Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.0 KiB |
Average record size in memory | 71.3 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 4 |
Dataset
Description | Sample |
---|---|
Author | 한국청소년활동진흥원 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=5b5c0010-4d93-11ec-9c54-b54b4d3d7cd0 |
base_year has constant value "" | Constant |
yngbgs_dynmc_popltn_mvmn_time has constant value "" | Constant |
wkday_nm has constant value "" | Constant |
seq_no is highly overall correlated with lc_la and 2 other fields | High correlation |
lc_la is highly overall correlated with seq_no and 2 other fields | High correlation |
dynmc_popltn_co is highly overall correlated with seq_no and 1 other fields | High correlation |
era_nm is highly overall correlated with seq_no and 1 other fields | High correlation |
era_nm is highly imbalanced (80.6%) | Imbalance |
seq_no has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 10:07:01.880244 |
---|---|
Analysis finished | 2023-12-10 10:07:06.041425 |
Duration | 4.16 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
seq_no
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 62.29 |
Minimum | 1 |
---|---|
Maximum | 408 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 6.95 |
Q1 | 27.75 |
median | 53.5 |
Q3 | 78.25 |
95-th percentile | 98.05 |
Maximum | 408 |
Range | 407 |
Interquartile range (IQR) | 50.5 |
Descriptive statistics
Standard deviation | 67.134915 |
---|---|
Coefficient of variation (CV) | 1.07778 |
Kurtosis | 19.377914 |
Mean | 62.29 |
Median Absolute Deviation (MAD) | 25.5 |
Skewness | 4.0937361 |
Sum | 6229 |
Variance | 4507.0969 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
9 | 1 | |
10 | 1 | |
11 | 1 | |
12 | 1 |
Value | Count | Frequency (%) |
408 | 1 | |
407 | 1 | |
406 | 1 | |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 |
base_year
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 |
era_nm
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
청소년의달 | |
---|---|
여름방학 | 3 |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.97 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 청소년의달 |
---|---|
2nd row | 여름방학 |
3rd row | 청소년의달 |
4th row | 청소년의달 |
5th row | 청소년의달 |
Common Values
Value | Count | Frequency (%) |
청소년의달 | 97 | |
여름방학 | 3 | 3.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
청소년의달 | 97 | |
여름방학 | 3 | 3.0% |
yngbgs_dynmc_popltn_mvmn_time
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1900 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1900 |
---|---|
2nd row | 1900 |
3rd row | 1900 |
4th row | 1900 |
5th row | 1900 |
Common Values
Value | Count | Frequency (%) |
1900 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1900 | 100 |
wkday_nm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
토요일 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 토요일 |
---|---|
2nd row | 토요일 |
3rd row | 토요일 |
4th row | 토요일 |
5th row | 토요일 |
Common Values
Value | Count | Frequency (%) |
토요일 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
토요일 | 100 |
lc_la
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.518247 |
Minimum | 37.517025 |
---|---|
Maximum | 37.521988 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 37.517025 |
---|---|
5-th percentile | 37.517042 |
Q1 | 37.517504 |
