value	Count	Frequency (%)
w	1	33.3%
h	1	33.3%
p	1	33.3%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32	68.1%
Hangul	12	25.5%
Latin	3	6.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	5	15.6%
1	4	12.5%
3	4	12.5%
0	4	12.5%
2	3	9.4%
5	3	9.4%
_	2	6.2%
7	2	6.2%
.	1	3.1%
)	1	3.1%
Other values (3)	3	9.4%

Hangul

Value	Count	Frequency (%)
농	1	8.3%
과	1	8.3%
구	1	8.3%
연	1	8.3%
업	1	8.3%
서	1	8.3%
경	1	8.3%
환	1	8.3%
청	1	8.3%
요	1	8.3%
Other values (2)	2	16.7%

Latin

Value	Count	Frequency (%)
w	1	33.3%
h	1	33.3%
p	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35	74.5%
Hangul	12	25.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	5	14.3%
1	4	11.4%
3	4	11.4%
0	4	11.4%
2	3	8.6%
5	3	8.6%
_	2	5.7%
7	2	5.7%
w	1	2.9%
h	1	2.9%
Other values (6)	6	17.1%

Hangul

Value	Count	Frequency (%)
농	1	8.3%
과	1	8.3%
구	1	8.3%
연	1	8.3%
업	1	8.3%
서	1	8.3%
경	1	8.3%
환	1	8.3%
청	1	8.3%
요	1	8.3%
Other values (2)	2	16.7%

재입찰허용여부
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

True	1144
False	344

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1144	76.9%
False	344	23.1%

물품분류제한여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.3%
Missing	853
Missing (%)	57.3%
Memory size	3.0 KiB

False	571
True	64
(Missing)	853

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	571	38.4%
True	64	4.3%
(Missing)	853	57.3%

제조여부
Boolean

MISSING

Distinct	2
Distinct (%)	0.2%
Missing	571
Missing (%)	38.4%
Memory size	3.0 KiB

False	503
True	414
(Missing)	571

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	503	33.8%
True	414	27.8%
(Missing)	571	38.4%

예정가격결정방법명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

복수예가	1383
단일예가	93
비예가	12

Length

Max length	4
Median length	4
Mean length	3.9919355
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
복수예가	1383	92.9%
단일예가	93	6.2%
비예가	12	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
복수예가	1383	92.9%
단일예가	93	6.2%
비예가	12	0.8%

총예가건수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

15	1383
1	93
<NA>	12

Length

Max length	4
Median length	2
Mean length	1.953629
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	15
4th row	15
5th row	15

Common Values

Value	Count	Frequency (%)
15	1383	92.9%
1	93	6.2%
<NA>	12	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
15	1383	92.9%
1	93	6.2%
na	12	0.8%

추첨예가건수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

4	1383
0	93
<NA>	12

Length

Max length	4
Median length	1
Mean length	1.0241935
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	1383	92.9%
0	93	6.2%
<NA>	12	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	1383	92.9%
0	93	6.2%
na	12	0.8%

배정예산금액
Real number (ℝ)

Distinct	971
Distinct (%)	65.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2439749 × 10⁸

Minimum	3916
Maximum	6.730246 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	3916
5-th percentile	15528485
Q1	35746500
median	67182550
Q3	1.6810068 × 10⁸
95-th percentile	9.1591297 × 10⁸
Maximum	6.730246 × 10⁹
Range	6.7302421 × 10⁹
Interquartile range (IQR)	1.3235418 × 10⁸

Descriptive statistics

Standard deviation	5.9699192 × 10⁸
Coefficient of variation (CV)	2.6604216
Kurtosis	54.259951
Mean	2.2439749 × 10⁸
Median Absolute Deviation (MAD)	42282550
Skewness	6.7164687
Sum	3.3390346 × 10¹¹
Variance	3.5639935 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114840000	19	1.3%
66500000	14	0.9%
64300000	12	0.8%
88220000	12	0.8%
35380000	10	0.7%
30438100	10	0.7%
78928550	9	0.6%
44887920	8	0.5%
33450000	7	0.5%
24900000	7	0.5%
Other values (961)	1380	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3916	6	0.4%
4400	2	0.1%
4600	2	0.1%
88000	1	0.1%
2289280	2	0.1%
2475000	1	0.1%
3460500	1	0.1%
4125000	1	0.1%
4400000	2	0.1%
4789935	2	0.1%

Value	Count	Frequency (%)
6730246000	3	0.2%
5419986800	3	0.2%
4972348400	3	0.2%
4720400000	1	0.1%
3740409120	1	0.1%
3700000000	1	0.1%
3675000000	1	0.1%
3516992640	1	0.1%
3320793800	1	0.1%
3109941550	1	0.1%

추정가격
Real number (ℝ)

Distinct	970
Distinct (%)	65.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0318359 × 10⁸

Minimum	3560
Maximum	6.0863636 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	3560
5-th percentile	14116805
Q1	32496818
median	61075045
Q3	1.5216682 × 10⁸
95-th percentile	8.3017571 × 10⁸
Maximum	6.0863636 × 10⁹
Range	6.0863601 × 10⁹
Interquartile range (IQR)	1.1967 × 10⁸

Descriptive statistics

Standard deviation	5.404052 × 10⁸
Coefficient of variation (CV)	2.6596892
Kurtosis	54.154141
Mean	2.0318359 × 10⁸
Median Absolute Deviation (MAD)	38389610
Skewness	6.7126267
Sum	3.0233718 × 10¹¹
Variance	2.9203778 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
104400000	19	1.3%
60454545	14	0.9%
80200000	12	0.8%
58454545	12	0.8%
27671000	10	0.7%
32163636	10	0.7%
70993600	9	0.6%
40807200	8	0.5%
22636363	7	0.5%
30409090	7	0.5%
Other values (960)	1380	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3560	6	0.4%
4000	2	0.1%
4181	2	0.1%
80000	1	0.1%
2081163	2	0.1%
2250000	1	0.1%
3145909	1	0.1%
3750000	1	0.1%
4000000	2	0.1%
4354486	2	0.1%

Value	Count	Frequency (%)
6086363636	3	0.2%
4900909091	3	0.2%
4495909091	3	0.2%
4291272727	1	0.1%
3400371927	1	0.1%
3363636363	1	0.1%
3340909091	1	0.1%
3197266036	1	0.1%
3001657273	1	0.1%
2810900000	1	0.1%

개찰장소
Categorical

IMBALANCE

Distinct	20
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

국가종합전자조달시스템(나라장터)	1111
경기도 회계과 입찰집행관 PC	239
경기도 회계과 입찰집행관PC	66
경기도건설본부 관리과 입찰집행관 PC	41
연천소방서 집행관 PC	8
Other values (15)	23

Length

Max length	24
Median length	17
Mean length	16.810484
Min length	4

Unique

Unique	10 ?
Unique (%)	0.7%

Sample

1st row	국가종합전자조달시스템(나라장터)
2nd row	국가종합전자조달시스템(나라장터)
3rd row	경기도 회계과 입찰집행관 PC
4th row	국가종합전자조달시스템(나라장터)
5th row	국가종합전자조달시스템(나라장터)

Common Values

Value	Count	Frequency (%)
국가종합전자조달시스템(나라장터)	1111	74.7%
경기도 회계과 입찰집행관 PC	239	16.1%
경기도 회계과 입찰집행관PC	66	4.4%
경기도건설본부 관리과 입찰집행관 PC	41	2.8%
연천소방서 집행관 PC	8	0.5%
연천소방서 소방행정과 입찰집행관 PC	5	0.3%
경기도 말산업육성기금 입찰집행관 pc	2	0.1%
경기도 회계과 입찰집행관 pc	2	0.1%
경기도 회계과 입찰집행관pc	2	0.1%
경기도 회계과 입찰집행관 PC	2	0.1%
Other values (10)	10	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
국가종합전자조달시스템(나라장터	1111	43.8%
경기도	314	12.4%
회계과	312	12.3%
pc	306	12.1%
입찰집행관	297	11.7%
입찰집행관pc	68	2.7%
관리과	44	1.7%
경기도건설본부	43	1.7%
연천소방서	13	0.5%
집행관	8	0.3%
Other values (12)	18	0.7%

입찰공고상세URL
Text

Distinct	1311
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	113
Median length	112
Mean length	112.11694
Min length	112

Characters and Unicode

Total characters	166830
Distinct characters	40
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	1226 ?
Unique (%)	82.4%

Sample

1st row	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240447696&bidseq=00&releaseYn=Y&taskClCd=1
2nd row	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240441364&bidseq=00&releaseYn=Y&taskClCd=1
3rd row	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240431373&bidseq=00&releaseYn=Y&taskClCd=1
4th row	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240430381&bidseq=00&releaseYn=Y&taskClCd=1
5th row	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240343357&bidseq=00&releaseYn=Y&taskClCd=1

Value	Count	Frequency (%)
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20190630496&bidseq=01&releaseyn=y&taskclcd=1	9	0.6%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20190630496&bidseq=00&releaseyn=y&taskclcd=1	9	0.6%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20200414908&bidseq=00&releaseyn=y&taskclcd=1	6	0.4%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20200534698&bidseq=00&releaseyn=y&taskclcd=1	6	0.4%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20200342632&bidseq=00&releaseyn=y&taskclcd=1	6	0.4%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20200425589&bidseq=00&releaseyn=y&taskclcd=1	5	0.3%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20200516795&bidseq=01&releaseyn=y&taskclcd=1	5	0.3%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20201110004&bidseq=00&releaseyn=y&taskclcd=1	5	0.3%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20201104265&bidseq=00&releaseyn=y&taskclcd=1	5	0.3%
http://www.g2b.go.kr:8081/ep/invitation/publish/bidinfodtl.do?bidno=20201031578&bidseq=00&releaseyn=y&taskclcd=1	5	0.3%
Other values (1301)	1427	95.9%

Most occurring characters

Value	Count	Frequency (%)
i	10416	6.2%
t	8928	5.4%
/	8928	5.4%
0	8612	5.2%
d	7440	4.5%
n	7440	4.5%
b	7440	4.5%
o	7440	4.5%
e	7440	4.5%
s	6126	3.7%
Other values (30)	86620	51.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	99870	59.9%
Decimal Number	28272	16.9%
Other Punctuation	23808	14.3%
Uppercase Letter	8928	5.4%
Math Symbol	5952	3.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	10416	10.4%
t	8928	8.9%
d	7440	7.4%
n	7440	7.4%
b	7440	7.4%
o	7440	7.4%
e	7440	7.4%
s	6126	6.1%
l	5952	6.0%
a	4464	4.5%
Other values (10)	26784	26.8%

Decimal Number

Value	Count	Frequency (%)
0	8612	30.5%
1	5232	18.5%
2	4940	17.5%
8	3599	12.7%
9	1366	4.8%
3	1221	4.3%
4	1059	3.7%
5	804	2.8%
6	757	2.7%
7	682	2.4%

Other Punctuation

Value	Count	Frequency (%)
/	8928	37.5%
.	5952	25.0%
&	4464	18.8%
:	2976	12.5%
?	1488	6.2%

Uppercase Letter

Value	Count	Frequency (%)
Y	2976	33.3%
C	2976	33.3%
I	1488	16.7%
D	1488	16.7%

Math Symbol

Value	Count	Frequency (%)
=	5952	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108798	65.2%
Common	58032	34.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	10416	9.6%
t	8928	8.2%
d	7440	6.8%
n	7440	6.8%
b	7440	6.8%
o	7440	6.8%
e	7440	6.8%
s	6126	5.6%
l	5952	5.5%
a	4464	4.1%
Other values (14)	35712	32.8%

Common

Value	Count	Frequency (%)
/	8928	15.4%
0	8612	14.8%
.	5952	10.3%
=	5952	10.3%
1	5232	9.0%
2	4940	8.5%
&	4464	7.7%
8	3599	6.2%
:	2976	5.1%
?	1488	2.6%
Other values (6)	5889	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	166830	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	10416	6.2%
t	8928	5.4%
/	8928	5.4%
0	8612	5.2%
d	7440	4.5%
n	7440	4.5%
b	7440	4.5%
o	7440	4.5%
e	7440	4.5%
s	6126	3.7%
Other values (30)	86620	51.9%

