Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 30 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.4 KiB |
Average record size in memory | 82.4 B |
Variable types
Categorical | 4 |
---|---|
Text | 1 |
DateTime | 1 |
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한양대 |
URL | https://www.bigdata-region.kr/#/dataset/33cd631d-ff3a-4a87-8030-e01cd110df9b |
채널ID has constant value "" | Constant |
생성기간일자 has constant value "" | Constant |
채널조회수 has constant value "" | Constant |
구독자수 has constant value "" | Constant |
부정평가비율 has constant value "" | Constant |
영상조회수 is highly overall correlated with 긍정평가비율 and 1 other fields | High correlation |
긍정평가비율 is highly overall correlated with 영상조회수 and 1 other fields | High correlation |
영상덧글수 is highly overall correlated with 영상조회수 and 1 other fields | High correlation |
영상ID has unique values | Unique |
영상조회수 has unique values | Unique |
영상덧글수 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:18:37.486974 |
---|---|
Analysis finished | 2023-12-10 14:18:39.134946 |
Duration | 1.65 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
채널ID
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
---|
Length
Max length | 56 |
---|---|
Median length | 56 |
Mean length | 56 |
Min length | 56 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
---|---|
2nd row | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
3rd row | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
4th row | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
5th row | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA |
Common Values
Value | Count | Frequency (%) |
https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
https://www.youtube.com/channel/ucqrhncabshhqm_8t2sumura | 30 |
영상ID
Text
UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
Length
Max length | 43 |
---|---|
Median length | 43 |
Mean length | 43 |
Min length | 43 |
Characters and Unicode
Total characters | 1290 |
---|---|
Distinct characters | 69 |
Distinct categories | 7 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 30 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | https://www.youtube.com/watch?v=rA4LsSS0sW0 |
---|---|
2nd row | https://www.youtube.com/watch?v=jCEd9nzrgvo |
3rd row | https://www.youtube.com/watch?v=v6PGcT5i5to |
4th row | https://www.youtube.com/watch?v=UIa6zG-fysA |
5th row | https://www.youtube.com/watch?v=uILIclcYc54 |
Value | Count | Frequency (%) |
https://www.youtube.com/watch?v=ra4lsss0sw0 | 1 | 3.3% |
https://www.youtube.com/watch?v=jced9nzrgvo | 1 | 3.3% |
https://www.youtube.com/watch?v=wsdpx8hgite | 1 | 3.3% |
https://www.youtube.com/watch?v=tp-u3w3inku | 1 | 3.3% |
https://www.youtube.com/watch?v=c7__uzk56ry | 1 | 3.3% |
https://www.youtube.com/watch?v=6bpu8xj9n3s | 1 | 3.3% |
https://www.youtube.com/watch?v=zorvk24awdy | 1 | 3.3% |
https://www.youtube.com/watch?v=nps_qsxbwaq | 1 | 3.3% |
https://www.youtube.com/watch?v=lqug25s8198 | 1 | 3.3% |
https://www.youtube.com/watch?v=h-sj3ekdhsa | 1 | 3.3% |
Other values (20) | 20 |
Most occurring characters
Value | Count | Frequency (%) |
t | 126 | 9.8% |
w | 126 | 9.8% |
/ | 90 | 7.0% |
o | 67 | 5.2% |
