Dataset info
| Number of variables | 17 |
|---|---|
| Number of observations | 319487 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 41.4 MiB |
| Average record size in memory | 136.0 B |
Variables types
| Numeric | 13 |
|---|---|
| Categorical | 2 |
| Boolean | 2 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
x10var_cont is highly skewed (γ1 = 40.10521253) | Skewed |
x10var_cont has 75922 (23.8%) zeros | Zeros |
x11var_cont has 99693 (31.2%) zeros | Zeros |
x13var_cont is highly skewed (γ1 = 203.2373491) | Skewed |
x13var_cont has 314724 (98.5%) zeros | Zeros |
x15var_cont is highly skewed (γ1 = 92.9872648) | Skewed |
x15var_cont has 138451 (43.3%) zeros | Zeros |
x3var_cont has 14055 (4.4%) zeros | Zeros |
x4var_cont has 153281 (48.0%) zeros | Zeros |
x5var_cont has 139867 (43.8%) zeros | Zeros |
x6var_cont is highly skewed (γ1 = 71.08846889) | Skewed |
x7var_cont is highly skewed (γ1 = 112.9099726) | Skewed |
x7var_cont has 141193 (44.2%) zeros | Zeros |
x8var_cont is highly skewed (γ1 = 23.3716837) | Skewed |
x8var_cont has 313932 (98.3%) zeros | Zeros |
y_var is highly skewed (γ1 = 30.61729967) | Skewed |
y_var has 124555 (39.0%) zeros | Zeros |
primary_key
Numeric
| Distinct count | 319487 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 159744 |
|---|---|
| Minimum | 1 |
| Maximum | 319487 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15975.3 |
| Q1 | 79872.5 |
| Median | 159744 |
| Q3 | 239615.5 |
| 95-th percentile | 303512.7 |
| Maximum | 319487 |
| Range | 319486 |
| Interquartile range | 159743 |
Descriptive statistics
| Standard deviation | 92228.09706 |
|---|---|
| Coef of variation | 0.5773493656 |
| Kurtosis | -1.2 |
| Mean | 159744 |
| MAD | 79871.75 |
| Skewness | -6.537039093e-17 |
| Sum | 5.103613133e+10 |
| Variance | 8506021888 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.00000e+00 3.19487e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 129642 | 1 | < 0.1% | |
| 111203 | 1 | < 0.1% | |
| 100964 | 1 | < 0.1% | |
| 98917 | 1 | < 0.1% | |
| 105062 | 1 | < 0.1% | |
| 103015 | 1 | < 0.1% | |
| 125544 | 1 | < 0.1% | |
| 123497 | 1 | < 0.1% | |
| 127595 | 1 | < 0.1% | |
| Other values (319477) | 319477 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 319487 | 1 | < 0.1% | |
| 319486 | 1 | < 0.1% | |
| 319485 | 1 | < 0.1% | |
| 319484 | 1 | < 0.1% | |
| 319483 | 1 | < 0.1% |
x10var_cont
Numeric
| Distinct count | 23054 |
|---|---|
| Unique (%) | 7.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 336.2033853 |
|---|---|
| Minimum | 0 |
| Maximum | 236710.5479 |
| Zeros (%) | 23.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1369 |
| Median | 12.8767 |
| Q3 | 182.4657 |
| 95-th percentile | 1548.3561 |
| Maximum | 236710.5479 |
| Range | 236710.5479 |
| Interquartile range | 182.3288 |
Descriptive statistics
| Standard deviation | 1528.175506 |
|---|---|
| Coef of variation | 4.54539 |
| Kurtosis | 4009.875804 |
| Mean | 336.2033853 |
| MAD | 479.5027112 |
| Skewness | 40.10521253 |
| Sum | 107412611 |
| Variance | 2335320.377 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 6.84500000e-02 2.05400000e-01 3.42400000e-01 4.79400000e-01 ... 2.07069863e+04 2.54104794e+04 4.07861643e+04 6.66515753e+04 2.36710548e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 75922 | 23.8% | |
| 0.1369 | 9679 | 3.0% | |
| 0.2739 | 6635 | 2.1% | |
| 0.4109 | 5141 | 1.6% | |
