Overview

Dataset statistics

Number of variables6
Number of observations706
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory34.6 KiB
Average record size in memory50.2 B

Variable types

Numeric2
DateTime1
Text2
Categorical1

Dataset

Description한국동서발전의 기부활동 내역이며, 주요 항목으로 순번, 날짜, 수령인, 자매결연 여부, 기부금액 및 기부사유 데이터를 제공합니다.
URLhttps://www.data.go.kr/data/15119254/fileData.do

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 10:51:45.335926
Analysis finished2023-12-12 10:51:47.118876
Duration1.78 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct706
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean353.5
Minimum1
Maximum706
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.3 KiB
2023-12-12T19:51:47.247440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile36.25
Q1177.25
median353.5
Q3529.75
95-th percentile670.75
Maximum706
Range705
Interquartile range (IQR)352.5

Descriptive statistics

Standard deviation203.94893
Coefficient of variation (CV)0.57694181
Kurtosis-1.2
Mean353.5
Median Absolute Deviation (MAD)176.5
Skewness0
Sum249571
Variance41595.167
MonotonicityStrictly increasing
2023-12-12T19:51:47.543484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
531 1
 
0.1%
467 1
 
0.1%
468 1
 
0.1%
469 1
 
0.1%
470 1
 
0.1%
471 1
 
0.1%
472 1
 
0.1%
473 1
 
0.1%
474 1
 
0.1%
Other values (696) 696
98.6%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
706 1
0.1%
705 1
0.1%
704 1
0.1%
703 1
0.1%
702 1
0.1%
701 1
0.1%
700 1
0.1%
699 1
0.1%
698 1
0.1%
697 1
0.1%

날짜
Date

Distinct353
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
Minimum2020-01-15 00:00:00
Maximum2022-12-30 00:00:00
2023-12-12T19:51:47.876042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:51:48.161147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

수령인
Text

Distinct255
Distinct (%)36.1%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
2023-12-12T19:51:48.583755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length23
Mean length10.279037
Min length2

Characters and Unicode

Total characters7257
Distinct characters288
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique156 ?
Unique (%)22.1%

Sample

1st row사회복지공동모금회 울산광역시지회
2nd row음성여자중학교
3rd row사)기운차림봉사단
4th row굿네이버스 강원동남지부 강원남부아동보호전문기관
5th row음성고등학교
ValueCountFrequency (%)
사회복지법인 50
 
5.5%
사회복지공동모금회 49
 
5.4%
대한적십자사 39
 
4.3%
당진시복지재단 39
 
4.3%
재)당진시복지재단 27
 
3.0%
동해종합사회복지관 25
 
2.8%
음성군사회복지협의회 25
 
2.8%
당진시노인복지관 22
 
2.4%
월드비전 19
 
2.1%
울산광역시지회 18
 
2.0%
Other values (271) 589
65.3%
2023-12-12T19:51:49.277936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
지 527
 
7.3%
회 447
 
6.2%
복 385
 
5.3%
사 376
 
5.2%
시 213
 
2.9%
동 202
 
2.8%
196
 
2.7%
인 182
 
2.5%
재 142
 
2.0%
단 141
 
1.9%
Other values (278) 4446
61.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6812
93.9%
Space Separator 196
 
2.7%
Close Punctuation 91
 
1.3%
Open Punctuation 79
 
1.1%
Lowercase Letter 48
 
0.7%
Uppercase Letter 22
 
0.3%
Other Punctuation 5
 
0.1%
Decimal Number 4
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 527
 
7.7%
회 447
 
6.6%
복 385
 
5.7%
사 376
 
5.5%
시 213
 
3.1%
동 202
 
3.0%
인 182
 
2.7%
재 142
 
2.1%
단 141
 
2.1%
관 140
 
2.1%
Other values (251) 4057
59.6%
Lowercase Letter
ValueCountFrequency (%)
a 8
16.7%
n 6
12.5%
t 5
10.4%
i 4
8.3%
r 4
8.3%
u 4
8.3%
g 4
8.3%
s 3
 
6.2%
k 2
 
4.2%
b 2
 
4.2%
Other values (3) 6
12.5%
Uppercase Letter
ValueCountFrequency (%)
M 6
27.3%
U 5
22.7%
L 5
22.7%
E 2
 
9.1%
W 1
 
4.5%
Y 1
 
4.5%
C 1
 
4.5%
A 1
 
4.5%
Decimal Number
ValueCountFrequency (%)
2 3
75.0%
9 1
 
25.0%
Space Separator
ValueCountFrequency (%)
196
100.0%
Close Punctuation
ValueCountFrequency (%)
) 91
100.0%
Open Punctuation
ValueCountFrequency (%)
( 79
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6812
93.9%
Common 375
 
