gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	10000
Missing cells	75471
Missing cells (%)	16.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.7 MiB
Average record size in memory	388.0 B

Variable types

Text	18
Numeric	4
Boolean	5
Categorical	11
DateTime	9

Dataset

Description	방위사업청 및 각 군이 국내에서 조달하는 군수품에 대한 경쟁 입찰공고 정보를 제공합니다.입찰공고번호,입찰공고차수,참조공고번호,참조공고차수,나라장터공고여부,입찰공고명 등이 수록됨(참고사항)데이터가 빈값인 경우- 공동수급방식명 : 공동수급방식이 아닌 경우 빈값- 설명회실시일자,설명회실시시각,설명회실시장소 : 설명회실시여부가 N인 경우 빈값- 참가가능지역명 : 지역제한여부가 N인 경우 빈값- 공종 및 면허제한그룹 1~8 : 공종 및 면허제한 등록 개수에 따라 빈값
Author	방위사업청
URL	https://www.data.go.kr/data/15050916/fileData.do

Alerts

`개찰장소` has constant value ""	Constant
`나라장터공고여부` is highly imbalanced (95.8%)	Imbalance
`공동계약여부` is highly imbalanced (64.2%)	Imbalance
`공동수급방식명` is highly imbalanced (73.2%)	Imbalance
`전자입찰여부` is highly imbalanced (97.7%)	Imbalance
`계약체결형태명` is highly imbalanced (55.9%)	Imbalance
`낙찰자결정방법명` is highly imbalanced (57.1%)	Imbalance
`설명회실시여부` is highly imbalanced (79.6%)	Imbalance
`공종및면허제한그룹5` is highly imbalanced (85.8%)	Imbalance
`공종및면허제한그룹6` is highly imbalanced (94.7%)	Imbalance
`공종및면허제한그룹7` is highly imbalanced (98.4%)	Imbalance
`설명회실시일자` has 9686 (96.9%) missing values	Missing
`설명회실시시각` has 9686 (96.9%) missing values	Missing
`설명회실시장소` has 9681 (96.8%) missing values	Missing
`예산금액` has 974 (9.7%) missing values	Missing
`참가가능지역명` has 7733 (77.3%) missing values	Missing
`공종및면허제한그룹1` has 3311 (33.1%) missing values	Missing
`공종및면허제한그룹2` has 7462 (74.6%) missing values	Missing
`공종및면허제한그룹3` has 8319 (83.2%) missing values	Missing
`공종및면허제한그룹4` has 8639 (86.4%) missing values	Missing
`공종및면허제한그룹8` has 9980 (99.8%) missing values	Missing
`예산금액` is highly skewed (γ1 = 57.49596173)	Skewed
`배정예산금액(설계금액)` is highly skewed (γ1 = 59.94404126)	Skewed

Reproduction

Analysis started	2024-04-06 08:27:01.850773
Analysis finished	2024-04-06 08:27:07.223338
Duration	5.37 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

입찰공고번호
Text

Distinct	5796
Distinct (%)	58.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	70000
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	3394 ?
Unique (%)	33.9%

Sample

1st row	LCF0770
2nd row	LDH0398
3rd row	MDS0020
4th row	SCF0137
5th row	EHA0149

Value	Count	Frequency (%)
umm0427	10	0.1%
umm0038	9	0.1%
umm0496	9	0.1%
umm0112	9	0.1%
umm0265	9	0.1%
umm0109	9	0.1%
lqp0003	8	0.1%
umm0312	8	0.1%
umm0162	8	0.1%
umm0428	8	0.1%
Other values (5786)	9913	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	18743	26.8%
M	6517	9.3%
1	4053	5.8%
L	3567	5.1%
D	2988	4.3%
2	2950	4.2%
C	2805	4.0%
3	2676	3.8%
4	2399	3.4%
U	2395	3.4%
Other values (24)	20907	29.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40008	57.2%
Uppercase Letter	29992	42.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	6517	21.7%
L	3567	11.9%
D	2988	10.0%
C	2805	9.4%
U	2395	8.0%
H	2111	7.0%
F	2101	7.0%
S	1909	6.4%
G	1527	5.1%
K	782	2.6%
Other values (14)	3290	11.0%

Decimal Number

Value	Count	Frequency (%)
0	18743	46.8%
1	4053	10.1%
2	2950	7.4%
3	2676	6.7%
4	2399	6.0%
5	2150	5.4%
6	1994	5.0%
7	1793	4.5%
9	1627	4.1%
8	1623	4.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	40008	57.2%
Latin	29992	42.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6517	21.7%
L	3567	11.9%
D	2988	10.0%
C	2805	9.4%
U	2395	8.0%
H	2111	7.0%
F	2101	7.0%
S	1909	6.4%
G	1527	5.1%
K	782	2.6%
Other values (14)	3290	11.0%

Common

Value	Count	Frequency (%)
0	18743	46.8%
1	4053	10.1%
2	2950	7.4%
3	2676	6.7%
4	2399	6.0%
5	2150	5.4%
6	1994	5.0%
7	1793	4.5%
9	1627	4.1%
8	1623	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18743	26.8%
M	6517	9.3%
1	4053	5.8%
L	3567	5.1%
D	2988	4.3%
2	2950	4.2%
C	2805	4.0%
3	2676	3.8%
4	2399	3.4%
U	2395	3.4%
Other values (24)	20907	29.9%

입찰공고차수
Real number (ℝ)

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3396

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	6
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.56630726
Coefficient of variation (CV)	0.42274355
Kurtosis	4.2240752
Mean	1.3396
Median Absolute Deviation (MAD)	0
Skewness	1.768725
Sum	13396
Variance	0.32070391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	7007	70.1%
2	2654	26.5%
3	287	2.9%
4	43	0.4%
5	6	0.1%
6	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7007	70.1%
2	2654	26.5%
3	287	2.9%
4	43	0.4%
5	6	0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	6	0.1%
4	43	0.4%
3	287	2.9%
2	2654	26.5%
1	7007	70.1%

참조공고번호
Text

Distinct	8678
Distinct (%)	86.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	16
Median length	16
Mean length	15.9835
Min length	15

Characters and Unicode

Total characters	159835
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	7435 ?
Unique (%)	74.4%

Sample

1st row	2017LCF077029856
2nd row	2017LDH039818846
3rd row	2023MDS002039943
4th row	2022SCF013702606
5th row	2018EHA01491045

Value	Count	Frequency (%)
2019mdg021637824	5	< 0.1%
2020ebb01454410	4	< 0.1%
2022lcg006121110	4	< 0.1%
2019mdg021737825	4	< 0.1%
2021lhg001112132	4	< 0.1%
2020mdg023242024	4	< 0.1%
2022uaz001528564	4	< 0.1%
2017egd00181050a	3	< 0.1%
2017egh00220532	3	< 0.1%
2021umm044421216	3	< 0.1%
Other values (8668)	9962	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	38189	23.9%
2	26211	16.4%
1	15713	9.8%
3	9339	5.8%
4	7406	4.6%
9	6967	4.4%
5	6684	4.2%
8	6669	4.2%
M	6517	4.1%
7	6314	4.0%
Other values (24)	29826	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129731	81.2%
Uppercase Letter	30104	18.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	6517	21.6%
L	3567	11.8%
D	2994	9.9%
C	2819	9.4%
U	2395	8.0%
H	2112	7.0%
F	2105	7.0%
S	1912	6.4%
G	1536	5.1%
K	782	2.6%
Other values (14)	3365	11.2%

Decimal Number

Value	Count	Frequency (%)
0	38189	29.4%
2	26211	20.2%
1	15713	12.1%
3	9339	7.2%
4	7406	5.7%
9	6967	5.4%
5	6684	5.2%
8	6669	5.1%
7	6314	4.9%
6	6239	4.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	129731	81.2%
Latin	30104	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6517	21.6%
L	3567	11.8%
D	2994	9.9%
C	2819	9.4%
U	2395	8.0%
H	2112	7.0%
F	2105	7.0%
S	1912	6.4%
G	1536	5.1%
K	782	2.6%
Other values (14)	3365	11.2%

Common

Value	Count	Frequency (%)
0	38189	29.4%
2	26211	20.2%
1	15713	12.1%
3	9339	7.2%
4	7406	5.7%
9	6967	5.4%
5	6684	5.2%
8	6669	5.1%
7	6314	4.9%
6	6239	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159835	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38189	23.9%
2	26211	16.4%
1	15713	9.8%
3	9339	5.8%
4	7406	4.6%
9	6967	4.4%
5	6684	4.2%
8	6669	4.2%
M	6517	4.1%
7	6314	4.0%
Other values (24)	29826	18.7%

참조공고차수
Real number (ℝ)

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3396

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	6
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.56630726
Coefficient of variation (CV)	0.42274355
Kurtosis	4.2240752
Mean	1.3396
Median Absolute Deviation (MAD)	0
Skewness	1.768725
Sum	13396
Variance	0.32070391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	7007	70.1%
2	2654	26.5%
3	287	2.9%
4	43	0.4%
5	6	0.1%
6	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7007	70.1%
2	2654	26.5%
3	287	2.9%
4	43	0.4%
5	6	0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	6	0.1%
4	43	0.4%
3	287	2.9%
2	2654	26.5%
1	7007	70.1%

나라장터공고여부
Boolean

IMBALANCE

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

True	9954
False	46

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9954	99.5%
False	46	0.5%

입찰공고명
Text

Distinct	7856
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	40
Median length	31
Mean length	20.405
Min length	2

Characters and Unicode

Total characters	204050
Distinct characters	836
Distinct categories	17 ?
Distinct scripts	4 ?
Distinct blocks	12 ?

