Overview

Dataset statistics

Number of variables6
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory52.6 B

Variable types

DateTime1
Categorical3
Text2

Dataset

Description샘플 데이터
Author한양대
URLhttps://bigdata-region.kr/#/dataset/11deb5c3-42c4-4e65-96c9-748ce97c4af4

Alerts

이용자감성수집일자 has constant value ""Constant
이용자감성채널ID has constant value ""Constant
ID has unique valuesUnique

Reproduction

Analysis started2023-12-10 14:01:59.590543
Analysis finished2023-12-10 14:02:00.214009
Duration0.62 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

이용자감성수집일자
Date

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
Minimum2021-09-01 00:00:00
Maximum2021-09-01 00:00:00
2023-12-10T23:02:00.278169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T23:02:00.409836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

이용자감성채널ID
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg
29 

Length

Max length56
Median length56
Mean length56
Min length56

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg
2nd rowhttps://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg
3rd rowhttps://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg
4th rowhttps://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg
5th rowhttps://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg

Common Values

ValueCountFrequency (%)
https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQg 29
100.0%

Length

2023-12-10T23:02:00.580662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:02:00.719600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.youtube.com/channel/ucqnlvq_8xzm0hhw-spfnlqg 29
100.0%

이용자감성영상ID
Categorical

Distinct3
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size364.0 B
https://www.youtube.com/watch?v=ely9sVo-Yv4
20 
https://www.youtube.com/watch?v=eOzKXVH7src
7 
https://www.youtube.com/watch?v=e8fVOe12Al4
 
2

Length

Max length43
Median length43
Mean length43
Min length43

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.youtube.com/watch?v=e8fVOe12Al4
2nd rowhttps://www.youtube.com/watch?v=e8fVOe12Al4
3rd rowhttps://www.youtube.com/watch?v=eOzKXVH7src
4th rowhttps://www.youtube.com/watch?v=eOzKXVH7src
5th rowhttps://www.youtube.com/watch?v=eOzKXVH7src

Common Values

ValueCountFrequency (%)
https://www.youtube.com/watch?v=ely9sVo-Yv4 20
69.0%
https://www.youtube.com/watch?v=eOzKXVH7src 7
 
24.1%
https://www.youtube.com/watch?v=e8fVOe12Al4 2
 
6.9%

Length

2023-12-10T23:02:00.897587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:02:01.025098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.youtube.com/watch?v=ely9svo-yv4 20
69.0%
https://www.youtube.com/watch?v=eozkxvh7src 7
 
24.1%
https://www.youtube.com/watch?v=e8fvoe12al4 2
 
6.9%

ID
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T23:02:01.318131image/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 rowUgzw1xTHStx9in4uCCp4AaABAg
2nd rowUgzpPSXYknBVUwDhBL54AaABAg
3rd rowUgwFBufJ5K-pg8Dza_Z4AaABAg
4th rowUgyyojQne5A_8WvOEkd4AaABAg
5th rowUgwZPOiLFG_Sa0969_94AaABAg
ValueCountFrequency (%)
ugzw1xthstx9in4uccp4aaabag 1
 
3.4%
ugwu0hmti223q_b2zqn4aaabag 1
 
3.4%
ugxtrrcxuxxdydeplh94aaabag 1
 
3.4%
ugxnhq-wngn5_dopip54aaabag 1
 
3.4%
ugxxxam4h0kyfykbzzl4aaabag 1
 
3.4%
ugxd7ppovzmtwfqoyup4aaabag 1
 
3.4%
ugxvdvdxfqcpt_vutpb4aaabag 1
 
3.4%
ugxaavvwlsjn0fgeapn4aaabag 1
 
3.4%
ugx29smor6tsdxiuoux4aaabag 1
 
3.4%
ugwqub2qkvma42onj8n4aaabag 1
 
3.4%
Other values (19) 19
65.5%
2023-12-10T23:02:01.911507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
A 95
 
