Overview

Dataset statistics

Number of variables14
Number of observations845
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory95.0 KiB
Average record size in memory115.2 B

Variable types

Numeric3
Text3
Categorical7
DateTime1

Dataset

Description한국마사회의 전자입찰시스템에서 낙찰된 용역 및 구매, 공사 등에 대한 계약에 대하여 계약번호, 계약명, 업무구분명, 계약체결형태명, 계약체결방법, 계약기간, 계약금액 등에 대한 내용을 제공한다.
Author한국마사회
URLhttps://www.data.go.kr/data/15123176/fileData.do

Alerts

계약기관구분명 has constant value ""Constant
계약기관명 has constant value ""Constant
수요기관구분명 has constant value ""Constant
수요기관명 has constant value ""Constant
계약차수 has 735 (87.0%) zerosZeros

Reproduction

Analysis started2023-12-11 23:18:42.023014
Analysis finished2023-12-11 23:18:44.269470
Duration2.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

계약번호
Real number (ℝ)

Distinct727
Distinct (%)86.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0224235 × 109
Minimum2.01809 × 109
Maximum2.02309 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.6 KiB
2023-12-12T08:18:44.669574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.01809 × 109
5-th percentile2.02201 × 109
Q12.0220401 × 109
median2.0221 × 109
Q32.02304 × 109
95-th percentile2.02308 × 109
Maximum2.02309 × 109
Range4999984
Interquartile range (IQR)999970

Descriptive statistics

Standard deviation644866.43
Coefficient of variation (CV)0.00031885826
Kurtosis7.1366458
Mean2.0224235 × 109
Median Absolute Deviation (MAD)80012
Skewness-1.5530768
Sum1.7089478 × 1012
Variance4.1585271 × 1011
MonotonicityNot monotonic
2023-12-12T08:18:44.856130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2022060001 6
 
0.7%
2022070021 6
 
0.7%
2021080018 6
 
0.7%
2022110024 4
 
0.5%
2022100003 4
 
0.5%
2022090019 4
 
0.5%
2022030055 4
 
0.5%
2023030035 4
 
0.5%
2022050010 4
 
0.5%
2022080013 4
 
0.5%
Other values (717) 799
94.6%
ValueCountFrequency (%)
2018090045 3
0.4%
2020010004 1
 
0.1%
2020020002 1
 
0.1%
2020030001 1
 
0.1%
2020030002 1
 
0.1%
2020030003 1
 
0.1%
2020030035 1
 
0.1%
2020070019 1
 
0.1%
2020070036 1
 
0.1%
2021010004 2
0.2%
ValueCountFrequency (%)
2023090029 1
0.1%
2023090028 1
0.1%
2023090027 1
0.1%
2023090026 1
0.1%
2023090025 1
0.1%
2023090024 1
0.1%
2023090022 1
0.1%
2023090021 1
0.1%
2023090019 1
0.1%
2023090018 1
0.1%

계약차수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.17514793
Minimum0
Maximum5
Zeros735
Zeros (%)87.0%
Negative0
Negative (%)0.0%
Memory size7.6 KiB
2023-12-12T08:18:44.995955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.54215441
Coefficient of variation (CV)3.0954086
Kurtosis28.781518
Mean0.17514793
Median Absolute Deviation (MAD)0
Skewness4.6140748
Sum148
Variance0.29393141
MonotonicityNot monotonic
2023-12-12T08:18:45.154508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 735
87.0%
1 87
 
10.3%
2 15
 
1.8%
3 4
 
0.5%
5 3
 
0.4%
4 1
 
0.1%
ValueCountFrequency (%)
0 735
87.0%
1 87
 
10.3%
2 15
 
1.8%
3 4
 
0.5%
4 1
 
0.1%
5 3
 
0.4%
ValueCountFrequency (%)
5 3
 
0.4%
4 1
 
0.1%
3 4
 
0.5%
2 15
 
1.8%
1 87
 
10.3%
0 735
87.0%

계약명
Text

Distinct699
Distinct (%)82.7%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
2023-12-12T08:18:45.520924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length34
Mean length21.376331
Min length8

