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 | 5.4 KiB |
Average record size in memory | 55.3 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 5 |
Dataset
Description | Sample |
---|---|
Author | 국민체육진흥공단 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=0ee44ee7-04db-48db-8c8d-7d17fa880758 |
tms is highly overall correlated with max_race_day | High correlation |
day_ord is highly overall correlated with cycle_keep | High correlation |
cycle_keep is highly overall correlated with day_ord and 1 other fields | High correlation |
max_race_day is highly overall correlated with tms and 1 other fields | High correlation |
stnd_year is highly overall correlated with cycle_keep and 1 other fields | High correlation |
stnd_year is highly imbalanced (80.6%) | Imbalance |
day_ord has 17 (17.0%) zeros | Zeros |
cycle_keep has 32 (32.0%) zeros | Zeros |
cycle_out has 77 (77.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 10:07:34.250654 |
---|---|
Analysis finished | 2023-12-10 10:07:39.145359 |
Duration | 4.89 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
stnd_year
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2019 | |
---|---|
2021 | 3 |
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 | 2021 |
3rd row | 2019 |
4th row | 2019 |
5th row | 2019 |
Common Values
Value | Count | Frequency (%) |
2019 | 97 | |
2021 | 3 | 3.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 97 | |
2021 | 3 | 3.0% |
tms
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 17.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.71 |
Minimum | 10 |
---|---|
Maximum | 51 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 10 |
Q1 | 13 |
median | 40 |
Q3 | 45 |
95-th percentile | 50.05 |
Maximum | 51 |
Range | 41 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 15.956567 |
---|---|
Coefficient of variation (CV) | 0.51958863 |
Kurtosis | -1.8313145 |
Mean | 30.71 |
Median Absolute Deviation (MAD) | 10 |
Skewness | -0.20259673 |
Sum | 3071 |
Variance | 254.61202 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12 | 9 | 9.0% |
45 | 6 | 6.0% |
13 | 6 | 6.0% |
15 | 6 | 6.0% |
39 | 6 | 6.0% |
40 | 6 | 6.0% |
47 | 6 | 6.0% |
14 | 6 | 6.0% |
41 | 6 | 6.0% |
43 | 6 | 6.0% |
Other values (7) | 37 |
Value | Count | Frequency (%) |
10 | 6 | |
11 | 6 | |
12 | 9 | |
13 | 6 | |
14 | 6 | |
15 | 6 | |
16 | 4 | |
39 | 6 | |
40 | 6 | |
41 | 6 |
Value | Count | Frequency (%) |
51 | 5 | |
50 | 5 | |
47 | 6 | |
46 | 6 | |
45 | 6 | |
43 | 6 | |
42 | 5 | |
41 | 6 | |
40 | 6 | |
39 | 6 |
day_ord
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.49 |
Minimum | 0 |
---|---|
Maximum | 5 |
Zeros | 17 |
Zeros (%) | 17.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 2.5 |
Q3 | 4 |
95-th percentile | 5 |
Maximum | 5 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.6966693 |
---|---|
Coefficient of variation (CV) | 0.68139331 |
Kurtosis | -1.2179 |
