Overview

Dataset statistics

Number of variables10
Number of observations913
Missing cells1845
Missing cells (%)20.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory72.3 KiB
Average record size in memory81.1 B

Variable types

Text8
Unsupported1
DateTime1

Dataset

Description사업번호,추진위원회/조합명,제목,공고일자,등록일,입찰명,입찰마감일,입찰참가자격,선정방법,추가정보
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-2252/S/1/datasetView.do

Alerts

공고일자 has 913 (100.0%) missing valuesMissing
입찰명 has 18 (2.0%) missing valuesMissing
입찰마감일 has 18 (2.0%) missing valuesMissing
입찰참가자격 has 18 (2.0%) missing valuesMissing
선정방법 has 18 (2.0%) missing valuesMissing
추가정보 has 860 (94.2%) missing valuesMissing
등록일 has unique valuesUnique
공고일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-13 12:08:08.893726
Analysis finished2024-03-13 12:08:10.505142
Duration1.61 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사업번호
Text

Distinct243
Distinct (%)26.6%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2024-03-13T21:08:10.674638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length15
Mean length15
Min length15

Characters and Unicode

Total characters13695
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique51 ?
Unique (%)5.6%

Sample

1st row11500-900000538
2nd row11170-900000734
3rd row11560-100003000
4th row11560-100003000
5th row11440-900000735
ValueCountFrequency (%)
11680-100003003 19
 
2.1%
11380-100001036 16
 
1.8%
11560-900000504 16
 
1.8%
11170-900000099 13
 
1.4%
11680-100002017 13
 
1.4%
11410-100008007 13
 
1.4%
11680-900000762 11
 
1.2%
11230-100003002 11
 
1.2%
11710-900000854 11
 
1.2%
11230-100006044 10
 
1.1%
Other values (233) 780
85.4%
2024-03-13T21:08:11.087917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 5880
42.9%
1 2863
20.9%
- 913
 
6.7%
9 858
 
6.3%
6 577
 
4.2%
5 539
 
3.9%
2 475
 
3.5%
3 446
 
3.3%
7 440
 
3.2%
4 365
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 12782
93.3%
Dash Punctuation 913
 
6.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 5880
46.0%
1 2863
22.4%
9 858
 
6.7%
6 577
 
4.5%
5 539
 
4.2%
2 475
 
3.7%
3 446
 
3.5%
7 440
 
3.4%
4 365
 
2.9%
8 339
 
2.7%
Dash Punctuation
ValueCountFrequency (%)
- 913
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 13695
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 5880
42.9%
1 2863
20.9%
- 913
 
6.7%
9 858
 
6.3%
6 577
 
4.2%
5 539
 
3.9%
2 475
 
3.5%
3 446
 
3.3%
7 440
 
3.2%
4 365
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 13695
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 5880
42.9%
1 2863
20.9%
- 913
 
6.7%
9 858
 
6.3%
6 577
 
4.2%
5 539
 
3.9%
2 475
 
3.5%
3 446
 
3.3%
7 440
 
3.2%
4 365
 
2.7%

추진위원회/조합명
Text

Distinct242
Distinct (%)26.5%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2024-03-13T21:08:11.345344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length25
Mean length19.803943
Min length12

Characters and Unicode

Total characters18081
Distinct characters209
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique51 ?
Unique (%)5.6%

Sample

1st row방화3재정비촉진구역 재건축정비사업조합
2nd row강변강서아파트 주택재건축 정비사업조합
3rd row신동아아파트 주택재건축정비사업조합
4th row신동아아파트 주택재건축정비사업조합
5th row마포로1구역 제10지구 도시정비형 재개발사업 조합
ValueCountFrequency (%)
조합 220
 
9.7%
재건축정비사업조합 129
 
5.7%
주택재건축정비사업조합 124
 
5.4%
주택재개발정비사업조합 104
 
4.6%
주택재개발정비사업 68
 
3.0%
가로주택정비사업 55
 
2.4%
재개발정비사업조합 54
 
2.4%
주택재건축정비사업 49
 
2.2%
재건축정비사업 48
 
2.1%
정비사업조합 36
 
1.6%
Other values (304) 1391
61.1%
2024-03-13T21:08:11.772307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1379
 
7.6%
정 1119
 
6.2%
비 1053
 
5.8%
재 955
 
5.3%
사 892
 
4.9%
업 879
 
4.9%
조 806
 
4.5%
합 799
 
4.4%
주 605
 
3.3%
구 559
 
3.1%
Other values (199) 9035
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 15582
86.2%
Space Separator 1379
 
7.6%
Decimal Number 980
 
5.4%
Other Punctuation 46
 
0.3%
Dash Punctuation 43
 
0.2%
Open Punctuation 17
 
0.1%
Close Punctuation 17
 
0.1%
Other Number 17
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
정 1119
 
7.2%
비 1053
 
6.8%
재 955
 
6.1%
사 892
 
5.7%
업 879
 
5.6%
조 806
 
5.2%
합 799
 
5.1%
주 605
 
3.9%
구 559
 
3.6%
택 550
 
3.5%
Other values (180) 7365
47.3%
Decimal Number
ValueCountFrequency (%)
1 252
25.7%
4 162
16.5%
5 145
14.8%
2 116
11.8%
3 115
11.7%
6 66
 
6.7%
9 40
 
4.1%
7 35
 
3.6%
8 28
 
2.9%
0 21
 
2.1%
Other Punctuation
ValueCountFrequency (%)
, 25
54.3%
. 16
34.8%
? 5
 
10.9%
Other Number
ValueCountFrequency (%)
② 11
64.7%
③ 6
35.3%
Space Separator
ValueCountFrequency (%)
1379
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 43
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15582
86.2%
Common 2499
 
13.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
정 1119
 
7.2%
비 1053
 
6.8%
재 955
 
6.1%
사 892
 
5.7%
업 879
 
5.6%
조 806
 
5.2%
합 799
 
5.1%
주 605
 
3.9%
구 559
 
3.6%
택 550
 
3.5%
Other values (180) 7365
47.3%
Common
ValueCountFrequency (%)
1379
55.2%
1 252
 