| 0.5479 | 3942 | 1.2% | |
| 0.6849 | 3457 | 1.1% | |
| 0.8219 | 2988 | 0.9% | |
| 0.9589 | 2517 | 0.8% | |
| 1.0958 | 2267 | 0.7% | |
| 1.2328 | 2003 | 0.6% | |
| Other values (23044) | 204936 | 64.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 75922 | 23.8% | |
| 0.1369 | 9679 | 3.0% | |
| 0.2739 | 6635 | 2.1% | |
| 0.4109 | 5141 | 1.6% | |
| 0.5479 | 3942 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 236710.5479 | 1 | < 0.1% | |
| 211201.5068 | 1 | < 0.1% | |
| 163557.8082 | 1 | < 0.1% | |
| 120587.1232 | 1 | < 0.1% | |
| 105825.3424 | 1 | < 0.1% |
x11var_cont
Numeric
| Distinct count | 10248 |
|---|---|
| Unique (%) | 3.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.27897253 |
|---|---|
| Minimum | 0 |
| Maximum | 767.2687 |
| Zeros (%) | 31.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6.1094 |
| Q3 | 21.9334 |
| 95-th percentile | 71.25745 |
| Maximum | 767.2687 |
| Range | 767.2687 |
| Interquartile range | 21.9334 |
Descriptive statistics
| Standard deviation | 29.1752332 |
|---|---|
| Coef of variation | 1.688481948 |
| Kurtosis | 27.25914449 |
| Mean | 17.27897253 |
| MAD | 18.50199211 |
| Skewness | 3.930831734 |
| Sum | 5520407.097 |
| Variance | 851.1942321 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000000e+00 7.2000000e-01 1.7382500e+00 3.0499500e+00 3.9414000e+00 ... 2.4424030e+02 3.0034445e+02 3.6765285e+02 4.2297920e+02 7.6726870e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 99693 | 31.2% | |
| 1.44 | 8401 | 2.6% | |
| 2.0365 | 7498 | 2.3% | |
| 2.4942 | 5924 | 1.9% | |
| 2.88 | 4935 | 1.5% | |
| 3.2199 | 4188 | 1.3% | |
| 3.5273 | 3807 | 1.2% | |
| 3.8099 | 3384 | 1.1% | |
| 4.0729 | 2952 | 0.9% | |
| 4.32 | 2695 | 0.8% | |
| Other values (10238) | 176010 | 55.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 99693 | 31.2% | |
| 1.44 | 8401 | 2.6% | |
| 2.0365 | 7498 | 2.3% | |
| 2.4942 | 5924 | 1.9% | |
| 2.88 | 4935 | 1.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 767.2687 | 1 | < 0.1% | |
| 741.5133 | 1 | < 0.1% | |
| 647.0986 | 1 | < 0.1% | |
| 558.1073 | 1 | < 0.1% | |
| 541.7559 | 1 | < 0.1% |
x12var_cat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 8439 |
| Value | Count | Frequency (%) | |
| 0 | 311048 | 97.4% | |
| 1 | 8439 | 2.6% |
x13var_cont
Numeric
| Distinct count | 73 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.189245384 |
|---|---|
| Minimum | 0 |
| Maximum | 2239.44 |
| Zeros (%) | 98.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2239.44 |
| Range | 2239.44 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7.497599112 |
|---|---|
| Coef of variation | 39.61839889 |
| Kurtosis | 51574.68539 |
| Mean | 0.189245384 |
| MAD | 0.3728481236 |
| Skewness | 203.2373491 |
| Sum | 60461.44 |
| Variance | 56.21399244 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 1.72000e+00 5.16000e+00 8.60000e+00 1.20400e+01 ... 6.70800e+01 1.11800e+02 1.87480e+02 3.13040e+02 2.23944e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 314724 | 98.5% | |
| 3.44 | 2710 | 0.8% | |
| 6.88 | 832 | 0.3% | |
| 10.32 | 347 | 0.1% | |
| 13.76 | 201 | 0.1% | |
| 20.64 | 130 | < 0.1% | |
| 17.2 | 127 | < 0.1% | |
| 24.08 | 72 | < 0.1% | |
| 27.52 | 48 | < 0.1% | |
| 30.96 | 34 | < 0.1% | |
| Other values (63) | 262 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 314724 | 98.5% | |
| 3.44 | 2710 | 0.8% | |
| 6.88 | 832 | 0.3% | |