채권자명
Categorical

Distinct	44
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

경기도지사	566
대한민국정부인천지방조달청장	195
경기도소방재난본부장	128
경기도농업기술원장	120
대한민국정부서울지방조달청장	72
Other values (39)	407

Length

Max length	15
Median length	14
Mean length	7.9173387
Min length	3

Unique

Unique	7 ?
Unique (%)	0.5%

Sample

1st row	대한민국정부인천지방조달청장
2nd row	대한민국정부인천지방조달청장
3rd row	경기도지사
4th row	박경애
5th row	정봉수

Common Values

Value	Count	Frequency (%)
경기도지사	566	38.0%
대한민국정부인천지방조달청장	195	13.1%
경기도소방재난본부장	128	8.6%
경기도농업기술원장	120	8.1%
대한민국정부서울지방조달청장	72	4.8%
경기도건설본부장	45	3.0%
보건환경연구원장	41	2.8%
김종훈	37	2.5%
경기도해양수산자원연구소장	28	1.9%
박경애	27	1.8%
Other values (34)	229	15.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도지사	566	37.4%
대한민국정부인천지방조달청장	195	12.9%
경기도소방재난본부장	128	8.5%
경기도농업기술원장	120	7.9%
대한민국정부서울지방조달청장	72	4.8%
경기도건설본부장	45	3.0%
보건환경연구원장	41	2.7%
김종훈	37	2.4%
경기도해양수산자원연구소장	28	1.9%
박경애	27	1.8%
Other values (36)	254	16.8%

세부품명
Text

Distinct	433
Distinct (%)	29.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	23
Median length	15
Mean length	5.4354839
Min length	1

Characters and Unicode

Total characters	8088
Distinct characters	395
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	210 ?
Unique (%)	14.1%

Sample

1st row	상향류식여과장치
2nd row	상향류식여과장치
3rd row	영상감시장치
4th row	가성소다
5th row	왕복식진탕기

Value	Count	Frequency (%)
시약키트	58	3.9%
레미콘	57	3.8%
혼합골재	39	2.6%
핵산추출기	31	2.1%
수동식소화기	24	1.6%
유전자증폭기	24	1.6%
일반검사용시약	22	1.5%
아스팔트콘크리트	20	1.3%
화상분석시스템	19	1.3%
자동차용휘발유	18	1.2%
Other values (423)	1176	79.0%

Most occurring characters

Value	Count	Frequency (%)
기	532	6.6%
용	252	3.1%
트	219	2.7%
시	183	2.3%
스	163	2.0%
약	151	1.9%
전	133	1.6%
유	124	1.5%
장	123	1.5%
크	115	1.4%
Other values (385)	6093	75.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8014	99.1%
Uppercase Letter	63	0.8%
Decimal Number	5	0.1%
Other Punctuation	3	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	532	6.6%
용	252	3.1%
트	219	2.7%
시	183	2.3%
스	163	2.0%
약	151	1.9%
전	133	1.7%
유	124	1.5%
장	123	1.5%
크	115	1.4%
Other values (371)	6019	75.1%

Uppercase Letter

Value	Count	Frequency (%)
D	18	28.6%
E	10	15.9%
L	10	15.9%
B	8	12.7%
O	7	11.1%
I	6	9.5%
P	4	6.3%

Decimal Number

Value	Count	Frequency (%)
1	3	60.0%
3	1	20.0%
8	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
·	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8014	99.1%
Latin	63	0.8%
Common	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	532	6.6%
용	252	3.1%
트	219	2.7%
시	183	2.3%
스	163	2.0%
약	151	1.9%
전	133	1.7%
유	124	1.5%
장	123	1.5%
크	115	1.4%
Other values (371)	6019	75.1%

Latin

Value	Count	Frequency (%)
D	18	28.6%
E	10	15.9%
L	10	15.9%
B	8	12.7%
O	7	11.1%
I	6	9.5%
P	4	6.3%

Common

Value	Count	Frequency (%)
·	3	27.3%
1	3	27.3%
3	1	9.1%
8	1	9.1%
(	1	9.1%
)	1	9.1%
-	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8014	99.1%
ASCII	71	0.9%
None	3	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	532	6.6%
용	252	3.1%
트	219	2.7%
시	183	2.3%
스	163	2.0%
약	151	1.9%
전	133	1.7%
유	124	1.5%
장	123	1.5%
크	115	1.4%
Other values (371)	6019	75.1%

ASCII

Value	Count	Frequency (%)
D	18	25.4%
E	10	14.1%
L	10	14.1%
B	8	11.3%
O	7	9.9%
I	6	8.5%
P	4	5.6%
1	3	4.2%
3	1	1.4%
8	1	1.4%
Other values (3)	3	4.2%

None

Value	Count	Frequency (%)
·	3	100.0%

물품규격명
Text

Distinct	360
Distinct (%)	24.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	63
Median length	50
Mean length	9.8642473
Min length	1

Characters and Unicode

Total characters	14678
Distinct characters	411
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	228 ?
Unique (%)	15.3%

Sample

1st row	내역서 참조
2nd row	W1.0xH1.5mxL5.09m
3rd row	과업지시서 및 내역서참조
4th row	세부내역서 참조
5th row	물품구매내역서 및 규격서 참조

Value	Count	Frequency (%)
참조	756	21.7%
규격서	553	15.9%
참고	145	4.2%
및	120	3.4%
시방서	102	2.9%
붙임	64	1.8%
구매내역서	57	1.6%
붙임참조	54	1.5%
물품내역서	47	1.3%
규격	44	1.3%
Other values (600)	1545	44.3%

Most occurring characters

Value	Count	Frequency (%)
	2008	13.7%
서	1102	7.5%
참	1009	6.9%
조	887	6.0%
규	732	5.0%
격	727	5.0%
0	369	2.5%
1	225	1.5%
,	220	1.5%
고	220	1.5%
Other values (401)	7179	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9166	62.4%
Space Separator	2008	13.7%
Decimal Number	1361	9.3%
Lowercase Letter	811	5.5%
Uppercase Letter	498	3.4%
Other Punctuation	402	2.7%
Dash Punctuation	146	1.0%
Open Punctuation	114	0.8%
Close Punctuation	114	0.8%
Other Symbol	31	0.2%
Other values (3)	27	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	1102	12.0%
참	1009	11.0%
조	887	9.7%
규	732	8.0%
격	727	7.9%
고	220	2.4%
시	209	2.3%
내	209	2.3%
역	186	2.0%
방	143	1.6%
Other values (316)	3742	40.8%

Uppercase Letter

Value	Count	Frequency (%)
A	51	10.2%
P	48	9.6%
S	39	7.8%
C	38	7.6%
N	35	7.0%
M	29	5.8%
L	26	5.2%
H	21	4.2%
G	21	4.2%
R	20	4.0%
Other values (16)	170	34.1%

Lowercase Letter

Value	Count	Frequency (%)
m	216	26.6%
o	64	7.9%
e	62	7.6%
t	56	6.9%
i	47	5.8%
n	44	5.4%
l	41	5.1%
a	34	4.2%
s	34	4.2%
g	33	4.1%
Other values (14)	180	22.2%

Decimal Number

Value	Count	Frequency (%)
0	369	27.1%
1	225	16.5%
5	194	14.3%
4	151	11.1%
2	144	10.6%
3	84	6.2%
8	64	4.7%
7	56	4.1%
9	37	2.7%
6	37	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	220	54.7%
*	53	13.2%
/	47	11.7%
.	32	8.0%
#	16	4.0%
&	12	3.0%
;	11	2.7%
:	11	2.7%

Other Symbol

Value	Count	Frequency (%)
㎡	13	41.9%
㎜	12	38.7%
°	3	9.7%
㎖	1	3.2%
㎥	1	3.2%
㈜	1	3.2%

Math Symbol

Value	Count	Frequency (%)
~	8	32.0%
=	6	24.0%
×	5	20.0%
+	5	20.0%
∮	1	4.0%

Space Separator

Value	Count	Frequency (%)
	2008	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	146	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9167	62.5%
Common	4202	28.6%
Latin	1291	8.8%
Greek	18	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	1102	12.0%
참	1009	11.0%
조	887	9.7%
규	732	8.0%
격	727	7.9%
고	220	2.4%
시	209	2.3%
내	209	2.3%
역	186	2.0%
방	143	1.6%
Other values (317)	3743	40.8%

Latin

Value	Count	Frequency (%)
m	216	16.7%
o	64	5.0%
e	62	4.8%
t	56	4.3%
A	51	4.0%
P	48	3.7%
i	47	3.6%
n	44	3.4%
l	41	3.2%
S	39	3.0%
Other values (39)	623	48.3%

Common

Value	Count	Frequency (%)
	2008	47.8%
0	369	8.8%
1	225	5.4%
,	220	5.2%
5	194	4.6%
4	151	3.6%
-	146	3.5%
2	144	3.4%
(	114	2.7%
)	114	2.7%
Other values (24)	517	12.3%

Greek

Value	Count	Frequency (%)
Φ	18	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9166	62.4%
ASCII	5455	37.2%
None	29	0.2%
CJK Compat	27	0.2%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2008	36.8%
0	369	6.8%
1	225	4.1%
,	220	4.0%
m	216	4.0%
5	194	3.6%
4	151	2.8%
-	146	2.7%
2	144	2.6%
(	114	2.1%
Other values (65)	1668	30.6%

Hangul

Value	Count	Frequency (%)
서	1102	12.0%
참	1009	11.0%
조	887	9.7%
규	732	8.0%
격	727	7.9%
고	220	2.4%
시	209	2.3%
내	209	2.3%
역	186	2.0%
방	143	1.6%
Other values (316)	3742	40.8%

None

Value	Count	Frequency (%)
Φ	18	62.1%
×	5	17.2%
°	3	10.3%
Ø	2	6.9%
㈜	1	3.4%

CJK Compat

Value	Count	Frequency (%)
㎡	13	48.1%
㎜	12	44.4%
㎖	1	3.7%
㎥	1	3.7%

Math Operators

Value	Count	Frequency (%)
∮	1	100.0%

물품수량
Real number (ℝ)

SKEWED

Distinct	275
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4872.321

Minimum	1
Maximum	1280000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	120
95-th percentile	10000
Maximum	1280000
Range	1279999
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	47055.02
Coefficient of variation (CV)	9.657619
Kurtosis	483.58214
Mean	4872.321
Median Absolute Deviation (MAD)	0
Skewness	20.352338
Sum	7250013.7
Variance	2.2141749 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0	902	60.6%
2.0	47	3.2%
4.0	19	1.3%
5.0	13	0.9%
600.0	10	0.7%
6.0	9	0.6%
47.0	9	0.6%
163.0	9	0.6%
98.0	8	0.5%
8.0	8	0.5%
Other values (265)	454	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	902	60.6%
2.0	47	3.2%
3.0	7	0.5%
4.0	19	1.3%
5.0	13	0.9%
6.0	9	0.6%
7.0	3	0.2%
8.0	8	0.5%
9.0	5	0.3%
10.0	1	0.1%

Value	Count	Frequency (%)
1280000.0	1	0.1%
950000.0	1	0.1%
514950.0	1	0.1%
332430.0	1	0.1%
250000.0	1	0.1%
212100.0	2	0.1%
200000.0	1	0.1%
175000.0	2	0.1%
172000.0	1	0.1%
130950.0	1	0.1%

물품단위
Text

Distinct	63
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Length

Max length	10
Median length	1
Mean length	1.4616935
Min length	1

Characters and Unicode

Total characters	2175
Distinct characters	76
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	20 ?
Unique (%)	1.3%

Sample

1st row	식
2nd row	식
3rd row	대
4th row	식
5th row	set

Value	Count	Frequency (%)
식	691	45.7%
set	123	8.1%
대	119	7.9%
㎥	76	5.0%
개	75	5.0%
점	61	4.0%
리터	49	3.2%
ea	43	2.8%
system	24	1.6%
㎡	21	1.4%
Other values (41)	229	15.2%