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

Unique

Unique	6239 ?
Unique (%)	62.4%

Sample

1st row	공업용 산소용기캡 등 2항목 구매(물자)
2nd row	K9베어링등49종구매
3rd row	서버 원격 데스크탑 접속 SW 구매
4th row	베이크드빈스 구매
5th row	밴 1¼톤 포사격지휘소용

Value	Count	Frequency (%)
구매	2533	6.5%
용역	1393	3.6%
등	1335	3.4%
및	457	1.2%
21년	429	1.1%
22년	414	1.1%
23년	405	1.0%
20년	363	0.9%
00부대	335	0.9%
제조	327	0.8%
Other values (10964)	31138	79.6%

Most occurring characters

Value	Count	Frequency (%)
	29512	14.5%
2	7462	3.7%
)	5147	2.5%
(	5145	2.5%
1	4990	2.4%
0	4900	2.4%
구	4598	2.3%
용	4155	2.0%
-	3978	1.9%
매	3634	1.8%
Other values (826)	130529	64.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	125665	61.6%
Space Separator	29512	14.5%
Decimal Number	25853	12.7%
Uppercase Letter	6580	3.2%
Close Punctuation	5237	2.6%
Open Punctuation	5236	2.6%
Dash Punctuation	3978	1.9%
Lowercase Letter	1162	0.6%
Other Punctuation	540	0.3%
Math Symbol	168	0.1%
Other values (7)	119	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	4598	3.7%
용	4155	3.3%
매	3634	2.9%
역	3421	2.7%
기	2861	2.3%
년	2750	2.2%
비	2204	1.8%
장	2139	1.7%
사	1952	1.6%
리	1931	1.5%
Other values (734)	96020	76.4%

Uppercase Letter

Value	Count	Frequency (%)
C	572	8.7%
G	564	8.6%
A	559	8.5%
P	532	8.1%
F	419	6.4%
S	408	6.2%
I	362	5.5%
L	354	5.4%
K	317	4.8%
H	302	4.6%
Other values (15)	2191	33.3%

Lowercase Letter

Value	Count	Frequency (%)
e	133	11.4%
o	111	9.6%
l	87	7.5%
r	85	7.3%
t	82	7.1%
c	77	6.6%
a	71	6.1%
i	69	5.9%
m	64	5.5%
s	61	5.2%
Other values (15)	322	27.7%

Other Punctuation

Value	Count	Frequency (%)
/	292	54.1%
'	86	15.9%
.	77	14.3%
·	62	11.5%
"	9	1.7%
&	6	1.1%
′	3	0.6%
*	2	0.4%
#	1	0.2%
:	1	0.2%

Decimal Number

Value	Count	Frequency (%)
2	7462	28.9%
1	4990	19.3%
0	4900	19.0%
3	2069	8.0%
9	1663	6.4%
8	1041	4.0%
7	975	3.8%
5	954	3.7%
6	941	3.6%
4	858	3.3%

Math Symbol

Value	Count	Frequency (%)
~	162	96.4%
∼	4	2.4%
+	2	1.2%

Other Symbol

Value	Count	Frequency (%)
㎥	2	33.3%
○	2	33.3%
℃	2	33.3%

Close Punctuation

Value	Count	Frequency (%)
)	5147	98.3%
]	90	1.7%

Open Punctuation

Value	Count	Frequency (%)
(	5145	98.3%
[	91	1.7%

Modifier Symbol

Value	Count	Frequency (%)
`	42	97.7%
˙	1	2.3%

Letter Number

Value	Count	Frequency (%)
Ⅱ	4	66.7%
Ⅲ	2	33.3%

Other Number

Value	Count	Frequency (%)
½	1	50.0%
¼	1	50.0%

Space Separator

Value	Count	Frequency (%)
	29512	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3978	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	42	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	13	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	125661	61.6%
Common	70637	34.6%
Latin	7748	3.8%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	4598	3.7%
용	4155	3.3%
매	3634	2.9%
역	3421	2.7%
기	2861	2.3%
년	2750	2.2%
비	2204	1.8%
장	2139	1.7%
사	1952	1.6%
리	1931	1.5%
Other values (731)	96016	76.4%

Latin

Value	Count	Frequency (%)
C	572	7.4%
G	564	7.3%
A	559	7.2%
P	532	6.9%
F	419	5.4%
S	408	5.3%
I	362	4.7%
L	354	4.6%
K	317	4.1%
H	302	3.9%
Other values (42)	3359	43.4%

Common

Value	Count	Frequency (%)
	29512	41.8%
2	7462	10.6%
)	5147	7.3%
(	5145	7.3%
1	4990	7.1%
0	4900	6.9%
-	3978	5.6%
3	2069	2.9%
9	1663	2.4%
8	1041	1.5%
Other values (30)	4730	6.7%

Han

Value	Count	Frequency (%)
軍	2	50.0%
社	1	25.0%
團	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	125628	61.6%
ASCII	78245	38.3%
None	65	< 0.1%
Punctuation	58	< 0.1%
Compat Jamo	33	< 0.1%
Number Forms	6	< 0.1%
Math Operators	4	< 0.1%
CJK	4	< 0.1%
CJK Compat	2	< 0.1%
Geometric Shapes	2	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	29512	37.7%
2	7462	9.5%
)	5147	6.6%
(	5145	6.6%
1	4990	6.4%
0	4900	6.3%
-	3978	5.1%
3	2069	2.6%
9	1663	2.1%
8	1041	1.3%
Other values (68)	12338	15.8%

Hangul

Value	Count	Frequency (%)
구	4598	3.7%
용	4155	3.3%
매	3634	2.9%
역	3421	2.7%
기	2861	2.3%
년	2750	2.2%
비	2204	1.8%
장	2139	1.7%
사	1952	1.6%
리	1931	1.5%
Other values (729)	95983	76.4%

None

Value	Count	Frequency (%)
·	62	95.4%
½	1	1.5%
¼	1	1.5%
＊	1	1.5%

Punctuation

Value	Count	Frequency (%)
’	42	72.4%
‘	13	22.4%
′	3	5.2%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	21	63.6%
ㅇ	12	36.4%

Math Operators

Value	Count	Frequency (%)
∼	4	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	4	66.7%
Ⅲ	2	33.3%

CJK Compat

Value	Count	Frequency (%)
㎥	2	100.0%

Geometric Shapes

Value	Count	Frequency (%)
○	2	100.0%

CJK

Value	Count	Frequency (%)
軍	2	50.0%
社	1	25.0%
團	1	25.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	2	100.0%

Modifier Letters

Value	Count	Frequency (%)
˙	1	100.0%

입찰공고상태명
Categorical

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

정상공고	3686
긴급공고	3321
취소공고	1238
재공고	1214
정정공고	409

Length

Max length	4
Median length	4
Mean length	3.8786
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
정상공고	3686	36.9%
긴급공고	3321	33.2%
취소공고	1238	12.4%
재공고	1214	12.1%
정정공고	409	4.1%
연기공고	132	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정상공고	3686	36.9%
긴급공고	3321	33.2%
취소공고	1238	12.4%
재공고	1214	12.1%
정정공고	409	4.1%
연기공고	132	1.3%

입찰공고일자
Date

Distinct	1858
Distinct (%)	18.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-05 00:00:00
Maximum	2023-09-27 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

업무구분명
Categorical

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

물품	6519
용역	3481

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
물품	6519	65.2%
용역	3481	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
물품	6519	65.2%
용역	3481	34.8%

공동계약여부
Boolean

IMBALANCE

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

False	9321
True	679

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9321	93.2%
True	679	6.8%

공동수급방식명
Categorical

IMBALANCE

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

<NA>	9321
분담	384
공동	295

Length

Max length	4
Median length	4
Mean length	3.8642
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9321	93.2%
분담	384	3.8%
공동	295	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9321	93.2%
분담	384	3.8%
공동	295	2.9%

전자입찰여부
Boolean

IMBALANCE

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

True	9977
False	23

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9977	99.8%
False	23	0.2%

계약체결형태명
Categorical

IMBALANCE

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

총액계약	9087
단가계약	913

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
총액계약	9087	90.9%
단가계약	913	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
총액계약	9087	90.9%
단가계약	913	9.1%

계약체결방법명
Categorical

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

제한경쟁	6148
일반경쟁	2419
2단계경쟁(동시)	861
협상에의한계약(전자)	402
협상에의한계약(서류)	80
Other values (2)	90

Length

Max length	11
Median length	4
Mean length	4.7899
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제한경쟁	6148	61.5%
일반경쟁	2419	24.2%
2단계경쟁(동시)	861	8.6%
협상에의한계약(전자)	402	4.0%
협상에의한계약(서류)	80	0.8%
지명경쟁	46	0.5%
2단계경쟁(분리)	44	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제한경쟁	6148	61.5%
일반경쟁	2419	24.2%
2단계경쟁(동시	861	8.6%
협상에의한계약(전자	402	4.0%
협상에의한계약(서류	80	0.8%
지명경쟁	46	0.5%
2단계경쟁(분리	44	0.4%

낙찰자결정방법명
Categorical

IMBALANCE

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

적격심사제	8101
최저가격제	1417
협상	481
<NA>	1

Length

Max length	5
Median length	5
Mean length	4.8556
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
적격심사제	8101	81.0%
최저가격제	1417	14.2%
협상	481	4.8%
<NA>	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
적격심사제	8101	81.0%
최저가격제	1417	14.2%
협상	481	4.8%
na	1	< 0.1%

공고기관명
Text

Distinct	186
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.0305
Min length	3

Characters and Unicode

Total characters	70305
Distinct characters	123
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	7 ?
Unique (%)	0.1%

Sample

1st row	육군군수사령부
2nd row	제2879부대
3rd row	제3707부대
4th row	해군군수사령부
5th row	방위사업청

Value	Count	Frequency (%)
국군재정관리단	2201	21.4%
해군군수사령부	709	6.9%
국군의무사령부	478	4.6%
육군군수사령부	466	4.5%
국군수도병원	464	4.5%
제2879부대	439	4.3%
방위사업청	264	2.6%
육군	232	2.3%
공군군수사령부	120	1.2%
국군대전병원	108	1.0%
Other values (181)	4822	46.8%

Most occurring characters

Value	Count	Frequency (%)
군	7825	11.1%
부	5346	7.6%
국	3687	5.2%
제	3673	5.2%
단	3560	5.1%
사	3358	4.8%
대	2975	4.2%
관	2372	3.4%
령	2361	3.4%
정	2264	3.2%
Other values (113)	32884	46.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57795	82.2%
Decimal Number	12061	17.2%
Space Separator	303	0.4%
Close Punctuation	73	0.1%
Open Punctuation	73	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

Decimal Number

Value	Count	Frequency (%)
1	1962	16.3%
9	1811	15.0%
8	1682	13.9%
7	1456	12.1%
2	1377	11.4%
6	1127	9.3%
3	1056	8.8%
5	839	7.0%
0	695	5.8%
4	56	0.5%