Characters and Unicode

Total characters18063
Distinct characters517
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique597 ?
Unique (%)70.7%

Sample

1st row[1단계]경마관전(응원)문화 개선 행사 용역
2nd row제주경마공원 경마방송 무선중계시스템(LTE) 구매
3rd row제주경마공원 HD 배당표출시스템 구매
4th row2020년 마토용지 및 구매표 연간단가 구매(자활용사촌)
5th row2020년 마토구매표 연간단가 구매
ValueCountFrequency (%)
구매 207
 
5.3%
용역 194
 
4.9%
2022년 119
 
3.0%
2023년 103
 
2.6%
서울경마공원 99
 
2.5%
및 95
 
2.4%
한국마사회 78
 
2.0%
부산경남경마공원 45
 
1.1%
제주경마공원 40
 
1.0%
유지보수 32
 
0.8%
Other values (1238) 2912
74.2%
2023-12-12T08:18:46.032548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3088
 
17.1%
2 668
 
3.7%
마 545
 
3.0%
용 519
 
2.9%
사 476
 
2.6%
경 452
 
2.5%
공 380
 
2.1%
역 366
 
2.0%
원 305
 
1.7%
매 298
 
1.6%
Other values (507) 10966
60.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13140
72.7%
Space Separator 3088
 
17.1%
Decimal Number 1224
 
6.8%
Uppercase Letter 206
 
1.1%
Open Punctuation 165
 
0.9%
Close Punctuation 165
 
0.9%
Other Punctuation 42
 
0.2%
Lowercase Letter 24
 
0.1%
Modifier Symbol 5
 
< 0.1%
Dash Punctuation 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
마 545
 
4.1%
용 519
 
3.9%
사 476
 
3.6%
경 452
 
3.4%
공 380
 
2.9%
역 366
 
2.8%
원 305
 
2.3%
매 298
 
2.3%
구 297
 
2.3%
년 278
 
2.1%
Other values (438) 9224
70.2%
Uppercase Letter
ValueCountFrequency (%)
P 19
 
9.2%
D 18
 
8.7%
T 18
 
8.7%
E 18
 
8.7%
C 16
 
7.8%
S 14
 
6.8%
R 13
 
6.3%
L 12
 
5.8%
I 9
 
4.4%
M 8
 
3.9%
Other values (14) 61
29.6%
Lowercase Letter
ValueCountFrequency (%)
s 3
12.5%
h 2
 
8.3%
u 2
 
8.3%
m 2
 
8.3%
p 2
 
8.3%
k 2
 
8.3%
o 1
 
4.2%
v 1
 
4.2%
g 1
 
4.2%
r 1
 
4.2%
Other values (7) 7
29.2%
Decimal Number
ValueCountFrequency (%)
2 668
54.6%
0 293
23.9%
3 152
 
12.4%
1 72
 
5.9%
7 16
 
1.3%
4 8
 
0.7%
6 5
 
0.4%
5 5
 
0.4%
9 4
 
0.3%
8 1
 
0.1%
Other Punctuation
ValueCountFrequency (%)
· 15
35.7%
. 13
31.0%
＇ 8
19.0%
/ 4
 
9.5%
% 1
 
2.4%
& 1
 
2.4%
Open Punctuation
ValueCountFrequency (%)
( 160
97.0%
「 2
 
1.2%
『 2
 
1.2%
[ 1
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 160
97.0%
」 2
 
1.2%
』 2
 
1.2%
] 1
 
0.6%
Space Separator
ValueCountFrequency (%)
3088
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 5
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13137
72.7%
Common 4693
 