Most occurring characters

Value	Count	Frequency (%)
식	691	31.8%
s	181	8.3%
e	170	7.8%
t	143	6.6%
대	119	5.5%
㎥	76	3.5%
개	76	3.5%
점	61	2.8%
리	50	2.3%
터	50	2.3%
Other values (66)	558	25.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1244	57.2%
Lowercase Letter	723	33.2%
Other Symbol	97	4.5%
Uppercase Letter	69	3.2%
Space Separator	23	1.1%
Other Punctuation	7	0.3%
Decimal Number	6	0.3%
Open Punctuation	3	0.1%
Close Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	691	55.5%
대	119	9.6%
개	76	6.1%
점	61	4.9%
리	50	4.0%
터	50	4.0%
등	18	1.4%
종	18	1.4%
본	14	1.1%
트	14	1.1%
Other values (29)	133	10.7%

Lowercase Letter

Value	Count	Frequency (%)
s	181	25.0%
e	170	23.5%
t	143	19.8%
a	36	5.0%
y	36	5.0%
m	36	5.0%
o	25	3.5%
k	23	3.2%
x	21	2.9%
b	21	2.9%
Other values (5)	31	4.3%

Uppercase Letter

Value	Count	Frequency (%)
E	21	30.4%
T	15	21.7%
S	14	20.3%
A	8	11.6%
L	3	4.3%
O	2	2.9%
K	2	2.9%
X	1	1.4%
B	1	1.4%
N	1	1.4%

Other Punctuation

Value	Count	Frequency (%)
,	5	71.4%
.	1	14.3%
/	1	14.3%

Decimal Number

Value	Count	Frequency (%)
3	3	50.0%
1	2	33.3%
0	1	16.7%

Other Symbol

Value	Count	Frequency (%)
㎥	76	78.4%
㎡	21	21.6%

Space Separator

Value	Count	Frequency (%)
	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1244	57.2%
Latin	790	36.3%
Common	141	6.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	691	55.5%
대	119	9.6%
개	76	6.1%
점	61	4.9%
리	50	4.0%
터	50	4.0%
등	18	1.4%
종	18	1.4%
본	14	1.1%
트	14	1.1%
Other values (29)	133	10.7%

Latin

Value	Count	Frequency (%)
s	181	22.9%
e	170	21.5%
t	143	18.1%
a	36	4.6%
y	36	4.6%
m	36	4.6%
o	25	3.2%
k	23	2.9%
E	21	2.7%
x	21	2.7%
Other values (15)	98	12.4%

Common

Value	Count	Frequency (%)
㎥	76	53.9%
	23	16.3%
㎡	21	14.9%
,	5	3.5%
3	3	2.1%
(	3	2.1%
)	3	2.1%
ℓ	2	1.4%
1	2	1.4%
.	1	0.7%
Other values (2)	2	1.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1244	57.2%
ASCII	832	38.3%
CJK Compat	97	4.5%
Letterlike Symbols	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	691	55.5%
대	119	9.6%
개	76	6.1%
점	61	4.9%
리	50	4.0%
터	50	4.0%
등	18	1.4%
종	18	1.4%
본	14	1.1%
트	14	1.1%
Other values (29)	133	10.7%

ASCII

Value	Count	Frequency (%)
s	181	21.8%
e	170	20.4%
t	143	17.2%
a	36	4.3%
y	36	4.3%
m	36	4.3%
o	25	3.0%
	23	2.8%
k	23	2.8%
E	21	2.5%
Other values (24)	138	16.6%

CJK Compat

Value	Count	Frequency (%)
㎥	76	78.4%
㎡	21	21.6%

Letterlike Symbols

Value	Count	Frequency (%)
ℓ	2	100.0%

물품단가
Real number (ℝ)

MISSING

Distinct	188
Distinct (%)	69.6%
Missing	1218
Missing (%)	81.9%
Infinite	0
Infinite (%)	0.0%
Mean	5.4663719 × 10⁸

Minimum	935
Maximum	6.695 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	935
5-th percentile	65895.5
Q1	59372500
median	1.784 × 10⁸
Q3	4.7262956 × 10⁸
95-th percentile	2.6809115 × 10⁹
Maximum	6.695 × 10⁹
Range	6.6949991 × 10⁹
Interquartile range (IQR)	4.1325706 × 10⁸

Descriptive statistics

Standard deviation	1.1143375 × 10⁹
Coefficient of variation (CV)	2.0385322
Kurtosis	15.00423
Mean	5.4663719 × 10⁸
Median Absolute Deviation (MAD)	1.693609 × 10⁸
Skewness	3.7519038
Sum	1.4759204 × 10¹¹
Variance	1.2417481 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107360	9	0.6%
63110	6	0.4%
58101120	4	0.3%
105000	4	0.3%
213244810	4	0.3%
5391000000	3	0.2%
4945500000	3	0.2%
231088000	3	0.2%
68229000	3	0.2%
2996000000	3	0.2%
Other values (178)	228	15.3%
(Missing)	1218	81.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
935	1	0.1%
7480	1	0.1%
14500	2	0.1%
17600	1	0.1%
18500	2	0.1%
22000	1	0.1%
63110	6	0.4%
69300	3	0.2%
72600	3	0.2%
105000	4	0.3%

Value	Count	Frequency (%)
6695000000	3	0.2%
5391000000	3	0.2%
4945500000	3	0.2%
3301823000	1	0.1%
3091990000	1	0.1%
2996000000	3	0.2%
2295803400	1	0.1%
2080000000	3	0.2%
1900885800	1	0.1%
1780000000	1	0.1%

납품기한일시
Date

MISSING

Distinct	95
Distinct (%)	19.1%
Missing	990
Missing (%)	66.5%
Memory size	11.8 KiB

Minimum	2019-04-30 00:00:00
Maximum	2025-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

납품일수
Real number (ℝ)

MISSING ZEROS

Distinct	36
Distinct (%)	3.2%
Missing	362
Missing (%)	24.3%
Infinite	0
Infinite (%)	0.0%
Mean	59.150977

Minimum	0
Maximum	1240
Zeros	148
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	30
Q3	60
95-th percentile	180
Maximum	1240
Range	1240
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	82.011459
Coefficient of variation (CV)	1.3864768
Kurtosis	51.297781
Mean	59.150977
Median Absolute Deviation (MAD)	30
Skewness	5.6396259
Sum	66604
Variance	6725.8794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
30	357	24.0%
60	242	16.3%
0	148	9.9%
90	91	6.1%
40	53	3.6%
120	21	1.4%
45	21	1.4%
50	20	1.3%
180	18	1.2%
210	18	1.2%
Other values (26)	137	9.2%
(Missing)	362	24.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	148	9.9%
7	1	0.1%
10	11	0.7%
14	4	0.3%
15	16	1.1%
20	17	1.1%
25	7	0.5%
27	1	0.1%
28	1	0.1%
29	2	0.1%

Value	Count	Frequency (%)
1240	1	0.1%
540	13	0.9%
365	6	0.4%
360	2	0.1%
330	2	0.1%
300	1	0.1%
250	1	0.1%
240	8	0.5%
210	18	1.2%
180	18	1.2%

인도조건명
Categorical

Distinct	19
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

수요기관희망장소입고도	427
현장설치도	290
과업내역에 따름	201
납품장소 입고도	181
납품장소 하차도	177
Other values (14)	212

Length

Max length	16
Median length	11
Mean length	7.983871
Min length	3

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

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

Common Values

Value	Count	Frequency (%)
수요기관희망장소입고도	427	28.7%
현장설치도	290	19.5%
과업내역에 따름	201	13.5%
납품장소 입고도	181	12.2%
납품장소 하차도	177	11.9%
공사현장하차도	48	3.2%
<NA>	37	2.5%
현장도착도	37	2.5%
기타사항참조	20	1.3%
납품장소도	20	1.3%
Other values (9)	50	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
수요기관희망장소입고도	427	20.6%
납품장소	362	17.5%
현장설치도	290	14.0%
과업내역에	201	9.7%
따름	201	9.7%
입고도	181	8.7%
하차도	179	8.6%
공사현장하차도	48	2.3%
na	37	1.8%
현장도착도	37	1.8%
Other values (11)	107	5.2%

공동수급방식명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

공동수급불허	1208
<NA>	245
공동이행	16
분담이행	10
공동+분담이행	9

Length

Max length	7
Median length	6
Mean length	5.6418011
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동수급불허	1208	81.2%
<NA>	245	16.5%
공동이행	16	1.1%
분담이행	10	0.7%
공동+분담이행	9	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동수급불허	1208	81.2%
na	245	16.5%
공동이행	16	1.1%
분담이행	10	0.7%
공동+분담이행	9	0.6%

지사투찰허용여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.2%
Missing	562
Missing (%)	37.8%
Memory size	3.0 KiB

False	916
True	10
(Missing)	562

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	916	61.6%
True	10	0.7%
(Missing)	562	37.8%

지명경쟁여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

False	1459
True	29

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1459	98.1%
True	29	1.9%

예비가격재작성방법명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	567
재입찰시 기존 예비가격을 사용하여 예정가격이 산정됩니다.	487
<NA>	434

Length

Max length	31
Median length	31
Mean length	23.125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	567	38.1%
재입찰시 기존 예비가격을 사용하여 예정가격이 산정됩니다.	487	32.7%
<NA>	434	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
재입찰시	1054	15.6%
예비가격을	1054	15.6%
예정가격이	1054	15.6%
산정됩니다	1054	15.6%
다시	567	8.4%
생성하여	567	8.4%
기존	487	7.2%
사용하여	487	7.2%
na	434	6.4%

실적신청서접수방법명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

<NA>	739
없음	739
수기	10

Length

Max length	4
Median length	2
Mean length	2.9932796
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	739	49.7%
없음	739	49.7%
수기	10	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	739	49.7%
없음	739	49.7%
수기	10	0.7%

실적신청서접수일시
Date

MISSING

Distinct	8
Distinct (%)	80.0%
Missing	1478
Missing (%)	99.3%
Memory size	11.8 KiB

Minimum	2019-03-18 18:00:00
Maximum	2023-02-09 10:00:00

Histogram

Histogram with fixed size bins (bins=8)

발주계획통합번호
Text

MISSING

Distinct	776
Distinct (%)	67.6%
Missing	340
Missing (%)	22.8%
Memory size	11.8 KiB

Length

Max length	23
Median length	23
Mean length	23
Min length	23

Characters and Unicode

Total characters	26404
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	596 ?
Unique (%)	51.9%

Sample

1st row	1-3-2024-6410000-000063
2nd row	1-3-2024-6412103-000009
3rd row	1-3-2024-6412103-000009
4th row	1-3-2024-6412103-000009
5th row	1-3-2024-6412103-000009

Value	Count	Frequency (%)
1-3-2019-6410000-000058	19	1.7%
1-3-2020-6410000-000025	12	1.0%
1-3-2020-zy00267-000034	12	1.0%
1-3-2019-6410593-000003	10	0.9%
1-3-2019-6410000-000034	7	0.6%
1-3-2019-6411789-000003	7	0.6%
1-3-2020-6412103-000009	7	0.6%
1-3-2020-6410193-000001	6	0.5%
1-3-2020-zy00267-000047	6	0.5%
1-3-2019-6410848-000001	6	0.5%
Other values (766)	1056	92.0%

Most occurring characters

Value	Count	Frequency (%)
0	9023	34.2%
-	4592	17.4%
1	3321	12.6%
2	2662	10.1%
3	1848	7.0%
6	1452	5.5%
4	1277	4.8%
9	733	2.8%
5	493	1.9%
7	441	1.7%
Other values (4)	562	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21489	81.4%
Dash Punctuation	4592	17.4%
Uppercase Letter	323	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9023	42.0%
1	3321	15.5%
2	2662	12.4%
3	1848	8.6%
6	1452	6.8%
4	1277	5.9%
9	733	3.4%
5	493	2.3%
7	441	2.1%
8	239	1.1%

