Overview

Dataset statistics

Number of variables8
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory69.6 B

Variable types

Text3
Categorical4
Numeric1

Dataset

Description샘플 데이터
Author한양대
URLhttps://www.bigdata-region.kr/#/dataset/3eb989a8-1e25-4a7d-ad9f-d0becd8cd6db

Alerts

덧글생성일자 has constant value ""Constant
영상경로명 has constant value ""Constant
수집일자 has constant value ""Constant
덧글수정일자 is highly imbalanced (63.8%)Imbalance
이용자덧글ID has unique valuesUnique
덧글설명 has unique valuesUnique
덧글작성자명 has unique valuesUnique
덧글좋아요수 has 9 (31.0%) zerosZeros

Reproduction

Analysis started2023-12-10 14:16:11.137425
Analysis finished2023-12-10 14:16:12.406336
Duration1.27 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

이용자덧글ID
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T23:16:12.688000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length26
Mean length26
Min length26

Characters and Unicode

Total characters754
Distinct characters64
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st rowUgzoH5w_CU4sjjQBnEh4AaABAg
2nd rowUgzoN7k4VJ6qO506bc94AaABAg
3rd rowUgyitMsIWMnP8CdV6G14AaABAg
4th rowUgxfFrN-iLNrXq4teM94AaABAg
5th rowUgzX4SiYfLIMW1_CGnp4AaABAg
ValueCountFrequency (%)
ugzoh5w_cu4sjjqbneh4aaabag 1
 
3.4%
ugxywedgzctwocyikpn4aaabag 1
 
3.4%
ugz35wqtwp2cixdbwgv4aaabag 1
 
3.4%
ugyloo_aekrlc6x_by14aaabag 1
 
3.4%
ugzgzgi6qm2wxr2xchp4aaabag 1
 
3.4%
ugyletv5sbbddpx0jgt4aaabag 1
 
3.4%
ugzuhs_kqeidw7hmdnl4aaabag 1
 
3.4%
ugy7ctskvgzwjo5jeun4aaabag 1
 
3.4%
ugyqn9vp150bc6fz-n14aaabag 1
 
3.4%
ugzxeberehhpvtv6qhd4aaabag 1
 
3.4%
Other values (19) 19
65.5%
2023-12-10T23:16:13.298884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
A 90
 
11.9%
g 64
 
8.5%
B 38
 
5.0%
4 34
 
4.5%
U 33
 
4.4%
a 33
 
4.4%
y 19
 
2.5%
w 17
 
2.3%
1 13
 
1.7%
z 13
 
1.7%
Other values (54) 400
53.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter 324
43.0%
Lowercase Letter 314
41.6%
Decimal Number 101
 
13.4%
Connector Punctuation 11
 
1.5%
Dash Punctuation 4
 
0.5%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A 90
27.8%
B 38
 
11.7%
U 33
 
10.2%
N 12
 
3.7%
W 9
 
2.8%
F 9
 
2.8%
J 9
 
2.8%
I 8
 
2.5%
R 8
 
2.5%
D 8
 
2.5%
Other values (16) 100
30.9%
Lowercase Letter
ValueCountFrequency (%)
g 64
20.4%
a 33
 
10.5%
y 19
 
6.1%
w 17
 
5.4%
z 13
 
4.1%
x 12
 
3.8%
t 11
 
3.5%
h 11
 
3.5%
b 11
 
3.5%
e 10
 
3.2%
Other values (16) 113
36.0%
Decimal Number
ValueCountFrequency (%)
4 34
33.7%
1 13
 
12.9%
6 12
 
11.9%
5 12
 
11.9%
9 9
 
8.9%
0 7
 
6.9%
7 6
 
5.9%
2 4
 
4.0%
8 2
 
2.0%
3 2
 
2.0%
Connector Punctuation
ValueCountFrequency (%)
_ 11
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 638
84.6%
Common 116
 
15.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
A 90
 
14.1%
g 64
 
10.0%
B 38
 
6.0%
U 33
 
5.2%
a 33
 
5.2%
y 19
 
3.0%
w 17
 
2.7%
z 13
 
2.0%
x 12
 
1.9%
N 12
 
1.9%
Other values (42) 307
48.1%
Common
ValueCountFrequency (%)
4 34
29.3%
1 13
 
11.2%
6 12
 
10.3%
5 12
 
10.3%
_ 11
 
9.5%
9 9
 
7.8%
0 7
 
6.0%
7 6
 
5.2%
2 4
 
3.4%
- 4
 
3.4%
Other values (2) 4
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 754
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A 90
 
