Research Objective
This analysis addresses the following research question:
Is there a systematic spatial pattern across Mecklenburg County in the sustainability of urban development over time?
To answer this, we employ a spatio-temporal density-based clustering approach (ST-DBSCAN) to identify clusters of subdivisions that are:
- Spatially proximate
- Temporally proximate (developed within similar periods)
These clusters are interpreted as development regimes, representing localized patterns of urban growth.
Temporal Representation
Time is represented as a discrete yearly sequence, rather than continuous time.
Note: Time is not treated as a feature dimension in a joint space. Instead, consistent with the ST-DBSCAN framework, temporal proximity is implemented as a constraint within the neighborhood definition. Two subdivisions are considered neighbors only if they are within both a spatial threshold and a temporal window (in years). This ensures that clusters represent density-connected spatio-temporal regimes, rather than results of feature-space aggregation or post hoc temporal filtering.
Parameter Selection
Clustering parameters are not arbitrarily chosen; instead, they are derived using Sensitivity diagnostics.
Spatial Threshold (ε₁)
The spatial neighborhood threshold is estimated using
k-nearest neighbor (kNN) distance curves.
The selected value corresponds to high-percentile distances (e.g.,
95th–97th percentile), capturing the natural scale of spatial
interaction among subdivisions.
Temporal Threshold (ε₂)
The temporal threshold is defined based on domain knowledge of development cycles, as well as analyzing the results of sensitivity analysis.
Minimum Points (MinPts)
MinPts controls the minimum density required to form a cluster.
Sensitivity Analysis
A grid search is performed across parameter combinations to ensure:
- robustness
- stability
- interpretability of clusters
This avoids overfitting and ensures results are not parameter-specific artifacts.
2
KNN Plots
## MinPts p80 p85 p90 p92 p94 p95 p96
## 80%...1 10 3307.389 3520.170 3811.336 3969.532 4225.283 4366.761 4534.773
## 80%...2 15 4087.671 4335.993 4643.201 4848.501 5090.035 5249.862 5445.264
## 80%...3 20 4752.431 5059.931 5474.799 5666.803 5922.226 6098.589 6333.268
## 80%...4 25 5363.204 5667.499 6103.010 6345.334 6626.550 6841.701 7208.223
## 80%...5 30 5899.689 6241.783 6700.881 6938.175 7280.156 7540.023 7847.487
## 80%...6 40 6843.004 7223.838 7753.605 8067.559 8416.627 8658.959 9060.444
## 80%...7 50 7668.350 8074.147 8664.814 8970.065 9444.327 9764.444 10085.805
## p97 p98 p99
## 80%...1 4792.653 5167.033 6003.392
## 80%...2 5792.621 6279.601 7188.168
## 80%...3 6694.482 7409.951 8181.251
## 80%...4 7567.995 8378.114 9423.532
## 80%...5 8275.450 8978.995 10061.442
## 80%...6 9475.449 10084.433 11534.095
## 80%...7 10459.943 11406.030 12551.937
## Selected properties:## MinPts: 15## EPS_Spatial: 4087.67 feet (kNN 80 th percentile)## Temporal window: 5 yearsSpatial Distribution of Clusters
The spatial visualization of clusters allows assessment of geographic structure.
## cluster n share
## 1 1 324 0.106508876
## 2 2 38 0.012491782
## 3 3 67 0.022024984
## 4 4 57 0.018737673
## 5 5 1606 0.527942143
## 6 6 39 0.012820513
## 7 7 112 0.036817883
## 8 8 50 0.016436555
## 9 9 60 0.019723866
## 10 10 203 0.066732413
## 11 11 20 0.006574622
## 12 12 50 0.016436555
## 13 13 57 0.018737673
## 14 14 15 0.004930966
## 15 15 41 0.013477975
## 16 16 39 0.012820513
## 17 17 25 0.008218277
## 18 18 21 0.006903353
## 19 19 15 0.004930966
## 20 20 16 0.005259698
## 21 21 20 0.006574622
## 22 22 18 0.005917160
## 23 23 21 0.006903353
## 24 24 19 0.006245891
## 25 25 15 0.004930966
## 26 26 22 0.007232084
## 27 27 15 0.004930966
## 28 28 15 0.004930966
## 29 29 25 0.008218277
## 30 30 17 0.005588429## Largest cluster share: 0.528## Cluster size Gini: 0.721
## # A tibble: 30 × 90
## cluster n ISC_mean ISC_median ISC_sd ISC_min ISC_max ISC_q25 ISC_q75
## <fct> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 324 0.0738 0.0346 0.109 0.0177 0.406 0.0292 0.0424
## 2 2 38 0.0364 0.0370 0.00761 0.0231 0.0558 0.0321 0.0411
## 3 3 67 0.0385 0.0329 0.0415 0.0179 0.367 0.0279 0.0382
## 4 4 57 0.0361 0.0349 0.00581 0.0282 0.0566 0.0320 0.0386
## 5 5 1606 0.135 0.0446 0.153 0.0172 0.686 0.0346 0.361
## 6 6 39 0.0744 0.0348 0.109 0.0235 0.399 0.0300 0.0449
## 7 7 112 0.0448 0.0358 0.0552 0.0190 0.374 0.0301 0.0404
## 8 8 50 0.0936 0.0377 0.130 0.0231 0.567 0.0314 0.0583
## 9 9 60 0.0605 0.0321 0.0930 0.0175 0.374 0.0276 0.0418
## 10 10 203 0.0892 0.0372 0.128 0.0186 0.533 0.0314 0.0451
## # ℹ 20 more rows
## # ℹ 81 more variables: ISC_iqr <dbl>, ICC_mean <dbl>, ICC_median <dbl>,
## # ICC_sd <dbl>, ICC_min <dbl>, ICC_max <dbl>, ICC_q25 <dbl>, ICC_q75 <dbl>,
## # ICC_iqr <dbl>, CD_mean <dbl>, CD_median <dbl>, CD_sd <dbl>, CD_min <dbl>,
## # CD_max <dbl>, CD_q25 <dbl>, CD_q75 <dbl>, CD_iqr <dbl>, SD_mean <dbl>,
## # SD_median <dbl>, SD_sd <dbl>, SD_min <dbl>, SD_max <dbl>, SD_q25 <dbl>,
## # SD_q75 <dbl>, SD_iqr <dbl>, BD_mean <dbl>, BD_median <dbl>, BD_sd <dbl>, …## # A tibble: 330 × 12
## cluster attribute n mean median sd min max q25
## <fct> <chr> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 APT 324 0 0 0 0 0 0
## 2 1 AUO 324 46.1 45.7 33.8 0 100 10.5
## 3 1 BD 324 0.260 0.213 0.250 0 2.62 0.128
## 4 1 CD 324 0.0909 0.093 0.0198 0.018 0.135 0.079
## 5 1 ICC 324 0.773 0.725 0.440 0 2.29 0.428
## 6 1 ISC 324 0.0738 0.0346 0.109 0.0177 0.406 0.0292
## 7 1 LUD 324 0.351 0.35 0.312 0 1 0
## 8 1 NC 324 2.26 2.27 0.217 1.5 2.83 2.13
## 9 1 ND 324 0.133 0.118 0.0807 0.00564 0.394 0.0758
## 10 1 SD 324 0.160 0.149 0.0952 0.005 0.773 0.094
## # ℹ 320 more rows
## # ℹ 3 more variables: q75 <dbl>, iqr <dbl>, attribute_label <chr>## # A tibble: 11 × 6
## attribute attribute_label kruskal_p kruskal_statistic p_adj significant
## <chr> <chr> <dbl> <dbl> <dbl> <lgl>
## 1 ICC Distance to HAC 0 1888. 0 TRUE
## 2 CD Context Built-… 0 1747. 0 TRUE
## 3 APT Transit Access 0 2180. 0 TRUE
## 4 BD FAR 5.22e-193 1006. 1.44e-192 TRUE
## 5 SD Subdivision Bu… 1.05e-186 976. 2.31e-186 TRUE
## 6 SUM.Compos… Composite Comp… 3.69e-179 940. 6.76e-179 TRUE
## 7 AUO Groceries Acce… 8.73e-159 843. 1.37e-158 TRUE
## 8 ND Intersection D… 1.53e-123 675. 2.10e-123 TRUE
## 9 NC Node Degree 7.13e-113 624. 8.71e-113 TRUE
## 10 ISC Internal Compa… 1.42e- 54 339. 1.56e- 54 TRUE
## 11 LUD Land-use Diver… 2.61e- 18 150. 2.61e- 18 TRUE## Comparison Z P.unadj P.adj
## 1 1 - 10 3.431336e+00 6.006162e-04 3.437737e-03
## 2 1 - 11 9.358979e-01 3.493257e-01 4.808756e-01
## 3 10 - 11 -3.904741e-01 6.961860e-01 7.825346e-01
## 4 1 - 12 -2.204562e+00 2.748481e-02 7.426020e-02
## 5 10 - 12 -4.067102e+00 4.760144e-05 4.141325e-04
## 6 11 - 12 -2.081078e+00 3.742678e-02 9.303228e-02
## 7 1 - 13 1.806955e+00 7.076930e-02 1.539232e-01
## 8 10 - 13 -3.176179e-01 7.507748e-01 8.268026e-01
## 9 11 - 13 1.689236e-01 8.658567e-01 8.989205e-01
## 10 12 - 13 3.068208e+00 2.153464e-03 1.007266e-02
## 11 1 - 14 2.493662e+00 1.264327e-02 4.104346e-02
## 12 10 - 14 1.313490e+00 1.890179e-01 3.102747e-01
## 13 11 - 14 1.296857e+00 1.946804e-01 3.183684e-01
## 14 12 - 14 3.374964e+00 7.382542e-04 4.170657e-03
## 15 13 - 14 1.375162e+00 1.690811e-01 2.839779e-01
## 16 1 - 15 3.216436e+00 1.297933e-03 6.415920e-03
## 17 10 - 15 1.320002e+00 1.868343e-01 3.078519e-01
## 18 11 - 15 1.164175e+00 2.443531e-01 3.729600e-01
## 19 12 - 15 4.120393e+00 3.782270e-05 3.500612e-04
## 20 13 - 15 1.336187e+00 1.814882e-01 3.013259e-01
## 21 14 - 15 -4.156902e-01 6.776367e-01 7.696396e-01
## 22 1 - 16 -6.345143e-01 5.257452e-01 6.370450e-01
## 23 10 - 16 -2.371917e+00 1.769606e-02 5.236588e-02
## 24 11 - 16 -1.175077e+00 2.399639e-01 3.675504e-01
## 25 12 - 16 1.064518e+00 2.870942e-01 4.162865e-01
## 26 13 - 16 -1.766435e+00 7.732297e-02 1.632791e-01
## 27 14 - 16 -2.521680e+00 1.167959e-02 3.878338e-02
## 28 15 - 16 -2.864421e+00 4.177727e-03 1.714445e-02
## 29 1 - 17 1.726738e+00 8.421474e-02 1.727991e-01
## 30 10 - 17 2.419132e-01 8.088474e-01 8.709124e-01
## 31 11 - 17 4.759605e-01 6.341025e-01 7.336026e-01
## 32 12 - 17 2.830751e+00 4.643882e-03 1.887933e-02
## 33 13 - 17 4.122271e-01 6.801730e-01 7.705085e-01
## 34 14 - 17 -9.190878e-01 3.580497e-01 4.913300e-01
## 35 15 - 17 -6.886070e-01 4.910706e-01 6.138383e-01
## 36 16 - 17 1.818733e+00 6.895218e-02 1.514858e-01
## 37 1 - 18 -1.565221e+00 1.175312e-01 2.194251e-01
## 38 10 - 18 -2.877505e+00 4.008338e-03 1.660597e-02
## 39 11 - 18 -1.818234e+00 6.902837e-02 1.508912e-01
## 40 12 - 18 -6.725379e-02 9.463797e-01 9.618578e-01
## 41 13 - 18 -2.397427e+00 1.651068e-02 4.953203e-02
## 42 14 - 18 -2.990729e+00 2.783125e-03 1.222888e-02
## 43 15 - 18 -3.300274e+00 9.659033e-04 5.001999e-03
## 44 16 - 18 -9.048403e-01 3.655500e-01 4.969195e-01
## 45 17 - 18 -2.401573e+00 1.632474e-02 4.965917e-02
## 46 1 - 19 3.060128e+00 2.212422e-03 1.023834e-02
## 47 10 - 19 1.872630e+00 6.111947e-02 1.370462e-01
## 48 11 - 19 1.734865e+00 8.276474e-02 1.714412e-01
## 49 12 - 19 3.883158e+00 1.031087e-04 7.868823e-04
## 50 13 - 19 1.890714e+00 5.866251e-02 1.336031e-01
## 51 14 - 19 4.097189e-01 6.820121e-01 7.705851e-01
## 52 15 - 19 9.114816e-01 3.620417e-01 4.936932e-01
## 53 16 - 19 3.014101e+00 2.577421e-03 1.144059e-02
## 54 17 - 19 1.377167e+00 1.684605e-01 2.851374e-01
## 55 18 - 19 3.433276e+00 5.963351e-04 3.458743e-03
## 56 1 - 2 2.113926e-01 8.325809e-01 8.811988e-01
## 57 10 - 2 -1.532644e+00 1.253636e-01 2.281723e-01
## 58 11 - 2 -6.493603e-01 5.161055e-01 6.324110e-01
## 59 12 - 2 1.724882e+00 8.454875e-02 1.718631e-01
## 60 13 - 2 -1.066194e+00 2.863361e-01 4.193811e-01
## 61 14 - 2 -2.040955e+00 4.125534e-02 9.914957e-02
## 62 15 - 2 -2.206731e+00 2.733288e-02 7.431127e-02
## 63 16 - 2 6.308342e-01 5.281490e-01 6.364122e-01
## 64 17 - 2 -1.251079e+00 2.109057e-01 3.360585e-01
## 65 18 - 2 1.429527e+00 1.528529e-01 2.638532e-01
## 66 19 - 2 -2.531586e+00 1.135481e-02 3.799495e-02
## 67 1 - 20 -9.945835e-02 9.207744e-01 9.424396e-01
## 68 10 - 20 -1.280954e+00 2.002099e-01 3.249675e-01
## 69 11 - 20 -7.188410e-01 4.722389e-01 6.006547e-01
## 70 12 - 20 1.077523e+00 2.812468e-01 4.133187e-01
## 71 13 - 20 -1.007381e+00 3.137517e-01 4.416893e-01
## 72 14 - 20 -1.903372e+00 5.699197e-02 1.311720e-01
## 73 15 - 20 -1.895130e+00 5.807516e-02 1.329615e-01
## 74 16 - 20 2.764493e-01 7.822030e-01 8.464137e-01
## 75 17 - 20 -1.199086e+00 2.304946e-01 3.593733e-01
## 76 18 - 20 9.853587e-01 3.244479e-01 4.538098e-01
## 77 19 - 20 -2.319647e+00 2.035997e-02 5.865288e-02
## 78 2 - 20 -2.070962e-01 8.359347e-01 8.804639e-01
## 79 1 - 21 -3.693401e+00 2.212749e-04 1.527850e-03
## 80 10 - 21 -4.941586e+00 7.748962e-07 1.203857e-05
## 81 11 - 21 -3.372927e+00 7.437371e-04 4.095261e-03
## 82 12 - 21 -1.950341e+00 5.113551e-02 1.208910e-01
## 83 13 - 21 -4.272986e+00 1.928723e-05 1.951150e-04
## 84 14 - 21 -4.419580e+00 9.889272e-06 1.132061e-04
## 85 15 - 21 -5.074825e+00 3.878530e-07 7.668912e-06
## 86 16 - 21 -2.703105e+00 6.869497e-03 2.576062e-02
## 87 17 - 21 -4.031338e+00 5.546030e-05 4.639468e-04
## 88 18 - 21 -1.595578e+00 1.105830e-01 2.109807e-01
## 89 19 - 21 -4.857588e+00 1.188241e-06 1.667370e-05
## 90 2 - 21 -3.211639e+00 1.319801e-03 6.450714e-03
## 91 20 - 21 -2.461185e+00 1.384790e-02 4.396960e-02
## 92 1 - 22 2.277572e-01 8.198350e-01 8.719517e-01
## 93 10 - 22 -1.024658e+00 3.055246e-01 4.386245e-01
## 94 11 - 22 -4.939518e-01 6.213402e-01 7.246193e-01
## 95 12 - 22 1.419270e+00 1.558204e-01 2.679126e-01
## 96 13 - 22 -7.559425e-01 4.496837e-01 5.787349e-01
## 97 14 - 22 -1.726080e+00 8.433309e-02 1.722296e-01
## 98 15 - 22 -1.690577e+00 9.091764e-02 1.797690e-01
## 99 16 - 22 5.709730e-01 5.680179e-01 6.732637e-01
## 100 17 - 22 -9.810724e-01 3.265570e-01 4.552958e-01
## 101 18 - 22 1.268986e+00 2.044462e-01 3.293856e-01
## 102 19 - 22 -2.154017e+00 3.123883e-02 8.186079e-02
## 103 2 - 22 6.607541e-02 9.473178e-01 9.605670e-01
## 104 20 - 22 2.346533e-01 8.144778e-01 8.726548e-01
## 105 21 - 22 2.789014e+00 5.286876e-03 2.090719e-02
## 106 1 - 23 -2.770064e+00 5.604524e-03 2.157494e-02
## 107 10 - 23 -4.061069e+00 4.884859e-05 4.166497e-04
## 108 11 - 23 -2.686576e+00 7.218853e-03 2.683933e-02
## 109 12 - 23 -1.110588e+00 2.667457e-01 4.028971e-01
## 110 13 - 23 -3.460242e+00 5.396896e-04 3.215959e-03
## 111 14 - 23 -3.793260e+00 1.486822e-04 1.060274e-03
## 112 15 - 23 -4.311304e+00 1.622947e-05 1.721908e-04
## 113 16 - 23 -1.907202e+00 5.649446e-02 1.307186e-01
## 114 17 - 23 -3.318129e+00 9.062267e-04 4.807422e-03
## 115 18 - 23 -8.791292e-01 3.793312e-01 5.092873e-01
## 116 19 - 23 -4.235807e+00 2.277320e-05 2.251441e-04
## 117 2 - 23 -2.427304e+00 1.521151e-02 4.726434e-02
## 118 20 - 23 -1.802932e+00 7.139886e-02 1.545199e-01
## 119 21 - 23 7.272364e-01 4.670812e-01 5.958367e-01
## 120 22 - 23 -2.113626e+00 3.454726e-02 8.737244e-02
## 121 1 - 24 -6.505668e-01 5.153262e-01 6.332398e-01
## 122 10 - 24 -1.920340e+00 5.481495e-02 1.281962e-01
## 123 11 - 24 -1.152446e+00 2.491378e-01 3.789333e-01
## 124 12 - 24 6.730992e-01 5.008842e-01 6.225275e-01
## 125 13 - 24 -1.559424e+00 1.188961e-01 2.210248e-01
## 126 14 - 24 -2.351391e+00 1.870337e-02 5.460379e-02
## 127 15 - 24 -2.474429e+00 1.334495e-02 4.268422e-02
## 128 16 - 24 -1.644878e-01 8.693471e-01 9.003952e-01
## 129 17 - 24 -1.682209e+00 9.252827e-02 1.796866e-01
## 130 18 - 24 6.281598e-01 5.298993e-01 6.367574e-01
## 131 19 - 24 -2.784541e+00 5.360353e-03 2.100679e-02
## 132 2 - 24 -6.755449e-01 4.993296e-01 6.223736e-01
## 133 20 - 24 -3.775096e-01 7.057949e-01 7.892565e-01
## 134 21 - 24 2.176957e+00 2.948376e-02 7.820388e-02
## 135 22 - 24 -6.345591e-01 5.257160e-01 6.387890e-01
## 136 23 - 24 1.485029e+00 1.375362e-01 2.422195e-01
## 137 1 - 25 -7.410268e-01 4.586772e-01 5.885681e-01
## 138 10 - 25 -1.879369e+00 6.019416e-02 1.363774e-01
## 139 11 - 25 -1.204300e+00 2.284738e-01 3.575039e-01
## 140 12 - 25 4.730250e-01 6.361953e-01 7.321295e-01
## 141 13 - 25 -1.568792e+00 1.166964e-01 2.188058e-01
## 142 14 - 25 -2.339618e+00 1.930348e-02 5.598010e-02
## 143 15 - 25 -2.415427e+00 1.571678e-02 4.848794e-02
## 144 16 - 25 -2.901907e-01 7.716704e-01 8.434086e-01
## 145 17 - 25 -1.696684e+00 8.975634e-02 1.791009e-01
## 146 18 - 25 4.636528e-01 6.428965e-01 7.378892e-01
## 147 19 - 25 -2.749337e+00 5.971601e-03 2.258823e-02
## 148 2 - 25 -7.606947e-01 4.468394e-01 5.767809e-01
## 149 20 - 25 -4.736816e-01 6.357270e-01 7.335311e-01
## 150 21 - 25 1.918424e+00 5.505730e-02 1.280745e-01
## 151 22 - 25 -7.175715e-01 4.730216e-01 5.998961e-01
## 152 23 - 25 1.266184e+00 2.054471e-01 3.297767e-01
## 153 24 - 25 -1.220255e-01 9.028788e-01 9.284924e-01
## 154 1 - 26 1.396178e+00 1.626609e-01 2.763965e-01
## 155 10 - 26 2.039932e-03 9.983724e-01 1.000000e+00
## 156 11 - 26 2.976809e-01 7.659467e-01 8.413809e-01
## 157 12 - 26 2.511609e+00 1.201823e-02 3.960553e-02
## 158 13 - 26 1.915129e-01 8.481238e-01 8.889972e-01
## 159 14 - 26 -1.048217e+00 2.945386e-01 4.256621e-01
## 160 15 - 26 -8.534575e-01 3.934057e-01 5.249431e-01
## 161 16 - 26 1.556987e+00 1.194737e-01 2.211534e-01
## 162 17 - 26 -1.738385e-01 8.619924e-01 8.970495e-01
## 163 18 - 26 2.163568e+00 3.049753e-02 8.040257e-02
## 164 19 - 26 -1.495015e+00 1.349104e-01 2.385611e-01
## 165 2 - 26 1.012910e+00 3.111031e-01 4.422544e-01
## 166 20 - 26 1.013735e+00 3.107092e-01 4.431426e-01
## 167 21 - 26 3.749982e+00 1.768476e-04 1.240785e-03
## 168 22 - 26 7.943223e-01 4.270078e-01 5.628740e-01
## 169 23 - 26 3.052861e+00 2.266711e-03 1.037915e-02
## 170 24 - 26 1.472507e+00 1.408839e-01 2.471150e-01
## 171 25 - 26 1.503135e+00 1.328043e-01 2.377360e-01
## 172 1 - 27 1.404990e+00 1.600241e-01 2.729823e-01
## 173 10 - 27 2.388965e-01 8.111858e-01 8.712737e-01
## 174 11 - 27 4.550638e-01 6.490633e-01 7.430067e-01
## 175 12 - 27 2.398283e+00 1.647214e-02 4.975959e-02
## 176 13 - 27 3.843406e-01 7.007260e-01 7.856078e-01
## 177 14 - 27 -7.874253e-01 4.310329e-01 5.613752e-01
## 178 15 - 27 -5.371549e-01 5.911607e-01 6.950132e-01
## 179 16 - 27 1.575312e+00 1.151843e-01 2.178486e-01
## 180 17 - 27 3.871947e-02 9.691140e-01 9.735903e-01
## 181 18 - 27 2.140212e+00 3.233762e-02 8.373133e-02
## 182 19 - 27 -1.197144e+00 2.312503e-01 3.592639e-01
## 183 2 - 27 1.098027e+00 2.721926e-01 4.054924e-01
## 184 20 - 27 1.103347e+00 2.698763e-01 4.048144e-01
## 185 21 - 27 3.577787e+00 3.465152e-04 2.216678e-03
## 186 22 - 27 9.036407e-01 3.661860e-01 4.962333e-01
## 187 23 - 27 2.942744e+00 3.253176e-03 1.401120e-02
## 188 24 - 27 1.518934e+00 1.287791e-01 2.314830e-01
## 189 25 - 27 1.552192e+00 1.206162e-01 2.213841e-01
## 190 26 - 27 1.895302e-01 8.496773e-01 8.884847e-01
## 191 1 - 28 -9.560022e-01 3.390711e-01 4.712330e-01
## 192 10 - 28 -2.091564e+00 3.647753e-02 9.172096e-02
## 193 11 - 28 -1.370525e+00 1.705231e-01 2.852983e-01
## 194 12 - 28 2.801641e-01 7.793516e-01 8.454313e-01
## 195 13 - 28 -1.764445e+00 7.765703e-02 1.631923e-01
## 196 14 - 28 -2.495107e+00 1.259191e-02 4.118405e-02
## 197 15 - 28 -2.603581e+00 9.225546e-03 3.185010e-02
## 198 16 - 28 -4.770658e-01 6.333153e-01 7.346457e-01
## 199 17 - 28 -1.870527e+00 6.141068e-02 1.369930e-01
## 200 18 - 28 2.957049e-01 7.674554e-01 8.409146e-01
## 201 19 - 28 -2.904826e+00 3.674571e-03 1.567096e-02
## 202 2 - 28 -9.468905e-01 3.436946e-01 4.761374e-01
## 203 20 - 28 -6.316591e-01 5.276097e-01 6.375284e-01
## 204 21 - 28 1.752199e+00 7.973967e-02 1.667633e-01
## 205 22 - 28 -8.799749e-01 3.788729e-01 5.102468e-01
## 206 23 - 28 1.098236e+00 2.721013e-01 4.067493e-01
## 207 24 - 28 -2.864072e-01 7.745663e-01 8.423408e-01
## 208 25 - 28 -1.554895e-01 8.764354e-01 9.055806e-01
## 209 26 - 28 -1.672696e+00 9.438713e-02 1.824818e-01
## 210 27 - 28 -1.707682e+00 8.769538e-02 1.757949e-01
## 211 1 - 29 2.616213e+00 8.891118e-03 3.170194e-02
## 212 10 - 29 1.112986e+00 2.657145e-01 4.027380e-01
## 213 11 - 29 1.091396e+00 2.750987e-01 4.056540e-01
## 214 12 - 29 3.584503e+00 3.377211e-04 2.192667e-03
## 215 13 - 29 1.181897e+00 2.372467e-01 3.659657e-01
## 216 14 - 29 -3.537742e-01 7.235081e-01 8.069898e-01
## 217 15 - 29 3.899477e-02 9.688946e-01 9.756230e-01
## 218 16 - 29 2.539369e+00 1.110526e-02 3.744796e-02
## 219 17 - 29 6.527679e-01 5.139059e-01 6.332835e-01
## 220 18 - 29 3.025315e+00 2.483746e-03 1.113845e-02
## 221 19 - 29 -8.118539e-01 4.168755e-01 5.528684e-01
## 222 2 - 29 1.968040e+00 4.906349e-02 1.166263e-01
## 223 20 - 29 1.775775e+00 7.577001e-02 1.615684e-01
## 224 21 - 29 4.646773e+00 3.371677e-06 4.444483e-05
## 225 22 - 29 1.578349e+00 1.144853e-01 2.174722e-01
## 226 23 - 29 3.941870e+00 8.084874e-05 6.512815e-04
## 227 24 - 29 2.288840e+00 2.208867e-02 6.239331e-02
## 228 25 - 29 2.261998e+00 2.369753e-02 6.565875e-02
## 229 26 - 29 8.054298e-01 4.205717e-01 5.560750e-01
## 230 27 - 29 5.265941e-01 5.984755e-01 6.998302e-01
## 231 28 - 29 2.435841e+00 1.485723e-02 4.683258e-02
## 232 1 - 3 4.453090e+00 8.464319e-06 1.022772e-04
## 233 10 - 3 2.061759e+00 3.923065e-02 9.696211e-02
## 234 11 - 3 1.499208e+00 1.338198e-01 2.385722e-01
## 235 12 - 3 4.990314e+00 6.028125e-07 1.008552e-05
## 236 13 - 3 1.876347e+00 6.060769e-02 1.366028e-01
## 237 14 - 3 -2.133992e-01 8.310156e-01 8.816873e-01
## 238 15 - 3 3.251998e-01 7.450299e-01 8.225583e-01
## 239 16 - 3 3.501225e+00 4.631242e-04 2.798042e-03
## 240 17 - 3 1.020717e+00 3.073888e-01 4.398491e-01
## 241 18 - 3 3.799030e+00 1.452637e-04 1.053162e-03
## 242 19 - 3 -7.371582e-01 4.610262e-01 5.898423e-01
## 243 2 - 3 2.764403e+00 5.702705e-03 2.176032e-02
## 244 20 - 3 2.239361e+00 2.513242e-02 6.875852e-02
## 245 21 - 3 5.685212e+00 1.306504e-08 2.991207e-07
## 246 22 - 3 2.043399e+00 4.101298e-02 9.911470e-02
## 247 23 - 3 4.883865e+00 1.040264e-06 1.560396e-05
## 248 24 - 3 2.890168e+00 3.850354e-03 1.610485e-02
## 249 25 - 3 2.777422e+00 5.479206e-03 2.128084e-02
## 250 26 - 3 1.180329e+00 2.378694e-01 3.656296e-01
## 251 27 - 3 7.931960e-01 4.276636e-01 5.620353e-01
## 252 28 - 3 2.976190e+00 2.918544e-03 1.269566e-02
## 253 29 - 3 2.329142e-01 8.158281e-01 8.698167e-01
## 254 1 - 30 2.256340e+00 2.404932e-02 6.621174e-02
## 255 10 - 30 1.007054e+00 3.139090e-01 4.404853e-01
## 256 11 - 30 1.048188e+00 2.945520e-01 4.242719e-01
## 257 12 - 30 3.192752e+00 1.409238e-03 6.811318e-03
## 258 13 - 30 1.092392e+00 2.746608e-01 4.063859e-01
## 259 14 - 30 -2.743302e-01 7.838309e-01 8.460705e-01
## 260 15 - 30 9.795476e-02 9.219682e-01 9.414464e-01
## 261 16 - 30 2.301779e+00 2.134766e-02 6.109363e-02
## 262 17 - 30 6.457281e-01 5.184555e-01 6.335060e-01
## 263 18 - 30 2.801089e+00 5.093041e-03 2.032544e-02
## 264 19 - 30 -6.966588e-01 4.860163e-01 6.145846e-01
## 265 2 - 30 1.799838e+00 7.188615e-02 1.548043e-01
## 266 20 - 30 1.684931e+00 9.200188e-02 1.802740e-01
## 267 21 - 30 4.281485e+00 1.856506e-05 1.922810e-04
## 268 22 - 30 1.496932e+00 1.344109e-01 2.386479e-01
## 269 23 - 30 3.632662e+00 2.805120e-04 1.906605e-03
## 270 24 - 30 2.141628e+00 3.222344e-02 8.393531e-02
## 271 25 - 30 2.137293e+00 3.257420e-02 8.335163e-02
## 272 26 - 30 7.859812e-01 4.318785e-01 5.607975e-01
## 273 27 - 30 5.373293e-01 5.910402e-01 6.967547e-01
## 274 28 - 30 2.297567e+00 2.158642e-02 6.137315e-02
## 275 29 - 30 5.840971e-02 9.534223e-01 9.645086e-01
## 276 3 - 30 -1.333898e-01 8.938851e-01 9.214218e-01
## 277 1 - 4 1.183227e+00 2.367191e-01 3.664513e-01
## 278 10 - 4 -9.152672e-01 3.600514e-01 4.925231e-01
## 279 11 - 4 -1.757871e-01 8.604612e-01 8.976034e-01
## 280 12 - 4 2.605851e+00 9.164644e-03 3.189296e-02
## 281 13 - 4 -4.782666e-01 6.324605e-01 7.356158e-01
## 282 14 - 4 -1.683882e+00 9.220443e-02 1.798607e-01
## 283 15 - 4 -1.773673e+00 7.611732e-02 1.615173e-01
## 284 16 - 4 1.335331e+00 1.817681e-01 3.006430e-01
## 285 17 - 4 -7.856906e-01 4.320488e-01 5.593489e-01
## 286 18 - 4 2.046475e+00 4.070965e-02 9.893126e-02
## 287 19 - 4 -2.199434e+00 2.784708e-02 7.477458e-02
## 288 2 - 4 6.384191e-01 5.232009e-01 6.375137e-01
## 289 20 - 4 6.907281e-01 4.897364e-01 6.139347e-01
## 290 21 - 4 3.928276e+00 8.555712e-05 6.766790e-04
## 291 22 - 4 4.245897e-01 6.711358e-01 7.642515e-01
## 292 23 - 4 3.109291e+00 1.875372e-03 8.964692e-03
## 293 24 - 4 1.221238e+00 2.219958e-01 3.498847e-01
## 294 25 - 4 1.260072e+00 2.076433e-01 3.320766e-01
## 295 26 - 4 -5.484428e-01 5.833879e-01 6.896026e-01
## 296 27 - 4 -6.930604e-01 4.882716e-01 6.156469e-01
## 297 28 - 4 1.455726e+00 1.454685e-01 2.541317e-01
## 298 29 - 4 -1.555360e+00 1.198603e-01 2.209290e-01
## 299 3 - 4 -2.373524e+00 1.761923e-02 5.249565e-02
## 300 30 - 4 -1.416578e+00 1.566065e-01 2.682040e-01
## 301 1 - 5 -1.520786e+01 3.136481e-52 6.821847e-50
## 302 10 - 5 -1.655712e+01 1.422534e-61 6.188021e-59
## 303 11 - 5 -5.074909e+00 3.876814e-07 8.030543e-06
## 304 12 - 5 -4.117008e+00 3.838232e-05 3.478398e-04
## 305 13 - 5 -8.797310e+00 1.401343e-18 1.015973e-16
## 306 14 - 5 -6.109398e+00 1.000079e-09 3.107389e-08
## 307 15 - 5 -9.227370e+00 2.773570e-20 2.413006e-18
## 308 16 - 5 -5.051487e+00 4.383842e-07 8.291180e-06
## 309 17 - 5 -6.373665e+00 1.845633e-10 6.690419e-09
## 310 18 - 5 -2.612176e+00 8.996784e-03 3.181790e-02
## 311 19 - 5 -6.686141e+00 2.291330e-11 9.061168e-10
## 312 2 - 5 -5.863913e+00 4.520851e-09 1.229106e-07
## 313 20 - 5 -3.585072e+00 3.369848e-04 2.221037e-03
## 314 21 - 5 -3.342969e-01 7.381555e-01 8.170423e-01
## 315 22 - 5 -4.140363e+00 3.467561e-05 3.279107e-04
## 316 23 - 5 -1.376950e+00 1.685278e-01 2.841458e-01
## 317 24 - 5 -3.348064e+00 8.137835e-04 4.424948e-03
## 318 25 - 5 -2.816023e+00 4.862224e-03 1.958396e-02
## 319 26 - 5 -5.747795e+00 9.041476e-09 2.313554e-07
## 320 27 - 5 -5.000974e+00 5.704132e-07 9.925190e-06
## 321 28 - 5 -2.597147e+00 9.400166e-03 3.194588e-02
## 322 29 - 5 -7.289716e+00 3.106090e-13 1.501277e-11
## 323 3 - 5 -1.222080e+01 2.407057e-34 3.490233e-32
## 324 30 - 5 -6.101361e+00 1.051692e-09 3.049906e-08
## 325 4 - 5 -8.132632e+00 4.200690e-16 2.610429e-14
## 326 1 - 6 -2.271015e+00 2.314605e-02 6.495828e-02
## 327 10 - 6 -3.958407e+00 7.545119e-05 6.192692e-04
## 328 11 - 6 -2.183601e+00 2.899161e-02 7.737026e-02
## 329 12 - 6 -2.338180e-01 8.151263e-01 8.712038e-01
## 330 13 - 6 -3.101181e+00 1.927502e-03 9.113734e-03
## 331 14 - 6 -3.434627e+00 5.933689e-04 3.488047e-03
## 332 15 - 6 -4.104484e+00 4.052176e-05 3.597340e-04
## 333 16 - 6 -1.224848e+00 2.206326e-01 3.490007e-01
## 334 17 - 6 -2.901356e+00 3.715520e-03 1.569176e-02
## 335 18 - 6 -1.199407e-01 9.045301e-01 9.279967e-01
## 336 19 - 6 -3.927048e+00 8.599470e-05 6.679945e-04
## 337 2 - 6 -1.847702e+00 6.464543e-02 1.434733e-01
## 338 20 - 6 -1.210726e+00 2.260003e-01 3.549102e-01
## 339 21 - 6 1.694582e+00 9.015479e-02 1.790746e-01
## 340 22 - 6 -1.544383e+00 