Dataset info
| Number of variables | 16 |
|---|---|
| Number of observations | 319031 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 38.9 MiB |
| Average record size in memory | 128.0 B |
Variables types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
precipitation has 306427 (96.0%) zeros | Zeros |
score_differential has 59478 (18.6%) zeros | Zeros |
snow has 304245 (95.4%) zeros | Zeros |
defteam_timeouts_remaining
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 | 20366 |
| Value | Count | Frequency (%) | |
| 3 | 220407 | 69.1% | |
| 2 | 72367 | 22.7% | |
| 1 | 20366 | 6.4% | |
| 0 | 5891 | 1.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
df_index
Numeric
| Distinct count | 319031 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 190604.9789 |
|---|---|
| Minimum | 0 |
| Maximum | 381337 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19029 |
| Q1 | 95184 |
| Median | 190474 |
| Q3 | 286041.5 |
| 95-th percentile | 362368 |
| Maximum | 381337 |
| Range | 381337 |
| Interquartile range | 190857.5 |
Descriptive statistics
| Standard deviation | 110139.396 |
|---|---|
| Coef of variation | 0.577841128 |
| Kurtosis | -1.200348909 |
| Mean | 190604.9789 |
| MAD | 95369.34055 |
| Skewness | 0.00125593383 |
| Sum | 6.080889702e+10 |
| Variance | 1.213068655e+10 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 381337.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 54095 | 1 | < 0.1% | |
| 37703 | 1 | < 0.1% | |
| 60232 | 1 | < 0.1% | |
| 58185 | 1 | < 0.1% | |
| 64330 | 1 | < 0.1% | |
| 62283 | 1 | < 0.1% | |
| 49997 | 1 | < 0.1% | |
| 56142 | 1 | < 0.1% | |
| 11088 | 1 | < 0.1% | |
| Other values (319021) | 319021 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 381337 | 1 | < 0.1% | |
| 381336 | 1 | < 0.1% | |
| 381335 | 1 | < 0.1% | |
| 381333 | 1 | < 0.1% | |
| 381332 | 1 | < 0.1% |
down
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 141229 | 44.3% | |
| 2 | 106280 | 33.3% | |
| 3 | 66795 | 20.9% | |
| 4 | 4727 | 1.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
game_seconds_remaining
Numeric
| Distinct count | 3601 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1743.455627 |
|---|---|
| Minimum | 0 |
| Maximum | 3600 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 832 |
| Median | 1796 |
| Q3 | 2635 |
| 95-th percentile | 3415.5 |
| Maximum | 3600 |
| Range | 3600 |
| Interquartile range | 1803 |
Descriptive statistics
| Standard deviation | 1046.099867 |
|---|---|
| Coef of variation | 0.6000151944 |
| Kurtosis | -1.169371236 |
| Mean | 1743.455627 |
| MAD | 896.9133312 |
| Skewness | 0.04323520838 |
| Sum | 556216392 |
| Variance | 1094324.931 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 12.5 61.5 80.5 106.5 ... 3595.5 3596.5 3597.5 3599.5 3600. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 900 | 2307 | 0.7% | |
| 2700 | 2228 | 0.7% | |
| 1920 | 1794 | 0.6% | |
| 120 | 1597 | 0.5% | |
| 3600 | 1218 | 0.4% | |
| 1800 | 1152 | 0.4% | |
| 3595 | 402 | 0.1% | |
| 1795 | 393 | 0.1% | |
| 3594 | 347 | 0.1% | |
| 1794 | 337 | 0.1% | |
| Other values (3591) | 307256 | 96.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 26 | < 0.1% | |
| 1 | 39 | < 0.1% | |
| 2 | 59 | < 0.1% | |
