Overview

Dataset statistics

Number of variables9
Number of observations1563
Missing cells946
Missing cells (%)6.7%
Duplicate rows9
Duplicate rows (%)0.6%
Total size in memory113.1 KiB
Average record size in memory74.1 B

Variable types

Numeric2
Categorical2
Boolean1
Text2
DateTime2

Dataset

Description한국환경산업기술원 한국환경산업기술원대표홈페이지 시스템 게시판 데이터(게시판이름, 제목 등) 2021년도 정보 입니다.
URLhttps://www.data.go.kr/data/15120558/fileData.do

Alerts

공개여부 has constant value ""Constant
Dataset has 9 (0.6%) duplicate rowsDuplicates
게시판키 is highly overall correlated with 게시판이름High correlation
게시판이름 is highly overall correlated with 게시판키High correlation
공지글여부 is highly imbalanced (53.4%)Imbalance
성명 비식별화 has 150 (9.6%) missing valuesMissing
수정일시 has 790 (50.5%) missing valuesMissing
조회수 has 372 (23.8%) zerosZeros

Reproduction

Analysis started2023-12-12 05:41:18.847772
Analysis finished2023-12-12 05:41:20.449029
Duration1.6 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

게시판키
Real number (ℝ)

HIGH CORRELATION 

Distinct35
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean287.89187
Minimum235
Maximum376
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size13.9 KiB
2023-12-12T14:41:20.516026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum235
5-th percentile236
Q1274
median277
Q3316
95-th percentile364
Maximum376
Range141
Interquartile range (IQR)42

Descriptive statistics

Standard deviation38.087899
Coefficient of variation (CV)0.13229932
Kurtosis0.030548995
Mean287.89187
Median Absolute Deviation (MAD)4
Skewness0.88272562
Sum449975
Variance1450.688
MonotonicityNot monotonic
2023-12-12T14:41:21.015844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
277 501
32.1%
274 138
 
8.8%
278 124
 
7.9%
237 96
 
6.1%
281 94
 
6.0%
318 78
 
5.0%
257 78
 
5.0%
364 70
 
4.5%
235 69
 
4.4%
236 48
 
3.1%
Other values (25) 267
17.1%
ValueCountFrequency (%)
235 69
 
4.4%
236 48
 
3.1%
237 96
 
6.1%
257 78
 
5.0%
263 9
 
0.6%
274 138
 
8.8%
277 501
32.1%
278 124
 
7.9%
280 4
 
0.3%
281 94
 
6.0%
ValueCountFrequency (%)
376 32
2.0%
375 5
 
0.3%
374 21
 
1.3%
372 1
 
0.1%
365 17
 
1.1%
364 70
4.5%
363 39
2.5%
356 6
 
0.4%
355 2
 
0.1%
352 2
 
0.1%

게시판이름
Categorical

HIGH CORRELATION 

Distinct35
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size12.3 KiB
공지/공고
501 
홍보물
138 
기타 상담센터
124 
보도자료
96 
R&D 상담센터
94 
Other values (30)
610 

Length

Max length15
Median length12
Mean length5.3352527
Min length2

Unique

Unique3 ?
Unique (%)0.2%

Sample

1st row공지/공고
2nd row공지/공고
3rd row환경지식
4th row공용차량 현황
5th row공용차량 현황

Common Values

ValueCountFrequency (%)
공지/공고 501
32.1%
홍보물 138
 
8.8%
기타 상담센터 124
 
7.9%
보도자료 96
 
6.1%
R&D 상담센터 94
 
6.0%
환경지식 78
 
5.0%
영상 78
 
5.0%
청렴옴부즈만 상담센터 70
 
4.5%
기관동정 69
 
4.4%
언론보도 48
 
3.1%
Other values (25) 267
17.1%

Length

2023-12-12T14:41:21.184049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
공지/공고 501
25.3%
상담센터 344
17.4%
홍보물 138
 
7.0%
기타 124
 
6.3%
보도자료 96
 
4.9%
r&d 94
 
4.8%
환경지식 78
 
3.9%
영상 78
 
3.9%
청렴옴부즈만 70
 
3.5%
기관동정 69
 
3.5%
Other values (37) 385
19.5%

공지글여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
False
1408 
True
155 
ValueCountFrequency (%)
False 1408
90.1%
True 155
 
9.9%
2023-12-12T14:41:21.327380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제목컨텐츠
Text