26.0%
Latin 230
 
1.3%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
마 545
 
4.1%
용 519
 
4.0%
사 476
 
3.6%
경 452
 
3.4%
공 380
 
2.9%
역 366
 
2.8%
원 305
 
2.3%
매 298
 
2.3%
구 297
 
2.3%
년 278
 
2.1%
Other values (436) 9221
70.2%
Latin
ValueCountFrequency (%)
P 19
 
8.3%
D 18
 
7.8%
T 18
 
7.8%
E 18
 
7.8%
C 16
 
7.0%
S 14
 
6.1%
R 13
 
5.7%
L 12
 
5.2%
I 9
 
3.9%
M 8
 
3.5%
Other values (31) 85
37.0%
Common
ValueCountFrequency (%)
3088
65.8%
2 668
 
14.2%
0 293
 
6.2%
( 160
 
3.4%
) 160
 
3.4%
3 152
 
3.2%
1 72
 
1.5%
7 16
 
0.3%
· 15
 
0.3%
. 13
 
0.3%
Other values (18) 56
 
1.2%
Han
ValueCountFrequency (%)
小 2
66.7%
大 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13135
72.7%
ASCII 4892
 
27.1%
None 31
 
0.2%
CJK 3
 
< 0.1%
Compat Jamo 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3088
63.1%
2 668
 
13.7%
0 293
 
6.0%
( 160
 
3.3%
) 160
 
3.3%
3 152
 
3.1%
1 72
 
1.5%
P 19
 
0.4%
D 18
 
0.4%
T 18
 
0.4%
Other values (53) 244
 
5.0%
Hangul
ValueCountFrequency (%)
마 545
 
4.1%
용 519
 
4.0%
사 476
 
3.6%
경 452
 
3.4%
공 380
 
2.9%
역 366
 
2.8%
원 305
 
2.3%
매 298
 
2.3%
구 297
 
2.3%
년 278
 
2.1%
Other values (435) 9219
70.2%
None
ValueCountFrequency (%)
· 15
48.4%
＇ 8
25.8%
「 2
 
6.5%
」 2
 
6.5%
『 2
 
6.5%
』 2
 
6.5%
Compat Jamo
ValueCountFrequency (%)
ㆍ 2
100.0%
CJK
ValueCountFrequency (%)
小 2
66.7%
大 1
33.3%

업무구분
Categorical

Distinct5
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
일반용역
406 
물품구매
268 
시설공사
105 
기술용역
 
34
매각
 
32

Length

Max length4
Median length4
Mean length3.9242604
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row일반용역
2nd row물품구매
3rd row물품구매
4th row물품구매
5th row물품구매

Common Values

ValueCountFrequency (%)
일반용역 406
48.0%
물품구매 268
31.7%
시설공사 105
 
12.4%
기술용역 34
 
4.0%
매각 32
 
3.8%

Length

2023-12-12T08:18:46.203874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:46.320915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반용역 406
48.0%
물품구매 268
31.7%
시설공사 105
 
12.4%
기술용역 34
 
4.0%
매각 32
 
3.8%

계약체결형태명
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
총액계약
733 
단가계약
112 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row총액계약
2nd row총액계약
3rd row총액계약
4th row단가계약
5th row단가계약

Common Values

ValueCountFrequency (%)
총액계약 733
86.7%
단가계약 112
 
13.3%

Length

2023-12-12T08:18:46.442584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:46.580906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
총액계약 733
86.7%
단가계약 112
 
13.3%

계약체결방법
Categorical

Distinct4
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
수의계약
421 
제한경쟁
344 
일반경쟁
78 
지명경쟁
 
2

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row수의계약
2nd row수의계약
3rd row수의계약
4th row수의계약
5th row제한경쟁

Common Values

ValueCountFrequency (%)
수의계약 421
49.8%
제한경쟁 344
40.7%
일반경쟁 78
 
9.2%
지명경쟁 2
 
0.2%

Length

2023-12-12T08:18:46.699471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:46.807668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수의계약 421
49.8%
제한경쟁 344
40.7%
일반경쟁 78
 