| 10.32 | 347 | 0.1% | |
| 13.76 | 201 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2239.44 | 1 | < 0.1% | |
| 1953.92 | 1 | < 0.1% | |
| 1761.28 | 1 | < 0.1% | |
| 1183.36 | 1 | < 0.1% | |
| 701.76 | 1 | < 0.1% |
x14var_cont
Numeric
| Distinct count | 773 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8464104818 |
|---|---|
| Minimum | 0 |
| Maximum | 1.53 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0114 |
| Q1 | 0.0962 |
| Median | 0.9562 |
| Q3 | 1.53 |
| 95-th percentile | 1.53 |
| Maximum | 1.53 |
| Range | 1.53 |
| Interquartile range | 1.4338 |
Descriptive statistics
| Standard deviation | 0.6617725136 |
|---|---|
| Coef of variation | 0.781857654 |
| Kurtosis | -1.809013537 |
| Mean | 0.8464104818 |
| MAD | 0.6330410518 |
| Skewness | -0.1317507543 |
| Sum | 270417.1456 |
| Variance | 0.4379428597 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 2.50000e-04 6.50000e-04 1.25000e-03 1.85000e-03 ... 1.13485e+00 1.22590e+00 1.33290e+00 1.46045e+00 1.53000e+00], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.53 | 129183 | 40.4% | |
| 1.3909 | 11586 | 3.6% | |
| 1.2749 | 6855 | 2.1% | |
| 1.1769 | 4824 | 1.5% | |
| 1.0928 | 3841 | 1.2% | |
| 1.0199 | 3335 | 1.0% | |
| 0.9562 | 2838 | 0.9% | |
| 0.8999 | 2460 | 0.8% | |
| 0.8499 | 2258 | 0.7% | |
| 0.8052 | 2058 | 0.6% | |
| Other values (763) | 150249 | 47.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 0.0001 | 8 | < 0.1% | |
| 0.0002 | 14 | < 0.1% | |
| 0.0003 | 32 | < 0.1% | |
| 0.0004 | 42 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.53 | 129183 | 40.4% | |
| 1.3909 | 11586 | 3.6% | |
| 1.2749 | 6855 | 2.1% | |
| 1.1769 | 4824 | 1.5% | |
| 1.0928 | 3841 | 1.2% |
x15var_cont
Numeric
| Distinct count | 145 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 82.97800395 |
|---|---|
| Minimum | 0 |
| Maximum | 121276.3133 |
| Zeros (%) | 43.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.0533 |
| Q3 | 45.7267 |
| 95-th percentile | 311.04 |
| Maximum | 121276.3133 |
| Range | 121276.3133 |
| Interquartile range | 45.7267 |
Descriptive statistics
| Standard deviation | 456.2267471 |
|---|---|
| Coef of variation | 5.498164879 |
| Kurtosis | 19119.3256 |
| Mean | 82.97800395 |
| MAD | 121.7150373 |
| Skewness | 92.9872648 |
| Sum | 26510393.55 |
| Variance | 208142.8447 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 3.35000000e-03 3.00000000e-02 1.16650000e-01 3.03350000e-01 ... 6.56766335e+03 8.75343000e+03 1.65861033e+04 3.45734734e+04 1.21276313e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 138451 | 43.3% | |
| 0.0067 | 14991 | 4.7% | |
| 0.0533 | 10798 | 3.4% | |
| 0.18 | 8309 | 2.6% | |
| 0.4267 | 7299 | 2.3% | |
| 0.8333 | 6203 | 1.9% | |
| 198.6067 | 6001 | 1.9% | |
| 218.4533 | 5796 | 1.8% | |
| 1.44 | 5512 | 1.7% | |
| 2.2867 | 5087 | 1.6% | |
| Other values (135) | 111040 | 34.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 138451 | 43.3% | |
| 0.0067 | 14991 | 4.7% | |
| 0.0533 | 10798 | 3.4% | |
| 0.18 | 8309 | 2.6% | |
| 0.4267 | 7299 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 121276.3133 | 1 | < 0.1% | |
| 67184.64 | 1 | < 0.1% | |
| 64423.98 | 1 | < 0.1% | |
| 42899.04 | 1 | < 0.1% | |
| 36968.22 | 1 | < 0.1% |
x1var_cat
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 0 | |
| 1 | 19913 |
| Value | Count | Frequency (%) | |
| 3 | 198485 | 62.1% | |
| 0 | 93419 | 29.2% | |