10.1%
4 162
 
6.5%
5 145
 
5.8%
2 116
 
4.6%
3 115
 
4.6%
6 66
 
2.6%
- 43
 
1.7%
9 40
 
1.6%
7 35
 
1.4%
Other values (9) 146
 
5.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15582
86.2%
ASCII 2482
 
13.7%
Enclosed Alphanum 17
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1379
55.6%
1 252
 
10.2%
4 162
 
6.5%
5 145
 
5.8%
2 116
 
4.7%
3 115
 
4.6%
6 66
 
2.7%
- 43
 
1.7%
9 40
 
1.6%
7 35
 
1.4%
Other values (7) 129
 
5.2%
Hangul
ValueCountFrequency (%)
정 1119
 
7.2%
비 1053
 
6.8%
재 955
 
6.1%
사 892
 
5.7%
업 879
 
5.6%
조 806
 
5.2%
합 799
 
5.1%
주 605
 
3.9%
구 559
 
3.6%
택 550
 
3.5%
Other values (180) 7365
47.3%
Enclosed Alphanum
ValueCountFrequency (%)
② 11
64.7%
③ 6
35.3%

제목
Text

Distinct724
Distinct (%)79.3%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
2024-03-13T21:08:12.095726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length63
Median length46
Mean length23.065717
Min length4

Characters and Unicode

Total characters21059
Distinct characters343
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique634 ?
Unique (%)69.4%

Sample

1st row방화3재정비촉진구역 협력업체 (매도청구) 선정을 위한 입찰공고
2nd row친환경분야(경관포함) 용역 협력업체 선정 입찰 공고
3rd row신동아아파트 주택재건축정비사업 토목 분야 협력업체 선정 입찰공고
4th row신동아아파트 주택재건축정비사업 친환경 및 경관 분야 협력업체 선정 입찰공고
5th row마포로1-10지구도시정비형재개발사업 시공자선정 입찰공고
ValueCountFrequency (%)
선정 416
 
9.7%
입찰공고 319
 
7.5%
공고 271
 
6.3%
입찰 157
 
3.7%
채용공고 148
 
3.5%
위한 103
 
2.4%
및 98
 
2.3%
채용 94
 
2.2%
용역업체 93
 
2.2%
협력업체 76
 
1.8%
Other values (946) 2502
58.5%
2024-03-13T21:08:12.983285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3386
 
16.1%
공 1118
 
5.3%
고 914
 
4.3%
정 822
 
3.9%
업 615
 
2.9%
입 553
 
2.6%
찰 551
 
2.6%
선 528
 
2.5%
용 454
 
2.2%
체 386
 
1.8%
Other values (333) 11732
55.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16010
76.0%
Space Separator 3386
 
16.1%
Decimal Number 732
 
3.5%
Close Punctuation 297
 
1.4%
Open Punctuation 297
 
1.4%
Other Punctuation 135
 
0.6%
Uppercase Letter 89
 
0.4%
Dash Punctuation 48
 
0.2%
Lowercase Letter 38
 
0.2%
Connector Punctuation 24
 
0.1%
Other values (2) 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
공 1118
 
7.0%
고 914
 
5.7%
정 822
 
5.1%
업 615
 
3.8%
입 553
 
3.5%
찰 551
 
3.4%
선 528
 
3.3%
용 454
 
2.8%
체 386
 
2.4%
사 370
 
2.3%
Other values (280) 9699
60.6%
Uppercase Letter
ValueCountFrequency (%)
M 24
27.0%
C 13
14.6%
E 8
 
9.0%
V 8
 
9.0%
D 6
 
6.7%
G 6
 
6.7%
T 6
 
6.7%
U 6
 
6.7%
H 6
 
6.7%
P 3
 
3.4%
Other values (3) 3
 
3.4%
Decimal Number
ValueCountFrequency (%)
2 258
35.2%
0 151
20.6%
3 114
15.6%
4 82
 
11.2%
1 71
 
9.7%
6 21
 
2.9%
5 16
 
2.2%
7 8
 
1.1%
9 6
 
0.8%
8 5
 
0.7%
Lowercase Letter
ValueCountFrequency (%)
e 12
31.6%
n 4
 
10.5%
i 4
 
10.5%
g 4
 
10.5%
t 4
 
10.5%
s 2
 
5.3%
a 2
 
5.3%
l 2
 
5.3%
u 2
 
5.3%
r 2
 
5.3%
Other Punctuation
ValueCountFrequency (%)
, 43
31.9%
? 19
14.1%
& 18
13.3%
; 18
13.3%
# 18
13.3%
/ 10
 
7.4%
. 9
 
6.7%
Close Punctuation
ValueCountFrequency (%)
) 274
92.3%
] 19
 
6.4%
〕 2
 
0.7%
」 2
 
0.7%
Open Punctuation
ValueCountFrequency (%)
( 274
92.3%
[ 19
 
6.4%
〔 2
 
0.7%
「 2
 
0.7%
Space Separator
ValueCountFrequency (%)
3386
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 48
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 24
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 2
100.0%
Control
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 16010
76.0%
Common 4920
 
23.4%
Latin 129
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
공 1118
 
7.0%
고 914
 
5.7%
정 822
 
5.1%
업 615
 
3.8%
입 553
 
3.5%
찰 551
 
3.4%
선 528
 
3.3%
용 454
 
2.8%
체 386
 
2.4%
사 370
 
2.3%
Other values (280) 9699
60.6%
Common
ValueCountFrequency (%)
3386
68.8%
) 274
 
5.6%
( 274
 
5.6%
2 258
 
5.2%
0 151
 
3.1%
3 114
 
2.3%
4 82
 
1.7%
1 71
 
1.4%
- 48
 
1.0%
, 43
 
0.9%
Other values (19) 219
 
4.5%
Latin
ValueCountFrequency (%)
M 24
18.6%
C 13
 
10.1%
e 12
 
9.3%
E 8
 
6.2%
V 8
 
6.2%
D 6
 
4.7%
G 6
 
4.7%
T 6
 
4.7%
U 6
 
4.7%
H 6
 
4.7%
Other values (14) 34
26.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 16010
76.0%
ASCII 5039
 