9.2%
지명경쟁 2
 
0.2%

계약체결일자
Date

Distinct318
Distinct (%)37.6%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
Minimum2022-01-01 00:00:00
Maximum2023-10-01 00:00:00
2023-12-12T08:18:46.926562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:47.065046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

계약기간
Text

Distinct633
Distinct (%)74.9%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
2023-12-12T08:18:47.357038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length23
Mean length23
Min length23

Characters and Unicode

Total characters19435
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique510 ?
Unique (%)60.4%

Sample

1st row2022-03-03 ~ 2022-03-31
2nd row2022-02-18 ~ 2022-04-18
3rd row2022-02-18 ~ 2022-04-18
4th row2020-03-20 ~ 2023-03-19
5th row2020-03-13 ~ 2023-03-12
ValueCountFrequency (%)
845
33.3%
2023-12-31 45
 
1.8%
2022-12-31 32
 
1.3%
2022-05-01 17
 
0.7%
2023-06-09 17
 
0.7%
2022-04-01 17
 
0.7%
2023-04-30 15
 
0.6%
2023-04-01 15
 
0.6%
2023-02-28 14
 
0.6%
2023-11-30 14
 
0.6%
Other values (565) 1504
59.3%
2023-12-12T08:18:47.782382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 4971
25.6%
0 3799
19.5%
- 3380
17.4%
1690
 
8.7%
1 1463
 
7.5%
3 1407
 
7.2%
~ 845
 
4.3%
4 440
 
2.3%
5 332
 
1.7%
6 319
 
1.6%
Other values (3) 789
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 13520
69.6%
Dash Punctuation 3380
 
17.4%
Space Separator 1690
 
8.7%
Math Symbol 845
 
4.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 4971
36.8%
0 3799
28.1%
1 1463
 
10.8%
3 1407
 
10.4%
4 440
 
3.3%
5 332
 
2.5%
6 319
 
2.4%
9 285
 
2.1%
8 260
 
1.9%
7 244
 
1.8%
Dash Punctuation
ValueCountFrequency (%)
- 3380
100.0%
Space Separator
ValueCountFrequency (%)
1690
100.0%
Math Symbol
ValueCountFrequency (%)
~ 845
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 19435
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 4971
25.6%
0 3799
19.5%
- 3380
17.4%
1690
 
8.7%
1 1463
 
7.5%
3 1407
 
7.2%
~ 845
 
4.3%
4 440
 
2.3%
5 332
 
1.7%
6 319
 
1.6%
Other values (3) 789
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 19435
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 4971
25.6%
0 3799
19.5%
- 3380
17.4%
1690
 
8.7%
1 1463
 
7.5%
3 1407
 
7.2%
~ 845
 
4.3%
4 440
 
2.3%
5 332
 
1.7%
6 319
 
1.6%
Other values (3) 789
 
4.1%

계약금액
Real number (ℝ)

Distinct693
Distinct (%)82.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2244503 × 108
Minimum340000
Maximum6.0682049 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.6 KiB
2023-12-12T08:18:47.950256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum340000
5-th percentile9917600
Q119190000
median41114700
Q399000000
95-th percentile5.2595014 × 108
Maximum6.0682049 × 109
Range6.0678649 × 109
Interquartile range (IQR)79810000

Descriptive statistics

Standard deviation8.0935054 × 108
Coefficient of variation (CV)3.6384294
Kurtosis33.779306
Mean2.2244503 × 108
Median Absolute Deviation (MAD)25814700
Skewness5.8228902
Sum1.8796605 × 1011
Variance6.550483 × 1017
MonotonicityNot monotonic
2023-12-12T08:18:48.103092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19800000 18
 
