gimi9 Pandas Profiling

Dataset statistics

Number of variables	54
Number of observations	10000
Missing cells	287732
Missing cells (%)	53.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.5 MiB
Average record size in memory	467.0 B

Variable types

Numeric	24
Categorical	8
Text	17
DateTime	5

Dataset

Description	경주시 계약과정정보공개시스템에서 제공하는 계약현황자료입니다.(계약종류,계약명,계약일자,계약금액,계약자,계약방법,착공일자,준공일자 등)
Author	경상북도 경주시
URL	https://www.data.go.kr/data/15062850/fileData.do

Alerts

`증감액` has constant value ""	Constant
`계약관서` is highly imbalanced (52.7%)	Imbalance
`계약방법` is highly imbalanced (63.1%)	Imbalance
`변경사유` is highly imbalanced (98.8%)	Imbalance
`선급금액3` is highly imbalanced (99.9%)	Imbalance
`하도급율3` is highly imbalanced (99.8%)	Imbalance
`착공일자` has 1765 (17.6%) missing values	Missing
`감독공무원` has 3130 (31.3%) missing values	Missing
`계약사유` has 338 (3.4%) missing values	Missing
`변경금액2` has 8140 (81.4%) missing values	Missing
`증감액2` has 8140 (81.4%) missing values	Missing
`변경일자2` has 8140 (81.4%) missing values	Missing
`변경사유2` has 8140 (81.4%) missing values	Missing
`변경금액3` has 9802 (98.0%) missing values	Missing
`증감액3` has 9802 (98.0%) missing values	Missing
`변경일자3` has 9802 (98.0%) missing values	Missing
`변경사유3` has 9802 (98.0%) missing values	Missing
`선급금액` has 9516 (95.2%) missing values	Missing
`선급금액2` has 9986 (99.9%) missing values	Missing
`기성금액` has 9718 (97.2%) missing values	Missing
`기성금액2` has 9884 (98.8%) missing values	Missing
`기성금액3` has 9931 (99.3%) missing values	Missing
`기성금액4` has 9964 (99.6%) missing values	Missing
`기성금액5` has 9967 (99.7%) missing values	Missing
`기성금액6` has 9970 (99.7%) missing values	Missing
`기성금액7` has 9976 (99.8%) missing values	Missing
`기성금액8` has 9993 (99.9%) missing values	Missing
`준공금액` has 1883 (18.8%) missing values	Missing
`업체명` has 9981 (99.8%) missing values	Missing
`계약대표자` has 9981 (99.8%) missing values	Missing
`공종` has 9981 (99.8%) missing values	Missing
`하도급율` has 9981 (99.8%) missing values	Missing
`업체명2` has 9992 (99.9%) missing values	Missing
`계약대표자2` has 9992 (99.9%) missing values	Missing
`공종2` has 9992 (99.9%) missing values	Missing
`하도급율2` has 9992 (99.9%) missing values	Missing
`업체명3` has 9997 (> 99.9%) missing values	Missing
`계약대표자3` has 9997 (> 99.9%) missing values	Missing
`공종3` has 9997 (> 99.9%) missing values	Missing
`예정가격` is highly skewed (γ1 = 28.05221516)	Skewed
`번호` has unique values	Unique
`예정가격` has 4990 (49.9%) zeros	Zeros
`낙찰율` has 4935 (49.4%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 10:14:34.407939
Analysis finished	2024-03-14 10:14:38.558848
Duration	4.15 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7977.7762

Minimum	2
Maximum	15957
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	797.95
Q1	3997.5
median	7979.5
Q3	11937.25
95-th percentile	15143.1
Maximum	15957
Range	15955
Interquartile range (IQR)	7939.75

Descriptive statistics

Standard deviation	4601.8748
Coefficient of variation (CV)	0.57683679
Kurtosis	-1.2008544
Mean	7977.7762
Median Absolute Deviation (MAD)	3970
Skewness	0.0018460464
Sum	79777762
Variance	21177252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1624	1	< 0.1%
11677	1	< 0.1%
12065	1	< 0.1%
8055	1	< 0.1%
2439	1	< 0.1%
10753	1	< 0.1%
9580	1	< 0.1%
15846	1	< 0.1%
5840	1	< 0.1%
8855	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%

Value	Count	Frequency (%)
15957	1	< 0.1%
15954	1	< 0.1%
15952	1	< 0.1%
15951	1	< 0.1%
15948	1	< 0.1%
15947	1	< 0.1%
15943	1	< 0.1%
15942	1	< 0.1%
15941	1	< 0.1%
15940	1	< 0.1%

계약관서
Categorical

IMBALANCE

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

본청	6622
도시재생사업본부	462
양남면	251
외동읍	233
문무대왕면	201
Other values (31)	2231

Length

Max length	9
Median length	2
Mean length	2.7798
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	화랑마을
2nd row	강동면
3rd row	본청
4th row	본청
5th row	본청

Common Values

Value	Count	Frequency (%)
본청	6622	66.2%
도시재생사업본부	462	4.6%
양남면	251	2.5%
외동읍	233	2.3%
문무대왕면	201	2.0%
북경주행정복지센터	188	1.9%
산내면	180	1.8%
강동면	179	1.8%
건천읍	171	1.7%
천북면	162	1.6%
Other values (26)	1351	13.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
본청	6622	66.2%
도시재생사업본부	462	4.6%
양남면	251	2.5%
외동읍	233	2.3%
문무대왕면	201	2.0%
북경주행정복지센터	188	1.9%
산내면	180	1.8%
강동면	179	1.8%
건천읍	171	1.7%
천북면	162	1.6%
Other values (26)	1351	13.5%

계약명
Text

Distinct	9844
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	58
Median length	47
Mean length	25.2514
Min length	5

Characters and Unicode

Total characters	252514
Distinct characters	803
Distinct categories	13 ?
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	9713 ?
Unique (%)	97.1%

Sample

1st row	어울마당 주변 정비 공사
2nd row	왕신2리 농로포장공사 시행
3rd row	모화일반산업단지 상수도 관로 개선 공사 폐기물 운반용역
4th row	2021년 버스승강장 발열의자 전기 인입공사
5th row	건천읍 신평1리 돈지들 용배수로 정비공사

Value	Count	Frequency (%)
용역	2120	4.0%
구입	1376	2.6%
시행	1274	2.4%
정비공사	939	1.8%
및	924	1.7%
실시설계용역	827	1.5%
재해복구사업	787	1.5%
공사	758	1.4%
실시설계	683	1.3%
경주	584	1.1%
Other values (9177)	43124	80.8%

Most occurring characters

Value	Count	Frequency (%)
	43571	17.3%
사	8930	3.5%
공	6854	2.7%
시	4945	2.0%
용	4934	2.0%
리	4734	1.9%
역	4229	1.7%
설	4044	1.6%
구	3947	1.6%
)	3504	1.4%
Other values (793)	162822	64.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	192477	76.2%
Space Separator	43571	17.3%
Decimal Number	7320	2.9%
Close Punctuation	3570	1.4%
Open Punctuation	3555	1.4%
Uppercase Letter	844	0.3%
Dash Punctuation	430	0.2%
Math Symbol	344	0.1%
Other Punctuation	335	0.1%
Lowercase Letter	65	< 0.1%
Other values (3)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	8930	4.6%
공	6854	3.6%
시	4945	2.6%
용	4934	2.6%
리	4734	2.5%
역	4229	2.2%
설	4044	2.1%
구	3947	2.1%
지	3322	1.7%
수	3280	1.7%
Other values (720)	143258	74.4%

Uppercase Letter

Value	Count	Frequency (%)
C	101	12.0%
S	86	10.2%
P	82	9.7%
E	74	8.8%
T	74	8.8%
A	60	7.1%
D	56	6.6%
I	55	6.5%
L	53	6.3%
B	41	4.9%
Other values (12)	162	19.2%

Lowercase Letter

Value	Count	Frequency (%)
o	11	16.9%
g	10	15.4%
k	8	12.3%
t	7	10.8%
e	5	7.7%
p	5	7.7%
c	5	7.7%
i	4	6.2%
v	2	3.1%
l	2	3.1%
Other values (5)	6	9.2%

Other Punctuation

Value	Count	Frequency (%)
,	222	66.3%
.	39	11.6%
·	27	8.1%
/	16	4.8%
'	15	4.5%
"	6	1.8%
!	4	1.2%
:	2	0.6%
*	1	0.3%
@	1	0.3%
Other values (2)	2	0.6%

Decimal Number

Value	Count	Frequency (%)
2	2867	39.2%
1	1711	23.4%
3	805	11.0%
0	795	10.9%
4	371	5.1%
5	229	3.1%
9	155	2.1%
6	141	1.9%
8	125	1.7%
7	121	1.7%

Close Punctuation

Value	Count	Frequency (%)
)	3504	98.2%
」	46	1.3%
』	13	0.4%
]	7	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	3489	98.1%
「	46	1.3%
『	13	0.4%
[	7	0.2%

Space Separator

Value	Count	Frequency (%)
	43571	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	430	100.0%

Math Symbol

Value	Count	Frequency (%)
~	344	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	192477	76.2%
Common	59127	23.4%
Latin	910	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	8930	4.6%
공	6854	3.6%
시	4945	2.6%
용	4934	2.6%
리	4734	2.5%
역	4229	2.2%
설	4044	2.1%
구	3947	2.1%
지	3322	1.7%
수	3280	1.7%
Other values (720)	143258	74.4%

Latin

Value	Count	Frequency (%)
C	101	11.1%
S	86	9.5%
P	82	9.0%
E	74	8.1%
T	74	8.1%
A	60	6.6%
D	56	6.2%
I	55	6.0%
L	53	5.8%
B	41	4.5%
Other values (28)	228	25.1%

Common

Value	Count	Frequency (%)
	43571	73.7%
)	3504	5.9%
(	3489	5.9%
2	2867	4.8%
1	1711	2.9%
3	805	1.4%
0	795	1.3%
-	430	0.7%
4	371	0.6%
~	344	0.6%
Other values (25)	1240	2.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	192474	76.2%
ASCII	59891	23.7%
None	145	0.1%
Compat Jamo	3	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	43571	72.8%
)	3504	5.9%
(	3489	5.8%
2	2867	4.8%
1	1711	2.9%
3	805	1.3%
0	795	1.3%
-	430	0.7%
4	371	0.6%
~	344	0.6%
Other values (57)	2004	3.3%

Hangul

Value	Count	Frequency (%)
사	8930	4.6%
공	6854	3.6%
시	4945	2.6%
용	4934	2.6%
리	4734	2.5%
역	4229	2.2%
설	4044	2.1%
구	3947	2.1%
지	3322	1.7%
수	3280	1.7%
Other values (718)	143255	74.4%

None

Value	Count	Frequency (%)
「	46	31.7%
」	46	31.7%
·	27	18.6%
『	13	9.0%
』	13	9.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	2	66.7%
ㅣ	1	33.3%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

계약종류
Categorical

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

용역	4362
공사	3873
물품	1765

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
용역	4362	43.6%
공사	3873	38.7%
물품	1765	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
용역	4362	43.6%
공사	3873	38.7%
물품	1765	17.6%

계약유형
Categorical

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

전문	2291
기술	1647
일반	1575
구매	1170
폐기물	856
Other values (16)	2461

Length

Max length	6
Median length	2
Mean length	2.3661
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	종합
2nd row	전문
3rd row	폐기물
4th row	전기
5th row	전문

Common Values

Value	Count	Frequency (%)
전문	2291	22.9%
기술	1647	16.5%
일반	1575	15.8%
구매	1170	11.7%
폐기물	856	8.6%
종합	782	7.8%
관급자재구매	532	5.3%
전기	411	4.1%
기타	183	1.8%
문화재	118	1.2%
Other values (11)	435	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전문	2291	22.9%
기술	1647	16.5%
일반	1575	15.8%
구매	1170	11.7%
폐기물	856	8.6%
종합	782	7.8%
관급자재구매	532	5.3%
전기	411	4.1%
기타	183	1.8%
문화재	118	1.2%
Other values (11)	435	4.3%

계약방법
Categorical

IMBALANCE

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

수의1인견적	8231
수의2인이상견적	1343
제한경쟁	254
일반경쟁	171
지명경쟁	1

Length

Max length	8
Median length	6
Mean length	6.1834
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	수의1인견적
2nd row	수의1인견적
3rd row	수의2인이상견적
4th row	수의1인견적
5th row	수의2인이상견적

Common Values

Value	Count	Frequency (%)
수의1인견적	8231	82.3%
수의2인이상견적	1343	13.4%
제한경쟁	254	2.5%
일반경쟁	171	1.7%
지명경쟁	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
수의1인견적	8231	82.3%
수의2인이상견적	1343	13.4%
제한경쟁	254	2.5%
일반경쟁	171	1.7%
지명경쟁	1	< 0.1%

계약일자
Date

Distinct	515
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2021-07-31 00:00:00
Maximum	2024-01-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

최초계약금액
Real number (ℝ)

Distinct	5329
Distinct (%)	53.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36221051

Minimum	70000
Maximum	3.9 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	70000
5-th percentile	1254000
Q1	4210000
median	10000000
Q3	19350000
95-th percentile	1.1588807 × 10⁸
Maximum	3.9 × 10⁹
Range	3.89993 × 10⁹
Interquartile range (IQR)	15140000