11.9%
g 64
 
8.5%
B 38
 
5.0%
4 34
 
4.5%
U 33
 
4.4%
a 33
 
4.4%
y 19
 
2.5%
w 17
 
2.3%
1 13
 
1.7%
z 13
 
1.7%
Other values (54) 400
53.1%

덧글설명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T23:16:13.809425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length154
Median length48
Mean length49.448276
Min length15

Characters and Unicode

Total characters1434
Distinct characters304
Distinct categories9 ?
Distinct scripts2 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st row구소담ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ초등학교 동창ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ
2nd row15:54 우리반에 있는 소담이가 토요일에 수봉공원에 같이 가자고 나에게 말했다. -태훈의 일기장 중
3rd rowㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅌ아 파마자 ㅇ갈아잊기 너무 웃기네 ㅋㅋㅌㅌㅌㅌㅌㅌㅋ미치겠다 ㅋㅋㅌㅌㅌㅌㅌㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅌㅌㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ
4th row웃소 꿀잼 인정 하면 ↓ ↓
5th row눈이 안 오는 이유 1.아마존 불탔음 2.캘리포니아 불탔음 3.호주 불타고 있음 을마나 지구가 망가졌을까ㅏ..?
ValueCountFrequency (%)
너무 4
 
1.5%
손가락 2
 
0.8%
2
 
0.8%
2
 
0.8%
오는 2
 
0.8%
이유 2
 
0.8%
웃소는 2
 
0.8%
2
 
0.8%
ㅋㅋㅋㅋㅋㅋ 2
 
0.8%
음식 2
 
0.8%
Other values (228) 238
91.5%
2023-12-10T23:16:14.501307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
271
 
18.9%
212
 
14.8%
. 42
 
2.9%
31
 
2.2%
30
 
2.1%
19
 
1.3%
18
 
1.3%
16
 
1.1%
16
 
1.1%
1 15
 
1.0%
Other values (294) 764
53.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1042
72.7%
Space Separator 271
 
18.9%
Other Punctuation 65
 
4.5%
Decimal Number 48
 
3.3%
Math Symbol 3
 
0.2%
Other Symbol 2
 
0.1%
Dash Punctuation 1
 
0.1%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
212
 
20.3%
31
 
3.0%
30
 
2.9%
19
 
1.8%
18
 
1.7%
16
 
1.5%
16
 
1.5%
15
 
1.4%
14
 
1.3%
13
 
1.2%
Other values (269) 658
63.1%
Decimal Number
ValueCountFrequency (%)
1 15
31.2%
2 6
 
12.5%
4 6
 
12.5%
5 6
 
12.5%
3 5
 
10.4%
0 4
 
8.3%
7 2
 
4.2%
6 2
 
4.2%
8 1
 
2.1%
9 1
 
2.1%
Other Punctuation
ValueCountFrequency (%)
. 42
64.6%
: 7
 
10.8%
? 5
 
7.7%
; 4
 
6.2%
! 3
 
4.6%
* 2
 
3.1%
' 1
 
1.5%
\ 1
 
1.5%
Math Symbol
ValueCountFrequency (%)
2
66.7%
+ 1
33.3%
Space Separator
ValueCountFrequency (%)
271
100.0%
Other Symbol
ValueCountFrequency (%)
2
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1042
72.7%
Common 392
 
27.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
212
 
20.3%
31
 
3.0%
30
 
2.9%
19
 
1.8%
18
 
1.7%
16
 
1.5%
16
 
1.5%
15
 
1.4%
14
 
1.3%
13
 
1.2%
Other values (269) 658
63.1%
Common
ValueCountFrequency (%)
271
69.1%
. 42
 
10.7%
1 15
 
3.8%
: 7
 
1.8%
2 6
 
1.5%
4 6
 
1.5%
5 6
 
1.5%
? 5
 
1.3%
3 5
 
1.3%
0 4
 
1.0%
Other values (15) 25
 
6.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 778
54.3%
ASCII 388
27.1%
Compat Jamo 264
 
18.4%
Misc Symbols 2
 
0.1%
Arrows 2
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
271
69.8%
. 42
 
