Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 30 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.9 KiB |
Average record size in memory | 64.4 B |
Variable types
Text | 1 |
---|---|
DateTime | 1 |
Numeric | 4 |
Categorical | 1 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한양대 |
URL | https://bigdata-region.kr/#/dataset/d46686df-a178-4088-af71-d0c63c16ab89 |
수집일자 has constant value "" | Constant |
채널명 has constant value "" | Constant |
영상덧글수 is highly overall correlated with 영상좋아요수 and 2 other fields | High correlation |
영상좋아요수 is highly overall correlated with 영상덧글수 and 2 other fields | High correlation |
영상싫어요수 is highly overall correlated with 영상덧글수 and 2 other fields | High correlation |
영상조회수 is highly overall correlated with 영상덧글수 and 2 other fields | High correlation |
영상경로명 has unique values | Unique |
영상조회수 has unique values | Unique |
영상덧글수 has 5 (16.7%) zeros | Zeros |
영상싫어요수 has 8 (26.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 14:01:34.786055 |
---|---|
Analysis finished | 2023-12-10 14:01:37.656034 |
Duration | 2.87 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
영상경로명
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=2RH_HLImyPI |
---|---|
2nd row | https://www.youtube.com/watch?v=h7_Cwbw1Kcs |
3rd row | https://www.youtube.com/watch?v=mPkQhidX1kY |
4th row | https://www.youtube.com/watch?v=KlkVQMrZ7Xg |
5th row | https://www.youtube.com/watch?v=gNA5Cm5Ydsc |
Value | Count | Frequency (%) |
https://www.youtube.com/watch?v=2rh_hlimypi | 1 | 3.3% |
https://www.youtube.com/watch?v=h7_cwbw1kcs | 1 | 3.3% |
https://www.youtube.com/watch?v=rtmcng28rv4 | 1 | 3.3% |
https://www.youtube.com/watch?v=otn49e1d3ai | 1 | 3.3% |
https://www.youtube.com/watch?v=8x_x2nzzuwq | 1 | 3.3% |
https://www.youtube.com/watch?v=brav_ls5-xe | 1 | 3.3% |
https://www.youtube.com/watch?v=ggbwbzxpzng | 1 | 3.3% |
https://www.youtube.com/watch?v=o3_r9qjwo5i | 1 | 3.3% |
https://www.youtube.com/watch?v=jzk-sq0b9t8 | 1 | 3.3% |
https://www.youtube.com/watch?v=uxtjoxm3yc8 | 1 | 3.3% |
Other values (20) | 20 |
Most occurring characters
Value | Count | Frequency (%) |
w | 130 | 10.1% |
t | 124 | 9.6% |
/ | 90 | 7.0% |
o | 66 | 5.1% |
h | 66 | 5.1% |
c | 64 | 5.0% |
u | 63 | 4.9% |
. | 60 | 4.7% |
m | 38 | 2.9% |
v | 36 | 2.8% |
Other values (59) | 553 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 844 | |
Other Punctuation | 210 | 16.3% |
Uppercase Letter | 135 | 10.5% |
Decimal Number | 60 | 4.7% |
Math Symbol | 30 | 2.3% |
Connector Punctuation | 6 | 0.5% |
Dash Punctuation | 5 | 0.4% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
w | 130 | |
t | 124 | |
o | 66 | 7.8% |
h | 66 | 7.8% |
c | 64 | 7.6% |
u | 63 | 7.5% |
m | 38 | 4.5% |
v | 36 | 4.3% |
b | 36 | 4.3% |
y | 35 | 4.1% |
Other values (16) | 186 |
Uppercase Letter
Value | Count | Frequency (%) |
Q | 11 | 8.1% |
I | 11 | 8.1% |
Z | 10 | 7.4% |
E | 9 | 6.7% |
N | 8 | 5.9% |
X | 7 | 5.2% |
H | 7 | 5.2% |
S | 6 | 4.4% |
Y | 6 | 4.4% |
J | 6 | 4.4% |
Other values (16) | 54 |