12.6%
g 67
 
8.9%
U 40
 
5.3%
B 39
 
5.2%
4 36
 
4.8%
a 35
 
4.6%
w 20
 
2.7%
x 17
 
2.3%
h 13
 
1.7%
P 13
 
1.7%
Other values (54) 379
50.3%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter 342
45.4%
Lowercase Letter 306
40.6%
Decimal Number 89
 
11.8%
Connector Punctuation 9
 
1.2%
Dash Punctuation 8
 
1.1%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A 95
27.8%
U 40
11.7%
B 39
11.4%
P 13
 
3.8%
X 11
 
3.2%
F 11
 
3.2%
E 10
 
2.9%
Q 9
 
2.6%
H 9
 
2.6%
N 9
 
2.6%
Other values (16) 96
28.1%
Lowercase Letter
ValueCountFrequency (%)
g 67
21.9%
a 35
 
11.4%
w 20
 
6.5%
x 17
 
5.6%
h 13
 
4.2%
z 12
 
3.9%
q 12
 
3.9%
n 12
 
3.9%
y 11
 
3.6%
p 10
 
3.3%
Other values (16) 97
31.7%
Decimal Number
ValueCountFrequency (%)
4 36
40.4%
5 9
 
10.1%
2 9
 
10.1%
0 8
 
9.0%
9 7
 
7.9%
8 5
 
5.6%
6 5
 
5.6%
1 4
 
4.5%
3 3
 
3.4%
7 3
 
3.4%
Connector Punctuation
ValueCountFrequency (%)
_ 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 648
85.9%
Common 106
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
A 95
 
14.7%
g 67
 
10.3%
U 40
 
6.2%
B 39
 
6.0%
a 35
 
5.4%
w 20
 
3.1%
x 17
 
2.6%
h 13
 
2.0%
P 13
 
2.0%
z 12
 
1.9%
Other values (42) 297
45.8%
Common
ValueCountFrequency (%)
4 36
34.0%
_ 9
 
8.5%
5 9
 
8.5%
2 9
 
8.5%
0 8
 
7.5%
- 8
 
7.5%
9 7
 
6.6%
8 5
 
4.7%
6 5
 
4.7%
1 4
 
3.8%
Other values (2) 6
 
5.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 754
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A 95
 
12.6%
g 67
 
8.9%
U 40
 
5.3%
B 39
 
5.2%
4 36
 
4.8%
a 35
 
4.6%
w 20
 
2.7%
x 17
 
2.3%
h 13
 
1.7%
P 13
 
1.7%
Other values (54) 379
50.3%

설명
Text

Distinct28
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-10T23:02:02.372004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length94
Median length34
Mean length31.034483
Min length4

Characters and Unicode

Total characters900
Distinct characters180
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)93.1%

Sample

1st row340조원
2nd row정답 340조 이번에 처음으로 구독했어요. 앞으로 국민연금에 대해 더 알고싶어요~
3rd row정답1번 입니다
4th row정답:┏☆1번 라이어☆┓ 유튜브 구독좋아요알림설정 완료 다양한 주제의 유익하고 재미있는 정보 많이 전해주시고 공감과 소통을 나누며 많은 사랑 듬뿍 받기를 응원합니다 ^^
5th row라이어1 진짜 거짓말쟁이^^
ValueCountFrequency (%)
수익성 17
 
9.1%
정답 16
 
8.6%
8
 
4.3%
응원합니다 7
 
3.8%
국민연금기금운용본부 4
 
2.2%
20주년을 4
 
2.2%
유튜브 3
 
1.6%
다양한 3
 
1.6%
국민연금 3
 
1.6%
정보 3
 
1.6%
Other values (108) 118
63.4%
2023-12-10T23:02:03.042854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
166
 
18.4%
정 31
 
3.4%
다 24
 
2.7%
답 23
 
2.6%
익 22
 
2.4%
수 21
 
2.3%
성 20
 
2.2%
니 19
 
2.1%
금 18
 
2.0%
! 17
 
1.9%
Other values (170) 539
59.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 647
71.9%
Space Separator 166
 