Descriptive statistics

Standard deviation	1.5513074 × 10⁸
Coefficient of variation (CV)	4.2828889
Kurtosis	255.11733
Mean	36221051
Median Absolute Deviation (MAD)	7060000
Skewness	14.057446
Sum	3.6221051 × 10¹¹
Variance	2.4065545 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18000000	87	0.9%
1140000	78	0.8%
19800000	75	0.8%
9700000	56	0.6%
3920000	56	0.6%
9200000	54	0.5%
14250000	53	0.5%
4850000	50	0.5%
4900000	43	0.4%
18600000	43	0.4%
Other values (5319)	9405	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70000	1	< 0.1%
114000	1	< 0.1%
150000	1	< 0.1%
165000	2	< 0.1%
194000	1	< 0.1%
196000	1	< 0.1%
200000	2	< 0.1%
203000	1	< 0.1%
250000	1	< 0.1%
264000	1	< 0.1%

Value	Count	Frequency (%)
3900000000	1	< 0.1%
3731000000	1	< 0.1%
3597000000	1	< 0.1%
3415000000	1	< 0.1%
3396716000	1	< 0.1%
3097660000	1	< 0.1%
3047500000	1	< 0.1%
3005575000	1	< 0.1%
3003765070	1	< 0.1%
2882000000	1	< 0.1%

계약금액
Real number (ℝ)

Distinct	5538
Distinct (%)	55.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37018128

Minimum	0
Maximum	3.9 × 10⁹
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1240950
Q1	4229500
median	10016625
Q3	19440000
95-th percentile	1.2051841 × 10⁸
Maximum	3.9 × 10⁹
Range	3.9 × 10⁹
Interquartile range (IQR)	15210500

Descriptive statistics

Standard deviation	1.5890527 × 10⁸
Coefficient of variation (CV)	4.2926339
Kurtosis	243.00763
Mean	37018128
Median Absolute Deviation (MAD)	7093915
Skewness	13.769648
Sum	3.7018128 × 10¹¹
Variance	2.5250886 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18000000	90	0.9%
19800000	73	0.7%
3920000	55	0.5%
9200000	55	0.5%
9700000	54	0.5%
14250000	51	0.5%
4850000	50	0.5%
4900000	42	0.4%
2000000	41	0.4%
18600000	38	0.4%
Other values (5528)	9451	94.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
40480	1	< 0.1%
70000	1	< 0.1%
114000	1	< 0.1%
165000	1	< 0.1%
190000	5	0.1%
194000	1	< 0.1%
196000	1	< 0.1%
200000	2	< 0.1%
203000	1	< 0.1%

Value	Count	Frequency (%)
3900000000	1	< 0.1%
3731000000	1	< 0.1%
3597000000	1	< 0.1%
3415000000	1	< 0.1%
3396716000	1	< 0.1%
3287730000	1	< 0.1%
3097660000	1	< 0.1%
3005575000	1	< 0.1%
3003765070	1	< 0.1%
2882000000	1	< 0.1%

착공일자
Date

MISSING

Distinct	666
Distinct (%)	8.1%
Missing	1765
Missing (%)	17.6%
Memory size	156.2 KiB

Minimum	2020-01-01 00:00:00
Maximum	2024-03-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

준공일자
Date

Distinct	1092
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2019-11-18 00:00:00
Maximum	2029-02-12 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

계약상대자
Text

Distinct	2067
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	19
Median length	17
Mean length	7.7411
Min length	2

Characters and Unicode

Total characters	77411
Distinct characters	534
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	1043 ?
Unique (%)	10.4%

Sample

1st row	(주)경주조경
2nd row	미래건설석재
3rd row	영남개발(주)
4th row	(주)성보전력
5th row	(주)영민토건

Value	Count	Frequency (%)
주식회사	1226	10.7%
대구지방조달청	293	2.6%
평화상사	131	1.1%
주)창조이앤씨	116	1.0%
로드엔지니어링	108	0.9%
거창민석재산업	103	0.9%
주)유성엔지니어링	99	0.9%
주)서창건설엔지니어링	89	0.8%
주)신영엔지니어링	87	0.8%
한국신기술산업(주	87	0.8%
Other values (2107)	9115	79.6%

Most occurring characters

Value	Count	Frequency (%)
주	7329	9.5%
(	5930	7.7%
)	5930	7.7%
건	2699	3.5%
사	2477	3.2%
설	2162	2.8%
지	1598	2.1%
회	1481	1.9%
	1455	1.9%
경	1434	1.9%
Other values (524)	44916	58.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	63533	82.1%
Open Punctuation	5930	7.7%
Close Punctuation	5930	7.7%
Space Separator	1455	1.9%
Uppercase Letter	427	0.6%
Other Punctuation	72	0.1%
Lowercase Letter	42	0.1%
Decimal Number	17	< 0.1%
Other Symbol	3	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	7329	11.5%
건	2699	4.2%
사	2477	3.9%
설	2162	3.4%
지	1598	2.5%
회	1481	2.3%
경	1434	2.3%
식	1425	2.2%
이	1326	2.1%
엔	1297	2.0%
Other values (475)	40305	63.4%

Uppercase Letter

Value	Count	Frequency (%)
C	75	17.6%
S	71	16.6%
N	66	15.5%
E	62	14.5%
G	61	14.3%
T	10	2.3%
M	10	2.3%
D	9	2.1%
J	8	1.9%
I	8	1.9%
Other values (14)	47	11.0%

Lowercase Letter

Value	Count	Frequency (%)
o	7	16.7%
i	7	16.7%
t	6	14.3%
m	4	9.5%
r	4	9.5%
n	3	7.1%
a	3	7.1%
d	2	4.8%
u	2	4.8%
b	1	2.4%
Other values (3)	3	7.1%

Decimal Number

Value	Count	Frequency (%)
1	8	47.1%
2	7	41.2%
0	1	5.9%
4	1	5.9%

Other Punctuation

Value	Count	Frequency (%)
&	63	87.5%
.	6	8.3%
,	3	4.2%

Open Punctuation

Value	Count	Frequency (%)
(	5930	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5930	100.0%

Space Separator

Value	Count	Frequency (%)
	1455	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	63536	82.1%
Common	13406	17.3%
Latin	469	0.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	7329	11.5%
건	2699	4.2%
사	2477	3.9%
설	2162	3.4%
지	1598	2.5%
회	1481	2.3%
경	1434	2.3%
식	1425	2.2%
이	1326	2.1%
엔	1297	2.0%
Other values (476)	40308	63.4%

Latin

Value	Count	Frequency (%)
C	75	16.0%
S	71	15.1%
N	66	14.1%
E	62	13.2%
G	61	13.0%
T	10	2.1%
M	10	2.1%
D	9	1.9%
J	8	1.7%
I	8	1.7%
Other values (27)	89	19.0%

Common

Value	Count	Frequency (%)
(	5930	44.2%
)	5930	44.2%
	1455	10.9%
&	63	0.5%
1	8	0.1%
2	7	0.1%
.	6	< 0.1%
,	3	< 0.1%
-	2	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	63533	82.1%
ASCII	13875	17.9%
None	3	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	7329	11.5%
건	2699	4.2%
사	2477	3.9%
설	2162	3.4%
지	1598	2.5%
회	1481	2.3%
경	1434	2.3%
식	1425	2.2%
이	1326	2.1%
엔	1297	2.0%
Other values (475)	40305	63.4%

ASCII

Value	Count	Frequency (%)
(	5930	42.7%
)	5930	42.7%
	1455	10.5%
C	75	0.5%
S	71	0.5%
N	66	0.5%
&	63	0.5%
E	62	0.4%
G	61	0.4%
T	10	0.1%
Other values (38)	152	1.1%

None

Value	Count	Frequency (%)
㈜	3	100.0%

대표자
Text

Distinct	1920
Distinct (%)	19.3%
Missing	50
Missing (%)	0.5%
Memory size	156.2 KiB

Length

Max length	17
Median length	3
Mean length	3.2280402
Min length	2

Characters and Unicode

Total characters	32119
Distinct characters	335
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	953 ?
Unique (%)	9.6%

Sample

1st row	견제필
2nd row	한영진
3rd row	조민재
4th row	최영삼
5th row	손복호

Value	Count	Frequency (%)
대구지방조달청	145	1.4%
대구지방조달청장	133	1.3%
백영식	131	1.3%
정성용	116	1.2%
조재홍	108	1.1%
임은정	103	1.0%
정상희	99	1.0%
김순금	91	0.9%
홍순팔	86	0.9%
최병혁	83	0.8%
Other values (1925)	8941	89.1%

Most occurring characters

Value	Count	Frequency (%)
김	2032	6.3%
이	1558	4.9%
정	1284	4.0%
영	991	3.1%
최	774	2.4%
박	769	2.4%
희	749	2.3%
상	639	2.0%
조	629	2.0%
성	587	1.8%
Other values (325)	22107	68.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	31786	99.0%
Space Separator	86	0.3%
Close Punctuation	68	0.2%
Open Punctuation	68	0.2%
Other Punctuation	55	0.2%
Uppercase Letter	50	0.2%
Decimal Number	3	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	2032	6.4%
이	1558	4.9%
정	1284	4.0%
영	991	3.1%
최	774	2.4%
박	769	2.4%
희	749	2.4%
상	639	2.0%
조	629	2.0%
성	587	1.8%
Other values (305)	21774	68.5%

Uppercase Letter

Value	Count	Frequency (%)
A	13	26.0%
O	7	14.0%
D	5	10.0%
E	5	10.0%
M	4	8.0%
Z	3	6.0%
N	3	6.0%
R	2	4.0%
L	2	4.0%
B	2	4.0%
Other values (2)	4	8.0%

Lowercase Letter

Value	Count	Frequency (%)
g	1	33.3%
e	1	33.3%
n	1	33.3%

Space Separator

Value	Count	Frequency (%)
	86	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	68	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	68	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	55	100.0%

Decimal Number

Value	Count	Frequency (%)
1	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	31786	99.0%
Common	280	0.9%
Latin	53	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	2032	6.4%
이	1558	4.9%
정	1284	4.0%
영	991	3.1%
최	774	2.4%
박	769	2.4%
희	749	2.4%
상	639	2.0%
조	629	2.0%
성	587	1.8%
Other values (305)	21774	68.5%

Latin

Value	Count	Frequency (%)
A	13	24.5%
O	7	13.2%
D	5	9.4%
E	5	9.4%
M	4	7.5%
Z	3	5.7%
N	3	5.7%
R	2	3.8%
L	2	3.8%
B	2	3.8%
Other values (5)	7	13.2%

Common

Value	Count	Frequency (%)
	86	30.7%
)	68	24.3%
(	68	24.3%
,	55	19.6%
1	3	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	31786	99.0%
ASCII	333	1.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	2032	6.4%
이	1558	4.9%
정	1284	4.0%
영	991	3.1%
최	774	2.4%
박	769	2.4%
희	749	2.4%
상	639	2.0%
조	629	2.0%
성	587	1.8%
Other values (305)	21774	68.5%

ASCII

Value	Count	Frequency (%)
	86	25.8%
)	68	20.4%
(	68	20.4%
,	55	16.5%
A	13	3.9%
O	7	2.1%
D	5	1.5%
E	5	1.5%
M	4	1.2%
1	3	0.9%
Other values (10)	19	5.7%

주소
Text

Distinct	2084
Distinct (%)	20.9%
Missing	10
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	53
Median length	47
Mean length	24.096496
Min length	6

Characters and Unicode

Total characters	240724
Distinct characters	439
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	1092 ?
Unique (%)	10.9%

Sample

1st row	경상북도 경주시 양정로 227(동천동)
2nd row	경상북도 경주시 백률로58번길 15(동천동)
3rd row	경상북도 경주시 천북면 신당소티고개길 86-18
4th row	경상북도 경주시 천북면 천북로 61
5th row	경상북도 경주시 백률로8번길 7 (동천동)

Value	Count	Frequency (%)
경상북도	8642	19.3%
경주시	7933	17.7%
대구광역시	733	1.6%
동천동	659	1.5%
천북면	517	1.2%
양정로	490	1.1%
2층	361	0.8%
안강읍	360	0.8%
달서구	341	0.8%
건천읍	338	0.8%
Other values (3562)	24373	54.5%

Most occurring characters

Value	Count	Frequency (%)
	38462	16.0%
경	17148	7.1%
동	11935	5.0%
북	10199	4.2%
시	9830	4.1%
상	9080	3.8%
도	9060	3.8%
주	8401	3.5%
1	7658	3.2%
2	7420	3.1%
Other values (429)	111531	46.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	146070	60.7%
Decimal Number	39248	16.3%
Space Separator	38462	16.0%
Open Punctuation	6360	2.6%
Close Punctuation	6359	2.6%
Dash Punctuation	3413	1.4%
Other Punctuation	686	0.3%
Uppercase Letter	93	< 0.1%
Math Symbol	30	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	17148	11.7%
동	11935	8.2%
북	10199	7.0%
시	9830	6.7%
상	9080	6.2%
도	9060	6.2%
주	8401	5.8%
로	6737	4.6%
천	5467	3.7%
길	5063	3.5%
Other values (397)	53150	36.4%

Decimal Number

Value	Count	Frequency (%)
1	7658	19.5%
2	7420	18.9%
4	3980	10.1%
3	3656	9.3%
5	3320	8.5%
0	3261	8.3%
7	2584	6.6%
8	2521	6.4%
9	2427	6.2%
6	2421	6.2%

Uppercase Letter

Value	Count	Frequency (%)
C	46	49.5%
K	25	26.9%
B	9	9.7%
A	5	5.4%
S	3	3.2%
Y	1	1.1%
T	1	1.1%
I	1	1.1%
L	1	1.1%
D	1	1.1%

Other Punctuation

Value	Count	Frequency (%)
,	679	99.0%
.	3	0.4%
/	2	0.3%
·	2	0.3%

Lowercase Letter

Value	Count	Frequency (%)
c	1	33.3%
a	1	33.3%
b	1	33.3%

Space Separator

Value	Count	Frequency (%)
	38462	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6360	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6359	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3413	100.0%