10.8%
1 15
 
3.9%
: 7
 
1.8%
2 6
 
1.5%
4 6
 
1.5%
5 6
 
1.5%
? 5
 
1.3%
3 5
 
1.3%
0 4
 
1.0%
Other values (13) 21
 
5.4%
Compat Jamo
ValueCountFrequency (%)
212
80.3%
16
 
6.1%
13
 
4.9%
5
 
1.9%
5
 
1.9%
3
 
1.1%
3
 
1.1%
2
 
0.8%
2
 
0.8%
1
 
0.4%
Other values (2) 2
 
0.8%
Hangul
ValueCountFrequency (%)
31
 
4.0%
30
 
3.9%
19
 
2.4%
18
 
2.3%
16
 
2.1%
15
 
1.9%
14
 
1.8%
13
 
1.7%
12
 
1.5%
12
 
1.5%
Other values (257) 598
76.9%
Misc Symbols
ValueCountFrequency (%)
2
100.0%
Arrows
ValueCountFrequency (%)
2
100.0%

덧글생성일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2020-01-14
29 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-01-14
2nd row2020-01-14
3rd row2020-01-14
4th row2020-01-14
5th row2020-01-14

Common Values

ValueCountFrequency (%)
2020-01-14 29
100.0%

Length

2023-12-10T23:16:14.730993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:16:14.897489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-01-14 29
100.0%

덧글작성자명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T23:16:15.175454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length9
Mean length5.1724138
Min length2

Characters and Unicode

Total characters150
Distinct characters100
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st rowjloh j
2nd row초딩초딩
3rd row이민영
4th row핑크돼지꿀꿀
5th row뷜리Eilish-_
ValueCountFrequency (%)
2
 
5.0%
jloh 1
 
2.5%
용아서mr 1
 
2.5%
콥지 1
 
2.5%
자두맛너구리 1
 
2.5%
라라 1
 
2.5%
이성록 1
 
2.5%
1
 
2.5%
클립 1
 
2.5%
」소하 1
 
2.5%
Other values (29) 29
72.5%
2023-12-10T23:16:15.754526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
11
 
7.3%
8
 
5.3%
I 5
 
3.3%
3
 
2.0%
h 3
 
2.0%
3
 
2.0%
l 2
 
1.3%
2
 
1.3%
2
 
1.3%
2
 
1.3%
Other values (90) 109
72.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 97
64.7%
Lowercase Letter 19
 
12.7%
Uppercase Letter 15
 
10.0%
Space Separator 11
 
7.3%
Open Punctuation 2
 
1.3%
Close Punctuation 2
 
1.3%
Other Punctuation 1
 
0.7%
Connector Punctuation 1
 
0.7%
Dash Punctuation 1
 
0.7%
Decimal Number 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
8
 
8.2%
3
 
3.1%
3
 
3.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
Other values (60) 69
71.1%
Lowercase Letter
ValueCountFrequency (%)
h 3
15.8%
l 2
10.5%
j 2
10.5%
i 2
10.5%
m 2
10.5%
r 2
10.5%
t 1
 
5.3%
v 1
 
5.3%
s 1
 
5.3%
o 1
 
5.3%
Other values (2) 2
10.5%
Uppercase Letter
ValueCountFrequency (%)
I 5
33.3%
V 2
 
13.3%
E 2
 
13.3%
M 1
 
6.7%
S 1
 
6.7%
G 1
 
6.7%
A 1
 
6.7%
O 1
 
6.7%
C 1
 
6.7%
Open Punctuation
ValueCountFrequency (%)
1
50.0%
[ 1
50.0%
Close Punctuation
ValueCountFrequency (%)
1
50.0%
] 1
50.0%
Space Separator
ValueCountFrequency (%)
11
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Decimal Number
ValueCountFrequency (%)
2 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 97
64.7%
Latin 34
 
22.7%
Common 19
 
12.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
8
 
8.2%
3
 
3.1%
3
 
3.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
Other values (60) 69
71.1%
Latin
ValueCountFrequency (%)
I 5
14.7%
h 3
 
8.8%
l 2
 
5.9%
V 2
 
5.9%
j 2
 
5.9%
i 2
 
5.9%
m 2
 
5.9%
r 2
 
5.9%
E 2
 
5.9%
t 1
 
2.9%
Other values (11) 11
32.4%
Common
ValueCountFrequency (%)
11
57.9%
1
 
5.3%
1
 
5.3%
] 1
 
5.3%
[ 1
 
5.3%
. 1
 
5.3%
_ 1
 
5.3%
- 1
 
5.3%
2 1
 
5.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 97
64.7%
ASCII 51
34.0%
None 2
 
1.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
11
21.6%
I 5
 
9.8%
h 3
 
5.9%
l 2
 
3.9%
V 2
 
3.9%
j 2
 
3.9%
i 2
 
3.9%
m 2
 
3.9%
r 2
 
3.9%
E 2
 
3.9%
Other values (18) 18
35.3%
Hangul
ValueCountFrequency (%)
8
 
8.2%
3
 
3.1%
3
 
3.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
2
 
2.1%
Other values (60) 69
71.1%
None
ValueCountFrequency (%)
1
50.0%
1
50.0%

영상경로명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
https://www.youtube.com/watch?v=xmWP10K7nuo
29 