23.9%
None 8
 
< 0.1%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3386
67.2%
) 274
 
5.4%
( 274
 
5.4%
2 258
 
5.1%
0 151
 
3.0%
3 114
 
2.3%
4 82
 
1.6%
1 71
 
1.4%
- 48
 
1.0%
, 43
 
0.9%
Other values (38) 338
 
6.7%
Hangul
ValueCountFrequency (%)
공 1118
 
7.0%
고 914
 
5.7%
정 822
 
5.1%
업 615
 
3.8%
입 553
 
3.5%
찰 551
 
3.4%
선 528
 
3.3%
용 454
 
2.8%
체 386
 
2.4%
사 370
 
2.3%
Other values (280) 9699
60.6%
None
ValueCountFrequency (%)
〕 2
25.0%
」 2
25.0%
〔 2
25.0%
「 2
25.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 2
100.0%

공고일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing913
Missing (%)100.0%
Memory size8.2 KiB

등록일
Date

UNIQUE 

Distinct913
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.3 KiB
Minimum2023-06-02 16:11:05
Maximum2024-02-29 19:02:12
2024-03-13T21:08:13.139331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T21:08:13.287100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

입찰명
Text

MISSING 

Distinct707
Distinct (%)79.0%
Missing18
Missing (%)2.0%
Memory size7.3 KiB
2024-03-13T21:08:13.586777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length56
Median length42
Mean length19.974302
Min length4

Characters and Unicode

Total characters17877
Distinct characters338
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique615 ?
Unique (%)68.7%

Sample

1st row매도청구 협력업체 선정 입찰
2nd row친환경분야(경관포함) 용역 협력업체 선정 입찰 공고
3rd row신동아아파트 주택재건축정비사업 토목 분야 협력업체 선정 입찰공고
4th row신동아아파트 주택재건축정비사업 친환경 및 경관 분야 협력업체 선정 입찰공고
5th row마포로1-10지구도시정비형재개발사업 시공자선전 입찰공고
ValueCountFrequency (%)
선정 376
 
10.0%
입찰공고 227
 
6.0%
공고 190
 
5.1%
입찰 166
 
4.4%
채용공고 134
 
3.6%
채용 100
 
2.7%
및 97
 
2.6%
위한 90
 
2.4%
용역업체 86
 
2.3%
협력업체 66
 
1.8%
Other values (868) 2227
59.2%
2024-03-13T21:08:13.985727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2893
 
16.2%
공 855
 
4.8%
정 739
 
4.1%
고 670
 
3.7%
업 544
 
3.0%
선 485
 
2.7%
입 466
 
2.6%
찰 461
 
2.6%
용 442
 
2.5%
체 345
 
1.9%
Other values (328) 9977
55.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13900
77.8%
Space Separator 2893
 
16.2%
Decimal Number 384
 
2.1%
Open Punctuation 234
 
1.3%
Close Punctuation 234
 
1.3%
Other Punctuation 78
 
0.4%
Uppercase Letter 74
 
0.4%
Lowercase Letter 34
 
0.2%
Connector Punctuation 18
 
0.1%
Dash Punctuation 17
 
0.1%
Other values (3) 11
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
공 855
 
6.2%
정 739
 
5.3%
고 670
 
4.8%
업 544
 
3.9%
선 485
 
3.5%
입 466
 
3.4%
찰 461
 
3.3%
용 442
 
3.2%
체 345
 
2.5%
사 331
 
2.4%
Other values (275) 8562
61.6%
Uppercase Letter
ValueCountFrequency (%)
M 18
24.3%
C 10
13.5%
E 8
10.8%
V 8
10.8%
H 6
 
8.1%
G 6
 
8.1%
U 6
 
8.1%
T 4
 
5.4%
D 3
 
4.1%
P 2
 
2.7%
Other values (3) 3
 
4.1%
Decimal Number
ValueCountFrequency (%)
2 139
36.2%
0 63
16.4%
3 55
 
14.3%
4 47
 
12.2%
1 30
 
7.8%
6 15
 
3.9%
5 14
 
3.6%
8 8
 
2.1%
7 8
 
2.1%
9 5
 
1.3%
Lowercase Letter
ValueCountFrequency (%)
e 11
32.4%
n 4
 
11.8%
g 4
 
11.8%
i 4
 
11.8%
a 2
 
5.9%
r 2
 
5.9%
u 2
 
5.9%
l 2
 
5.9%
t 2
 
5.9%
s 1
 
2.9%
Other Punctuation
ValueCountFrequency (%)
, 36
46.2%
? 19
24.4%
. 11
 
14.1%
/ 10
 
12.8%
？ 2
 
2.6%
Open Punctuation
ValueCountFrequency (%)
( 215
91.9%
[ 16
 
6.8%
「 2
 
0.9%
〔 1
 
0.4%
Close Punctuation
ValueCountFrequency (%)
) 215
91.9%
] 16
 
6.8%
」 2
 
0.9%
〕 1
 
0.4%
Math Symbol
ValueCountFrequency (%)
> 3
50.0%
< 3
50.0%
Space Separator
ValueCountFrequency (%)
2893
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 18
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 17
100.0%
Control
ValueCountFrequency (%)
3
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13900
77.8%
Common 3867
 
21.6%
Latin 110
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
공 855
 
6.2%
정 739
 
5.3%
고 670
 
4.8%
업 544
 
3.9%
선 485
 
3.5%
입 466
 
3.4%
찰 461
 
3.3%
용 442
 
3.2%
체 345
 
2.5%
사 331
 
2.4%
Other values (275) 8562
61.6%
Common
ValueCountFrequency (%)
2893
74.8%
( 215
 
5.6%
) 215
 
5.6%
2 139
 
3.6%
0 63
 
1.6%
3 55
 
1.4%
4 47
 
1.2%
, 36
 
0.9%
1 30
 
0.8%
? 19
 
0.5%
Other values (19) 155
 
4.0%
Latin
ValueCountFrequency (%)
M 18
16.4%
e 11
 
10.0%
C 10
 
9.1%
E 8
 
7.3%
V 8
 
7.3%
H 6
 
5.5%
G 6
 
5.5%
U 6
 
5.5%
T 4
 
3.6%
n 4
 
3.6%
Other values (14) 29
26.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13900
77.8%
ASCII 3967
 