Math Symbol

Value	Count	Frequency (%)
~	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	146070	60.7%
Common	94558	39.3%
Latin	96	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	17148	11.7%
동	11935	8.2%
북	10199	7.0%
시	9830	6.7%
상	9080	6.2%
도	9060	6.2%
주	8401	5.8%
로	6737	4.6%
천	5467	3.7%
길	5063	3.5%
Other values (397)	53150	36.4%

Common

Value	Count	Frequency (%)
	38462	40.7%
1	7658	8.1%
2	7420	7.8%
(	6360	6.7%
)	6359	6.7%
4	3980	4.2%
3	3656	3.9%
-	3413	3.6%
5	3320	3.5%
0	3261	3.4%
Other values (9)	10669	11.3%

Latin

Value	Count	Frequency (%)
C	46	47.9%
K	25	26.0%
B	9	9.4%
A	5	5.2%
S	3	3.1%
Y	1	1.0%
c	1	1.0%
T	1	1.0%
a	1	1.0%
I	1	1.0%
Other values (3)	3	3.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	146070	60.7%
ASCII	94652	39.3%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38462	40.6%
1	7658	8.1%
2	7420	7.8%
(	6360	6.7%
)	6359	6.7%
4	3980	4.2%
3	3656	3.9%
-	3413	3.6%
5	3320	3.5%
0	3261	3.4%
Other values (21)	10763	11.4%

Hangul

Value	Count	Frequency (%)
경	17148	11.7%
동	11935	8.2%
북	10199	7.0%
시	9830	6.7%
상	9080	6.2%
도	9060	6.2%
주	8401	5.8%
로	6737	4.6%
천	5467	3.7%
길	5063	3.5%
Other values (397)	53150	36.4%

None

Value	Count	Frequency (%)
·	2	100.0%

감독공무원
Text

MISSING

Distinct	530
Distinct (%)	7.7%
Missing	3130
Missing (%)	31.3%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	2.99869
Min length	2

Characters and Unicode

Total characters	20601
Distinct characters	168
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	155 ?
Unique (%)	2.3%

Sample

1st row	배무한
2nd row	황태웅
3rd row	이다혁
4th row	김준성
5th row	강동일

Value	Count	Frequency (%)
강동일	151	2.2%
박영재	146	2.1%
최병국	142	2.1%
김정후	136	2.0%
이상영	113	1.6%
이재민	113	1.6%
김정민	111	1.6%
김동현	108	1.6%
정운상	108	1.6%
설준엽	107	1.6%
Other values (520)	5635	82.0%

Most occurring characters

Value	Count	Frequency (%)
김	1498	7.3%
이	1339	6.5%
정	944	4.6%
민	752	3.7%
영	685	3.3%
박	665	3.2%
재	608	3.0%
진	539	2.6%
최	524	2.5%
호	476	2.3%
Other values (158)	12571	61.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20601	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	1498	7.3%
이	1339	6.5%
정	944	4.6%
민	752	3.7%
영	685	3.3%
박	665	3.2%
재	608	3.0%
진	539	2.6%
최	524	2.5%
호	476	2.3%
Other values (158)	12571	61.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	20601	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	1498	7.3%
이	1339	6.5%
정	944	4.6%
민	752	3.7%
영	685	3.3%
박	665	3.2%
재	608	3.0%
진	539	2.6%
최	524	2.5%
호	476	2.3%
Other values (158)	12571	61.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20601	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	1498	7.3%
이	1339	6.5%
정	944	4.6%
민	752	3.7%
영	685	3.3%
박	665	3.2%
재	608	3.0%
진	539	2.6%
최	524	2.5%
호	476	2.3%
Other values (158)	12571	61.0%

계약사유
Text

MISSING

Distinct	112
Distinct (%)	1.2%
Missing	338
Missing (%)	3.4%
Memory size	156.2 KiB

Length

Max length	118
Median length	114
Mean length	73.541192
Min length	2

Characters and Unicode

Total characters	710555
Distinct characters	255
Distinct categories	10 ?
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	65 ?
Unique (%)	0.7%

Sample

1st row	「건설산업기본법」외의 공사 관련 법령에 따른 공사로서 추정가격이 8천만원 이하인 공사에 대한 계약(제25조제1항제5호가목)
2nd row	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)
3rd row	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)
4th row	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)
5th row	「건설산업기본법」에 따른 건설공사로 추정가격 4억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 2억원 이하의 공사 계약(제25조제1항제5호가목)

Value	Count	Frequency (%)
추정가격	13213	11.3%
따른	9082	7.8%
이하의	7848	6.7%
2천만원	7513	6.4%
또는	4871	4.2%
물품의	4733	4.1%
제조·구매계약	4509	3.9%
용역계약(제25조제1항제5호나목	4509	3.9%
공사	3311	2.8%
관한	2829	2.4%
Other values (376)	54091	46.4%

Most occurring characters

Value	Count	Frequency (%)
	106882	15.0%
제	36200	5.1%
2	18787	2.6%
조	17156	2.4%
원	16846	2.4%
5	16272	2.3%
가	15871	2.2%
의	15802	2.2%
계	14166	2.0%
약	13966	2.0%
Other values (245)	438607	61.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	494680	69.6%
Space Separator	106882	15.0%
Decimal Number	52169	7.3%
Other Punctuation	22816	3.2%
Close Punctuation	16999	2.4%
Open Punctuation	16998	2.4%
Dash Punctuation	5	< 0.1%
Uppercase Letter	4	< 0.1%
Other Number	1	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
제	36200	7.3%
조	17156	3.5%
원	16846	3.4%
가	15871	3.2%
의	15802	3.2%
계	14166	2.9%
약	13966	2.8%
하	13937	2.8%
이	13872	2.8%
정	13658	2.8%
Other values (219)	323206	65.3%

Decimal Number

Value	Count	Frequency (%)
2	18787	36.0%
5	16272	31.2%
1	10867	20.8%
3	2764	5.3%
0	2689	5.2%
4	476	0.9%
8	222	0.4%
6	75	0.1%
7	12	< 0.1%
9	5	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
·	10351	45.4%
,	9781	42.9%
.	2681	11.8%
*	1	< 0.1%
%	1	< 0.1%
:	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	9572	56.3%
」	7427	43.7%

Open Punctuation

Value	Count	Frequency (%)
(	9571	56.3%
「	7427	43.7%

Uppercase Letter

Value	Count	Frequency (%)
P	2	50.0%
Q	2	50.0%

Space Separator

Value	Count	Frequency (%)
	106882	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Other Number

Value	Count	Frequency (%)
③	1	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	494680	69.6%
Common	215871	30.4%
Latin	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
제	36200	7.3%
조	17156	3.5%
원	16846	3.4%
가	15871	3.2%
의	15802	3.2%
계	14166	2.9%
약	13966	2.8%
하	13937	2.8%
이	13872	2.8%
정	13658	2.8%
Other values (219)	323206	65.3%

Common

Value	Count	Frequency (%)
	106882	49.5%
2	18787	8.7%
5	16272	7.5%
1	10867	5.0%
·	10351	4.8%
,	9781	4.5%
)	9572	4.4%
(	9571	4.4%
「	7427	3.4%
」	7427	3.4%
Other values (14)	8934	4.1%

Latin

Value	Count	Frequency (%)
P	2	50.0%
Q	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	494591	69.6%
ASCII	190669	26.8%
None	25205	3.5%
Compat Jamo	89	< 0.1%
Enclosed Alphanum	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	106882	56.1%
2	18787	9.9%
5	16272	8.5%
1	10867	5.7%
,	9781	5.1%
)	9572	5.0%
(	9571	5.0%
3	2764	1.4%
0	2689	1.4%
.	2681	1.4%
Other values (12)	803	0.4%

Hangul

Value	Count	Frequency (%)
제	36200	7.3%
조	17156	3.5%
원	16846	3.4%
가	15871	3.2%
의	15802	3.2%
계	14166	2.9%
약	13966	2.8%
하	13937	2.8%
이	13872	2.8%
정	13658	2.8%
Other values (218)	323117	65.3%

None

Value	Count	Frequency (%)
·	10351	41.1%
「	7427	29.5%
」	7427	29.5%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	89	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
③	1	100.0%

변경금액
Real number (ℝ)

Distinct	5329
Distinct (%)	53.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36221051

Minimum	70000
Maximum	3.9 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	70000
5-th percentile	1254000
Q1	4210000
median	10000000
Q3	19350000
95-th percentile	1.1588807 × 10⁸
Maximum	3.9 × 10⁹
Range	3.89993 × 10⁹
Interquartile range (IQR)	15140000

Descriptive statistics

Standard deviation	1.5513074 × 10⁸
Coefficient of variation (CV)	4.2828889
Kurtosis	255.11733
Mean	36221051
Median Absolute Deviation (MAD)	7060000
Skewness	14.057446
Sum	3.6221051 × 10¹¹
Variance	2.4065545 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18000000	87	0.9%
1140000	78	0.8%
19800000	75	0.8%
9700000	56	0.6%
3920000	56	0.6%
9200000	54	0.5%
14250000	53	0.5%
4850000	50	0.5%
4900000	43	0.4%
18600000	43	0.4%
Other values (5319)	9405	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70000	1	< 0.1%
114000	1	< 0.1%
150000	1	< 0.1%
165000	2	< 0.1%
194000	1	< 0.1%
196000	1	< 0.1%
200000	2	< 0.1%
203000	1	< 0.1%
250000	1	< 0.1%
264000	1	< 0.1%

Value	Count	Frequency (%)
3900000000	1	< 0.1%
3731000000	1	< 0.1%
3597000000	1	< 0.1%
3415000000	1	< 0.1%
3396716000	1	< 0.1%
3097660000	1	< 0.1%
3047500000	1	< 0.1%
3005575000	1	< 0.1%
3003765070	1	< 0.1%
2882000000	1	< 0.1%

증감액
Categorical

CONSTANT

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

0	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10000	100.0%

변경일자
Date

Distinct	654
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2021-08-09 00:00:00
Maximum	2024-01-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

변경사유
Categorical

IMBALANCE

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

최초생성	9989
최초계약사항	11

Length

Max length	6
Median length	4
Mean length	4.0022
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
최초생성	9989	99.9%
최초계약사항	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
최초생성	9989	99.9%
최초계약사항	11	0.1%

변경금액2
Real number (ℝ)

MISSING

Distinct	1729
Distinct (%)	93.0%
Missing	8140
Missing (%)	81.4%
Infinite	0
Infinite (%)	0.0%
Mean	74633740

Minimum	0
Maximum	3.28773 × 10⁹
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1200000
Q1	10746750
median	22853000
Q3	66509750
95-th percentile	2.96772 × 10⁸
Maximum	3.28773 × 10⁹
Range	3.28773 × 10⁹
Interquartile range (IQR)	55763000

Descriptive statistics

Standard deviation	1.815316 × 10⁸
Coefficient of variation (CV)	2.4322994
Kurtosis	92.351491
Mean	74633740
Median Absolute Deviation (MAD)	18735250
Skewness	7.8856362
Sum	1.3881876 × 10¹¹
Variance	3.2953723 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
760000	26	0.3%
90000000	18	0.2%
950000	13	0.1%
570000	7	0.1%
0	6	0.1%
1200000	6	0.1%
21800000	5	0.1%
10000000	5	0.1%
190000	5	0.1%
380000	4	< 0.1%
Other values (1719)	1765	17.6%
(Missing)	8140	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
40480	1	< 0.1%
190000	5	0.1%
209000	1	< 0.1%
239000	1	< 0.1%
267960	1	< 0.1%
354960	1	< 0.1%
374000	1	< 0.1%
379500	1	< 0.1%
380000	4	< 0.1%

Value	Count	Frequency (%)
3287730000	1	< 0.1%
2421352000	1	< 0.1%
2059910000	1	< 0.1%
1755640000	1	< 0.1%
1574400000	1	< 0.1%
1514403000	1	< 0.1%
1448825000	1	< 0.1%
1439900000	1	< 0.1%
1351110000	1	< 0.1%
1268700000	1	< 0.1%

증감액2
Real number (ℝ)

MISSING

Distinct	1696
Distinct (%)	91.2%
Missing	8140
Missing (%)	81.4%
Infinite	0
Infinite (%)	0.0%
Mean	4290076.8

Minimum	-2.958439 × 10⁸
Maximum	5.39799 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	861
Negative (%)	8.6%
Memory size	166.0 KiB

Quantile statistics

Minimum	-2.958439 × 10⁸
5-th percentile	-6427361.5
Q1	-963750
median	360000
Q3	3613165
95-th percentile	23077934
Maximum	5.39799 × 10⁸
Range	8.356429 × 10⁸
Interquartile range (IQR)	4576915

Descriptive statistics

Standard deviation	28417969
Coefficient of variation (CV)	6.6241168
Kurtosis	193.98113
Mean	4290076.8
Median Absolute Deviation (MAD)	1970620
Skewness	10.826454
Sum	7.9795428 × 10⁹
Variance	8.0758098 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-380000	21	0.2%
-190000	13	0.1%
-570000	11	0.1%
-760000	9	0.1%
-50000	7	0.1%
-240000	6	0.1%
1030000	4	< 0.1%
-70000	4	< 0.1%
-480000	3	< 0.1%
50000	3	< 0.1%
Other values (1686)	1779	17.8%
(Missing)	8140	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-295843900	1	< 0.1%
-117300000	1	< 0.1%
-95327260	1	< 0.1%
-78724800	1	< 0.1%
-59956000	1	< 0.1%
-55130000	1	< 0.1%
-45203160	1	< 0.1%
-44736000	1	< 0.1%
-41547000	1	< 0.1%
-39119060	1	< 0.1%