Space Separator

Value	Count	Frequency (%)
	303	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	73	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	73	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57795	82.2%
Common	12510	17.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

Common

Value	Count	Frequency (%)
1	1962	15.7%
9	1811	14.5%
8	1682	13.4%
7	1456	11.6%
2	1377	11.0%
6	1127	9.0%
3	1056	8.4%
5	839	6.7%
0	695	5.6%
	303	2.4%
Other values (3)	202	1.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57795	82.2%
ASCII	12510	17.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

ASCII

Value	Count	Frequency (%)
1	1962	15.7%
9	1811	14.5%
8	1682	13.4%
7	1456	11.6%
2	1377	11.0%
6	1127	9.0%
3	1056	8.4%
5	839	6.7%
0	695	5.6%
	303	2.4%
Other values (3)	202	1.6%

공고기관코드
Text

Distinct	181
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	70000
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	7 ?
Unique (%)	0.1%

Sample

1st row	1290307
2nd row	ZD00347
3rd row	1290494
4th row	ZD00289
5th row	1690000

Value	Count	Frequency (%)
zd00303	2201	22.0%
zd00289	709	7.1%
1290291	478	4.8%
1290307	466	4.7%
zd00236	464	4.6%
zd00347	439	4.4%
1690000	298	3.0%
zd00306	120	1.2%
zd00241	108	1.1%
1290298	100	1.0%
Other values (171)	4617	46.2%

Most occurring characters

Value	Count	Frequency (%)
0	23893	34.1%
Z	7920	11.3%
D	7811	11.2%
3	7302	10.4%
1	5238	7.5%
2	5201	7.4%
9	4336	6.2%
7	1977	2.8%
6	1829	2.6%
8	1754	2.5%
Other values (3)	2739	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	54268	77.5%
Uppercase Letter	15732	22.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23893	44.0%
3	7302	13.5%
1	5238	9.7%
2	5201	9.6%
9	4336	8.0%
7	1977	3.6%
6	1829	3.4%
8	1754	3.2%
4	1598	2.9%
5	1140	2.1%

Uppercase Letter

Value	Count	Frequency (%)
Z	7920	50.3%
D	7811	49.7%
B	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	54268	77.5%
Latin	15732	22.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23893	44.0%
3	7302	13.5%
1	5238	9.7%
2	5201	9.6%
9	4336	8.0%
7	1977	3.6%
6	1829	3.4%
8	1754	3.2%
4	1598	2.9%
5	1140	2.1%

Latin

Value	Count	Frequency (%)
Z	7920	50.3%
D	7811	49.7%
B	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23893	34.1%
Z	7920	11.3%
D	7811	11.2%
3	7302	10.4%
1	5238	7.5%
2	5201	7.4%
9	4336	6.2%
7	1977	2.8%
6	1829	2.6%
8	1754	2.5%
Other values (3)	2739	3.9%

공고기관담당자부서명
Text

Distinct	208
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	20
Median length	7
Mean length	7.2912
Min length	4

Characters and Unicode

Total characters	72912
Distinct characters	139
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	육군군수사령부
2nd row	제2879부대
3rd row	제3707부대
4th row	해군군수사령부
5th row	일반장비계약팀 (구:19.09.16)

Value	Count	Frequency (%)
국군재정관리단	2201	21.0%
해군군수사령부	709	6.8%
국군의무사령부	478	4.6%
육군군수사령부	466	4.4%
국군수도병원	464	4.4%
제2879부대	439	4.2%
육군	234	2.2%
공군군수사령부	120	1.1%
국군대전병원	108	1.0%
구:19.09.16	107	1.0%
Other values (204)	5173	49.3%

Most occurring characters

Value	Count	Frequency (%)
군	7820	10.7%
부	5401	7.4%
국	3736	5.1%
제	3674	5.0%
단	3545	4.9%
사	3221	4.4%
대	2921	4.0%
령	2404	3.3%
관	2368	3.2%
정	2282	3.1%
Other values (129)	35540	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59033	81.0%
Decimal Number	12608	17.3%
Space Separator	590	0.8%
Other Punctuation	321	0.4%
Close Punctuation	180	0.2%
Open Punctuation	180	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

Decimal Number

Value	Count	Frequency (%)
1	2134	16.9%
9	1982	15.7%
8	1682	13.3%
7	1467	11.6%
2	1421	11.3%
6	1158	9.2%
3	1056	8.4%
5	849	6.7%
0	803	6.4%
4	56	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	214	66.7%
:	107	33.3%

Space Separator

Value	Count	Frequency (%)
	590	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59033	81.0%
Common	13879	19.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

Common

Value	Count	Frequency (%)
1	2134	15.4%
9	1982	14.3%
8	1682	12.1%
7	1467	10.6%
2	1421	10.2%
6	1158	8.3%
3	1056	7.6%
5	849	6.1%
0	803	5.8%
	590	4.3%
Other values (5)	737	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59033	81.0%
ASCII	13879	19.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

ASCII

Value	Count	Frequency (%)
1	2134	15.4%
9	1982	14.3%
8	1682	12.1%
7	1467	10.6%
2	1421	10.2%
6	1158	8.3%
3	1056	7.6%
5	849	6.1%
0	803	5.8%
	590	4.3%
Other values (5)	737	5.3%

공고기관담당자명
Text

Distinct	1015
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	4
Median length	3
Mean length	2.9914
Min length	2

Characters and Unicode

Total characters	29914
Distinct characters	210
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	241 ?
Unique (%)	2.4%

Sample

1st row	최현식
2nd row	오해정
3rd row	이동철
4th row	이금옥
5th row	임형구

Value	Count	Frequency (%)
정진교	340	3.4%
이금옥	255	2.5%
최정국	236	2.4%
임경국	197	2.0%
유정규	190	1.9%
이대원	185	1.8%
이성구	184	1.8%
이민규	183	1.8%
한태호	176	1.8%
김진회	174	1.7%
Other values (1005)	7880	78.8%

Most occurring characters

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29914	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29914	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29914	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

수요기관명
Text

Distinct	186
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	18
Median length	7
Mean length	7.0305
Min length	3

Characters and Unicode

Total characters	70305
Distinct characters	123
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	7 ?
Unique (%)	0.1%

Sample

1st row	육군군수사령부
2nd row	제2879부대
3rd row	제3707부대
4th row	해군군수사령부
5th row	방위사업청

Value	Count	Frequency (%)
국군재정관리단	2201	21.4%
해군군수사령부	709	6.9%
국군의무사령부	478	4.6%
육군군수사령부	466	4.5%
국군수도병원	464	4.5%
제2879부대	439	4.3%
방위사업청	264	2.6%
육군	232	2.3%
공군군수사령부	120	1.2%
국군대전병원	108	1.0%
Other values (181)	4822	46.8%

Most occurring characters

Value	Count	Frequency (%)
군	7825	11.1%
부	5346	7.6%
국	3687	5.2%
제	3673	5.2%
단	3560	5.1%
사	3358	4.8%
대	2975	4.2%
관	2372	3.4%
령	2361	3.4%
정	2264	3.2%
Other values (113)	32884	46.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57795	82.2%
Decimal Number	12061	17.2%
Space Separator	303	0.4%
Close Punctuation	73	0.1%
Open Punctuation	73	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

Decimal Number

Value	Count	Frequency (%)
1	1962	16.3%
9	1811	15.0%
8	1682	13.9%
7	1456	12.1%
2	1377	11.4%
6	1127	9.3%
3	1056	8.8%
5	839	7.0%
0	695	5.8%
4	56	0.5%

Space Separator

Value	Count	Frequency (%)
	303	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	73	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	73	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57795	82.2%
Common	12510	17.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

Common

Value	Count	Frequency (%)
1	1962	15.7%
9	1811	14.5%
8	1682	13.4%
7	1456	11.6%
2	1377	11.0%
6	1127	9.0%
3	1056	8.4%
5	839	6.7%
0	695	5.6%
	303	2.4%
Other values (3)	202	1.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57795	82.2%
ASCII	12510	17.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	7825	13.5%
부	5346	9.2%
국	3687	6.4%
제	3673	6.4%
단	3560	6.2%
사	3358	5.8%
대	2975	5.1%
관	2372	4.1%
령	2361	4.1%
정	2264	3.9%
Other values (100)	20374	35.3%

ASCII

Value	Count	Frequency (%)
1	1962	15.7%
9	1811	14.5%
8	1682	13.4%
7	1456	11.6%
2	1377	11.0%
6	1127	9.0%
3	1056	8.4%
5	839	6.7%
0	695	5.6%
	303	2.4%
Other values (3)	202	1.6%

수요기관코드
Text

Distinct	181
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	70000
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	7 ?
Unique (%)	0.1%

Sample

1st row	1290307
2nd row	ZD00347
3rd row	1290494
4th row	ZD00289
5th row	1690000

Value	Count	Frequency (%)
zd00303	2201	22.0%
zd00289	709	7.1%
1290291	478	4.8%
1290307	466	4.7%
zd00236	464	4.6%
zd00347	439	4.4%
1690000	298	3.0%
zd00306	120	1.2%
zd00241	108	1.1%
1290298	100	1.0%
Other values (171)	4617	46.2%

Most occurring characters

Value	Count	Frequency (%)
0	23893	34.1%
Z	7920	11.3%
D	7811	11.2%
3	7302	10.4%
1	5238	7.5%
2	5201	7.4%
9	4336	6.2%
7	1977	2.8%
6	1829	2.6%
8	1754	2.5%
Other values (3)	2739	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	54268	77.5%
Uppercase Letter	15732	22.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23893	44.0%
3	7302	13.5%
1	5238	9.7%
2	5201	9.6%
9	4336	8.0%
7	1977	3.6%
6	1829	3.4%
8	1754	3.2%
4	1598	2.9%
5	1140	2.1%

Uppercase Letter

Value	Count	Frequency (%)
Z	7920	50.3%
D	7811	49.7%
B	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	54268	77.5%
Latin	15732	22.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23893	44.0%
3	7302	13.5%
1	5238	9.7%
2	5201	9.6%
9	4336	8.0%
7	1977	3.6%
6	1829	3.4%
8	1754	3.2%
4	1598	2.9%
5	1140	2.1%