18.4%
Other Punctuation 37
 
4.1%
Decimal Number 27
 
3.0%
Math Symbol 10
 
1.1%
Modifier Symbol 8
 
0.9%
Other Symbol 4
 
0.4%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
정 31
 
4.8%
다 24
 
3.7%
답 23
 
3.6%
익 22
 
3.4%
수 21
 
3.2%
성 20
 
3.1%
니 19
 
2.9%
금 18
 
2.8%
이 16
 
2.5%
요 15
 
2.3%
Other values (151) 438
67.7%
Decimal Number
ValueCountFrequency (%)
0 8
29.6%
2 7
25.9%
1 6
22.2%
4 2
 
7.4%
3 2
 
7.4%
5 1
 
3.7%
8 1
 
3.7%
Other Punctuation
ValueCountFrequency (%)
! 17
45.9%
: 14
37.8%
. 6
 
16.2%
Math Symbol
ValueCountFrequency (%)
~ 8
80.0%
> 1
 
10.0%
< 1
 
10.0%
Other Symbol
ValueCountFrequency (%)
☆ 2
50.0%
┓ 1
25.0%
┏ 1
25.0%
Space Separator
ValueCountFrequency (%)
166
100.0%
Modifier Symbol
ValueCountFrequency (%)
^ 8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 647
71.9%
Common 253
 
28.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
정 31
 
4.8%
다 24
 
3.7%
답 23
 
3.6%
익 22
 
3.4%
수 21
 
3.2%
성 20
 
3.1%
니 19
 
2.9%
금 18
 
2.8%
이 16
 
2.5%
요 15
 
2.3%
Other values (151) 438
67.7%
Common
ValueCountFrequency (%)
166
65.6%
! 17
 
6.7%
: 14
 
5.5%
^ 8
 
3.2%
~ 8
 
3.2%
0 8
 
3.2%
2 7
 
2.8%
1 6
 
2.4%
. 6
 
2.4%
☆ 2
 
0.8%
Other values (9) 11
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 647
71.9%
ASCII 249
 
27.7%
Misc Symbols 2
 
0.2%
Box Drawing 2
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
166
66.7%
! 17
 
6.8%
: 14
 
5.6%
^ 8
 
3.2%
~ 8
 
3.2%
0 8
 
3.2%
2 7
 
2.8%
1 6
 
2.4%
. 6
 
2.4%
4 2
 
0.8%
Other values (6) 7
 
2.8%
Hangul
ValueCountFrequency (%)
정 31
 
4.8%
다 24
 
3.7%
답 23
 
3.6%
익 22
 
3.4%
수 21
 
3.2%
성 20
 
3.1%
니 19
 
2.9%
금 18
 
2.8%
이 16
 
2.5%
요 15
 
2.3%
Other values (151) 438
67.7%
Misc Symbols
ValueCountFrequency (%)
☆ 2
100.0%
Box Drawing
ValueCountFrequency (%)
┓ 1
50.0%
┏ 1
50.0%

이용자감성분류
Categorical

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
좋아요
18 
보통
11 

Length

Max length3
Median length3
Mean length2.6206897
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row보통
2nd row보통
3rd row보통
4th row좋아요
5th row좋아요

Common Values

ValueCountFrequency (%)
좋아요 18
62.1%
보통 11
37.9%

Length

2023-12-10T23:02:03.254368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:02:03.432503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
좋아요 18
62.1%
보통 11
37.9%

Correlations

2023-12-10T23:02:03.526463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용자감성영상IDID설명이용자감성분류
이용자감성영상ID1.0001.0001.0000.229
ID1.0001.0001.0001.000
설명1.0001.0001.0001.000
이용자감성분류0.2291.0001.0001.000
2023-12-10T23:02:03.673995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용자감성영상ID이용자감성분류
이용자감성영상ID1.0000.365
이용자감성분류0.3651.000
2023-12-10T23:02:03.795859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
이용자감성영상ID이용자감성분류
이용자감성영상ID1.0000.365
이용자감성분류0.3651.000