Uppercase Letter

Value	Count	Frequency (%)
Z	161	49.8%
Y	161	49.8%
B	1	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	4592	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26081	98.8%
Latin	323	1.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9023	34.6%
-	4592	17.6%
1	3321	12.7%
2	2662	10.2%
3	1848	7.1%
6	1452	5.6%
4	1277	4.9%
9	733	2.8%
5	493	1.9%
7	441	1.7%

Latin

Value	Count	Frequency (%)
Z	161	49.8%
Y	161	49.8%
B	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26404	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9023	34.2%
-	4592	17.4%
1	3321	12.6%
2	2662	10.1%
3	1848	7.0%
6	1452	5.5%
4	1277	4.8%
9	733	2.8%
5	493	1.9%
7	441	1.7%
Other values (4)	562	2.1%

낙찰하한율
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	0.6%
Missing	229
Missing (%)	15.4%
Infinite	0
Infinite (%)	0.0%
Mean	86.438102

Minimum	80.495
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	80.495
5-th percentile	80.495
Q1	84.245
median	87.995
Q3	88
95-th percentile	90
Maximum	90
Range	9.505
Interquartile range (IQR)	3.755

Descriptive statistics

Standard deviation	2.5747235
Coefficient of variation (CV)	0.029786905
Kurtosis	-0.20765022
Mean	86.438102
Median Absolute Deviation (MAD)	0.05
Skewness	-0.80762992
Sum	108825.57
Variance	6.6292012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
88.0	430	28.9%
84.245	381	25.6%
87.945	137	9.2%
90.0	111	7.5%
80.495	99	6.7%
87.995	96	6.5%
87.745	3	0.2%
85.0	2	0.1%
(Missing)	229	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80.495	99	6.7%
84.245	381	25.6%
85.0	2	0.1%
87.745	3	0.2%
87.945	137	9.2%
87.995	96	6.5%
88.0	430	28.9%
90.0	111	7.5%

Value	Count	Frequency (%)
90.0	111	7.5%
88.0	430	28.9%
87.995	96	6.5%
87.945	137	9.2%
87.745	3	0.2%
85.0	2	0.1%
84.245	381	25.6%
80.495	99	6.7%

등록일시
Date

Distinct	1311
Distinct (%)	88.1%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

Minimum	2019-01-07 18:01:28
Maximum	2024-05-01 09:20:21

Histogram

Histogram with fixed size bins (bins=50)

사전규격등록번호
Real number (ℝ)

MISSING

Distinct	626
Distinct (%)	68.6%
Missing	576
Missing (%)	38.7%
Infinite	0
Infinite (%)	0.0%
Mean	835754.84

Minimum	664192
Maximum	1438449
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	664192
5-th percentile	694802
Q1	729681
median	818073.5
Q3	878034
95-th percentile	1254594.7
Maximum	1438449
Range	774257
Interquartile range (IQR)	148353

Descriptive statistics

Standard deviation	146649.69
Coefficient of variation (CV)	0.17546975
Kurtosis	4.3960663
Mean	835754.84
Median Absolute Deviation (MAD)	81211.5
Skewness	1.9925389
Sum	7.6220841 × 10⁸
Variance	2.1506132 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
731372	19	1.3%
836219	12	0.8%
870095	9	0.6%
903390	6	0.4%
868019	6	0.4%
854086	6	0.4%
733688	6	0.4%
712242	5	0.3%
698795	5	0.3%
866783	5	0.3%
Other values (616)	833	56.0%
(Missing)	576	38.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
664192	3	0.2%
664194	3	0.2%
668917	1	0.1%
669600	1	0.1%
670727	1	0.1%
671033	1	0.1%
671889	1	0.1%
672229	1	0.1%
672444	1	0.1%
675121	1	0.1%

Value	Count	Frequency (%)
1438449	1	0.1%
1432555	1	0.1%
1430486	1	0.1%
1425955	1	0.1%
1422436	1	0.1%
1416392	1	0.1%
1416379	1	0.1%
1416348	1	0.1%
1413533	1	0.1%
1411659	1	0.1%

정보화사업여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.7%
Missing	1218
Missing (%)	81.9%
Memory size	3.0 KiB

False	265
True	5
(Missing)	1218

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	265	17.8%
True	5	0.3%
(Missing)	1218	81.9%

낙찰방법명
Categorical

Distinct	19
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

제한적최저가(낙찰하한율)	559
적격심사(추정가격 고시금액미만)	371
중기간 경쟁물품 계약이행능력심사(중기부 공고-추정가격 고시금액 미만)	101
수의(최저가)	96
적격심사(추정가격 고시금액이상 10억원 미만)	92
Other values (14)	269

Length

Max length	44
Median length	43
Mean length	18.44422
Min length	6

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	수의(최저가)
2nd row	수의(최저가)
3rd row	중기간 경쟁물품 계약이행능력심사(중기부 공고-추정가격 고시금액 미만)
4th row	제한적최저가(낙찰하한율)
5th row	제한적최저가(낙찰하한율)

Common Values

Value	Count	Frequency (%)
제한적최저가(낙찰하한율)	559	37.6%
적격심사(추정가격 고시금액미만)	371	24.9%
중기간 경쟁물품 계약이행능력심사(중기부 공고-추정가격 고시금액 미만)	101	6.8%
수의(최저가)	96	6.5%
적격심사(추정가격 고시금액이상 10억원 미만)	92	6.2%
제안서적격자중 예가내 최저투찰자	72	4.8%
중기간 경쟁물품 계약이행능력심사(중기부 공고-추정가격 10억미만 고시금액 이상)	46	3.1%
중기간 경쟁물품 계약이행능력심사(조달청 공고-추정가격 고시금액미만)	46	3.1%
최저가낙찰자결정	29	1.9%
기타(수기입찰)	19	1.3%
Other values (9)	57	3.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제한적최저가(낙찰하한율	559	16.1%
적격심사(추정가격	469	13.5%
고시금액미만	417	12.0%
중기간	221	6.4%
경쟁물품	221	6.4%
공고-추정가격	221	6.4%
미만	193	5.6%
고시금액	165	4.8%
계약이행능력심사(중기부	149	4.3%
수의(최저가	96	2.8%
Other values (26)	758	21.9%

변경일시
Date

MISSING

Distinct	35
Distinct (%)	76.1%
Missing	1442
Missing (%)	96.9%
Memory size	11.8 KiB

Minimum	2019-04-09 15:56:39
Maximum	2024-05-16 16:57:20

Histogram

Histogram with fixed size bins (bins=35)

변경공고사유
Text

MISSING

Distinct	136
Distinct (%)	72.0%
Missing	1299
Missing (%)	87.3%
Memory size	11.8 KiB

Length

Max length	298
Median length	78
Mean length	34.031746
Min length	2

Characters and Unicode

Total characters	6432
Distinct characters	319
Distinct categories	14 ?
Distinct scripts	3 ?
Distinct blocks	8 ?

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

Unique

Unique	109 ?
Unique (%)	57.7%

Sample

1st row	개찰일시가 2024.02.19.이 아니라 2022.02.19.이라 적혀 있어 새로 공고 예정
2nd row	규격서 및 계약특수조건 변경(구매수량 수정보완)
3rd row	입찰참가자격 변경에 따른 취소공고(신규공고 예정)
4th row	수정
5th row	물품내역서 단위 변경에 따른 견적서 제출기간 변경 4.20(목)10:00~4.25.(화)10:00 공고문 수정

Value	Count	Frequency (%)
및	38	2.7%
변경	32	2.3%
수정	28	2.0%
취소	24	1.7%
재공고	23	1.6%
후	21	1.5%
따른	21	1.5%
공고문	20	1.4%
정정	17	1.2%
입찰	15	1.1%
Other values (523)	1155	82.9%

Most occurring characters

Value	Count	Frequency (%)
	1238	19.2%
공	170	2.6%
고	165	2.6%
정	147	2.3%
입	115	1.8%
찰	101	1.6%
소	94	1.5%
0	79	1.2%
제	78	1.2%
자	74	1.2%
Other values (309)	4171	64.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4186	65.1%
Space Separator	1238	19.2%
Decimal Number	365	5.7%
Other Punctuation	251	3.9%
Lowercase Letter	167	2.6%
Uppercase Letter	64	1.0%
Close Punctuation	63	1.0%
Open Punctuation	54	0.8%
Dash Punctuation	20	0.3%
Math Symbol	8	0.1%
Other values (4)	16	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	170	4.1%
고	165	3.9%
정	147	3.5%
입	115	2.7%
찰	101	2.4%
소	94	2.2%
제	78	1.9%
자	74	1.8%
경	74	1.8%
수	73	1.7%
Other values (238)	3095	73.9%

Lowercase Letter

Value	Count	Frequency (%)
o	25	15.0%
t	21	12.6%
e	21	12.6%
n	15	9.0%
l	12	7.2%
i	9	5.4%
s	9	5.4%
a	9	5.4%
u	9	5.4%
c	6	3.6%
Other values (9)	31	18.6%

Uppercase Letter

Value	Count	Frequency (%)
S	10	15.6%
P	9	14.1%
D	8	12.5%
A	7	10.9%
X	6	9.4%
N	6	9.4%
G	4	6.2%
C	3	4.7%
R	3	4.7%
E	3	4.7%
Other values (3)	5	7.8%

Decimal Number

Value	Count	Frequency (%)
0	79	21.6%
2	63	17.3%
1	61	16.7%
3	39	10.7%
4	38	10.4%
9	28	7.7%
6	22	6.0%
8	16	4.4%
5	12	3.3%
7	7	1.9%

Other Punctuation

Value	Count	Frequency (%)
.	73	29.1%
#	36	14.3%
&	36	14.3%
;	36	14.3%
,	35	13.9%
:	28	11.2%
※	2	0.8%
%	2	0.8%
*	2	0.8%
/	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	60	95.2%
]	1	1.6%
』	1	1.6%
」	1	1.6%

Open Punctuation

Value	Count	Frequency (%)
(	51	94.4%
[	1	1.9%
「	1	1.9%
『	1	1.9%

Math Symbol

Value	Count	Frequency (%)
→	4	50.0%
~	4	50.0%

Initial Punctuation

Value	Count	Frequency (%)
“	3	75.0%
‘	1	25.0%

Final Punctuation

Value	Count	Frequency (%)
”	3	75.0%
’	1	25.0%

Other Number

Value	Count	Frequency (%)
①	3	50.0%
②	3	50.0%

Space Separator

Value	Count	Frequency (%)
	1238	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	20	100.0%

Other Symbol

Value	Count	Frequency (%)
○	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4186	65.1%
Common	2015	31.3%
Latin	231	3.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	170	4.1%
고	165	3.9%
정	147	3.5%
입	115	2.7%
찰	101	2.4%
소	94	2.2%
제	78	1.9%
자	74	1.8%
경	74	1.8%
수	73	1.7%
Other values (238)	3095	73.9%

Common

Value	Count	Frequency (%)
	1238	61.4%
0	79	3.9%
.	73	3.6%
2	63	3.1%
1	61	3.0%
)	60	3.0%
(	51	2.5%
3	39	1.9%
4	38	1.9%
#	36	1.8%
Other values (29)	277	13.7%

Latin

Value	Count	Frequency (%)
o	25	10.8%
t	21	9.1%
e	21	9.1%
n	15	6.5%
l	12	5.2%
S	10	4.3%
i	9	3.9%
s	9	3.9%
P	9	3.9%
a	9	3.9%
Other values (22)	91	39.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4183	65.0%
ASCII	2220	34.5%
Punctuation	10	0.2%
Enclosed Alphanum	6	0.1%
Arrows	4	0.1%
None	4	0.1%
Compat Jamo	3	< 0.1%
Geometric Shapes	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1238	55.8%
0	79	3.6%
.	73	3.3%
2	63	2.8%
1	61	2.7%
)	60	2.7%
(	51	2.3%
3	39	1.8%
4	38	1.7%
#	36	1.6%
Other values (48)	482	21.7%