| 1 | 19913 | 6.2% | |
| 2 | 7670 | 2.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
x2var_cat
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | 26906 |
| 0 | 18648 |
| Value | Count | Frequency (%) | |
| 1 | 273933 | 85.7% | |
| 2 | 26906 | 8.4% | |
| 0 | 18648 | 5.8% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
x3var_cont
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 120.8144926 |
|---|---|
| Minimum | -111.3 |
| Maximum | 482.3 |
| Zeros (%) | 4.4% |
Quantile statistics
| Minimum | -111.3 |
|---|---|
| 5-th percentile | 5.3 |
| Q1 | 42.4 |
| Median | 100.7 |
| Q3 | 180.2 |
| 95-th percentile | 318 |
| Maximum | 482.3 |
| Range | 593.6 |
| Interquartile range | 137.8 |
Descriptive statistics
| Standard deviation | 98.42322229 |
|---|---|
| Coef of variation | 0.8146640371 |
| Kurtosis | 0.06044865916 |
| Mean | 120.8144926 |
| MAD | 80.30746593 |
| Skewness | 0.8599559853 |
| Sum | 38598659.8 |
| Variance | 9687.130687 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-111.3 -87.45 -45.05 -29.15 -13.25 ... 426.65 431.95 447.85 463.75 482.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 14055 | 4.4% | |
| 5.3 | 10983 | 3.4% | |
| 10.6 | 10038 | 3.1% | |
| 15.9 | 9315 | 2.9% | |
| 21.2 | 9066 | 2.8% | |
| 26.5 | 8781 | 2.7% | |
| 31.8 | 8452 | 2.6% | |
| 37.1 | 8248 | 2.6% | |
| 42.4 | 8026 | 2.5% | |
| 53 | 7810 | 2.4% | |
| Other values (102) | 224713 | 70.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -111.3 | 1 | < 0.1% | |
| -106 | 1 | < 0.1% | |
| -100.7 | 1 | < 0.1% | |
| -95.4 | 4 | < 0.1% | |
| -90.1 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 482.3 | 2 | < 0.1% | |
| 477 | 3 | < 0.1% | |
| 471.7 | 8 | < 0.1% | |
| 466.4 | 4 | < 0.1% | |
| 461.1 | 23 | < 0.1% |
x4var_cont
Numeric
| Distinct count | 90 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.992371126 |
|---|---|
| Minimum | 0 |
| Maximum | 39.1304 |
| Zeros (%) | 48.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.4347 |
| Q3 | 6.0869 |
| 95-th percentile | 17.3913 |
| Maximum | 39.1304 |
| Range | 39.1304 |
| Interquartile range | 6.0869 |
Descriptive statistics
| Standard deviation | 6.090879614 |
|---|---|
| Coef of variation | 1.525629613 |
| Kurtosis | 3.528511078 |
| Mean | 3.992371126 |
| MAD | 4.625619094 |
| Skewness | 1.89195081 |
| Sum | 1275510.674 |
| Variance | 37.09881447 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.21735 0.6521 1.0869 1.9565 ... 31.9565 33.6956 34.99995 36.7391 39.1304 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 153281 | 48.0% | |
| 0.4347 | 9578 | 3.0% | |
| 0.8695 | 8378 | 2.6% | |
| 1.3043 | 7584 | 2.4% | |
| 1.7391 | 7226 | 2.3% | |
| 2.1739 | 6761 | 2.1% | |
| 2.6086 | 6368 | 2.0% | |
| 3.0434 | 6003 | 1.9% | |
| 3.913 | 5506 | 1.7% | |
| 4.3478 | 5467 | 1.7% | |
| Other values (80) | 103335 | 32.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 153281 | 48.0% | |
| 0.4347 | 9578 | 3.0% | |
| 0.8695 | 8378 | 2.6% | |
| 1.3043 | 7584 | 2.4% | |
| 1.7391 | 7226 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 39.1304 | 1 | < 0.1% | |
| 38.2608 | 1 | < 0.1% | |
| 37.826 | 3 | < 0.1% | |
| 37.3913 | 2 | < 0.1% | |
| 36.9565 | 1 | < 0.1% |
x5var_cont
Numeric
| Distinct count | 868 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.70088661 |
|---|---|
| Minimum | 0 |
| Maximum | 4126.76 |
| Zeros (%) | 43.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1.13 |