22.2%
None 8
 
< 0.1%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2893
72.9%
( 215
 
5.4%
) 215
 
5.4%
2 139
 
3.5%
0 63
 
1.6%
3 55
 
1.4%
4 47
 
1.2%
, 36
 
0.9%
1 30
 
0.8%
? 19
 
0.5%
Other values (37) 255
 
6.4%
Hangul
ValueCountFrequency (%)
공 855
 
6.2%
정 739
 
5.3%
고 670
 
4.8%
업 544
 
3.9%
선 485
 
3.5%
입 466
 
3.4%
찰 461
 
3.3%
용 442
 
3.2%
체 345
 
2.5%
사 331
 
2.4%
Other values (275) 8562
61.6%
None
ValueCountFrequency (%)
」 2
25.0%
「 2
25.0%
？ 2
25.0%
〔 1
12.5%
〕 1
12.5%
Number Forms
ValueCountFrequency (%)
Ⅱ 2
100.0%

입찰마감일
Text

MISSING 

Distinct695
Distinct (%)77.7%
Missing18
Missing (%)2.0%
Memory size7.3 KiB
2024-03-13T21:08:14.296778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length41
Mean length16.181006
Min length10

Characters and Unicode

Total characters14482
Distinct characters84
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique576 ?
Unique (%)64.4%

Sample

1st row2024-03-08 (금) 오후 2시
2nd row2024-03-08 15:00
3rd row2024-03-11 오후 2시
4th row2024-03-11 오후 2시
5th row2024-04-25 11:00
ValueCountFrequency (%)
오후 260
 
11.9%
2시 70
 
3.2%
3시 65
 
3.0%
14:00 61
 
2.8%
오후3시 51
 
2.3%
오후2시 40
 
1.8%
15:00 38
 
1.7%
15시 37
 
1.7%
오전 30
 
1.4%
5시 26
 
1.2%
Other values (340) 1498
68.8%
2024-03-13T21:08:14.831706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 2529
17.5%
0 2331
16.1%
- 1791
12.4%
1 1326
9.2%
1298
9.0%
3 988
 
6.8%
시 610
 
4.2%
4 480
 
3.3%
오 457
 
3.2%
후 418
 
2.9%
Other values (74) 2254
15.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 8716
60.2%
Other Letter 2273
 
15.7%
Dash Punctuation 1791
 
12.4%
Space Separator 1298
 
9.0%
Other Punctuation 191
 
1.3%
Close Punctuation 101
 
0.7%
Open Punctuation 101
 
0.7%
Uppercase Letter 6
 
< 0.1%
Math Symbol 3
 
< 0.1%
Lowercase Letter 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 610
26.8%
오 457
20.1%
후 418
18.4%
까 146
 
6.4%
지 146
 
6.4%
일 61
 
2.7%
요 57
 
2.5%
전 46
 
2.0%
월 29
 
1.3%
화 26
 
1.1%
Other values (52) 277
12.2%
Decimal Number
ValueCountFrequency (%)
2 2529
29.0%
0 2331
26.7%
1 1326
15.2%
3 988
 
11.3%
4 480
 
5.5%
5 237
 
2.7%
7 226
 
2.6%
8 213
 
2.4%
6 200
 
2.3%
9 186
 
2.1%
Uppercase Letter
ValueCountFrequency (%)
F 2
33.3%
A 2
33.3%
X 2
33.3%
Other Punctuation
ValueCountFrequency (%)
: 188
98.4%
, 3
 
1.6%
Lowercase Letter
ValueCountFrequency (%)
l 1
50.0%
t 1
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 1791
100.0%
Space Separator
ValueCountFrequency (%)
1298
100.0%
Close Punctuation
ValueCountFrequency (%)
) 101
100.0%
Open Punctuation
ValueCountFrequency (%)
( 101
100.0%
Math Symbol
ValueCountFrequency (%)
~ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 12201
84.2%
Hangul 2273
 
15.7%
Latin 8
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 610
26.8%
오 457
20.1%
후 418
18.4%
까 146
 
6.4%
지 146
 
6.4%
일 61
 
2.7%
요 57
 
2.5%
전 46
 
2.0%
월 29
 
1.3%
화 26
 
1.1%
Other values (52) 277
12.2%
Common
ValueCountFrequency (%)
2 2529
20.7%
0 2331
19.1%
- 1791
14.7%
1 1326
10.9%
1298
10.6%
3 988
 
8.1%
4 480
 
3.9%
5 237
 
1.9%
7 226
 
1.9%
8 213
 
1.7%
Other values (7) 782
 
6.4%
Latin
ValueCountFrequency (%)
F 2
25.0%
A 2
25.0%
X 2
25.0%
l 1
12.5%
t 1
12.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12209
84.3%
Hangul 2273
 
15.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 2529
20.7%
0 2331
19.1%
- 1791
14.7%
1 1326
10.9%
1298
10.6%
3 988
 
8.1%
4 480
 
3.9%
5 237
 
1.9%
7 226
 
1.9%
8 213
 
1.7%
Other values (12) 790
 
6.5%
Hangul
ValueCountFrequency (%)
시 610
26.8%
오 457
20.1%
후 418
18.4%
까 146
 
6.4%
지 146
 
6.4%
일 61
 
2.7%
요 57
 
2.5%
전 46
 
2.0%
월 29
 
1.3%
화 26
 
1.1%
Other values (52) 277
12.2%

입찰참가자격
Text

MISSING 

Distinct682
Distinct (%)76.2%
Missing18
Missing (%)2.0%
Memory size7.3 KiB
2024-03-13T21:08:15.125344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length1020
Mean length496.32067
Min length10

Characters and Unicode

Total characters444207
Distinct characters510
Distinct categories18 ?
Distinct scripts3 ?
Distinct blocks9 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique616 ?
Unique (%)68.8%