c | 66 | 5.1% |
h | 66 | 5.1% |
u | 65 | 5.0% |
. | 60 | 4.7% |
v | 37 | 2.9% |
s | 36 | 2.8% |
Other values (59) | 551 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 843 | |
Other Punctuation | 210 | 16.3% |
Uppercase Letter | 136 | 10.5% |
Decimal Number | 61 | 4.7% |
Math Symbol | 30 | 2.3% |
Connector Punctuation | 6 | 0.5% |
Dash Punctuation | 4 | 0.3% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
t | 126 | |
w | 126 | |
o | 67 | 7.9% |
c | 66 | 7.8% |
h | 66 | 7.8% |
u | 65 | 7.7% |
v | 37 | 4.4% |
s | 36 | 4.3% |
p | 36 | 4.3% |
e | 35 | 4.2% |
Other values (16) | 183 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 9 | 6.6% |
I | 9 | 6.6% |
Y | 9 | 6.6% |
U | 8 | 5.9% |
Q | 7 | 5.1% |
A | 7 | 5.1% |
W | 7 | 5.1% |
V | 6 | 4.4% |
M | 6 | 4.4% |
L | 6 | 4.4% |
Other values (16) | 62 |
Decimal Number
Value | Count | Frequency (%) |
5 | 10 | |
8 | 9 | |
9 | 8 | |
4 | 6 | |
3 | 6 | |
2 | 5 | |
1 | 5 | |
6 | 5 | |
0 | 5 | |
7 | 2 | 3.3% |
Other Punctuation
Value | Count | Frequency (%) |
/ | 90 | |
. | 60 | |
: | 30 | 14.3% |
? | 30 | 14.3% |
Math Symbol
Value | Count | Frequency (%) |
= | 30 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 6 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 979 | |
Common | 311 | 24.1% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
t | 126 | 12.9% |
w | 126 | 12.9% |
o | 67 | 6.8% |
c | 66 | 6.7% |
h | 66 | 6.7% |
u | 65 | 6.6% |
v | 37 | 3.8% |
s | 36 | 3.7% |
p | 36 | 3.7% |
e | 35 | 3.6% |
Other values (42) | 319 |
Common
Value | Count | Frequency (%) |
/ | 90 | |
. | 60 | |
= | 30 | 9.6% |
: | 30 | 9.6% |
? | 30 | 9.6% |
5 | 10 | 3.2% |
8 | 9 | 2.9% |
9 | 8 | 2.6% |
4 | 6 | 1.9% |
_ | 6 | 1.9% |
Other values (7) | 32 | 10.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1290 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
t | 126 | 9.8% |
w | 126 | 9.8% |
/ | 90 | 7.0% |
o | 67 | 5.2% |
c | 66 | 5.1% |
h | 66 | 5.1% |
u | 65 | 5.0% |
. | 60 | 4.7% |
v | 37 | 2.9% |
s | 36 | 2.8% |
Other values (59) | 551 |
생성기간일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
Minimum | 2019-12-21 00:00:00 |
---|---|
Maximum | 2019-12-21 00:00:00 |
채널조회수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
25812355 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 25812355 |
---|---|
2nd row | 25812355 |
3rd row | 25812355 |
4th row | 25812355 |
5th row | 25812355 |
Common Values
Value | Count | Frequency (%) |
25812355 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
25812355 | 30 |
구독자수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
146000 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 146000 |
---|---|
2nd row | 146000 |
3rd row | 146000 |
4th row | 146000 |
5th row | 146000 |
Common Values
Value | Count | Frequency (%) |
146000 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
146000 | 30 |
영상조회수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 163351.7 |
Minimum | 1633 |
---|---|
Maximum | 1189110 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1633 |
---|---|
5-th percentile | 3716 |
Q1 | 10350.5 |
median | 18696 |
Q3 | 62183 |
95-th percentile | 1025130.9 |
Maximum | 1189110 |
Range | 1187477 |