1.224955e-01 2.238889e-01
## 341 23 - 6 8.824208e-01 3.775493e-01 5.100433e-01
## 342 24 - 6 -8.269372e-01 4.082727e-01 5.431150e-01
## 343 25 - 6 -6.227568e-01 5.334443e-01 6.392515e-01
## 344 26 - 6 -2.597250e+00 9.397341e-03 3.218774e-02
## 345 27 - 6 -2.488260e+00 1.283698e-02 4.136362e-02
## 346 28 - 6 -4.358817e-01 6.629225e-01 7.568801e-01
## 347 29 - 6 -3.621992e+00 2.923434e-04 1.956452e-03
## 348 3 - 6 -4.878376e+00 1.069628e-06 1.550960e-05
## 349 30 - 6 -3.256172e+00 1.129252e-03 5.646262e-03
## 350 4 - 6 -2.670078e+00 7.583372e-03 2.772073e-02
## 351 5 - 6 3.339948e+00 8.379423e-04 4.500060e-03
## 352 1 - 7 2.057910e+00 3.959873e-02 9.731891e-02
## 353 10 - 7 -6.930381e-01 4.882857e-01 6.138852e-01
## 354 11 - 7 4.093929e-02 9.673443e-01 9.763220e-01
## 355 12 - 7 3.295663e+00 9.818980e-04 5.025007e-03
## 356 13 - 7 -2.087465e-01 8.346461e-01 8.812404e-01
## 357 14 - 7 -1.574939e+00 1.152706e-01 2.170681e-01
## 358 15 - 7 -1.685083e+00 9.197251e-02 1.810319e-01
## 359 16 - 7 1.791643e+00 7.319009e-02 1.568359e-01
## 360 17 - 7 -6.005933e-01 5.481109e-01 6.514433e-01
## 361 18 - 7 2.430758e+00 1.506728e-02 4.715299e-02
## 362 19 - 7 -2.119075e+00 3.408409e-02 8.670514e-02
## 363 2 - 7 1.008475e+00 3.132264e-01 4.423814e-01
## 364 20 - 7 9.393232e-01 3.475648e-01 4.799705e-01
## 365 21 - 7 4.434777e+00 9.216784e-06 1.083595e-04
## 366 22 - 7 6.711093e-01 5.021509e-01 6.223238e-01
## 367 23 - 7 3.571667e+00 3.547168e-04 2.236258e-03
## 368 24 - 7 1.528083e+00 1.264918e-01 2.283151e-01
## 369 25 - 7 1.532246e+00 1.254617e-01 2.273994e-01
## 370 26 - 7 -3.517662e-01 7.250136e-01 8.066008e-01
## 371 27 - 7 -5.291798e-01 5.966808e-01 6.996122e-01
## 372 28 - 7 1.738748e+00 8.207918e-02 1.708346e-01
## 373 29 - 7 -1.435278e+00 1.512079e-01 2.620534e-01
## 374 3 - 7 -2.409023e+00 1.599531e-02 4.899971e-02
## 375 30 - 7 -1.290251e+00 1.969634e-01 3.208955e-01
## 376 4 - 7 3.418719e-01 7.324473e-01 8.127923e-01
## 377 5 - 7 1.178514e+01 4.656722e-32 5.064185e-30
## 378 6 - 7 3.283467e+00 1.025385e-03 5.186539e-03
## 379 1 - 8 -4.457543e+00 8.290448e-06 1.030384e-04
## 380 10 - 8 -6.235347e+00 4.507767e-10 1.508368e-08
## 381 11 - 8 -3.374936e+00 7.383284e-04 4.117601e-03
## 382 12 - 8 -1.711613e+00 8.696792e-02 1.751437e-01
## 383 13 - 8 -4.834922e+00 1.331977e-06 1.810656e-05
## 384 14 - 8 -4.537776e+00 5.685057e-06 7.273528e-05
## 385 15 - 8 -5.745163e+00 9.183251e-09 2.219286e-07
## 386 16 - 8 -2.666870e+00 7.656125e-03 2.775345e-02
## 387 17 - 8 -4.228278e+00 2.354869e-05 2.276373e-04
## 388 18 - 8 -1.249187e+00 2.115969e-01 3.359293e-01
## 389 19 - 8 -5.045970e+00 4.512264e-07 8.178478e-06
## 390 2 - 8 -3.315519e+00 9.147304e-04 4.794069e-03
## 391 20 - 8 -2.269337e+00 2.324781e-02 6.482564e-02
## 392 21 - 8 6.564826e-01 5.115136e-01 6.321262e-01
## 393 22 - 8 -2.664651e+00 7.706818e-03 2.770633e-02
## 394 23 - 8 -2.058521e-01 8.369064e-01 8.793582e-01
## 395 24 - 8 -1.943302e+00 5.197972e-02 1.222226e-01
## 396 25 - 8 -1.635837e+00 1.018736e-01 1.960842e-01
## 397 26 - 8 -3.849638e+00 1.182923e-04 8.871925e-04
## 398 27 - 8 -3.561095e+00 3.693111e-04 2.295005e-03
## 399 28 - 8 -1.442976e+00 1.490271e-01 2.593072e-01
## 400 29 - 8 -4.982029e+00 6.292092e-07 1.013726e-05
## 401 3 - 8 -6.822060e+00 8.974445e-12 3.903883e-10
## 402 30 - 8 -4.412044e+00 1.023991e-05 1.142144e-04
## 403 4 - 8 -4.372564e+00 1.227955e-05 1.335401e-04
## 404 5 - 8 1.733243e+00 8.305240e-02 1.712218e-01
## 405 6 - 8 -1.368534e+00 1.711449e-01 2.852415e-01
## 406 7 - 8 -5.308331e+00 1.106336e-07 2.406280e-06
## 407 1 - 9 3.926970e-01 6.945433e-01 7.827107e-01
## 408 10 - 9 -1.714633e+00 8.641258e-02 1.748348e-01
## 409 11 - 9 -6.213954e-01 5.343395e-01 6.385651e-01
## 410 12 - 9 2.037533e+00 4.159667e-02 9.942060e-02
## 411 13 - 9 -1.104804e+00 2.692446e-01 4.052643e-01
## 412 14 - 9 -2.090255e+00 3.659492e-02 9.148730e-02
## 413 15 - 9 -2.358876e+00 1.833037e-02 5.387643e-02
## 414 16 - 9 7.911815e-01 4.288381e-01 5.601939e-01
## 415 17 - 9 -1.273828e+00 2.027243e-01 3.278255e-01
## 416 18 - 9 1.607779e+00 1.078837e-01 2.067374e-01
## 417 19 - 9 -2.608513e+00 9.093662e-03 3.190115e-02
## 418 2 - 9 9.137578e-02 9.271940e-01 9.445653e-01
## 419 20 - 9 2.866838e-01 7.743544e-01 8.442210e-01
## 420 21 - 9 3.509579e+00 4.488159e-04 2.749788e-03
## 421 22 - 9 1.412223e-04 9.998873e-01 9.998873e-01
## 422 23 - 9 2.677821e+00 7.410288e-03 2.731759e-02
## 423 24 - 9 7.930083e-01 4.277730e-01 5.604857e-01
## 424 25 - 9 8.691537e-01 3.847631e-01 5.149906e-01
## 425 26 - 9 -1.012731e+00 3.111889e-01 4.409354e-01
## 426 27 - 9 -1.094232e+00 2.738534e-01 4.065741e-01
## 427 28 - 9 1.065834e+00 2.864987e-01 4.182112e-01
## 428 29 - 9 -2.049432e+00 4.041989e-02 9.877894e-02
## 429 3 - 9 -3.051896e+00 2.274009e-03 1.030410e-02
## 430 30 - 9 -1.842458e+00 6.540816e-02 1.444292e-01
## 431 4 - 9 -6.204444e-01 5.349652e-01 6.375613e-01
## 432 5 - 9 7.463631e+00 8.417036e-14 4.576763e-12
## 433 6 - 9 2.139694e+00 3.237948e-02 8.334363e-02
## 434 7 - 9 -1.064985e+00 2.868829e-01 4.173714e-01
## 435 8 - 9 3.825255e+00 1.306368e-04 9.631700e-04## Comparison Z P.unadj P.adj
## 1 10 - 5 -16.557115 1.422534e-61 6.188021e-59
## 2 1 - 5 -15.207856 3.136481e-52 6.821847e-50
## 3 3 - 5 -12.220800 2.407057e-34 3.490233e-32
## 4 5 - 7 11.785135 4.656722e-32 5.064185e-30
## 5 15 - 5 -9.227370 2.773570e-20 2.413006e-18
## 6 13 - 5 -8.797310 1.401343e-18 1.015973e-16
## 7 4 - 5 -8.132632 4.200690e-16 2.610429e-14
## 8 5 - 9 7.463631 8.417036e-14 4.576763e-12
## 9 29 - 5 -7.289716 3.106090e-13 1.501277e-11
## 10 3 - 8 -6.822060 8.974445e-12 3.903883e-10
## 11 19 - 5 -6.686141 2.291330e-11 9.061168e-10
## 12 17 - 5 -6.373665 1.845633e-10 6.690419e-09
## 13 10 - 8 -6.235347 4.507767e-10 1.508368e-08
## 14 30 - 5 -6.101361 1.051692e-09 3.049906e-08
## 15 14 - 5 -6.109398 1.000079e-09 3.107389e-08
## 16 2 - 5 -5.863913 4.520851e-09 1.229106e-07
## 17 15 - 8 -5.745163 9.183251e-09 2.219286e-07
## 18 26 - 5 -5.747795 9.041476e-09 2.313554e-07
## 19 21 - 3 5.685212 1.306504e-08 2.991207e-07
## 20 7 - 8 -5.308331 1.106336e-07 2.406280e-06
## 21 15 - 21 -5.074825 3.878530e-07 7.668912e-06
## 22 11 - 5 -5.074909 3.876814e-07 8.030543e-06
## 23 19 - 8 -5.045970 4.512264e-07 8.178478e-06
## 24 16 - 5 -5.051487 4.383842e-07 8.291180e-06
## 25 27 - 5 -5.000974 5.704132e-07 9.925190e-06
## 26 12 - 3 4.990314 6.028125e-07 1.008552e-05
## 27 29 - 8 -4.982029 6.292092e-07 1.013726e-05
## 28 10 - 21 -4.941586 7.748962e-07 1.203857e-05
## 29 3 - 6 -4.878376 1.069628e-06 1.550960e-05
## 30 23 - 3 4.883865 1.040264e-06 1.560396e-05
## 31 19 - 21 -4.857588 1.188241e-06 1.667370e-05
## 32 13 - 8 -4.834922 1.331977e-06 1.810656e-05
## 33 21 - 29 4.646773 3.371677e-06 4.444483e-05
## 34 14 - 8 -4.537776 5.685057e-06 7.273528e-05
## 35 1 - 3 4.453090 8.464319e-06 1.022772e-04
## 36 1 - 8 -4.457543 8.290448e-06 1.030384e-04
## 37 21 - 7 4.434777 9.216784e-06 1.083595e-04
## 38 14 - 21 -4.419580 9.889272e-06 1.132061e-04
## 39 30 - 8 -4.412044 1.023991e-05 1.142144e-04
## 40 4 - 8 -4.372564 1.227955e-05 1.335401e-04
## 41 15 - 23 -4.311304 1.622947e-05 1.721908e-04
## 42 21 - 30 4.281485 1.856506e-05 1.922810e-04
## 43 13 - 21 -4.272986 1.928723e-05 1.951150e-04
## 44 19 - 23 -4.235807 2.277320e-05 2.251441e-04
## 45 17 - 8 -4.228278 2.354869e-05 2.276373e-04
## 46 22 - 5 -4.140363 3.467561e-05 3.279107e-04
## 47 12 - 5 -4.117008 3.838232e-05 3.478398e-04
## 48 12 - 15 4.120393 3.782270e-05 3.500612e-04
## 49 15 - 6 -4.104484 4.052176e-05 3.597340e-04
## 50 10 - 12 -4.067102 4.760144e-05 4.141325e-04
## 51 10 - 23 -4.061069 4.884859e-05 4.166497e-04
## 52 17 - 21 -4.031338 5.546030e-05 4.639468e-04
## 53 10 - 6 -3.958407 7.545119e-05 6.192692e-04
## 54 23 - 29 3.941870 8.084874e-05 6.512815e-04
## 55 19 - 6 -3.927048 8.599470e-05 6.679945e-04
## 56 21 - 4 3.928276 8.555712e-05 6.766790e-04
## 57 12 - 19 3.883158 1.031087e-04 7.868823e-04
## 58 26 - 8 -3.849638 1.182923e-04 8.871925e-04
## 59 8 - 9 3.825255 1.306368e-04 9.631700e-04
## 60 18 - 3 3.799030 1.452637e-04 1.053162e-03
## 61 14 - 23 -3.793260 1.486822e-04 1.060274e-03
## 62 21 - 26 3.749982 1.768476e-04 1.240785e-03
## 63 1 - 21 -3.693401 2.212749e-04 1.527850e-03
## 64 23 - 30 3.632662 2.805120e-04 1.906605e-03
## 65 29 - 6 -3.621992 2.923434e-04 1.956452e-03
## 66 12 - 29 3.584503 3.377211e-04 2.192667e-03
## 67 21 - 27 3.577787 3.465152e-04 2.216678e-03
## 68 20 - 5 -3.585072 3.369848e-04 2.221037e-03
## 69 23 - 7 3.571667 3.547168e-04 2.236258e-03
## 70 27 - 8 -3.561095 3.693111e-04 2.295005e-03
## 71 21 - 9 3.509579 4.488159e-04 2.749788e-03
## 72 16 - 3 3.501225 4.631242e-04 2.798042e-03
## 73 13 - 23 -3.460242 5.396896e-04 3.215959e-03
## 74 1 - 10 3.431336 6.006162e-04 3.437737e-03
## 75 18 - 19 3.433276 5.963351e-04 3.458743e-03
## 76 14 - 6 -3.434627 5.933689e-04 3.488047e-03
## 77 11 - 21 -3.372927 7.437371e-04 4.095261e-03
## 78 11 - 8 -3.374936 7.383284e-04 4.117601e-03
## 79 12 - 14 3.374964 7.382542e-04 4.170657e-03
## 80 24 - 5 -3.348064 8.137835e-04 4.424948e-03
## 81 5 - 6 3.339948 8.379423e-04 4.500060e-03
## 82 2 - 8 -3.315519 9.147304e-04 4.794069e-03
## 83 17 - 23 -3.318129 9.062267e-04 4.807422e-03
## 84 15 - 18 -3.300274 9.659033e-04 5.001999e-03
## 85 12 - 7 3.295663 9.818980e-04 5.025007e-03
## 86 6 - 7 3.283467 1.025385e-03 5.186539e-03
## 87 30 - 6 -3.256172 1.129252e-03 5.646262e-03
## 88 1 - 15 3.216436 1.297933e-03 6.415920e-03
## 89 2 - 21 -3.211639 1.319801e-03 6.450714e-03
## 90 12 - 30 3.192752 1.409238e-03 6.811318e-03
## 91 23 - 4 3.109291 1.875372e-03 8.964692e-03
## 92 13 - 6 -3.101181 1.927502e-03 9.113734e-03
## 93 12 - 13 3.068208 2.153464e-03 1.007266e-02
## 94 1 - 19 3.060128 2.212422e-03 1.023834e-02
## 95 3 - 9 -3.051896 2.274009e-03 1.030410e-02
## 96 23 - 26 3.052861 2.266711e-03 1.037915e-02
## 97 18 - 29 3.025315 2.483746e-03 1.113845e-02
## 98 16 - 19 3.014101 2.577421e-03 1.144059e-02
## 99 14 - 18 -2.990729 2.783125e-03 1.222888e-02
## 100 28 - 3 2.976190 2.918544e-03 1.269566e-02
## 101 23 - 27 2.942744 3.253176e-03 1.401120e-02
## 102 19 - 28 -2.904826 3.674571e-03 1.567096e-02
## 103 17 - 6 -2.901356 3.715520e-03 1.569176e-02
## 104 24 - 3 2.890168 3.850354e-03 1.610485e-02
## 105 10 - 18 -2.877505 4.008338e-03 1.660597e-02
## 106 15 - 16 -2.864421 4.177727e-03 1.714445e-02
## 107 12 - 17 2.830751 4.643882e-03 1.887933e-02
## 108 25 - 5 -2.816023 4.862224e-03 1.958396e-02
## 109 18 - 30 2.801089 5.093041e-03 2.032544e-02
## 110 21 - 22 2.789014 5.286876e-03 2.090719e-02
## 111 19 - 24 -2.784541 5.360353e-03 2.100679e-02
## 112 25 - 3 2.777422 5.479206e-03 2.128084e-02
## 113 1 - 23 -2.770064 5.604524e-03 2.157494e-02
## 114 2 - 3 2.764403 5.702705e-03 2.176032e-02
## 115 19 - 25 -2.749337 5.971601e-03 2.258823e-02
## 116 16 - 21 -2.703105 6.869497e-03 2.576062e-02
## 117 11 - 23 -2.686576 7.218853e-03 2.683933e-02
## 118 23 - 9 2.677821 7.410288e-03 2.731759e-02
## 119 22 - 8 -2.664651 7.706818e-03 2.770633e-02
## 120 4 - 6 -2.670078 7.583372e-03 2.772073e-02
## 121 16 - 8 -2.666870 7.656125e-03 2.775345e-02
## 122 1 - 29 2.616213 8.891118e-03 3.170194e-02
## 123 18 - 5 -2.612176 8.996784e-03 3.181790e-02
## 124 15 - 28 -2.603581 9.225546e-03 3.185010e-02
## 125 12 - 4 2.605851 9.164644e-03 3.189296e-02
## 126 19 - 9 -2.608513 9.093662e-03 3.190115e-02
## 127 28 - 5 -2.597147 9.400166e-03 3.194588e-02
## 128 26 - 6 -2.597250 9.397341e-03 3.218774e-02
## 129 16 - 29 2.539369 1.110526e-02 3.744796e-02
## 130 19 - 2 -2.531586 1.135481e-02 3.799495e-02
## 131 14 - 16 -2.521680 1.167959e-02 3.878338e-02
## 132 12 - 26 2.511609 1.201823e-02 3.960553e-02
## 133 1 - 14 2.493662 1.264327e-02 4.104346e-02
## 134 14 - 28 -2.495107 1.259191e-02 4.118405e-02
## 135 27 - 6 -2.488260 1.283698e-02 4.136362e-02
## 136 15 - 24 -2.474429 1.334495e-02 4.268422e-02
## 137 20 - 21 -2.461185 1.384790e-02 4.396960e-02
## 138 28 - 29 2.435841 1.485723e-02 4.683258e-02
## 139 18 - 7 2.430758 1.506728e-02 4.715299e-02
## 140 2 - 23 -2.427304 1.521151e-02 4.726434e-02
## 141 15 - 25 -2.415427 1.571678e-02 4.848794e-02
## 142 3 - 7 -2.409023 1.599531e-02 4.899971e-02
## 143 13 - 18 -2.397427 1.651068e-02 4.953203e-02
## 144 17 - 18 -2.401573 1.632474e-02 4.965917e-02
## 145 12 - 27 2.398283 1.647214e-02 4.975959e-02## Comparison Z P.unadj P.adj attribute
## 1 1 - 5 -33.394476 1.649004e-244 7.173167e-242 APT
## 2 3 - 5 -16.310610 