Hangul

Value	Count	Frequency (%)
공	170	4.1%
고	165	3.9%
정	147	3.5%
입	115	2.7%
찰	101	2.4%
소	94	2.2%
제	78	1.9%
자	74	1.8%
경	74	1.8%
수	73	1.7%
Other values (237)	3092	73.9%

Arrows

Value	Count	Frequency (%)
→	4	100.0%

Punctuation

Value	Count	Frequency (%)
“	3	30.0%
”	3	30.0%
※	2	20.0%
‘	1	10.0%
’	1	10.0%

Enclosed Alphanum

Value	Count	Frequency (%)
①	3	50.0%
②	3	50.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	3	100.0%

Geometric Shapes

Value	Count	Frequency (%)
○	2	100.0%

None

Value	Count	Frequency (%)
』	1	25.0%
「	1	25.0%
」	1	25.0%
『	1	25.0%

재입찰개찰일시
Date

MISSING

Distinct	4
Distinct (%)	80.0%
Missing	1483
Missing (%)	99.7%
Memory size	11.8 KiB

Minimum	2019-02-21 11:00:00
Maximum	2019-05-02 13:00:00

Histogram

Histogram with fixed size bins (bins=4)

입찰분류아이디
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

1	985
<NA>	501
2	2

Length

Max length	4
Median length	1
Mean length	2.0100806
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	985	66.2%
<NA>	501	33.7%
2	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	985	66.2%
na	501	33.7%
2	2	0.1%

[기초금액]기초금액
Real number (ℝ)

MISSING

Distinct	736
Distinct (%)	74.6%
Missing	501
Missing (%)	33.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.9859826 × 10⁸

Minimum	769
Maximum	6.382106 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	769
5-th percentile	6050355
Q1	33641245
median	59840000
Q3	1.4977475 × 10⁸
95-th percentile	7.826 × 10⁸
Maximum	6.382106 × 10⁹
Range	6.3821052 × 10⁹
Interquartile range (IQR)	1.161335 × 10⁸

Descriptive statistics

Standard deviation	5.4909743 × 10⁸
Coefficient of variation (CV)	2.7648653
Kurtosis	61.928522
Mean	1.9859826 × 10⁸
Median Absolute Deviation (MAD)	36960000
Skewness	7.2101705
Sum	1.9601648 × 10¹¹
Variance	3.0150799 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88220000.0	12	0.8%
35380000.0	10	0.7%
74900000.0	6	0.4%
31936080.0	6	0.4%
33450000.0	6	0.4%
66500000.0	6	0.4%
3916.0	6	0.4%
39633800.0	6	0.4%
55800000.0	6	0.4%
131568000.0	6	0.4%
Other values (726)	917	61.6%
(Missing)	501	33.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
769.0	1	0.1%
868.22	2	0.1%
920.36	1	0.1%
992.21	1	0.1%
997.31	1	0.1%
997.79	1	0.1%
1064.43	1	0.1%
1279.0	1	0.1%
1298.83	1	0.1%
1451.0	3	0.2%

Value	Count	Frequency (%)
6382106000.0	2	0.1%
5229200000.0	2	0.1%
4720400000.0	1	0.1%
4349100000.0	2	0.1%
3740409120.0	1	0.1%
3516992640.0	1	0.1%
2995300000.0	1	0.1%
2906000000.0	2	0.1%
2855101000.0	1	0.1%
1974483000.0	2	0.1%

[기초금액]기초금액공개일시
Date

MISSING

Distinct	863
Distinct (%)	87.4%
Missing	501
Missing (%)	33.7%
Memory size	11.8 KiB

Minimum	2019-01-11 13:36:28
Maximum	2024-04-25 11:53:26

Histogram

Histogram with fixed size bins (bins=50)

[기초금액]예비가격범위시작률
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

-3	983
<NA>	501
-2	4

Length

Max length	4
Median length	2
Mean length	2.6733871
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
-3	983	66.1%
<NA>	501	33.7%
-2	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	983	66.1%
na	501	33.7%
2	4	0.3%

[기초금액]예비가격범위종료율
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.8 KiB

3	983
<NA>	501
2	4

Length

Max length	4
Median length	1
Mean length	2.0100806
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	983	66.1%
<NA>	501	33.7%
2	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	983	66.1%
na	501	33.7%
2	4	0.3%

[기초금액]비고1
Text

MISSING

Distinct	21
Distinct (%)	84.0%
Missing	1463
Missing (%)	98.3%
Memory size	11.8 KiB

Length

Max length	339
Median length	37
Mean length	38.4
Min length	4

Characters and Unicode

Total characters	960
Distinct characters	173
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	18 ?
Unique (%)	72.0%

Sample

1st row	(부가가치세 포함)
2nd row	공고서참조
3rd row	리터당 가격
4th row	리터당 가격
5th row	리터당 가격

Value	Count	Frequency (%)
	19	9.8%
○	6	3.1%
등	5	2.6%
국민연금보험료	4	2.1%
국민건강보험료	4	2.1%
리터당	4	2.1%
가격	3	1.5%
본	3	1.5%
및	3	1.5%
참조	3	1.5%
Other values (97)	140	72.2%

Most occurring characters

Value	Count	Frequency (%)
	171	17.8%
#	38	4.0%
보	25	2.6%
,	23	2.4%
료	21	2.2%
험	18	1.9%
가	16	1.7%
0	16	1.7%
-	14	1.5%
:	13	1.4%
Other values (163)	605	63.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	569	59.3%
Space Separator	171	17.8%
Other Punctuation	91	9.5%
Decimal Number	87	9.1%
Dash Punctuation	14	1.5%
Lowercase Letter	8	0.8%
Open Punctuation	7	0.7%
Close Punctuation	7	0.7%
Other Symbol	6	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
보	25	4.4%
료	21	3.7%
험	18	3.2%
가	16	2.8%
정	12	2.1%
시	12	2.1%
기	11	1.9%
금	11	1.9%
조	11	1.9%
민	10	1.8%
Other values (142)	422	74.2%

Decimal Number

Value	Count	Frequency (%)
0	16	18.4%
7	11	12.6%
2	11	12.6%
1	10	11.5%
5	10	11.5%
3	10	11.5%
8	6	6.9%
9	5	5.7%
6	5	5.7%
4	3	3.4%

Other Punctuation

Value	Count	Frequency (%)
#	38	41.8%
,	23	25.3%
:	13	14.3%
.	10	11.0%
%	7	7.7%

Space Separator

Value	Count	Frequency (%)
	171	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Lowercase Letter

Value	Count	Frequency (%)
m	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Other Symbol

Value	Count	Frequency (%)
○	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	569	59.3%
Common	383	39.9%
Latin	8	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
보	25	4.4%
료	21	3.7%
험	18	3.2%
가	16	2.8%
정	12	2.1%
시	12	2.1%
기	11	1.9%
금	11	1.9%
조	11	1.9%
민	10	1.8%
Other values (142)	422	74.2%

Common

Value	Count	Frequency (%)
	171	44.6%
#	38	9.9%
,	23	6.0%
0	16	4.2%
-	14	3.7%
:	13	3.4%
7	11	2.9%
2	11	2.9%
.	10	2.6%
1	10	2.6%
Other values (10)	66	17.2%

Latin

Value	Count	Frequency (%)
m	8	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	568	59.2%
ASCII	385	40.1%
Geometric Shapes	6	0.6%
Compat Jamo	1	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	171	44.4%
#	38	9.9%
,	23	6.0%
0	16	4.2%
-	14	3.6%
:	13	3.4%
7	11	2.9%
2	11	2.9%
.	10	2.6%
1	10	2.6%
Other values (10)	68	17.7%

Hangul

Value	Count	Frequency (%)
보	25	4.4%
료	21	3.7%
험	18	3.2%
가	16	2.8%
정	12	2.1%
시	12	2.1%
기	11	1.9%
금	11	1.9%
조	11	1.9%
민	10	1.8%
Other values (141)	421	74.1%

Geometric Shapes

Value	Count	Frequency (%)
○	6	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅡ	1	100.0%

[기초금액]가용금액
Real number (ℝ)

MISSING

Distinct	114
Distinct (%)	72.6%
Missing	1331
Missing (%)	89.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.3704057 × 10⁸

Minimum	18500
Maximum	6.695 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	18500
5-th percentile	57013643
Q1	1.0889505 × 10⁸
median	2.1324481 × 10⁸
Q3	6.328784 × 10⁸
95-th percentile	2.996 × 10⁹
Maximum	6.695 × 10⁹
Range	6.6949815 × 10⁹
Interquartile range (IQR)	5.2398335 × 10⁸

Descriptive statistics

Standard deviation	1.1603034 × 10⁹
Coefficient of variation (CV)	1.8213963
Kurtosis	13.61516
Mean	6.3704057 × 10⁸
Median Absolute Deviation (MAD)	1.5022481 × 10⁸
Skewness	3.58877
Sum	1.0001537 × 10¹¹
Variance	1.3463039 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78092960	6	0.4%
57013643	6	0.4%
213244810	3	0.2%
958487172	3	0.2%
58101120	3	0.2%
33300000	3	0.2%
1032258000	3	0.2%
5391000000	2	0.1%
231088000	2	0.1%
63020000	2	0.1%
Other values (104)	124	8.3%
(Missing)	1331	89.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18500	1	0.1%
33300000	3	0.2%
56000000	1	0.1%
56088901	1	0.1%
57013643	6	0.4%
58101120	3	0.2%
59290000	1	0.1%
59928000	2	0.1%
62350500	1	0.1%
63000000	2	0.1%

Value	Count	Frequency (%)
6695000000	2	0.1%
5391000000	2	0.1%
4945500000	2	0.1%
3301823000	1	0.1%
2996000000	2	0.1%
2080000000	2	0.1%
1780000000	1	0.1%
1525000000	2	0.1%
1500000000	2	0.1%
1391800000	1	0.1%

[기초금액]입력일시
Date

MISSING

Distinct	863
Distinct (%)	87.4%
Missing	501
Missing (%)	33.7%
Memory size	11.8 KiB

Minimum	2019-01-11 13:36:28
Maximum	2024-04-25 11:53:26

Histogram

Histogram with fixed size bins (bins=50)

[구매대상물품]물품순번
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	0.7%
Missing	174
Missing (%)	11.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.2671233

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.85205711
Coefficient of variation (CV)	0.67243426
Kurtosis	25.374496
Mean	1.2671233
Median Absolute Deviation (MAD)	0
Skewness	4.5057386
Sum	1665
Variance	0.72600131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	1138	76.5%
2	86	5.8%
3	50	3.4%
4	18	1.2%
5	11	0.7%
6	5	0.3%
7	2	0.1%
9	2	0.1%
8	2	0.1%
(Missing)	174	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1138	76.5%
2	86	5.8%
3	50	3.4%
4	18	1.2%
5	11	0.7%
6	5	0.3%
7	2	0.1%
8	2	0.1%
9	2	0.1%

Value	Count	Frequency (%)
9	2	0.1%
8	2	0.1%
7	2	0.1%
6	5	0.3%
5	11	0.7%
4	18	1.2%
3	50	3.4%
2	86	5.8%
1	1138	76.5%

[구매대상물품]물품분류번호
Real number (ℝ)

MISSING

Distinct	398
Distinct (%)	30.3%
Missing	174
Missing (%)	11.7%
Infinite	0
Infinite (%)	0.0%
Mean	36635218

Minimum	10101506
Maximum	99211023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	10101506
5-th percentile	12161503
Q1	30109902
median	41102404
Q3	43233151
95-th percentile	53106075
Maximum	99211023
Range	89109517
Interquartile range (IQR)	13123249