| 3 | 65 | < 0.1% | |
| 4 | 52 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3600 | 1218 | 0.4% | |
| 3599 | 15 | < 0.1% | |
| 3598 | 8 | < 0.1% | |
| 3597 | 85 | < 0.1% | |
| 3596 | 255 | 0.1% |
half_seconds_remaining
Numeric
| Distinct count | 1801 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 850.9962731 |
|---|---|
| Minimum | 0 |
| Maximum | 1800 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 361 |
| Median | 844 |
| Q3 | 1319 |
| 95-th percentile | 1716 |
| Maximum | 1800 |
| Range | 1800 |
| Interquartile range | 958 |
Descriptive statistics
| Standard deviation | 540.4507615 |
|---|---|
| Coef of variation | 0.6350800569 |
| Kurtosis | -1.240251146 |
| Mean | 850.9962731 |
| MAD | 469.4431908 |
| Skewness | 0.08909888955 |
| Sum | 271494192 |
| Variance | 292087.0256 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 1.5000e+00 7.5000e+00 1.3500e+01 4.0500e+01 ... 1.7955e+03 1.7965e+03 1.7975e+03 1.7995e+03 1.8000e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 900 | 4535 | 1.4% | |
| 120 | 3391 | 1.1% | |
| 1800 | 2352 | 0.7% | |
| 1795 | 795 | 0.2% | |
| 1794 | 684 | 0.2% | |
| 115 | 490 | 0.2% | |
| 1796 | 476 | 0.1% | |
| 1793 | 411 | 0.1% | |
| 114 | 407 | 0.1% | |
| 116 | 392 | 0.1% | |
| Other values (1791) | 305098 | 95.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 44 | < 0.1% | |
| 1 | 82 | < 0.1% | |
| 2 | 120 | < 0.1% | |
| 3 | 128 | < 0.1% | |
| 4 | 115 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1800 | 2352 | 0.7% | |
| 1799 | 38 | < 0.1% | |
| 1798 | 20 | < 0.1% | |
| 1797 | 143 | < 0.1% | |
| 1796 | 476 | 0.1% |
humidity
Numeric
| Distinct count | 97 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 61.57935749 |
|---|---|
| Minimum | 4 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 49 |
| Median | 61 |
| Q3 | 76 |
| 95-th percentile | 93 |
| Maximum | 100 |
| Range | 96 |
| Interquartile range | 27 |
Descriptive statistics
| Standard deviation | 19.84420849 |
|---|---|
| Coef of variation | 0.322254231 |
| Kurtosis | -0.3394723329 |
| Mean | 61.57935749 |
| MAD | 15.95685263 |
| Skewness | -0.2619342523 |
| Sum | 19645724 |
| Variance | 393.7926108 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 4. 5.5 6.5 7.5 9.5 ... 96.5 97.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 61 | 7719 | 2.4% | |
| 57 | 7608 | 2.4% | |
| 59 | 7473 | 2.3% | |
| 53 | 7101 | 2.2% | |
| 52 | 7070 | 2.2% | |
| 63 | 7033 | 2.2% | |
| 64 | 6886 | 2.2% | |
| 60 | 6634 | 2.1% | |
| 56 | 6567 | 2.1% | |
| 58 | 6368 | 2.0% | |
| Other values (87) | 248572 | 77.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 119 | < 0.1% | |
| 5 | 261 | 0.1% | |
| 6 | 119 | < 0.1% | |
| 7 | 501 | 0.2% | |
| 8 | 259 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 351 | 0.1% | |
| 99 | 1133 | 0.4% | |
| 98 | 2296 | 0.7% | |
| 97 | 1707 | 0.5% | |
| 96 | 2748 | 0.9% |
posteam_timeouts_remaining
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 | 20923 |
| Value | Count | Frequency (%) | |
| 3 | 218698 | 68.6% | |
| 2 | 69881 | 21.9% | |
| 1 | 20923 | 6.6% | |
| 0 | 9529 | 3.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
precipitation
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.006553908554 |
|---|---|