median | 37.518382 |
Q3 | 37.518852 |
95-th percentile | 37.51931 |
Maximum | 37.521988 |
Range | 0.00496294 |
Interquartile range (IQR) | 0.001347685 |
Descriptive statistics
Standard deviation | 0.00087092659 |
---|---|
Coefficient of variation (CV) | 2.3213414 × 10-5 |
Kurtosis | 2.2628792 |
Mean | 37.518247 |
Median Absolute Deviation (MAD) | 0.000487775 |
Skewness | 0.85774228 |
Sum | 3751.8247 |
Variance | 7.5851313 × 10-7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.51842306 | 2 | 2.0% |
37.51702541 | 1 | 1.0% |
37.5184117 | 1 | 1.0% |
37.51884524 | 1 | 1.0% |
37.51884238 | 1 | 1.0% |
37.51883951 | 1 | 1.0% |
37.51883664 | 1 | 1.0% |
37.51883377 | 1 | 1.0% |
37.5188309 | 1 | 1.0% |
37.51882802 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
37.51702541 | 1 | |
37.51703116 | 1 | |
37.51703403 | 1 | |
37.5170369 | 1 | |
37.51703976 | 1 | |
37.51704263 | 1 | |
37.51704834 | 1 | |
37.5170512 | 1 | |
37.51705405 | 1 | |
37.5170569 | 1 |
Value | Count | Frequency (%) |
37.52198835 | 1 | |
37.52067066 | 1 | |
37.5193187 | 1 | |
37.51931586 | 1 | |
37.51931301 | 1 | |
37.51931017 | 1 | |
37.51930732 | 1 | |
37.51930447 | 1 | |
37.51930161 | 1 | |
37.51929875 | 1 |
lc_lo
Real number (ℝ)
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.90242 |
Minimum | 126.89791 |
---|---|
Maximum | 126.90698 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.89791 |
---|---|
5-th percentile | 126.89793 |
Q1 | 126.90018 |
median | 126.90245 |
Q3 | 126.90471 |
95-th percentile | 126.90697 |
Maximum | 126.90698 |
Range | 0.0090704 |
Interquartile range (IQR) | 0.004535175 |
Descriptive statistics
Standard deviation | 0.0027772931 |
---|---|
Coefficient of variation (CV) | 2.1885265 × 10-5 |
Kurtosis | -1.210959 |
Mean | 126.90242 |
Median Absolute Deviation (MAD) | 0.0022685 |
Skewness | 0.012357734 |
Sum | 12690.242 |
Variance | 7.7133567 × 10-6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.9069703 | 2 | 2.0% |
126.8979287 | 1 | 1.0% |
126.9047072 | 1 | 1.0% |
126.9013089 | 1 | 1.0% |
126.9007431 | 1 | 1.0% |
126.9001773 | 1 | 1.0% |
126.8996116 | 1 | 1.0% |
126.8990458 | 1 | 1.0% |
126.89848 | 1 | 1.0% |
126.8979142 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
126.8979106 | 1 | |
126.8979142 | 1 | |
126.8979178 | 1 | |
126.8979215 | 1 | |
126.8979251 | 1 | |
126.8979287 | 1 | |
126.8984764 | 1 | |
126.89848 | 1 | |
126.8984836 | 1 | |
126.8984872 | 1 |
Value | Count | Frequency (%) |
126.906981 | 1 | |
126.9069774 | 1 | |
126.9069738 | 1 | |
126.9069703 | 2 | |
126.9069667 | 1 | |
126.9064152 | 1 | |
126.9064116 | 1 | |
126.9064081 | 1 | |
126.9064045 | 1 | |
126.9064009 | 1 |
dynmc_popltn_co
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 94 |
---|---|
Distinct (%) | 94.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.5449 |
Minimum | 0.04 |
---|---|
Maximum | 135.72 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.04 |
---|---|
5-th percentile | 0.2985 |
Q1 | 1.2 |
median | 3.47 |
Q3 | 15.6275 |
95-th percentile | 33.117 |
Maximum | 135.72 |
Range | 135.68 |
Interquartile range (IQR) | 14.4275 |
Descriptive statistics
Standard deviation | 17.296238 |
---|---|
Coefficient of variation (CV) | 1.6402468 |
Kurtosis | 27.462673 |
Mean | 10.5449 |
Median Absolute Deviation (MAD) | 3.03 |
