Overview

Dataset statistics

Number of variables5
Number of observations3000
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory126.1 KiB
Average record size in memory43.0 B

Variable types

Numeric3
Text1
DateTime1

Dataset

Description한국산림복지진흥원 정보시스템(산림복지전문업지원시스템) 게시물 정보입니다.게시물명과 등록일, 게시물 조회수 등으로 구성됩니다.
Author한국산림복지진흥원
URLhttps://www.data.go.kr/data/15118304/fileData.do

Alerts

조회수 is highly skewed (γ1 = 21.01244643)Skewed
게시판일련번호 has unique valuesUnique

Reproduction

Analysis started2024-05-04 08:14:52.184409
Analysis finished2024-05-04 08:14:57.908514
Duration5.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

게시판일련번호
Real number (ℝ)

UNIQUE 

Distinct3000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0210348 × 1010
Minimum2.0180105 × 1010
Maximum2.0240413 × 1010
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size26.5 KiB
2024-05-04T08:14:58.183269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.0180105 × 1010
5-th percentile2.0180205 × 1010
Q12.0190605 × 1010
median2.0210209 × 1010
Q32.0230118 × 1010
95-th percentile2.0240214 × 1010
Maximum2.0240413 × 1010
Range60308001
Interquartile range (IQR)39513250

Descriptive statistics

Standard deviation19087605
Coefficient of variation (CV)0.00094444713
Kurtosis-1.1589557
Mean2.0210348 × 1010
Median Absolute Deviation (MAD)19895999
Skewness-0.016268658
Sum6.0631044 × 1013
Variance3.6433666 × 1014
MonotonicityNot monotonic
2024-05-04T08:14:58.678312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20180115011 1
 
< 0.1%
20220316005 1
 
< 0.1%
20200325003 1
 
< 0.1%
20200416001 1
 
< 0.1%
20210119007 1
 
< 0.1%
20210125008 1
 
< 0.1%
20210125009 1
 
< 0.1%
20210125010 1
 
< 0.1%
20220217011 1
 
< 0.1%
20220303009 1
 
< 0.1%
Other values (2990) 2990
99.7%
ValueCountFrequency (%)
20180105001 1
< 0.1%
20180108002 1
< 0.1%
20180108003 1
< 0.1%
20180108004 1
< 0.1%
20180108005 1
< 0.1%
20180108006 1
< 0.1%
20180109001 1
< 0.1%
20180109002 1
< 0.1%
20180110002 1
< 0.1%
20180111001 1
< 0.1%
ValueCountFrequency (%)
20240413002 1
< 0.1%
20240413001 1
< 0.1%
20240409003 1
< 0.1%
20240409002 1
< 0.1%
20240409001 1
< 0.1%
20240408002 1
< 0.1%
20240408001 1
< 0.1%
20240405002 1
< 0.1%
20240405001 1
< 0.1%
20240403001 1
< 0.1%

게시판구분코드
Real number (ℝ)

Distinct6
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3063333
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size26.5 KiB
2024-05-04T08:14:59.114811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile5
Maximum7
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1628746
Coefficient of variation (CV)0.50420925
Kurtosis7.8581737
Mean2.3063333
Median Absolute Deviation (MAD)0
Skewness2.8742092
Sum6919
Variance1.3522773
MonotonicityNot monotonic
2024-05-04T08:14:59.567780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2 2499
83.3%
5 169
 
5.6%
1 168
 
5.6%
7 103
 
3.4%
3 57
 
1.9%
4 4
 
0.1%
ValueCountFrequency (%)
1 168
 
5.6%
2 2499
83.3%
3 57
 
1.9%
4 4
 
0.1%
5 169
 
5.6%
7 103
 
3.4%
ValueCountFrequency (%)
7 103
 
3.4%
5 169
 
5.6%
4 4
 
0.1%
3 57
 
1.9%
2 2499
83.3%
1 168
 
5.6%

제목
Text

Distinct2909
Distinct (%)97.0%
Missing0
Missing (%)0.0%
Memory size23.6 KiB
2024-05-04T08:15:00.229926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length80
Median length59
Mean length32.895
Min length7