Value	Count	Frequency (%)
539799000	1	< 0.1%
530209940	1	< 0.1%
451810000	1	< 0.1%
396150000	1	< 0.1%
240230000	1	< 0.1%
180395000	1	< 0.1%
172094600	1	< 0.1%
154885000	1	< 0.1%
152353000	1	< 0.1%
127793610	1	< 0.1%

변경일자2
Date

MISSING

Distinct	485
Distinct (%)	26.1%
Missing	8140
Missing (%)	81.4%
Memory size	156.2 KiB

Minimum	2021-08-31 00:00:00
Maximum	2202-04-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

변경사유2
Text

MISSING

Distinct	685
Distinct (%)	36.8%
Missing	8140
Missing (%)	81.4%
Memory size	156.2 KiB

Length

Max length	197
Median length	88
Mean length	14.031183
Min length	2

Characters and Unicode

Total characters	26098
Distinct characters	431
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	549 ?
Unique (%)	29.5%

Sample

1st row	물량변경에 따른 변경
2nd row	설계변경 및 제경비 정산
3rd row	설계변경
4th row	설계변경 및 제경비 정산
5th row	본공사 영농기 시공중지 기간 제외 및 공기 변경에 따른 용역기간 연장 및 점검횟수 정산 시행

Value	Count	Frequency (%)
정산	684	9.9%
설계변경	591	8.6%
따른	499	7.2%
및	443	6.4%
보험료	308	4.5%
제경비	298	4.3%
변경	231	3.4%
등	159	2.3%
물량	146	2.1%
감액	146	2.1%
Other values (1177)	3383	49.1%

Most occurring characters

Value	Count	Frequency (%)
	5050	19.4%
경	1490	5.7%
변	1152	4.4%
정	989	3.8%
산	952	3.6%
계	903	3.5%
설	861	3.3%
에	591	2.3%
른	508	1.9%
따	508	1.9%
Other values (421)	13094	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19537	74.9%
Space Separator	5050	19.4%
Decimal Number	851	3.3%
Other Punctuation	235	0.9%
Open Punctuation	130	0.5%
Close Punctuation	129	0.5%
Dash Punctuation	65	0.2%
Math Symbol	45	0.2%
Lowercase Letter	29	0.1%
Uppercase Letter	24	0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	1490	7.6%
변	1152	5.9%
정	989	5.1%
산	952	4.9%
계	903	4.6%
설	861	4.4%
에	591	3.0%
른	508	2.6%
따	508	2.6%
보	492	2.5%
Other values (377)	11091	56.8%

Uppercase Letter

Value	Count	Frequency (%)
L	3	12.5%
A	3	12.5%
T	3	12.5%
D	3	12.5%
S	2	8.3%
P	2	8.3%
C	2	8.3%
K	2	8.3%
U	1	4.2%
W	1	4.2%
Other values (2)	2	8.3%

Decimal Number

Value	Count	Frequency (%)
2	201	23.6%
1	153	18.0%
0	135	15.9%
4	81	9.5%
5	64	7.5%
3	59	6.9%
6	49	5.8%
8	43	5.1%
7	36	4.2%
9	30	3.5%

Lowercase Letter

Value	Count	Frequency (%)
m	11	37.9%
h	7	24.1%
a	7	24.1%
f	1	3.4%
d	1	3.4%
n	1	3.4%
o	1	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	120	51.1%
,	100	42.6%
:	8	3.4%
%	5	2.1%
*	1	0.4%
/	1	0.4%

Math Symbol

Value	Count	Frequency (%)
>	27	60.0%
→	17	37.8%
=	1	2.2%

Space Separator

Value	Count	Frequency (%)
	5050	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	130	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	129	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	65	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Other Symbol

Value	Count	Frequency (%)
㎡	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19537	74.9%
Common	6508	24.9%
Latin	53	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	1490	7.6%
변	1152	5.9%
정	989	5.1%
산	952	4.9%
계	903	4.6%
설	861	4.4%
에	591	3.0%
른	508	2.6%
따	508	2.6%
보	492	2.5%
Other values (377)	11091	56.8%

Common

Value	Count	Frequency (%)
	5050	77.6%
2	201	3.1%
1	153	2.4%
0	135	2.1%
(	130	2.0%
)	129	2.0%
.	120	1.8%
,	100	1.5%
4	81	1.2%
-	65	1.0%
Other values (15)	344	5.3%

Latin

Value	Count	Frequency (%)
m	11	20.8%
h	7	13.2%
a	7	13.2%
L	3	5.7%
A	3	5.7%
T	3	5.7%
D	3	5.7%
S	2	3.8%
P	2	3.8%
C	2	3.8%
Other values (9)	10	18.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19532	74.8%
ASCII	6543	25.1%
Arrows	17	0.1%
Compat Jamo	5	< 0.1%
CJK Compat	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5050	77.2%
2	201	3.1%
1	153	2.3%
0	135	2.1%
(	130	2.0%
)	129	2.0%
.	120	1.8%
,	100	1.5%
4	81	1.2%
-	65	1.0%
Other values (32)	379	5.8%

Hangul

Value	Count	Frequency (%)
경	1490	7.6%
변	1152	5.9%
정	989	5.1%
산	952	4.9%
계	903	4.6%
설	861	4.4%
에	591	3.0%
른	508	2.6%
따	508	2.6%
보	492	2.5%
Other values (373)	11086	56.8%

Arrows

Value	Count	Frequency (%)
→	17	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㄴ	2	40.0%
ㅏ	1	20.0%
ㅅ	1	20.0%
ㅇ	1	20.0%

CJK Compat

Value	Count	Frequency (%)
㎡	1	100.0%

변경금액3
Real number (ℝ)

MISSING

Distinct	198
Distinct (%)	100.0%
Missing	9802
Missing (%)	98.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5710465 × 10⁸

Minimum	943000
Maximum	1.8928 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	943000
5-th percentile	4419300
Q1	32762000
median	77915500
Q3	1.90869 × 10⁸
95-th percentile	4.8973006 × 10⁸
Maximum	1.8928 × 10⁹
Range	1.891857 × 10⁹
Interquartile range (IQR)	1.58107 × 10⁸

Descriptive statistics

Standard deviation	2.5396009 × 10⁸
Coefficient of variation (CV)	1.6165027
Kurtosis	26.485821
Mean	1.5710465 × 10⁸
Median Absolute Deviation (MAD)	59199910
Skewness	4.623699
Sum	3.110672 × 10¹⁰
Variance	6.4495729 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99611000	1	< 0.1%
14257200	1	< 0.1%
24614000	1	< 0.1%
45640000	1	< 0.1%
67268000	1	< 0.1%
585276100	1	< 0.1%
12160000	1	< 0.1%
101412000	1	< 0.1%
49599400	1	< 0.1%
37288000	1	< 0.1%
Other values (188)	188	1.9%
(Missing)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
943000	1	< 0.1%
1330000	1	< 0.1%
1730000	1	< 0.1%
2112000	1	< 0.1%
2160000	1	< 0.1%
3760900	1	< 0.1%
3787300	1	< 0.1%
3821400	1	< 0.1%
4160000	1	< 0.1%
4183000	1	< 0.1%

Value	Count	Frequency (%)
1892800000	1	< 0.1%
1794555000	1	< 0.1%
1755000000	1	< 0.1%
852169000	1	< 0.1%
758560000	1	< 0.1%
703800000	1	< 0.1%
640774000	1	< 0.1%
600281000	1	< 0.1%
591666900	1	< 0.1%
585276100	1	< 0.1%

증감액3
Real number (ℝ)

MISSING

Distinct	192
Distinct (%)	97.0%
Missing	9802
Missing (%)	98.0%
Infinite	0
Infinite (%)	0.0%
Mean	157011.57

Minimum	-48050000
Maximum	4.529 × 10⁸
Zeros	1
Zeros (%)	< 0.1%
Negative	174
Negative (%)	1.7%
Memory size	166.0 KiB

Quantile statistics

Minimum	-48050000
5-th percentile	-24270405
Q1	-3661867.5
median	-1083000
Q3	-233942.5
95-th percentile	3225985
Maximum	4.529 × 10⁸
Range	5.0095 × 10⁸
Interquartile range (IQR)	3427925

Descriptive statistics

Standard deviation	39678031
Coefficient of variation (CV)	252.7077
Kurtosis	98.802411
Mean	157011.57
Median Absolute Deviation (MAD)	1043200
Skewness	9.4258623
Sum	31088290
Variance	1.5743462 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-150000	2	< 0.1%
-319000	2	< 0.1%
-6000	2	< 0.1%
-40000	2	< 0.1%
-93000	2	< 0.1%
-1320000	2	< 0.1%
3520000	1	< 0.1%
-1572000	1	< 0.1%
3174100	1	< 0.1%
-80000	1	< 0.1%
Other values (182)	182	1.8%
(Missing)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-48050000	1	< 0.1%
-43180000	1	< 0.1%
-41099000	1	< 0.1%
-39020000	1	< 0.1%
-36562000	1	< 0.1%
-32306000	1	< 0.1%
-32074000	1	< 0.1%
-28232000	1	< 0.1%
-25949000	1	< 0.1%
-24272700	1	< 0.1%

Value	Count	Frequency (%)
452900000	1	< 0.1%
280152000	1	< 0.1%
86585000	1	< 0.1%
17236000	1	< 0.1%
14464000	1	< 0.1%
8074080	1	< 0.1%
6592000	1	< 0.1%
6500000	1	< 0.1%
5760000	1	< 0.1%
3520000	1	< 0.1%

변경일자3
Real number (ℝ)

MISSING

Distinct	149
Distinct (%)	75.3%
Missing	9802
Missing (%)	98.0%
Infinite	0
Infinite (%)	0.0%
Mean	20227204

Minimum	20211108
Maximum	20240130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20211108
5-th percentile	20220295
Q1	20220712
median	20230625
Q3	20231031
95-th percentile	20231222
Maximum	20240130
Range	29022
Interquartile range (IQR)	10319.25

Descriptive statistics

Standard deviation	5960.4184
Coefficient of variation (CV)	0.00029467337
Kurtosis	0.1621429
Mean	20227204
Median Absolute Deviation (MAD)	581.5
Skewness	-0.84381196
Sum	4.0049864 × 10⁹
Variance	35526587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20231222	7	0.1%
20231220	4	< 0.1%
20231031	4	< 0.1%
20230327	3	< 0.1%
20220330	3	< 0.1%
20231215	3	< 0.1%
20230616	3	< 0.1%
20211209	3	< 0.1%
20220624	3	< 0.1%
20230926	2	< 0.1%
Other values (139)	163	1.6%
(Missing)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20211108	1	< 0.1%
20211112	1	< 0.1%
20211207	1	< 0.1%
20211209	3	< 0.1%
20211213	1	< 0.1%
20211231	1	< 0.1%
20220127	1	< 0.1%
20220228	1	< 0.1%
20220307	1	< 0.1%
20220316	1	< 0.1%

Value	Count	Frequency (%)
20240130	1	< 0.1%
20240129	1	< 0.1%
20240118	1	< 0.1%
20240109	1	< 0.1%
20231228	1	< 0.1%
20231227	2	< 0.1%
20231226	2	< 0.1%
20231222	7	0.1%
20231221	1	< 0.1%
20231220	4	< 0.1%

변경사유3
Text

MISSING

Distinct	93
Distinct (%)	47.0%
Missing	9802
Missing (%)	98.0%
Memory size	156.2 KiB

Length

Max length	33
Median length	25
Mean length	12.994949
Min length	1

Characters and Unicode

Total characters	2573
Distinct characters	123
Distinct categories	8 ?
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	66 ?
Unique (%)	33.3%

Sample

1st row	실처리량 기준으로 정산
2nd row	보험료정산에 따른 감액
3rd row	보험료 정산에 따른 감액
4th row	보험료 등 정산
5th row	정산감액

Value	Count	Frequency (%)
정산	112	16.4%
보험료	81	11.9%
등	61	8.9%
따른	59	8.6%
사후정산제에	45	6.6%
의거	40	5.9%
감액	37	5.4%
제경비	26	3.8%
정산에	21	3.1%
설계변경	14	2.0%
Other values (89)	187	27.4%

Most occurring characters

Value	Count	Frequency (%)
	489	19.0%
산	215	8.4%
정	209	8.1%
보	119	4.6%
에	101	3.9%
료	101	3.9%
험	98	3.8%
제	85	3.3%
경	73	2.8%
등	61	2.4%
Other values (113)	1022	39.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2023	78.6%
Space Separator	489	19.0%
Decimal Number	30	1.2%
Other Punctuation	11	0.4%
Close Punctuation	8	0.3%
Open Punctuation	8	0.3%
Dash Punctuation	3	0.1%
Control	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	215	10.6%
정	209	10.3%
보	119	5.9%
에	101	5.0%
료	101	5.0%
험	98	4.8%
제	85	4.2%
경	73	3.6%
등	61	3.0%
따	60	3.0%
Other values (97)	901	44.5%

Decimal Number

Value	Count	Frequency (%)
2	10	33.3%
7	7	23.3%
0	3	10.0%
1	3	10.0%
8	2	6.7%
4	2	6.7%
3	1	3.3%
6	1	3.3%
5	1	3.3%

Other Punctuation

Value	Count	Frequency (%)
.	7	63.6%
,	4	36.4%

Space Separator

Value	Count	Frequency (%)
	489	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2023	78.6%
Common	550	21.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	215	10.6%
정	209	10.3%
보	119	5.9%
에	101	5.0%
료	101	5.0%
험	98	4.8%
제	85	4.2%
경	73	3.6%
등	61	3.0%
따	60	3.0%
Other values (97)	901	44.5%