8.295959e-60 1.804371e-57 APT
## 3 5 - 9 15.467457 5.753564e-54 8.342668e-52 APT
## 4 13 - 5 -14.034354 9.606752e-45 1.044734e-42 APT
## 5 12 - 5 -13.766718 4.041585e-43 3.516179e-41 APT
## 6 1 - 10 -13.637400 2.399659e-42 1.739753e-40 APT
## 7 5 - 7 12.534613 4.827098e-36 2.999697e-34 APT
## 8 4 - 5 -12.146237 6.006731e-34 3.266160e-32 APT
## 9 10 - 5 -10.915252 9.745842e-28 4.710490e-26 APT
## 10 1 - 16 -10.830523 2.467412e-27 1.073324e-25 APT
## 11 15 - 5 -10.440427 1.620798e-25 6.409521e-24 APT
## 12 5 - 6 10.274037 9.226136e-25 3.344474e-23 APT
## 13 1 - 8 -9.810914 1.010490e-22 3.381257e-21 APT
## 14 23 - 5 -9.259694 2.050181e-20 6.370207e-19 APT
## 15 16 - 3 9.114119 7.931189e-20 2.300045e-18 APT
## 16 16 - 9 8.924590 4.473530e-19 1.216241e-17 APT
## 17 10 - 3 8.664029 4.553783e-18 1.165233e-16 APT
## 18 1 - 28 -8.616896 6.879384e-18 1.662518e-16 APT
## 19 22 - 5 -8.580726 9.427639e-18 2.158433e-16 APT
## 20 24 - 5 -8.483436 2.186390e-17 4.755398e-16 APT
## 21 12 - 16 -8.326566 8.322096e-17 1.723863e-15 APT
## 22 10 - 9 8.307343 9.786912e-17 1.935139e-15 APT
## 23 13 - 16 -8.149190 3.663692e-16 6.929156e-15 APT
## 24 17 - 5 -7.995142 1.294249e-15 2.345827e-14 APT
## 25 3 - 8 -7.976589 1.504322e-15 2.617520e-14 APT
## 26 28 - 3 7.967254 1.622394e-15 2.714389e-14 APT
## 27 28 - 9 7.883574 3.181468e-15 5.125699e-14 APT
## 28 19 - 5 -7.840340 4.493276e-15 6.980625e-14 APT
## 29 8 - 9 7.784882 6.977815e-15 1.046672e-13 APT
## 30 2 - 5 -7.759908 8.499123e-15 1.232373e-13 APT
## 31 18 - 5 -7.573852 3.623170e-14 5.084125e-13 APT
## 32 12 - 28 -7.537485 4.791224e-14 6.513070e-13 APT
## 33 26 - 5 -7.477182 7.593304e-14 1.000936e-12 APT
## 34 29 - 5 -7.404377 1.317679e-13 1.685853e-12 APT
## 35 1 - 7 -7.378563 1.600071e-13 1.988659e-12 APT
## 36 10 - 12 7.372080 1.679856e-13 2.029826e-12 APT
## 37 13 - 28 -7.352373 1.947183e-13 2.289256e-12 APT
## 38 10 - 13 7.194922 6.249657e-13 7.154212e-12 APT
## 39 12 - 8 -7.169375 7.534082e-13 8.403399e-12 APT
## 40 13 - 8 -6.959496 3.414932e-12 3.713738e-11 APT
## 41 16 - 4 6.924577 4.372808e-12 4.639443e-11 APT
## 42 16 - 23 6.782101 1.184404e-11 1.226704e-10 APT
## 43 23 - 28 -6.731883 1.674811e-11 1.694286e-10 APT
## 44 22 - 28 -6.509647 7.532749e-11 7.447150e-10 APT
## 45 15 - 16 -6.496375 8.227840e-11 7.953579e-10 APT
## 46 28 - 4 6.475409 9.455533e-11 8.751397e-10 APT
## 47 16 - 6 6.477670 9.314975e-11 8.808727e-10 APT
## 48 16 - 22 6.442124 1.178130e-10 1.067681e-09 APT
## 49 30 - 5 -6.391363 1.644131e-10 1.459586e-09 APT
## 50 24 - 28 -6.368652 1.906970e-10 1.659064e-09 APT
## 51 16 - 24 6.289389 3.187171e-10 2.718469e-09 APT
## 52 15 - 28 -6.273921 3.520680e-10 2.889615e-09 APT
## 53 28 - 6 6.276742 3.457405e-10 2.892252e-09 APT
## 54 19 - 28 -6.232513 4.590122e-10 3.697599e-09 APT
## 55 16 - 19 6.041976 1.522381e-09 1.204065e-08 APT
## 56 1 - 25 -5.856681 4.722094e-09 3.668055e-08 APT
## 57 23 - 8 -5.732621 9.889037e-09 7.546896e-08 APT
## 58 17 - 28 -5.674913 1.387588e-08 1.040691e-07 APT
## 59 4 - 8 -5.646100 1.641281e-08 1.210097e-07 APT
## 60 18 - 28 -5.636585 1.734554e-08 1.257552e-07 APT
## 61 16 - 7 5.523067 3.331336e-08 2.375625e-07 APT
## 62 26 - 28 -5.516029 3.467441e-08 2.394185e-07 APT
## 63 16 - 17 5.516328 3.461550e-08 2.428668e-07 APT
## 64 10 - 4 5.497211 3.858447e-08 2.622538e-07 APT
## 65 27 - 5 -5.439603 5.339947e-08 3.573657e-07 APT
## 66 22 - 8 -5.423187 5.854576e-08 3.858698e-07 APT
## 67 16 - 18 5.414074 6.160656e-08 3.941008e-07 APT
## 68 25 - 3 5.415136 6.124210e-08 3.976166e-07 APT
## 69 25 - 9 5.358261 8.402662e-08 5.297330e-07 APT
## 70 11 - 5 -5.352139 8.692082e-08 5.401508e-07 APT
## 71 28 - 7 5.335618 9.521991e-08 5.833896e-07 APT
## 72 10 - 23 5.325373 1.007463e-07 6.086754e-07 APT
## 73 28 - 29 5.310340 1.094207e-07 6.520273e-07 APT
## 74 16 - 26 5.276479 1.316893e-07 7.741195e-07 APT
## 75 15 - 8 -5.259365 1.445539e-07 8.384128e-07 APT
## 76 6 - 8 -5.251467 1.508927e-07 8.636623e-07 APT
## 77 24 - 8 -5.248950 1.529684e-07 8.641719e-07 APT
## 78 3 - 7 -5.236648 1.635188e-07 9.119317e-07 APT
## 79 28 - 30 5.082088 3.733091e-07 2.055563e-06 APT
## 80 19 - 8 -5.063627 4.113538e-07 2.236737e-06 APT
## 81 12 - 25 -5.061212 4.166002e-07 2.237297e-06 APT
## 82 7 - 9 5.055381 4.295314e-07 2.278612e-06 APT
## 83 16 - 29 5.051587 4.381539e-07 2.296349e-06 APT
## 84 21 - 5 -4.981815 6.299057e-07 3.262011e-06 APT
## 85 2 - 28 -4.970389 6.681886e-07 3.419553e-06 APT
## 86 10 - 22 4.963688 6.916699e-07 3.498563e-06 APT
## 87 14 - 5 -4.913180 8.961107e-07 4.480554e-06 APT
## 88 10 - 15 4.895010 9.830081e-07 4.859188e-06 APT
## 89 10 - 6 4.872835 1.100080e-06 5.376797e-06 APT
## 90 13 - 25 -4.840247 1.296776e-06 6.267753e-06 APT
## 91 10 - 24 4.771063 1.832565e-06 8.760064e-06 APT
## 92 16 - 2 4.718401 2.377059e-06 1.123936e-05 APT
## 93 16 - 30 4.680216 2.865727e-06 1.340421e-05 APT
## 94 1 - 20 -4.642014 3.450295e-06 1.596679e-05 APT
## 95 23 - 25 -4.575487 4.751141e-06 2.175523e-05 APT
## 96 10 - 19 4.562278 5.060157e-06 2.292884e-05 APT
## 97 27 - 28 -4.527026 5.981962e-06 2.682632e-05 APT
## 98 1 - 2 -4.433235 9.282948e-06 4.120492e-05 APT
## 99 22 - 25 -4.424439 9.669335e-06 4.248647e-05 APT
## 100 12 - 7 -4.421164 9.817047e-06 4.270415e-05 APT
## 101 17 - 8 -4.361392 1.292374e-05 5.566167e-05 APT
## 102 18 - 8 -4.308674 1.642361e-05 7.004185e-05 APT
## 103 20 - 3 4.272399 1.933816e-05 8.167086e-05 APT
## 104 24 - 25 -4.258044 2.062234e-05 8.625692e-05 APT
## 105 11 - 28 -4.234029 2.295409e-05 9.419841e-05 APT
## 106 19 - 25 -4.236078 2.274582e-05 9.423270e-05 APT
## 107 20 - 9 4.225151 2.387807e-05 9.707439e-05 APT
## 108 14 - 28 -4.153054 3.280670e-05 1.321381e-04 APT
## 109 26 - 8 -4.150685 3.314818e-05 1.322886e-04 APT
## 110 13 - 7 -4.096917 4.186890e-05 1.655724e-04 APT
## 111 7 - 8 -4.009228 6.091746e-05 2.387306e-04 APT
## 112 16 - 27 3.992236 6.545321e-05 2.542156e-04 APT
## 113 21 - 28 -3.990091 6.604795e-05 2.542554e-04 APT
## 114 1 - 21 -3.962226 7.425414e-05 2.808744e-04 APT
## 115 25 - 4 3.963283 7.392594e-05 2.820858e-04 APT
## 116 10 - 28 -3.943185 8.040670e-05 3.015251e-04 APT
## 117 12 - 20 -3.941105 8.110715e-05 3.015522e-04 APT
## 118 29 - 8 -3.875295 1.064957e-04 3.892909e-04 APT
## 119 25 - 6 3.877326 1.056109e-04 3.893283e-04 APT
## 120 15 - 25 -3.858081 1.142808e-04 4.142680e-04 APT
## 121 5 - 8 3.781929 1.556177e-04 5.594522e-04 APT
## 122 10 - 17 3.766542 1.655244e-04 5.901894e-04 APT
## 123 2 - 3 3.743220 1.816773e-04 6.425173e-04 APT
## 124 10 - 18 3.710040 2.072265e-04 7.269639e-04 APT
## 125 13 - 20 -3.699310 2.161866e-04 7.523295e-04 APT
## 126 2 - 9 3.666614 2.457838e-04 8.485391e-04 APT
## 127 11 - 16 -3.658116 2.540758e-04 8.702595e-04 APT
## 128 30 - 8 -3.615991 2.992008e-04 1.016815e-03 APT
## 129 1 - 11 -3.600598 3.174857e-04 1.070591e-03 APT
## 130 20 - 23 3.582467 3.403648e-04 1.130219e-03 APT
## 131 21 - 3 3.582810 3.399181e-04 1.137418e-03 APT
## 132 14 - 16 -3.542778 3.959360e-04 1.304789e-03 APT
## 133 21 - 9 3.535710 4.066812e-04 1.330123e-03 APT
## 134 10 - 26 3.528277 4.182745e-04 1.357831e-03 APT
## 135 10 - 16 -3.517401 4.357957e-04 1.404230e-03 APT
## 136 10 - 7 3.499697 4.657871e-04 1.489834e-03 APT
## 137 18 - 25 -3.480189 5.010609e-04 1.590960e-03 APT
## 138 20 - 22 3.459953 5.402698e-04 1.703024e-03 APT
## 139 17 - 25 -3.442831 5.756588e-04 1.801522e-03 APT
## 140 23 - 7 -3.401154 6.710190e-04 2.084952e-03 APT
## 141 2 - 8 -3.394442 6.876857e-04 2.121584e-03 APT
## 142 20 - 5 -3.363233 7.703521e-04 2.359881e-03 APT
## 143 16 - 21 3.355164 7.931806e-04 2.412822e-03 APT
## 144 25 - 26 3.338918 8.410541e-04 2.540684e-03 APT
## 145 19 - 20 -3.307792 9.403465e-04 2.821040e-03 APT
## 146 20 - 24 3.279375 1.040373e-03 3.099741e-03 APT
## 147 12 - 2 -3.268204 1.082322e-03 3.202790e-03 APT
## 148 11 - 3 3.255811 1.130690e-03 3.323313e-03 APT
## 149 12 - 21 -3.235754 1.213221e-03 3.541954e-03 APT
## 150 11 - 9 3.213010 1.313519e-03 3.809204e-03 APT
## 151 10 - 29 3.204783 1.351641e-03 3.893801e-03 APT
## 152 22 - 7 -3.184983 1.447626e-03 4.142876e-03 APT
## 153 25 - 29 3.078258 2.082146e-03 5.919826e-03 APT
## 154 25 - 30 3.024209 2.492838e-03 6.996030e-03 APT
## 155 20 - 28 -3.024447 2.490878e-03 7.035922e-03 APT
## 156 13 - 21 -2.965514 3.021780e-03 8.426117e-03 APT
## 157 13 - 2 -2.950752 3.170012e-03 8.672676e-03 APT
## 158 27 - 8 -2.948231 3.195981e-03 8.689074e-03 APT
## 159 10 - 30 2.951590 3.161420e-03 8.703909e-03 APT
## 160 24 - 7 -2.953085 3.146151e-03 8.717041e-03 APT
## 161 19 - 7 -2.941618 3.265023e-03 8.821645e-03 APT
## 162 11 - 12 2.920830 3.490998e-03 9.316466e-03 APT
## 163 21 - 23 2.921889 3.479156e-03 9.342179e-03 APT
## 164 1 - 14 -2.875000 4.040269e-03 1.071657e-02 APT
## 165 21 - 22 2.809897 4.955732e-03 1.306511e-02 APT
## 166 20 - 4 2.799810 5.113265e-03 1.339922e-02 APT
## 167 2 - 23 2.795672 5.179195e-03 1.349072e-02 APT
## 168 1 - 4 -2.761839 5.747688e-03 1.479434e-02 APT
## 169 20 - 6 2.762115 5.742829e-03 1.486982e-02 APT
## 170 15 - 20 -2.735055 6.236985e-03 1.595934e-02 APT
## 171 25 - 7 2.684205 7.270258e-03 1.849452e-02 APT
## 172 19 - 21 -2.672745 7.523333e-03 1.902703e-02 APT
## 173 28 - 8 2.666853 7.656504e-03 1.925190e-02 APT
## 174 11 - 23 2.655211 7.925870e-03 1.958951e-02 APT
## 175 2 - 22 2.656714 7.890636e-03 1.961387e-02 APT
## 176 14 - 3 2.658250 7.854772e-03 1.963693e-02 APT
## 177 11 - 13 2.644916 8.171126e-03 2.008158e-02 APT
## 178 14 - 9 2.630330 8.530199e-03 2.084627e-02 APT
## 179 21 - 24 2.612141 8.997701e-03 2.186592e-02 APT
## 180 1 - 29 -2.608445 9.095458e-03 2.198069e-02 APT
## 181 10 - 2 2.605606 9.171182e-03 2.204124e-02 APT
## 182 2 - 25 -2.579694 9.888786e-03 2.363529e-02 APT
## 183 11 - 22 2.553441 1.066643e-02 2.535463e-02 APT
## 184 4 - 7 -2.532804 1.131541e-02 2.675110e-02 APT
## 185 25 - 27 2.530591 1.138706e-02 2.677499e-02 APT
## 186 11 - 8 -2.498708 1.246470e-02 2.915133e-02 APT
## 187 19 - 2 -2.492931 1.266935e-02 2.947148e-02 APT
## 188 14 - 8 -2.484376 1.297786e-02 3.002856e-02 APT
## 189 18 - 20 -2.466639 1.363877e-02 3.139081e-02 APT
## 190 2 - 24 2.434672 1.490531e-02 3.412532e-02 APT
## 191 11 - 19 2.428807 1.514859e-02 3.450072e-02 APT
## 192 17 - 20 -2.393955 1.666777e-02 3.776292e-02 APT
## 193 12 - 14 -2.386255 1.702094e-02 3.836326e-02 APT
## 194 6 - 7 -2.366522 1.795610e-02 4.026239e-02 APT
## 195 1 - 27 -2.357958 1.837578e-02 4.099213e-02 APT
## 196 11 - 24 2.352058 1.866987e-02 4.143568e-02 APT
## 197 15 - 7 -2.334844 1.955155e-02 4.317220e-02 APT
## 198 20 - 26 2.313203 2.071150e-02 4.550254e-02 APT
## 199 29 - 3 2.310284 2.087243e-02 4.562565e-02 APT
## 200 1 - 15 -2.308122 2.099235e-02 4.565835e-02 APT
## 201 29 - 9 2.274511 2.293527e-02 4.963603e-02 APT
## 202 10 - 5 -18.654159 1.168250e-77 5.081890e-75 AUO
## 203 1 - 10 12.263020 1.430671e-34 3.111708e-32 AUO
## 204 15 - 5 -10.788988 3.880399e-27 5.626578e-25 AUO
## 205 5 - 7 10.725310 7.742697e-27 8.420184e-25 AUO
## 206 10 - 12 -10.268711 9.749892e-25 8.482406e-23 AUO
## 207 12 - 15 9.198369 3.634245e-20 2.634828e-18 AUO
## 208 17 - 5 -9.017340 1.927114e-19 1.197564e-17 AUO
## 209 1 - 15 8.533229 1.423182e-17 7.738551e-16 AUO
## 210 12 - 17 8.365519 5.985093e-17 2.892795e-15 AUO
## 211 10 - 6 -8.230630 1.862321e-16 8.101098e-15 AUO
## 212 15 - 6 -7.849623 4.172893e-15 1.650189e-13 AUO
## 213 12 - 7 7.524891 5.276436e-14 1.912708e-12 AUO
## 214 30 - 5 -7.363966 1.785248e-13 5.973714e-12 AUO
## 215 1 - 17 7.349701 1.986512e-13 6.172376e-12 AUO
## 216 17 - 6 -7.286740 3.175453e-13 9.208813e-12 AUO
## 217 12 - 30 7.220262 5.188766e-13 1.410696e-11 AUO
## 218 15 - 23 -7.175644 7.196753e-13 1.841522e-11 AUO
## 219 27 - 5 -7.050667 1.780626e-12 4.303180e-11 AUO
## 220 10 - 23 -7.018241 2.246786e-12 5.143957e-11 AUO
## 221 12 - 27 6.999614 2.566682e-12 5.582533e-11 AUO
## 222 3 - 5 -6.925621 4.340686e-12 8.991421e-11 AUO
## 223 1 - 7 6.900058 5.198131e-12 1.027812e-10 AUO
## 224 17 - 23 -6.880533 5.962894e-12 1.127765e-10 AUO
## 225 10 - 8 -6.847431 7.518800e-12 1.308271e-10 AUO
## 226 15 - 21 -6.850174 7.376013e-12 1.336902e-10 AUO
## 227 10 - 9 -6.806113 1.002713e-11 1.677615e-10 AUO
## 228 15 - 18 -6.754397 1.434308e-11 2.310829e-10 AUO
## 229 26 - 5 -6.650962 2.911838e-11 4.523749e-10 AUO
## 230 15 - 8 -6.634640 3.252953e-11 4.879430e-10 AUO
## 231 10 - 21 -6.620394 3.582421e-11 5.194511e-10 AUO
## 232 17 - 21 -6.598258 4.160155e-11 5.837637e-10 AUO
## 233 10 - 18 -6.525107 6.795306e-11 