Distinct1276
Distinct (%)82.0%
Missing6
Missing (%)0.4%
Memory size12.3 KiB
2023-12-12T14:41:21.692600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length108
Median length61
Mean length27.795119
Min length2

Characters and Unicode

Total characters43277
Distinct characters670
Distinct categories14 ?
Distinct scripts4 ?
Distinct blocks7 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1198 ?
Unique (%)76.9%

Sample

1st row[공고] 2021년 환경기업 온라인 수출마케팅 지원사업 용역 입찰공고 안내
2nd row[기술수요조사] 「환경분야 디지털 기반 탄소중립도시 기술개발 및 실증사업」 기술수요조사 공고
3rd row[연구용역 최종보고서] 냉매 회수 재생장치 시험방법 KS 표준개발을 위한 연구
4th row2020년 차량 정수 및 운영 현황
5th row2020년 차량 정수 및 운영 현황
ValueCountFrequency (%)
테스트 169
 
2.0%
및 156
 
1.8%
결과 136
 
1.6%
2021년 122
 
1.4%
공고 118
 
1.4%
안내 86
 
1.0%
용역 79
 
0.9%
기술평가 78
 
0.9%
모집 73
 
0.9%
2021년도 68
 
0.8%
Other values (3057) 7390
87.2%
2023-12-12T14:41:22.301741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6934
 
16.0%
2 975
 
2.3%
기 945
 
2.2%
경 729
 
1.7%
환 690
 
1.6%
업 610
 
1.4%
1 573
 
1.3%
0 546
 
1.3%
사 527
 
1.2%
[ 516
 
1.2%
Other values (660) 30232
69.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 28258
65.3%
Space Separator 6934
 
16.0%
Decimal Number 2457
 
5.7%
Lowercase Letter 1559
 
3.6%
Other Punctuation 1018
 
2.4%
Open Punctuation 960
 
2.2%
Close Punctuation 960
 
2.2%
Uppercase Letter 886
 
2.0%
Dash Punctuation 121
 
0.3%
Math Symbol 33
 
0.1%
Other values (4) 91
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 945
 
3.3%
경 729
 
2.6%
환 690
 
2.4%
업 610
 
2.2%
사 527
 
1.9%
술 513
 
1.8%
지 493
 
1.7%
가 422
 
1.5%
공 420
 
1.5%
용 408
 
1.4%
Other values (565) 22501
79.6%
Uppercase Letter
ValueCountFrequency (%)
T 113
12.8%
E 112
12.6%
I 87
9.8%
S 72
 
8.1%
D 61
 
6.9%
C 58
 
6.5%
R 55
 
6.2%
K 52
 
5.9%
A 41
 
4.6%
G 37
 
4.2%
Other values (16) 198
22.3%
Lowercase Letter
ValueCountFrequency (%)
e 263
16.9%
t 211
13.5%
n 127
8.1%
r 116
 
7.4%
o 116
 
7.4%
s 112
 
7.2%
i 97
 
6.2%
a 94
 
6.0%
l 61
 
3.9%
m 48
 
3.1%
Other values (15) 314
20.1%
Other Punctuation
ValueCountFrequency (%)
. 265
26.0%
' 197
19.4%
, 161
15.8%
· 119
11.7%
? 95
 
9.3%
! 63
 
6.2%
/ 49
 
4.8%
& 23
 
2.3%
: 17
 
1.7%
… 12
 
1.2%
Other values (3) 17
 
1.7%
Decimal Number
ValueCountFrequency (%)
2 975
39.7%
1 573
23.3%
0 546
22.2%
3 98
 
4.0%
9 70
 
2.8%
4 48
 
2.0%
5 40
 
1.6%
7 39
 
1.6%
8 36
 
1.5%
6 32
 
1.3%
Math Symbol
ValueCountFrequency (%)
~ 26
78.8%
+ 3
 
9.1%
= 2
 
6.1%
> 1
 
3.0%
< 1
 
3.0%
Open Punctuation
ValueCountFrequency (%)
[ 516
53.8%
( 412
42.9%
「 31
 
3.2%
『 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
] 516
53.8%
) 412
42.9%
」 31
 
3.2%
』 1
 
0.1%
Final Punctuation
ValueCountFrequency (%)
’ 26
83.9%
” 5
 
16.1%
Initial Punctuation
ValueCountFrequency (%)
‘ 25
80.6%
“ 6
 
19.4%
Space Separator
ValueCountFrequency (%)
6934
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 121
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 26
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 28255
65.3%
Common 12571
29.0%
Latin 2445
 