Sample

1st row<p><img src='/servlet/image/2024/02/20240229_185636274_36968.jpg' title='' alt='' border='0' style='width: 550px; border: 0px solid;' /><br /></p>
2nd row<p>첨부파일 참조</p>
3rd row<p>- 관계법령에 따라 관련 자격을 갖춘 업체로서 조합에서 발주한 업무를 수행하는데 결격사유가 없는 업체</p><p>- 정비사업 계약업무 처리기준 제12조에 의한 부정당업자의 입찰참가자격 제한에 해당하지 않는 업체</p>
4th row<p>- 관계법령에 따라 관련 자격을 갖춘 업체로서 조합에서 발주한 업무를 수행하는데 결격사유가 없는 업체</p><p>- 정비사업 계약업무 처리기준 제12조에 의한 부정당업자의 입찰참가자격 제한에 해당하지 않는 업체</p>
5th row<p class='0' style='line-height: 140%; word-break: keep-all;'><span style='font-family:굴림체;font-size:9.0pt;'>공고 마포로</span><span style='font-family:굴림체;font-family:굴림체;letter-spacing:0.0pt;font-size:9.0pt;'>1-10</span><span style='font-family:굴림체;font-size:9.0pt;'>제</span><span style='font-family:굴림체;font-family:굴림체;letter-spacing:0.0pt;font-size:9.0pt;'>2024-02-2901</span><span style='font-family:굴림체;font-size:9.0pt;'>호</span></p><table style='border-collapse: collapse; border-width: 1px; border-style: solid; border-color: rgb(0, 0, 0);'><tbody><tr><td style='width: 676px; height: 32px; padding: 1.41pt; border-width: 1px; border-style: solid; border-color: rgb(0, 0, 0); background: rgb(192, 192, 192);' valign='center'><p class='0' style='text-align:center;word-break:keep-all;text-autospace:none;'><span style='font-family:HY헤드라인M;font-weight:bold;font-size:16.0pt;'>마포로</span><span style='font-family:HY헤드라인M;font-family:HY헤드라인M;letter-spacing:0.0pt;font-weight:bold;font-size:16.0pt;'>1-10</span><span style='fon
ValueCountFrequency (%)
고딕;font-family:맑은 943
 
3.3%
class='0 785
 
2.7%
style='font-family:맑은 767
 
2.7%
span><span 562
 
2.0%
0px 533
 
1.9%
font-size 529
 
1.8%
p 436
 
1.5%
nbsp 435
 
1.5%
style='font-size 408
 
1.4%
blank 286
 
1.0%
Other values (5366) 23022
80.2%
2024-03-13T21:08:15.639184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
28160
 
6.3%
t 26876
 
6.1%
n 21373
 
4.8%
s 20343
 
4.6%
e 19713
 
4.4%
a 19642
 
4.4%
p 19527
 
4.4%
' 18701
 
4.2%
l 16930
 
3.8%
: 15749
 
3.5%
Other values (500) 237193
53.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 233923
52.7%
Other Punctuation 63439
 
14.3%
Other Letter 48357
 
10.9%
Space Separator 28160
 
6.3%
Math Symbol 26631
 
6.0%
Decimal Number 24615
 
5.5%
Dash Punctuation 13559
 
3.1%
Uppercase Letter 3089
 
0.7%
Open Punctuation 991
 
0.2%
Close Punctuation 889
 
0.2%
Other values (8) 554
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
고 2644
 
5.5%
딕 2046
 
4.2%
은 1962
 
4.1%
맑 1887
 
3.9%
업 1071
 
2.2%
함 1025
 
2.1%
초 977
 
2.0%
롬 974
 
2.0%
조 929
 
1.9%
바 906
 
1.9%
Other values (383) 33936
70.2%
Lowercase Letter
ValueCountFrequency (%)
t 26876
11.5%
n 21373
9.1%
s 20343
8.7%
e 19713
 
8.4%
a 19642
 
8.4%
p 19527
 
8.3%
l 16930
 
7.2%
f 13607
 
5.8%
i 13310
 
5.7%
o 12267
 
5.2%
Other values (16) 50335
21.5%
Uppercase Letter
ValueCountFrequency (%)
M 637
20.6%
H 568
18.4%
Y 477
15.4%
B 190
 
6.2%
L 132
 
4.3%
T 131
 
4.2%
P 131
 
4.2%
Z 119
 
3.9%
E 101
 
3.3%
W 86
 
2.8%
Other values (14) 517
16.7%
Other Punctuation
ValueCountFrequency (%)
' 18701
29.5%
: 15749
24.8%
; 13829
21.8%
/ 5577
 
8.8%
, 3481
 
5.5%
. 3445
 
5.4%
& 1571
 
2.5%
% 904
 
1.4%
! 54
 
0.1%
# 36
 
0.1%
Other values (6) 92
 
0.1%
Decimal Number
ValueCountFrequency (%)
0 8389
34.1%
1 5800
23.6%
2 3075
 
12.5%
5 1662
 
6.8%
3 1425
 
5.8%
8 1012
 
4.1%
4 968
 
3.9%
9 933
 
3.8%
6 679
 
2.8%
7 672
 
2.7%
Other Number
ValueCountFrequency (%)
① 38
35.5%
② 33
30.8%
③ 13
 
12.1%
④ 7
 
6.5%
² 4
 
3.7%
⑤ 4
 
3.7%
⑵ 3
 
2.8%
⑴ 3
 
2.8%
⑶ 2
 
1.9%
Math Symbol
ValueCountFrequency (%)
< 10628
39.9%
> 10286
38.6%
= 5699
21.4%
~ 12
 
< 0.1%
→ 4
 
< 0.1%
+ 2
 
< 0.1%
Other Symbol
ValueCountFrequency (%)
㎡ 5
35.7%
▣ 3
21.4%
■ 3
21.4%
▶ 1
 
7.1%
◆ 1
 
7.1%
○ 1
 
7.1%
Close Punctuation
ValueCountFrequency (%)
) 563
63.3%
} 169
 
19.0%
] 107
 
12.0%
」 49
 
5.5%
】 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 479
48.3%
{ 353
35.6%
[ 109
 
11.0%
「 49
 
4.9%
【 1
 
0.1%
Initial Punctuation
ValueCountFrequency (%)
“ 16
76.2%
‘ 5
 
23.8%
Final Punctuation
ValueCountFrequency (%)
” 7
63.6%
’ 4
36.4%
Space Separator
ValueCountFrequency (%)
28160
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 13559
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 396
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 2
100.0%
Currency Symbol
ValueCountFrequency (%)
￦ 2
100.0%
Control
ValueCountFrequency (%)
 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 237012
53.4%
Common 158838
35.8%
Hangul 48357
 