9.237369e-10 AUO
## 234 17 - 18 -6.498649 8.104475e-11 1.036896e-09 AUO
## 235 15 - 9 -6.499206 8.074488e-11 1.064364e-09 AUO
## 236 12 - 26 6.485843 8.823723e-11 1.096663e-09 AUO
## 237 30 - 6 -6.347983 2.181557e-10 2.636048e-09 AUO
## 238 27 - 6 -6.182587 6.305940e-10 7.413740e-09 AUO
## 239 23 - 30 6.175146 6.610245e-10 7.566991e-09 AUO
## 240 17 - 8 -6.160358 7.258050e-10 8.095518e-09 AUO
## 241 23 - 27 6.058594 1.373164e-09 1.493316e-08 AUO
## 242 1 - 30 6.042987 1.512871e-09 1.605119e-08 AUO
## 243 17 - 9 -5.998899 1.986596e-09 2.057546e-08 AUO
## 244 29 - 5 -5.968951 2.387833e-09 2.415598e-08 AUO
## 245 21 - 30 5.933838 2.959340e-09 2.925712e-08 AUO
## 246 6 - 7 5.903532 3.558004e-09 3.439404e-08 AUO
## 247 12 - 29 5.857222 4.706735e-09 4.356234e-08 AUO
## 248 12 - 3 5.860568 4.612861e-09 4.362162e-08 AUO
## 249 18 - 30 5.828669 5.587111e-09 4.959986e-08 AUO
## 250 21 - 27 5.829001 5.576014e-09 5.053263e-08 AUO
## 251 1 - 27 5.819975 5.885649e-09 5.120514e-08 AUO
## 252 15 - 22 -5.774270 7.728756e-09 6.592174e-08 AUO
## 253 18 - 27 5.724218 1.039114e-08 8.692590e-08 AUO
## 254 17 - 22 -5.641094 1.689732e-08 1.386856e-07 AUO
## 255 26 - 6 -5.539797 3.028223e-08 2.439402e-07 AUO
## 256 13 - 5 -5.483205 4.176889e-08 3.303539e-07 AUO
## 257 23 - 26 5.398235 6.729982e-08 5.227754e-07 AUO
## 258 10 - 22 -5.350614 8.765620e-08 6.689552e-07 AUO
## 259 23 - 7 5.329795 9.832358e-08 7.374268e-07 AUO
## 260 30 - 8 -5.296338 1.181483e-07 8.710932e-07 AUO
## 261 12 - 19 5.204279 1.947515e-07 1.411948e-06 AUO
## 262 15 - 4 -5.171970 2.316384e-07 1.651847e-06 AUO
## 263 27 - 8 -5.164810 2.406836e-07 1.688667e-06 AUO
## 264 1 - 26 5.155295 2.532316e-07 1.748504e-06 AUO
## 265 21 - 26 5.145360 2.670090e-07 1.814826e-06 AUO
## 266 30 - 9 -5.117381 3.098073e-07 2.073326e-06 AUO
## 267 22 - 30 5.091014 3.561539e-07 2.347378e-06 AUO
## 268 2 - 5 -5.073867 3.898105e-07 2.530859e-06 AUO
## 269 12 - 14 5.025520 5.020712e-07 3.165232e-06 AUO
## 270 18 - 26 5.027709 4.963744e-07 3.175336e-06 AUO
## 271 22 - 27 5.020792 5.145880e-07 3.197797e-06 AUO
## 272 19 - 5 -5.013162 5.354271e-07 3.280434e-06 AUO
## 273 12 - 13 5.009841 5.447507e-07 3.291202e-06 AUO
## 274 21 - 7 4.985399 6.183416e-07 3.634846e-06 AUO
## 275 27 - 9 -4.986675 6.142734e-07 3.660396e-06 AUO
## 276 15 - 16 -4.960871 7.017767e-07 4.070305e-06 AUO
## 277 10 - 4 -4.952156 7.339555e-07 4.200930e-06 AUO
## 278 12 - 2 4.946053 7.573323e-07 4.278436e-06 AUO
## 279 29 - 6 -4.888642 1.015339e-06 5.662467e-06 AUO
## 280 17 - 4 -4.878329 1.069882e-06 5.891122e-06 AUO
## 281 18 - 7 4.854433 1.207315e-06 6.564774e-06 AUO
## 282 14 - 5 -4.810291 1.507110e-06 8.093737e-06 AUO
## 283 23 - 29 4.804878 1.548462e-06 8.214400e-06 AUO
## 284 4 - 5 -4.801950 1.571279e-06 8.235017e-06 AUO
## 285 1 - 5 -4.792165 1.649911e-06 8.544182e-06 AUO
## 286 16 - 17 4.764750 1.890878e-06 9.676849e-06 AUO
## 287 13 - 15 4.723574 2.317353e-06 1.172150e-05 AUO
## 288 12 - 20 4.577151 4.713516e-06 2.356758e-05 AUO
## 289 21 - 29 4.550243 5.358408e-06 2.648758e-05 AUO
## 290 3 - 6 -4.533102 5.812380e-06 2.778445e-05 AUO
## 291 10 - 16 -4.534871 5.763881e-06 2.785876e-05 AUO
## 292 12 - 4 4.535952 5.734410e-06 2.802773e-05 AUO
## 293 19 - 23 -4.495174 6.951309e-06 3.216829e-05 AUO
## 294 13 - 17 4.495552 6.938965e-06 3.245645e-05 AUO
## 295 15 - 24 -4.496842 6.897036e-06 3.261099e-05 AUO
## 296 17 - 24 -4.465588 7.984896e-06 3.656242e-05 AUO
## 297 19 - 6 -4.442974 8.872387e-06 4.020300e-05 AUO
## 298 18 - 29 4.422993 9.734291e-06 4.365378e-05 AUO
## 299 11 - 12 -4.406101 1.052481e-05 4.671727e-05 AUO
## 300 1 - 29 4.389751 1.134806e-05 4.986269e-05 AUO
## 301 26 - 8 -4.374562 1.216764e-05 5.292926e-05 AUO
## 302 7 - 8 -4.349097 1.366994e-05 5.887548e-05 AUO
## 303 14 - 23 -4.339506 1.428032e-05 6.031007e-05 AUO
## 304 10 - 13 -4.339603 1.427406e-05 6.087468e-05 AUO
## 305 23 - 3 4.329623 1.493647e-05 6.247465e-05 AUO
## 306 20 - 5 -4.310629 1.627912e-05 6.744206e-05 AUO
## 307 19 - 21 -4.281616 1.855405e-05 7.614164e-05 AUO
## 308 14 - 6 -4.269763 1.956807e-05 7.955243e-05 AUO
## 309 1 - 3 4.259911 2.045082e-05 8.161567e-05 AUO
## 310 17 - 25 -4.257264 2.069441e-05 8.183700e-05 AUO
## 311 22 - 26 4.260251 2.041973e-05 8.224615e-05 AUO
## 312 15 - 3 -4.250324 2.134619e-05 8.365400e-05 AUO
## 313 15 - 25 -4.239496 2.240224e-05 8.700871e-05 AUO
## 314 26 - 9 -4.165610 3.105212e-05 1.195369e-04 AUO
## 315 18 - 19 4.160798 3.171380e-05 1.210132e-04 AUO
## 316 30 - 4 -4.155036 3.252364e-05 1.230242e-04 AUO
## 317 11 - 5 -4.151519 3.302765e-05 1.238537e-04 AUO
## 318 14 - 21 -4.127545 3.666559e-05 1.363208e-04 AUO
## 319 16 - 30 4.124705 3.712095e-05 1.368442e-04 AUO
## 320 7 - 9 -4.117646 3.827628e-05 1.399175e-04 AUO
## 321 27 - 4 -4.072269 4.655742e-05 1.687706e-04 AUO
## 322 17 - 3 -4.070132 4.698642e-05 1.689181e-04 AUO
## 323 16 - 27 4.055859 4.995041e-05 1.781019e-04 AUO
## 324 21 - 3 4.025024 5.696938e-05 2.014771e-04 AUO
## 325 12 - 28 4.020080 5.817835e-05 2.040934e-04 AUO
## 326 14 - 18 -4.005130 6.198338e-05 2.139903e-04 AUO
## 327 24 - 30 4.005173 6.197216e-05 2.156631e-04 AUO
## 328 24 - 27 3.968279 7.239365e-05 2.479625e-04 AUO
## 329 20 - 23 -3.924262 8.699612e-05 2.956509e-04 AUO
## 330 12 - 16 3.877465 1.055507e-04 3.478374e-04 AUO
## 331 10 - 24 -3.881512 1.038092e-04 3.500542e-04 AUO
## 332 18 - 3 3.877624 1.054814e-04 3.502625e-04 AUO
## 333 15 - 2 -3.879378 1.047239e-04 3.504221e-04 AUO
## 334 2 - 23 -3.868908 1.093240e-04 3.548949e-04 AUO
## 335 2 - 6 -3.870396 1.086588e-04 3.553877e-04 AUO
## 336 25 - 30 3.862903 1.120474e-04 3.610416e-04 AUO
## 337 22 - 7 3.837628 1.242283e-04 3.944476e-04 AUO
## 338 25 - 27 3.839321 1.233749e-04 3.946183e-04 AUO
## 339 13 - 30 3.822766 1.319632e-04 4.129783e-04 AUO
## 340 17 - 2 -3.823725 1.314505e-04 4.143548e-04 AUO
## 341 1 - 19 3.818777 1.341147e-04 4.167136e-04 AUO
## 342 20 - 6 -3.814469 1.364760e-04 4.210430e-04 AUO
## 343 13 - 6 -3.794302 1.480593e-04 4.535619e-04 AUO
## 344 13 - 27 3.755850 1.727542e-04 5.255111e-04 AUO
## 345 13 - 23 -3.753930 1.740836e-04 5.258776e-04 AUO
## 346 10 - 3 -3.733142 1.891060e-04 5.673179e-04 AUO
## 347 20 - 21 -3.711988 2.056374e-04 6.126868e-04 AUO
## 348 11 - 23 -3.691240 2.231639e-04 6.603828e-04 AUO
## 349 16 - 5 -3.681938 2.314673e-04 6.803262e-04 AUO
## 350 28 - 5 -3.669230 2.432825e-04 7.102542e-04 AUO
## 351 29 - 8 -3.652062 2.601435e-04 7.494200e-04 AUO
## 352 22 - 29 3.653505 2.586849e-04 7.501862e-04 AUO
## 353 1 - 14 3.619521 2.951491e-04 8.446700e-04 AUO
## 354 15 - 7 -3.605566 3.114728e-04 8.855600e-04 AUO
## 355 2 - 21 -3.601036 3.169514e-04 8.952848e-04 AUO
## 356 10 - 25 -3.597272 3.215725e-04 9.024775e-04 AUO
## 357 18 - 20 3.583618 3.388675e-04 9.449189e-04 AUO
## 358 11 - 6 -3.576053 3.488204e-04 9.664770e-04 AUO
## 359 19 - 22 -3.508984 4.498212e-04 1.238432e-03 AUO
## 360 17 - 7 -3.477706 5.057252e-04 1.383588e-03 AUO
## 361 11 - 21 -3.466163 5.279436e-04 1.426431e-03 AUO
## 362 23 - 28 3.463946 5.323131e-04 1.429359e-03 AUO
## 363 13 - 21 -3.467097 5.261111e-04 1.430365e-03 AUO
## 364 18 - 2 3.453182 5.540149e-04 1.478506e-03 AUO
## 365 1 - 12 -3.445575 5.698450e-04 1.511479e-03 AUO
## 366 3 - 30 3.431501 6.002503e-04 1.582478e-03 AUO
## 367 29 - 9 -3.417883 6.311021e-04 1.653792e-03 AUO
## 368 23 - 4 3.394226 6.882292e-04 1.792693e-03 AUO
## 369 27 - 3 -3.379700 7.256508e-04 1.878917e-03 AUO
## 370 19 - 8 -3.369474 7.531172e-04 1.938497e-03 AUO
## 371 14 - 22 -3.358456 7.837926e-04 2.005587e-03 AUO
## 372 4 - 6 -3.352447 8.010049e-04 2.037644e-03 AUO
## 373 11 - 18 -3.329443 8.701983e-04 2.200792e-03 AUO
## 374 13 - 18 -3.311106 9.292810e-04 2.336631e-03 AUO
## 375 2 - 30 3.299267 9.693764e-04 2.423441e-03 AUO
## 376 28 - 6 -3.295530 9.823634e-04 2.441875e-03 AUO
## 377 2 - 27 3.266929 1.087210e-03 2.687139e-03 AUO
## 378 21 - 28 3.260966 1.110335e-03 2.728789e-03 AUO
## 379 12 - 9 3.243597 1.180304e-03 2.884451e-03 AUO
## 380 14 - 8 -3.190715 1.419211e-03 3.448921e-03 AUO
## 381 1 - 2 3.154574 1.607326e-03 3.862911e-03 AUO
## 382 19 - 9 -3.155785 1.600670e-03 3.868286e-03 AUO
## 383 10 - 2 -3.150027 1.632551e-03 3.901977e-03 AUO
## 384 18 - 28 3.129570 1.750625e-03 4.161321e-03 AUO
## 385 1 - 13 3.113437 1.849222e-03 4.324794e-03 AUO
## 386 16 - 26 3.116483 1.830223e-03 4.326885e-03 AUO
## 387 21 - 4 3.113790 1.847008e-03 4.342964e-03 AUO
## 388 26 - 4 -3.109413 1.874594e-03 4.360687e-03 AUO
## 389 24 - 26 3.095082 1.967584e-03 4.552655e-03 AUO
## 390 1 - 20 3.089274 2.006462e-03 4.618049e-03 AUO
## 391 16 - 23 -3.014491 2.574106e-03 5.893349e-03 AUO
## 392 25 - 26 2.988352 2.804865e-03 6.388044e-03 AUO
## 393 22 - 3 2.975321 2.926819e-03 6.631075e-03 AUO
## 394 14 - 9 -2.973485 2.944385e-03 6.636307e-03 AUO
## 395 3 - 8 -2.970252 2.975553e-03 6.671987e-03 AUO
## 396 5 - 9 2.961673 3.059726e-03 6.825543e-03 AUO
## 397 18 - 4 2.951402 3.163352e-03 7.020705e-03 AUO
## 398 11 - 17 2.944602 3.233702e-03 7.140408e-03 AUO
## 399 20 - 22 -2.937610 3.307530e-03 7.266544e-03 AUO
## 400 10 - 7 -2.900117 3.730237e-03 8.154036e-03 AUO
## 401 30 - 7 -2.870860 4.093563e-03 8.903500e-03 AUO
## 402 16 - 6 -2.853306 4.326698e-03 9.363750e-03 AUO
## 403 27 - 7 -2.839712 4.515434e-03 9.723831e-03 AUO
## 404 11 - 15 2.831424 4.634118e-03 9.930253e-03 AUO
## 405 1 - 11 2.787339 5.314293e-03 1.133195e-02 AUO
## 406 16 - 21 -2.758706 5.803072e-03 1.231384e-02 AUO
## 407 13 - 26 2.743582 6.077289e-03 1.283311e-02 AUO
## 408 12 - 8 2.700759 6.918144e-03 1.453813e-02 AUO
## 409 20 - 8 -2.696584 7.005481e-03 1.465088e-02 AUO
## 410 3 - 9 -2.667586 7.639828e-03 1.590108e-02 AUO
## 411 2 - 22 -2.652969 7.978730e-03 1.652737e-02 AUO
## 412 17 - 28 -2.650488 8.037560e-03 1.657033e-02 AUO
## 413 11 - 22 -2.648248 8.091004e-03 1.660182e-02 AUO
## 414 11 - 27 2.619958 8.794061e-03 1.795970e-02 AUO
## 415 11 - 30 2.611165 9.023426e-03 1.834201e-02 AUO
## 416 16 - 18 -2.596855 9.408154e-03 1.903510e-02 AUO
## 417 12 - 24 2.560288 1.045854e-02 2.106235e-02 AUO
## 418 22 - 28 2.511800 1.201172e-02 2.407878e-02 AUO
## 419 15 - 28 -2.500441 1.240387e-02 2.475084e-02 AUO
## 420 1 - 28 2.498793 1.246172e-02 2.475273e-02 AUO
## 421 1 - 4 2.474154 1.335522e-02 2.640690e-02 AUO
## 422 4 - 7 2.464401 1.372424e-02 2.689210e-02 AUO
## 423 20 - 9 -2.465065 1.369883e-02 2.696376e-02 AUO
## 424 13 - 22 -2.460976 1.385595e-02 2.702842e-02 AUO
## 425 24 - 29 2.446873 1.441014e-02 2.798398e-02 AUO
## 426 19 - 24 -2.438056 1.476649e-02 2.854854e-02 AUO
## 427 2 - 8 -2.436183 1.484318e-02 2.856983e-02 AUO
## 428 16 - 7 2.428300 1.516980e-02 2.906987e-02 AUO
## 429 27 - 28 -2.402177 1.629781e-02 3.109451e-02 AUO
## 430 23 - 9 2.400546 1.637061e-02 3.109702e-02 AUO
## 431 19 - 25 -2.391875 1.676253e-02 3.170304e-02 AUO
## 432 28 - 30 2.381529 1.724093e-02 3.246668e-02 AUO
## 433 25 - 29 2.376041 1.749951e-02 3.267076e-02 AUO
## 434 24 - 7 2.377382 1.743604e-02 3.269257e-02 AUO
## 435 16 - 29 2.366652 1.794978e-02 3.336819e-02 AUO
## 436 11 - 8 -2.364519 1.805352e-02 3.341822e-02 AUO
## 437 16 - 19 2.316246 2.054486e-02 3.770893e-02 AUO
## 438 29 - 4 -2.317061 2.050040e-02 3.778676e-02 AUO
## 439 26 - 3 -2.295677 2.169437e-02 3.965148e-02 AUO
## 440 17 - 20 -2.294001 2.179042e-02 3.966039e-02 AUO
## 441 14 - 24 -2.285694 2.227218e-02 4.036833e-02 AUO
## 442 1 - 23 -2.269646 2.322904e-02 4.192794e-02 AUO
## 443 25 - 7 2.259190 2.387159e-02 4.290968e-02 AUO
## 444 19 - 4 -2.250939 2.438937e-02 4.365999e-02 AUO
## 445 14 - 25 -2.247755 2.459180e-02 4.384194e-02 AUO
## 446 12 - 25 2.237522 2.525222e-02 4.483557e-02 AUO
## 447 2 - 26 2.220600 2.637810e-02 4.645535e-02 AUO
## 448 13 - 8 -2.222139 2.627394e-02 4.646001e-02 AUO
## 449 10 - 5 -18.983340 2.342243e-80 1.018876e-77 BD
## 450 1 - 5 -15.794295 3.405822e-56 7.407664e-54 BD
## 451 5 - 7 12.714922 4.885963e-37 7.084646e-35 BD
## 452 5 - 9 9.513419 1.844965e-21 2.006399e-19 BD
## 453 15 - 5 -9.217492 3.041300e-20 2.645931e-18 BD
## 454 16 - 5 -8.630569 6.104756e-18 4.425948e-16 BD
## 455 3 - 5 -8.410877 4.069568e-17 2.528946e-15 BD
## 456 29 - 5 -6.947111 3.728433e-12 2.027336e-10 BD
## 457 14 - 5 -6.890993 5.540431e-12 2.677875e-10 BD
## 458 19 - 5 -6.872851 6.293138e-12 2.737515e-10 BD
## 459 12 - 5 -6.553510 5.620022e-11 2.222463e-09 BD
## 460 20 - 5 -6.373509 1.847512e-10 6.697233e-09 BD
## 461 4 - 5 -6.078973 1.209545e-09 4.047323e-08 BD
## 462 11 - 5 -5.742996 9.301592e-09 2.890138e-07 BD
## 463 22 - 5 -5.711892 1.117269e-08 