| Minimum | 0 |
| Maximum | 0.6 |
| Zeros (%) | 96.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.6 |
| Range | 0.6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.03858475055 |
|---|---|
| Coef of variation | 5.887288514 |
| Kurtosis | 77.3558057 |
| Mean | 0.006553908554 |
| MAD | 0.01258996484 |
| Skewness | 7.968993105 |
| Sum | 2090.9 |
| Variance | 0.001488782975 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.35 0.45 0.6 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 306427 | 96.0% | |
| 0.1 | 7931 | 2.5% | |
| 0.2 | 2469 | 0.8% | |
| 0.3 | 1272 | 0.4% | |
| 0.4 | 554 | 0.2% | |
| 0.5 | 260 | 0.1% | |
| 0.6 | 118 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 306427 | 96.0% | |
| 0.1 | 7931 | 2.5% | |
| 0.2 | 2469 | 0.8% | |
| 0.3 | 1272 | 0.4% | |
| 0.4 | 554 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6 | 118 | < 0.1% | |
| 0.5 | 260 | 0.1% | |
| 0.4 | 554 | 0.2% | |
| 0.3 | 1272 | 0.4% | |
| 0.2 | 2469 | 0.8% |
qtr
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.555337883 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.131371386 |
|---|---|
| Coef of variation | 0.4427482542 |
| Kurtosis | -1.296954444 |
| Mean | 2.555337883 |
| MAD | 1.008859897 |
| Skewness | 0.01344457976 |
| Sum | 815232 |
| Variance | 1.280001214 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 2 | 85093 | 26.7% | |
| 4 | 84806 | 26.6% | |
| 3 | 73747 | 23.1% | |
| 1 | 73086 | 22.9% | |
| 5 | 2299 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 73086 | 22.9% | |
| 2 | 85093 | 26.7% | |
| 3 | 73747 | 23.1% | |
| 4 | 84806 | 26.6% | |
| 5 | 2299 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 2299 | 0.7% | |
| 4 | 84806 | 26.6% | |
| 3 | 73747 | 23.1% | |
| 2 | 85093 | 26.7% | |
| 1 | 73086 | 22.9% |
score_differential
Numeric
| Distinct count | 110 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.457858327 |
|---|---|
| Minimum | -59 |
| Maximum | 59 |
| Zeros (%) | 18.6% |
Quantile statistics
| Minimum | -59 |
|---|---|
| 5-th percentile | -20 |
| Q1 | -7 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 17 |
| Maximum | 59 |
| Range | 118 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 10.83511058 |
|---|---|
| Coef of variation | -7.43221092 |
| Kurtosis | 1.375868219 |
| Mean | -1.457858327 |
| MAD | 7.971217069 |
| Skewness | -0.04996909808 |
| Sum | -465102 |
| Variance | 117.3996213 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-59. -54.5 -53. -45.5 -44.5 ... 38.5 39.5 41.5 50. 59. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 59478 | 18.6% | |
| -7 | 24577 | 7.7% | |
| -3 | 21401 | 6.7% | |
| 7 | 18318 | 5.7% | |
| 3 | 15415 | 4.8% | |
| -4 | 11686 | 3.7% | |
| -10 | 11291 | 3.5% | |
| 4 | 10569 | 3.3% | |
| -14 | 8567 | 2.7% | |
| -6 | 8375 | 2.6% | |
| Other values (100) | 129354 | 40.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -59 | 15 | < 0.1% | |
| -56 | 10 | < 0.1% | |
| -55 | 9 | < 0.1% | |
| -54 | 28 | < 0.1% | |
| -52 | 6 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59 | 11 | < 0.1% | |
| 55 | 3 | < 0.1% | |
| 54 | 5 | < 0.1% | |
| 52 | 12 | < 0.1% | |
| 51 | 3 | < 0.1% |
snow
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.03324128376 |
|---|---|
| Minimum | 0 |