Common

Value	Count	Frequency (%)
	489	88.9%
2	10	1.8%
)	8	1.5%
(	8	1.5%
.	7	1.3%
7	7	1.3%
,	4	0.7%
0	3	0.5%
1	3	0.5%
-	3	0.5%
Other values (6)	8	1.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2023	78.6%
ASCII	550	21.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	489	88.9%
2	10	1.8%
)	8	1.5%
(	8	1.5%
.	7	1.3%
7	7	1.3%
,	4	0.7%
0	3	0.5%
1	3	0.5%
-	3	0.5%
Other values (6)	8	1.5%

Hangul

Value	Count	Frequency (%)
산	215	10.6%
정	209	10.3%
보	119	5.9%
에	101	5.0%
료	101	5.0%
험	98	4.8%
제	85	4.2%
경	73	3.6%
등	61	3.0%
따	60	3.0%
Other values (97)	901	44.5%

예정가격
Real number (ℝ)

SKEWED ZEROS

Distinct	3079
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41796217

Minimum	0
Maximum	1.5914089 × 10¹⁰
Zeros	4990
Zeros (%)	49.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	351000
Q3	15000000
95-th percentile	1.044073 × 10⁸
Maximum	1.5914089 × 10¹⁰
Range	1.5914089 × 10¹⁰
Interquartile range (IQR)	15000000

Descriptive statistics

Standard deviation	3.7044309 × 10⁸
Coefficient of variation (CV)	8.863077
Kurtosis	1003.0317
Mean	41796217
Median Absolute Deviation (MAD)	351000
Skewness	28.052215
Sum	4.1796217 × 10¹¹
Variance	1.3722808 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4990	49.9%
20000000.0	105	1.1%
22000000.0	82	0.8%
10000000.0	67	0.7%
15000000.0	58	0.6%
5000000.0	38	0.4%
4000000.0	36	0.4%
21000000.0	36	0.4%
19800000.0	35	0.4%
18000000.0	32	0.3%
Other values (3069)	4521	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4990	49.9%
58054.23	1	< 0.1%
150000.0	1	< 0.1%
165000.0	2	< 0.1%
203000.0	1	< 0.1%
250000.0	1	< 0.1%
258000.0	1	< 0.1%
330000.0	1	< 0.1%
340000.0	1	< 0.1%
350000.0	1	< 0.1%

Value	Count	Frequency (%)
15914089400.0	1	< 0.1%
15820000000.0	1	< 0.1%
12683294450.0	1	< 0.1%
11744641700.0	1	< 0.1%
10896297775.0	1	< 0.1%
6286076550.0	1	< 0.1%
5154916950.0	1	< 0.1%
4626052475.0	1	< 0.1%
4597438100.0	1	< 0.1%
3900000000.0	1	< 0.1%

낙찰율
Real number (ℝ)

ZEROS

Distinct	1105
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.455341

Minimum	0
Maximum	109
Zeros	4935
Zeros (%)	49.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	87
Q3	93.032
95-th percentile	100
Maximum	109
Range	109
Interquartile range (IQR)	93.032

Descriptive statistics

Standard deviation	46.973251
Coefficient of variation (CV)	0.98984118
Kurtosis	-1.9820099
Mean	47.455341
Median Absolute Deviation (MAD)	13
Skewness	-0.01105889
Sum	474553.41
Variance	2206.4863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4935	49.4%
100.0	864	8.6%
88.0	473	4.7%
92.0	456	4.6%
90.0	329	3.3%
95.0	266	2.7%
97.0	167	1.7%
93.0	154	1.5%
98.0	139	1.4%
96.0	87	0.9%
Other values (1095)	2130	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4935	49.4%
9.0	1	< 0.1%
9.005	1	< 0.1%
45.697	1	< 0.1%
60.0	1	< 0.1%
66.667	3	< 0.1%
68.057	1	< 0.1%
68.571	1	< 0.1%
75.0	2	< 0.1%
78.126	1	< 0.1%

Value	Count	Frequency (%)
109.0	1	< 0.1%
100.0	864	8.6%
99.88	1	< 0.1%
99.851	1	< 0.1%
99.788	1	< 0.1%
99.583	1	< 0.1%
99.445	1	< 0.1%
99.415	1	< 0.1%
99.382	1	< 0.1%
99.237	1	< 0.1%

선급금액
Real number (ℝ)

MISSING

Distinct	370
Distinct (%)	76.4%
Missing	9516
Missing (%)	95.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.2906076 × 10⁸

Minimum	315000
Maximum	2.517 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	315000
5-th percentile	9048750
Q1	27855000
median	53587685
Q3	1.2 × 10⁸
95-th percentile	5.1105 × 10⁸
Maximum	2.517 × 10⁹
Range	2.516685 × 10⁹
Interquartile range (IQR)	92145000

Descriptive statistics

Standard deviation	2.5060917 × 10⁸
Coefficient of variation (CV)	1.9417921
Kurtosis	41.913126
Mean	1.2906076 × 10⁸
Median Absolute Deviation (MAD)	34602315
Skewness	5.6709044
Sum	6.2465408 × 10¹⁰
Variance	6.2804957 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40000000	12	0.1%
30000000	10	0.1%
44000000	7	0.1%
50000000	7	0.1%
100000000	4	< 0.1%
24000000	4	< 0.1%
28000000	4	< 0.1%
45000000	4	< 0.1%
7385000	4	< 0.1%
25000000	3	< 0.1%
Other values (360)	425	4.2%
(Missing)	9516	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
315000	1	< 0.1%
600000	1	< 0.1%
1737450	1	< 0.1%
2400000	1	< 0.1%
3444000	1	< 0.1%
3660000	1	< 0.1%
4960200	1	< 0.1%
5055840	1	< 0.1%
5400000	1	< 0.1%
5440000	1	< 0.1%

Value	Count	Frequency (%)
2517000000	1	< 0.1%
2390000000	1	< 0.1%
2133250000	1	< 0.1%
1551000000	1	< 0.1%
1300000000	1	< 0.1%
1081576520	1	< 0.1%
1006500000	1	< 0.1%
900000000	1	< 0.1%
855000000	1	< 0.1%
840000000	1	< 0.1%

선급금액2
Real number (ℝ)

MISSING

Distinct	14
Distinct (%)	100.0%
Missing	9986
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.1087474 × 10⁸

Minimum	462000
Maximum	5.5 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	462000
5-th percentile	473700
Q1	10928700
median	66883845
Q3	1.189757 × 10⁸
95-th percentile	3.7018564 × 10⁸
Maximum	5.5 × 10⁸
Range	5.49538 × 10⁸
Interquartile range (IQR)	1.08047 × 10⁸

Descriptive statistics

Standard deviation	1.4966218 × 10⁸
Coefficient of variation (CV)	1.3498311
Kurtosis	5.5698321
Mean	1.1087474 × 10⁸
Median Absolute Deviation (MAD)	58629200
Skewness	2.2359328
Sum	1.5522464 × 10⁹
Variance	2.2398769 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
79080000	1	< 0.1%
126000000	1	< 0.1%
202000000	1	< 0.1%
89000000	1	< 0.1%
54687690	1	< 0.1%
17490000	1	< 0.1%
462000	1	< 0.1%
273362530	1	< 0.1%
550000000	1	< 0.1%
6000000	1	< 0.1%
Other values (4)	4	< 0.1%
(Missing)	9986	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
462000	1	< 0.1%
480000	1	< 0.1%
6000000	1	< 0.1%
8741600	1	< 0.1%
17490000	1	< 0.1%
47039800	1	< 0.1%
54687690	1	< 0.1%
79080000	1	< 0.1%
89000000	1	< 0.1%
97902810	1	< 0.1%

Value	Count	Frequency (%)
550000000	1	< 0.1%
273362530	1	< 0.1%
202000000	1	< 0.1%
126000000	1	< 0.1%
97902810	1	< 0.1%
89000000	1	< 0.1%
79080000	1	< 0.1%
54687690	1	< 0.1%
47039800	1	< 0.1%
17490000	1	< 0.1%

선급금액3
Categorical

IMBALANCE

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

<NA>	9999
1960000	1

Length

Max length	7
Median length	4
Mean length	4.0003
Min length	4

Unique

Unique	1 ?
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>	9999	> 99.9%
1960000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
1960000	1	< 0.1%

기성금액
Real number (ℝ)

MISSING

Distinct	266
Distinct (%)	94.3%
Missing	9718
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	41314038

Minimum	88000
Maximum	1.181 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	88000
5-th percentile	716750
Q1	2366250
median	5708500
Q3	23802548
95-th percentile	1.998564 × 10⁸
Maximum	1.181 × 10⁹
Range	1.180912 × 10⁹
Interquartile range (IQR)	21436298

Descriptive statistics

Standard deviation	1.0667923 × 10⁸
Coefficient of variation (CV)	2.5821544
Kurtosis	52.257412
Mean	41314038
Median Absolute Deviation (MAD)	4384750
Skewness	6.1557401
Sum	1.1650559 × 10¹⁰
Variance	1.1380457 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4950000	3	< 0.1%
1150000	3	< 0.1%
3000000	3	< 0.1%
6700000	2	< 0.1%
1644000	2	< 0.1%
4515000	2	< 0.1%
100000000	2	< 0.1%
1000000	2	< 0.1%
1780000	2	< 0.1%
1323750	2	< 0.1%
Other values (256)	259	2.6%
(Missing)	9718	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
88000	1	< 0.1%
100000	1	< 0.1%
147400	1	< 0.1%
198000	1	< 0.1%
255000	1	< 0.1%
264000	1	< 0.1%
307500	1	< 0.1%
470000	1	< 0.1%
475000	1	< 0.1%
500000	1	< 0.1%

Value	Count	Frequency (%)
1181000000	1	< 0.1%
592020000	1	< 0.1%
584800000	1	< 0.1%
534820000	1	< 0.1%
424396000	1	< 0.1%
317103000	1	< 0.1%
295025000	1	< 0.1%
265848000	1	< 0.1%
239420000	1	< 0.1%
229858400	1	< 0.1%

기성금액2
Real number (ℝ)

MISSING

Distinct	108
Distinct (%)	93.1%
Missing	9884
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	36389873

Minimum	73700
Maximum	1.4004814 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	73700
5-th percentile	184750
Q1	1317130
median	3324705
Q3	8157150
95-th percentile	1.9625 × 10⁸
Maximum	1.4004814 × 10⁹
Range	1.4004077 × 10⁹
Interquartile range (IQR)	6840020

Descriptive statistics

Standard deviation	1.4229333 × 10⁸
Coefficient of variation (CV)	3.9102452
Kurtosis	74.935294
Mean	36389873
Median Absolute Deviation (MAD)	2174705
Skewness	8.0746856
Sum	4.2212253 × 10⁹
Variance	2.0247391 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1150000	3	< 0.1%
4950000	3	< 0.1%
100000	2	< 0.1%
1780000	2	< 0.1%
1323750	2	< 0.1%
4515000	2	< 0.1%
88000	1	< 0.1%
55557000	1	< 0.1%
6383000	1	< 0.1%
63000000	1	< 0.1%
Other values (98)	98	1.0%
(Missing)	9884	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73700	1	< 0.1%
88000	1	< 0.1%
100000	2	< 0.1%
133000	1	< 0.1%
145000	1	< 0.1%
198000	1	< 0.1%
255000	1	< 0.1%
307500	1	< 0.1%
500000	1	< 0.1%
580000	1	< 0.1%

Value	Count	Frequency (%)
1400481400	1	< 0.1%
417185300	1	< 0.1%
273000000	1	< 0.1%
232711000	1	< 0.1%
214400500	1	< 0.1%
200000000	1	< 0.1%
195000000	1	< 0.1%
179041640	1	< 0.1%
136537500	1	< 0.1%
99400000	1	< 0.1%

기성금액3
Real number (ℝ)

MISSING

Distinct	66
Distinct (%)	95.7%
Missing	9931
Missing (%)	99.3%
Infinite	0
Infinite (%)	0.0%
Mean	24422772

Minimum	73700
Maximum	2.7237336 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	73700
5-th percentile	113200
Q1	1354250
median	3935000
Q3	8615780
95-th percentile	1.657374 × 10⁸
Maximum	2.7237336 × 10⁸
Range	2.7229966 × 10⁸
Interquartile range (IQR)	7261530

Descriptive statistics

Standard deviation	56053687
Coefficient of variation (CV)	2.2951403
Kurtosis	9.0692709
Mean	24422772
Median Absolute Deviation (MAD)	2785000
Skewness	3.0605364
Sum	1.6851712 × 10⁹
Variance	3.1420158 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4950000	2	< 0.1%
100000	2	< 0.1%
1150000	2	< 0.1%
145000	1	< 0.1%
16930000	1	< 0.1%
470000	1	< 0.1%
55557000	1	< 0.1%
6383000	1	< 0.1%
4405000	1	< 0.1%
3960000	1	< 0.1%
Other values (56)	56	0.6%
(Missing)	9931	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73700	1	< 0.1%
88000	1	< 0.1%
100000	2	< 0.1%
133000	1	< 0.1%
145000	1	< 0.1%
470000	1	< 0.1%
580000	1	< 0.1%
800000	1	< 0.1%
822250	1	< 0.1%
832370	1	< 0.1%

Value	Count	Frequency (%)
272373360	1	< 0.1%
231410000	1	< 0.1%
201625400	1	< 0.1%
185204000	1	< 0.1%
136537500	1	< 0.1%
99400000	1	< 0.1%
96517410	1	< 0.1%
63114330	1	< 0.1%
55557000	1	< 0.1%
48197430	1	< 0.1%

기성금액4
Real number (ℝ)

MISSING

Distinct	35
Distinct (%)	97.2%
Missing	9964
Missing (%)	99.6%
Infinite	0
Infinite (%)	0.0%
Mean	14741982

Minimum	73700
Maximum	99400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	73700
5-th percentile	97000
Q1	937782.5
median	2832555
Q3	12068020
95-th percentile	71465100
Maximum	99400000
Range	99326300
Interquartile range (IQR)	11130238