10.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
고 2644
 
5.5%
딕 2046
 
4.2%
은 1962
 
4.1%
맑 1887
 
3.9%
업 1071
 
2.2%
함 1025
 
2.1%
초 977
 
2.0%
롬 974
 
2.0%
조 929
 
1.9%
바 906
 
1.9%
Other values (383) 33936
70.2%
Common
ValueCountFrequency (%)
28160
17.7%
' 18701
11.8%
: 15749
9.9%
; 13829
8.7%
- 13559
8.5%
< 10628
 
6.7%
> 10286
 
6.5%
0 8389
 
5.3%
1 5800
 
3.7%
= 5699
 
3.6%
Other values (57) 28038
17.7%
Latin
ValueCountFrequency (%)
t 26876
11.3%
n 21373
9.0%
s 20343
 
8.6%
e 19713
 
8.3%
a 19642
 
8.3%
p 19527
 
8.2%
l 16930
 
7.1%
f 13607
 
5.7%
i 13310
 
5.6%
o 12267
 
5.2%
Other values (40) 53424
22.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 395544
89.0%
Hangul 48354
 
10.9%
None 130
 
< 0.1%
Enclosed Alphanum 103
 
< 0.1%
Punctuation 55
 
< 0.1%
Geometric Shapes 9
 
< 0.1%
CJK Compat 5
 
< 0.1%
Arrows 4
 
< 0.1%
Compat Jamo 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
28160
 
7.1%
t 26876
 
6.8%
n 21373
 
5.4%
s 20343
 
5.1%
e 19713
 
5.0%
a 19642
 
5.0%
p 19527
 
4.9%
' 18701
 
4.7%
l 16930
 
4.3%
: 15749
 
4.0%
Other values (79) 188530
47.7%
Hangul
ValueCountFrequency (%)
고 2644
 
5.5%
딕 2046
 
4.2%
은 1962
 
4.1%
맑 1887
 
3.9%
업 1071
 
2.2%
함 1025
 
2.1%
초 977
 
2.0%
롬 974
 
2.0%
조 929
 
1.9%
바 906
 
1.9%
Other values (381) 33933
70.2%
None
ValueCountFrequency (%)
「 49
37.7%
」 49
37.7%
？ 23
17.7%
² 4
 
3.1%
￦ 2
 
1.5%
】 1
 
0.8%
【 1
 
0.8%
： 1
 
0.8%
Enclosed Alphanum
ValueCountFrequency (%)
① 38
36.9%
② 33
32.0%
③ 13
 
12.6%
④ 7
 
6.8%
⑤ 4
 
3.9%
⑵ 3
 
2.9%
⑴ 3
 
2.9%
⑶ 2
 
1.9%
Punctuation
ValueCountFrequency (%)
※ 23
41.8%
“ 16
29.1%
” 7
 
12.7%
‘ 5
 
9.1%
’ 4
 
7.3%
CJK Compat
ValueCountFrequency (%)
㎡ 5
100.0%
Arrows
ValueCountFrequency (%)
→ 4
100.0%
Geometric Shapes
ValueCountFrequency (%)
▣ 3
33.3%
■ 3
33.3%
▶ 1
 
11.1%
◆ 1
 
11.1%
○ 1
 
11.1%
Compat Jamo
ValueCountFrequency (%)
ㆍ 2
66.7%
ㄱ 1
33.3%

선정방법
Text

MISSING 

Distinct382
Distinct (%)42.7%
Missing18
Missing (%)2.0%
Memory size7.3 KiB
2024-03-13T21:08:15.912191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length153
Median length76
Mean length13.830168
Min length1

Characters and Unicode

Total characters12378
Distinct characters260
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique263 ?
Unique (%)29.4%

Sample

1st row입찰마감 후 이사회 심의를 거쳐 대의원회에서 의결로 선정
2nd row적격심사방식
3rd row입찰서류 심사 후 조합의 내부절차에 따라서 선정함.
4th row입찰서류 심사 후 조합의 내부절차에 따라서 선정함.
5th row대의원회심사를거쳐 조합총회에서 선정
ValueCountFrequency (%)
일반경쟁입찰 173
 
6.6%
후 112
 
4.3%
적격심사 82
 
3.1%
적격심사방식 71
 
2.7%
및 66
 
2.5%
일반경쟁 54
 
2.1%
면접 54
 
2.1%
선정 54
 
2.1%
서류심사 52
 
2.0%
개별 40
 
1.5%
Other values (521) 1863
71.1%
2024-03-13T21:08:16.385165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1747
 
14.1%
사 469
 
3.8%
찰 468
 
3.8%
입 442
 
3.6%
심 416
 
3.4%
일 390
 
3.2%
경 371
 
3.0%
쟁 366
 
3.0%
반 346
 
2.8%
격 310
 
2.5%
Other values (250) 7053
57.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9896
79.9%
Space Separator 1747
 
14.1%
Close Punctuation 169
 
1.4%
Open Punctuation 168
 
1.4%
Other Punctuation 164
 
1.3%
Decimal Number 149
 
1.2%
Lowercase Letter 36
 
0.3%
Dash Punctuation 25
 
0.2%
Letter Number 8
 
0.1%
Initial Punctuation 6
 
< 0.1%
Other values (3) 10
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 469
 
4.7%
찰 468
 
4.7%
입 442
 
4.5%
심 416
 
4.2%
일 390
 
3.9%
경 371
 
3.7%
쟁 366
 
3.7%
반 346
 
3.5%
격 310
 
3.1%
적 291
 
2.9%
Other values (203) 6027
60.9%
Lowercase Letter
ValueCountFrequency (%)
r 4
11.1%
a 4
11.1%
m 4
11.1%
b 3
8.3%
u 3
8.3%
n 3
8.3%
o 3
8.3%
s 2
 
5.6%
v 2
 
5.6%
e 2
 
5.6%
Other values (4) 6
16.7%
Decimal Number
ValueCountFrequency (%)
2 54
36.2%
0 32
21.5%
1 26
17.4%
3 15
 
10.1%
8 6
 
4.0%
4 6
 
4.0%
5 6
 
4.0%
7 2
 
1.3%
6 1
 
0.7%
9 1
 
0.7%
Other Punctuation
ValueCountFrequency (%)
, 76
46.3%
. 34
20.7%
/ 31
18.9%
' 11
 