3.240081e-07 BD
## 464 17 - 5 -5.599020 2.155669e-08 5.860725e-07 BD
## 465 2 - 5 -5.372319 7.773034e-08 1.988982e-06 BD
## 466 5 - 8 5.355206 8.545914e-08 2.065263e-06 BD
## 467 1 - 10 5.051377 4.386373e-07 1.004249e-05 BD
## 468 13 - 5 -5.040830 4.635176e-07 1.008151e-05 BD
## 469 30 - 5 -4.966825 6.805785e-07 1.409770e-05 BD
## 470 10 - 13 -4.900947 9.537592e-07 1.885842e-05 BD
## 471 10 - 24 -4.649763 3.323169e-06 6.285124e-05 BD
## 472 18 - 5 -4.366353 1.263383e-05 2.289881e-04 BD
## 473 25 - 5 -4.343785 1.400488e-05 2.436850e-04 BD
## 474 14 - 24 -4.310993 1.625228e-05 2.719131e-04 BD
## 475 19 - 24 -4.297368 1.728380e-05 2.784612e-04 BD
## 476 5 - 6 4.278492 1.881633e-05 2.923252e-04 BD
## 477 15 - 24 -4.177063 2.952973e-05 4.429460e-04 BD
## 478 10 - 6 -4.122153 3.753481e-05 5.442547e-04 BD
## 479 10 - 8 -4.085579 4.396712e-05 6.169580e-04 BD
## 480 27 - 5 -4.067849 4.744906e-05 6.450106e-04 BD
## 481 10 - 4 -3.967494 7.263219e-05 9.574244e-04 BD
## 482 16 - 24 -3.932264 8.414951e-05 1.076619e-03 BD
## 483 20 - 24 -3.839426 1.233225e-04 1.532722e-03 BD
## 484 10 - 23 -3.830719 1.277692e-04 1.543878e-03 BD
## 485 13 - 15 3.801041 1.440894e-04 1.566973e-03 BD
## 486 13 - 14 3.818585 1.342194e-04 1.577985e-03 BD
## 487 13 - 19 3.802368 1.433199e-04 1.598568e-03 BD
## 488 24 - 7 3.805107 1.417428e-04 1.622582e-03 BD
## 489 26 - 5 -3.731532 1.903186e-04 2.019234e-03 BD
## 490 14 - 23 -3.702198 2.137400e-04 2.213735e-03 BD
## 491 19 - 23 -3.688277 2.257779e-04 2.284032e-03 BD
## 492 14 - 28 -3.635086 2.778876e-04 2.747298e-03 BD
## 493 24 - 9 3.617806 2.971108e-04 2.749856e-03 BD
## 494 24 - 29 3.619653 2.949985e-04 2.789660e-03 BD
## 495 19 - 28 -3.622198 2.921102e-04 2.823732e-03 BD
## 496 14 - 6 -3.601324 3.166010e-04 2.869197e-03 BD
## 497 21 - 5 -3.580674 3.427095e-04 2.981572e-03 BD
## 498 19 - 6 -3.585834 3.360025e-04 2.982879e-03 BD
## 499 10 - 28 -3.564997 3.638604e-04 3.103515e-03 BD
## 500 14 - 8 -3.459663 5.408524e-04 4.356866e-03 BD
## 501 13 - 16 3.461133 5.379067e-04 4.414895e-03 BD
## 502 13 - 7 3.461605 5.369637e-04 4.491908e-03 BD
## 503 19 - 8 -3.443677 5.738610e-04 4.538719e-03 BD
## 504 15 - 23 -3.435215 5.920831e-04 4.599217e-03 BD
## 505 15 - 6 -3.417495 6.320035e-04 4.823185e-03 BD
## 506 14 - 4 -3.336404 8.486981e-04 6.365236e-03 BD
## 507 19 - 4 -3.320187 8.995733e-04 6.632447e-03 BD
## 508 15 - 28 -3.305975 9.464648e-04 6.861870e-03 BD
## 509 15 - 8 -3.269024 1.079192e-03 7.695881e-03 BD
## 510 13 - 20 3.258428 1.120312e-03 7.860251e-03 BD
## 511 22 - 24 -3.208373 1.334883e-03 9.073032e-03 BD
## 512 20 - 23 -3.210353 1.325722e-03 9.153796e-03 BD
## 513 16 - 23 -3.187365 1.435753e-03 9.608501e-03 BD
## 514 20 - 28 -3.175046 1.498126e-03 9.874015e-03 BD
## 515 1 - 14 3.126100 1.771414e-03 1.150097e-02 BD
## 516 16 - 6 -3.114524 1.842419e-03 1.161525e-02 BD
## 517 15 - 4 -3.117744 1.822411e-03 1.165807e-02 BD
## 518 1 - 19 3.108281 1.881790e-03 1.169398e-02 BD
## 519 11 - 24 -3.101516 1.925324e-03 1.179600e-02 BD
## 520 16 - 28 -3.088935 2.008751e-03 1.196995e-02 BD
## 521 13 - 9 3.089787 2.003004e-03 1.210148e-02 BD
## 522 20 - 6 -3.058145 2.227119e-03 1.309185e-02 BD
## 523 10 - 2 -3.011620 2.598577e-03 1.507175e-02 BD
## 524 13 - 29 3.004695 2.658474e-03 1.521627e-02 BD
## 525 10 - 12 -2.995614 2.738926e-03 1.547315e-02 BD
## 526 1 - 15 2.991548 2.775672e-03 1.547971e-02 BD
## 527 14 - 2 -2.970453 2.973608e-03 1.616899e-02 BD
## 528 23 - 7 2.971729 2.961278e-03 1.630577e-02 BD
## 529 6 - 7 2.954133 3.135489e-03 1.663339e-02 BD
## 530 14 - 26 -2.946260 3.216421e-03 1.665646e-02 BD
## 531 19 - 2 -2.955020 3.126490e-03 1.679041e-02 BD
## 532 16 - 8 -2.947221 3.206439e-03 1.680483e-02 BD
## 533 19 - 26 -2.932205 3.365641e-03 1.722417e-02 BD
## 534 23 - 29 2.919643 3.504322e-03 1.772535e-02 BD
## 535 20 - 8 -2.897541 3.761001e-03 1.880500e-02 BD
## 536 24 - 3 2.886418 3.896546e-03 1.926134e-02 BD
## 537 14 - 21 -2.874719 4.043872e-03 1.933060e-02 BD
## 538 12 - 14 2.875124 4.038691e-03 1.952034e-02 BD
## 539 28 - 29 2.878163 3.999986e-03 1.955049e-02 BD
## 540 12 - 19 2.859138 4.247939e-03 1.986939e-02 BD
## 541 19 - 21 -2.860941 4.223857e-03 1.997150e-02 BD
## 542 28 - 7 2.845812 4.429841e-03 2.049979e-02 BD
## 543 23 - 9 2.819777 4.805710e-03 2.200509e-02 BD
## 544 1 - 24 -2.810338 4.948956e-03 2.242496e-02 BD
## 545 7 - 8 -2.784479 5.361372e-03 2.379793e-02 BD
## 546 16 - 4 -2.787804 5.306665e-03 2.379793e-02 BD
## 547 20 - 4 -2.763857 5.712264e-03 2.509934e-02 BD
## 548 29 - 6 -2.758802 5.801373e-03 2.523597e-02 BD
## 549 28 - 9 2.739129 6.160219e-03 2.653163e-02 BD
## 550 10 - 26 -2.731376 6.307042e-03 2.663654e-02 BD
## 551 17 - 24 -2.726915 6.392943e-03 2.673971e-02 BD
## 552 24 - 30 2.733133 6.273503e-03 2.675465e-02 BD
## 553 6 - 9 2.710573 6.716701e-03 2.782633e-02 BD
## 554 4 - 7 2.601609 9.278744e-03 3.807787e-02 BD
## 555 10 - 21 -2.596131 9.428000e-03 3.832879e-02 BD
## 556 10 - 3 -2.592731 9.521734e-03 3.835143e-02 BD
## 557 14 - 3 -2.586336 9.700230e-03 3.871193e-02 BD
## 558 29 - 8 -2.576681 9.975399e-03 3.909278e-02 BD
## 559 1 - 16 2.576931 9.968197e-03 3.941969e-02 BD
## 560 19 - 3 -2.569861 1.017394e-02 3.951487e-02 BD
## 561 22 - 28 -2.556154 1.058363e-02 4.003374e-02 BD
## 562 15 - 2 -2.558106 1.052441e-02 4.015893e-02 BD
## 563 1 - 7 2.561072 1.043496e-02 4.016999e-02 BD
## 564 22 - 23 -2.546214 1.088985e-02 4.083693e-02 BD
## 565 8 - 9 2.516483 1.185328e-02 4.406987e-02 BD
## 566 13 - 22 2.494406 1.261682e-02 4.612030e-02 BD
## 567 1 - 20 2.496644 1.253749e-02 4.621871e-02 BD
## 568 15 - 26 -2.485204 1.294772e-02 4.693550e-02 BD
## 569 10 - 5 -24.118523 1.598117e-128 6.951807e-126 CD
## 570 1 - 5 -22.013360 2.144924e-107 4.665211e-105 CD
## 571 5 - 7 14.085419 4.668807e-45 6.769771e-43 CD
## 572 3 - 5 -13.053788 6.046499e-39 6.575568e-37 CD
## 573 10 - 8 -12.098778 1.071956e-33 7.771678e-32 CD
## 574 15 - 5 -12.113251 8.986011e-34 7.817830e-32 CD
## 575 5 - 9 12.017147 2.887718e-33 1.794511e-31 CD
## 576 29 - 5 -10.869376 1.613001e-27 8.770691e-26 CD
## 577 17 - 5 -10.127973 4.151674e-24 2.006642e-22 CD
## 578 15 - 8 -9.631843 5.866777e-22 2.552048e-20 CD
## 579 1 - 8 -9.570931 1.059477e-21 4.189750e-20 CD
## 580 29 - 8 -9.407243 5.093230e-21 1.846296e-19 CD
## 581 3 - 8 -9.317389 1.192386e-20 3.989909e-19 CD
## 582 26 - 5 -9.141279 6.171777e-20 1.917659e-18 CD
## 583 19 - 5 -9.089434 9.955632e-20 2.887133e-18 CD
## 584 8 - 9 8.844987 9.153916e-19 2.488721e-17 CD
## 585 17 - 8 -8.797196 1.402774e-18 3.589451e-17 CD
## 586 7 - 8 -8.761192 1.931972e-18 4.668933e-17 CD
## 587 30 - 5 -8.653220 5.006658e-18 1.146261e-16 CD
## 588 19 - 8 -8.394863 4.664386e-17 1.014504e-15 CD
## 589 26 - 8 -8.113619 4.913393e-16 1.017774e-14 CD
## 590 30 - 8 -7.919200 2.390444e-15 4.726560e-14 CD
## 591 21 - 5 -7.876432 3.368612e-15 6.371071e-14 CD
## 592 14 - 5 -7.864954 3.692345e-15 6.692375e-14 CD
## 593 20 - 5 -7.531918 5.000031e-14 8.700054e-13 CD
## 594 11 - 5 -7.391250 1.454553e-13 2.433580e-12 CD
## 595 14 - 8 -7.315919 2.556257e-13 4.118414e-12 CD
## 596 21 - 8 -7.127355 1.023157e-12 1.589547e-11 CD
## 597 20 - 8 -6.983649 2.876092e-12 4.314137e-11 CD
## 598 10 - 6 -6.725994 1.743978e-11 2.528768e-10 CD
## 599 11 - 8 -6.714756 1.883815e-11 2.643418e-10 CD
## 600 4 - 5 -6.692490 2.194043e-11 2.982527e-10 CD
## 601 10 - 13 -6.502188 7.916003e-11 1.043473e-09 CD
## 602 16 - 5 -6.463712 1.021652e-10 1.307114e-09 CD
## 603 10 - 12 -6.360111 2.016084e-10 2.505705e-09 CD
## 604 29 - 6 -6.128198 8.887988e-10 1.073965e-08 CD
## 605 25 - 5 -6.097951 1.074368e-09 1.229869e-08 CD
## 606 13 - 5 -6.098042 1.073758e-09 1.262392e-08 CD
## 607 2 - 5 -5.978749 2.248576e-09 2.508028e-08 CD
## 608 10 - 4 -5.967686 2.406413e-09 2.616975e-08 CD
## 609 15 - 6 -5.790112 7.033971e-09 7.462871e-08 CD
## 610 25 - 8 -5.758935 8.464650e-09 8.766959e-08 CD
## 611 19 - 6 -5.717699 1.079764e-08 1.092320e-07 CD
## 612 13 - 29 5.706181 1.155389e-08 1.116876e-07 CD
## 613 12 - 29 5.708427 1.140248e-08 1.127291e-07 CD
## 614 17 - 6 -5.544953 2.940330e-08 2.780530e-07 CD
## 615 12 - 5 -5.518270 3.423523e-08 3.168580e-07 CD
## 616 16 - 8 -5.434805 5.485645e-08 4.971365e-07 CD
## 617 29 - 4 -5.372178 7.779127e-08 6.905960e-07 CD
## 618 13 - 15 5.341652 9.210337e-08 8.012993e-07 CD
## 619 12 - 15 5.331585 9.735922e-08 8.304169e-07 CD
## 620 12 - 19 5.317263 1.053400e-07 8.812098e-07 CD
## 621 13 - 19 5.292738 1.204986e-07 9.889980e-07 CD
## 622 23 - 5 -5.287343 1.241056e-07 9.997394e-07 CD
## 623 4 - 8 -5.241472 1.593002e-07 1.259920e-06 CD
## 624 18 - 5 -5.207239 1.916713e-07 1.488875e-06 CD
## 625 30 - 6 -5.123865 2.993351e-07 2.284399e-06 CD
## 626 12 - 17 5.098381 3.425714e-07 2.569286e-06 CD
## 627 1 - 10 5.093440 3.516249e-07 2.592488e-06 CD
## 628 2 - 8 -5.087346 3.631092e-07 2.632542e-06 CD
## 629 13 - 17 5.083251 3.710282e-07 2.645857e-06 CD
## 630 26 - 6 -5.031460 4.867574e-07 3.415153e-06 CD
## 631 19 - 4 -5.016637 5.258368e-07 3.630778e-06 CD
## 632 3 - 6 -4.999952 5.734470e-07 3.897647e-06 CD
## 633 15 - 4 -4.950391 7.406458e-07 4.956630e-06 CD
## 634 24 - 29 4.939279 7.841207e-07 5.168068e-06 CD
## 635 23 - 8 -4.902680 9.453774e-07 6.137898e-06 CD
## 636 18 - 8 -4.835020 1.331322e-06 8.393114e-06 CD
## 637 19 - 24 -4.836125 1.323944e-06 8.469349e-06 CD
## 638 13 - 8 -4.827967 1.379337e-06 8.571592e-06 CD
## 639 27 - 5 -4.768126 1.859470e-06 1.139253e-05 CD
## 640 17 - 4 -4.749248 2.041745e-06 1.233554e-05 CD
## 641 28 - 5 -4.731695 2.226529e-06 1.326767e-05 CD
## 642 2 - 29 4.696522 2.646286e-06 1.555587e-05 CD
## 643 12 - 30 4.692115 2.703948e-06 1.568290e-05 CD
## 644 14 - 6 -4.672242 2.979292e-06 1.705252e-05 CD
## 645 6 - 9 4.664663 3.091225e-06 1.746341e-05 CD
## 646 13 - 30 4.660376 3.156319e-06 1.760255e-05 CD
## 647 10 - 24 -4.623166 3.779276e-06 2.080994e-05 CD
## 648 10 - 2 -4.612646 3.975756e-06 2.161817e-05 CD
## 649 27 - 8 -4.587167 4.493004e-06 2.412909e-05 CD
## 650 12 - 26 4.572273 4.824610e-06 2.559397e-05 CD
## 651 28 - 8 -4.555066 5.236914e-06 2.744648e-05 CD
## 652 13 - 26 4.543189 5.540962e-06 2.869427e-05 CD
## 653 12 - 8 -4.530105 5.895441e-06 3.017079e-05 CD
## 654 19 - 2 -4.514238 6.354483e-06 3.214186e-05 CD
## 655 13 - 3 4.471814 7.755889e-06 3.877944e-05 CD
## 656 12 - 3 4.469332 7.846438e-06 3.878637e-05 CD
## 657 16 - 29 4.462113 8.115560e-06 3.966594e-05 CD
## 658 17 - 24 -4.448304 8.655101e-06 4.183299e-05 CD
## 659 15 - 24 -4.425963 9.601310e-06 4.589637e-05 CD
## 660 30 - 4 -4.370444 1.239941e-05 5.862764e-05 CD
## 661 16 - 19 4.312732 1.612496e-05 7.542321e-05 CD
## 662 20 - 6 -4.283406 1.840535e-05 8.427712e-05 CD
## 663 10 - 16 -4.284489 1.831598e-05 8.476011e-05 CD
## 664 24 - 30 4.260471 2.039964e-05 9.243587e-05 CD
## 665 1 - 6 -4.248046 2.156427e-05 9.670576e-05 CD
## 666 12 - 14 4.238319 2.251998e-05 9.996114e-05 CD
## 667 26 - 4 -4.223972 2.400339e-05 1.054694e-04 CD
## 668 13 - 14 4.198173 2.690775e-05 1.170487e-04 CD
## 669 21 - 6 -4.186836 2.828702e-05 1.218302e-04 CD
## 670 15 - 2 -4.149921 3.325899e-05 1.418398e-04 CD
## 671 17 - 2 -4.116252 3.850834e-05 1.626323e-04 CD
## 672 12 - 9 4.113447 3.897954e-05 1.630394e-04 CD
## 673 13 - 9 4.099286 4.144263e-05 1.716909e-04 CD
## 674 1 - 29 4.095272 4.216735e-05 1.730452e-04 CD
## 675 24 - 26 4.070385 4.693544e-05 1.908123e-04 CD
## 676 6 - 7 4.065635 4.790188e-05 1.929381e-04 CD
## 677 22 - 5 -4.057013 4.970442e-05 1.983617e-04 CD
## 678 3 - 4 -4.027168 5.645269e-05 2.232447e-04 CD
## 679 19 - 22 -3.993746 6.503766e-05 2.548773e-04 CD
## 680 22 - 29 3.976244 7.001234e-05 2.719229e-04 CD
## 681 14 - 4 -3.922072 8.779069e-05 3.379553e-04 CD
## 682 14 - 24 -3.916507 8.984133e-05 3.428156e-04 CD
## 683 22 - 8 -3.911453 9.174268e-05 3.470267e-04 CD
## 684 15 - 16 -3.881734 1.037142e-04 3.889281e-04 CD
## 685 16 - 17 3.878867 1.049439e-04 3.901761e-04 CD
## 686 2 - 30 3.867569 1.099257e-04 4.052347e-04 CD
## 687 1 - 19 3.851275 1.175046e-04 4.295336e-04 CD
## 688 12 - 20 3.829289 1.285139e-04 4.620126e-04 CD
## 689 5 - 6 3.829764 1.282660e-04 4.649641e-04 CD
## 690 11 - 6 -3.789919 1.506962e-04 5.373185e-04 CD
## 691 13 - 20 3.783477 1.546528e-04 5.469427e-04 CD
## 692 12 - 21 3.702918 2.131338e-04 7.476871e-04 CD
## 693 29 - 7 -3.680665 2.326268e-04 8.095411e-04 CD
## 694 4 - 9 3.666104 2.462737e-04 8.502306e-04 CD
## 695 2 - 26 3.661601 2.506442e-04 8.585057e-04 CD
## 696 16 - 30 3.655116 2.570661e-04 8.668508e-04 CD
## 697 13 - 21 