5.2%
Latin 70
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 527
 
7.7%
회 447
 
6.6%
복 385
 
5.7%
사 376
 
5.5%
시 213
 
3.1%
동 202
 
3.0%
인 182
 
2.7%
재 142
 
2.1%
단 141
 
2.1%
관 140
 
2.1%
Other values (251) 4057
59.6%
Latin
ValueCountFrequency (%)
a 8
11.4%
M 6
 
8.6%
n 6
 
8.6%
U 5
 
7.1%
t 5
 
7.1%
L 5
 
7.1%
i 4
 
5.7%
r 4
 
5.7%
u 4
 
5.7%
g 4
 
5.7%
Other values (11) 19
27.1%
Common
ValueCountFrequency (%)
196
52.3%
) 91
24.3%
( 79
21.1%
, 5
 
1.3%
2 3
 
0.8%
9 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6812
93.9%
ASCII 445
 
6.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
지 527
 
7.7%
회 447
 
6.6%
복 385
 
5.7%
사 376
 
5.5%
시 213
 
3.1%
동 202
 
3.0%
인 182
 
2.7%
재 142
 
2.1%
단 141
 
2.1%
관 140
 
2.1%
Other values (251) 4057
59.6%
ASCII
ValueCountFrequency (%)
196
44.0%
) 91
20.4%
( 79
17.8%
a 8
 
1.8%
M 6
 
1.3%
n 6
 
1.3%
U 5
 
1.1%
t 5
 
1.1%
L 5
 
1.1%
, 5
 
1.1%
Other values (17) 39
 
8.8%

자매결연
Categorical

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
비대상
616 
대상
90 

Length

Max length3
Median length3
Mean length2.8725212
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
비대상 616
87.3%
대상 90
 
12.7%

Length

2023-12-12T19:51:49.517704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:51:49.710187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
비대상 616
87.3%
대상 90
 
12.7%

기부금액(원)
Real number (ℝ)

Distinct252
Distinct (%)35.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7964258.4
Minimum100000
Maximum3 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.3 KiB
2023-12-12T19:51:49.940307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum100000
5-th percentile300000
Q1900000
median2100000
Q35000000
95-th percentile30000000
Maximum3 × 108
Range2.999 × 108
Interquartile range (IQR)4100000

Descriptive statistics

Standard deviation22682769
Coefficient of variation (CV)2.8480705
Kurtosis62.333275
Mean7964258.4
Median Absolute Deviation (MAD)1582000
Skewness6.8883429
Sum5.6227665 × 109
Variance5.1450802 × 1014
MonotonicityNot monotonic
2023-12-12T19:51:50.212610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1000000 55
 
7.8%
3000000 47
 
6.7%
5000000 42
 
5.9%
2000000 36
 
5.1%
500000 36
 
5.1%
10000000 26
 
3.7%
900000 25
 
3.5%
600000 22
 
3.1%
300000 21
 
3.0%
2500000 20
 
2.8%
Other values (242) 376
53.3%
ValueCountFrequency (%)
100000 7
 
1.0%
150000 5
 
0.7%
178200 1
 
0.1%
200000 5
 
0.7%
215000 1
 
0.1%
250000 1
 
0.1%
300000 21
3.0%
313400 1
 
0.1%
316000 1
 
0.1%
342400 1
 
0.1%
ValueCountFrequency (%)
300000000 1
 
0.1%
229219700 1
 
0.1%
176844484 1
 
0.1%
150000000 1
 
0.1%
114237000 1
 
0.1%
111222000 1
 
0.1%
100000000 12
1.7%
99666000 1
 
0.1%
50000000 5
0.7%
44400000 1
 
0.1%

기부사유
Text

Distinct609
Distinct (%)86.3%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
2023-12-12T19:51:50.767074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length32
Mean length19.81728
Min length6

Characters and Unicode

Total characters13991
Distinct characters485
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique566 ?
Unique (%)80.2%

Sample

1st row법인카드 포인트 활용 사회공헌활동(온누리상품권) [현물]
2nd row음성여중 자전거부 유니폼 지원 [현물]
3rd row연말연시 희망물품후원(기운차림) [현물]
4th row따뜻한 겨울나기 후원(아동보호전문기관)
5th row음성고 자전거부 유니폼 지원 [현물]
ValueCountFrequency (%)
현물 244
 
8.2%
후원 159
 
5.4%
지원 157
 
5.3%
맞이 38
 
1.3%
취약계층 36
 
1.2%
물품 33
 
1.1%
전달 32
 
1.1%
사랑의 32
 
1.1%
나눔 29
 
1.0%
자매결연 26
 
0.9%
Other values (1055) 2177
73.5%
2023-12-12T19:51:51.690646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2289
 
16.4%
지 504
 
3.6%
원 489
 
3.5%
물 376
 
2.7%
현 255
 
1.8%
] 254
 
1.8%
[ 254
 
1.8%
사 237
 
1.7%
후 236
 
1.7%
기 233
 
1.7%
Other values (475) 8864
63.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10305
73.7%
Space Separator 2289
 
16.4%
Decimal Number 431
 
3.1%
Open Punctuation 373
 
2.7%
Close Punctuation 369
 
2.6%
Uppercase Letter 102
 
0.7%
Other Punctuation 45
 
0.3%
Lowercase Letter 44
 
0.3%
Dash Punctuation 24
 
0.2%
Connector Punctuation 9
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 504
 