Descriptive statistics

Standard deviation	26047182
Coefficient of variation (CV)	1.7668711
Kurtosis	4.5732483
Mean	14741982
Median Absolute Deviation (MAD)	2693555
Skewness	2.2722346
Sum	5.3071137 × 10⁸
Variance	6.7845571 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
100000	2	< 0.1%
6383000	1	< 0.1%
470000	1	< 0.1%
16930000	1	< 0.1%
34410100	1	< 0.1%
1100000	1	< 0.1%
133000	1	< 0.1%
1611660	1	< 0.1%
28393100	1	< 0.1%
4794400	1	< 0.1%
Other values (25)	25	0.2%
(Missing)	9964	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73700	1	< 0.1%
88000	1	< 0.1%
100000	2	< 0.1%
133000	1	< 0.1%
145000	1	< 0.1%
470000	1	< 0.1%
580000	1	< 0.1%
800000	1	< 0.1%
983710	1	< 0.1%
1100000	1	< 0.1%

Value	Count	Frequency (%)
99400000	1	< 0.1%
96517410	1	< 0.1%
63114330	1	< 0.1%
55557000	1	< 0.1%
48197430	1	< 0.1%
34410100	1	< 0.1%
28393100	1	< 0.1%
17462500	1	< 0.1%
16930000	1	< 0.1%
10447360	1	< 0.1%

기성금액5
Real number (ℝ)

MISSING

Distinct	33
Distinct (%)	100.0%
Missing	9967
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	15050382

Minimum	73700
Maximum	99400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	73700
5-th percentile	111016
Q1	800000
median	2792770
Q3	10224420
95-th percentile	76475562
Maximum	99400000
Range	99326300
Interquartile range (IQR)	9424420

Descriptive statistics

Standard deviation	27009077
Coefficient of variation (CV)	1.7945775
Kurtosis	4.1224137
Mean	15050382
Median Absolute Deviation (MAD)	2452770
Skewness	2.205556
Sum	4.966626 × 10⁸
Variance	7.2949023 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
1611660	1	< 0.1%
55557000	1	< 0.1%
470000	1	< 0.1%
17980000	1	< 0.1%
34410100	1	< 0.1%
1100000	1	< 0.1%
133000	1	< 0.1%
19791200	1	< 0.1%
2872340	1	< 0.1%
4339400	1	< 0.1%
Other values (23)	23	0.2%
(Missing)	9967	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73700	1	< 0.1%
100000	1	< 0.1%
118360	1	< 0.1%
133000	1	< 0.1%
145000	1	< 0.1%
340000	1	< 0.1%
470000	1	< 0.1%
580000	1	< 0.1%
800000	1	< 0.1%
1100000	1	< 0.1%

Value	Count	Frequency (%)
99400000	1	< 0.1%
96517410	1	< 0.1%
63114330	1	< 0.1%
55557000	1	< 0.1%
48197430	1	< 0.1%
34410100	1	< 0.1%
19791200	1	< 0.1%
17980000	1	< 0.1%
10224420	1	< 0.1%
8942840	1	< 0.1%

기성금액6
Real number (ℝ)

MISSING

Distinct	30
Distinct (%)	100.0%
Missing	9970
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	15844273

Minimum	44000
Maximum	99400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	44000
5-th percentile	85535
Q1	1112500
median	2832555
Q3	9643545
95-th percentile	81486024
Maximum	99400000
Range	99356000
Interquartile range (IQR)	8531045

Descriptive statistics

Standard deviation	28094857
Coefficient of variation (CV)	1.7731869
Kurtosis	3.5153611
Mean	15844273
Median Absolute Deviation (MAD)	2645055
Skewness	2.09517
Sum	4.7532819 × 10⁸
Variance	7.8932099 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
145000	1	< 0.1%
8474400	1	< 0.1%
44000	1	< 0.1%
3989690	1	< 0.1%
1150000	1	< 0.1%
5267600	1	< 0.1%
1611660	1	< 0.1%
133000	1	< 0.1%
1100000	1	< 0.1%
34410100	1	< 0.1%
Other values (20)	20	0.2%
(Missing)	9970	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44000	1	< 0.1%
73700	1	< 0.1%
100000	1	< 0.1%
133000	1	< 0.1%
145000	1	< 0.1%
230000	1	< 0.1%
800000	1	< 0.1%
1100000	1	< 0.1%
1150000	1	< 0.1%
1160000	1	< 0.1%

Value	Count	Frequency (%)
99400000	1	< 0.1%
96517410	1	< 0.1%
63114330	1	< 0.1%
55557000	1	< 0.1%
48197430	1	< 0.1%
34410100	1	< 0.1%
17980000	1	< 0.1%
10033260	1	< 0.1%
8474400	1	< 0.1%
6383000	1	< 0.1%

기성금액7
Real number (ℝ)

MISSING

Distinct	24
Distinct (%)	100.0%
Missing	9976
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	19605590

Minimum	88000
Maximum	99400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	88000
5-th percentile	158050
Q1	1572570
median	4072845
Q3	22087525
95-th percentile	91506948
Maximum	99400000
Range	99312000
Interquartile range (IQR)	20514955

Descriptive statistics

Standard deviation	30396481
Coefficient of variation (CV)	1.5503987
Kurtosis	2.0527263
Mean	19605590
Median Absolute Deviation (MAD)	3372845
Skewness	1.7491214
Sum	4.7053415 × 10⁸
Variance	9.2394606 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
55557000	1	< 0.1%
9357850	1	< 0.1%
88000	1	< 0.1%
3989690	1	< 0.1%
1150000	1	< 0.1%
4362800	1	< 0.1%
1611660	1	< 0.1%
133000	1	< 0.1%
1100000	1	< 0.1%
34410100	1	< 0.1%
Other values (14)	14	0.1%
(Missing)	9976	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
88000	1	< 0.1%
133000	1	< 0.1%
300000	1	< 0.1%
1100000	1	< 0.1%
1150000	1	< 0.1%
1455300	1	< 0.1%
1611660	1	< 0.1%
1644000	1	< 0.1%
2367200	1	< 0.1%
2792770	1	< 0.1%

Value	Count	Frequency (%)
99400000	1	< 0.1%
96517410	1	< 0.1%
63114330	1	< 0.1%
55557000	1	< 0.1%
48197430	1	< 0.1%
34410100	1	< 0.1%
17980000	1	< 0.1%
13808270	1	< 0.1%
9357850	1	< 0.1%
4362800	1	< 0.1%

기성금액8
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	100.0%
Missing	9993
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	8911571.4

Minimum	133000
Maximum	48197430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	133000
5-th percentile	576598
Q1	1627830
median	2792770
Q3	4001070
95-th percentile	35277141
Maximum	48197430
Range	48064430
Interquartile range (IQR)	2373240

Descriptive statistics

Standard deviation	17391387
Coefficient of variation (CV)	1.9515511
Kurtosis	6.82507
Mean	8911571.4
Median Absolute Deviation (MAD)	1181110
Skewness	2.6029471
Sum	62381000
Variance	3.0246036 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2872340	1	< 0.1%
2792770	1	< 0.1%
1644000	1	< 0.1%
48197430	1	< 0.1%
133000	1	< 0.1%
1611660	1	< 0.1%
5129800	1	< 0.1%
(Missing)	9993	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
133000	1	< 0.1%
1611660	1	< 0.1%
1644000	1	< 0.1%
2792770	1	< 0.1%
2872340	1	< 0.1%
5129800	1	< 0.1%
48197430	1	< 0.1%

Value	Count	Frequency (%)
48197430	1	< 0.1%
5129800	1	< 0.1%
2872340	1	< 0.1%
2792770	1	< 0.1%
1644000	1	< 0.1%
1611660	1	< 0.1%
133000	1	< 0.1%

준공금액
Real number (ℝ)

MISSING

Distinct	4565
Distinct (%)	56.2%
Missing	1883
Missing (%)	18.8%
Infinite	0
Infinite (%)	0.0%
Mean	18793966

Minimum	40480
Maximum	1.15448 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	40480
5-th percentile	1154000
Q1	3920000
median	9220000
Q3	18220000
95-th percentile	69626000
Maximum	1.15448 × 10⁹
Range	1.1544395 × 10⁹
Interquartile range (IQR)	14300000

Descriptive statistics

Standard deviation	41452469
Coefficient of variation (CV)	2.2056265
Kurtosis	185.83411
Mean	18793966
Median Absolute Deviation (MAD)	6310000
Skewness	10.389308
Sum	1.5255062 × 10¹¹
Variance	1.7183072 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18000000	77	0.8%
19800000	58	0.6%
3920000	51	0.5%
9200000	50	0.5%
4850000	43	0.4%
9700000	42	0.4%
4900000	38	0.4%
14250000	37	0.4%
2000000	33	0.3%
2200000	31	0.3%
Other values (4555)	7657	76.6%
(Missing)	1883	18.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40480	1	< 0.1%
70000	1	< 0.1%
114000	1	< 0.1%
190000	5	0.1%
194000	1	< 0.1%
196000	1	< 0.1%
200000	2	< 0.1%
203000	1	< 0.1%
209000	1	< 0.1%
239000	1	< 0.1%

Value	Count	Frequency (%)
1154480000	1	< 0.1%
1093470500	1	< 0.1%
859290700	1	< 0.1%
636033200	1	< 0.1%
586819480	1	< 0.1%
542259500	1	< 0.1%
534306490	1	< 0.1%
511137000	1	< 0.1%
510454000	1	< 0.1%
474056000	1	< 0.1%

업체명
Text

MISSING

Distinct	16
Distinct (%)	84.2%
Missing	9981
Missing (%)	99.8%
Memory size	156.2 KiB

Length

Max length	16
Median length	9
Mean length	8.3684211
Min length	5

Characters and Unicode

Total characters	159
Distinct characters	53
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	14 ?
Unique (%)	73.7%

Sample

1st row	(주)삼현비앤이
2nd row	일소건설(주)
3rd row	주식회사 구마에스앤씨(S&C)
4th row	(주)경우종합건설
5th row	버드건설(주)

Value	Count	Frequency (%)
주	3	12.0%
주식회사	3	12.0%
삼원씨엔이	3	12.0%
구마에스앤씨(s&c	2	8.0%
주)성림조경	1	4.0%
주)거양	1	4.0%
프레임건설	1	4.0%
주)도원에스이	1	4.0%
금정개발(주	1	4.0%
주)동서에코라인	1	4.0%
Other values (8)	8	32.0%

Most occurring characters

Value	Count	Frequency (%)
주	18	11.3%
(	17	10.7%
)	17	10.7%
건	8	5.0%
설	7	4.4%
	6	3.8%
씨	5	3.1%
이	5	3.1%
원	4	2.5%
삼	4	2.5%
Other values (43)	68	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	113	71.1%
Open Punctuation	17	10.7%
Close Punctuation	17	10.7%
Space Separator	6	3.8%
Uppercase Letter	4	2.5%
Other Punctuation	2	1.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	18	15.9%
건	8	7.1%
설	7	6.2%
씨	5	4.4%
이	5	4.4%
원	4	3.5%
삼	4	3.5%
에	4	3.5%
엔	3	2.7%
식	3	2.7%
Other values (37)	52	46.0%

Uppercase Letter

Value	Count	Frequency (%)
C	2	50.0%
S	2	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17	100.0%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	113	71.1%
Common	42	26.4%
Latin	4	2.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	18	15.9%
건	8	7.1%
설	7	6.2%
씨	5	4.4%
이	5	4.4%
원	4	3.5%
삼	4	3.5%
에	4	3.5%
엔	3	2.7%
식	3	2.7%
Other values (37)	52	46.0%

Common

Value	Count	Frequency (%)
(	17	40.5%
)	17	40.5%
	6	14.3%
&	2	4.8%

Latin

Value	Count	Frequency (%)
C	2	50.0%
S	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	113	71.1%
ASCII	46	28.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	18	15.9%
건	8	7.1%
설	7	6.2%
씨	5	4.4%
이	5	4.4%
원	4	3.5%
삼	4	3.5%
에	4	3.5%
엔	3	2.7%
식	3	2.7%
Other values (37)	52	46.0%

ASCII

Value	Count	Frequency (%)
(	17	37.0%
)	17	37.0%
	6	13.0%
C	2	4.3%
&	2	4.3%
S	2	4.3%

계약대표자
Text

MISSING

Distinct	16
Distinct (%)	84.2%
Missing	9981
Missing (%)	99.8%
Memory size	156.2 KiB

Length

Max length	7
Median length	3
Mean length	3.2105263
Min length	3

Characters and Unicode

Total characters	61
Distinct characters	36
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	14 ?
Unique (%)	73.7%

Sample

1st row	구자겸,최동남
2nd row	김익홍
3rd row	이태민
4th row	서부원
5th row	김정욱

Value	Count	Frequency (%)
이병청	3	15.8%
이태민	2	10.5%
이경희	1	5.3%
김익홍	1	5.3%
서부원	1	5.3%
김정욱	1	5.3%
정제원	1	5.3%
구자겸,최동남	1	5.3%
도경준	1	5.3%
최병기	1	5.3%
Other values (6)	6	31.6%

Most occurring characters

Value	Count	Frequency (%)
이	8	13.1%
병	4	6.6%
청	3	4.9%
원	3	4.9%
서	2	3.3%
동	2	3.3%
최	2	3.3%
장	2	3.3%
상	2	3.3%
정	2	3.3%
Other values (26)	31	50.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60	98.4%
Other Punctuation	1	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	8	13.3%
병	4	6.7%
청	3	5.0%
원	3	5.0%
서	2	3.3%
동	2	3.3%
최	2	3.3%
장	2	3.3%
상	2	3.3%
정	2	3.3%
Other values (25)	30	50.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	60	98.4%
Common	1	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	8	13.3%
병	4	6.7%
청	3	5.0%
원	3	5.0%
서	2	3.3%
동	2	3.3%
최	2	3.3%
장	2	3.3%
상	2	3.3%
정	2	3.3%
Other values (25)	30	50.0%