3.656298 2.558843e-04 8.696069e-04 CD
## 698 24 - 3 3.617541 2.974153e-04 9.951975e-04 CD
## 699 1 - 13 -3.611645 3.042608e-04 1.010332e-03 CD
## 700 1 - 12 -3.607997 3.085699e-04 1.016878e-03 CD
## 701 18 - 19 3.591351 3.289678e-04 1.075947e-03 CD
## 702 10 - 7 -3.568359 3.592241e-04 1.157500e-03 CD
## 703 19 - 7 -3.568855 3.585443e-04 1.163931e-03 CD
## 704 20 - 24 -3.551017 3.837454e-04 1.227421e-03 CD
## 705 19 - 23 -3.539307 4.011787e-04 1.273816e-03 CD
## 706 18 - 29 3.537141 4.044829e-04 1.275001e-03 CD
## 707 20 - 4 -3.500281 4.647674e-04 1.454488e-03 CD
## 708 17 - 22 -3.492839 4.779141e-04 1.484947e-03 CD
## 709 23 - 29 3.477703 5.057302e-04 1.560232e-03 CD
## 710 14 - 2 -3.472582 5.154776e-04 1.579104e-03 CD
## 711 1 - 15 3.469482 5.214627e-04 1.586268e-03 CD
## 712 6 - 8 -3.436750 5.887377e-04 1.778478e-03 CD
## 713 12 - 7 3.434289 5.941107e-04 1.782332e-03 CD
## 714 16 - 26 3.430562 6.023317e-04 1.794618e-03 CD
## 715 13 - 7 3.409024 6.519574e-04 1.929262e-03 CD
## 716 22 - 30 3.395040 6.861865e-04 2.003296e-03 CD
## 717 10 - 22 -3.395273 6.856031e-04 2.015117e-03 CD
## 718 24 - 9 3.391064 6.962188e-04 2.019034e-03 CD
## 719 21 - 24 -3.385916 7.094108e-04 2.043667e-03 CD
## 720 15 - 22 -3.374668 7.390489e-04 2.101218e-03 CD
## 721 1 - 17 3.375378 7.371442e-04 2.109590e-03 CD
## 722 21 - 4 -3.348009 8.139436e-04 2.299127e-03 CD
## 723 11 - 12 -3.290318 1.000741e-03 2.808531e-03 CD
## 724 14 - 16 -3.267276 1.085879e-03 3.027932e-03 CD
## 725 11 - 13 -3.236263 1.211057e-03 3.355477e-03 CD
## 726 2 - 3 3.183051 1.457318e-03 4.012236e-03 CD
## 727 25 - 6 -3.163582 1.558403e-03 4.263555e-03 CD
## 728 22 - 26 3.148440 1.641445e-03 4.462680e-03 CD
## 729 19 - 28 -3.095743 1.963203e-03 5.304307e-03 CD
## 730 1 - 30 3.091143 1.993875e-03 5.353924e-03 CD
## 731 14 - 22 -3.085194 2.034197e-03 5.428685e-03 CD
## 732 19 - 27 -3.069862 2.141576e-03 5.680400e-03 CD
## 733 2 - 20 3.057004 2.235614e-03 5.893892e-03 CD
## 734 1 - 4 -3.053820 2.259474e-03 5.920910e-03 CD
## 735 11 - 24 -3.045165 2.325528e-03 6.057513e-03 CD
## 736 17 - 18 -3.032318 2.426833e-03 6.283765e-03 CD
## 737 17 - 7 -3.005115 2.654807e-03 6.833379e-03 CD
## 738 24 - 5 -2.978907 2.892787e-03 7.402131e-03 CD
## 739 24 - 8 -2.972156 2.957163e-03 7.478873e-03 CD
## 740 17 - 23 -2.972879 2.950203e-03 7.504902e-03 CD
## 741 18 - 30 2.961100 3.065425e-03 7.707861e-03 CD
## 742 15 - 7 -2.953928 3.137568e-03 7.843921e-03 CD
## 743 28 - 29 2.949551 3.182361e-03 7.910440e-03 CD
## 744 11 - 4 -2.927975 3.411780e-03 8.432525e-03 CD
## 745 27 - 29 2.920615 3.493411e-03 8.585503e-03 CD
## 746 4 - 7 2.916584 3.538875e-03 8.648374e-03 CD
## 747 23 - 30 2.907172 3.647121e-03 8.863116e-03 CD
## 748 2 - 9 2.888419 3.871842e-03 9.356951e-03 CD
## 749 16 - 3 2.880606 3.969113e-03 9.539029e-03 CD
## 750 15 - 18 -2.877074 4.013809e-03 9.593445e-03 CD
## 751 2 - 21 2.862838 4.198649e-03 9.980394e-03 CD
## 752 10 - 18 -2.848148 4.397452e-03 1.039615e-02 CD
## 753 16 - 20 2.845615 4.432577e-03 1.042255e-02 CD
## 754 1 - 26 2.821201 4.784418e-03 1.118936e-02 CD
## 755 30 - 7 -2.816904 4.848903e-03 1.127953e-02 CD
## 756 15 - 23 -2.811509 4.930969e-03 1.140942e-02 CD
## 757 24 - 7 2.777504 5.477825e-03 1.260769e-02 CD
## 758 10 - 23 -2.771394 5.581692e-03 1.277914e-02 CD
## 759 1 - 24 -2.767354 5.651338e-03 1.287085e-02 CD
## 760 20 - 22 -2.708866 6.751356e-03 1.529604e-02 CD
## 761 19 - 9 -2.694013 7.059734e-03 1.591183e-02 CD
## 762 12 - 25 2.681334 7.332921e-03 1.635805e-02 CD
## 763 18 - 26 2.682948 7.297623e-03 1.636323e-02 CD
## 764 14 - 18 -2.651782 8.006823e-03 1.777024e-02 CD
## 765 1 - 14 2.648614 8.082259e-03 1.784661e-02 CD
## 766 16 - 21 2.634784 8.419089e-03 1.849648e-02 CD
## 767 23 - 26 2.625278 8.657828e-03 1.892540e-02 CD
## 768 13 - 25 2.618645 8.827969e-03 1.920083e-02 CD
## 769 14 - 23 -2.599738 9.329501e-03 2.019071e-02 CD
## 770 16 - 9 2.589390 9.614611e-03 2.060274e-02 CD
## 771 24 - 25 2.589438 9.613266e-03 2.070183e-02 CD
## 772 29 - 9 -2.565068 1.031555e-02 2.199639e-02 CD
## 773 19 - 3 -2.556043 1.058702e-02 2.246513e-02 CD
## 774 26 - 7 -2.511372 1.202628e-02 2.539531e-02 CD
## 775 22 - 3 2.509051 1.210560e-02 2.543930e-02 CD
## 776 21 - 22 -2.494868 1.260040e-02 2.635179e-02 CD
## 777 28 - 30 2.490874 1.274293e-02 2.639608e-02 CD
## 778 17 - 28 -2.492016 1.270204e-02 2.643725e-02 CD
## 779 11 - 2 -2.467680 1.359917e-02 2.803621e-02 CD
## 780 17 - 27 -2.463080 1.377492e-02 2.813187e-02 CD
## 781 27 - 30 2.464196 1.373209e-02 2.817668e-02 CD
## 782 14 - 7 -2.413601 1.579575e-02 3.210819e-02 CD
## 783 29 - 3 -2.402398 1.628797e-02 3.295474e-02 CD
## 784 25 - 4 -2.342545 1.915273e-02 3.857148e-02 CD
## 785 22 - 9 2.301578 2.135897e-02 4.281637e-02 CD
## 786 15 - 28 -2.281168 2.253848e-02 4.497358e-02 CD
## 787 18 - 20 2.255949 2.407385e-02 4.781793e-02 CD
## 788 15 - 27 -2.249850 2.445844e-02 4.836102e-02 CD
## 789 11 - 16 -2.237867 2.522971e-02 4.966029e-02 CD
## 790 1 - 10 -22.722117 2.708375e-114 1.178143e-111 ICC
## 791 1 - 3 -18.624446 2.035866e-77 4.428009e-75 ICC
## 792 10 - 5 18.120164 2.209357e-73 3.203568e-71 ICC
## 793 1 - 12 -17.507639 1.252830e-68 1.362453e-66 ICC
## 794 1 - 8 -16.132436 1.509469e-58 1.313238e-56 ICC
## 795 3 - 5 14.559133 5.110172e-48 3.704875e-46 ICC
## 796 1 - 15 -14.528640 7.978928e-48 4.958334e-46 ICC
## 797 12 - 5 13.759894 4.441748e-43 2.415201e-41 ICC
## 798 1 - 7 -13.406567 5.534215e-41 2.674871e-39 ICC
## 799 1 - 29 -13.276205 3.181139e-40 1.383795e-38 ICC
## 800 1 - 2 -13.152154 1.653939e-39 6.540578e-38 ICC
## 801 1 - 17 -12.753576 2.977667e-37 1.079404e-35 ICC
## 802 1 - 9 -12.389197 2.990216e-35 1.000572e-33 ICC
## 803 5 - 8 -12.304862 8.528229e-35 2.649842e-33 ICC
## 804 1 - 21 -11.726179 9.358891e-32 2.714078e-30 ICC
## 805 12 - 6 11.588978 4.686909e-31 1.274253e-29 ICC
## 806 12 - 13 11.544175 7.899609e-31 2.021370e-29 ICC
## 807 13 - 3 -11.522298 1.018578e-30 2.461563e-29 ICC
## 808 3 - 6 11.495116 1.395929e-30 3.195943e-29 ICC
## 809 1 - 5 -11.233508 2.791699e-29 6.071945e-28 ICC
## 810 1 - 16 -11.199530 4.099023e-29 8.490834e-28 ICC
## 811 15 - 5 10.901566 1.132907e-27 2.240067e-26 ICC
## 812 1 - 30 -10.879739 1.439741e-27 2.722989e-26 ICC
## 813 1 - 22 -10.766680 4.945131e-27 8.963050e-26 ICC
## 814 10 - 13 10.744485 6.291180e-27 1.094665e-25 ICC
## 815 1 - 23 -10.663578 1.506871e-26 2.521111e-25 ICC
## 816 6 - 8 -10.610914 2.651433e-26 4.271754e-25 ICC
## 817 10 - 6 10.579209 3.720877e-26 5.780648e-25 ICC
## 818 13 - 8 -10.465785 1.240439e-25 1.860659e-24 ICC
## 819 29 - 5 10.278466 8.811913e-25 1.277727e-23 ICC
## 820 1 - 14 -10.241748 1.288858e-24 1.808559e-23 ICC
## 821 29 - 6 10.036767 1.050608e-23 1.428171e-22 ICC
## 822 1 - 18 -9.951239 2.490634e-23 3.283109e-22 ICC
## 823 15 - 6 9.942800 2.710971e-23 3.468448e-22 ICC
## 824 1 - 20 -9.919279 3.432265e-23 4.265816e-22 ICC
## 825 17 - 5 9.740222 2.031109e-22 2.454256e-21 ICC
## 826 13 - 29 -9.723305 2.398669e-22 2.820057e-21 ICC
## 827 13 - 15 -9.693211 3.222358e-22 3.688752e-21 ICC
## 828 1 - 26 -9.633548 5.770206e-22 6.435999e-21 ICC
## 829 17 - 6 9.613343 7.023096e-22 7.637617e-21 ICC
## 830 2 - 5 9.572104 1.047523e-21 1.111397e-20 ICC
## 831 13 - 17 -9.271070 1.842875e-20 1.908692e-19 ICC
## 832 21 - 6 9.153438 5.514988e-20 5.579116e-19 ICC
## 833 2 - 6 9.085281 1.034309e-19 1.022556e-18 ICC
## 834 21 - 5 8.967421 3.035386e-19 2.934207e-18 ICC
## 835 13 - 21 -8.766900 1.836524e-18 1.736713e-17 ICC
## 836 13 - 2 -8.747144 2.188209e-18 2.025257e-17 ICC
## 837 30 - 6 8.680373 3.944740e-18 3.574920e-17 ICC
## 838 22 - 6 8.503114 1.845713e-17 1.638541e-16 ICC
## 839 14 - 6 8.296382 1.073304e-16 9.154651e-16 ICC
## 840 30 - 5 8.296912 1.068521e-16 9.296130e-16 ICC
## 841 13 - 30 -8.264058 1.408026e-16 1.177868e-15 ICC
## 842 23 - 6 8.190553 2.600290e-16 2.134200e-15 ICC
## 843 22 - 5 8.113784 4.906745e-16 3.952655e-15 ICC
## 844 13 - 22 -8.077659 6.602208e-16 5.221746e-15 ICC
## 845 5 - 9 -8.039478 9.022227e-16 7.008337e-15 ICC
## 846 5 - 7 -8.036257 9.262405e-16 7.068678e-15 ICC
## 847 12 - 24 8.012074 1.127896e-15 8.459221e-15 ICC
## 848 12 - 4 7.993542 1.311165e-15 9.667067e-15 ICC
## 849 20 - 6 7.935735 2.092521e-15 1.517078e-14 ICC
## 850 13 - 14 -7.862445 3.767063e-15 2.686348e-14 ICC
## 851 23 - 5 7.817635 5.382502e-15 3.776433e-14 ICC
## 852 14 - 5 7.790162 6.692317e-15 4.620885e-14 ICC
## 853 13 - 23 -7.748216 9.319217e-15 6.334155e-14 ICC
## 854 1 - 4 -7.737116 1.016975e-14 6.805907e-14 ICC
## 855 3 - 4 7.704269 1.315945e-14 8.673276e-14 ICC
## 856 24 - 3 -7.689662 1.475245e-14 9.578081e-14 ICC
## 857 18 - 6 7.597927 3.009113e-14 1.924947e-13 ICC
## 858 16 - 6 7.568469 3.776491e-14 2.346819e-13 ICC
## 859 6 - 9 -7.569418 3.748991e-14 2.363494e-13 ICC
## 860 1 - 25 -7.524225 5.303387e-14 3.249258e-13 ICC
## 861 16 - 5 7.491522 6.807969e-14 4.113148e-13 ICC
## 862 13 - 20 -7.482640 7.284420e-14 4.340716e-13 ICC
## 863 24 - 29 -7.408807 1.274406e-13 7.491443e-13 ICC
## 864 20 - 5 7.387954 1.491056e-13 8.648127e-13 ICC
## 865 26 - 6 7.268885 3.624658e-13 2.074640e-12 ICC
## 866 24 - 8 -7.236752 4.595578e-13 2.562919e-12 ICC
## 867 1 - 19 -7.238117 4.549563e-13 2.570208e-12 ICC
## 868 13 - 9 -7.125433 1.037541e-12 5.713042e-12 ICC
## 869 13 - 18 -7.119849 1.080455e-12 5.874973e-12 ICC
## 870 13 - 16 -7.097386 1.271385e-12 6.827807e-12 ICC
## 871 1 - 27 -7.089962 1.341490e-12 7.116442e-12 ICC
## 872 18 - 5 7.087333 1.367215e-12 7.165523e-12 ICC
## 873 17 - 24 7.052369 1.758970e-12 9.108951e-12 ICC
## 874 12 - 7 7.000162 2.556666e-12 1.308411e-11 ICC
## 875 4 - 8 -6.915152 4.673617e-12 2.363980e-11 ICC
## 876 6 - 7 -6.912455 4.763384e-12 2.381692e-11 ICC
## 877 15 - 24 6.872837 6.293744e-12 3.111112e-11 ICC
## 878 21 - 24 6.870031 6.418791e-12 3.137274e-11 ICC
## 879 29 - 4 6.855327 7.114938e-12 3.438887e-11 ICC
## 880 13 - 26 -6.769633 1.291095e-11 6.171720e-11 ICC
## 881 26 - 5 6.700574 2.076021e-11 9.815969e-11 ICC
## 882 3 - 7 6.669056 2.574533e-11 1.204217e-10 ICC
## 883 24 - 30 -6.608350 3.886279e-11 1.798438e-10 ICC
## 884 13 - 7 -6.430169 1.274619e-10 5.836413e-10 ICC
## 885 17 - 4 6.403093 1.522608e-10 6.828190e-10 ICC
## 886 22 - 24 6.404013 1.513456e-10 6.857848e-10 ICC
## 887 10 - 24 6.390030 1.658528e-10 7.361834e-10 ICC
## 888 14 - 24 6.381242 1.756578e-10 7.718297e-10 ICC
## 889 15 - 4 6.333580 2.395371e-10 1.041986e-09 ICC
## 890 2 - 24 6.243723 4.272763e-10 1.840250e-09 ICC
## 891 10 - 4 6.154894 7.512772e-10 3.203976e-09 ICC
## 892 21 - 4 6.119727 9.373561e-10 3.958737e-09 ICC
## 893 11 - 12 -6.065420 1.316096e-09 5.504824e-09 ICC
## 894 20 - 24 6.010535 1.849120e-09 7.660641e-09 ICC
## 895 23 - 24 6.001875 1.950523e-09 8.004506e-09 ICC
## 896 25 - 6 5.934076 2.955045e-09 1.201350e-08 ICC
## 897 29 - 7 5.814901 6.066993e-09 2.443650e-08 ICC
## 898 30 - 4 5.774505 7.717953e-09 3.080101e-08 ICC
## 899 7 - 8 -5.771644 7.850195e-09 3.104395e-08 ICC
## 900 19 - 6 5.685367 1.305324e-08 5.115459e-08 ICC
## 901 11 - 3 -5.667719 1.447110e-08 5.570732e-08 ICC
## 902 11 - 29 -5.667960 1.445073e-08 5.612562e-08 ICC
## 903 12 - 28 5.628713 1.815591e-08 6.927915e-08 ICC
## 904 27 - 6 5.556577 2.751162e-08 1.040657e-07 ICC
## 905 22 - 4 5.533066 3.146812e-08 1.180054e-07 ICC
## 906 18 - 24 5.495268 3.901165e-08 1.450433e-07 ICC
## 907 14 - 4 5.491661 3.981714e-08 1.467835e-07 ICC
## 908 2 - 4 5.462089 4.705652e-08 1.720133e-07 ICC
## 909 13 - 25 -5.389174 7.078234e-08 2.565860e-07 ICC
## 910 28 - 29 -5.366456 8.029878e-08 2.886774e-07 ICC
## 911 17 - 7 5.324465 1.012507e-07 3.610170e-07 ICC
## 912 11 - 17 -5.306349 1.118428e-07 3.955415e-07 ICC
## 913 11 - 8 -5.275658 1.322807e-07 4.640493e-07 ICC
## 914 28 - 3 -5.238878 1.615560e-07 5.622147e-07 ICC
## 915 11 - 21 -5.206310 1.926326e-07 6.650413e-07 ICC
## 916 24 - 26 -5.177704 2.246328e-07 7.694117e-07 ICC
## 917 15 - 7 5.142849 2.706030e-07 9.196274e-07 ICC
## 918 13 - 19 -5.128781 2.916240e-07 9.833832e-07 ICC
## 919 21 - 7 5.076110 3.852401e-07 1.289073e-06 ICC
## 920 23 - 4 5.053116 4.346605e-07 1.443338e-06 ICC
## 921 20 - 4 5.050933 4.396570e-07 1.448870e-06 ICC
## 922 17 - 28 5.034295 4.796115e-07 1.568654e-06 ICC
## 923 25 - 5 5.023336 5.078154e-07 1.648505e-06 ICC
## 924 11 - 30 -5.006837 5.533186e-07 1.782916e-06 ICC
## 925 13 - 27 -4.993942 5.915914e-07 1.878411e-06 ICC
## 926 16 - 24 4.994606 5.895603e-07 1.885726e-06 ICC
## 927 21 - 28 4.973193 6.585895e-07 2.075989e-06 ICC
## 928 11 - 15 -4.960263 