| Q3 | 16.95 |
| 95-th percentile | 105.09 |
| Maximum | 4126.76 |
| Range | 4126.76 |
| Interquartile range | 16.95 |
Descriptive statistics
| Standard deviation | 64.09426075 |
|---|---|
| Coef of variation | 2.953531895 |
| Kurtosis | 270.5046021 |
| Mean | 21.70088661 |
| MAD | 29.11388447 |
| Skewness | 10.78467187 |
| Sum | 6933151.16 |
| Variance | 4108.074261 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000000e+00 5.650000e-01 1.695000e+00 2.825000e+00 3.955000e+00 ... 9.294250e+02 1.197235e+03 1.669575e+03 2.382040e+03 4.126760e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 139867 | 43.8% | |
| 1.13 | 23480 | 7.3% | |
| 2.26 | 13006 | 4.1% | |
| 3.39 | 9855 | 3.1% | |
| 4.52 | 8038 | 2.5% | |
| 5.65 | 6852 | 2.1% | |
| 6.78 | 6061 | 1.9% | |
| 7.91 | 5439 | 1.7% | |
| 9.04 | 4747 | 1.5% | |
| 10.17 | 4280 | 1.3% | |
| Other values (858) | 97862 | 30.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 139867 | 43.8% | |
| 1.13 | 23480 | 7.3% | |
| 2.26 | 13006 | 4.1% | |
| 3.39 | 9855 | 3.1% | |
| 4.52 | 8038 | 2.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4126.76 | 1 | < 0.1% | |
| 3864.6 | 1 | < 0.1% | |
| 3210.33 | 1 | < 0.1% | |
| 3086.03 | 1 | < 0.1% | |
| 2427.24 | 1 | < 0.1% |
x6var_cont
Numeric
| Distinct count | 31067 |
|---|---|
| Unique (%) | 9.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 41.37802245 |
|---|---|
| Minimum | 0.075 |
| Maximum | 37246.8454 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.075 |
|---|---|
| 5-th percentile | 0.075 |
| Q1 | 0.075 |
| Median | 2.7006 |
| Q3 | 29.7824 |
| 95-th percentile | 185.9714 |
| Maximum | 37246.8454 |
| Range | 37246.7704 |
| Interquartile range | 29.7074 |
Descriptive statistics
| Standard deviation | 180.2629465 |
|---|---|
| Coef of variation | 4.356490133 |
| Kurtosis | 11946.92302 |
| Mean | 41.37802245 |
| MAD | 56.00003726 |
| Skewness | 71.08846889 |
| Sum | 13219740.26 |
| Variance | 32494.72989 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[7.50000000e-02 1.12500000e-01 2.62500000e-01 4.12550000e-01 4.72600000e-01 ... 2.91269315e+03 4.58081015e+03 6.17509370e+03 9.76095080e+03 3.72468454e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.075 | 139890 | 43.8% | |
| 1.5753 | 1860 | 0.6% | |
| 1.9504 | 1798 | 0.6% | |
| 1.2003 | 1738 | 0.5% | |
| 2.3255 | 1492 | 0.5% | |
| 0.8252 | 1464 | 0.5% | |
| 3.0757 | 1390 | 0.4% | |
| 2.7006 | 1237 | 0.4% | |
| 3.8259 | 1232 | 0.4% | |
| 3.4508 | 995 | 0.3% | |
| Other values (31057) | 166391 | 52.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.075 | 139890 | 43.8% | |
| 0.15 | 1 | < 0.1% | |
| 0.225 | 1 | < 0.1% | |
| 0.3 | 142 | < 0.1% | |
| 0.375 | 180 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37246.8454 | 1 | < 0.1% | |
| 34386.1365 | 1 | < 0.1% | |
| 28172.9932 | 1 | < 0.1% | |
| 10220.9302 | 1 | < 0.1% | |
| 9300.9714 | 1 | < 0.1% |
x7var_cont
Numeric
| Distinct count | 3599 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 338.7291464 |
|---|---|
| Minimum | 0 |
| Maximum | 652856.49 |
| Zeros (%) | 44.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6.66 |
| Q3 | 153.18 |
| 95-th percentile | 1428.57 |
| Maximum | 652856.49 |
| Range | 652856.49 |
| Interquartile range | 153.18 |
Descriptive statistics
| Standard deviation | 2240.796016 |
|---|---|
| Coef of variation | 6.61530323 |
| Kurtosis | 27048.61722 |