Missing values

2023-12-10T23:01:59.982721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:02:00.153773image/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

이용자감성수집일자이용자감성채널ID이용자감성영상IDID설명이용자감성분류
02021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=e8fVOe12Al4Ugzw1xTHStx9in4uCCp4AaABAg340조원보통
12021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=e8fVOe12Al4UgzpPSXYknBVUwDhBL54AaABAg정답 340조 이번에 처음으로 구독했어요. 앞으로 국민연금에 대해 더 알고싶어요~보통
22021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgwFBufJ5K-pg8Dza_Z4AaABAg정답1번 입니다보통
32021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgyyojQne5A_8WvOEkd4AaABAg정답:┏☆1번 라이어☆┓ 유튜브 구독좋아요알림설정 완료 다양한 주제의 유익하고 재미있는 정보 많이 전해주시고 공감과 소통을 나누며 많은 사랑 듬뿍 받기를 응원합니다 ^^좋아요
42021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgwZPOiLFG_Sa0969_94AaABAg라이어1 진짜 거짓말쟁이^^좋아요
52021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgz-8a_AqXQjhFo4Yxd4AaABAg라이어 찾았습니다 !!보통
62021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgzHkMsDZxu5aVlvHyh4AaABAg정답: 라이어1번 국민연금을 미납한다고 취업하는데 불이익을 받는다는것은 거짓~~ 구독완료!!좋아요
72021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgzh0Q3vy2X2psfgvhN4AaABAg라이어1번보통
82021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=eOzKXVH7srcUgzm7WEwTFWqFaQx8wh4AaABAg고2가입한분이 라이어예요 만18세부터가입자격이주어진답니다.보통
92021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4Ugw-nmgfh-n-ioM9Tsl4AaABAg정답은 수익성 국민연금기금운용본부 20주년 축하해요 ~~!!좋아요
이용자감성수집일자이용자감성채널ID이용자감성영상IDID설명이용자감성분류
192021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4Ugwl0sGWSNKqP7jDWHl4AaABAg정답 : 수익성 앞으로도 다양한 정보 기다릴께요좋아요
202021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgwquB2qkvma42ONj8N4AaABAg<정답> 수익성 20주년을 맞이한 국민연금운용본부의 열정을 늘 응원합니다.좋아요
212021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4Ugx29sMOr6TsdxiUoUx4AaABAg정답 : 수익성 국민연금기금운용본부 20주년을 축하드려요좋아요
222021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgxAAvvwLsjN0fgeApN4AaABAg정답:수익성! 유용한정보 잘 봤어요 감사해요~ 서포터 학생 정말 귀여워요~^^ 국민연금과 유튜브 채널 발전을 응원합니다좋아요
232021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgxVDVdXFqCPt_vUtPB4AaABAg정답 : 수익성보통
242021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4Ugxd7PPoVZMTwFqOYup4AaABAg정답: 수익성보통
252021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgxXxAm4H0KyFyKbZzl4AaABAg정답: 수익성 정보를 보면 볼수록 믿음이 생기는 국민연금 오늘도 응원합니다좋아요
262021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgxnhQ-Wngn5_dOPiP54AaABAg기금운용본부 20주년 축하드립니다 정답은 수익성입니다! 감사합니다 기금운용 잘해주세요!좋아요
272021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4UgxtRrCxuxXdyDEPlH94AaABAg정답 : 수익성 항상 응원합니다 화이팅 국민연금좋아요
282021-09-01https://www.youtube.com/channel/UCqNLvq_8xZM0hhw-spFnLQghttps://www.youtube.com/watch?v=ely9sVo-Yv4Ugy6s4gjoqsP_vQEW-Z4AaABAg수익성! 유튜브 기존 구독자입니다!좋아요