4.9%
원 489
 
4.7%
물 376
 
3.6%
현 255
 
2.5%
사 237
 
2.3%
후 236
 
2.3%
기 233
 
2.3%
동 165
 
1.6%
나 152
 
1.5%
이 149
 
1.4%
Other values (416) 7509
72.9%
Uppercase Letter
ValueCountFrequency (%)
E 19
18.6%
W 11
10.8%
P 10
9.8%
G 9
8.8%
I 7
 
6.9%
D 7
 
6.9%
S 7
 
6.9%
L 6
 
5.9%
K 5
 
4.9%
U 4
 
3.9%
Other values (9) 17
16.7%
Lowercase Letter
ValueCountFrequency (%)
a 7
15.9%
l 6
13.6%
o 5
11.4%
r 5
11.4%
t 5
11.4%
e 4
9.1%
b 3
6.8%
f 2
 
4.5%
s 1
 
2.3%
y 1
 
2.3%
Other values (5) 5
11.4%
Decimal Number
ValueCountFrequency (%)
1 135
31.3%
2 104
24.1%
0 80
18.6%
9 34
 
7.9%
4 24
 
5.6%
3 19
 
4.4%
5 12
 
2.8%
6 9
 
2.1%
7 8
 
1.9%
8 6
 
1.4%
Other Punctuation
ValueCountFrequency (%)
, 22
48.9%
. 14
31.1%
' 6
 
13.3%
/ 1
 
2.2%
& 1
 
2.2%
· 1
 
2.2%
Close Punctuation
ValueCountFrequency (%)
] 254
68.8%
) 114
30.9%
」 1
 
0.3%
Open Punctuation
ValueCountFrequency (%)
[ 254
68.1%
( 118
31.6%
「 1
 
0.3%
Space Separator
ValueCountFrequency (%)
2289
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 24
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10304
73.6%
Common 3540
 
25.3%
Latin 146
 
1.0%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 504
 
4.9%
원 489
 
4.7%
물 376
 
3.6%
현 255
 
2.5%
사 237
 
2.3%
후 236
 
2.3%
기 233
 
2.3%
동 165
 
1.6%
나 152
 
1.5%
이 149
 
1.4%
Other values (415) 7508
72.9%
Latin
ValueCountFrequency (%)
E 19
 
13.0%
W 11
 
7.5%
P 10
 
6.8%
G 9
 
6.2%
I 7
 
4.8%
D 7
 
4.8%
a 7
 
4.8%
S 7
 
4.8%
L 6
 
4.1%
l 6
 
4.1%
Other values (24) 57
39.0%
Common
ValueCountFrequency (%)
2289
64.7%
] 254
 
7.2%
[ 254
 
7.2%
1 135
 
3.8%
( 118
 
3.3%
) 114
 
3.2%
2 104
 
2.9%
0 80
 
2.3%
9 34
 
1.0%
- 24
 
0.7%
Other values (15) 134
 
3.8%
Han
ValueCountFrequency (%)
溫 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10304
73.6%
ASCII 3683
 
26.3%
None 3
 
< 0.1%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2289
62.2%
] 254
 
6.9%
[ 254
 
6.9%
1 135
 
3.7%
( 118
 
3.2%
) 114
 
3.1%
2 104
 
2.8%
0 80
 
2.2%
9 34
 
0.9%
- 24
 
0.7%
Other values (46) 277
 
7.5%
Hangul
ValueCountFrequency (%)
지 504
 
4.9%
원 489
 
4.7%
물 376
 
3.6%
현 255
 
2.5%
사 237
 
2.3%
후 236
 
2.3%
기 233
 
2.3%
동 165
 
1.6%
나 152
 
1.5%
이 149
 
1.4%
Other values (415) 7508
72.9%
None
ValueCountFrequency (%)
」 1
33.3%
「 1
33.3%
· 1
33.3%
CJK
ValueCountFrequency (%)
溫 1
100.0%

Interactions

2023-12-12T19:51:46.391175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:51:46.026236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:51:46.587065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:51:46.189256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:51:51.893423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번자매결연기부금액(원)
순번1.0000.0830.000
자매결연0.0831.0000.000
기부금액(원)0.0000.0001.000
2023-12-12T19:51:52.053751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번기부금액(원)자매결연
순번1.000-0.1700.063
기부금액(원)-0.1701.0000.000
자매결연0.0630.0001.000

Missing values

2023-12-12T19:51:46.829981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:51:47.043390image/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

순번날짜수령인자매결연기부금액(원)기부사유
012022-12-30사회복지공동모금회 울산광역시지회비대상31000000법인카드 포인트 활용 사회공헌활동(온누리상품권) [현물]
122022-12-30음성여자중학교비대상3500000음성여중 자전거부 유니폼 지원 [현물]
232022-12-30사)기운차림봉사단비대상1000000연말연시 희망물품후원(기운차림) [현물]
342022-12-30굿네이버스 강원동남지부 강원남부아동보호전문기관비대상1130000따뜻한 겨울나기 후원(아동보호전문기관)
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