Mean | 2.49 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | -0.007808584 |
Sum | 249 |
Variance | 2.8786869 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 18 | |
3 | 18 | |
0 | 17 | |
4 | 16 | |
5 | 16 | |
1 | 15 |
Value | Count | Frequency (%) |
0 | 17 | |
1 | 15 | |
2 | 18 | |
3 | 18 | |
4 | 16 | |
5 | 16 |
Value | Count | Frequency (%) |
5 | 16 | |
4 | 16 | |
3 | 18 | |
2 | 18 | |
1 | 15 | |
0 | 17 |
cycle_keep
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78.16 |
Minimum | 0 |
---|---|
Maximum | 132 |
Zeros | 32 |
Zeros (%) | 32.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 111 |
Q3 | 125 |
95-th percentile | 132 |
Maximum | 132 |
Range | 132 |
Interquartile range (IQR) | 125 |
Descriptive statistics
Standard deviation | 55.815301 |
---|---|
Coefficient of variation (CV) | 0.71411593 |
Kurtosis | -1.5239029 |
Mean | 78.16 |
Median Absolute Deviation (MAD) | 14.5 |
Skewness | -0.62628711 |
Sum | 7816 |
Variance | 3115.3479 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 32 | |
111 | 16 | |
125 | 12 | 12.0% |
132 | 10 | 10.0% |
112 | 6 | 6.0% |
119 | 5 | 5.0% |
105 | 5 | 5.0% |
126 | 4 | 4.0% |
106 | 3 | 3.0% |
46 | 2 | 2.0% |
Other values (5) | 5 | 5.0% |
Value | Count | Frequency (%) |
0 | 32 | |
42 | 1 | 1.0% |
46 | 2 | 2.0% |
105 | 5 | 5.0% |
106 | 3 | 3.0% |
108 | 1 | 1.0% |
110 | 1 | 1.0% |
111 | 16 | |
112 | 6 | 6.0% |
119 | 5 | 5.0% |
Value | Count | Frequency (%) |
132 | 10 | |
130 | 1 | 1.0% |
126 | 4 | 4.0% |
125 | 12 | |
124 | 1 | 1.0% |
119 | 5 | 5.0% |
112 | 6 | 6.0% |
111 | 16 | |
110 | 1 | 1.0% |
108 | 1 | 1.0% |
cycle_out
Real number (ℝ)
ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.03 |
Minimum | 0 |
---|---|
Maximum | 6 |
Zeros | 77 |
Zeros (%) | 77.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 6 |
Maximum | 6 |
Range | 6 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 2.0619448 |
---|---|
Coefficient of variation (CV) | 2.0018881 |
Kurtosis | 1.2270033 |
Mean | 1.03 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.7084716 |
Sum | 103 |
Variance | 4.2516162 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 77 | |
6 | 10 | 10.0% |
4 | 4 | 4.0% |
5 | 3 | 3.0% |
1 | 2 | 2.0% |
2 | 2 | 2.0% |
3 | 2 | 2.0% |
Value | Count | Frequency (%) |
0 | 77 | |
1 | 2 | 2.0% |
2 | 2 | 2.0% |
3 | 2 | 2.0% |
4 | 4 | 4.0% |
5 | 3 | 3.0% |
6 | 10 | 10.0% |
Value | Count | Frequency (%) |
6 | 10 | 10.0% |
5 | 3 | 3.0% |
4 | 4 | 4.0% |
3 | 2 | 2.0% |
2 | 2 | 2.0% |
1 | 2 | 2.0% |
0 | 77 |
max_race_day
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 18.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20191382 |
Minimum | 20190310 |
---|---|
Maximum | 20210321 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20190310 |
---|---|
5-th percentile | 20190310 |
Q1 | 20190407 |
median | 20191013 |
Q3 | 20191119 |
95-th percentile | 20191229 |
Maximum | 20210321 |
Range | 20011 |