6.7%
: 6
 
3.7%
? 2
 
1.2%
@ 2
 
1.2%
* 1
 
0.6%
※ 1
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 162
95.9%
] 6
 
3.6%
」 1
 
0.6%
Open Punctuation
ValueCountFrequency (%)
( 161
95.8%
[ 6
 
3.6%
「 1
 
0.6%
Letter Number
ValueCountFrequency (%)
Ⅱ 6
75.0%
Ⅰ 2
 
25.0%
Space Separator
ValueCountFrequency (%)
1747
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 25
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 6
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 6
100.0%
Control
ValueCountFrequency (%)
3
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9896
79.9%
Common 2438
 
19.7%
Latin 44
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 469
 
4.7%
찰 468
 
4.7%
입 442
 
4.5%
심 416
 
4.2%
일 390
 
3.9%
경 371
 
3.7%
쟁 366
 
3.7%
반 346
 
3.5%
격 310
 
3.1%
적 291
 
2.9%
Other values (203) 6027
60.9%
Common
ValueCountFrequency (%)
1747
71.7%
) 162
 
6.6%
( 161
 
6.6%
, 76
 
3.1%
2 54
 
2.2%
. 34
 
1.4%
0 32
 
1.3%
/ 31
 
1.3%
1 26
 
1.1%
- 25
 
1.0%
Other values (21) 90
 
3.7%
Latin
ValueCountFrequency (%)
Ⅱ 6
13.6%
r 4
 
9.1%
a 4
 
9.1%
m 4
 
9.1%
b 3
 
6.8%
u 3
 
6.8%
n 3
 
6.8%
o 3
 
6.8%
s 2
 
4.5%
Ⅰ 2
 
4.5%
Other values (6) 10
22.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9896
79.9%
ASCII 2459
 
19.9%
Punctuation 13
 
0.1%
Number Forms 8
 
0.1%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1747
71.0%
) 162
 
6.6%
( 161
 
6.5%
, 76
 
3.1%
2 54
 
2.2%
. 34
 
1.4%
0 32
 
1.3%
/ 31
 
1.3%
1 26
 
1.1%
- 25
 
1.0%
Other values (30) 111
 
4.5%
Hangul
ValueCountFrequency (%)
사 469
 
4.7%
찰 468
 
4.7%
입 442
 
4.5%
심 416
 
4.2%
일 390
 
3.9%
경 371
 
3.7%
쟁 366
 
3.7%
반 346
 
3.5%
격 310
 
3.1%
적 291
 
2.9%
Other values (203) 6027
60.9%
Punctuation
ValueCountFrequency (%)
‘ 6
46.2%
’ 6
46.2%
※ 1
 
7.7%
Number Forms
ValueCountFrequency (%)
Ⅱ 6
75.0%
Ⅰ 2
 
25.0%
None
ValueCountFrequency (%)
「 1
50.0%
」 1
50.0%

추가정보
Text

MISSING 

Distinct40
Distinct (%)75.5%
Missing860
Missing (%)94.2%
Memory size7.3 KiB
2024-03-13T21:08:16.673068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length162
Mean length145.71698
Min length1

Characters and Unicode

Total characters7723
Distinct characters275
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)64.2%

Sample

1st row기타 자세한 사항은 첨부의 공고문을 참조하시기 바랍니다.
2nd row첨부파일참조
3rd row2024년 성공적인 임시총회를 위해 홍보전문요원을 모집함.
4th row123
5th row 낙찰자 결정방법 - 빈집 및 소규모주택 정비에 관한 특례법, 소규모주택정비사업의 시공자 및 정비사업전문관리업자 선정기준, 정비사업 계약업무 처리기준, 조합정관, 입찰지침서, 기타 조합이 정하는 기준에 따라 총회에서 조합원 투표로 선정
ValueCountFrequency (%)
27
 
3.2%
nbsp 23
 
2.8%
0px 20
 
2.4%
margin-bottom 18
 
2.2%
margin-top 18
 
2.2%
굴림 17
 
2.0%
line-height 17
 
2.0%
19.2px 17
 
2.0%
style='font-family 16
 
1.9%
lt;p 15
 
1.8%
Other values (364) 646
77.5%
2024-03-13T21:08:17.208074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
825
 
10.7%
t 526
 
6.8%
; 437
 
5.7%
& 275
 
3.6%
l 271
 
3.5%
p 262
 
3.4%
n 249
 
3.2%
g 206
 
2.7%
e 195
 
2.5%
: 192
 
2.5%
Other values (265) 4285
55.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 3159
40.9%
Other Letter 1804
23.4%
Other Punctuation 1219
 
15.8%
Space Separator 825
 
10.7%
Decimal Number 418
 
5.4%
Dash Punctuation 174
 
2.3%
Math Symbol 61
 
0.8%
Close Punctuation 24
 
0.3%
Open Punctuation 24
 
0.3%
Uppercase Letter 8
 
0.1%
Other values (3) 7
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 61
 
3.4%
업 50
 
2.8%
정 47
 
2.6%
조 41
 
2.3%
시 40
 
2.2%
자 38
 
2.1%
일 38
 
2.1%
함 37
 
2.1%
참 36
 
2.0%
서 34
 
1.9%
Other values (204) 1382
76.6%
Lowercase Letter
ValueCountFrequency (%)
t 526
16.7%
l 271
 
8.6%
p 262
 
8.3%
n 249
 
7.9%
g 206
 
6.5%
e 195
 
6.2%
i 191
 
6.0%
s 179
 
5.7%
o 165
 
5.2%
a 160
 
5.1%
Other values (14) 755
23.9%
Other Punctuation
ValueCountFrequency (%)
; 437
35.8%
& 275
22.6%
: 192
15.8%
' 121
 
9.9%
. 83
 
6.8%
/ 59
 
4.8%
, 31
 
2.5%
# 9
 
0.7%
% 6
 
0.5%
※ 6
 
0.5%
Decimal Number
ValueCountFrequency (%)
0 116
27.8%
1 101
24.2%
2 82
19.6%
4 31
 