Latin

Value	Count	Frequency (%)
Z	7920	50.3%
D	7811	49.7%
B	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23893	34.1%
Z	7920	11.3%
D	7811	11.2%
3	7302	10.4%
1	5238	7.5%
2	5201	7.4%
9	4336	6.2%
7	1977	2.8%
6	1829	2.6%
8	1754	2.5%
Other values (3)	2739	3.9%

수요기관담당자부서명
Text

Distinct	208
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	20
Median length	7
Mean length	7.2912
Min length	4

Characters and Unicode

Total characters	72912
Distinct characters	139
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	육군군수사령부
2nd row	제2879부대
3rd row	제3707부대
4th row	해군군수사령부
5th row	일반장비계약팀 (구:19.09.16)

Value	Count	Frequency (%)
국군재정관리단	2201	21.0%
해군군수사령부	709	6.8%
국군의무사령부	478	4.6%
육군군수사령부	466	4.4%
국군수도병원	464	4.4%
제2879부대	439	4.2%
육군	234	2.2%
공군군수사령부	120	1.1%
국군대전병원	108	1.0%
구:19.09.16	107	1.0%
Other values (204)	5173	49.3%

Most occurring characters

Value	Count	Frequency (%)
군	7820	10.7%
부	5401	7.4%
국	3736	5.1%
제	3674	5.0%
단	3545	4.9%
사	3221	4.4%
대	2921	4.0%
령	2404	3.3%
관	2368	3.2%
정	2282	3.1%
Other values (129)	35540	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59033	81.0%
Decimal Number	12608	17.3%
Space Separator	590	0.8%
Other Punctuation	321	0.4%
Close Punctuation	180	0.2%
Open Punctuation	180	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

Decimal Number

Value	Count	Frequency (%)
1	2134	16.9%
9	1982	15.7%
8	1682	13.3%
7	1467	11.6%
2	1421	11.3%
6	1158	9.2%
3	1056	8.4%
5	849	6.7%
0	803	6.4%
4	56	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	214	66.7%
:	107	33.3%

Space Separator

Value	Count	Frequency (%)
	590	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59033	81.0%
Common	13879	19.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

Common

Value	Count	Frequency (%)
1	2134	15.4%
9	1982	14.3%
8	1682	12.1%
7	1467	10.6%
2	1421	10.2%
6	1158	8.3%
3	1056	7.6%
5	849	6.1%
0	803	5.8%
	590	4.3%
Other values (5)	737	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59033	81.0%
ASCII	13879	19.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	7820	13.2%
부	5401	9.1%
국	3736	6.3%
제	3674	6.2%
단	3545	6.0%
사	3221	5.5%
대	2921	4.9%
령	2404	4.1%
관	2368	4.0%
정	2282	3.9%
Other values (114)	21661	36.7%

ASCII

Value	Count	Frequency (%)
1	2134	15.4%
9	1982	14.3%
8	1682	12.1%
7	1467	10.6%
2	1421	10.2%
6	1158	8.3%
3	1056	7.6%
5	849	6.1%
0	803	5.8%
	590	4.3%
Other values (5)	737	5.3%

수요기관담당자명
Text

Distinct	1015
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	4
Median length	3
Mean length	2.9914
Min length	2

Characters and Unicode

Total characters	29914
Distinct characters	210
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	241 ?
Unique (%)	2.4%

Sample

1st row	최현식
2nd row	오해정
3rd row	이동철
4th row	이금옥
5th row	임형구

Value	Count	Frequency (%)
정진교	340	3.4%
이금옥	255	2.5%
최정국	236	2.4%
임경국	197	2.0%
유정규	190	1.9%
이대원	185	1.8%
이성구	184	1.8%
이민규	183	1.8%
한태호	176	1.8%
김진회	174	1.7%
Other values (1005)	7880	78.8%

Most occurring characters

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	29914	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	29914	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	29914	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
정	1884	6.3%
이	1690	5.6%
김	1679	5.6%
진	1304	4.4%
최	785	2.6%
현	686	2.3%
호	653	2.2%
성	632	2.1%
희	618	2.1%
경	603	2.0%
Other values (200)	19380	64.8%

설명회실시여부
Boolean

IMBALANCE

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

False	9681
True	319

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9681	96.8%
True	319	3.2%

설명회실시일자
Date

MISSING

Distinct	208
Distinct (%)	66.2%
Missing	9686
Missing (%)	96.9%
Memory size	156.2 KiB

Minimum	2016-01-22 00:00:00
Maximum	2023-08-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

설명회실시시각
Date

MISSING

Distinct	13
Distinct (%)	4.1%
Missing	9686
Missing (%)	96.9%
Memory size	156.2 KiB

Minimum	2024-04-06 00:00:00
Maximum	2024-04-06 15:15:00

Histogram

Histogram with fixed size bins (bins=13)

설명회실시장소
Text

MISSING

Distinct	122
Distinct (%)	38.2%
Missing	9681
Missing (%)	96.8%
Memory size	156.2 KiB

Length

Max length	21
Median length	16
Mean length	9.2413793
Min length	3

Characters and Unicode

Total characters	2948
Distinct characters	148
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	72 ?
Unique (%)	22.6%

Sample

1st row	재정단민원동입찰실
2nd row	국군재정관리단입찰실
3rd row	국군수도병원
4th row	제5708부대
5th row	52사단 화살회관 카페

Value	Count	Frequency (%)
면회실	43	7.7%
재정단민원동입찰실	33	5.9%
국군재정관리단입찰실	16	2.9%
해군의집	16	2.9%
참조	16	2.9%
재정단	13	2.3%
부대	12	2.1%
5019부대	12	2.1%
진해	12	2.1%
재정단입찰실(3층	11	2.0%
Other values (142)	375	67.1%

Most occurring characters

Value	Count	Frequency (%)
	243	8.2%
실	171	5.8%
단	115	3.9%
정	110	3.7%
입	103	3.5%
찰	103	3.5%
대	101	3.4%
부	93	3.2%
재	87	3.0%
군	72	2.4%
Other values (138)	1750	59.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2264	76.8%
Decimal Number	358	12.1%
Space Separator	243	8.2%
Close Punctuation	35	1.2%
Open Punctuation	35	1.2%
Lowercase Letter	8	0.3%
Other Punctuation	2	0.1%
Uppercase Letter	2	0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
실	171	7.6%
단	115	5.1%
정	110	4.9%
입	103	4.5%
찰	103	4.5%
대	101	4.5%
부	93	4.1%
재	87	3.8%
군	72	3.2%
회	72	3.2%
Other values (119)	1237	54.6%

Decimal Number

Value	Count	Frequency (%)
2	67	18.7%
3	60	16.8%
1	50	14.0%
5	42	11.7%
9	34	9.5%
0	31	8.7%
8	30	8.4%
7	24	6.7%
6	17	4.7%
4	3	0.8%

Lowercase Letter

Value	Count	Frequency (%)
e	4	50.0%
x	2	25.0%
b	2	25.0%

Space Separator

Value	Count	Frequency (%)
	243	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	35	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	35	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Uppercase Letter

Value	Count	Frequency (%)
W	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2262	76.7%
Common	674	22.9%
Latin	10	0.3%
Han	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
실	171	7.6%
단	115	5.1%
정	110	4.9%
입	103	4.6%
찰	103	4.6%
대	101	4.5%
부	93	4.1%
재	87	3.8%
군	72	3.2%
회	72	3.2%
Other values (118)	1235	54.6%

Common

Value	Count	Frequency (%)
	243	36.1%
2	67	9.9%
3	60	8.9%
1	50	7.4%
5	42	6.2%
)	35	5.2%
(	35	5.2%
9	34	5.0%
0	31	4.6%
8	30	4.5%
Other values (5)	47	7.0%

Latin

Value	Count	Frequency (%)
e	4	40.0%
x	2	20.0%
b	2	20.0%
W	2	20.0%

Han

Value	Count	Frequency (%)
團	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2262	76.7%
ASCII	684	23.2%
CJK	2	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	243	35.5%
2	67	9.8%
3	60	8.8%
1	50	7.3%
5	42	6.1%
)	35	5.1%
(	35	5.1%
9	34	5.0%
0	31	4.5%
8	30	4.4%
Other values (9)	57	8.3%

Hangul

Value	Count	Frequency (%)
실	171	7.6%
단	115	5.1%
정	110	4.9%
입	103	4.6%
찰	103	4.6%
대	101	4.5%
부	93	4.1%
재	87	3.8%
군	72	3.2%
회	72	3.2%
Other values (118)	1235	54.6%

CJK

Value	Count	Frequency (%)
團	2	100.0%

입찰참가자격등록마감일자
Date

Distinct	1758
Distinct (%)	17.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-12 00:00:00
Maximum	2023-10-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰참가자격등록마감시각
Date

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

Histogram

Histogram with fixed size bins (bins=18)

입찰마감일자
Date

Distinct	1765
Distinct (%)	17.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-13 00:00:00
Maximum	2023-10-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

입찰마감시각
Date

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

Histogram

Histogram with fixed size bins (bins=24)

개찰일자
Date

Distinct	1769
Distinct (%)	17.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-01-13 00:00:00
Maximum	2023-10-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

개찰시각
Date

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

Minimum	2024-04-06 10:00:00
Maximum	2024-04-06 18:00:00

Histogram

Histogram with fixed size bins (bins=25)

개찰장소
Categorical

CONSTANT

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

국방전자조달 시스템	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
국방전자조달 시스템	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

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

예산금액
Real number (ℝ)

MISSING SKEWED

Distinct	6787
Distinct (%)	75.2%
Missing	974
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.2113251 × 10⁸

Minimum	1
Maximum	3.9 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5149
Q1	23657092
median	66495000
Q3	1.8459024 × 10⁸
95-th percentile	1.211627 × 10⁹
Maximum	3.9 × 10¹¹
Range	3.9 × 10¹¹
Interquartile range (IQR)	1.6093314 × 10⁸