Interquartile range (IQR) | 711.75 |
Descriptive statistics
Standard deviation | 3367.9001 |
---|---|
Coefficient of variation (CV) | 0.00016679889 |
Kurtosis | 29.109376 |
Mean | 20191382 |
Median Absolute Deviation (MAD) | 209 |
Skewness | 5.4868994 |
Sum | 2.0191382 × 109 |
Variance | 11342751 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20191117 | 6 | 6.0% |
20190324 | 6 | 6.0% |
20190414 | 6 | 6.0% |
20191006 | 6 | 6.0% |
20191013 | 6 | 6.0% |
20191201 | 6 | 6.0% |
20190407 | 6 | 6.0% |
20191020 | 6 | 6.0% |
20191103 | 6 | 6.0% |
20190331 | 6 | 6.0% |
Other values (8) | 40 |
Value | Count | Frequency (%) |
20190310 | 6 | |
20190317 | 6 | |
20190324 | 6 | |
20190331 | 6 | |
20190407 | 6 | |
20190414 | 6 | |
20190421 | 4 | |
20191006 | 6 | |
20191013 | 6 | |
20191020 | 6 |
Value | Count | Frequency (%) |
20210321 | 3 | |
20191229 | 5 | |
20191222 | 5 | |
20191201 | 6 | |
20191124 | 6 | |
20191117 | 6 | |
20191103 | 6 | |
20191027 | 5 | |
20191020 | 6 | |
20191013 | 6 |
stnd_year | tms | day_ord | cycle_keep | cycle_out | max_race_day | |
---|---|---|---|---|---|---|
stnd_year | 1.000 | 0.126 | 0.000 | 1.000 | 0.109 | 0.963 |
tms | 0.126 | 1.000 | 0.000 | 0.735 | 0.000 | 0.166 |
day_ord | 0.000 | 0.000 | 1.000 | 0.670 | 0.635 | 0.000 |
cycle_keep | 1.000 | 0.735 | 0.670 | 1.000 | 0.199 | 1.000 |
cycle_out | 0.109 | 0.000 | 0.635 | 0.199 | 1.000 | 0.089 |
max_race_day | 0.963 | 0.166 | 0.000 | 1.000 | 0.089 | 1.000 |
tms | day_ord | cycle_keep | cycle_out | max_race_day | stnd_year | |
---|---|---|---|---|---|---|
tms | 1.000 | 0.050 | 0.269 | -0.011 | 0.874 | 0.150 |
day_ord | 0.050 | 1.000 | -0.751 | -0.227 | 0.024 | 0.000 |
cycle_keep | 0.269 | -0.751 | 1.000 | 0.359 | 0.210 | 0.985 |
cycle_out | -0.011 | -0.227 | 0.359 | 1.000 | 0.004 | 0.111 |
max_race_day | 0.874 | 0.024 | 0.210 | 0.004 | 1.000 | 0.826 |
stnd_year | 0.150 | 0.000 | 0.985 | 0.111 | 0.826 | 1.000 |
stnd_year | tms | day_ord | cycle_keep | cycle_out | max_race_day | |
---|---|---|---|---|---|---|
0 | 2019 | 42 | 0 | 132 | 0 | 20191027 |
1 | 2021 | 12 | 1 | 46 | 0 | 20210321 |
2 | 2019 | 42 | 2 | 132 | 6 | 20191027 |
3 | 2019 | 42 | 3 | 126 | 0 | 20191027 |
4 | 2019 | 42 | 4 | 0 | 0 | 20191027 |
5 | 2019 | 42 | 5 | 0 | 0 | 20191027 |
6 | 2019 | 51 | 0 | 125 | 0 | 20191229 |
7 | 2021 | 12 | 2 | 46 | 4 | 20210321 |
8 | 2019 | 51 | 2 | 125 | 6 | 20191229 |
9 | 2019 | 51 | 3 | 119 | 0 | 20191229 |
stnd_year | tms | day_ord | cycle_keep | cycle_out | max_race_day | |
---|---|---|---|---|---|---|
90 | 2019 | 15 | 0 | 112 | 0 | 20190414 |
91 | 2019 | 15 | 1 | 112 | 0 | 20190414 |
92 | 2019 | 15 | 2 | 112 | 6 | 20190414 |
93 | 2019 | 15 | 3 | 106 | 0 | 20190414 |
94 | 2019 | 15 | 4 | 0 | 0 | 20190414 |
95 | 2019 | 15 | 5 | 0 | 0 | 20190414 |
96 | 2019 | 16 | 0 | 111 | 0 | 20190421 |
97 | 2019 | 16 | 1 | 111 | 0 | 20190421 |
98 | 2019 | 16 | 2 | 111 | 4 | 20190421 |
99 | 2019 | 16 | 3 | 106 | 0 | 20190421 |