Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.0 KiB |
Average record size in memory | 51.3 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 1 |
Dataset
Description | Sample |
---|---|
Author | 한국문화정보원 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=3a016730-628e-11ea-8b67-7b32ce18203a |
Reproduction
Analysis started | 2023-12-10 10:14:32.324491 |
---|---|
Analysis finished | 2023-12-10 10:14:33.427709 |
Duration | 1.1 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
Survey_Date_DE
Categorical
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2019-12-16 | |
---|---|
2019-12-17 | |
2019-12-18 | |
2019-12-19 | |
2019-12-20 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019-12-16 |
---|---|
2nd row | 2019-12-16 |
3rd row | 2019-12-16 |
4th row | 2019-12-16 |
5th row | 2019-12-16 |
Common Values
Value | Count | Frequency (%) |
2019-12-16 | 19 | |
2019-12-17 | 19 | |
2019-12-18 | 19 | |
2019-12-19 | 19 | |
2019-12-20 | 19 | |
2019-12-21 | 5 | 5.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019-12-16 | 19 | |
2019-12-17 | 19 | |
2019-12-18 | 19 | |
2019-12-19 | 19 | |
2019-12-20 | 19 | |
2019-12-21 | 5 | 5.0% |
Country_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
id |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | id |
---|---|
2nd row | id |
3rd row | id |
4th row | id |
5th row | id |
Common Values
Value | Count | Frequency (%) |
id | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
id | 100 |
Artist_NM
Categorical
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 19.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
BTS(방탄소년단) | 6 |
---|---|
Stray Kids | 6 |
MAMAMOO (마마무) | 6 |
EXO(엑소) | 6 |
TWICE(트와이스) | 6 |
Other values (14) |
Length
Max length | 19 |
---|---|
Median length | 13 |
Mean length | 10.71 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | BTS(방탄소년단) |
---|---|
2nd row | EXO(엑소) |
3rd row | TWICE(트와이스) |
4th row | Stray Kids |
5th row | MAMAMOO (마마무) |
Common Values
Value | Count | Frequency (%) |
BTS(방탄소년단) | 6 | 6.0% |
Stray Kids | 6 | 6.0% |
MAMAMOO (마마무) | 6 | 6.0% |
EXO(엑소) | 6 | 6.0% |
TWICE(트와이스) | 6 | 6.0% |
GOT7 | 5 | 5.0% |
Red Velvet(레드벨벳) | 5 | 5.0% |
SEVENTEEN(세븐틴) | 5 | 5.0% |
SUPER JUNIOR(슈퍼주니어) | 5 | 5.0% |
TOMORROW X TOGETHER | 5 | 5.0% |
Other values (9) | 45 |
Length
Value | Count | Frequency (%) |
bts(방탄소년단 | 6 | 3.9% |
kids | 6 | 3.9% |
mamamoo | 6 | 3.9% |
마마무 | 6 | 3.9% |
exo(엑소 | 6 | 3.9% |
twice(트와이스 | 6 | 3.9% |
stray | 6 | 3.9% |
오마이걸(oh | 5 | 3.3% |
nct | 5 | 3.3% |
winner | 5 | 3.3% |
Other values (19) | 95 |
Views_CO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 213860.48 |
Minimum | 4165 |
---|---|
Maximum | 1501737 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 4165 |
---|---|
5-th percentile | 7938.6 |
Q1 | 33862 |
median | 84130 |
Q3 | 143348 |
95-th percentile | 1283790.9 |
Maximum | 1501737 |
Range | 1497572 |
Interquartile range (IQR) | 109486 |
Descriptive statistics
Standard deviation | 346605.56 |
---|---|
Coefficient of variation (CV) | 1.6207088 |
Kurtosis | 5.1821605 |
Mean | 213860.48 |
Median Absolute Deviation (MAD) | 54071 |
Skewness | 2.466564 |
Sum | 21386048 |
Variance | 1.2013542 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1293062 | 1 | 1.0% |
103146 | 1 | 1.0% |
8683 | 1 | 1.0% |
16893 | 1 | 1.0% |
32864 | 1 | 1.0% |
33967 | 1 | 1.0% |
35813 | 1 | 1.0% |
53721 | 1 | 1.0% |
70694 | 1 | 1.0% |
80697 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
4165 | 1 | |
4177 | 1 | |
4586 | 1 | |
4751 | 1 | |
6164 | 1 | |
8032 | 1 | |
8275 | 1 | |
8382 | 1 | |
8434 | 1 | |
8683 | 1 |
Value | Count | Frequency (%) |