Length

Max length43
Median length43
Mean length43
Min length43

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.youtube.com/watch?v=xmWP10K7nuo
2nd rowhttps://www.youtube.com/watch?v=xmWP10K7nuo
3rd rowhttps://www.youtube.com/watch?v=xmWP10K7nuo
4th rowhttps://www.youtube.com/watch?v=xmWP10K7nuo
5th rowhttps://www.youtube.com/watch?v=xmWP10K7nuo

Common Values

ValueCountFrequency (%)
https://www.youtube.com/watch?v=xmWP10K7nuo 29
100.0%

Length

2023-12-10T23:16:16.036635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:16:16.192529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.youtube.com/watch?v=xmwp10k7nuo 29
100.0%

수집일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2020-01-15
29 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-01-15
2nd row2020-01-15
3rd row2020-01-15
4th row2020-01-15
5th row2020-01-15

Common Values

ValueCountFrequency (%)
2020-01-15 29
100.0%

Length

2023-12-10T23:16:16.346532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:16:16.486552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-01-15 29
100.0%

덧글좋아요수
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)51.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.310345
Minimum0
Maximum450
Zeros9
Zeros (%)31.0%
Negative0
Negative (%)0.0%
Memory size393.0 B
2023-12-10T23:16:16.627655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q322
95-th percentile195.6
Maximum450
Range450
Interquartile range (IQR)22

Descriptive statistics

Standard deviation95.22121
Coefficient of variation (CV)2.1985789
Kurtosis12.048068
Mean43.310345
Median Absolute Deviation (MAD)1
Skewness3.259725
Sum1256
Variance9067.0788
MonotonicityNot monotonic
2023-12-10T23:16:16.781636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 9
31.0%
1 6
20.7%
2 2
 
6.9%
159 1
 
3.4%
450 1
 
3.4%
69 1
 
3.4%
220 1
 
3.4%
96 1
 
3.4%
65 1
 
3.4%
112 1
 
3.4%
Other values (5) 5
17.2%
ValueCountFrequency (%)
0 9
31.0%
1 6
20.7%
2 2
 
6.9%
3 1
 
3.4%
15 1
 
3.4%
16 1
 
3.4%
19 1
 
3.4%
22 1
 
3.4%
65 1
 
3.4%
69 1
 
3.4%
ValueCountFrequency (%)
450 1
3.4%
220 1
3.4%
159 1
3.4%
112 1
3.4%
96 1
3.4%
69 1
3.4%
65 1
3.4%
22 1
3.4%
19 1
3.4%
16 1
3.4%

덧글수정일자
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
2020-01-14
27 
2020-01-15
 
2

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-01-14
2nd row2020-01-14
3rd row2020-01-14
4th row2020-01-14
5th row2020-01-14

Common Values

ValueCountFrequency (%)
2020-01-14 27
93.1%
2020-01-15 2
 
6.9%

Length

2023-12-10T23:16:16.963079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:16:17.107531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-01-14 27
93.1%
2020-01-15 2
 
6.9%

Interactions

2023-12-10T23:16:11.833163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:16:17.201428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용자덧글ID덧글설명덧글작성자명덧글좋아요수덧글수정일자
이용자덧글ID1.0001.0001.0001.0001.000
덧글설명1.0001.0001.0001.0001.000
덧글작성자명1.0001.0001.0001.0001.000
덧글좋아요수1.0001.0001.0001.0000.000
덧글수정일자1.0001.0001.0000.0001.000
2023-12-10T23:16:17.350807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
덧글좋아요수덧글수정일자
덧글좋아요수1.0000.000
덧글수정일자0.0001.000

Missing values

2023-12-10T23:16:12.108162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:16:12.318705image/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