Characters and Unicode

Total characters98685
Distinct characters519
Distinct categories13 ?
Distinct scripts3 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2843 ?
Unique (%)94.8%

Sample

1st row2018년 유아숲교육 위탁운영 사업자 모집 공고
2nd row2018년 양평 유아숲체험원 민간위탁 운영 사업자 재공모
3rd row2018년 인천수목원 숲해설 위탁운영 사업자 모집 공고
4th row2018년 제천시 숲해설 위탁운영 사업자 모집 공고
5th row2018년 동래구 숲해설 위탁운영 사업자 모집 공고
ValueCountFrequency (%)
모집 1572
 
8.0%
사업자 1364
 
6.9%
공고 1313
 
6.6%
운영 705
 
3.6%
숲해설 664
 
3.4%
위탁운영 628
 
3.2%
모집공고 432
 
2.2%
2020년 418
 
2.1%
2022년 415
 
2.1%
재공고 391
 
2.0%
Other values (2206) 11869
60.0%
2024-05-04T08:15:01.625129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
17081
 
17.3%
2 5300
 
5.4%
0 3208
 
3.3%
업 3042
 
3.1%
사 3021
 
3.1%
숲 2782
 
2.8%
공 2770
 
2.8%
년 2679
 
2.7%
영 2510
 
2.5%
고 2508
 
2.5%
Other values (509) 53784
54.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 66379
67.3%
Space Separator 17081
 
17.3%
Decimal Number 11262
 
11.4%
Close Punctuation 1572
 
1.6%
Open Punctuation 1568
 
1.6%
Other Punctuation 583
 
0.6%
Math Symbol 63
 
0.1%
Lowercase Letter 46
 
< 0.1%
Uppercase Letter 44
 
< 0.1%
Connector Punctuation 41
 
< 0.1%
Other values (3) 46
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
업 3042
 
4.6%
사 3021
 
4.6%
숲 2782
 
4.2%
공 2770
 
4.2%
년 2679
 
4.0%
영 2510
 
3.8%
고 2508
 
3.8%
운 2437
 
3.7%
모 2281
 
3.4%
집 2140
 
3.2%
Other values (444) 40209
60.6%
Uppercase Letter
ValueCountFrequency (%)
A 9
20.5%
C 9
20.5%
B 5
11.4%
D 5
11.4%
E 5
11.4%
L 3
 
6.8%
U 2
 
4.5%
S 1
 
2.3%
W 1
 
2.3%
H 1
 
2.3%
Other values (3) 3
 
6.8%
Other Punctuation
ValueCountFrequency (%)
, 230
39.5%
. 165
28.3%
· 76
 
13.0%
' 27
 
4.6%
& 22
 
3.8%
; 19
 
3.3%
/ 17
 
2.9%
! 11
 
1.9%
" 6
 
1.0%
? 6
 
1.0%
Other values (2) 4
 
0.7%
Decimal Number
ValueCountFrequency (%)
2 5300
47.1%
0 3208
28.5%
1 1195
 
10.6%
3 418
 
3.7%
9 378
 
3.4%
4 368
 
3.3%
8 355
 
3.2%
5 16
 
0.1%
7 14
 
0.1%
6 10
 
0.1%
Lowercase Letter
ValueCountFrequency (%)
t 20
43.5%
l 10
21.7%
g 9
19.6%
a 2
 