Descriptive statistics

Standard deviation	12721469
Coefficient of variation (CV)	0.34724697
Kurtosis	0.98418775
Mean	36635218
Median Absolute Deviation (MAD)	8009203
Skewness	-0.037092044
Sum	4.8138677 × 10¹⁰
Variance	1.6183576 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30111505	52	3.5%
12161503	51	3.4%
30109902	36	2.4%
51320202	22	1.5%
46191601	21	1.4%
46182001	20	1.3%
30111597	18	1.2%
41101504	16	1.1%
15101505	16	1.1%
30121702	16	1.1%
Other values (388)	1046	70.3%
(Missing)	174	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10101506	2	0.1%
10121597	3	0.2%
10121598	4	0.3%
10121599	5	0.3%
10191599	1	0.1%
10191799	1	0.1%
11111697	3	0.2%
11121701	3	0.2%
11162305	1	0.1%
12131601	1	0.1%

Value	Count	Frequency (%)
99211023	1	0.1%
84131699	1	0.1%
84131601	2	0.1%
81151699	1	0.1%
81112399	1	0.1%
81111899	2	0.1%
81111599	1	0.1%
81111598	1	0.1%
80141990	3	0.2%
80101507	1	0.1%

[구매대상물품]품명
Text

MISSING

Distinct	401
Distinct (%)	30.5%
Missing	174
Missing (%)	11.7%
Memory size	11.8 KiB

Length

Max length	34
Median length	17
Mean length	6.0753425
Min length	1

Characters and Unicode

Total characters	7983
Distinct characters	406
Distinct categories	6 ?
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	190 ?
Unique (%)	14.5%

Sample

1st row	영상감시장치
2nd row	무기수산화물
3rd row	실험실용보관장또는보조용품
4th row	왕복식진탕기
5th row	진공또는원심농축기

Value	Count	Frequency (%)
레미콘	52	4.0%
시약키트	51	3.9%
혼합골재	36	2.7%
일반검사용시약	22	1.7%
소화용기구	21	1.6%
마스크또는보조용품	20	1.5%
아스팔트콘크리트	18	1.4%
경유	16	1.2%
균질화기기	16	1.2%
토목섬유	16	1.2%
Other values (391)	1046	79.6%

Most occurring characters

Value	Count	Frequency (%)
기	444	5.6%
용	255	3.2%
트	187	2.3%
장	160	2.0%
스	159	2.0%
시	144	1.8%
는	123	1.5%
또	121	1.5%
소	116	1.5%
크	113	1.4%
Other values (396)	6161	77.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7815	97.9%
Uppercase Letter	99	1.2%
Other Punctuation	37	0.5%
Close Punctuation	15	0.2%
Open Punctuation	15	0.2%
Decimal Number	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	444	5.7%
용	255	3.3%
트	187	2.4%
장	160	2.0%
스	159	2.0%
시	144	1.8%
는	123	1.6%
또	121	1.5%
소	116	1.5%
크	113	1.4%
Other values (379)	5993	76.7%

Uppercase Letter

Value	Count	Frequency (%)
D	21	21.2%
C	12	12.1%
B	12	12.1%
P	12	12.1%
O	11	11.1%
R	10	10.1%
L	9	9.1%
E	9	9.1%
I	2	2.0%
N	1	1.0%

Other Punctuation

Value	Count	Frequency (%)
,	32	86.5%
.	4	10.8%
·	1	2.7%

Decimal Number

Value	Count	Frequency (%)
3	1	50.0%
8	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7805	97.8%
Latin	99	1.2%
Common	69	0.9%
Han	10	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	444	5.7%
용	255	3.3%
트	187	2.4%
장	160	2.0%
스	159	2.0%
시	144	1.8%
는	123	1.6%
또	121	1.6%
소	116	1.5%
크	113	1.4%
Other values (377)	5983	76.7%

Latin

Value	Count	Frequency (%)
D	21	21.2%
C	12	12.1%
B	12	12.1%
P	12	12.1%
O	11	11.1%
R	10	10.1%
L	9	9.1%
E	9	9.1%
I	2	2.0%
N	1	1.0%

Common

Value	Count	Frequency (%)
,	32	46.4%
)	15	21.7%
(	15	21.7%
.	4	5.8%
3	1	1.4%
·	1	1.4%
8	1	1.4%

Han

Value	Count	Frequency (%)
額	5	50.0%
子	5	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7805	97.8%
ASCII	167	2.1%
CJK	10	0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	444	5.7%
용	255	3.3%
트	187	2.4%
장	160	2.0%
스	159	2.0%
시	144	1.8%
는	123	1.6%
또	121	1.6%
소	116	1.5%
크	113	1.4%
Other values (377)	5983	76.7%

ASCII

Value	Count	Frequency (%)
,	32	19.2%
D	21	12.6%
)	15	9.0%
(	15	9.0%
C	12	7.2%
B	12	7.2%
P	12	7.2%
O	11	6.6%
R	10	6.0%
L	9	5.4%
Other values (6)	18	10.8%

CJK

Value	Count	Frequency (%)
額	5	50.0%
子	5	50.0%

None

Value	Count	Frequency (%)
·	1	100.0%

[구매대상물품]수량
Real number (ℝ)

MISSING

Distinct	277
Distinct (%)	21.1%
Missing	174
Missing (%)	11.7%
Infinite	0
Infinite (%)	0.0%
Mean	5305.4594

Minimum	1
Maximum	1280000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	184.175
95-th percentile	10056
Maximum	1280000
Range	1279999
Interquartile range (IQR)	183.175

Descriptive statistics

Standard deviation	48813.108
Coefficient of variation (CV)	9.200543
Kurtosis	464.56287
Mean	5305.4594
Median Absolute Deviation (MAD)	0
Skewness	19.959634
Sum	6971373.7
Variance	2.3827195 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0	765	51.4%
2.0	50	3.4%
4.0	15	1.0%
5.0	10	0.7%
3.0	10	0.7%
47.0	9	0.6%
6.0	9	0.6%
98.0	8	0.5%
10000.0	8	0.5%
8.0	7	0.5%
Other values (267)	423	28.4%
(Missing)	174	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	765	51.4%
2.0	50	3.4%
3.0	10	0.7%
4.0	15	1.0%
5.0	10	0.7%
6.0	9	0.6%
7.0	3	0.2%
8.0	7	0.5%
9.0	5	0.3%
10.0	1	0.1%

Value	Count	Frequency (%)
1280000.0	1	0.1%
950000.0	1	0.1%
332430.0	1	0.1%
289500.0	2	0.1%
212100.0	2	0.1%
200000.0	1	0.1%
175000.0	2	0.1%
172000.0	1	0.1%
130950.0	1	0.1%
130000.0	2	0.1%

[구매대상물품]단위
Text

MISSING

Distinct	60
Distinct (%)	4.6%
Missing	174
Missing (%)	11.7%
Memory size	11.8 KiB

Length

Max length	7
Median length	1
Mean length	1.4512938
Min length	1

Characters and Unicode

Total characters	1907
Distinct characters	74
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	20 ?
Unique (%)	1.5%

Sample

1st row	대
2nd row	식
3rd row	sys
4th row	set
5th row	sys

Value	Count	Frequency (%)
식	595	44.7%
대	100	7.5%
set	86	6.5%
개	76	5.7%
㎥	67	5.0%
점	58	4.4%
ea	55	4.1%
리터	48	3.6%
system	24	1.8%
㎡	21	1.6%
Other values (39)	202	15.2%

Most occurring characters

Value	Count	Frequency (%)
식	595	31.2%
e	146	7.7%
s	146	7.7%
t	105	5.5%
대	100	5.2%
개	77	4.0%
㎥	67	3.5%
점	58	3.0%
터	49	2.6%
a	49	2.6%
Other values (64)	515	27.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1100	57.7%
Lowercase Letter	623	32.7%
Other Symbol	88	4.6%
Uppercase Letter	63	3.3%
Space Separator	18	0.9%
Other Punctuation	7	0.4%
Decimal Number	4	0.2%
Close Punctuation	2	0.1%
Open Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
식	595	54.1%
대	100	9.1%
개	77	7.0%
점	58	5.3%
터	49	4.5%
리	48	4.4%
종	17	1.5%
등	15	1.4%
세	15	1.4%
트	15	1.4%
Other values (29)	111	10.1%

Lowercase Letter

Value	Count	Frequency (%)
e	146	23.4%
s	146	23.4%
t	105	16.9%
a	49	7.9%
y	37	5.9%
m	36	5.8%
o	22	3.5%
k	19	3.0%
b	18	2.9%
x	18	2.9%
Other values (5)	27	4.3%

Uppercase Letter

Value	Count	Frequency (%)
E	20	31.7%
T	14	22.2%
S	14	22.2%
A	7	11.1%
K	2	3.2%
L	2	3.2%
I	1	1.6%
X	1	1.6%
O	1	1.6%
B	1	1.6%

Other Punctuation

Value	Count	Frequency (%)
,	5	71.4%
.	1	14.3%
/	1	14.3%

Other Symbol

Value	Count	Frequency (%)
㎥	67	76.1%
㎡	21	23.9%

Decimal Number

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

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1100	57.7%
Latin	684	35.9%
Common	123	6.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
식	595	54.1%
대	100	9.1%
개	77	7.0%
점	58	5.3%
터	49	4.5%
리	48	4.4%
종	17	1.5%
등	15	1.4%
세	15	1.4%
트	15	1.4%
Other values (29)	111	10.1%

Latin

Value	Count	Frequency (%)
e	146	21.3%
s	146	21.3%
t	105	15.4%
a	49	7.2%
y	37	5.4%
m	36	5.3%
o	22	3.2%
E	20	2.9%
k	19	2.8%
b	18	2.6%
Other values (14)	86	12.6%

Common

Value	Count	Frequency (%)
㎥	67	54.5%
㎡	21	17.1%
	18	14.6%
,	5	4.1%
3	3	2.4%
ℓ	2	1.6%
)	2	1.6%
(	2	1.6%
.	1	0.8%
1	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1100	57.7%
ASCII	717	37.6%
CJK Compat	88	4.6%
Letterlike Symbols	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
식	595	54.1%
대	100	9.1%
개	77	7.0%
점	58	5.3%
터	49	4.5%
리	48	4.4%
종	17	1.5%
등	15	1.4%
세	15	1.4%
트	15	1.4%
Other values (29)	111	10.1%

ASCII

Value	Count	Frequency (%)
e	146	20.4%
s	146	20.4%
t	105	14.6%
a	49	6.8%
y	37	5.2%
m	36	5.0%
o	22	3.1%
E	20	2.8%
k	19	2.6%
b	18	2.5%
Other values (22)	119	16.6%

CJK Compat

Value	Count	Frequency (%)
㎥	67	76.1%
㎡	21	23.9%

Letterlike Symbols

Value	Count	Frequency (%)
ℓ	2	100.0%

[구매대상물품]단가
Real number (ℝ)

MISSING

Distinct	190
Distinct (%)	73.1%
Missing	1228
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.2125088 × 10⁸

Minimum	935
Maximum	6.695 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.2 KiB

Quantile statistics

Minimum	935
5-th percentile	69300
Q1	59851000
median	1.784 × 10⁸
Q3	4.64478 × 10⁸
95-th percentile	2.0907902 × 10⁹
Maximum	6.695 × 10⁹
Range	6.6949991 × 10⁹
Interquartile range (IQR)	4.04627 × 10⁸

Descriptive statistics

Standard deviation	1.0779314 × 10⁹
Coefficient of variation (CV)	2.0679705
Kurtosis	17.028166
Mean	5.2125088 × 10⁸
Median Absolute Deviation (MAD)	1.670914 × 10⁸
Skewness	3.972406
Sum	1.3552523 × 10¹¹
Variance	1.1619361 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
213244810	4	0.3%
105000	4	0.3%
58101120	4	0.3%
107360	3	0.2%
80960	3	0.2%
4945500000	3	0.2%
159467000	3	0.2%
33300000	3	0.2%
231088000	3	0.2%
1032258000	3	0.2%
Other values (180)	227	15.3%
(Missing)	1228	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
935	1	0.1%
7480	1	0.1%
14500	2	0.1%
17600	1	0.1%
18500	2	0.1%
22000	1	0.1%
63110	2	0.1%
67601	2	0.1%
69300	3	0.2%
70606	2	0.1%