이용자덧글ID덧글설명덧글생성일자덧글작성자명영상경로명수집일자덧글좋아요수덧글수정일자
0UgzoH5w_CU4sjjQBnEh4AaABAg구소담ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ초등학교 동창ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ2020-01-14jloh jhttps://www.youtube.com/watch?v=xmWP10K7nuo2020-01-151592020-01-14
1UgzoN7k4VJ6qO506bc94AaABAg15:54 우리반에 있는 소담이가 토요일에 수봉공원에 같이 가자고 나에게 말했다. -태훈의 일기장 중2020-01-14초딩초딩https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-154502020-01-14
2UgyitMsIWMnP8CdV6G14AaABAgㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅌ아 파마자 ㅇ갈아잊기 너무 웃기네 ㅋㅋㅌㅌㅌㅌㅌㅌㅋ미치겠다 ㅋㅋㅌㅌㅌㅌㅌㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅌㅌㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ2020-01-14이민영https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-15692020-01-14
3UgxfFrN-iLNrXq4teM94AaABAg웃소 꿀잼 인정 하면 ↓ ↓2020-01-14핑크돼지꿀꿀https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-152202020-01-14
4UgzX4SiYfLIMW1_CGnp4AaABAg눈이 안 오는 이유 1.아마존 불탔음 2.캘리포니아 불탔음 3.호주 불타고 있음 을마나 지구가 망가졌을까ㅏ..?2020-01-14뷜리Eilish-_https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
5UgwSh6eaCNoKD_DacPF4AaABAg6:34 ㅋㅋㅋ 빨리 하려고 승부욕 내다 디투랑 결국 충돌 ㅋㅋㅋㅋ2020-01-14내이름은 여덟글자https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-15962020-01-14
6UgwkdQpN4Rp0G2w9IoF4AaABAg삼자대결 아이디어 개구기 끼고 구글음성검색 기능에다 원하는 음식 말해서 나온 음식 먹기 (구글 아니어도 됩니다)2020-01-14긍디긍https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
7UgyWDB_BER7Is5vrb954AaABAg12:24 작은 아버지께서 핑구를 모르신다.2020-01-14애플파이https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-15652020-01-14
8UgxRuz9-5v6khtTxout4AaABAg1:47 ???: 아 진짜;;2020-01-14감쟈https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-151122020-01-14
9UgywKyri0aQlnjxlpNN4AaABAg가장필요한 준비물 웃소같은 친구들2020-01-14노스페이스톤타https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1512020-01-14
이용자덧글ID덧글설명덧글생성일자덧글작성자명영상경로명수집일자덧글좋아요수덧글수정일자
19UgybJrwyHlyb-WEkm194AaABAg티비를 많이보시는 작은 아버지 해리는 인물퀴즈를 잘한다2020-01-14자두맛너구리https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
20UgzxEbeRehhPVtV6Qhd4AaABAg성희님 처음에 핑크색 인형 손가락 원래 몸에 붙어있는건데 빈틈으로 손가락 넣어서 놀다가 저도 저렇게 몸에서 떼졌어요ㅋㅋㅋㅋㅋㅋㅋㄱ2020-01-14라라https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1512020-01-14
21Ugyqn9vP150bc6FZ-N14AaABAg웃소가 왜 인기가 많은지 아심니까.......이유는! 자세히보기2020-01-14이성록https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
22Ugy7ctSkvgZwjO5JeuN4AaABAgㅤㅇㅏㅋㅋㅋㅋ오늘편집누구세ㅤㅇㅛㅋㅋㅋㅋㅋㅋㄱㅋㅋ대박인ㅤㄷㅖㄲㅋㄱㄱㄱㅋ2020-01-14「 클립 」소하https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-15152020-01-14
23UgzUhS_kqeIDw7HmDnl4AaABAg우디가오늘 텐션이 엄청 들떴네. 웃소모두 화이띵! 웃소는 100년이 지나도 망하지안아!2020-01-14용아서Mr.https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
24UgyLetV5SBBDdPx0jgt4AaABAg이거 인스타로 봤을때 *라면 최대한 많이 먹기* 인줄 알았는데 ㅋㅋㅋㅋㅋㅋ2020-01-14햄햄https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
25UgzgZGi6qm2wXr2XCHp4AaABAg어떻게 성희님이랑 고탱님은 한번도 팀이 안 돼냐 ㅋㅋㅋ2020-01-14엘뚜린https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14
26UgyLoo_aekrlC6X_BY14AaABAg진정한일등은 영상다보고댓글다는게 진정한일등입니다.2020-01-14바나나우유를 먹고싶은 희슬 [ 희민 ]https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1512020-01-14
27Ugz35WqtwP2CIxDBWGV4AaABAg옛날에이거 파자마입으면서 대회장처럼 상상하고 슬로우모션으로 겁나빨리입는척하면서 혼자 다입고 뿌듯해했었는데...2020-01-14곽곽이https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1512020-01-14
28UgwRE1YKTej_JAfZFZt4AaABAg급식왕 이 매일 유형그런거 공감 그런거 매일 따라하는거 같아요2020-01-14악사https://www.youtube.com/watch?v=xmWP10K7nuo2020-01-1502020-01-14