5.6%
Han 6
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 945
 
3.3%
경 729
 
2.6%
환 690
 
2.4%
업 610
 
2.2%
사 527
 
1.9%
술 513
 
1.8%
지 493
 
1.7%
가 422
 
1.5%
공 420
 
1.5%
용 408
 
1.4%
Other values (560) 22498
79.6%
Latin
ValueCountFrequency (%)
e 263
 
10.8%
t 211
 
8.6%
n 127
 
5.2%
r 116
 
4.7%
o 116
 
4.7%
T 113
 
4.6%
E 112
 
4.6%
s 112
 
4.6%
i 97
 
4.0%
a 94
 
3.8%
Other values (41) 1084
44.3%
Common
ValueCountFrequency (%)
6934
55.2%
2 975
 
7.8%
1 573
 
4.6%
0 546
 
4.3%
[ 516
 
4.1%
] 516
 
4.1%
) 412
 
3.3%
( 412
 
3.3%
. 265
 
2.1%
' 197
 
1.6%
Other values (33) 1225
 
9.7%
Han
ValueCountFrequency (%)
脫 1
16.7%
企 1
16.7%
年 1
16.7%
中 1
16.7%
發 1
16.7%
兆 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 28236
65.2%
ASCII 14759
34.1%
None 186
 
0.4%
Punctuation 74
 
0.2%
Compat Jamo 16
 
< 0.1%
CJK 5
 
< 0.1%
CJK Compat Ideographs 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6934
47.0%
2 975
 
6.6%
1 573
 
3.9%
0 546
 
3.7%
[ 516
 
3.5%
] 516
 
3.5%
) 412
 
2.8%
( 412
 
2.8%
. 265
 
1.8%
e 263
 
1.8%
Other values (74) 3347
22.7%
Hangul
ValueCountFrequency (%)
기 945
 
3.3%
경 729
 
2.6%
환 690
 
2.4%
업 610
 
2.2%
사 527
 
1.9%
술 513
 
1.8%
지 493
 
1.7%
가 422
 
1.5%
공 420
 
1.5%
용 408
 
1.4%
Other values (556) 22479
79.6%
None
ValueCountFrequency (%)
· 119
64.0%
」 31
 
16.7%
「 31
 
16.7%
㈜ 3
 
1.6%
『 1
 
0.5%
』 1
 
0.5%
Punctuation
ValueCountFrequency (%)
’ 26
35.1%
‘ 25
33.8%
… 12
16.2%
“ 6
 
8.1%
” 5
 
6.8%
Compat Jamo
ValueCountFrequency (%)
ㆍ 12
75.0%
ㅇ 3
 
18.8%
ㅏ 1
 
6.2%
CJK
ValueCountFrequency (%)
脫 1
20.0%
企 1
20.0%
中 1
20.0%
發 1
20.0%
兆 1
20.0%
CJK Compat Ideographs
ValueCountFrequency (%)
年 1
100.0%

성명 비식별화
Text

MISSING 

Distinct290
Distinct (%)20.5%
Missing150
Missing (%)9.6%
Memory size12.3 KiB
2023-12-12T14:41:22.567588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length15
Mean length15
Min length15

Characters and Unicode

Total characters21195
Distinct characters11
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique136 ?
Unique (%)9.6%

Sample

1st rowV00000000011179
2nd rowV00000000013948
3rd rowV00000000010938
4th rowV00000000011685
5th rowV00000000011685
ValueCountFrequency (%)
v00000000014053 178
 
12.6%
v00000000012526 160
 
11.3%
v00000000010942 127
 
9.0%
v00000000012843 77
 
5.4%
v00000000013871 68
 
4.8%
v00000000012011 31
 
2.2%
v00000000013726 17
 
1.2%
v00000000011591 16
 
1.1%
v00000000012341 15
 
1.1%
v00000000013149 14
 
1.0%
Other values (280) 710
50.2%
2023-12-12T14:41:22.938625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 13316
62.8%
1 2075
 
9.8%
V 1413
 
6.7%
2 939
 
4.4%
3 788
 
3.7%
4 664
 
3.1%
5 558
 
2.6%
6 395
 
1.9%
9 392
 
1.8%
8 391
 
1.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 19782
93.3%
Uppercase Letter 1413
 
