Dataset info
Number of variables | 7 |
---|---|
Number of observations | 106746 |
Total Missing (%) | 14.3% |
Total size in memory | 5.7 MiB |
Average record size in memory | 56.0 B |
Variables types
Numeric | 4 |
---|---|
Categorical | 2 |
Boolean | 0 |
Date | 0 |
Text (Unique) | 0 |
Rejected | 1 |
Unsupported | 0 |
Warnings
0.000911851
is highly correlated with 1
(ρ = 0.99966) RejectedF5
has a high cardinality: 3310 distinct values WarningUnnamed: 6
has 106736 / 100.0% missing values Missing+1.089013318
Numeric
Distinct count | 106746 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | -2.1758 |
---|---|
Minimum | -89.782 |
Maximum | 89.569 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -89.782 |
---|---|
5-th percentile | -65.959 |
Q1 | -36.782 |
Median | -2.0403 |
Q3 | 31.411 |
95-th percentile | 63.759 |
Maximum | 89.569 |
Range | 179.35 |
Interquartile range | 68.192 |
Descriptive statistics
Standard deviation | 41.118 |
---|---|
Coef of variation | -18.898 |
Kurtosis | -1.0158 |
Mean | -2.1758 |
MAD | 35.184 |
Skewness | 0.04507 |
Sum | -232250 |
Variance | 1690.7 |
Memory size | 834.0 KiB |
Value | Count | Frequency (%) | |
64.257812789 | 1 | 0.0% | |
76.793502405 | 1 | 0.0% | |
7.007631927 | 1 | 0.0% | |
65.005534893 | 1 | 0.0% | |
21.579379373000002 | 1 | 0.0% | |
42.289749029 | 1 | 0.0% | |
62.001978862 | 1 | 0.0% | |
-64.298082578 | 1 | 0.0% | |
-62.399435645 | 1 | 0.0% | |
57.905585078 | 1 | 0.0% | |
Other values (106736) | 106736 | 100.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
-89.782453821 | 1 | 0.0% | |
-89.771695885 | 1 | 0.0% | |
-89.46050205799999 | 1 | 0.0% | |
-89.308448685 | 1 | 0.0% | |
-89.273960636 | 1 | 0.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
89.222916594 | 1 | 0.0% | |
89.264137779 | 1 | 0.0% | |
89.406534585 | 1 | 0.0% | |
89.44429245200001 | 1 | 0.0% | |
89.569408632 | 1 | 0.0% |
0.000911851
Highly correlated
This variable is highly correlated with 1
and should be ignored for analysis
Correlation | 0.99966 |
---|
1
Numeric
Distinct count | 106746 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 59035 |
---|---|
Minimum | 2 |
Maximum | 120404 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 5834.2 |
Q1 | 29220 |
Median | 58964 |
Q3 | 88709 |
95-th percentile | 112430 |
Maximum | 120404 |
Range | 120402 |
Interquartile range | 59488 |
Descriptive statistics
Standard deviation | 34245 |
---|---|
Coef of variation | 0.58008 |
Kurtosis | -1.2046 |
Mean | 59035 |
MAD | 29668 |
Skewness | 0.0046576 |
Sum | 6301784974 |
Variance | 1172800000 |
Memory size | 834.0 KiB |
Value | Count | Frequency (%) | |
2047 | 1 | 0.0% | |
39865 | 1 | 0.0% | |
101659 | 1 | 0.0% | |
111900 | 1 | 0.0% | |
113949 | 1 | 0.0% | |
107806 | 1 | 0.0% | |
109855 | 1 | 0.0% | |
21792 | 1 | 0.0% | |
23841 | 1 | 0.0% | |
17698 | 1 | 0.0% | |
Other values (106736) | 106736 | 100.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
2 | 1 | 0.0% | |
3 | 1 | 0.0% | |
4 | 1 | 0.0% | |
5 | 1 | 0.0% | |
6 | 1 | 0.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
120250 | 1 | 0.0% | |
120306 | 1 | 0.0% | |
120313 | 1 | 0.0% | |
120402 | 1 | 0.0% | |
120404 | 1 | 0.0% |
716.850549
Numeric
Distinct count | 4962 |
---|---|
Unique (%) | 4.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 819.22 |
---|---|