7.4%
3 27
 
6.5%
6 25
 
6.0%
9 19
 
4.5%
5 9
 
2.2%
7 5
 
1.2%
8 3
 
0.7%
Uppercase Letter
ValueCountFrequency (%)
S 2
25.0%
B 2
25.0%
U 2
25.0%
I 1
12.5%
N 1
12.5%
Other Number
ValueCountFrequency (%)
③ 1
33.3%
② 1
33.3%
① 1
33.3%
Close Punctuation
ValueCountFrequency (%)
) 22
91.7%
] 2
 
8.3%
Open Punctuation
ValueCountFrequency (%)
( 22
91.7%
[ 2
 
8.3%
Space Separator
ValueCountFrequency (%)
825
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 174
100.0%
Math Symbol
ValueCountFrequency (%)
= 61
100.0%
Other Symbol
ValueCountFrequency (%)
○ 3
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3167
41.0%
Common 2752
35.6%
Hangul 1804
23.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 61
 
3.4%
업 50
 
2.8%
정 47
 
2.6%
조 41
 
2.3%
시 40
 
2.2%
자 38
 
2.1%
일 38
 
2.1%
함 37
 
2.1%
참 36
 
2.0%
서 34
 
1.9%
Other values (204) 1382
76.6%
Common
ValueCountFrequency (%)
825
30.0%
; 437
15.9%
& 275
 
10.0%
: 192
 
7.0%
- 174
 
6.3%
' 121
 
4.4%
0 116
 
4.2%
1 101
 
3.7%
. 83
 
3.0%
2 82
 
3.0%
Other values (22) 346
12.6%
Latin
ValueCountFrequency (%)
t 526
16.6%
l 271
 
8.6%
p 262
 
8.3%
n 249
 
7.9%
g 206
 
6.5%
e 195
 
6.2%
i 191
 
6.0%
s 179
 
5.7%
o 165
 
5.2%
a 160
 
5.1%
Other values (19) 763
24.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5907
76.5%
Hangul 1804
 
23.4%
Punctuation 6
 
0.1%
Geometric Shapes 3
 
< 0.1%
Enclosed Alphanum 3
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
825
 
14.0%
t 526
 
8.9%
; 437
 
7.4%
& 275
 
4.7%
l 271
 
4.6%
p 262
 
4.4%
n 249
 
4.2%
g 206
 
3.5%
e 195
 
3.3%
: 192
 
3.3%
Other values (46) 2469
41.8%
Hangul
ValueCountFrequency (%)
사 61
 
3.4%
업 50
 
2.8%
정 47
 
2.6%
조 41
 
2.3%
시 40
 
2.2%
자 38
 
2.1%
일 38
 
2.1%
함 37
 
2.1%
참 36
 
2.0%
서 34
 
1.9%
Other values (204) 1382
76.6%
Punctuation
ValueCountFrequency (%)
※ 6
100.0%
Geometric Shapes
ValueCountFrequency (%)
○ 3
100.0%
Enclosed Alphanum
ValueCountFrequency (%)
③ 1
33.3%
② 1
33.3%
① 1
33.3%

Missing values

2024-03-13T21:08:10.138207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T21:08:10.302085image/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.
2024-03-13T21:08:10.433068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

사업번호추진위원회/조합명제목공고일자등록일입찰명입찰마감일입찰참가자격선정방법추가정보
011500-900000538방화3재정비촉진구역 재건축정비사업조합방화3재정비촉진구역 협력업체 (매도청구) 선정을 위한 입찰공고<NA>2024-02-29 19:02:12.0매도청구 협력업체 선정 입찰2024-03-08 (금) 오후 2시<p><img src='/servlet/image/2024/02/20240229_185636274_36968.jpg' title='' alt='' border='0' style='width: 550px; border: 0px solid;' /><br /></p>입찰마감 후 이사회 심의를 거쳐 대의원회에서 의결로 선정<NA>
111170-900000734강변강서아파트 주택재건축 정비사업조합친환경분야(경관포함) 용역 협력업체 선정 입찰 공고<NA>2024-02-29 14:14:42.0친환경분야(경관포함) 용역 협력업체 선정 입찰 공고2024-03-08 15:00<p>첨부파일 참조</p>적격심사방식<NA>
211560-100003000신동아아파트 주택재건축정비사업조합신동아아파트 주택재건축정비사업 토목 분야 협력업체 선정 입찰공고<NA>2024-02-29 14:05:43.0신동아아파트 주택재건축정비사업 토목 분야 협력업체 선정 입찰공고2024-03-11 오후 2시<p>- 관계법령에 따라 관련 자격을 갖춘 업체로서 조합에서 발주한 업무를 수행하는데 결격사유가 없는 업체</p><p>- 정비사업 계약업무 처리기준 제12조에 의한 부정당업자의 입찰참가자격 제한에 해당하지 않는 업체</p>입찰서류 심사 후 조합의 내부절차에 따라서 선정함.<NA>
311560-100003000신동아아파트 주택재건축정비사업조합신동아아파트 주택재건축정비사업 친환경 및 경관 분야 협력업체 선정 입찰공고<NA>2024-02-29 14:03:49.0신동아아파트 주택재건축정비사업 친환경 및 경관 분야 협력업체 선정 입찰공고2024-03-11 오후 2시<p>- 관계법령에 따라 관련 자격을 갖춘 업체로서 조합에서 발주한 업무를 수행하는데 결격사유가 없는 업체</p><p>- 정비사업 계약업무 처리기준 제12조에 의한 부정당업자의 입찰참가자격 제한에 해당하지 않는 업체</p>입찰서류 심사 후 조합의 내부절차에 따라서 선정함.<NA>
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511560-90000050445. 문래동4가 도시환경정비구역 재개발정비사업조합시공자 선정용 설계도면 및 내역 산출(적산) 용역 선정 입찰 재공고<NA>2024-02-29 11:24:34.0시공자 선정용 설계도면 작성 및 내역 산출(적산)용역2024-03-08 오후3시<p>관련법령에 따라 관련 입찰 분야의 자격을 갖춘 업체로서 조합에서 발주한 업무를 수행하는데 결격사유가 없는 업체</p><p>계약완료후 110일 이내 용역 완료가 가능한 업체</p><p>&nbsp;</p>일반경쟁입찰(적격심사방식)<NA>
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