Skewness | 4.3481668 |
Sum | 1054.49 |
Variance | 299.15985 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.63 | 2 | 2.0% |
0.38 | 2 | 2.0% |
0.04 | 2 | 2.0% |
1.99 | 2 | 2.0% |
1.2 | 2 | 2.0% |
0.4 | 2 | 2.0% |
18.29 | 1 | 1.0% |
4.71 | 1 | 1.0% |
10.01 | 1 | 1.0% |
8.51 | 1 | 1.0% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
0.04 | 2 | |
0.17 | 1 | |
0.26 | 1 | |
0.27 | 1 | |
0.3 | 1 | |
0.31 | 1 | |
0.38 | 2 | |
0.4 | 2 | |
0.42 | 1 | |
0.46 | 1 |
Value | Count | Frequency (%) |
135.72 | 1 | |
53.89 | 1 | |
45.91 | 1 | |
45.73 | 1 | |
44.08 | 1 | |
32.54 | 1 | |
31.1 | 1 | |
30.04 | 1 | |
29.09 | 1 | |
26.48 | 1 |
seq_no | era_nm | lc_la | lc_lo | dynmc_popltn_co | |
---|---|---|---|---|---|
seq_no | 1.000 | 1.000 | 0.898 | 0.000 | 0.356 |
era_nm | 1.000 | 1.000 | 0.747 | 0.000 | 0.000 |
lc_la | 0.898 | 0.747 | 1.000 | 0.000 | 0.297 |
lc_lo | 0.000 | 0.000 | 0.000 | 1.000 | 0.473 |
dynmc_popltn_co | 0.356 | 0.000 | 0.297 | 0.473 | 1.000 |
seq_no | lc_la | lc_lo | dynmc_popltn_co | era_nm | |
---|---|---|---|---|---|
seq_no | 1.000 | 0.993 | 0.069 | 0.559 | 0.990 |
lc_la | 0.993 | 1.000 | 0.049 | 0.563 | 0.788 |
lc_lo | 0.069 | 0.049 | 1.000 | 0.370 | 0.000 |
dynmc_popltn_co | 0.559 | 0.563 | 0.370 | 1.000 | 0.000 |
era_nm | 0.990 | 0.788 | 0.000 | 0.000 | 1.000 |
seq_no | base_year | era_nm | yngbgs_dynmc_popltn_mvmn_time | wkday_nm | lc_la | lc_lo | dynmc_popltn_co | |
---|---|---|---|---|---|---|---|---|
0 | 1 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517025 | 126.897929 | 2.87 |
1 | 406 | 2019 | 여름방학 | 1900 | 토요일 | 37.520671 | 126.905821 | 9.26 |
2 | 3 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517031 | 126.89906 | 2.67 |
3 | 4 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517034 | 126.899626 | 1.9 |
4 | 5 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517037 | 126.900192 | 0.81 |
5 | 6 | 2019 | 청소년의달 | 1900 | 토요일 | 37.51704 | 126.900757 | 0.04 |
6 | 7 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517043 | 126.901323 | 0.42 |
7 | 407 | 2019 | 여름방학 | 1900 | 토요일 | 37.518423 | 126.90697 | 7.27 |
8 | 9 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517048 | 126.902455 | 0.75 |
9 | 10 | 2019 | 청소년의달 | 1900 | 토요일 | 37.517051 | 126.903021 | 1.71 |
seq_no | base_year | era_nm | yngbgs_dynmc_popltn_mvmn_time | wkday_nm | lc_la | lc_lo | dynmc_popltn_co | |
---|---|---|---|---|---|---|---|---|
90 | 91 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519293 | 126.90074 | 32.54 |
91 | 92 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519296 | 126.901305 | 45.73 |
92 | 93 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519299 | 126.901871 | 30.04 |
93 | 94 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519302 | 126.902437 | 23.13 |
94 | 95 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519304 | 126.903003 | 11.8 |
95 | 96 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519307 | 126.903569 | 13.72 |
96 | 97 | 2019 | 청소년의달 | 1900 | 토요일 | 37.51931 | 126.904134 | 53.89 |
97 | 98 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519313 | 126.9047 | 45.91 |
98 | 99 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519316 | 126.905266 | 135.72 |
99 | 100 | 2019 | 청소년의달 | 1900 | 토요일 | 37.519319 | 126.905832 | 26.48 |