2.1%
22000000 13
 
1.5%
275127321 6
 
0.7%
86075435 6
 
0.7%
18000000 6
 
0.7%
16500000 5
 
0.6%
465000 5
 
0.6%
17600000 5
 
0.6%
63629940 4
 
0.5%
88715418 4
 
0.5%
Other values (683) 773
91.5%
ValueCountFrequency (%)
340000 1
 
0.1%
465000 5
0.6%
515000 3
0.4%
620000 1
 
0.1%
641000 2
 
0.2%
710000 1
 
0.1%
750000 1
 
0.1%
1010000 1
 
0.1%
1121000 1
 
0.1%
1188000 1
 
0.1%
ValueCountFrequency (%)
6068204922 3
0.4%
5590200000 3
0.4%
5283788000 3
0.4%
5277821848 2
0.2%
5170494988 2
0.2%
4810344947 2
0.2%
4465445400 2
0.2%
4426406733 2
0.2%
4360722733 2
0.2%
1647800000 1
 
0.1%

계약기관구분명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
공기업
845 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공기업 845
100.0%

Length

2023-12-12T08:18:48.255342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:48.375250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공기업 845
100.0%

계약기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
한국마사회
845 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국마사회 845
100.0%

Length

2023-12-12T08:18:48.481744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:48.627062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국마사회 845
100.0%

수요기관구분명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
공기업
845 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공기업 845
100.0%

Length

2023-12-12T08:18:48.723087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:48.822012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공기업 845
100.0%

수요기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
한국마사회
845 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국마사회 845
100.0%

Length

2023-12-12T08:18:48.926192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:18:49.012958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국마사회 845
100.0%

대표업체명
Text

Distinct552
Distinct (%)65.3%
Missing0
Missing (%)0.0%
Memory size6.7 KiB
2023-12-12T08:18:49.194225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length20
Mean length8.8639053
Min length2

Characters and Unicode

Total characters7490
Distinct characters429
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique359 ?
Unique (%)42.5%

Sample

1st row(주)원플래뉴
2nd row주식회사 티에스아이시스템
3rd row(주)윈베이스
4th row전우용사촌(주)
5th row대명아이티에스(주)
ValueCountFrequency (%)
주식회사 342
 
26.7%
문화공동체 11
 
0.9%
공감 11
 
0.9%
유한회사 8
 
0.6%
사단법인 7
 
0.5%
주)인터피드 6
 
0.5%
농업회사법인 6
 
0.5%
주)원플래뉴 6
 
0.5%
주식회사케이티 6
 
0.5%
건축사사무소 5
 
0.4%
Other values (588) 875
68.2%
2023-12-12T08:18:49.522429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 584
 
7.8%
사 510
 
6.8%
439
 
5.9%
회 427
 
5.7%
식 395
 
5.3%
이 221
 
3.0%
) 199
 
2.7%
( 198
 
2.6%
스 191
 
2.6%
에 115
 
1.5%
Other values (419) 4211
56.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6507
86.9%
Space Separator 439
 
5.9%
Close Punctuation 199
 
2.7%
Open Punctuation 198
 
2.6%
Uppercase Letter 66
 
0.9%
Lowercase Letter 61
 
0.8%
Other Punctuation 14
 
0.2%
Decimal Number 5
 
0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 584
 
9.0%
사 510
 
7.8%
회 427
 
6.6%
식 395
 
6.1%
이 221
 
3.4%
스 191
 
2.9%
에 115
 
1.8%
인 101
 
1.6%
원 80
 
1.2%
건 77
 
1.2%
Other values (371) 3806
58.5%
Uppercase Letter
ValueCountFrequency (%)
C 9
13.6%
E 8
12.1%
S 6
9.1%
N 6
9.1%
H 6
9.1%
M 5
7.6%
I 5
7.6%
P 3
 
4.5%
L 3
 
4.5%
B 3
 
4.5%
Other values (8) 12
18.2%
Lowercase Letter
ValueCountFrequency (%)
o 7
11.5%
n 7
11.5%
r 6
9.8%
i 6
9.8%
c 5
8.2%
e 5
8.2%
a 4
 