Minimum | 4.0928 |
Maximum | 11649 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4.0928 |
---|---|
5-th percentile | 143.88 |
Q1 | 362.01 |
Median | 639.54 |
Q3 | 1065.9 |
95-th percentile | 2131.8 |
Maximum | 11649 |
Range | 11645 |
Interquartile range | 703.9 |
Descriptive statistics
Standard deviation | 671.58 |
---|---|
Coef of variation | 0.81979 |
Kurtosis | 9.8215 |
Mean | 819.22 |
MAD | 482.86 |
Skewness | 2.2423 |
Sum | 87448000 |
Variance | 451020 |
Memory size | 834.0 KiB |
Value | Count | Frequency (%) | |
1132.524306 | 188 | 0.2% | |
1003.5907689999999 | 179 | 0.2% | |
1199.143382 | 176 | 0.2% | |
1120.848797 | 175 | 0.2% | |
1101.915541 | 173 | 0.2% | |
1598.857843 | 171 | 0.2% | |
1105.650847 | 166 | 0.2% | |
1016.096573 | 166 | 0.2% | |
1062.433225 | 164 | 0.2% | |
1042.0670929999999 | 163 | 0.2% | |
Other values (4952) | 105025 | 98.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
4.092845 | 1 | 0.0% | |
4.226932 | 1 | 0.0% | |
4.32118 | 1 | 0.0% | |
5.948587 | 1 | 0.0% | |
8.307024 | 1 | 0.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
10192.71875 | 1 | 0.0% | |
10521.516129000001 | 1 | 0.0% | |
10872.233333 | 1 | 0.0% | |
11247.137931000001 | 1 | 0.0% | |
11648.821429000001 | 1 | 0.0% |
9.10
Numeric
Distinct count | 1089 |
---|---|
Unique (%) | 1.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 8.2709 |
---|---|
Minimum | -1.44 |
Maximum | 13.57 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -1.44 |
---|---|
5-th percentile | 6.07 |
Q1 | 7.56 |
Median | 8.35 |
Q3 | 9.05 |
95-th percentile | 10.24 |
Maximum | 13.57 |
Range | 15.01 |
Interquartile range | 1.49 |
Descriptive statistics
Standard deviation | 1.2863 |
---|---|
Coef of variation | 0.15552 |
Kurtosis | 1.576 |
Mean | 8.2709 |
MAD | 0.97001 |
Skewness | -0.43931 |
Sum | 882880 |
Variance | 1.6546 |
Memory size | 834.0 KiB |
Value | Count | Frequency (%) | |
8.27 | 465 | 0.4% | |
8.6 | 464 | 0.4% | |
8.73 | 448 | 0.4% | |
8.4 | 447 | 0.4% | |
8.52 | 446 | 0.4% | |
8.69 | 445 | 0.4% | |
8.48 | 442 | 0.4% | |
8.65 | 441 | 0.4% | |
8.94 | 440 | 0.4% | |
8.77 | 440 | 0.4% | |
Other values (1079) | 102268 | 95.8% |
Minimum 5 values
Value | Count | Frequency (%) | |
-1.44 | 1 | 0.0% | |
-0.62 | 1 | 0.0% | |
-0.05 | 1 | 0.0% | |
-0.01 | 1 | 0.0% | |
0.03 | 1 | 0.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
13.25 | 1 | 0.0% | |
13.5 | 1 | 0.0% | |
13.51 | 1 | 0.0% | |
13.52 | 1 | 0.0% | |
13.57 | 1 | 0.0% |
F5
Categorical
Distinct count | 3310 |
---|---|
Unique (%) | 3.1% |
Missing (%) | 0.0% |
Missing (n) | 0 |
K0 | 7876 |
---|---|
G5 | 5710 |
A0 | 4509 |
Other values (3307) |
Value | Count | Frequency (%) | |
K0 | 7876 | 7.4% | |
G5 | 5710 | 5.3% | |
A0 | 4509 | 4.2% | |
F8 | 4190 | 3.9% | |
G0 | 4105 | 3.8% | |
F5 | 3743 | 3.5% | |
K0III | 3329 | 3.1% | |
K2 | 3265 | 3.1% | |
K5 | 2531 | 2.4% | |
A2 | 2442 | 2.3% | |
Other values (3300) | 65046 | 60.9% |
Unnamed: 6
Categorical
Distinct count | 9 |
---|---|
Unique (%) | 0.0% |
Missing (%) | 100.0% |
Missing (n) | 106736 |
1 | 3 |
---|---|
7: | 1 |
5ev | 1 |
Other values (5) | 5 |
(Missing) |
Value | Count | Frequency (%) | |
1 | 3 | 0.0% | |
7: | 1 | 0.0% | |
5ev | 1 | 0.0% | |
2 | 1 | 0.0% | |
1e: | 1 | 0.0% | |
6e | 1 | 0.0% | |
5v | 1 | 0.0% | |
2v | 1 | 0.0% | |
(Missing) | 106736 | 100.0% |