Descriptive statistics

Standard deviation	5.3455558 × 10⁹
Coefficient of variation (CV)	12.693287
Kurtosis	3789.8849
Mean	4.2113251 × 10⁸
Median Absolute Deviation (MAD)	56160277
Skewness	57.495962
Sum	3.801142 × 10¹²
Variance	2.8574967 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7000	29	0.3%
1500	18	0.2%
170	17	0.2%
30000000	16	0.2%
50000000	14	0.1%
29400000	11	0.1%
20000000	10	0.1%
6000	10	0.1%
150000000	10	0.1%
60000000	10	0.1%
Other values (6777)	8881	88.8%
(Missing)	974	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
72	4	< 0.1%
82	1	< 0.1%
117	1	< 0.1%
118	3	< 0.1%
120	1	< 0.1%
125	1	< 0.1%
126	2	< 0.1%
137	1	< 0.1%
143	1	< 0.1%

Value	Count	Frequency (%)
390000000000	1	< 0.1%
263000000000	1	< 0.1%
90929000000	1	< 0.1%
71299072240	1	< 0.1%
64395000000	2	< 0.1%
61950000000	1	< 0.1%
32943853810	1	< 0.1%
26359736665	1	< 0.1%
24226537039	1	< 0.1%
21846301377	1	< 0.1%

배정예산금액(설계금액)
Real number (ℝ)

SKEWED

Distinct	7095
Distinct (%)	71.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6516797 × 10⁸

Minimum	0
Maximum	4.05 × 10¹¹
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6091969
Q1	31396836
median	79868160
Q3	2.115393 × 10⁸
95-th percentile	1.4990852 × 10⁹
Maximum	4.05 × 10¹¹
Range	4.05 × 10¹¹
Interquartile range (IQR)	1.8014246 × 10⁸

Descriptive statistics

Standard deviation	5.2655844 × 10⁹
Coefficient of variation (CV)	11.319748
Kurtosis	4169.3627
Mean	4.6516797 × 10⁸
Median Absolute Deviation (MAD)	60421610
Skewness	59.944041
Sum	4.6516797 × 10¹²
Variance	2.7726379 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000000	39	0.4%
40000000	35	0.4%
50000000	29	0.3%
100000000	25	0.2%
60000000	24	0.2%
80000000	22	0.2%
90000000	19	0.2%
32000000	16	0.2%
20000000	15	0.1%
35000000	15	0.1%
Other values (7085)	9761	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	3	< 0.1%
574	2	< 0.1%
654	1	< 0.1%
783	1	< 0.1%
975	1	< 0.1%
1000	3	< 0.1%
1270	1	< 0.1%
1359	1	< 0.1%
1370	1	< 0.1%

Value	Count	Frequency (%)
405000000000	1	< 0.1%
268000000000	1	< 0.1%
90800000000	1	< 0.1%
73153951800	1	< 0.1%
64395000000	2	< 0.1%
59400000000	1	< 0.1%
48670000000	1	< 0.1%
33436288000	1	< 0.1%
26579258000	1	< 0.1%
24711067780	1	< 0.1%

지역제한여부
Boolean

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

False	7733
True	2267

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7733	77.3%
True	2267	22.7%

참가가능지역명
Text

MISSING

Distinct	69
Distinct (%)	3.0%
Missing	7733
Missing (%)	77.3%
Memory size	156.2 KiB

Length

Max length	27
Median length	26
Mean length	4.9797089
Min length	3

Characters and Unicode

Total characters	11289
Distinct characters	32
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	20 ?
Unique (%)	0.9%

Sample

1st row	경기도
2nd row	경상남도
3rd row	충청남도
4th row	경상남도
5th row	충청북도

Value	Count	Frequency (%)
경기도	539	23.8%
경상남도	385	17.0%
강원도	261	11.5%
경상북도	102	4.5%
인천광역시	88	3.9%
제주특별자치도	86	3.8%
충청북도	82	3.6%
서울특별시/경기도	75	3.3%
충청남도	64	2.8%
서울특별시	56	2.5%
Other values (59)	529	23.3%

Most occurring characters

Value	Count	Frequency (%)
도	2046	18.1%
경	1295	11.5%
기	748	6.6%
시	673	6.0%
남	623	5.5%
광	549	4.9%
상	547	4.8%
역	469	4.2%
/	452	4.0%
강	309	2.7%
Other values (22)	3578	31.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10837	96.0%
Other Punctuation	452	4.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	2046	18.9%
경	1295	11.9%
기	748	6.9%
시	673	6.2%
남	623	5.7%
광	549	5.1%
상	547	5.0%
역	469	4.3%
강	309	2.9%
원	309	2.9%
Other values (21)	3269	30.2%

Other Punctuation

Value	Count	Frequency (%)
/	452	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10837	96.0%
Common	452	4.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	2046	18.9%
경	1295	11.9%
기	748	6.9%
시	673	6.2%
남	623	5.7%
광	549	5.1%
상	547	5.0%
역	469	4.3%
강	309	2.9%
원	309	2.9%
Other values (21)	3269	30.2%

Common

Value	Count	Frequency (%)
/	452	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10837	96.0%
ASCII	452	4.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
도	2046	18.9%
경	1295	11.9%
기	748	6.9%
시	673	6.2%
남	623	5.7%
광	549	5.1%
상	547	5.0%
역	469	4.3%
강	309	2.9%
원	309	2.9%
Other values (21)	3269	30.2%

ASCII

Value	Count	Frequency (%)
/	452	100.0%

공종및면허제한그룹1
Text

MISSING

Distinct	361
Distinct (%)	5.4%
Missing	3311
Missing (%)	33.1%
Memory size	156.2 KiB

Length

Max length	148
Median length	104
Mean length	14.948871
Min length	2

Characters and Unicode

Total characters	99993
Distinct characters	261
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

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

Unique

Unique	97 ?
Unique (%)	1.5%

Sample

1st row	소프트웨어사업자(컴퓨터관련서비스사업)
2nd row	식품소분업
3rd row	작업환경측정기관
4th row	항공기사용사업
5th row	소프트웨어사업자(컴퓨터관련서비스사업)

Value	Count	Frequency (%)
의약품판매업(의약품도매상	715	9.6%
소프트웨어사업자(컴퓨터관련서비스사업)/정보통신공사업	584	7.8%
소프트웨어사업자(컴퓨터관련서비스사업	570	7.6%
정보통신공사업	498	6.7%
식품판매업(집단급식소식품판매업	286	3.8%
식품소분업	230	3.1%
식품제조.가공업	217	2.9%
액화석유가스충전사업	153	2.1%
조경식재공사업	145	1.9%
의료기기판매업	130	1.7%
Other values (408)	3923	52.7%

Most occurring characters

Value	Count	Frequency (%)
업	9240	9.2%
사	5598	5.6%
(	3690	3.7%
)	3650	3.7%
기	2758	2.8%
품	2617	2.6%
매	2460	2.5%
공	2223	2.2%
소	2144	2.1%
의	1982	2.0%
Other values (251)	63631	63.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	88970	89.0%
Open Punctuation	3690	3.7%
Close Punctuation	3650	3.7%
Other Punctuation	2330	2.3%
Space Separator	827	0.8%
Dash Punctuation	288	0.3%
Decimal Number	238	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	9240	10.4%
사	5598	6.3%
기	2758	3.1%
품	2617	2.9%
매	2460	2.8%
공	2223	2.5%
소	2144	2.4%
의	1982	2.2%
관	1932	2.2%
자	1873	2.1%
Other values (238)	56143	63.1%

Other Punctuation

Value	Count	Frequency (%)
/	1269	54.5%
.	571	24.5%
·	228	9.8%
,	187	8.0%
:	75	3.2%

Decimal Number

Value	Count	Frequency (%)
1	137	57.6%
4	48	20.2%
6	48	20.2%
3	5	2.1%

Open Punctuation

Value	Count	Frequency (%)
(	3690	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3650	100.0%

Space Separator

Value	Count	Frequency (%)
	827	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	88970	89.0%
Common	11023	11.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	9240	10.4%
사	5598	6.3%
기	2758	3.1%
품	2617	2.9%
매	2460	2.8%
공	2223	2.5%
소	2144	2.4%
의	1982	2.2%
관	1932	2.2%
자	1873	2.1%
Other values (238)	56143	63.1%

Common

Value	Count	Frequency (%)
(	3690	33.5%
)	3650	33.1%
/	1269	11.5%
	827	7.5%
.	571	5.2%
-	288	2.6%
·	228	2.1%
,	187	1.7%
1	137	1.2%
:	75	0.7%
Other values (3)	101	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	88848	88.9%
ASCII	10795	10.8%
None	228	0.2%
Compat Jamo	122	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	9240	10.4%
사	5598	6.3%
기	2758	3.1%
품	2617	2.9%
매	2460	2.8%
공	2223	2.5%
소	2144	2.4%
의	1982	2.2%
관	1932	2.2%
자	1873	2.1%
Other values (237)	56021	63.1%

ASCII

Value	Count	Frequency (%)
(	3690	34.2%
)	3650	33.8%
/	1269	11.8%
	827	7.7%
.	571	5.3%
-	288	2.7%
,	187	1.7%
1	137	1.3%
:	75	0.7%
4	48	0.4%
Other values (2)	53	0.5%

None

Value	Count	Frequency (%)
·	228	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	122	100.0%

공종및면허제한그룹2
Text

MISSING

Distinct	206
Distinct (%)	8.1%
Missing	7462
Missing (%)	74.6%
Memory size	156.2 KiB

Length

Max length	99
Median length	59
Mean length	12.801812
Min length	2

Characters and Unicode

Total characters	32491
Distinct characters	233
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

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

Unique

Unique	65 ?
Unique (%)	2.6%

Sample

1st row	식품판매업(식용얼음판매업)
2nd row	초경량비행장치사용사업
3rd row	식품제조.가공업
4th row	폐기물중간처분업(의료폐기물)
5th row	기술사사무소(구조)/기술사사무소(토질,지질)

Value	Count	Frequency (%)
의료기기제조업	516	16.8%
폐기물	214	7.0%
식품판매업(식용얼음판매업	200	6.5%
의료기기판매업	183	6.0%
액화석유가스판매사업	142	4.6%
의료기기수입업	132	4.3%
의약품판매업(의약품도매상	128	4.2%
폐기물중간재활용업(지정폐기물외	120	3.9%
폐기물최종재활용업(지정폐기물외	49	1.6%
지질	45	1.5%
Other values (237)	1337	43.6%