Interquartile range (IQR) | 51832.5 |
Descriptive statistics
Standard deviation | 337740.2 |
---|---|
Coefficient of variation (CV) | 2.0675646 |
Kurtosis | 4.3289937 |
Mean | 163351.7 |
Median Absolute Deviation (MAD) | 13370.5 |
Skewness | 2.3662732 |
Sum | 4900551 |
Variance | 1.1406844 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8792 | 1 | 3.3% |
37987 | 1 | 3.3% |
1115310 | 1 | 3.3% |
8609 | 1 | 3.3% |
17501 | 1 | 3.3% |
6782 | 1 | 3.3% |
10709 | 1 | 3.3% |
53283 | 1 | 3.3% |
218373 | 1 | 3.3% |
49287 | 1 | 3.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
1633 | 1 | |
3464 | 1 | |
4024 | 1 | |
6627 | 1 | |
6782 | 1 | |
8609 | 1 | |
8792 | 1 | |
10231 | 1 | |
10709 | 1 | |
13276 | 1 |
Value | Count | Frequency (%) |
1189110 | 1 | |
1115310 | 1 | |
914912 | 1 | |
717077 | 1 | |
218373 | 1 | |
158377 | 1 | |
91139 | 1 | |
62972 | 1 | |
59816 | 1 | |
53283 | 1 |
긍정평가비율
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 23.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 99.81 |
Minimum | 98.8 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 98.8 |
---|---|
5-th percentile | 99.29 |
Q1 | 99.8 |
median | 99.9 |
Q3 | 99.975 |
95-th percentile | 100 |
Maximum | 100 |
Range | 1.2 |
Interquartile range (IQR) | 0.175 |
Descriptive statistics
Standard deviation | 0.26175798 |
---|---|
Coefficient of variation (CV) | 0.0026225627 |
Kurtosis | 7.6777374 |
Mean | 99.81 |
Median Absolute Deviation (MAD) | 0.1 |
Skewness | -2.6133876 |
Sum | 2994.3 |
Variance | 0.068517241 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
99.9 | 11 | |
100.0 | 8 | |
99.7 | 4 | 13.3% |
99.8 | 4 | 13.3% |
99.2 | 1 | 3.3% |
99.4 | 1 | 3.3% |
98.8 | 1 | 3.3% |
Value | Count | Frequency (%) |
98.8 | 1 | 3.3% |
99.2 | 1 | 3.3% |
99.4 | 1 | 3.3% |
99.7 | 4 | 13.3% |
99.8 | 4 | 13.3% |
99.9 | 11 | |
100.0 | 8 |
Value | Count | Frequency (%) |
100.0 | 8 | |
99.9 | 11 | |
99.8 | 4 | 13.3% |
99.7 | 4 | 13.3% |
99.4 | 1 | 3.3% |
99.2 | 1 | 3.3% |
98.8 | 1 | 3.3% |
부정평가비율
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 30 |
영상덧글수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 817.46667 |
Minimum | 8 |
---|---|
Maximum | 5987 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 17.9 |
Q1 | 65.25 |
median | 151 |
Q3 | 455.25 |
95-th percentile | 4224.4 |
Maximum | 5987 |
Range | 5979 |
Interquartile range (IQR) | 390 |
Descriptive statistics
Standard deviation | 1538.2193 |
---|---|
Coefficient of variation (CV) | 1.8816906 |
Kurtosis | 4.538241 |
Mean | 817.46667 |
Median Absolute Deviation (MAD) | 121 |
Skewness | 2.3209253 |
Sum | 24524 |
Variance | 2366118.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
139 | 1 | 3.3% |
46 | 1 | 3.3% |
4055 | 1 | 3.3% |
41 | 1 | 3.3% |
103 | 1 | 3.3% |
29 | 1 | 3.3% |
88 | 1 | 3.3% |
321 | 1 | 3.3% |
1690 | 1 | 3.3% |
372 | 1 | 3.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
8 | 1 | |
17 | 1 | |
19 | 1 | |
29 | 1 | |
31 | 1 | |
41 | 1 | |
46 | 1 | |
65 | 1 | |
66 | 1 | |
88 | 1 |
Value | Count | Frequency (%) |
5987 | 1 | |
4363 | 1 | |
4055 | 1 | |
3491 | 1 | |
1690 | 1 | |
1003 | 1 | |
687 | 1 | |
483 | 1 | |
372 | 1 | |
321 | 1 |
영상ID | 영상조회수 | 긍정평가비율 | 영상덧글수 | |