6.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 13316
67.3%
1 2075
 
10.5%
2 939
 
4.7%
3 788
 
4.0%
4 664
 
3.4%
5 558
 
2.8%
6 395
 
2.0%
9 392
 
2.0%
8 391
 
2.0%
7 264
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
V 1413
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 19782
93.3%
Latin 1413
 
6.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 13316
67.3%
1 2075
 
10.5%
2 939
 
4.7%
3 788
 
4.0%
4 664
 
3.4%
5 558
 
2.8%
6 395
 
2.0%
9 392
 
2.0%
8 391
 
2.0%
7 264
 
1.3%
Latin
ValueCountFrequency (%)
V 1413
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21195
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 13316
62.8%
1 2075
 
9.8%
V 1413
 
6.7%
2 939
 
4.4%
3 788
 
3.7%
4 664
 
3.1%
5 558
 
2.6%
6 395
 
1.9%
9 392
 
1.8%
8 391
 
1.8%

조회수
Real number (ℝ)

ZEROS 

Distinct867
Distinct (%)55.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1567.8829
Minimum0
Maximum144946
Zeros372
Zeros (%)23.8%
Negative0
Negative (%)0.0%
Memory size13.9 KiB
2023-12-12T14:41:23.095383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median439
Q31616.5
95-th percentile6253.8
Maximum144946
Range144946
Interquartile range (IQR)1615.5

Descriptive statistics

Standard deviation4892.0398
Coefficient of variation (CV)3.1201563
Kurtosis480.84427
Mean1567.8829
Median Absolute Deviation (MAD)439
Skewness17.813941
Sum2450601
Variance23932053
MonotonicityNot monotonic
2023-12-12T14:41:23.294800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 372
 
23.8%
1 72
 
4.6%
2 60
 
3.8%
3 16
 
1.0%
5 9
 
0.6%
16 9
 
0.6%
13 8
 
0.5%
4 8
 
0.5%
15 6
 
0.4%
437 5
 
0.3%
Other values (857) 998
63.9%
ValueCountFrequency (%)
0 372
23.8%
1 72
 
4.6%
2 60
 
3.8%
3 16
 
1.0%
4 8
 
0.5%
5 9
 
0.6%
6 5
 
0.3%
7 5
 
0.3%
8 1
 
0.1%
9 1
 
0.1%
ValueCountFrequency (%)
144946 1
0.1%
43413 1
0.1%
34539 1
0.1%
34434 1
0.1%
34252 1
0.1%
23770 1
0.1%
22573 1
0.1%
22329 1
0.1%
21156 1
0.1%
21144 1
0.1%

공개여부
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size12.3 KiB
공개
1563 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공개 1563
100.0%

Length

2023-12-12T14:41:23.445462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:41:23.545774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공개 1563
100.0%

등록일시
Date

Distinct494
Distinct (%)31.6%
Missing0
Missing (%)0.0%
Memory size12.3 KiB
Minimum2021-01-01 00:00:00
Maximum2021-12-31 00:00:00
2023-12-12T14:41:23.632655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:41:23.757507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수정일시
Date

MISSING 

Distinct765
Distinct (%)99.0%
Missing790
Missing (%)50.5%
Memory size12.3 KiB
Minimum2021-01-04 13:42:49
Maximum2023-07-07 17:05:56
2023-12-12T14:41:23.889975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:41:24.049970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Interactions

2023-12-12T14:41:19.805875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:41:19.524692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:41:19.929806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:41:19.673266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:41:24.172918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시판키게시판이름공지글여부조회수
게시판키1.0001.0000.3830.043
게시판이름1.0001.0000.5360.000
공지글여부0.3830.5361.0000.042
조회수0.0430.0000.0421.000
2023-12-12T14:41:24.256257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공지글여부게시판이름
공지글여부1.0000.451
게시판이름0.4511.000
2023-12-12T14:41:24.336673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시판키조회수게시판이름공지글여부
게시판키1.000-0.3960.9920.388
조회수-0.3961.0000.0000.028
게시판이름0.9920.0001.0000.451
공지글여부0.3880.0280.4511.000

Missing values

2023-12-12T14:41:20.100292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:41:20.260313image/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.
2023-12-12T14:41:20.387353image/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