Value	Count	Frequency (%)
6695000000	3	0.2%
5391000000	2	0.1%
4945500000	3	0.2%
3301823000	1	0.1%
3091990000	1	0.1%
2996000000	2	0.1%
2295803400	1	0.1%
2080000000	3	0.2%
1780000000	1	0.1%
1543440000	1	0.1%

[구매대상물품]납품장소
Text

MISSING

Distinct	263
Distinct (%)	20.1%
Missing	179
Missing (%)	12.0%
Memory size	11.8 KiB

Length

Max length	43
Median length	40
Mean length	11.828113
Min length	3

Characters and Unicode

Total characters	15483
Distinct characters	262
Distinct categories	9 ?
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	115 ?
Unique (%)	8.8%

Sample

1st row	수요기관 지정장소
2nd row	경기도동물위생시험소
3rd row	경기도북부동물위생시험소 북부지소
4th row	경기도북부동물위생시험소
5th row	경기도북부동물위생시험소

Value	Count	Frequency (%)
지정장소	342	11.3%
수요기관	246	8.1%
경기도	200	6.6%
수요부서	171	5.6%
경기도동물위생시험소	98	3.2%
현장	91	3.0%
경기도북부동물위생시험소	88	2.9%
일원	81	2.7%
경기도보건환경연구원	73	2.4%
희망장소	65	2.1%
Other values (371)	1574	52.0%

Most occurring characters

Value	Count	Frequency (%)
	1720	11.1%
기	914	5.9%
소	854	5.5%
경	734	4.7%
도	701	4.5%
장	599	3.9%
수	481	3.1%
지	468	3.0%
요	437	2.8%
정	417	2.7%
Other values (252)	8158	52.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13308	86.0%
Space Separator	1720	11.1%
Decimal Number	286	1.8%
Open Punctuation	53	0.3%
Close Punctuation	53	0.3%
Math Symbol	32	0.2%
Other Punctuation	22	0.1%
Dash Punctuation	7	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	914	6.9%
소	854	6.4%
경	734	5.5%
도	701	5.3%
장	599	4.5%
수	481	3.6%
지	468	3.5%
요	437	3.3%
정	417	3.1%
시	401	3.0%
Other values (232)	7302	54.9%

Decimal Number

Value	Count	Frequency (%)
1	83	29.0%
5	45	15.7%
7	30	10.5%
2	27	9.4%
3	26	9.1%
9	22	7.7%
4	17	5.9%
8	16	5.6%
6	14	4.9%
0	6	2.1%

Other Punctuation

Value	Count	Frequency (%)
,	19	86.4%
&	1	4.5%
#	1	4.5%
;	1	4.5%

Space Separator

Value	Count	Frequency (%)
	1720	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	53	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	53	100.0%

Math Symbol

Value	Count	Frequency (%)
~	32	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Uppercase Letter

Value	Count	Frequency (%)
G	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13308	86.0%
Common	2173	14.0%
Latin	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	914	6.9%
소	854	6.4%
경	734	5.5%
도	701	5.3%
장	599	4.5%
수	481	3.6%
지	468	3.5%
요	437	3.3%
정	417	3.1%
시	401	3.0%
Other values (232)	7302	54.9%

Common

Value	Count	Frequency (%)
	1720	79.2%
1	83	3.8%
(	53	2.4%
)	53	2.4%
5	45	2.1%
~	32	1.5%
7	30	1.4%
2	27	1.2%
3	26	1.2%
9	22	1.0%
Other values (9)	82	3.8%

Latin

Value	Count	Frequency (%)
G	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13308	86.0%
ASCII	2175	14.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1720	79.1%
1	83	3.8%
(	53	2.4%
)	53	2.4%
5	45	2.1%
~	32	1.5%
7	30	1.4%
2	27	1.2%
3	26	1.2%
9	22	1.0%
Other values (10)	84	3.9%

Hangul

Value	Count	Frequency (%)
기	914	6.9%
소	854	6.4%
경	734	5.5%
도	701	5.3%
장	599	4.5%
수	481	3.6%
지	468	3.5%
요	437	3.3%
정	417	3.1%
시	401	3.0%
Other values (232)	7302	54.9%

[구매대상물품]공고게시일시
Date

MISSING

Distinct	1137
Distinct (%)	86.5%
Missing	174
Missing (%)	11.7%
Memory size	11.8 KiB

Minimum	2019-01-07 18:01:28
Maximum	2024-04-18 18:54:41

Histogram

Histogram with fixed size bins (bins=50)