Common

Value	Count	Frequency (%)
,	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60	98.4%
ASCII	1	1.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	8	13.3%
병	4	6.7%
청	3	5.0%
원	3	5.0%
서	2	3.3%
동	2	3.3%
최	2	3.3%
장	2	3.3%
상	2	3.3%
정	2	3.3%
Other values (25)	30	50.0%

ASCII

Value	Count	Frequency (%)
,	1	100.0%

공종
Text

MISSING

Distinct	13
Distinct (%)	68.4%
Missing	9981
Missing (%)	99.8%
Memory size	156.2 KiB

Length

Max length	30
Median length	9
Mean length	7.4210526
Min length	2

Characters and Unicode

Total characters	141
Distinct characters	55
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	10 ?
Unique (%)	52.6%

Sample

1st row	철근콘크리트공사 PRECOM거더(라멘형) 제작 및 가설
2nd row	철근콘크리트공사업
3rd row	토공사
4th row	토목공사업
5th row	토공사

Value	Count	Frequency (%)
토공사	4	16.7%
철근콘크리트공사	3	12.5%
철근콘크리트	3	12.5%
제작설치(특허	1	4.2%
조적,미장,방수,도장	1	4.2%
석면해체	1	4.2%
방수	1	4.2%
조경식재	1	4.2%
조경시설물공사	1	4.2%
토목공사업	1	4.2%
Other values (7)	7	29.2%

Most occurring characters

Value	Count	Frequency (%)
공	11	7.8%
사	11	7.8%
철	7	5.0%
근	7	5.0%
콘	7	5.0%
크	7	5.0%
리	7	5.0%
트	7	5.0%
토	5	3.5%
	5	3.5%
Other values (45)	67	47.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	120	85.1%
Uppercase Letter	9	6.4%
Space Separator	5	3.5%
Other Punctuation	3	2.1%
Close Punctuation	2	1.4%
Open Punctuation	2	1.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	11	9.2%
사	11	9.2%
철	7	5.8%
근	7	5.8%
콘	7	5.8%
크	7	5.8%
리	7	5.8%
트	7	5.8%
토	5	4.2%
조	4	3.3%
Other values (34)	47	39.2%

Uppercase Letter

Value	Count	Frequency (%)
S	2	22.2%
P	2	22.2%
R	1	11.1%
M	1	11.1%
E	1	11.1%
C	1	11.1%
O	1	11.1%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	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	120	85.1%
Common	12	8.5%
Latin	9	6.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	11	9.2%
사	11	9.2%
철	7	5.8%
근	7	5.8%
콘	7	5.8%
크	7	5.8%
리	7	5.8%
트	7	5.8%
토	5	4.2%
조	4	3.3%
Other values (34)	47	39.2%

Latin

Value	Count	Frequency (%)
S	2	22.2%
P	2	22.2%
R	1	11.1%
M	1	11.1%
E	1	11.1%
C	1	11.1%
O	1	11.1%

Common

Value	Count	Frequency (%)
	5	41.7%
,	3	25.0%
)	2	16.7%
(	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	120	85.1%
ASCII	21	14.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
공	11	9.2%
사	11	9.2%
철	7	5.8%
근	7	5.8%
콘	7	5.8%
크	7	5.8%
리	7	5.8%
트	7	5.8%
토	5	4.2%
조	4	3.3%
Other values (34)	47	39.2%

ASCII

Value	Count	Frequency (%)
	5	23.8%
,	3	14.3%
)	2	9.5%
S	2	9.5%
P	2	9.5%
(	2	9.5%
R	1	4.8%
M	1	4.8%
E	1	4.8%
C	1	4.8%

하도급율
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	94.7%
Missing	9981
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	89.062105

Minimum	82
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	82
5-th percentile	82.108
Q1	83.36
median	86.82
Q3	94.94
95-th percentile	99.451
Maximum	100
Range	18
Interquartile range (IQR)	11.58

Descriptive statistics

Standard deviation	6.5315309
Coefficient of variation (CV)	0.073336812
Kurtosis	-1.3418341
Mean	89.062105
Median Absolute Deviation (MAD)	4.59
Skewness	0.52453031
Sum	1692.18
Variance	42.660895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
85.0	2	< 0.1%
83.33	1	< 0.1%
92.0	1	< 0.1%
96.0	1	< 0.1%
98.5	1	< 0.1%
87.98	1	< 0.1%
93.88	1	< 0.1%
82.23	1	< 0.1%
82.12	1	< 0.1%
97.01	1	< 0.1%
Other values (8)	8	0.1%
(Missing)	9981	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
82.0	1	< 0.1%
82.12	1	< 0.1%
82.23	1	< 0.1%
82.52	1	< 0.1%
83.33	1	< 0.1%
83.39	1	< 0.1%
84.98	1	< 0.1%
85.0	2	< 0.1%
86.82	1	< 0.1%
87.98	1	< 0.1%

Value	Count	Frequency (%)
100.0	1	< 0.1%
99.39	1	< 0.1%
98.5	1	< 0.1%
97.01	1	< 0.1%
96.0	1	< 0.1%
93.88	1	< 0.1%
92.0	1	< 0.1%
90.03	1	< 0.1%
87.98	1	< 0.1%
86.82	1	< 0.1%

업체명2
Text

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	9992
Missing (%)	99.9%
Memory size	156.2 KiB

Length

Max length	9
Median length	8
Mean length	7.25
Min length	4

Characters and Unicode

Total characters	58
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	8 ?
Unique (%)	100.0%

Sample

1st row	삼원산업개발(주)
2nd row	(주)태우건설
3rd row	부건건설(주)
4th row	(주)거양
5th row	일류건설 주식회사

Value	Count	Frequency (%)
삼원산업개발(주	1	11.1%
주)태우건설	1	11.1%
부건건설(주	1	11.1%
주)거양	1	11.1%
일류건설	1	11.1%
주식회사	1	11.1%
주)도원에스이	1	11.1%
부산유리	1	11.1%
주)신한에스엔지	1	11.1%

Most occurring characters

Value	Count	Frequency (%)
주	7	12.1%
(	6	10.3%
)	6	10.3%
건	4	6.9%
설	3	5.2%
부	2	3.4%
산	2	3.4%
에	2	3.4%
원	2	3.4%
스	2	3.4%
Other values (22)	22	37.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	45	77.6%
Open Punctuation	6	10.3%
Close Punctuation	6	10.3%
Space Separator	1	1.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	7	15.6%
건	4	8.9%
설	3	6.7%
부	2	4.4%
산	2	4.4%
에	2	4.4%
원	2	4.4%
스	2	4.4%
삼	1	2.2%
도	1	2.2%
Other values (19)	19	42.2%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	45	77.6%
Common	13	22.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	7	15.6%
건	4	8.9%
설	3	6.7%
부	2	4.4%
산	2	4.4%
에	2	4.4%
원	2	4.4%
스	2	4.4%
삼	1	2.2%
도	1	2.2%
Other values (19)	19	42.2%

Common

Value	Count	Frequency (%)
(	6	46.2%
)	6	46.2%
	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	45	77.6%
ASCII	13	22.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	7	15.6%
건	4	8.9%
설	3	6.7%
부	2	4.4%
산	2	4.4%
에	2	4.4%
원	2	4.4%
스	2	4.4%
삼	1	2.2%
도	1	2.2%
Other values (19)	19	42.2%

ASCII

Value	Count	Frequency (%)
(	6	46.2%
)	6	46.2%
	1	7.7%

계약대표자2
Text

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	9992
Missing (%)	99.9%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	24
Distinct characters	21
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	8 ?
Unique (%)	100.0%

Sample

1st row	이재환
2nd row	정제원
3rd row	이경희
4th row	장연서
5th row	지수민

Value	Count	Frequency (%)
이재환	1	12.5%
정제원	1	12.5%
이경희	1	12.5%
장연서	1	12.5%
지수민	1	12.5%
이상은	1	12.5%
권오경	1	12.5%
최용성	1	12.5%

Most occurring characters

Value	Count	Frequency (%)
이	3	12.5%
경	2	8.3%
지	1	4.2%
용	1	4.2%
최	1	4.2%
오	1	4.2%
권	1	4.2%
은	1	4.2%
상	1	4.2%
민	1	4.2%
Other values (11)	11	45.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	3	12.5%
경	2	8.3%
지	1	4.2%
용	1	4.2%
최	1	4.2%
오	1	4.2%
권	1	4.2%
은	1	4.2%
상	1	4.2%
민	1	4.2%
Other values (11)	11	45.8%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	3	12.5%
경	2	8.3%
지	1	4.2%
용	1	4.2%
최	1	4.2%
오	1	4.2%
권	1	4.2%
은	1	4.2%
상	1	4.2%
민	1	4.2%
Other values (11)	11	45.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	3	12.5%
경	2	8.3%
지	1	4.2%
용	1	4.2%
최	1	4.2%
오	1	4.2%
권	1	4.2%
은	1	4.2%
상	1	4.2%
민	1	4.2%
Other values (11)	11	45.8%

공종2
Text

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	9992
Missing (%)	99.9%
Memory size	156.2 KiB

Length

Max length	11
Median length	7
Mean length	5.875
Min length	2

Characters and Unicode

Total characters	47
Distinct characters	29
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	8 ?
Unique (%)	100.0%

Sample

1st row	습식방수공사
2nd row	토공사
3rd row	철근콘크리트공사업
4th row	조경시설물
5th row	철거

Value	Count	Frequency (%)
습식방수공사	1	12.5%
토공사	1	12.5%
철근콘크리트공사업	1	12.5%
조경시설물	1	12.5%
철거	1	12.5%
석공사	1	12.5%
건축,토목,기계,조경	1	12.5%
철강구조물공사업	1	12.5%

Most occurring characters

Value	Count	Frequency (%)
공	5	10.6%
사	5	10.6%
조	3	6.4%
철	3	6.4%
,	3	6.4%
경	2	4.3%
토	2	4.3%
물	2	4.3%
업	2	4.3%
건	1	2.1%
Other values (19)	19	40.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	44	93.6%
Other Punctuation	3	6.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	5	11.4%
사	5	11.4%
조	3	6.8%
철	3	6.8%
경	2	4.5%
토	2	4.5%
물	2	4.5%
업	2	4.5%
건	1	2.3%
석	1	2.3%
Other values (18)	18	40.9%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	44	93.6%
Common	3	6.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	5	11.4%
사	5	11.4%
조	3	6.8%
철	3	6.8%
경	2	4.5%
토	2	4.5%
물	2	4.5%
업	2	4.5%
건	1	2.3%
석	1	2.3%
Other values (18)	18	40.9%

Common

Value	Count	Frequency (%)
,	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	44	93.6%
ASCII	3	6.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
공	5	11.4%
사	5	11.4%
조	3	6.8%
철	3	6.8%
경	2	4.5%
토	2	4.5%
물	2	4.5%
업	2	4.5%
건	1	2.3%
석	1	2.3%
Other values (18)	18	40.9%

ASCII

Value	Count	Frequency (%)
,	3	100.0%

하도급율2
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	100.0%
Missing	9992
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	87.63125

Minimum	82.08
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	82.08
5-th percentile	82.752
Q1	84.75
median	86.095
Q3	88.445
95-th percentile	96.423
Maximum	100
Range	17.92
Interquartile range (IQR)	3.695

Descriptive statistics

Standard deviation	5.5515698
Coefficient of variation (CV)	0.063351484
Kurtosis	3.9955831
Mean	87.63125
Median Absolute Deviation (MAD)	2
Skewness	1.8334648
Sum	701.05
Variance	30.819927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
84.0	1	< 0.1%
85.01	1	< 0.1%
100.0	1	< 0.1%
85.0	1	< 0.1%
82.08	1	< 0.1%
87.18	1	< 0.1%
89.78	1	< 0.1%
88.0	1	< 0.1%
(Missing)	9992	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
82.08	1	< 0.1%
84.0	1	< 0.1%
85.0	1	< 0.1%
85.01	1	< 0.1%
87.18	1	< 0.1%
88.0	1	< 0.1%
89.78	1	< 0.1%
100.0	1	< 0.1%

Value	Count	Frequency (%)
100.0	1	< 0.1%
89.78	1	< 0.1%
88.0	1	< 0.1%
87.18	1	< 0.1%
85.01	1	< 0.1%
85.0	1	< 0.1%
84.0	1	< 0.1%
82.08	1	< 0.1%

업체명3
Text

MISSING

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

Length

Max length	9
Median length	8
Mean length	7.3333333
Min length	5

Characters and Unicode

Total characters	22
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	3 ?
Unique (%)	100.0%

Sample

1st row	(주)하림이에스티
2nd row	(주)대길
3rd row	(주)다성이엔지

Value	Count	Frequency (%)
주)하림이에스티	1	33.3%
주)대길	1	33.3%
주)다성이엔지	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
(	3	13.6%
주	3	13.6%
)	3	13.6%
이	2	9.1%
하	1	4.5%
림	1	4.5%
에	1	4.5%
스	1	4.5%
티	1	4.5%
대	1	4.5%
Other values (5)	5	22.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	72.7%
Open Punctuation	3	13.6%
Close Punctuation	3	13.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	3	18.8%
이	2	12.5%
하	1	6.2%
림	1	6.2%
에	1	6.2%
스	1	6.2%
티	1	6.2%
대	1	6.2%
길	1	6.2%
다	1	6.2%
Other values (3)	3	18.8%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16	72.7%
Common	6	27.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	3	18.8%
이	2	12.5%
하	1	6.2%
림	1	6.2%
에	1	6.2%
스	1	6.2%
티	1	6.2%
대	1	6.2%
길	1	6.2%
다	1	6.2%
Other values (3)	3	18.8%