Most occurring characters

Value	Count	Frequency (%)
기	3078	9.5%
업	2816	8.7%
(	1293	4.0%
)	1280	3.9%
물	1229	3.8%
의	1171	3.6%
매	1108	3.4%
폐	1087	3.3%
판	985	3.0%
료	894	2.8%
Other values (223)	17550	54.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28690	88.3%
Open Punctuation	1293	4.0%
Close Punctuation	1280	3.9%
Space Separator	554	1.7%
Other Punctuation	492	1.5%
Decimal Number	105	0.3%
Dash Punctuation	77	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	3078	10.7%
업	2816	9.8%
물	1229	4.3%
의	1171	4.1%
매	1108	3.9%
폐	1087	3.8%
판	985	3.4%
료	894	3.1%
사	849	3.0%
조	702	2.4%
Other values (209)	14771	51.5%

Other Punctuation

Value	Count	Frequency (%)
/	181	36.8%
,	125	25.4%
.	94	19.1%
·	88	17.9%
:	4	0.8%

Decimal Number

Value	Count	Frequency (%)
1	39	37.1%
2	27	25.7%
6	19	18.1%
4	19	18.1%
3	1	1.0%

Open Punctuation

Value	Count	Frequency (%)
(	1293	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1280	100.0%

Space Separator

Value	Count	Frequency (%)
	554	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	77	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28690	88.3%
Common	3801	11.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	3078	10.7%
업	2816	9.8%
물	1229	4.3%
의	1171	4.1%
매	1108	3.9%
폐	1087	3.8%
판	985	3.4%
료	894	3.1%
사	849	3.0%
조	702	2.4%
Other values (209)	14771	51.5%

Common

Value	Count	Frequency (%)
(	1293	34.0%
)	1280	33.7%
	554	14.6%
/	181	4.8%
,	125	3.3%
.	94	2.5%
·	88	2.3%
-	77	2.0%
1	39	1.0%
2	27	0.7%
Other values (4)	43	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28679	88.3%
ASCII	3713	11.4%
None	88	0.3%
Compat Jamo	11	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	3078	10.7%
업	2816	9.8%
물	1229	4.3%
의	1171	4.1%
매	1108	3.9%
폐	1087	3.8%
판	985	3.4%
료	894	3.1%
사	849	3.0%
조	702	2.4%
Other values (208)	14760	51.5%

ASCII

Value	Count	Frequency (%)
(	1293	34.8%
)	1280	34.5%
	554	14.9%
/	181	4.9%
,	125	3.4%
.	94	2.5%
-	77	2.1%
1	39	1.1%
2	27	0.7%
6	19	0.5%
Other values (3)	24	0.6%

None

Value	Count	Frequency (%)
·	88	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	11	100.0%

공종및면허제한그룹3
Text

MISSING

Distinct	109
Distinct (%)	6.5%
Missing	8319
Missing (%)	83.2%
Memory size	156.2 KiB

Length

Max length	62
Median length	56
Mean length	12.781083
Min length	2

Characters and Unicode

Total characters	21485
Distinct characters	184
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	36 ?
Unique (%)	2.1%

Sample

1st row	식품판매업(식품자동판매기영업)
2nd row	식품소분업
3rd row	폐기물종합처분업
4th row	의료기기제조업
5th row	의료기기수입업

Value	Count	Frequency (%)
의료기기수입업	526	25.5%
폐기물	230	11.2%
식품판매업(식품자동판매기영업	197	9.6%
의료기기제조업	162	7.9%
의료기기판매업	126	6.1%
폐기물최종재활용업(지정폐기물외	106	5.1%
폐기물종합재활용업(지정폐기물외	69	3.4%
폐기물종합처분업	53	2.6%
폐기물중간재활용업(지정폐기물외	38	1.8%
지질	35	1.7%
Other values (123)	517	25.1%

Most occurring characters

Value	Count	Frequency (%)
기	2927	13.6%
업	1968	9.2%
물	945	4.4%
폐	918	4.3%
의	884	4.1%
료	857	4.0%
)	829	3.9%
(	829	3.9%
매	680	3.2%
판	671	3.1%
Other values (174)	9977	46.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19121	89.0%
Close Punctuation	829	3.9%
Open Punctuation	829	3.9%
Space Separator	378	1.8%
Other Punctuation	258	1.2%
Dash Punctuation	36	0.2%
Decimal Number	34	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	2927	15.3%
업	1968	10.3%
물	945	4.9%
폐	918	4.8%
의	884	4.6%
료	857	4.5%
매	680	3.6%
판	671	3.5%
수	662	3.5%
품	553	2.9%
Other values (162)	8056	42.1%

Other Punctuation

Value	Count	Frequency (%)
/	131	50.8%
,	94	36.4%
·	19	7.4%
.	14	5.4%

Decimal Number

Value	Count	Frequency (%)
1	17	50.0%
4	8	23.5%
6	8	23.5%
2	1	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	829	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	829	100.0%

Space Separator

Value	Count	Frequency (%)
	378	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19121	89.0%
Common	2364	11.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	2927	15.3%
업	1968	10.3%
물	945	4.9%
폐	918	4.8%
의	884	4.6%
료	857	4.5%
매	680	3.6%
판	671	3.5%
수	662	3.5%
품	553	2.9%
Other values (162)	8056	42.1%

Common

Value	Count	Frequency (%)
)	829	35.1%
(	829	35.1%
	378	16.0%
/	131	5.5%
,	94	4.0%
-	36	1.5%
·	19	0.8%
1	17	0.7%
.	14	0.6%
4	8	0.3%
Other values (2)	9	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19121	89.0%
ASCII	2345	10.9%
None	19	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	2927	15.3%
업	1968	10.3%
물	945	4.9%
폐	918	4.8%
의	884	4.6%
료	857	4.5%
매	680	3.6%
판	671	3.5%
수	662	3.5%
품	553	2.9%
Other values (162)	8056	42.1%

ASCII

Value	Count	Frequency (%)
)	829	35.4%
(	829	35.4%
	378	16.1%
/	131	5.6%
,	94	4.0%
-	36	1.5%
1	17	0.7%
.	14	0.6%
4	8	0.3%
6	8	0.3%

None

Value	Count	Frequency (%)
·	19	100.0%

공종및면허제한그룹4
Text

MISSING

Distinct	80
Distinct (%)	5.9%
Missing	8639
Missing (%)	86.4%
Memory size	156.2 KiB

Length

Max length	58
Median length	56
Mean length	14.026451
Min length	2

Characters and Unicode

Total characters	19090
Distinct characters	173
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	28 ?
Unique (%)	2.1%

Sample

1st row	식품판매업(집단급식소식품판매업)
2nd row	식품판매업(기타 식품판매업)
3rd row	의료기기수입업
4th row	의료기기판매업
5th row	의료기기판매업

Value	Count	Frequency (%)
의료기기판매업	500	27.2%
식품판매업(집단급식소식품판매업	202	11.0%
폐기물	191	10.4%
폐기물종합재활용업(지정폐기물외	101	5.5%
의료기기수입업	90	4.9%
폐기물최종재활용업(지정폐기물외	40	2.2%
식품판매업(기타	37	2.0%
식품판매업	37	2.0%
폐기물수집·운반업(사업장비배출시설계폐기물	35	1.9%
기술사사무소(상하수도)/기술사사무소(토질,지질	33	1.8%
Other values (103)	570	31.0%

Most occurring characters

Value	Count	Frequency (%)
기	2166	11.3%
업	1583	8.3%
매	1097	5.7%
판	1067	5.6%
물	838	4.4%
식	777	4.1%
의	732	3.8%
(	727	3.8%
폐	726	3.8%
)	697	3.7%
Other values (163)	8680	45.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16677	87.4%
Open Punctuation	727	3.8%
Close Punctuation	697	3.7%
Space Separator	533	2.8%
Other Punctuation	275	1.4%
Decimal Number	128	0.7%
Dash Punctuation	53	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	2166	13.0%
업	1583	9.5%
매	1097	6.6%
판	1067	6.4%
물	838	5.0%
식	777	4.7%
의	732	4.4%
폐	726	4.4%
료	651	3.9%
품	571	3.4%
Other values (150)	6469	38.8%

Other Punctuation

Value	Count	Frequency (%)
,	128	46.5%
/	87	31.6%
·	40	14.5%
.	17	6.2%
:	3	1.1%

Decimal Number

Value	Count	Frequency (%)
1	63	49.2%
4	32	25.0%
6	32	25.0%
2	1	0.8%

Open Punctuation

Value	Count	Frequency (%)
(	727	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	697	100.0%

Space Separator

Value	Count	Frequency (%)
	533	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	53	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16677	87.4%
Common	2413	12.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	2166	13.0%
업	1583	9.5%
매	1097	6.6%
판	1067	6.4%
물	838	5.0%
식	777	4.7%
의	732	4.4%
폐	726	4.4%
료	651	3.9%
품	571	3.4%
Other values (150)	6469	38.8%

Common

Value	Count	Frequency (%)
(	727	30.1%
)	697	28.9%
	533	22.1%
,	128	5.3%
/	87	3.6%
1	63	2.6%
-	53	2.2%
·	40	1.7%
4	32	1.3%
6	32	1.3%
Other values (3)	21	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16677	87.4%
ASCII	2373	12.4%
None	40	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	2166	13.0%
업	1583	9.5%
매	1097	6.6%
판	1067	6.4%
물	838	5.0%
식	777	4.7%
의	732	4.4%
폐	726	4.4%
료	651	3.9%
품	571	3.4%
Other values (150)	6469	38.8%

ASCII

Value	Count	Frequency (%)
(	727	30.6%
)	697	29.4%
	533	22.5%
,	128	5.4%
/	87	3.7%
1	63	2.7%
-	53	2.2%
4	32	1.3%
6	32	1.3%
.	17	0.7%
Other values (2)	4	0.2%

None

Value	Count	Frequency (%)
·	40	100.0%

공종및면허제한그룹5
Categorical

IMBALANCE

Distinct	50
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8988
약국	397
식품판매업(기타 식품판매업)	200
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	73
의료기기판매업	69
Other values (45)	273