4.3%
r 1
 
2.2%
e 1
 
2.2%
p 1
 
2.2%
i 1
 
2.2%
b 1
 
2.2%
Close Punctuation
ValueCountFrequency (%)
) 1402
89.2%
] 132
 
8.4%
」 34
 
2.2%
』 3
 
0.2%
〕 1
 
0.1%
Open Punctuation
ValueCountFrequency (%)
( 1401
89.3%
[ 131
 
8.4%
「 32
 
2.0%
『 3
 
0.2%
〔 1
 
0.1%
Math Symbol
ValueCountFrequency (%)
~ 56
88.9%
+ 2
 
3.2%
< 2
 
3.2%
> 2
 
3.2%
⇔ 1
 
1.6%
Modifier Symbol
ValueCountFrequency (%)
^ 2
50.0%
˙ 2
50.0%
Space Separator
ValueCountFrequency (%)
17081
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 41
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 40
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 66381
67.3%
Common 32214
32.6%
Latin 90
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
업 3042
 
4.6%
사 3021
 
4.6%
숲 2782
 
4.2%
공 2770
 
4.2%
년 2679
 
4.0%
영 2510
 
3.8%
고 2508
 
3.8%
운 2437
 
3.7%
모 2281
 
3.4%
집 2140
 
3.2%
Other values (445) 40211
60.6%
Common
ValueCountFrequency (%)
17081
53.0%
2 5300
 
16.5%
0 3208
 
10.0%
) 1402
 
4.4%
( 1401
 
4.3%
1 1195
 
3.7%
3 418
 
1.3%
9 378
 
1.2%
4 368
 
1.1%
8 355
 
1.1%
Other values (32) 1108
 
3.4%
Latin
ValueCountFrequency (%)
t 20
22.2%
l 10
11.1%
A 9
10.0%
C 9
10.0%
g 9
10.0%
B 5
 
5.6%
D 5
 
5.6%
E 5
 
5.6%
L 3
 
3.3%
a 2
 
2.2%
Other values (12) 13
14.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 66377
67.3%
ASCII 32151
32.6%
None 152
 
0.2%
Modifier Letters 2
 
< 0.1%
Compat Jamo 2
 
< 0.1%
Arrows 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
17081
53.1%
2 5300
 
16.5%
0 3208
 
10.0%
) 1402
 
4.4%
( 1401
 
4.4%
1 1195
 
3.7%
3 418
 
1.3%
9 378
 
1.2%
4 368
 
1.1%
8 355
 
1.1%
Other values (45) 1045
 
3.3%
Hangul
ValueCountFrequency (%)
업 3042
 
4.6%
사 3021
 
4.6%
숲 2782
 
4.2%
공 2770
 
4.2%
년 2679
 
4.0%
영 2510
 
3.8%
고 2508
 
3.8%
운 2437
 
3.7%
모 2281
 
3.4%
집 2140
 
3.2%
Other values (443) 40207
60.6%
None
ValueCountFrequency (%)
· 76
50.0%
」 34
22.4%
「 32
21.1%
』 3
 
2.0%
『 3
 
2.0%
㈜ 2
 
1.3%
〕 1
 
0.7%
〔 1
 
0.7%
Modifier Letters
ValueCountFrequency (%)
˙ 2
100.0%
Compat Jamo
ValueCountFrequency (%)
ㆍ 2
100.0%
Arrows
ValueCountFrequency (%)
⇔ 1
100.0%

등록일
Date

Distinct732
Distinct (%)24.4%
Missing0
Missing (%)0.0%
Memory size23.6 KiB
Minimum2018-01-05 00:00:00
Maximum2024-04-13 00:00:00
2024-05-04T08:15:02.105362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:15:02.795414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

조회수
Real number (ℝ)

SKEWED 

Distinct460
Distinct (%)15.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean181.53467
Minimum1
Maximum30970
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size26.5 KiB
2024-05-04T08:15:03.259202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile17
Q141
median70
Q3129
95-th percentile369.05
Maximum30970
Range30969
Interquartile range (IQR)88

Descriptive statistics

Standard deviation1209.2648
Coefficient of variation (CV)6.6613434
Kurtosis475.58818
Mean181.53467
Median Absolute Deviation (MAD)35
Skewness21.012446
Sum544604
Variance1462321.2
MonotonicityNot monotonic
2024-05-04T08:15:03.745432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
44 40
 
1.3%
32 38
 
1.3%
39 36
 
1.2%
41 36
 
1.2%
37 35
 
1.2%
34 33
 
1.1%
42 33
 
1.1%
35 32
 
1.1%
51 32
 
1.1%
58 32
 
1.1%
Other values (450) 2653
88.4%
ValueCountFrequency (%)
1 1
 
< 0.1%
3 5
0.2%
4 3
 
0.1%
5 6
0.2%
6 8
0.3%
7 11
0.4%
8 4
 
0.1%
9 12
0.4%
10 8
0.3%
11 10
0.3%
ValueCountFrequency (%)
30970 1
< 0.1%
30891 1
< 0.1%
26507 1
< 0.1%
26017 1
< 0.1%
23340 1
< 0.1%
14079 1
< 0.1%
11956 1
< 0.1%
6176 1
< 0.1%
5923 1
< 0.1%
5725 1
< 0.1%

Interactions

2024-05-04T08:14:55.931970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:53.462812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:54.699067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:56.344443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:53.874659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:55.126446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:56.759368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:54.308180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-04T08:14:55.517539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-05-04T08:15:04.187778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시판일련번호게시판구분코드조회수
게시판일련번호1.0000.3760.062
게시판구분코드0.3761.0000.197
조회수0.0620.1971.000
2024-05-04T08:15:04.535973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시판일련번호게시판구분코드조회수
게시판일련번호1.0000.018-0.159
게시판구분코드0.0181.000-0.061
조회수-0.159-0.0611.000

Missing values

2024-05-04T08:14:57.305426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-04T08:14:57.735013image/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

게시판일련번호게시판구분코드제목등록일조회수
02018011501122018년 유아숲교육 위탁운영 사업자 모집 공고2018-01-1567
12018011600222018년 양평 유아숲체험원 민간위탁 운영 사업자 재공모2018-01-16109
22018012200122018년 인천수목원 숲해설 위탁운영 사업자 모집 공고2018-01-2255
32018012201122018년 제천시 숲해설 위탁운영 사업자 모집 공고2018-01-2254
42018012201322018년 동래구 숲해설 위탁운영 사업자 모집 공고2018-01-2271
52018013100122018년 산림교육(숲해설업) 위탁사업 사업자 모집 공고2018-01-3137
62018013100622018년 산림교육 운영사업(유아숲교육업) 사업자 공모2018-01-3169
72018013100722018년 제주절물자연휴양림 숲해설 민간위탁 사업자 모집공고2018-01-3190
82018013101222018년 서귀포시 숲해설 위탁운영 사업자 모집 공고2018-01-3150
92018013101322018년 국립자연휴양림 동부지역팀 산림교육(숲해설) 위탁 운영사업 사업자 공고2018-01-3186
게시판일련번호게시판구분코드제목등록일조회수
29902024031200152024년 양천구 에코스페이스 연의 숲해설사(생태해설사 외 자격 가능)모집 공고안2024-03-12124
29912024031800222024년 유아숲교육 운영사업자 모집 재공고(옥성천생산새마을)2024-03-1821
2992202403270015북한산 체험형 숲속쉼터 산림치유지도사 채용공고2024-03-27165
29932024040300122024년도 연수구 유아숲교육체험원 위탁운영 사업자 모집 공고2024-04-0344
29942024040800122024년 정남진 편백숲 우드랜드 유아숲교육 위탁운영 재입찰 공고2024-04-085
29952024021501022024년 산림교육 운영 사업(유아숲교육) 모집 공고2024-02-1520
29962024021700222024년 양평군 숲해설 위탁 운영 용역 모집공고2024-02-1718
29972024021900222024년 서울대 수원수목원 운영 용역 사업자 모집2024-02-1959
29982024022300322024년 유아숲교육(금오산) 운영사업 사업자 모집 재공고2024-02-2336
2999202404090022[울산 북구] 2024년 숲해설 산림복지사업 사업자 모집 공고2024-04-0919