Decimal Number
Value | Count | Frequency (%) |
5 | 11 | |
4 | 7 | |
8 | 7 | |
2 | 7 | |
3 | 6 | |
9 | 6 | |
0 | 6 | |
1 | 5 | |
6 | 3 | 5.0% |
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 (%) |
- | 5 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 979 | |
Common | 311 | 24.1% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
w | 130 | |
t | 124 | 12.7% |
o | 66 | 6.7% |
h | 66 | 6.7% |
c | 64 | 6.5% |
u | 63 | 6.4% |
m | 38 | 3.9% |
v | 36 | 3.7% |
b | 36 | 3.7% |
y | 35 | 3.6% |
Other values (42) | 321 |
Common
Value | Count | Frequency (%) |
/ | 90 | |
. | 60 | |
= | 30 | 9.6% |
: | 30 | 9.6% |
? | 30 | 9.6% |
5 | 11 | 3.5% |
4 | 7 | 2.3% |
8 | 7 | 2.3% |
2 | 7 | 2.3% |
_ | 6 | 1.9% |
Other values (7) | 33 | 10.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1290 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
w | 130 | 10.1% |
t | 124 | 9.6% |
/ | 90 | 7.0% |
o | 66 | 5.1% |
h | 66 | 5.1% |
c | 64 | 5.0% |
u | 63 | 4.9% |
. | 60 | 4.7% |
m | 38 | 2.9% |
v | 36 | 2.8% |
Other values (59) | 553 |
수집일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
Minimum | 2020-08-01 00:00:00 |
---|---|
Maximum | 2020-08-01 00:00:00 |
영상덧글수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 16 |
---|---|
Distinct (%) | 53.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 122.63333 |
Minimum | 0 |
---|---|
Maximum | 3326 |
Zeros | 5 |
Zeros (%) | 16.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 3 |
Q3 | 9.25 |
95-th percentile | 115.65 |
Maximum | 3326 |
Range | 3326 |
Interquartile range (IQR) | 8.25 |
Descriptive statistics
Standard deviation | 605.84649 |
---|---|
Coefficient of variation (CV) | 4.9403084 |
Kurtosis | 29.818631 |
Mean | 122.63333 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 5.453894 |
Sum | 3679 |
Variance | 367049.96 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | |
0 | 5 | |
2 | 4 | |
4 | 3 | |
3 | 2 | 6.7% |
48 | 1 | 3.3% |
6 | 1 | 3.3% |
171 | 1 | 3.3% |
7 | 1 | 3.3% |
19 | 1 | 3.3% |
Other values (6) | 6 |
Value | Count | Frequency (%) |
0 | 5 | |
1 | 5 | |
2 | 4 | |
3 | 2 | 6.7% |
4 | 3 | |
5 | 1 | 3.3% |
6 | 1 | 3.3% |
7 | 1 | 3.3% |
10 | 1 | 3.3% |
11 | 1 | 3.3% |
Value | Count | Frequency (%) |
3326 | 1 | |
171 | 1 | |
48 | 1 | |
24 | 1 | |
21 | 1 | |
19 | 1 | |
11 | 1 | |
10 | 1 | |
7 | 1 | |
6 | 1 |
영상좋아요수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 342.53333 |
Minimum | 4 |
---|---|
Maximum | 4717 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 7 |
Q1 | 13 |
median | 18 |
Q3 | 85 |
95-th percentile | 2254.05 |
Maximum | 4717 |
Range | 4713 |
Interquartile range (IQR) | 72 |
Descriptive statistics
Standard deviation | 1002.2844 |
---|---|
Coefficient of variation (CV) | 2.926093 |
Kurtosis | 13.606964 |
Mean | 342.53333 |
Median Absolute Deviation (MAD) | 11 |
Skewness | 3.6382023 |
Sum | 10276 |
Variance | 1004574 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 3 | 10.0% |
7 | 3 | 10.0% |
13 | 2 | 6.7% |
166 | 1 | 3.3% |
73 | 1 | 3.3% |
8 | 1 | 3.3% |
44 | 1 | 3.3% |