First rows
Last rows

	입찰공고일시	입찰공고번호	재공고여부	등록유형명	공고종류명	국제입찰여부	참조번호	입찰공고명	공고기관명	수요기관명	입찰방식명	계약체결방법명	집행관명	입찰참가자격등록마감일시	공동수급협정서접수방식	공동수급협정마감일시	공동수급업체지역제한여부	입찰개시일시	입찰마감일시	개찰일시	공고규격서URL1	공고규격서URL2	공고규격서URL3	공고규격서URL4	공고규격서URL5	공고규격서URL6	공고규격서URL7	공고규격파일명1	공고규격파일명2	공고규격파일명3	공고규격파일명4	공고규격파일명5	공고규격파일명6	공고규격파일명7	재입찰허용여부	물품분류제한여부	제조여부	예정가격결정방법명	총예가건수	추첨예가건수	배정예산금액	추정가격	개찰장소	입찰공고상세URL	채권자명	세부품명	물품규격명	물품수량	물품단위	물품단가	납품기한일시	납품일수	인도조건명	공동수급방식명	지사투찰허용여부	지명경쟁여부	예비가격재작성방법명	실적신청서접수방법명	실적신청서접수일시	발주계획통합번호	낙찰하한율	등록일시	사전규격등록번호	정보화사업여부	낙찰방법명	변경일시	변경공고사유	재입찰개찰일시	입찰분류아이디	[기초금액]기초금액	[기초금액]기초금액공개일시	[기초금액]예비가격범위시작률	[기초금액]예비가격범위종료율	[기초금액]비고1	[기초금액]가용금액	[기초금액]입력일시	[구매대상물품]물품순번	[구매대상물품]물품분류번호	[구매대상물품]품명	[구매대상물품]수량	[구매대상물품]단위	[구매대상물품]단가	[구매대상물품]납품장소	[구매대상물품]공고게시일시
0	2024-05-01 09:20:21	20240447696	N	조달청 또는 나라장터 자체 공고건	일반	N	22243044900	상수원영향권 지방도 비점오염저감시설 설치공사 침투도랑(A-3, C) 구매	조달청 인천지방조달청	경기도 경기도건설본부	전자시담	수의(총액)특허제품	이근수	2024-05-28 18:00:00	공고서참조	<NA>	N	2024-05-29 10:00:00	2024-05-29 11:00:00	2024-05-29 12:00:00	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240447696::00::2::1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20240447696-00_1714460717587_규격서 1부..zip	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	단일예가	1	0	394946780	356500000	국가종합전자조달시스템(나라장터)	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240447696&bidseq=00&releaseYn=Y&taskClCd=1	대한민국정부인천지방조달청장	상향류식여과장치	내역서 참조	1.0	식	392150000	2025-12-31 00:00:00	0	현장설치도	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	2024-05-01 09:20:21	1438449	N	수의(최저가)	2024-05-16 14:01:42	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	2024-04-25 16:52:39	20240441364	N	조달청 또는 나라장터 자체 공고건	일반	N	22243042500	상수원영향권 지방도 비점오염저감시설 설치공사 식물재배화분(C,D) 구매	조달청 인천지방조달청	경기도 경기도건설본부	전자시담	수의(총액)특허제품	이근수	2024-05-16 18:00:00	공고서참조	<NA>	N	2024-05-17 10:00:00	2024-05-17 11:00:00	2024-05-17 12:00:00	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240441364::00::2::1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20240441364-00_1714027382540_규격서 1부..zip	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	단일예가	1	0	1114036550	1006251818	국가종합전자조달시스템(나라장터)	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240441364&bidseq=00&releaseYn=Y&taskClCd=1	대한민국정부인천지방조달청장	상향류식여과장치	W1.0xH1.5mxL5.09m	1.0	식	1106877000	2025-12-31 00:00:00	0	현장설치도	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	2024-04-25 16:52:39	1430486	N	수의(최저가)	2024-05-16 16:57:20	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	2024-04-18 18:54:41	20240431373	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도 입찰공고 제2024-423호	안성대로 교통정보 수집용 노후CCTV 교체(구매설치)	경기도	경기도	전자입찰	제한(총액)	김유나	2024-04-25 18:00:00	공고서참조	<NA>	N	2024-04-19 10:00:00	2024-04-26 10:00:00	2024-04-26 11:00:00	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::1::1	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::1::4	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::2::2	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240431373::00::2::3	<NA>	<NA>	<NA>	20240431373-00_1713432971437_입찰공고문_안성대로 교통정보 수집용 노후CCTV 교체(구매설치).hwpx	20240431373-00_1713432971443_상생결제_안내자료.pdf	20240431373-00_1713432971439_과업지시서(안성대로 교통정보 수집용 노후CCTV 교체).hwpx	20240431373-00_1713432971441_공내역서(안성대로 교통정보 수집용 노후CCTV 교체).xlsx	<NA>	<NA>	<NA>	Y	<NA>	Y	복수예가	15	4	59650000	54227273	경기도 회계과 입찰집행관 PC	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240431373&bidseq=00&releaseYn=Y&taskClCd=1	경기도지사	영상감시장치	과업지시서 및 내역서참조	9.0	대	<NA>	<NA>	60	수요기관희망장소입고도	공동수급불허	<NA>	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	없음	<NA>	1-3-2024-6410000-000063	87.995	2024-04-18 18:54:41	1432555	<NA>	중기간 경쟁물품 계약이행능력심사(중기부 공고-추정가격 고시금액 미만)	<NA>	<NA>	<NA>	1	59650000.0	2024-04-25 11:53:26	-3	3	<NA>	<NA>	2024-04-25 11:53:26	1	46171622	영상감시장치	9.0	대	<NA>	수요기관 지정장소	2024-04-18 18:54:41
3	2024-04-18 15:26:02	20240430381	N	조달청 또는 나라장터 자체 공고건	일반	N	123-83-00169	2024년 유용미생물 생산 및 검사 재료 구입(1차)	경기도 경기도동물위생시험소	경기도 경기도동물위생시험소	전자입찰	수의(총액)소액-견적입찰(2인 이상 견적 제출)	서지혜	2024-04-24 18:00:00	공고서참조	<NA>	N	2024-04-19 10:00:00	2024-04-25 14:00:00	2024-04-25 15:00:00	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240430381::00::1::1	https://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20240430381::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20240430381-00_1713416902675_1. 소액수의 공고문[2024년 유용미생물 생산 및 검사 재료 구입(1차)].hwpx	20240430381-00_1713416902682_2. 세부내역서(유용미생물 생산 및 검사 재료).xlsx	<NA>	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	복수예가	15	4	11186800	10169818	국가종합전자조달시스템(나라장터)	https://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20240430381&bidseq=00&releaseYn=Y&taskClCd=1	박경애	가성소다	세부내역서 참조	1.0	식	<NA>	<NA>	45	수요기관희망장소입고도	공동수급불허	<NA>	N	<NA>	없음	<NA>	<NA>	90.0	2024-04-18 15:26:02	<NA>	<NA>	제한적최저가(낙찰하한율)	<NA>	<NA>	<NA>	1	11186800.0	2024-04-18 15:26:24	-3	3	<NA>	<NA>	2024-04-18 15:26:24	1	12352305	무기수산화물	1.0	식	<NA>	경기도동물위생시험소	2024-04-18 15:26:02
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1480	2019-01-22 16:37:27	20190121270	N	조달청 또는 나라장터 자체 공고건	일반	N	22193005400	개인안전장비(인명구조경보기) 구매	조달청 인천지방조달청	경기도 소방재난본부	전자입찰	제한(총액)	김주원	2019-01-29 18:00:00	공고서참조	<NA>	N	2019-01-28 10:00:00	2019-01-30 10:00:00	2019-01-30 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190121270::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190121270::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190121270-00_1548139507625_입찰공고서(인명구조경보기).hwp	20190121270-00_1548139507630_개인안전장비(인명구조경보기) 규격서.hwp	<NA>	<NA>	<NA>	<NA>	<NA>	Y	<NA>	N	복수예가	15	4	200119040	180274500	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190121270&bidseq=00&releaseYn=Y&taskClCd=1	대한민국정부인천지방조달청장	구조경보기	규격서 참조	1.0	식	198301950	<NA>	60	수요기관희망장소입고도	<NA>	<NA>	N	재입찰시 기존 예비가격을 사용하여 예정가격이 산정됩니다.	<NA>	<NA>	<NA>	84.245	2019-01-22 16:37:27	672444	N	적격심사(추정가격 고시금액미만)	<NA>	<NA>	<NA>	1	188000000.0	2019-01-25 14:45:54	-3	3	<NA>	198301950	2019-01-25 14:45:54	1	46161787	구조경보기	1.0	식	198301950	수요기관 별도 지정	2019-01-22 16:37:27
1481	2019-01-21 16:51:53	20190111441	N	조달청 또는 나라장터 자체 공고건	일반	N	22196001400	가납~상수간 도로확포장공사 관급자재(혼합골재)	조달청 인천지방조달청	경기도 경기도건설본부	전자입찰	제한(총액)	김남규	2019-01-30 18:00:00	공고서참조	<NA>	N	2019-01-29 14:00:00	2019-01-31 14:00:00	2019-01-31 15:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190111441::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190111441::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190111441-00_1548048378940_(지방ㅡ중기간ㅡ10억미만ㅡ하차도ㅡ공동불가)ㅡ★혼합골재ㅡ(계)22183-2489ㅡ(구)22186-0874ㅡMJ20181126.hwp	20190111441-00_1548048378944_(공개)시방서,내역서-190108.zip	<NA>	<NA>	<NA>	<NA>	<NA>	Y	<NA>	Y	복수예가	15	4	1075496860	970240000	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190111441&bidseq=00&releaseYn=Y&taskClCd=1	대한민국정부인천지방조달청장	혼합골재	Φ40mm 이하	60640.0	㎥	17600	2019-06-30 00:00:00	0	납품장소 하차도	<NA>	<NA>	N	재입찰시 기존 예비가격을 사용하여 예정가격이 산정됩니다.	<NA>	<NA>	<NA>	87.995	2019-01-21 16:51:53	671033	N	중기간 경쟁물품 계약이행능력심사(조달청 공고-추정가격 10억미만 고시금액 이상)	<NA>	<NA>	<NA>	1	1034300000.0	2019-01-25 11:06:34	-3	3	<NA>	1067264000	2019-01-25 11:06:34	1	30109902	혼합골재	60640.0	㎥	17600	경기도 양주시 광적면 석우리 일원	2019-01-21 16:51:53
1482	2019-01-16 18:15:15	20190115629	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도 입찰공고 제2019-25호	2019년 실험용 가스 연중 단가계약	경기도	경기도 경기도보건환경연구원	전자입찰	제한(총액)	김효진	2019-01-21 18:00:00	공고서참조	<NA>	N	2019-01-17 10:00:00	2019-01-22 10:00:00	2019-01-22 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190115629::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190115629::00::2::2	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190115629::00::2::3	<NA>	<NA>	<NA>	<NA>	20190115629-00_1547630029667_입찰공고서_2019년 실험용 가스 연중 단가계약.hwp	20190115629-00_1547630029673_내역서.xlsx	20190115629-00_1547630029676_2019년 실험용 분석가스 단가계약 특수조건.hwp	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	복수예가	15	4	98630500	89664090	경기도 회계과 입찰집행관 PC	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190115629&bidseq=00&releaseYn=Y&taskClCd=1	경기도지사	질소가스	붙임 내역서 참조	1.0	식	<NA>	2019-12-31 00:00:00	<NA>	과업내역에 따름	공동수급불허	N	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	없음	<NA>	1-3-2019-6410000-000001	84.245	2019-01-16 18:15:15	669600	<NA>	적격심사(추정가격 고시금액미만)	<NA>	<NA>	<NA>	1	98630500.0	2019-01-16 18:16:07	-3	3	<NA>	<NA>	2019-01-16 18:16:07	1	12141903	질소가스	1.0	식	<NA>	수요부서 지정장소	2019-01-16 18:15:15
1483	2019-01-16 10:51:13	20190114558	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도입찰공고 제2019-24호	2019년도 가축배합사료 구입(단가계약)	경기도	경기도 경기도축산진흥센터	전자입찰	제한(총액)	황선애	2019-01-23 18:00:00	공고서참조	<NA>	N	2019-01-17 10:00:00	2019-01-24 10:00:00	2019-01-24 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190114558::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190114558::00::2::2	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190114558::00::2::3	<NA>	<NA>	<NA>	<NA>	20190114558-00_1547603246346_입찰공고문(2019년도 가축배합사료 구입 단가계약).hwp	20190114558-00_1547603329143_2019년 배합사료 소요량 및 규격서.xls	20190114558-00_1547603329151_특수조건(배합사료).hwp	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	복수예가	15	4	185414000	168558181	경기도 회계과 입찰집행관 PC	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190114558&bidseq=00&releaseYn=Y&taskClCd=1	경기도지사	배합사료	사전 규격서 참조	1.0	식	<NA>	2019-12-31 00:00:00	<NA>	납품장소 하차도	공동수급불허	N	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	없음	<NA>	1-3-2019-6410000-000002	84.245	2019-01-16 10:51:13	670727	<NA>	적격심사(추정가격 고시금액미만)	<NA>	<NA>	<NA>	1	185414000.0	2019-01-16 10:51:48	-3	3	<NA>	<NA>	2019-01-16 10:51:48	1	10121598	배합사료	1.0	식	<NA>	경기도축산진흥센터	2019-01-16 10:51:13
1484	2019-01-15 16:05:04	20190112256	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도동물위생시험소	유용미생물 운반용기(말통) 단가구입(소액수의견적제출공고)	경기도 경기도동물위생시험소	경기도 경기도동물위생시험소	전자입찰	수의(단가)소액수의	김진경	2019-01-20 18:00:00	공고서참조	<NA>	N	2019-01-15 17:00:00	2019-01-21 10:00:00	2019-01-21 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190112256::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190112256::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190112256-00_1547453439137_공고문.hwp	20190112256-00_1547453439147_구매규격서.hwp	<NA>	<NA>	<NA>	<NA>	<NA>	N	N	<NA>	복수예가	15	4	45000000	40909090	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190112256&bidseq=00&releaseYn=Y&taskClCd=1	김종훈	수통	구매규격서 참조	10000.0	개	<NA>	2019-12-10 00:00:00	30	수요기관희망장소입고도	공동수급불허	N	N	<NA>	<NA>	<NA>	1-3-2019-6412102-000001	88.0	2019-01-15 16:05:05	<NA>	<NA>	제한적최저가(낙찰하한율)	<NA>	<NA>	<NA>	1	4500.0	2019-01-15 16:05:50	-3	3	<NA>	<NA>	2019-01-15 16:05:50	1	49121593	수통	10000.0	개	<NA>	경기도동물위생시험소	2019-01-15 16:05:04
1485	2019-01-14 17:50:55	20190112319	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도 입찰공고 제 2019-20 호	구조장비(구조장갑) 구매	경기도 소방재난본부	경기도 소방재난본부	전자입찰	제한(총액)	지재금	2019-01-21 18:00:00	공고서참조	<NA>	N	2019-01-17 10:00:00	2019-01-22 10:00:00	2019-01-22 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190112319::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190112319::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190112319-00_1547454817909_입찰공고문.hwp	20190112319-00_1547454817915_규격서.hwp	<NA>	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	복수예가	15	4	75400000	68545454	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190112319&bidseq=00&releaseYn=Y&taskClCd=1	경기도소방재난본부장	방호용장갑	규격서 참조	1300.0	점	<NA>	<NA>	40	수요기관희망장소입고도	공동수급불허	N	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	없음	<NA>	1-3-2019-6412230-000001	84.245	2019-01-14 17:50:55	668917	<NA>	적격심사(추정가격 고시금액미만)	<NA>	<NA>	<NA>	1	75400000.0	2019-01-18 15:43:14	-3	3	<NA>	<NA>	2019-01-18 15:43:14	1	46181504	호신용장갑	1300.0	점	<NA>	수요부서 지정장소	2019-01-14 17:50:55
1486	2019-01-11 13:35:23	20190110111	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도해양수산자원연구소 공고 제2019-3호	경기도해양수산자원연구소(안산) 시험어류사육지 난방유류 구입	경기도 경기도해양수산자원연구소	경기도 경기도해양수산자원연구소	전자입찰	수의(단가)소액수의	한승훈	2019-01-15 18:00:00	공고서참조	<NA>	N	2019-01-11 17:00:00	2019-01-16 10:00:00	2019-01-16 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190110111::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190110111::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190110111-00_1547181216441_공고문-경기도해양수산자원연구소 시험어류사육지 난방용 유류 구매(소액수의).hwp	20190110111-00_1547181216449_2019년 난방용 유류(경유) 단가계약 특수조건.hwp	<NA>	<NA>	<NA>	<NA>	<NA>	Y	<NA>	N	복수예가	15	4	28141520	25583200	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190110111&bidseq=00&releaseYn=Y&taskClCd=1	경기도해양수산자원연구소장	경유	경유	22.0	L	<NA>	2019-12-31 00:00:00	<NA>	과업내역에 따름	공동수급불허	N	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	<NA>	<NA>	1-3-2019-6411789-000001	<NA>	2019-01-11 13:35:23	<NA>	<NA>	최저가낙찰자결정	<NA>	<NA>	<NA>	1	1279.0	2019-01-11 13:36:28	-3	3	<NA>	<NA>	2019-01-11 13:36:28	1	15101505	경유	22.0	L	<NA>	수요기관 희망장소	2019-01-11 13:35:23
1487	2019-01-07 18:01:28	20190105084	N	조달청 또는 나라장터 자체 공고건	일반	N	경기도 입찰공고 2019-9 호	구급장비(기계식가슴압박장비) 구매	경기도 소방재난본부	경기도 소방재난본부	전자입찰	수의(총액)소액-견적입찰(2인 이상 견적 제출)	지재금	2019-01-13 18:00:00	공고서참조	<NA>	N	2019-01-10 10:00:00	2019-01-14 10:00:00	2019-01-14 11:00:00	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190105084::00::1::1	http://www.g2b.go.kr:8081/ep/co/fileDownload.do?fileTask=NOTIFY&fileSeq=20190105084::00::2::2	<NA>	<NA>	<NA>	<NA>	<NA>	20190105084-00_1546851519453_견적제출안내공고.hwp	20190105084-00_1546851519474_규격서.hwp	<NA>	<NA>	<NA>	<NA>	<NA>	Y	N	<NA>	복수예가	15	4	35640000	32400000	국가종합전자조달시스템(나라장터)	http://www.g2b.go.kr:8081/ep/invitation/publish/bidInfoDtl.do?bidno=20190105084&bidseq=00&releaseYn=Y&taskClCd=1	경기도소방재난본부장	심폐인공소생기	규격서 참조	1.0	점	<NA>	<NA>	60	수요기관희망장소입고도	공동수급불허	N	N	재입찰시 예비가격을 다시 생성하여 예정가격이 산정됩니다.	<NA>	<NA>	1-3-2019-6412230-000002	88.0	2019-01-07 18:01:28	<NA>	<NA>	제한적최저가(낙찰하한율)	<NA>	<NA>	<NA>	1	35640000.0	2019-01-11 16:37:41	-3	3	<NA>	<NA>	2019-01-11 16:37:41	1	42172103	응급심폐소생기또는흡입기키트	1.0	점	<NA>	수요부서 지정장소	2019-01-07 18:01:28

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

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Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Other Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

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

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Common Values

Length

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category