| Mean | 338.7291464 |
| MAD | 497.015528 |
| Skewness | 112.9099726 |
| Sum | 108219558.8 |
| Variance | 5021166.785 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 1.66500000e+00 4.99500000e+00 8.32500000e+00 1.16550000e+01 ... 3.31035300e+04 5.85214200e+04 7.16882400e+04 1.54833345e+05 6.52856490e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 141193 | 44.2% | |
| 3.33 | 12472 | 3.9% | |
| 6.66 | 8060 | 2.5% | |
| 9.99 | 6122 | 1.9% | |
| 13.32 | 4990 | 1.6% | |
| 16.65 | 4388 | 1.4% | |
| 19.98 | 3912 | 1.2% | |
| 23.31 | 3455 | 1.1% | |
| 26.64 | 3059 | 1.0% | |
| 29.97 | 2726 | 0.9% | |
| Other values (3589) | 129110 | 40.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 141193 | 44.2% | |
| 3.33 | 12472 | 3.9% | |
| 6.66 | 8060 | 2.5% | |
| 9.99 | 6122 | 1.9% | |
| 13.32 | 4990 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 652856.49 | 1 | < 0.1% | |
| 419823.09 | 1 | < 0.1% | |
| 191974.5 | 1 | < 0.1% | |
| 164385.45 | 1 | < 0.1% | |
| 145281.24 | 1 | < 0.1% |
x8var_cont
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.02475844088 |
|---|---|
| Minimum | 0 |
| Maximum | 28 |
| Zeros (%) | 98.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.241078526 |
|---|---|
| Coef of variation | 9.737225669 |
| Kurtosis | 1197.261932 |
| Mean | 0.02475844088 |
| MAD | 0.0486559194 |
| Skewness | 23.3716837 |
| Sum | 7910 |
| Variance | 0.0581188557 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=17)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 10.5 15.5 28. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 313932 | 98.3% | |
| 1 | 4279 | 1.3% | |
| 2 | 797 | 0.2% | |
| 3 | 257 | 0.1% | |
| 4 | 103 | < 0.1% | |
| 5 | 45 | < 0.1% | |
| 6 | 25 | < 0.1% | |
| 7 | 12 | < 0.1% | |
| 9 | 10 | < 0.1% | |
| 8 | 9 | < 0.1% | |
| Other values (7) | 18 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 313932 | 98.3% | |
| 1 | 4279 | 1.3% | |
| 2 | 797 | 0.2% | |
| 3 | 257 | 0.1% | |
| 4 | 103 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 15 | 3 | < 0.1% | |
| 14 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% |
x9var_cat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 169175 | 53.0% | |
| 0 | 150312 | 47.0% |
y_var
Numeric
| Distinct count | 1834 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 57.6554226 |
|---|---|
| Minimum | 0 |
| Maximum | 26209 |
| Zeros (%) | 39.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 16 |
| Q3 | 57 |
| 95-th percentile | 229 |
| Maximum | 26209 |
| Range | 26209 |
| Interquartile range | 57 |
Descriptive statistics
| Standard deviation | 179.2450871 |
|---|---|
| Coef of variation | 3.108902494 |
| Kurtosis | 2637.184961 |
| Mean | 57.6554226 |
| MAD | 67.34965629 |
| Skewness | 30.61729967 |
| Sum | 18420158 |
| Variance | 32128.80126 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 1.5000e+00 3.5000e+00 4.5000e+00 5.5000e+00 ... 2.5135e+03 3.0685e+03 4.7680e+03 7.1995e+03 2.6209e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 124555 | 39.0% | |
| 20 | 7695 | 2.4% | |
| 15 | 7092 | 2.2% | |
| 10 | 6469 | 2.0% | |
| 25 | 6435 | 2.0% | |
| 30 | 5892 | 1.8% | |
| 40 | 4827 | 1.5% | |
| 35 | 4345 | 1.4% | |
| 50 | 4136 | 1.3% | |
| 12 | 3634 | 1.1% | |
| Other values (1824) | 144407 | 45.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 124555 | 39.0% | |
| 3 | 408 | 0.1% | |
| 4 | 472 | 0.1% | |
| 5 | 1796 | 0.6% | |
| 6 | 1386 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26209 | 1 | < 0.1% | |
| 18786 | 1 | < 0.1% | |
| 18313 | 1 | < 0.1% | |
| 15157 | 1 | < 0.1% | |
| 11652 | 1 | < 0.1% |
First rows
| primary_key | x10var_cont | x11var_cont | x12var_cat | x13var_cont | x14var_cont | x15var_cont | x1var_cat | x2var_cat | x3var_cont | x4var_cont | x5var_cont | x6var_cont | x7var_cont | x8var_cont | x9var_cat | y_var | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9 | 0.5479 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 1 | 2 | 15.9 | 1.3043 | 1.13 | 15.0787 | 0.00 | 0.0 | 0 | 80 |
| 1 | 57 | 0.6849 | 1.4400 | 0 | 0.0 | 1.5300 | 0.0533 | 0 | 1 | 58.3 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 1 | 0 |
| 2 | 105 | 0.1369 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 3 | 1 | 143.1 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
| 3 | 153 | 44.5205 | 11.1542 | 0 | 0.0 | 0.3642 | 0.0000 | 3 | 1 | 169.6 | 4.3478 | 5.65 | 27.0817 | 76.59 | 0.0 | 0 | 37 |
| 4 | 201 | 0.0000 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 0 | 2 | 148.4 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
| 5 | 249 | 0.1369 | 2.0365 | 0 | 0.0 | 1.5300 | 0.0000 | 0 | 2 | 47.7 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
| 6 | 297 | 4.2465 | 4.7759 | 0 | 0.0 | 1.3909 | 0.0000 | 0 | 2 | 5.3 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
| 7 | 345 | 14.2465 | 24.4800 | 0 | 0.0 | 1.3909 | 81.1133 | 3 | 1 | 53.0 | 0.0000 | 1.13 | 1.1252 | 6.66 | 0.0 | 1 | 60 |
| 8 | 393 | 81.3698 | 4.7759 | 0 | 0.0 | 0.1133 | 162.5933 | 3 | 1 | 15.9 | 1.3043 | 11.30 | 14.6324 | 3.33 | 0.0 | 1 | 67 |
| 9 | 441 | 0.0000 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 1 | 0 | 100.7 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
Last rows
| primary_key | x10var_cont | x11var_cont | x12var_cat | x13var_cont | x14var_cont | x15var_cont | x1var_cat | x2var_cat | x3var_cont | x4var_cont | x5var_cont | x6var_cont | x7var_cont | x8var_cont | x9var_cat | y_var | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 319477 | 319015 | 4.6575 | 1.4400 | 0 | 0.0 | 0.8499 | 0.0000 | 3 | 1 | 79.5 | 2.1739 | 1.13 | 0.8252 | 3.33 | 0.0 | 0 | 0 |
| 319478 | 319063 | 0.8219 | 2.4942 | 0 | 0.0 | 1.5300 | 0.0000 | 0 | 1 | 206.7 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 0 |
| 319479 | 319111 | 3694.6575 | 25.1897 | 0 | 0.0 | 0.0258 | 5537.2267 | 3 | 1 | 58.3 | 4.3478 | 72.32 | 75.9189 | 795.87 | 0.0 | 1 | 27 |
| 319480 | 319159 | 0.0000 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 3 | 1 | 164.3 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 7 |
| 319481 | 319207 | 0.0000 | 0.0000 | 0 | 0.0 | 1.5300 | 0.0000 | 0 | 1 | 169.6 | 13.9130 | 1.13 | 1.9504 | 0.00 | 0.0 | 0 | 0 |
| 319482 | 319255 | 3.5616 | 1.4400 | 0 | 0.0 | 1.5300 | 0.4267 | 3 | 1 | 185.5 | 0.0000 | 1.13 | 1.9504 | 0.00 | 0.0 | 1 | 0 |
| 319483 | 319303 | 346.7123 | 31.3841 | 0 | 0.0 | 0.0845 | 198.6067 | 3 | 1 | 185.5 | 4.3478 | 20.34 | 21.3803 | 79.92 | 0.0 | 1 | 75 |
| 319484 | 319351 | 6.7123 | 3.5273 | 0 | 0.0 | 1.5300 | 0.0000 | 3 | 0 | 47.7 | 3.9130 | 3.39 | 8.0270 | 6.66 | 0.0 | 0 | 0 |
| 319485 | 319399 | 59.8630 | 2.0365 | 0 | 0.0 | 0.1936 | 146.3467 | 3 | 1 | 121.9 | 10.0000 | 92.66 | 114.8912 | 56.61 | 0.0 | 1 | 174 |
| 319486 | 319447 | 0.8219 | 3.2199 | 0 | 0.0 | 1.5300 | 0.0000 | 0 | 1 | 95.4 | 0.0000 | 0.00 | 0.0750 | 0.00 | 0.0 | 0 | 35 |