1643 | 1 | 3.3% |
4 | 1 | 3.3% |
9 | 1 | 3.3% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
4 | 1 | 3.3% |
7 | 3 | |
8 | 1 | 3.3% |
9 | 1 | 3.3% |
11 | 1 | 3.3% |
13 | 2 | |
14 | 1 | 3.3% |
15 | 3 | |
16 | 1 | 3.3% |
17 | 1 | 3.3% |
Value | Count | Frequency (%) |
4717 | 1 | |
2754 | 1 | |
1643 | 1 | |
166 | 1 | |
164 | 1 | |
155 | 1 | |
124 | 1 | |
89 | 1 | |
73 | 1 | |
62 | 1 |
영상싫어요수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.533333 |
Minimum | 0 |
---|---|
Maximum | 403 |
Zeros | 8 |
Zeros (%) | 26.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.25 |
median | 1.5 |
Q3 | 3.75 |
95-th percentile | 104.05 |
Maximum | 403 |
Range | 403 |
Interquartile range (IQR) | 3.5 |
Descriptive statistics
Standard deviation | 78.505758 |
---|---|
Coefficient of variation (CV) | 3.6457782 |
Kurtosis | 20.88732 |
Mean | 21.533333 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 4.482595 |
Sum | 646 |
Variance | 6163.154 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8 | |
1 | 7 | |
2 | 5 | |
4 | 2 | 6.7% |
5 | 2 | 6.7% |
3 | 2 | 6.7% |
9 | 1 | 3.3% |
172 | 1 | 3.3% |
403 | 1 | 3.3% |
21 | 1 | 3.3% |
Value | Count | Frequency (%) |
0 | 8 | |
1 | 7 | |
2 | 5 | |
3 | 2 | 6.7% |
4 | 2 | 6.7% |
5 | 2 | 6.7% |
9 | 1 | 3.3% |
21 | 1 | 3.3% |
172 | 1 | 3.3% |
403 | 1 | 3.3% |
Value | Count | Frequency (%) |
403 | 1 | 3.3% |
172 | 1 | 3.3% |
21 | 1 | 3.3% |
9 | 1 | 3.3% |
5 | 2 | 6.7% |
4 | 2 | 6.7% |
3 | 2 | 6.7% |
2 | 5 | |
1 | 7 | |
0 | 8 |
영상조회수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35761.333 |
Minimum | 510 |
---|---|
Maximum | 646841 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 510 |
---|---|
5-th percentile | 639.65 |
Q1 | 1471.25 |
median | 1749.5 |
Q3 | 3332.25 |
95-th percentile | 195242.65 |
Maximum | 646841 |
Range | 646331 |
Interquartile range (IQR) | 1861 |
Descriptive statistics
Standard deviation | 129778.48 |
---|---|
Coefficient of variation (CV) | 3.6290169 |
Kurtosis | 18.596175 |
Mean | 35761.333 |
Median Absolute Deviation (MAD) | 587 |
Skewness | 4.2576413 |
Sum | 1072840 |
Variance | 1.6842455 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1548 | 1 | 3.3% |
1758 | 1 | 3.3% |
1211 | 1 | 3.3% |
1421 | 1 | 3.3% |
3414 | 1 | 3.3% |
3087 | 1 | 3.3% |
34146 | 1 | 3.3% |
551 | 1 | 3.3% |
1741 | 1 | 3.3% |
748 | 1 | 3.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
510 | 1 | |
551 | 1 | |
748 | 1 | |
1127 | 1 | |
1196 | 1 | |
1211 | 1 | |
1421 | 1 | |
1448 | 1 | |
1541 | 1 | |
1548 | 1 |
Value | Count | Frequency (%) |
646841 | 1 | |
327049 | 1 | |
34146 | 1 | |
10231 | 1 | |
7101 | 1 | |
4284 | 1 | |
3809 | 1 | |
3414 | 1 | |
3087 | 1 | |
2782 | 1 |
채널명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
SBS Entertainment |
---|
Length
Max length | 17 |
---|---|
Median length | 17 |
Mean length | 17 |
Min length | 17 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | SBS Entertainment |
---|---|
2nd row | SBS Entertainment |
3rd row | SBS Entertainment |
4th row | SBS Entertainment |
5th row | SBS Entertainment |