---|---|---|---|---|
영상ID | 1.000 | 1.000 | 1.000 | 1.000 |
영상조회수 | 1.000 | 1.000 | 0.000 | 0.960 |
긍정평가비율 | 1.000 | 0.000 | 1.000 | 0.000 |
영상덧글수 | 1.000 | 0.960 | 0.000 | 1.000 |
영상조회수 | 긍정평가비율 | 영상덧글수 | |
---|---|---|---|
영상조회수 | 1.000 | 0.899 | 0.869 |
긍정평가비율 | 0.899 | 1.000 | 0.880 |
영상덧글수 | 0.869 | 0.880 | 1.000 |
채널ID | 영상ID | 생성기간일자 | 채널조회수 | 구독자수 | 영상조회수 | 긍정평가비율 | 부정평가비율 | 영상덧글수 | |
---|---|---|---|---|---|---|---|---|---|
0 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=rA4LsSS0sW0 | 2019-12-21 | 25812355 | 146000 | 8792 | 99.7 | 0 | 139 |
1 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=jCEd9nzrgvo | 2019-12-21 | 25812355 | 146000 | 3464 | 99.2 | 0 | 31 |
2 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=v6PGcT5i5to | 2019-12-21 | 25812355 | 146000 | 10231 | 99.9 | 0 | 308 |
3 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=UIa6zG-fysA | 2019-12-21 | 25812355 | 146000 | 17114 | 99.9 | 0 | 163 |
4 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=uILIclcYc54 | 2019-12-21 | 25812355 | 146000 | 13276 | 99.9 | 0 | 93 |
5 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=WFrxx5_DFsA | 2019-12-21 | 25812355 | 146000 | 91139 | 99.9 | 0 | 267 |
6 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=95jlNM_9n9E | 2019-12-21 | 25812355 | 146000 | 16209 | 99.8 | 0 | 65 |
7 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=vSpBvxXPy28 | 2019-12-21 | 25812355 | 146000 | 1189110 | 100.0 | 0 | 4363 |
8 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=efUZOwgtkUw | 2019-12-21 | 25812355 | 146000 | 6627 | 99.7 | 0 | 19 |
9 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=AR6Z8Qor7yc | 2019-12-21 | 25812355 | 146000 | 29293 | 99.8 | 0 | 66 |
채널ID | 영상ID | 생성기간일자 | 채널조회수 | 구독자수 | 영상조회수 | 긍정평가비율 | 부정평가비율 | 영상덧글수 | |
---|---|---|---|---|---|---|---|---|---|
20 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=UzGnLfhMX04 | 2019-12-21 | 25812355 | 146000 | 59816 | 100.0 | 0 | 196 |
21 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=H-SJ3eKdhSA | 2019-12-21 | 25812355 | 146000 | 717077 | 100.0 | 0 | 5987 |
22 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=lquG25S8198 | 2019-12-21 | 25812355 | 146000 | 49287 | 99.9 | 0 | 372 |
23 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=npS_QSxbWaQ | 2019-12-21 | 25812355 | 146000 | 218373 | 100.0 | 0 | 1690 |
24 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=zorVK24aWDY | 2019-12-21 | 25812355 | 146000 | 53283 | 99.9 | 0 | 321 |
25 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=6bPU8Xj9N3s | 2019-12-21 | 25812355 | 146000 | 10709 | 99.8 | 0 | 88 |
26 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=C7__uZk56RY | 2019-12-21 | 25812355 | 146000 | 6782 | 99.7 | 0 | 29 |
27 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=Tp-u3w3InkU | 2019-12-21 | 25812355 | 146000 | 17501 | 99.9 | 0 | 103 |
28 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=wSdPx8hGItE | 2019-12-21 | 25812355 | 146000 | 8609 | 99.7 | 0 | 41 |
29 | https://www.youtube.com/channel/UCqRHncabshHQm_8t2SuMUrA | https://www.youtube.com/watch?v=YxZOWHl1L1o | 2019-12-21 | 25812355 | 146000 | 1115310 | 100.0 | 0 | 4055 |