게시판키게시판이름공지글여부제목컨텐츠성명 비식별화조회수공개여부등록일시수정일시
0277공지/공고N[공고] 2021년 환경기업 온라인 수출마케팅 지원사업 용역 입찰공고 안내V000000000111792340공개2021-04-26 00:00:002021-04-26 17:44:39
1277공지/공고N[기술수요조사] 「환경분야 디지털 기반 탄소중립도시 기술개발 및 실증사업」 기술수요조사 공고V000000000139481962공개2021-09-10 00:00:002021-09-13 13:10:04
2318환경지식N[연구용역 최종보고서] 냉매 회수 재생장치 시험방법 KS 표준개발을 위한 연구V00000000010938577공개2021-01-04 00:00:00<NA>
3280공용차량 현황N2020년 차량 정수 및 운영 현황V000000000116856공개2021-01-04 00:00:002021-01-04 13:42:49
4280공용차량 현황N2020년 차량 정수 및 운영 현황V000000000116851406공개2021-01-04 00:00:00<NA>
5318환경지식N[연구용역보고서] '환경오염피해구제 관리시스템' 정보화전략계획 수립V0000000001262311공개2021-01-04 00:00:002021-01-05 09:42:48
6278기타 상담센터N답변드립니다.V000000000120110공개2021-01-04 00:00:00<NA>
7278기타 상담센터N답변드립니다.V000000000120110공개2021-01-04 00:00:00<NA>
8278기타 상담센터N답변드립니다.V000000000120110공개2021-01-04 00:00:00<NA>
9278기타 상담센터N답변드립니다.V000000000120110공개2021-01-04 00:00:00<NA>
게시판키게시판이름공지글여부제목컨텐츠성명 비식별화조회수공개여부등록일시수정일시
1553257영상N옥상달빛 x KEITI 탄소중립 홍보영상 [수거했어, 오늘도] 종합편V00000000014053419공개2021-12-29 00:00:00<NA>
1554257영상N폐전지부터산업폐수까지 쓸만하게 만드는 핫한기술이 있다?(feat.안될공학)V00000000014053470공개2021-12-31 00:00:00<NA>
1555257영상N지구에관해 무엇이든 답해주는 해결책이있다?(feat.한국환경산업기술원)_영문V00000000014053444공개2021-12-30 00:00:00<NA>
1556257영상N지구에관해 무엇이든 답해주는 해결책이있다?(feat.한국환경산업기술원)_국문V00000000014053384공개2021-12-30 00:00:002022-01-18 13:36:12
1557257영상N??한국환경산업기술원 브리핑 NEWSPart4??V00000000014053571공개2021-12-31 00:00:00<NA>
1558257영상N메타버스로 보는!?? 2021 환경기술(R&D·신기술) 합동성과발표회!??V00000000014053169공개2021-12-24 00:00:00<NA>
1559319법률/서식N환경기술개발사업 운영규정 개정 알림(2021.12.15.)V000000000137951821공개2021-12-16 00:00:00<NA>
1560320신고물품 처리결과 공개N2020년 하반기 수수 금지 금품등 처리결과V00000000013934495공개2021-01-04 00:00:002022-03-17 10:27:02
1561320신고물품 처리결과 공개N2021년 상반기 수수 금지 금품등 처리결과V00000000013934476공개2021-07-09 00:00:002022-03-17 10:36:01
1562372공공재정 부정청구등 신고센터N공공재정 부정청구등 신고 테스트입니다.V000000000128430공개2021-06-23 15:58:24<NA>

Duplicate rows

Most frequently occurring

게시판키게시판이름공지글여부제목컨텐츠성명 비식별화조회수공개여부등록일시수정일시# duplicates
3278기타 상담센터N답변드립니다.V000000000120110공개2021-09-27 00:00:00<NA>14
1278기타 상담센터N답변드립니다.V000000000120110공개2021-01-04 00:00:00<NA>6
0278기타 상담센터N답변드립니다V000000000120110공개2021-09-27 00:00:00<NA>2
2278기타 상담센터N답변드립니다.V000000000120110공개2021-03-04 00:00:00<NA>2
4278기타 상담센터N답변드립니다.V000000000125760공개2021-01-06 00:00:00<NA>2
5281R&D 상담센터N답변드립니다.V000000000120110공개2021-09-27 00:00:00<NA>2
6281R&D 상담센터N전문가 활용비 지급관련 문의에 대한 회신V000000000131140공개2021-08-30 00:00:00<NA>2
7318환경지식N2021 친환경제품 및 정책 국민 인지도 조사V000000000134500공개2021-11-24 00:00:002021-11-24 14:35:382
8334사회적가치 실현N2020 언택트 기증캠페인 및 물품 전달식(2020.11.23)V000000000110960공개2021-04-08 00:00:002021-04-08 13:59:042