| Maximum | 6.8 |
| Zeros (%) | 95.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6.8 |
| Range | 6.8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2709195664 |
|---|---|
| Coef of variation | 8.150093371 |
| Kurtosis | 239.1641374 |
| Mean | 0.03324128376 |
| MAD | 0.06340132701 |
| Skewness | 13.79126057 |
| Sum | 10605 |
| Variance | 0.07339741148 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=28)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.35 ... 2.7 3.5 3.9 4.15 6.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 304245 | 95.4% | |
| 0.1 | 4146 | 1.3% | |
| 0.2 | 2216 | 0.7% | |
| 0.3 | 1637 | 0.5% | |
| 0.5 | 1246 | 0.4% | |
| 0.6 | 789 | 0.2% | |
| 0.4 | 755 | 0.2% | |
| 1.1 | 741 | 0.2% | |
| 1.5 | 387 | 0.1% | |
| 0.7 | 292 | 0.1% | |
| Other values (18) | 2577 | 0.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 304245 | 95.4% | |
| 0.1 | 4146 | 1.3% | |
| 0.2 | 2216 | 0.7% | |
| 0.3 | 1637 | 0.5% | |
| 0.4 | 755 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.8 | 114 | < 0.1% | |
| 4.3 | 111 | < 0.1% | |
| 4 | 127 | < 0.1% | |
| 3.8 | 130 | < 0.1% | |
| 3.7 | 121 | < 0.1% |
temperature
Numeric
| Distinct count | 100 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 59.62604261 |
|---|---|
| Minimum | -10 |
| Maximum | 103 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 47 |
| Median | 61 |
| Q3 | 73 |
| 95-th percentile | 86 |
| Maximum | 103 |
| Range | 113 |
| Interquartile range | 26 |
Descriptive statistics
| Standard deviation | 17.53925545 |
|---|---|
| Coef of variation | 0.2941542768 |
| Kurtosis | -0.3093029692 |
| Mean | 59.62604261 |
| MAD | 14.34913857 |
| Skewness | -0.3314980414 |
| Sum | 19022556 |
| Variance | 307.6254816 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-10. -9. 1.5 11.5 13.5 ... 98.5 99.5 100.5 102. 103. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 66 | 7827 | 2.5% | |
| 69 | 7731 | 2.4% | |
| 64 | 7725 | 2.4% | |
| 62 | 7633 | 2.4% | |
| 76 | 7331 | 2.3% | |
| 60 | 7157 | 2.2% | |
| 58 | 7049 | 2.2% | |
| 68 | 6981 | 2.2% | |
| 59 | 6930 | 2.2% | |
| 57 | 6915 | 2.2% | |
| Other values (90) | 245752 | 77.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -10 | 124 | < 0.1% | |
| -8 | 116 | < 0.1% | |
| -3 | 126 | < 0.1% | |
| -1 | 112 | < 0.1% | |
| 4 | 247 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 103 | 136 | < 0.1% | |
| 101 | 373 | 0.1% | |
| 100 | 124 | < 0.1% | |
| 99 | 254 | 0.1% | |
| 98 | 381 | 0.1% |
visibility
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.639596152 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.150852256 |
|---|---|
| Coef of variation | 0.2040664304 |
| Kurtosis | 11.82595706 |
| Mean | 5.639596152 |
| MAD | 0.6308352353 |
| Skewness | -3.54265569 |
| Sum | 1799206 |
| Variance | 1.324460915 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 6 | 279209 | 87.5% | |
| 5 | 13940 | 4.4% | |
| 1 | 10699 | 3.4% | |
| 4 | 6989 | 2.2% | |
| 3 | 5199 | 1.6% | |
| 0 | 2995 | 0.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2995 | 0.9% | |
| 1 | 10699 | 3.4% | |
| 3 | 5199 | 1.6% | |
| 4 | 6989 | 2.2% | |
| 5 | 13940 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 279209 | 87.5% | |
| 5 | 13940 | 4.4% | |