Common

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16	72.7%
ASCII	6	27.3%

Most frequent character per block

ASCII

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

Hangul

Value	Count	Frequency (%)
주	3	18.8%
이	2	12.5%
하	1	6.2%
림	1	6.2%
에	1	6.2%
스	1	6.2%
티	1	6.2%
대	1	6.2%
길	1	6.2%
다	1	6.2%
Other values (3)	3	18.8%

계약대표자3
Text

MISSING

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

Length

Max length	3
Median length	3
Mean length	2.6666667
Min length	2

Characters and Unicode

Total characters	8
Distinct characters	8
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	3 ?
Unique (%)	100.0%

Sample

1st row	백승훈
2nd row	송순구
3rd row	정호

Value	Count	Frequency (%)
백승훈	1	33.3%
송순구	1	33.3%
정호	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
백	1	12.5%
승	1	12.5%
훈	1	12.5%
송	1	12.5%
순	1	12.5%
구	1	12.5%
정	1	12.5%
호	1	12.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
백	1	12.5%
승	1	12.5%
훈	1	12.5%
송	1	12.5%
순	1	12.5%
구	1	12.5%
정	1	12.5%
호	1	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
백	1	12.5%
승	1	12.5%
훈	1	12.5%
송	1	12.5%
순	1	12.5%
구	1	12.5%
정	1	12.5%
호	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
백	1	12.5%
승	1	12.5%
훈	1	12.5%
송	1	12.5%
순	1	12.5%
구	1	12.5%
정	1	12.5%
호	1	12.5%

공종3
Text

MISSING

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

Length

Max length	6
Median length	6
Mean length	5.3333333
Min length	4

Characters and Unicode

Total characters	16
Distinct characters	14
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	3 ?
Unique (%)	100.0%

Sample

1st row	보링그라우팅
2nd row	포장공사
3rd row	기계설비공사

Value	Count	Frequency (%)
보링그라우팅	1	33.3%
포장공사	1	33.3%
기계설비공사	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
공	2	12.5%
사	2	12.5%
보	1	6.2%
링	1	6.2%
그	1	6.2%
라	1	6.2%
우	1	6.2%
팅	1	6.2%
포	1	6.2%
장	1	6.2%
Other values (4)	4	25.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	2	12.5%
사	2	12.5%
보	1	6.2%
링	1	6.2%
그	1	6.2%
라	1	6.2%
우	1	6.2%
팅	1	6.2%
포	1	6.2%
장	1	6.2%
Other values (4)	4	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	2	12.5%
사	2	12.5%
보	1	6.2%
링	1	6.2%
그	1	6.2%
라	1	6.2%
우	1	6.2%
팅	1	6.2%
포	1	6.2%
장	1	6.2%
Other values (4)	4	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
공	2	12.5%
사	2	12.5%
보	1	6.2%
링	1	6.2%
그	1	6.2%
라	1	6.2%
우	1	6.2%
팅	1	6.2%
포	1	6.2%
장	1	6.2%
Other values (4)	4	25.0%

하도급율3
Categorical

IMBALANCE

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

<NA>	9997
83.0	1
138.6	1
87.0	1

Length

Max length	5
Median length	4
Mean length	4.0001
Min length	4

Unique

Unique	3 ?
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>	9997	> 99.9%
83.0	1	< 0.1%
138.6	1	< 0.1%
87.0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9997	> 99.9%
83.0	1	< 0.1%
138.6	1	< 0.1%
87.0	1	< 0.1%

First rows
Last rows

	번호	계약관서	계약명	계약종류	계약유형	계약방법	계약일자	최초계약금액	계약금액	착공일자	준공일자	계약상대자	대표자	주소	감독공무원	계약사유	변경금액	변경일자	변경사유	변경금액2	증감액2	변경일자2	변경사유2	변경금액3	증감액3	변경일자3	변경사유3	예정가격	낙찰율	선급금액	선급금액2	선급금액3	기성금액	기성금액2	기성금액3	기성금액4	기성금액5	기성금액6	기성금액7	기성금액8	준공금액	업체명	계약대표자	공종	하도급율	업체명2	계약대표자2	공종2	하도급율2	업체명3	계약대표자3	공종3	하도급율3
1623	1624	화랑마을	어울마당 주변 정비 공사	공사	종합	수의1인견적	2021-10-09	4750000	4750000	2021-10-19	2021-11-17	(주)경주조경	견제필	경상북도 경주시 양정로 227(동천동)	<NA>	「건설산업기본법」외의 공사 관련 법령에 따른 공사로서 추정가격이 8천만원 이하인 공사에 대한 계약(제25조제1항제5호가목)	4750000	2021-10-19	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	4750000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6894	6895	강동면	왕신2리 농로포장공사 시행	공사	전문	수의1인견적	2022-05-03	7600000	7600000	2022-05-04	2022-05-23	미래건설석재	한영진	경상북도 경주시 백률로58번길 15(동천동)	<NA>	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)	7600000	2022-05-03	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	7600000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
14708	14709	본청	모화일반산업단지 상수도 관로 개선 공사 폐기물 운반용역	용역	폐기물	수의2인이상견적	2023-10-31	11127830	12500000	2023-11-01	2024-01-29	영남개발(주)	조민재	경상북도 경주시 천북면 신당소티고개길 86-18	배무한	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	11127830	2023-10-31	최초생성	12500000	1372170	2023-12-20	물량변경에 따른 변경	<NA>	<NA>	<NA>	<NA>	12500000.0	100.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	12500000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2819	2820	본청	2021년 버스승강장 발열의자 전기 인입공사	공사	전기	수의1인견적	2021-12-03	6630000	6630000	2021-12-03	2021-12-12	(주)성보전력	최영삼	경상북도 경주시 천북면 천북로 61	황태웅	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)	6630000	2021-12-03	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6900000.0	96.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6630000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
14267	14268	본청	건천읍 신평1리 돈지들 용배수로 정비공사	공사	전문	수의2인이상견적	2023-11-21	121601190	129610000	2023-11-27	2024-05-24	(주)영민토건	손복호	경상북도 경주시 백률로8번길 7 (동천동)	이다혁	「건설산업기본법」에 따른 건설공사로 추정가격 4억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 2억원 이하의 공사 계약(제25조제1항제5호가목)	121601190	2023-11-21	최초생성	129610000	8008810	2023-12-18	설계변경 및 제경비 정산	<NA>	<NA>	<NA>	<NA>	137126100.0	88.678	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
10169	10170	본청	충효 소하천 주변 경관조명 마무리공사	공사	전문	수의1인견적	2022-12-28	13890000	13890000	2022-12-29	2023-01-22	선광전기	윤은희	경상북도 경주시 원효로173번길 10(황오동)	김준성	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	13890000	2022-12-28	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15091000.0	92.042	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	13890000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9785	9786	본청	보덕 모차골소하천(중류부) 재해복구사업 실시설계 용역	용역	기술	수의1인견적	2022-12-13	13800000	13800000	2022-12-16	2023-01-14	(주)인덕엔지니어링	김인덕	경상북도 경주시 동천동787-13	강동일	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	13800000	2022-12-13	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	15000000.0	92.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	13800000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1249	1250	월성동	망덕길 확장공사 실시설계용역 시행	용역	일반	수의1인견적	2021-10-06	1960000	1960000	2021-10-06	2021-10-25	(주)상신엔지니어링	최병욱	경상북도 경주시 양정로 275, 401호(동천동)	공동석	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	1960000	2021-10-06	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1960000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5087	5088	선도동	충효 삼보아파트주변 안길정비공사 시행	공사	전문	수의1인견적	2022-03-03	8547000	8547000	2022-03-03	2022-03-23	일등건설 주식회사	김순금	경상북도 경주시 초당길 55, 1층(동천동)	<NA>	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	8547000	2022-03-03	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	8547000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
10493	10494	본청	경주시 학교급식지원센터 소방공사	공사	소방	수의2인이상견적	2023-03-17	63593980	63593980	2023-03-28	2023-11-03	(주)양진이앤티	이상옥	경상북도 경주시 다불로 379-12(동천동)	지현정	「건설산업기본법」에 따른 건설공사로 추정가격 4억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 2억원 이하의 공사 계약(제25조제1항제5호가목)	63593980	2023-03-17	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	72422200.0	87.81	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	63593980	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	번호	계약관서	계약명	계약종류	계약유형	계약방법	계약일자	최초계약금액	계약금액	착공일자	준공일자	계약상대자	대표자	주소	감독공무원	계약사유	변경금액	변경일자	변경사유	변경금액2	증감액2	변경일자2	변경사유2	변경금액3	증감액3	변경일자3	변경사유3	예정가격	낙찰율	선급금액	선급금액2	선급금액3	기성금액	기성금액2	기성금액3	기성금액4	기성금액5	기성금액6	기성금액7	기성금액8	준공금액	업체명	계약대표자	공종	하도급율	업체명2	계약대표자2	공종2	하도급율2	업체명3	계약대표자3	공종3	하도급율3
9602	9603	본청	외동읍 연안리 개곡소하천 재해복구공사 실시설계 용역	용역	기술	수의1인견적	2022-12-05	7130000	7130000	2022-12-13	2023-01-11	(주)건창엔지니어링	최병혁	경상북도 경주시 양정로240 (동천동)	김정후	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	7130000	2022-12-05	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	7500000.0	95.067	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	7130000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8313	8314	본청	2022년 저소득층 LED조명 교체공사	공사	종합	수의2인이상견적	2022-07-09	92877570	92877570	2022-08-08	2022-11-07	주식회사 삼협기전	이정희	경상북도 경주시 천북면 신당길 181	이태원	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)	92877570	2022-07-29	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
804	805	건천읍	건천5리 마을회관 야외운동기구 구입 및 설치	공사	종합	수의1인견적	2021-09-30	5850000	5850000	2021-10-01	2021-10-21	경주체육사Vitro	김태화	경상북도 경주시 원효로 142(황오동)	<NA>	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	5850000	2021-10-20	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5850000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2665	2666	월성동	노후 보안등 LED개체공사 시행	공사	종합	수의1인견적	2021-12-01	13590000	13590000	2021-12-01	2021-12-14	성진전설(주)	김한열	경상북도 경주시 윗동천길 14-1(동천동)	공동석	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	13590000	2021-12-01	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	13590000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
13038	13039	본청	2023 상상황리단길 가상화 서비스 활성화 리빙랩 계약	용역	일반	수의1인견적	2023-08-07	20000000	20000000	2023-08-09	2023-12-06	교육공동체 사람과마을 협동조합	신효숙	부산광역시 사상구 백양대로 716 (덕포동, 덕포남영아파트)102동 408호	이영석	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	20000000	2023-08-07	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	21500000.0	93.023	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20000000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5510	5511	하늘마루관리사무소	하늘마루관리사무소 청사 내 화초 정비 시행	용역	일반	수의1인견적	2022-03-06	3850000	3850000	2022-03-18	2022-03-31	하늘농원	하늘농원	건천읍 금척리 900-1	<NA>	추정가격 2천만원 이하 공사,물품의 제조·구매·용역. 다만,「여성기업지원에 관한 법률」에 따른 여성기업,「장애인기업활동 촉진법」에 따른 장애인기업과 계약은 추정가격 5천만원 이하로 함(제30조제1항제2호)	3850000	2022-03-16	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3850000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5356	5357	도시재생사업본부	도시공원 및 조경지 병해충 방제공사	공사	종합	수의1인견적	2022-03-05	6190000	6174000	2022-03-21	2022-04-15	(주)문화나무병원	이용규	경상북도 경주시 충효천길 203, 베르체 101호(충효동)	박진환	「건설산업기본법」에 따른 건설공사로 추정가격 2억원 이하의 공사, 같은 법에 따른 전문공사로 추정가격 1억원 이하의 공사 계약(제25조제1항제5호가목)	6190000	2022-03-15	최초생성	6174000	-16000	2022-04-18	환경보전비 사후정산	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6174000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
13746	13747	본청	감포 황시골 나정소하천 정비공사 관급자재(깬잡석) 구입	물품	구매	수의1인견적	2023-05-22	20869200	20869200	<NA>	2023-09-19	주식회사 동신	이동욱	경상북도 영주시 장수면 용주로639번길 28-32	<NA>	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	20869200	2023-05-22	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9883	9884	본청	경주시 시가지 자전거도로 개선사업 폐기물처리 용역	용역	폐기물	수의2인이상견적	2022-12-19	21609530	21609530	2022-12-22	2023-08-25	대림산업(주)	대림산업(주)	경상북도 경주시 천북면 화산공단길52-52	공동석	추정가격 2천만원 초과 5천만원 이하의 학술연구·원가계산 등과 관련된 특수한 지식을 요하는 물품의 제조·구매 또는 용역계약(제25조제1항제5호라목)	21609530	2022-12-19	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	24427550.0	88.463	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	21609530	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
13539	13540	본청	건천 화천리 장지(저수지) 재해복구사업 관급자재(저수지용 수문) 구입	물품	구매	수의1인견적	2023-03-13	7692100	7692100	<NA>	2023-07-11	대성공업사	유병희	대구광역시 달서구 장동43-1	<NA>	추정가격 2천만원 이하의 물품의 제조·구매계약 또는 용역계약(제25조제1항제5호나목)	7692100	2023-03-13	최초생성	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Other Punctuation

Decimal Number

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Control

Connector Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Compat Jamo

Number Forms

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Other Symbol

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Space Separator

Close Punctuation

Open Punctuation

Other Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks