Overview

Dataset statistics

Number of variables5
Number of observations54
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory43.4 B

Variable types

Text3
Categorical1
Numeric1

Dataset

Description2017년부터 진행된 한국해양수산연수원에서 타기관 및 지역사회에 기부한 내역(기부처, 기부금액, 기부사유) 정보를 의미하며, 기부날짜, 기부처, 기부금액, 기부사유등을 포함하고 있는 공공데이터
URLhttps://www.data.go.kr/data/15117007/fileData.do

Reproduction

Analysis started2023-12-12 02:12:10.012088
Analysis finished2023-12-12 02:12:10.713856
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기부일자
Text

Distinct52
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-12T11:12:10.947447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length10
Mean length10.888889
Min length10

Characters and Unicode

Total characters588
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

Unique50 ?
Unique (%)92.6%

Sample

1st row2019-01-24
2nd row2019-02-01
3rd row2019-03-07
4th row2019-03-11
5th row2019-03-18
ValueCountFrequency (%)
2019-04-16 2
 
3.4%
2019-09-16 2
 
3.4%
2019-01-24 1
 
1.7%
2022-06-11 1
 
1.7%
2021-07-09 1
 
1.7%
2021-09-01 1
 
1.7%
2021-09-09 1
 
1.7%
2021-09-14 1
 
1.7%
2021-09-16 1
 
1.7%
2021-09-24 1
 
1.7%
Other values (46) 46
79.3%
2023-12-12T11:12:11.437440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 143
24.3%
0 143
24.3%
- 116
19.7%
1 76
12.9%
9 31
 
5.3%
3 25
 
4.3%
6 13
 
2.2%
4 11
 
1.9%
5 8
 
1.4%
7 7
 
1.2%
Other values (3) 15
 
2.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 464
78.9%
Dash Punctuation 116
 
19.7%
Other Punctuation 4
 
0.7%
Space Separator 4
 
0.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 143
30.8%
0 143
30.8%
1 76
16.4%
9 31
 
6.7%
3 25
 
5.4%
6 13
 
2.8%
4 11
 
2.4%
5 8
 
1.7%
7 7
 
1.5%
8 7
 
1.5%
Dash Punctuation
ValueCountFrequency (%)
- 116
100.0%
Other Punctuation
ValueCountFrequency (%)
, 4
100.0%
Space Separator
ValueCountFrequency (%)
4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 588
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 143
24.3%
0 143
24.3%
- 116
19.7%
1 76
12.9%
9 31
 
5.3%
3 25
 
4.3%
6 13
 
2.2%
4 11
 
1.9%
5 8
 
1.4%
7 7
 
1.2%
Other values (3) 15
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 588
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 143
24.3%
0 143
24.3%
- 116
19.7%
1 76
12.9%
9 31
 
5.3%
3 25
 
4.3%
6 13
 
2.2%
4 11
 
1.9%
5 8
 
1.4%
7 7
 
1.2%
Other values (3) 15
 
2.6%

기부처
Text

Distinct36
Distinct (%)66.7%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-12T11:12:11.755066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length10.074074
Min length4

Characters and Unicode

Total characters544
Distinct characters107
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)53.7%

Sample

1st row부산 지체장애인단체 협의회
2nd row파랑새아이들집 등 3개 기관
3rd row영도 구룡축제추진위원회
4th row태종대다원
5th row소년한국일보
ValueCountFrequency (%)
외 10
 
9.2%
기관 9
 
8.3%
소년한국일보 7
 
6.4%
2개 7
 
6.4%
해양수산부 5
 
4.6%
상리종합사회복지관 5
 
4.6%
파랑새아이들집 3
 
2.8%
파랑새 3
 
2.8%
영도구 3
 
2.8%
아이들집 3
 
2.8%
Other values (47) 54
49.5%
2023-12-12T11:12:12.254427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
55
 
10.1%
관 20
 
3.7%
산 16
 
2.9%
회 15
 
2.8%
지 13
 
2.4%
양 13
 
2.4%
기 13
 
2.4%
국 13
 
2.4%
아 12
 
2.2%
원 11
 
2.0%
Other values (97) 363
66.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 466
85.7%
Space Separator 55
 
10.1%
Decimal Number 12
 
2.2%
Uppercase Letter 6
 
1.1%
Close Punctuation 2
 
0.4%
Open Punctuation 2
 
0.4%
Other Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
관 20
 
4.3%
산 16
 
3.4%
회 15
 
3.2%
지 13
 
2.8%
양 13
 
2.8%
기 13
 
2.8%
국 13
 
2.8%
아 12
 
2.6%
원 11
 
2.4%
사 11
 
2.4%
Other values (86) 329
70.6%
Decimal Number
ValueCountFrequency (%)
2 7
58.3%
1 2
 
16.7%
3 2
 
16.7%
4 1
 
8.3%
Uppercase Letter
ValueCountFrequency (%)
O 2
33.3%
M 2
33.3%
I 2
33.3%
Space Separator
ValueCountFrequency (%)
55
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 466
85.7%
Common 72
 
13.2%
Latin 6
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
관 20
 
4.3%
산 16
 
3.4%
회 15
 
3.2%
지 13
 
2.8%
양 13
 
2.8%
기 13
 
2.8%
국 13
 
2.8%
아 12
 
2.6%
원 11
 
2.4%
사 11
 
2.4%
Other values (86) 329
70.6%
Common
ValueCountFrequency (%)
55
76.4%
2 7
 
9.7%
) 2
 
2.8%
1 2
 
2.8%
( 2
 
2.8%
3 2
 
2.8%
, 1
 
1.4%
4 1
 
1.4%
Latin
ValueCountFrequency (%)
O 2
33.3%
M 2
33.3%
I 2
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 466
85.7%
ASCII 78
 
14.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
55
70.5%
2 7
 
9.0%
) 2
 
2.6%
1 2
 
2.6%
( 2
 
2.6%
3 2
 
2.6%
O 2
 
2.6%
M 2
 
2.6%
I 2
 
2.6%
, 1
 
1.3%
Hangul
ValueCountFrequency (%)
관 20
 
4.3%
산 16
 
3.4%
회 15
 
3.2%
지 13
 
2.8%
양 13
 
2.8%
기 13
 
2.8%
국 13
 
2.8%
아 12
 
2.6%
원 11
 
2.4%
사 11
 
2.4%
Other values (86) 329
70.6%

관계
Categorical

Distinct13
Distinct (%)24.1%
Missing0
Missing (%)0.0%
Memory size564.0 B
유관기관
19 
사회복지시설
9 
자매결연기관
8 
지역 사회복지시설
3 
관내 사회복지시설
3 
Other values (8)
12 

Length

Max length9
Median length8
Mean length6.0740741
Min length4

Unique

Unique5 ?
Unique (%)9.3%

Sample

1st row지역 사회복지시설
2nd row관내 사회복지시설
3rd row관내지역(지자체)
4th row지역 특산물업체
5th row자매결연기관

Common Values

ValueCountFrequency (%)
유관기관 19
35.2%
사회복지시설 9
16.7%
자매결연기관 8
14.8%
지역 사회복지시설 3
 
5.6%
관내 사회복지시설 3
 
5.6%
관내 사회복지기관 3
 
5.6%
지역 재래시장 2
 
3.7%
지역 사회적기업 2
 
3.7%
관내지역(지자체) 1
 
1.9%
지역 특산물업체 1
 
1.9%
Other values (3) 3
 
5.6%

Length

2023-12-12T11:12:12.454851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
유관기관 20
28.2%
사회복지시설 15
21.1%
지역 10
14.1%
자매결연기관 8
 
11.3%
관내 6
 
8.5%
사회복지기관 3
 
4.2%
재래시장 2
 
2.8%
사회적기업 2
 
2.8%
관내지역(지자체 1
 
1.4%
특산물업체 1
 
1.4%
Other values (3) 3
 
4.2%

기부금액(원)
Real number (ℝ)

Distinct29
Distinct (%)53.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1871673.7
Minimum100000
Maximum10000000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size618.0 B
2023-12-12T11:12:12.647245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum100000
5-th percentile100000
Q1350000
median1783285
Q33000000
95-th percentile4083355
Maximum10000000
Range9900000
Interquartile range (IQR)2650000

Descriptive statistics

Standard deviation1791352.1
Coefficient of variation (CV)0.9570857
Kurtosis6.8840828
Mean1871673.7
Median Absolute Deviation (MAD)1216715
Skewness1.9645106
Sum1.0107038 × 108
Variance3.2089425 × 1012
MonotonicityNot monotonic
2023-12-12T11:12:12.802398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
3000000 12
22.2%
150000 4
 
7.4%
100000 4
 
7.4%
600000 4
 
7.4%
1000000 3
 
5.6%
200000 2
 
3.7%
720000 2
 
3.7%
300000 2
 
3.7%
2000000 1
 
1.9%
1450000 1
 
1.9%
Other values (19) 19
35.2%
ValueCountFrequency (%)
100000 4
7.4%
150000 4
7.4%
170000 1
 
1.9%
200000 2
3.7%
250000 1
 
1.9%
300000 2
3.7%
500000 1
 
1.9%
600000 4
7.4%
720000 2
3.7%
1000000 3
5.6%
ValueCountFrequency (%)
10000000 1
 
1.9%
6000000 1
 
1.9%
4795300 1
 
1.9%
3700000 1
 
1.9%
3190000 1
 
1.9%
3150000 1
 
1.9%
3000000 12
22.2%
2800000 1
 
1.9%
2500000 1
 
1.9%
2400000 1
 
1.9%

기부사유
Text

Distinct43
Distinct (%)79.6%
Missing0
Missing (%)0.0%
Memory size564.0 B
2023-12-12T11:12:13.211858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length34
Median length25
Mean length18.611111
Min length9

Characters and Unicode

Total characters1005
Distinct characters162
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique35 ?
Unique (%)64.8%

Sample

1st row장애인합동결혼식 후원
2nd row설 명절맞이 사회공헌활동
3rd row제3회 영도 구룡축제 후원
4th row지역사회 동반성장을 위한 특산품 구입
5th row자매결연단체 후원금 지급
ValueCountFrequency (%)
후원 19
 
8.1%
맞이 7
 
3.0%
어린이신문 7
 
3.0%
사회공헌활동 6
 
2.6%
연화분교 6
 
2.6%
위한 6
 
2.6%
행사 5
 
2.1%
기부 5
 
2.1%
자매결연단체(원량초등학교 5
 
2.1%
설 5
 
2.1%
Other values (97) 164
69.8%
2023-12-12T11:12:13.770814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
185
 
18.4%
원 35
 
3.5%
회 24
 
2.4%
연 23
 
2.3%
후 23
 
2.3%
사 22
 
2.2%
이 21
 
2.1%
동 19
 
1.9%
지 15
 
1.5%
기 15
 
1.5%
Other values (152) 623
62.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 756
75.2%
Space Separator 185
 
18.4%
Decimal Number 39
 
3.9%
Uppercase Letter 9
 
0.9%
Close Punctuation 7
 
0.7%
Open Punctuation 7
 
0.7%
Other Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 35
 
4.6%
회 24
 
3.2%
연 23
 
3.0%
후 23
 
3.0%
사 22
 
2.9%
이 21
 
2.8%
동 19
 
2.5%
지 15
 
2.0%
기 15
 
2.0%
활 14
 
1.9%
Other values (136) 545
72.1%
Decimal Number
ValueCountFrequency (%)
2 12
30.8%
1 9
23.1%
0 6
15.4%
3 3
 
7.7%
9 3
 
7.7%
5 3
 
7.7%
8 1
 
2.6%
7 1
 
2.6%
4 1
 
2.6%
Uppercase Letter
ValueCountFrequency (%)
I 3
33.3%
M 3
33.3%
O 3
33.3%
Space Separator
ValueCountFrequency (%)
185
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Other Punctuation
ValueCountFrequency (%)
" 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 756
75.2%
Common 240
 
23.9%
Latin 9
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 35
 
4.6%
회 24
 
3.2%
연 23
 
3.0%
후 23
 
3.0%
사 22
 
2.9%
이 21
 
2.8%
동 19
 
2.5%
지 15
 
2.0%
기 15
 
2.0%
활 14
 
1.9%
Other values (136) 545
72.1%
Common
ValueCountFrequency (%)
185
77.1%
2 12
 
5.0%
1 9
 
3.8%
) 7
 
2.9%
( 7
 
2.9%
0 6
 
2.5%
3 3
 
1.2%
9 3
 
1.2%
5 3
 
1.2%
" 2
 
0.8%
Other values (3) 3
 
1.2%
Latin
ValueCountFrequency (%)
I 3
33.3%
M 3
33.3%
O 3
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 756
75.2%
ASCII 249
 
24.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
185
74.3%
2 12
 
4.8%
1 9
 
3.6%
) 7
 
2.8%
( 7
 
2.8%
0 6
 
2.4%
I 3
 
1.2%
M 3
 
1.2%
O 3
 
1.2%
3 3
 
1.2%
Other values (6) 11
 
4.4%
Hangul
ValueCountFrequency (%)
원 35
 
4.6%
회 24
 
3.2%
연 23
 
3.0%
후 23
 
3.0%
사 22
 
2.9%
이 21
 
2.8%
동 19
 
2.5%
지 15
 
2.0%
기 15
 
2.0%
활 14
 
1.9%
Other values (136) 545
72.1%

Interactions

2023-12-12T11:12:10.410568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T11:12:13.886013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기부일자기부처관계기부금액(원)기부사유
기부일자1.0000.0000.9440.7670.918
기부처0.0001.0000.9980.9570.994
관계0.9440.9981.0000.7510.994
기부금액(원)0.7670.9570.7511.0000.630
기부사유0.9180.9940.9940.6301.000
2023-12-12T11:12:13.988253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기부금액(원)관계
기부금액(원)1.0000.428
관계0.4281.000

Missing values

2023-12-12T11:12:10.546475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T11:12:10.668651image/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

기부일자기부처관계기부금액(원)기부사유
02019-01-24부산 지체장애인단체 협의회지역 사회복지시설1000000장애인합동결혼식 후원
12019-02-01파랑새아이들집 등 3개 기관관내 사회복지시설2320000설 명절맞이 사회공헌활동
22019-03-07영도 구룡축제추진위원회관내지역(지자체)1000000제3회 영도 구룡축제 후원
32019-03-11태종대다원지역 특산물업체170000지역사회 동반성장을 위한 특산품 구입
42019-03-18소년한국일보자매결연기관600000자매결연단체 후원금 지급
52019-03-19아멘 양로원지역 사회복지시설100000사회복지시설 후원
62019-04-08영도구 장애인복지관지역 사회복지시설500000장애인의 날 맞이 후원
72019-04-16자연재해(산불) 이재민 후원유관기관3700000강원 동해안 산불피해 이재민 성금 모급
82019-04-16한국해양산업총연합회 기부유관기관1000000바다사랑 한마음 걷기대회 운영 후원
92019-05-09상리종합사회복지관,파랑새 아이들집관내 사회복지시설12000005월 가정의 달 맞이 사회공헌활동
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