| 4 | 6989 | 2.2% | |
| 3 | 5199 | 1.6% | |
| 1 | 10699 | 3.4% |
windspeed
Numeric
| Distinct count | 44 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.31643947 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| Median | 12 |
| Q3 | 17 |
| 95-th percentile | 27 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 7.292323621 |
|---|---|
| Coef of variation | 0.5476181256 |
| Kurtosis | 1.268240522 |
| Mean | 13.31643947 |
| MAD | 5.710706945 |
| Skewness | 0.8838205942 |
| Sum | 4248357 |
| Variance | 53.17798379 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=44)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 38.5 39.5 42. 56. 59. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 13 | 20951 | 6.6% | |
| 10 | 20638 | 6.5% | |
| 12 | 20035 | 6.3% | |
| 14 | 19382 | 6.1% | |
| 9 | 19009 | 6.0% | |
| 8 | 17367 | 5.4% | |
| 5 | 15441 | 4.8% | |
| 17 | 15166 | 4.8% | |
| 6 | 14821 | 4.6% | |
| 11 | 13533 | 4.2% | |
| Other values (34) | 142688 | 44.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 238 | 0.1% | |
| 1 | 3730 | 1.2% | |
| 2 | 4831 | 1.5% | |
| 3 | 7176 | 2.2% | |
| 4 | 11931 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59 | 117 | < 0.1% | |
| 53 | 133 | < 0.1% | |
| 43 | 119 | < 0.1% | |
| 41 | 372 | 0.1% | |
| 40 | 298 | 0.1% |
yardline_100
Numeric
| Distinct count | 99 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 52.52446314 |
|---|---|
| Minimum | 1 |
| Maximum | 99 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 34 |
| Median | 56 |
| Q3 | 73 |
| 95-th percentile | 87 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range | 39 |
Descriptive statistics
| Standard deviation | 24.58480789 |
|---|---|
| Coef of variation | 0.4680639538 |
| Kurtosis | -0.881469554 |
| Mean | 52.52446314 |
| MAD | 20.81097107 |
| Skewness | -0.3674687239 |
| Sum | 16756932 |
| Variance | 604.4127788 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1. 1.5 4.5 5.5 8.5 ... 92.5 95.5 96.5 98.5 99. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 80 | 14042 | 4.4% | |
| 75 | 10182 | 3.2% | |
| 60 | 5235 | 1.6% | |
| 65 | 5205 | 1.6% | |
| 70 | 5199 | 1.6% | |
| 69 | 5080 | 1.6% | |
| 55 | 4812 | 1.5% | |
| 71 | 4790 | 1.5% | |
| 64 | 4737 | 1.5% | |
| 66 | 4712 | 1.5% | |
| Other values (89) | 255037 | 79.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 3444 | 1.1% | |
| 2 | 1920 | 0.6% | |
| 3 | 1844 | 0.6% | |
| 4 | 1934 | 0.6% | |
| 5 | 2133 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99 | 555 | 0.2% | |
| 98 | 556 | 0.2% | |
| 97 | 588 | 0.2% | |
| 96 | 718 | 0.2% | |
| 95 | 922 | 0.3% |
ydstogo
Numeric
| Distinct count | 46 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.634095119 |
|---|---|
| Minimum | 1 |
| Maximum | 50 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.93081929 |
|---|---|
| Coef of variation | 0.455267082 |
| Kurtosis | 2.950746203 |
| Mean | 8.634095119 |
| MAD | 2.868321838 |
| Skewness | 0.5380152747 |
| Sum | 2754544 |
| Variance | 15.45134029 |
| Memory size | 2.4 MiB |
Histogram with fixed size bins (bins=46)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 25.5 26.5 30.5 35.5 50. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10 | 158276 | 49.6% | |
| 1 | 16517 | 5.2% | |