6.6%
f 3
 
4.9%
h 3
 
4.9%
d 3
 
4.9%
Other values (8) 12
19.7%
Other Punctuation
ValueCountFrequency (%)
. 6
42.9%
& 6
42.9%
; 1
 
7.1%
# 1
 
7.1%
Decimal Number
ValueCountFrequency (%)
9 2
40.0%
7 1
20.0%
4 1
20.0%
5 1
20.0%
Space Separator
ValueCountFrequency (%)
439
100.0%
Close Punctuation
ValueCountFrequency (%)
) 199
100.0%
Open Punctuation
ValueCountFrequency (%)
( 198
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6507
86.9%
Common 856
 
11.4%
Latin 127
 
1.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 584
 
9.0%
사 510
 
7.8%
회 427
 
6.6%
식 395
 
6.1%
이 221
 
3.4%
스 191
 
2.9%
에 115
 
1.8%
인 101
 
1.6%
원 80
 
1.2%
건 77
 
1.2%
Other values (371) 3806
58.5%
Latin
ValueCountFrequency (%)
C 9
 
7.1%
E 8
 
6.3%
o 7
 
5.5%
n 7
 
5.5%
r 6
 
4.7%
S 6
 
4.7%
N 6
 
4.7%
i 6
 
4.7%
H 6
 
4.7%
c 5
 
3.9%
Other values (26) 61
48.0%
Common
ValueCountFrequency (%)
439
51.3%
) 199
23.2%
( 198
23.1%
. 6
 
0.7%
& 6
 
0.7%
9 2
 
0.2%
- 1
 
0.1%
; 1
 
0.1%
7 1
 
0.1%
4 1
 
0.1%
Other values (2) 2
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6507
86.9%
ASCII 983
 
13.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 584
 
9.0%
사 510
 
7.8%
회 427
 
6.6%
식 395
 
6.1%
이 221
 
3.4%
스 191
 
2.9%
에 115
 
1.8%
인 101
 
1.6%
원 80
 
1.2%
건 77
 
1.2%
Other values (371) 3806
58.5%
ASCII
ValueCountFrequency (%)
439
44.7%
) 199
20.2%
( 198
20.1%
C 9
 
0.9%
E 8
 
0.8%
o 7
 
0.7%
n 7
 
0.7%
r 6
 
0.6%
. 6
 
0.6%
S 6
 
0.6%
Other values (38) 98
 
10.0%

Interactions

2023-12-12T08:18:43.587756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:42.889256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.242528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.703179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:42.999823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.366418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.805589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.118391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:18:43.479024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T08:18:49.616302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
계약번호계약차수업무구분계약체결형태명계약체결방법계약금액
계약번호1.0000.5440.1430.3920.1730.645
계약차수0.5441.0000.2950.4160.2340.739
업무구분0.1430.2951.0000.2960.4160.185
계약체결형태명0.3920.4160.2961.0000.3890.338
계약체결방법0.1730.2340.4160.3891.0000.222
계약금액0.6450.7390.1850.3380.2221.000
2023-12-12T08:18:49.712459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
계약체결방법업무구분계약체결형태명
계약체결방법1.0000.3510.260
업무구분0.3511.0000.361
계약체결형태명0.2600.3611.000
2023-12-12T08:18:49.794544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
계약번호계약차수계약금액업무구분계약체결형태명계약체결방법
계약번호1.000-0.2540.0010.1710.3150.112
계약차수-0.2541.0000.3070.2050.2990.153
계약금액0.0010.3071.0000.1260.2430.143
업무구분0.1710.2050.1261.0000.3610.351
계약체결형태명0.3150.2990.2430.3611.0000.260
계약체결방법0.1120.1530.1430.3510.2601.000

Missing values

2023-12-12T08:18:43.945617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:18:44.165976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