Common Values
Value | Count | Frequency (%) |
SBS Entertainment | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
sbs | 30 | |
entertainment | 30 |
영상경로명 | 영상덧글수 | 영상좋아요수 | 영상싫어요수 | 영상조회수 | |
---|---|---|---|---|---|
영상경로명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영상덧글수 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영상좋아요수 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영상싫어요수 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영상조회수 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
영상덧글수 | 영상좋아요수 | 영상싫어요수 | 영상조회수 | |
---|---|---|---|---|
영상덧글수 | 1.000 | 0.679 | 0.547 | 0.512 |
영상좋아요수 | 0.679 | 1.000 | 0.609 | 0.692 |
영상싫어요수 | 0.547 | 0.609 | 1.000 | 0.674 |
영상조회수 | 0.512 | 0.692 | 0.674 | 1.000 |
영상경로명 | 수집일자 | 영상덧글수 | 영상좋아요수 | 영상싫어요수 | 영상조회수 | 채널명 | |
---|---|---|---|---|---|---|---|
0 | https://www.youtube.com/watch?v=2RH_HLImyPI | 2020-08-01 | 48 | 166 | 9 | 1548 | SBS Entertainment |
1 | https://www.youtube.com/watch?v=h7_Cwbw1Kcs | 2020-08-01 | 11 | 124 | 4 | 1679 | SBS Entertainment |
2 | https://www.youtube.com/watch?v=mPkQhidX1kY | 2020-08-01 | 24 | 164 | 5 | 7101 | SBS Entertainment |
3 | https://www.youtube.com/watch?v=KlkVQMrZ7Xg | 2020-08-01 | 3326 | 2754 | 172 | 327049 | SBS Entertainment |
4 | https://www.youtube.com/watch?v=gNA5Cm5Ydsc | 2020-08-01 | 21 | 155 | 4 | 3809 | SBS Entertainment |
5 | https://www.youtube.com/watch?v=Ho-8E5MfrNg | 2020-08-01 | 1 | 15 | 0 | 1448 | SBS Entertainment |
6 | https://www.youtube.com/watch?v=NjaQBlLEQ-Q | 2020-08-01 | 5 | 29 | 1 | 4284 | SBS Entertainment |
7 | https://www.youtube.com/watch?v=02EH_iv5vXU | 2020-08-01 | 2 | 15 | 3 | 2084 | SBS Entertainment |
8 | https://www.youtube.com/watch?v=hfmpIWDh5ew | 2020-08-01 | 2 | 16 | 1 | 1554 | SBS Entertainment |
9 | https://www.youtube.com/watch?v=9KcsBZ9v22A | 2020-08-01 | 1 | 13 | 1 | 1196 | SBS Entertainment |
영상경로명 | 수집일자 | 영상덧글수 | 영상좋아요수 | 영상싫어요수 | 영상조회수 | 채널명 | |
---|---|---|---|---|---|---|---|
20 | https://www.youtube.com/watch?v=okF9I5lEoQE | 2020-08-01 | 7 | 17 | 2 | 2370 | SBS Entertainment |
21 | https://www.youtube.com/watch?v=UXtjoxm3YC8 | 2020-08-01 | 1 | 11 | 2 | 2256 | SBS Entertainment |
22 | https://www.youtube.com/watch?v=JZk-SQ0b9T8 | 2020-08-01 | 0 | 7 | 1 | 748 | SBS Entertainment |
23 | https://www.youtube.com/watch?v=O3_R9QJwO5I | 2020-08-01 | 0 | 9 | 2 | 1741 | SBS Entertainment |
24 | https://www.youtube.com/watch?v=GgbWbZxPZNg | 2020-08-01 | 2 | 4 | 1 | 551 | SBS Entertainment |
25 | https://www.youtube.com/watch?v=BraV_lS5-XE | 2020-08-01 | 171 | 1643 | 21 | 34146 | SBS Entertainment |
26 | https://www.youtube.com/watch?v=8X_x2nZZUwQ | 2020-08-01 | 3 | 15 | 2 | 3087 | SBS Entertainment |
27 | https://www.youtube.com/watch?v=oTn49e1d3AI | 2020-08-01 | 6 | 44 | 3 | 3414 | SBS Entertainment |
28 | https://www.youtube.com/watch?v=rtmCNG28rv4 | 2020-08-01 | 0 | 13 | 0 | 1421 | SBS Entertainment |
29 | https://www.youtube.com/watch?v=yHcjhLzuEwU | 2020-08-01 | 1 | 8 | 0 | 1211 | SBS Entertainment |