| 5 | 15638 | 4.9% | |
| 7 | 15244 | 4.8% | |
| 6 | 15073 | 4.7% | |
| 8 | 14694 | 4.6% | |
| 4 | 12947 | 4.1% | |
| 9 | 12753 | 4.0% | |
| 3 | 11814 | 3.7% | |
| 2 | 11174 | 3.5% | |
| Other values (36) | 34901 | 10.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 16517 | 5.2% | |
| 2 | 11174 | 3.5% | |
| 3 | 11814 | 3.7% | |
| 4 | 12947 | 4.1% | |
| 5 | 15638 | 4.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50 | 1 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 44 | 2 | < 0.1% | |
| 43 | 1 | < 0.1% |
First rows
| defteam_timeouts_remaining | df_index | down | game_seconds_remaining | half_seconds_remaining | humidity | posteam_timeouts_remaining | precipitation | qtr | score_differential | snow | temperature | visibility | windspeed | yardline_100 | ydstogo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3.0 | 0 | 1.0 | 3593.0 | 1793.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 58.0 | 10 |
| 1 | 3.0 | 1 | 2.0 | 3556.0 | 1756.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 53.0 | 5 |
| 2 | 3.0 | 2 | 3.0 | 3515.0 | 1715.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 56.0 | 8 |
| 3 | 3.0 | 4 | 1.0 | 3496.0 | 1696.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 98.0 | 10 |
| 4 | 3.0 | 5 | 2.0 | 3460.0 | 1660.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 98.0 | 10 |
| 5 | 3.0 | 6 | 3.0 | 3431.0 | 1631.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 94.0 | 6 |
| 6 | 3.0 | 8 | 1.0 | 3384.0 | 1584.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 43.0 | 10 |
| 7 | 3.0 | 9 | 2.0 | 3348.0 | 1548.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 40.0 | 7 |
| 8 | 3.0 | 10 | 1.0 | 3321.0 | 1521.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 30.0 | 10 |
| 9 | 3.0 | 11 | 2.0 | 3283.0 | 1483.0 | 32 | 3.0 | 0.0 | 1 | 0.0 | 0.0 | 73 | 6 | 17 | 31.0 | 11 |
Last rows
| defteam_timeouts_remaining | df_index | down | game_seconds_remaining | half_seconds_remaining | humidity | posteam_timeouts_remaining | precipitation | qtr | score_differential | snow | temperature | visibility | windspeed | yardline_100 | ydstogo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 319021 | 2.0 | 381327 | 4.0 | 150.0 | 150.0 | 53 | 1.0 | 0.0 | 4 | 5.0 | 0.0 | 59 | 6 | 8 | 14.0 | 1 |
| 319022 | 2.0 | 381328 | 1.0 | 120.0 | 120.0 | 53 | 1.0 | 0.0 | 4 | 5.0 | 0.0 | 59 | 6 | 8 | 11.0 | 10 |
| 319023 | 1.0 | 381329 | 2.0 | 115.0 | 115.0 | 53 | 1.0 | 0.0 | 4 | 5.0 | 0.0 | 59 | 6 | 8 | 8.0 | 7 |
| 319024 | 0.0 | 381330 | 3.0 | 111.0 | 111.0 | 53 | 1.0 | 0.0 | 4 | 5.0 | 0.0 | 59 | 6 | 8 | 5.0 | 4 |
| 319025 | 1.0 | 381331 | 1.0 | 104.0 | 104.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 80.0 | 10 |
| 319026 | 1.0 | 381332 | 2.0 | 82.0 | 82.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 71.0 | 1 |
| 319027 | 1.0 | 381333 | 3.0 | 77.0 | 77.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 71.0 | 1 |
| 319028 | 1.0 | 381335 | 2.0 | 63.0 | 63.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 66.0 | 10 |
| 319029 | 1.0 | 381336 | 3.0 | 58.0 | 58.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 66.0 | 10 |
| 319030 | 1.0 | 381337 | 4.0 | 38.0 | 38.0 | 53 | 0.0 | 0.0 | 4 | -5.0 | 0.0 | 59 | 6 | 8 | 61.0 | 5 |