계약번호계약차수계약명업무구분계약체결형태명계약체결방법계약체결일자계약기간계약금액계약기관구분명계약기관명수요기관구분명수요기관명대표업체명
020220200300[1단계]경마관전(응원)문화 개선 행사 용역일반용역총액계약수의계약2022-03-032022-03-03 ~ 2022-03-3119970000공기업한국마사회공기업한국마사회(주)원플래뉴
120220200050제주경마공원 경마방송 무선중계시스템(LTE) 구매물품구매총액계약수의계약2022-02-172022-02-18 ~ 2022-04-1821890000공기업한국마사회공기업한국마사회주식회사 티에스아이시스템
220220200060제주경마공원 HD 배당표출시스템 구매물품구매총액계약수의계약2022-02-172022-02-18 ~ 2022-04-1821670000공기업한국마사회공기업한국마사회(주)윈베이스
3202003003522020년 마토용지 및 구매표 연간단가 구매(자활용사촌)물품구매단가계약수의계약2022-03-032020-03-20 ~ 2023-03-19522483897공기업한국마사회공기업한국마사회전우용사촌(주)
4202003000322020년 마토구매표 연간단가 구매물품구매단가계약제한경쟁2022-03-032020-03-13 ~ 2023-03-12454688362공기업한국마사회공기업한국마사회대명아이티에스(주)
520220300290부산경남경마공원 정기방역 소독용역일반용역총액계약제한경쟁2022-03-232021-04-01 ~ 2022-03-3128537946공기업한국마사회공기업한국마사회주식회사 마스터크린시스템
620220300320전관방송 제어시스템 구매물품구매총액계약제한경쟁2022-03-232022-03-24 ~ 2022-05-1280912390공기업한국마사회공기업한국마사회주식회사 누리아이코리아
720220300330전관방송 제어시스템 구매물품구매총액계약제한경쟁2022-03-302022-03-30 ~ 2022-05-1880912390공기업한국마사회공기업한국마사회주식회사 누리아이코리아
820220300340한국마사회 2020~2022 사업연도 회계감사 용역일반용역총액계약일반경쟁2022-04-012022-04-01 ~ 2023-03-3185250000공기업한국마사회공기업한국마사회이정회계법인
9202203004302022년 상반기 수입조사료 티모시 구매물품구매단가계약일반경쟁2022-03-312022-04-01 ~ 2022-08-311104962509공기업한국마사회공기업한국마사회(주)인터피드
계약번호계약차수계약명업무구분계약체결형태명계약체결방법계약체결일자계약기간계약금액계약기관구분명계약기관명수요기관구분명수요기관명대표업체명
83520230300240제주경마공원 예시장 인조잔디 구매물품구매총액계약수의계약2023-03-162023-03-16 ~ 2023-04-0427852000공기업한국마사회공기업한국마사회나이스그린
83620230300260오늘의 경주 책자 배송 용역일반용역총액계약제한경쟁2023-03-132023-03-13 ~ 2024-03-12145486747공기업한국마사회공기업한국마사회주식회사 오씨엘
83720230300300경영실적보고서 디자인 및 편집 용역일반용역총액계약수의계약2023-03-162023-03-16 ~ 2023-03-2022000000공기업한국마사회공기업한국마사회주식회사 해움디자인
83820230300320이동통신(LTE) 무선중계 시스템 구매물품구매총액계약수의계약2023-03-172023-03-17 ~ 2023-04-1519800000공기업한국마사회공기업한국마사회베이텍
839202303003302023년 상반기 수입조사료 알팔파 단가 구매물품구매단가계약일반경쟁2023-03-232023-03-23 ~ 2023-06-30322927949공기업한국마사회공기업한국마사회(주)인터피드
840202303003402023년 상반기 수입조사료 티모시 단가 구매물품구매단가계약일반경쟁2023-03-232023-03-23 ~ 2023-06-30897996898공기업한국마사회공기업한국마사회한미오앤에프(주)
841202303003602023년 승마지원부 실내외 마장관리용 정지기 구매물품구매총액계약수의계약2023-03-222023-03-22 ~ 2023-06-2919800000공기업한국마사회공기업한국마사회마고집
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