Length

Max length	58
Median length	4
Mean length	4.9415
Min length	2

Unique

Unique	17 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	식품판매업(기타 식품판매업)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	8988	89.9%
약국	397	4.0%
식품판매업(기타 식품판매업)	200	2.0%
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	73	0.7%
의료기기판매업	69	0.7%
식품판매업(유통전문판매업)	40	0.4%
폐기물종합재활용업(지정폐기물외 폐기물)	40	0.4%
의약품판매업(의약품도매상)	35	0.4%
폐기물최종재활용업(지정폐기물외 폐기물)	20	0.2%
의료기기수입업	16	0.2%
Other values (40)	122	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	8988	83.2%
약국	397	3.7%
식품판매업(기타	200	1.9%
식품판매업	200	1.9%
폐기물	145	1.3%
음식물류	79	0.7%
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물	73	0.7%
유기성	73	0.7%
오니를	73	0.7%
퇴비나	73	0.7%
Other values (76)	507	4.7%

공종및면허제한그룹6
Categorical

IMBALANCE

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9692
식품판매업(유통전문판매업)	198
폐기물종합재활용업(지정폐기물외 폐기물)	16
폐기물처리신고-제46조제1항제1호신고자(유기성 오니나 음식물류 폐기물을 이용하여 지렁이분변토를 만듦)	12
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	12
Other values (32)	70

Length

Max length	58
Median length	4
Mean length	4.5087
Min length	4

Unique

Unique	16 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	식품판매업(유통전문판매업)
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9692	96.9%
식품판매업(유통전문판매업)	198	2.0%
폐기물종합재활용업(지정폐기물외 폐기물)	16	0.2%
폐기물처리신고-제46조제1항제1호신고자(유기성 오니나 음식물류 폐기물을 이용하여 지렁이분변토를 만듦)	12	0.1%
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	12	0.1%
폐기물처리신고-제46조제1항제1호신고자(동식물성 잔재물, 왕겨 또는 쌀겨 등을 비료로 제조하거나 사료로	9	0.1%
축산물판매업(식육판매업)	5	0.1%
폐기물최종재활용업(지정폐기물외 폐기물)	5	0.1%
폐기물종합재활용업(지정폐기물외 폐기물-소각열회수시설이용 에너지회수)	4	< 0.1%
폐기물수집.운반업(생활폐기물)	4	< 0.1%
Other values (27)	43	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9692	94.2%
식품판매업(유통전문판매업	198	1.9%
폐기물	36	0.3%
음식물류	24	0.2%
폐기물종합재활용업(지정폐기물외	22	0.2%
또는	13	0.1%
오니나	12	0.1%
폐기물을	12	0.1%
이용하여	12	0.1%
지렁이분변토를	12	0.1%
Other values (61)	258	2.5%

공종및면허제한그룹7
Categorical

IMBALANCE

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9944
폐기물처리신고-제46조제1항제1호신고자(유기성 오니나 음식물류 폐기물을 이용하여 지렁이분변토를 만듦)	6
폐기물수집.운반업(생활폐기물)	5
축산물판매업(축산물유통전문판매업)	5
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	5
Other values (18)	35

Length

Max length	58
Median length	4
Mean length	4.1304
Min length	4

Unique

Unique	9 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9944	99.4%
폐기물처리신고-제46조제1항제1호신고자(유기성 오니나 음식물류 폐기물을 이용하여 지렁이분변토를 만듦)	6	0.1%
폐기물수집.운반업(생활폐기물)	5	0.1%
축산물판매업(축산물유통전문판매업)	5	0.1%
폐기물처리신고-제46조제1항제1호신고자(동식물성잔재물, 음식물류 폐기물, 유기성 오니를 퇴비나 가축의	5	0.1%
폐기물최종처분업(지정폐기물외 폐기물)	4	< 0.1%
폐기물종합재활용업(지정폐기물외 폐기물)	4	< 0.1%
폐기물중간재활용업(지정폐기물외 폐기물)	4	< 0.1%
폐기물수집·운반업(사업장비배출시설계폐기물)	3	< 0.1%
기간통신사업/전송망사업	3	< 0.1%
Other values (13)	17	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9944	98.5%
폐기물	18	0.2%
음식물류	11	0.1%
오니나	6	0.1%
폐기물을	6	0.1%
이용하여	6	0.1%
지렁이분변토를	6	0.1%
만듦	6	0.1%
폐기물처리신고-제46조제1항제1호신고자(유기성	6	0.1%
유기성	5	< 0.1%
Other values (37)	84	0.8%

공종및면허제한그룹8
Text

MISSING

Distinct	11
Distinct (%)	55.0%
Missing	9980
Missing (%)	99.8%
Memory size	156.2 KiB

Length

Max length	28
Median length	23
Mean length	15.7
Min length	7

Characters and Unicode

Total characters	314
Distinct characters	55
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	7 ?
Unique (%)	35.0%

Sample

1st row	폐기물수집·운반업(사업장비배출시설계폐기물)
2nd row	폐기물중간처분업(지정폐기물외 폐기물-기계적처리전문)
3rd row	폐기물중간처분업(지정폐기물외 폐기물-소각전문)
4th row	폐기물수집.운반업(생활폐기물)
5th row	별정통신사업/전송망사업

Value	Count	Frequency (%)
폐기물종합처분업	6	21.4%
폐기물	4	14.3%
별정통신사업/전송망사업	3	10.7%
폐기물중간처분업(지정폐기물외	3	10.7%
폐기물-소각전문	2	7.1%
폐기물종합재활용업(지정폐기물외	2	7.1%
폐기물수집·운반업(사업장비배출시설계폐기물	1	3.6%
폐기물-기계적처리전문	1	3.6%
폐기물수집.운반업(생활폐기물	1	3.6%
폐기물최종처분업(지정폐기물외	1	3.6%
Other values (4)	4	14.3%

Most occurring characters

Value	Count	Frequency (%)
기	35	11.1%
폐	34	10.8%
물	34	10.8%
업	23	7.3%
정	11	3.5%
종	11	3.5%
처	11	3.5%
(	10	3.2%
)	10	3.2%
합	10	3.2%
Other values (45)	125	39.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	278	88.5%
Open Punctuation	10	3.2%
Close Punctuation	10	3.2%
Space Separator	8	2.5%
Other Punctuation	5	1.6%
Dash Punctuation	3	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	35	12.6%
폐	34	12.2%
물	34	12.2%
업	23	8.3%
정	11	4.0%
종	11	4.0%
처	11	4.0%
합	10	3.6%
분	10	3.6%
외	8	2.9%
Other values (38)	91	32.7%

Other Punctuation

Value	Count	Frequency (%)
/	3	60.0%
·	1	20.0%
.	1	20.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	278	88.5%
Common	36	11.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	35	12.6%
폐	34	12.2%
물	34	12.2%
업	23	8.3%
정	11	4.0%
종	11	4.0%
처	11	4.0%
합	10	3.6%
분	10	3.6%
외	8	2.9%
Other values (38)	91	32.7%

Common

Value	Count	Frequency (%)
(	10	27.8%
)	10	27.8%
	8	22.2%
-	3	8.3%
/	3	8.3%
·	1	2.8%
.	1	2.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	278	88.5%
ASCII	35	11.1%
None	1	0.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
기	35	12.6%
폐	34	12.2%
물	34	12.2%
업	23	8.3%
정	11	4.0%
종	11	4.0%
처	11	4.0%
합	10	3.6%
분	10	3.6%
외	8	2.9%
Other values (38)	91	32.7%

ASCII

Value	Count	Frequency (%)
(	10	28.6%
)	10	28.6%
	8	22.9%
-	3	8.6%
/	3	8.6%
.	1	2.9%

None

Value	Count	Frequency (%)
·	1	100.0%

입찰공고URL
Categorical

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

http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do	6519
http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do	3481

Length

Max length	54
Median length	52
Mean length	52.6962
Min length	52

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do	6519	65.2%
http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do	3481	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
http://www.d2b.go.kr/pdb/bid/goodsbidannouncelist.do	6519	65.2%
http://www.d2b.go.kr/psb/bid/servicebidannouncelist.do	3481	34.8%

First rows
Last rows

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	업무구분명	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	예산금액	배정예산금액(설계금액)	지역제한여부	참가가능지역명	공종및면허제한그룹1	공종및면허제한그룹2	공종및면허제한그룹3	공종및면허제한그룹4	공종및면허제한그룹5	공종및면허제한그룹6	공종및면허제한그룹7	공종및면허제한그룹8	입찰공고URL
23459	LCF0770	1	2017LCF077029856	1	Y	공업용 산소용기캡 등 2항목 구매(물자)	정상공고	2017-08-29	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	육군군수사령부	1290307	육군군수사령부	최현식	육군군수사령부	1290307	육군군수사령부	최현식	N	<NA>	<NA>	<NA>	2017-09-05	10:00:00	2017-09-06	10:00:00	2017-09-06	10:30:00	국방전자조달 시스템	18276000	18276500	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
19856	LDH0398	2	2017LDH039818846	2	Y	K9베어링등49종구매	재공고	2017-06-14	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제2879부대	ZD00347	제2879부대	오해정	제2879부대	ZD00347	제2879부대	오해정	N	<NA>	<NA>	<NA>	2017-06-22	10:00:00	2017-06-22	11:00:00	2017-06-22	11:30:00	국방전자조달 시스템	30609000	31528080	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
15141	MDS0020	1	2023MDS002039943	1	Y	서버 원격 데스크탑 접속 SW 구매	긴급공고	2023-09-13	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제3707부대	1290494	제3707부대	이동철	제3707부대	1290494	제3707부대	이동철	N	<NA>	<NA>	<NA>	2023-09-18	15:00:00	2023-09-19	10:00:00	2023-09-19	10:30:00	국방전자조달 시스템	26098039	26620000	Y	경기도	소프트웨어사업자(컴퓨터관련서비스사업)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
12670	SCF0137	2	2022SCF013702606	2	Y	베이크드빈스 구매	재공고	2022-03-03	물품	N	<NA>	Y	단가계약	제한경쟁	적격심사제	해군군수사령부	ZD00289	해군군수사령부	이금옥	해군군수사령부	ZD00289	해군군수사령부	이금옥	N	<NA>	<NA>	<NA>	2022-03-10	14:00:00	2022-03-11	10:00:00	2022-03-11	10:30:00	국방전자조달 시스템	872	2451950	Y	경상남도	식품소분업	식품판매업(식용얼음판매업)	식품판매업(식품자동판매기영업)	식품판매업(집단급식소식품판매업)	식품판매업(기타 식품판매업)	식품판매업(유통전문판매업)	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
17802	EHA0149	1	2018EHA01491045	1	Y	밴 1¼톤 포사격지휘소용	정상공고	2018-12-12	물품	N	<NA>	Y	총액계약	일반경쟁	적격심사제	방위사업청	1690000	일반장비계약팀 (구:19.09.16)	임형구	방위사업청	1690000	일반장비계약팀 (구:19.09.16)	임형구	N	<NA>	<NA>	<NA>	2018-12-19	13:30:00	2018-12-20	13:30:00	2018-12-20	14:30:00	국방전자조달 시스템	1609758000	1637964900	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
15747	UMM0160	1	2023UMM016009887	1	Y	23-F-격오지부대 작업환경측정 용역	정상공고	2023-04-05	용역	N	<NA>	Y	총액계약	일반경쟁	적격심사제	국군재정관리단	ZD00303	국군재정관리단	신철호	국군재정관리단	ZD00303	국군재정관리단	신철호	N	<NA>	<NA>	<NA>	2023-04-12	11:00:00	2023-04-13	10:30:00	2023-04-13	11:00:00	국방전자조달 시스템	257800000	262963440	N	<NA>	작업환경측정기관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
7605	HDQ0045	1	2021HDQ004538844	1	Y	무인항공기 기지촬영 용역	긴급공고	2021-09-16	용역	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제20전투비행단	ZD00161	제20전투비행단	이보미	제20전투비행단	ZD00161	제20전투비행단	이보미	N	<NA>	<NA>	<NA>	2021-09-23	16:00:00	2021-09-24	11:00:00	2021-09-24	11:30:00	국방전자조달 시스템	23590000	23760000	N	<NA>	항공기사용사업	초경량비행장치사용사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
18430	SCF0038	1	2018SCF003801887	1	Y	직류 전자부하 1EA	정상공고	2018-02-09	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	해군군수사령부	ZD00289	해군군수사령부	이준호	해군군수사령부	ZD00289	해군군수사령부	이준호	N	<NA>	<NA>	<NA>	2018-02-19	14:00:00	2018-02-20	10:00:00	2018-02-20	10:30:00	국방전자조달 시스템	4790000	4941000	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
10933	LCG0060	1	2022LCG006020732	1	Y	22년 상용SW(웹 침투테스트 도구) 구매	긴급공고	2022-05-31	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	육군본부	1290298	육군본부	김성현	육군본부	1290298	육군본부	김성현	N	<NA>	<NA>	<NA>	2022-06-07	10:00:00	2022-06-08	10:00:00	2022-06-08	10:30:00	국방전자조달 시스템	30250000	30250000	N	<NA>	소프트웨어사업자(컴퓨터관련서비스사업)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
12449	MDR0003	1	2022MDR000303097	1	Y	00부대 설계용역(22-충-국-13)	긴급공고	2022-02-11	용역	Y	공동	Y	총액계약	제한경쟁	적격심사제	제9965부대	ZD00075	제9965부대	이다겸	제9965부대	ZD00075	제9965부대	이다겸	N	<NA>	<NA>	<NA>	2022-02-21	16:00:00	2022-02-22	10:00:00	2022-02-22	10:30:00	국방전자조달 시스템	81135000	82758000	Y	충청남도	건축사사무소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do

	입찰공고번호	입찰공고차수	참조공고번호	참조공고차수	나라장터공고여부	입찰공고명	입찰공고상태명	입찰공고일자	업무구분명	공동계약여부	공동수급방식명	전자입찰여부	계약체결형태명	계약체결방법명	낙찰자결정방법명	공고기관명	공고기관코드	공고기관담당자부서명	공고기관담당자명	수요기관명	수요기관코드	수요기관담당자부서명	수요기관담당자명	설명회실시여부	설명회실시일자	설명회실시시각	설명회실시장소	입찰참가자격등록마감일자	입찰참가자격등록마감시각	입찰마감일자	입찰마감시각	개찰일자	개찰시각	개찰장소	예산금액	배정예산금액(설계금액)	지역제한여부	참가가능지역명	공종및면허제한그룹1	공종및면허제한그룹2	공종및면허제한그룹3	공종및면허제한그룹4	공종및면허제한그룹5	공종및면허제한그룹6	공종및면허제한그룹7	공종및면허제한그룹8	입찰공고URL
22565	LBA0047	1	2020LBA004707250	1	Y	20년 부대조달 후식(마시는 발효유)	정상공고	2020-03-03	물품	N	<NA>	Y	단가계약	제한경쟁	적격심사제	제2167부대	ZD00053	제 2167부대	홍진혁	제2167부대	ZD00053	제 2167부대	홍진혁	N	<NA>	<NA>	<NA>	2020-03-10	16:30:00	2020-03-11	10:00:00	2020-03-11	10:30:00	국방전자조달 시스템	500	89950000	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
15752	UMM0149	1	2023UMM014910286	1	Y	23-F-활주로 제초 용역	정상공고	2023-03-29	용역	N	<NA>	Y	총액계약	제한경쟁	적격심사제	국군재정관리단	ZD00303	국군재정관리단	신철호	국군재정관리단	ZD00303	국군재정관리단	신철호	N	<NA>	<NA>	<NA>	2023-04-05	11:00:00	2023-04-06	10:30:00	2023-04-06	11:00:00	국방전자조달 시스템	160160000	170880000	Y	경상북도	조경식재ㆍ시설물공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
1827	UMM0476	2	2018UMM047630942	2	Y	국방광대역 통합망 T-SDN구축 U실험사업	연기공고	2018-08-24	용역	Y	공동	Y	총액계약	협상에의한계약(전자)	협상	국군재정관리단	ZD00303	국군재정관리단	임경국	국군재정관리단	ZD00303	국군재정관리단	임경국	N	<NA>	<NA>	<NA>	2018-09-05	11:00:00	2018-09-06	11:00:00	2018-09-10	11:00:00	국방전자조달 시스템	462000000	462000000	N	<NA>	소프트웨어사업자(컴퓨터관련서비스사업)/정보통신공사업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
16742	LDH0988	1	2019LDH098836463	1	Y	회로카드조립체 칩세라믹커패시터50종 구매	정상공고	2019-09-30	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제2879부대	ZD00347	제2879부대	이대원	제2879부대	ZD00347	제2879부대	이대원	N	<NA>	<NA>	<NA>	2019-10-08	11:00:00	2019-10-08	12:00:00	2019-10-08	13:00:00	국방전자조달 시스템	112680150	112680150	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
8805	MCN0007	1	2021MCN000705949	1	Y	21년 00지역 정기소독	정상공고	2021-02-24	용역	N	<NA>	Y	총액계약	제한경쟁	적격심사제	국방부근무지원단	1290461	국방부근무지원단	정우진	국방부근무지원단	1290461	국방부근무지원단	정우진	N	<NA>	<NA>	<NA>	2021-03-04	10:00:00	2021-03-05	13:00:00	2021-03-05	14:00:00	국방전자조달 시스템	24620000	25130500	Y	서울특별시	소독업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
14164	LDG0081	1	2023LDG008126778	1	Y	탄약폐기물(PCP상자) 위탁처리 용역	정상공고	2023-06-22	용역	Y	분담	Y	총액계약	일반경쟁	적격심사제	육군 제3808부대	ZD00086	육군 제3808부대	김종상	육군 제3808부대	ZD00086	육군 제3808부대	김종상	N	<NA>	<NA>	<NA>	2023-06-29	17:00:00	2023-06-30	10:00:00	2023-06-30	10:30:00	국방전자조달 시스템	187000000	187000000	N	<NA>	폐기물종합처분업	폐기물중간처분업(지정폐기물)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
21349	HCF0080	1	2021HCF008011332	1	Y	자동화 점검장비(GR2287i) 유지보수	긴급공고	2021-04-02	용역	N	<NA>	Y	총액계약	제한경쟁	최저가격제	공군군수사령부	ZD00306	공군군수사령부	김규동	공군군수사령부	ZD00306	공군군수사령부	김규동	N	<NA>	<NA>	<NA>	2021-04-07	16:00:00	2021-04-08	10:00:00	2021-04-08	10:30:00	국방전자조달 시스템	<NA>	24959260	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/psb/bid/serviceBidAnnounceList.do
18188	UMM0564	1	2016UMM056427636	1	Y	모사전송기 구매	정상공고	2016-08-31	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	국군재정관리단	ZD00303	국군재정관리단	곽형신	국군재정관리단	ZD00303	국군재정관리단	곽형신	N	<NA>	<NA>	<NA>	2016-09-07	11:00:00	2016-09-08	10:30:00	2016-09-08	11:00:00	국방전자조달 시스템	138600000	150140000	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
22635	LDH0460	1	2019LDH046013805	1	Y	155밀리곡사포 와셔등7종 구매	정상공고	2019-04-23	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	제2879부대	ZD00347	제2879부대	이대원	제2879부대	ZD00347	제2879부대	이대원	N	<NA>	<NA>	<NA>	2019-05-01	11:00:00	2019-05-01	12:00:00	2019-05-01	13:00:00	국방전자조달 시스템	1350000	1390640	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do
22777	LCF0416	1	2018LCF041605095	1	Y	엔진연료펌프 1항목 구매 (궤도)	정상공고	2018-02-26	물품	N	<NA>	Y	총액계약	제한경쟁	적격심사제	육군군수사령부	1290307	육군군수사령부	오태한	육군군수사령부	1290307	육군군수사령부	오태한	N	<NA>	<NA>	<NA>	2018-03-05	10:00:00	2018-03-06	10:00:00	2018-03-06	10:30:00	국방전자조달 시스템	3577000	3577903	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	http://www.d2b.go.kr/pdb/bid/goodsBidAnnounceList.do

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Symbol

Close Punctuation

Open Punctuation

Modifier Symbol

Letter Number

Other Number

Space Separator

Dash Punctuation

Final Punctuation

Initial Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Punctuation

Compat Jamo

Math Operators

Number Forms

CJK Compat

Geometric Shapes

CJK

Letterlike Symbols

Modifier Letters

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length