1501737 | 1 | |
1348766 | 1 | |
1343791 | 1 | |
1322870 | 1 | |
1293062 | 1 | |
1283303 | 1 | |
943679 | 1 | |
865626 | 1 | |
836445 | 1 | |
781580 | 1 |
FILE_NAME
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
KC_YOUTUBE_VIEW_ID_2019 |
---|
Length
Max length | 23 |
---|---|
Median length | 23 |
Mean length | 23 |
Min length | 23 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | KC_YOUTUBE_VIEW_ID_2019 |
---|---|
2nd row | KC_YOUTUBE_VIEW_ID_2019 |
3rd row | KC_YOUTUBE_VIEW_ID_2019 |
4th row | KC_YOUTUBE_VIEW_ID_2019 |
5th row | KC_YOUTUBE_VIEW_ID_2019 |
Common Values
Value | Count | Frequency (%) |
KC_YOUTUBE_VIEW_ID_2019 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
kc_youtube_view_id_2019 | 100 |
BASE_YMD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2019 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019 |
---|---|
2nd row | 2019 |
3rd row | 2019 |
4th row | 2019 |
5th row | 2019 |
Common Values
Value | Count | Frequency (%) |
2019 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 100 |
Survey_Date_DE | Artist_NM | Views_CO | |
---|---|---|---|
Survey_Date_DE | 1.000 | 0.000 | 0.365 |
Artist_NM | 0.000 | 1.000 | 0.858 |
Views_CO | 0.365 | 0.858 | 1.000 |
Survey_Date_DE | Artist_NM | |
---|---|---|
Survey_Date_DE | 1.000 | 0.000 |
Artist_NM | 0.000 | 1.000 |
Views_CO | Survey_Date_DE | Artist_NM | |
---|---|---|---|
Views_CO | 1.000 | 0.208 | 0.551 |
Survey_Date_DE | 0.208 | 1.000 | 0.000 |
Artist_NM | 0.551 | 0.000 | 1.000 |
Survey_Date_DE | Country_CD | Artist_NM | Views_CO | FILE_NAME | BASE_YMD | |
---|---|---|---|---|---|---|
0 | 2019-12-16 | id | BTS(방탄소년단) | 1293062 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
1 | 2019-12-16 | id | EXO(엑소) | 943679 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
2 | 2019-12-16 | id | TWICE(트와이스) | 377974 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
3 | 2019-12-16 | id | Stray Kids | 224515 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
4 | 2019-12-16 | id | MAMAMOO (마마무) | 147182 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
5 | 2019-12-16 | id | Red Velvet(레드벨벳) | 140825 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
6 | 2019-12-16 | id | SEVENTEEN(세븐틴) | 117005 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
7 | 2019-12-16 | id | SUPER JUNIOR(슈퍼주니어) | 107402 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
8 | 2019-12-16 | id | TOMORROW X TOGETHER | 87739 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
9 | 2019-12-16 | id | IZ*ONE (아이즈원) | 85370 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
Survey_Date_DE | Country_CD | Artist_NM | Views_CO | FILE_NAME | BASE_YMD | |
---|---|---|---|---|---|---|
90 | 2019-12-20 | id | WINNER | 32897 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
91 | 2019-12-20 | id | NCT | 26877 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
92 | 2019-12-20 | id | CLC | 14463 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
93 | 2019-12-20 | id | 오마이걸(OH MY GIRL) | 8032 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
94 | 2019-12-20 | id | Blackpink | 4165 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
95 | 2019-12-21 | id | BTS(방탄소년단) | 1348766 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
96 | 2019-12-21 | id | EXO(엑소) | 690453 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
97 | 2019-12-21 | id | TWICE(트와이스) | 369605 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
98 | 2019-12-21 | id | MAMAMOO (마마무) | 163478 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |
99 | 2019-12-21 | id | Stray Kids | 156051 | KC_YOUTUBE_VIEW_ID_2019 | 2019 |