7.039798e-07 2.203102e-06 ICC
## 929 28 - 8 -4.918941 8.701383e-07 2.703644e-06 ICC
## 930 11 - 14 -4.829357 1.369748e-06 4.225819e-06 ICC
## 931 28 - 30 -4.810118 1.508410e-06 4.620835e-06 ICC
## 932 12 - 9 4.798801 1.596183e-06 4.855521e-06 ICC
## 933 10 - 7 4.794881 1.627717e-06 4.917063e-06 ICC
## 934 11 - 22 -4.776590 1.782931e-06 5.348793e-06 ICC
## 935 30 - 7 4.754394 1.990425e-06 5.930377e-06 ICC
## 936 19 - 5 4.732037 2.222774e-06 6.577597e-06 ICC
## 937 24 - 9 -4.711848 2.454799e-06 7.215120e-06 ICC
## 938 14 - 28 4.660649 3.152138e-06 9.202549e-06 ICC
## 939 15 - 28 4.656669 3.213664e-06 9.319625e-06 ICC
## 940 22 - 28 4.588549 4.463374e-06 1.285806e-05 ICC
## 941 1 - 11 -4.580585 4.636764e-06 1.318296e-05 ICC
## 942 27 - 5 4.581194 4.623285e-06 1.323111e-05 ICC
## 943 14 - 7 4.493233 7.015006e-06 1.981512e-05 ICC
## 944 22 - 7 4.480389 7.450708e-06 2.091005e-05 ICC
## 945 4 - 6 4.460782 8.166124e-06 2.277092e-05 ICC
## 946 11 - 20 -4.427184 9.547120e-06 2.645221e-05 ICC
## 947 18 - 4 4.424748 9.655491e-06 2.658316e-05 ICC
## 948 11 - 2 -4.343191 1.404279e-05 3.841895e-05 ICC
## 949 11 - 23 -4.307450 1.651474e-05 4.489946e-05 ICC
## 950 24 - 25 -4.303278 1.682894e-05 4.546951e-05 ICC
## 951 20 - 28 4.277189 1.892678e-05 5.082190e-05 ICC
## 952 3 - 9 4.266320 1.987241e-05 5.303374e-05 ICC
## 953 29 - 9 4.261876 2.027181e-05 5.376974e-05 ICC
## 954 2 - 7 4.185034 2.851235e-05 7.516892e-05 ICC
## 955 10 - 11 4.175269 2.976347e-05 7.799465e-05 ICC
## 956 23 - 28 4.135667 3.539245e-05 9.218991e-05 ICC
## 957 2 - 28 4.106215 4.021950e-05 1.041398e-04 ICC
## 958 19 - 24 4.084505 4.417096e-05 1.136945e-04 ICC
## 959 26 - 4 4.028624 5.610429e-05 1.435610e-04 ICC
## 960 20 - 7 4.006489 6.162803e-05 1.567731e-04 ICC
## 961 24 - 27 -3.971217 7.150641e-05 1.808447e-04 ICC
## 962 10 - 12 -3.966492 7.293828e-05 1.833997e-04 ICC
## 963 23 - 7 3.917949 8.930567e-05 2.232642e-04 ICC
## 964 24 - 7 -3.904098 9.457750e-05 2.350927e-04 ICC
## 965 10 - 28 3.852543 1.168972e-04 2.889221e-04 ICC
## 966 17 - 9 3.806154 1.411444e-04 3.468803e-04 ICC
## 967 1 - 28 -3.798067 1.458289e-04 3.563796e-04 ICC
## 968 11 - 18 -3.794061 1.482034e-04 3.601591e-04 ICC
## 969 16 - 4 3.786766 1.526207e-04 3.688335e-04 ICC
## 970 21 - 9 3.720082 1.991581e-04 4.786396e-04 ICC
## 971 8 - 9 3.707588 2.092425e-04 5.001125e-04 ICC
## 972 13 - 4 -3.672803 2.399041e-04 5.702639e-04 ICC
## 973 18 - 28 3.661187 2.510492e-04 5.935130e-04 ICC
## 974 12 - 16 3.566417 3.618950e-04 8.509423e-04 ICC
## 975 30 - 9 3.515197 4.394286e-04 1.027696e-03 ICC
## 976 11 - 26 -3.453797 5.527540e-04 1.285818e-03 ICC
## 977 10 - 29 -3.405672 6.600131e-04 1.519078e-03 ICC
## 978 4 - 9 -3.405840 6.596074e-04 1.526219e-03 ICC
## 979 16 - 29 -3.347123 8.165501e-04 1.869470e-03 ICC
## 980 26 - 28 3.342932 8.289810e-04 1.887993e-03 ICC
## 981 14 - 9 3.338288 8.429647e-04 1.909842e-03 ICC
## 982 10 - 3 -3.304805 9.504240e-04 2.142147e-03 ICC
## 983 15 - 9 3.291951 9.949489e-04 2.230942e-03 ICC
## 984 18 - 7 3.243410 1.181081e-03 2.634718e-03 ICC
## 985 22 - 9 3.222506 1.270745e-03 2.820276e-03 ICC
## 986 4 - 5 3.169199 1.528600e-03 3.375334e-03 ICC
## 987 11 - 6 3.167237 1.538951e-03 3.381029e-03 ICC
## 988 5 - 6 3.084269 2.040530e-03 4.460456e-03 ICC
## 989 11 - 16 -3.064542 2.180035e-03 4.741577e-03 ICC
## 990 25 - 4 3.018389 2.541221e-03 5.499658e-03 ICC
## 991 16 - 3 -2.985549 2.830700e-03 6.095815e-03 ICC
## 992 16 - 28 2.946225 3.216783e-03 6.859316e-03 ICC
## 993 1 - 13 -2.947257 3.206064e-03 6.870138e-03 ICC
## 994 16 - 17 -2.923699 3.458996e-03 7.339820e-03 ICC
## 995 16 - 21 -2.921659 3.481721e-03 7.352178e-03 ICC
## 996 10 - 17 -2.893856 3.805424e-03 7.996906e-03 ICC
## 997 10 - 21 -2.849639 4.376887e-03 9.153585e-03 ICC
## 998 20 - 9 2.839948 4.512091e-03 9.391194e-03 ICC
## 999 26 - 7 2.799856 5.112534e-03 1.059025e-02 ICC
## 1000 16 - 30 -2.783069 5.384729e-03 1.110122e-02 ICC
## 1001 19 - 4 2.757997 5.815675e-03 1.193311e-02 ICC
## 1002 11 - 25 -2.728088 6.370260e-03 1.300969e-02 ICC
## 1003 27 - 29 -2.704424 6.842295e-03 1.390840e-02 ICC
## 1004 28 - 6 2.694979 7.039317e-03 1.417640e-02 ICC
## 1005 25 - 28 2.695092 7.036915e-03 1.423748e-02 ICC
## 1006 12 - 27 2.675454 7.462821e-03 1.496003e-02 ICC
## 1007 10 - 30 -2.666065 7.674479e-03 1.531375e-02 ICC
## 1008 14 - 16 2.655178 7.926656e-03 1.567316e-02 ICC
## 1009 11 - 9 -2.656320 7.899872e-03 1.569153e-02 ICC
## 1010 10 - 8 -2.643010 8.217255e-03 1.617424e-02 ICC
## 1011 27 - 4 2.623158 8.711893e-03 1.707060e-02 ICC
## 1012 23 - 9 2.602929 9.243111e-03 1.803028e-02 ICC
## 1013 16 - 8 -2.588353 9.643613e-03 1.872755e-02 ICC
## 1014 19 - 29 -2.584616 9.748746e-03 1.884758e-02 ICC
## 1015 28 - 9 -2.557019 1.055734e-02 2.032055e-02 ICC
## 1016 12 - 19 2.542539 1.100504e-02 2.108895e-02 ICC
## 1017 11 - 19 -2.506861 1.218086e-02 2.313832e-02 ICC
## 1018 10 - 14 -2.507809 1.214824e-02 2.317755e-02 ICC
## 1019 19 - 28 2.488153 1.284084e-02 2.418080e-02 ICC
## 1020 16 - 22 -2.488305 1.283536e-02 2.427557e-02 ICC
## 1021 2 - 9 2.479048 1.317338e-02 2.470008e-02 ICC
## 1022 11 - 13 2.432039 1.501408e-02 2.803058e-02 ICC
## 1023 21 - 27 2.427804 1.519056e-02 2.823887e-02 ICC
## 1024 11 - 27 -2.392303 1.674302e-02 3.099240e-02 ICC
## 1025 27 - 28 2.380994 1.726600e-02 3.182504e-02 ICC
## 1026 17 - 27 2.372262 1.767953e-02 3.244976e-02 ICC
## 1027 27 - 30 -2.355846 1.848058e-02 3.377754e-02 ICC
## 1028 25 - 29 -2.353251 1.861005e-02 3.387185e-02 ICC
## 1029 10 - 22 -2.331360 1.973436e-02 3.576853e-02 ICC
## 1030 19 - 21 -2.313246 2.070914e-02 3.737957e-02 ICC
## 1031 24 - 4 -2.304308 2.120535e-02 3.796020e-02 ICC
## 1032 16 - 7 2.305691 2.112791e-02 3.797786e-02 ICC
## 1033 12 - 25 2.285863 2.226230e-02 3.968894e-02 ICC
## 1034 14 - 27 2.279655 2.262815e-02 4.001319e-02 ICC
## 1035 15 - 16 2.280310 2.258933e-02 4.010758e-02 ICC
## 1036 17 - 19 2.252455 2.429355e-02 4.278418e-02 ICC
## 1037 19 - 30 -2.245389 2.474320e-02 4.340036e-02 ICC
## 1038 4 - 7 -2.201747 2.768317e-02 4.836216e-02 ICC
## 1039 27 - 3 -2.195164 2.815181e-02 4.898415e-02 ICC
## 1040 10 - 15 -2.186432 2.878404e-02 4.988470e-02 ICC
## 1041 1 - 5 -10.780656 4.248463e-27 1.848081e-24 ISC
## 1042 3 - 5 -7.305062 2.771385e-13 6.027761e-11 ISC
## 1043 5 - 7 7.220680 5.172814e-13 7.500580e-11 ISC
## 1044 5 - 9 6.288177 3.212161e-10 3.493226e-08 ISC
## 1045 10 - 5 -5.639659 1.703871e-08 1.482368e-06 ISC
## 1046 19 - 5 -5.221466 1.775119e-07 1.286961e-05 ISC
## 1047 4 - 5 -5.126001 2.959610e-07 1.839186e-05 ISC
## 1048 13 - 5 -5.014258 5.323852e-07 2.894845e-05 ISC
## 1049 12 - 5 -4.867051 1.132759e-06 5.475002e-05 ISC
## 1050 22 - 5 -4.528190 5.949108e-06 2.587862e-04 ISC
## 1051 2 - 5 -3.999177 6.356320e-05 2.513636e-03 ISC
## 1052 26 - 5 -3.803297 1.427830e-04 5.175883e-03 ISC
## 1053 19 - 24 -3.544905 3.927553e-04 1.220347e-02 ISC
## 1054 19 - 8 -3.552948 3.809403e-04 1.274685e-02 ISC
## 1055 10 - 3 3.483313 4.952481e-04 1.346456e-02 ISC
## 1056 10 - 19 3.492041 4.793440e-04 1.390098e-02 ISC
## 1057 11 - 5 -3.436350 5.896097e-04 1.508707e-02 ISC
## 1058 5 - 6 3.403567 6.651200e-04 1.522775e-02 ISC
## 1059 28 - 5 -3.412817 6.429515e-04 1.553799e-02 ISC
## 1060 3 - 8 -3.223308 1.267193e-03 2.756144e-02 ISC
## 1061 21 - 5 -3.119567 1.811173e-03 3.425480e-02 ISC
## 1062 19 - 23 -3.129744 1.749584e-03 3.459405e-02 ISC
## 1063 17 - 19 3.131954 1.736469e-03 3.596971e-02 ISC
## 1064 19 - 20 -3.041436 2.354527e-03 4.267580e-02 ISC
## 1065 24 - 3 3.004103 2.663650e-03 4.634751e-02 ISC
## 1066 16 - 5 -2.984735 2.838243e-03 4.748599e-02 ISC
## 1067 15 - 19 2.962453 3.051982e-03 4.917082e-02 ISC
## 1068 1 - 5 4.887238 1.022603e-06 4.448324e-04 LUD
## 1069 10 - 24 -4.220193 2.440931e-05 1.061805e-03 LUD
## 1070 21 - 5 4.239868 2.236515e-05 1.080982e-03 LUD
## 1071 23 - 3 4.173258 3.002747e-05 1.088496e-03 LUD
## 1072 16 - 23 -4.287609 1.806063e-05 1.122339e-03 LUD
## 1073 10 - 21 -4.471761 7.757819e-06 1.124884e-03 LUD
## 1074 21 - 3 4.184214 2.861543e-05 1.131610e-03 LUD
## 1075 16 - 17 -4.094645 4.228163e-05 1.149532e-03 LUD
## 1076 16 - 24 -4.101333 4.107767e-05 1.191252e-03 LUD
## 1077 17 - 5 4.068630 4.729028e-05 1.210075e-03 LUD
## 1078 23 - 5 4.240925 2.226010e-05 1.210393e-03 LUD
## 1079 14 - 21 -4.129526 3.635123e-05 1.216368e-03 LUD
## 1080 16 - 21 -4.301296 1.698020e-05 1.231064e-03 LUD
## 1081 14 - 23 -4.105848 4.028350e-05 1.251666e-03 LUD
## 1082 1 - 10 4.376045 1.208520e-05 1.314265e-03 LUD
## 1083 10 - 17 -4.312665 1.612983e-05 1.403295e-03 LUD
## 1084 17 - 3 3.977800 6.955572e-05 1.512837e-03 LUD
## 1085 24 - 3 3.965167 7.334468e-05 1.519283e-03 LUD
## 1086 24 - 5 3.979768 6.898251e-05 1.579336e-03 LUD
## 1087 14 - 24 -3.980824 6.867689e-05 1.659691e-03 LUD
## 1088 10 - 23 -4.473919 7.679880e-06 1.670374e-03 LUD
## 1089 14 - 17 -3.908738 9.277956e-05 1.834505e-03 LUD
## 1090 21 - 29 3.605299 3.117939e-04 5.896972e-03 LUD
## 1091 23 - 29 3.578039 3.461820e-04 6.274549e-03 LUD
## 1092 10 - 12 -3.498320 4.681994e-04 8.146670e-03 LUD
## 1093 24 - 29 3.436940 5.883253e-04 9.843135e-03 LUD
## 1094 17 - 29 3.350543 8.065343e-04 1.299416e-02 LUD
## 1095 10 - 6 -3.313190 9.223841e-04 1.432990e-02 LUD
## 1096 21 - 7 3.302237 9.591697e-04 1.438755e-02 LUD
## 1097 23 - 7 3.276542 1.050869e-03 1.523759e-02 LUD
## 1098 12 - 16 3.217039 1.295210e-03 1.817473e-02 LUD
## 1099 12 - 5 3.191003 1.417798e-03 1.927319e-02 LUD
## 1100 16 - 6 -3.153936 1.610847e-03 2.123389e-02 LUD
## 1101 14 - 6 -3.099664 1.937402e-03 2.341027e-02 LUD
## 1102 1 - 16 3.107393 1.887456e-03 2.345838e-02 LUD
## 1103 24 - 7 3.087635 2.017559e-03 2.371995e-02 LUD
## 1104 14 - 26 -3.077405 2.088113e-03 2.390340e-02 LUD
## 1105 12 - 3 3.052470 2.269667e-03 2.408062e-02 LUD
## 1106 10 - 8 -3.066683 2.164485e-03 2.414234e-02 LUD
## 1107 12 - 14 3.107422 1.887267e-03 2.414592e-02 LUD
## 1108 1 - 3 3.053860 2.259176e-03 2.456854e-02 LUD
## 1109 17 - 7 3.018615 2.539327e-03 2.630018e-02 LUD
## 1110 16 - 26 -3.011332 2.601045e-03 2.631289e-02 LUD
## 1111 10 - 13 -2.989584 2.793572e-03 2.700453e-02 LUD
## 1112 5 - 6 -2.993891 2.754444e-03 2.723143e-02 LUD
## 1113 10 - 26 -2.975939 2.920927e-03 2.762181e-02 LUD
## 1114 3 - 6 -2.966079 3.016234e-03 2.791621e-02 LUD
## 1115 16 - 8 -2.898055 3.754844e-03 3.402827e-02 LUD
## 1116 10 - 4 -2.888021 3.876737e-03 3.441593e-02 LUD
## 1117 21 - 25 2.869882 4.106244e-03 3.502384e-02 LUD
## 1118 14 - 8 -2.875939 4.028280e-03 3.504604e-02 LUD
## 1119 1 - 14 2.855638 4.295043e-03 3.592969e-02 LUD
## 1120 1 - 21 -2.848483 4.392822e-03 3.605430e-02 LUD
## 1121 14 - 27 -2.829079 4.668224e-03 3.692141e-02 LUD
## 1122 23 - 25 2.833151 4.609165e-03 3.712939e-02 LUD
## 1123 1 - 23 -2.814798 4.880791e-03 3.791329e-02 LUD
## 1124 13 - 16 2.805951 5.016835e-03 3.828637e-02 LUD
## 1125 26 - 3 2.792203 5.235050e-03 3.859740e-02 LUD
## 1126 13 - 14 2.793419 5.215406e-03 3.911554e-02 LUD
## 1127 14 - 30 -2.752947 5.906142e-03 4.281953e-02 LUD
## 1128 16 - 4 -2.732690 6.281943e-03 4.337532e-02 LUD
## 1129 14 - 4 -2.740956 6.126071e-03 4.368591e-02 LUD
## 1130 24 - 25 2.735151 6.235167e-03 4.374674e-02 LUD
## 1131 21 - 22 2.722839 6.472367e-03 4.399187e-02 LUD
## 1132 5 - 8 -2.716462 6.598374e-03 4.415835e-02 LUD
## 1133 14 - 15 -2.700814 6.917000e-03 4.558932e-02 LUD
## 1134 22 - 23 -2.684117 7.272172e-03 4.652051e-02 LUD
## 1135 3 - 8 -2.687820 7.192011e-03 4.669440e-02 LUD
## 1136 26 - 5 2.673582 7.504585e-03 4.731152e-02 LUD
## 1137 16 - 27 -2.651270 8.018975e-03 4.983220e-02 LUD
## 1138 10 - 5 -14.874629 4.816477e-50 2.095168e-47 NC
## 1139 1 - 10 9.681352 3.618991e-22 7.871304e-20 NC
## 1140 5 - 7 9.009976 2.061023e-19 2.988483e-17 NC
## 1141 3 - 5 -8.550586 1.224656e-17 1.331813e-15 NC
## 1142 4 - 5 -8.405342 4.266183e-17 3.711579e-15 NC
## 1143 10 - 21 -8.028674 9.853200e-16 6.123060e-14 NC
## 1144 15 - 5 -8.042428 8.807562e-16 6.385482e-14 NC
## 1145 15 - 21 -7.499882 6.387520e-14 3.473214e-12 NC
## 1146 21 - 4 7.335787 2.204224e-13 1.065375e-11 NC
## 1147 21 - 3 7.220439 5.182006e-13 2.254172e-11 NC
## 1148 21 - 7 6.814203 9.478766e-12 3.748421e-10 NC
## 1149 2 - 21 -6.753681 1.441408e-11 5.225105e-10 NC
## 1150 2 - 5 -6.653971 2.852887e-11 9.546197e-10 NC
## 1151 19 - 21 -6.531275 6.521214e-11 1.891152e-09 NC
## 1152 10 - 9 -6.532764 6.456696e-11 2.006188e-09 NC
## 1153 21 - 30 6.203866 5.509271e-10 1.331407e-08 NC
## 1154 1 - 15 6.217026 5.066671e-10 1.377501e-08 NC
## 1155 1 - 4 6.206752 5.409079e-10 1.384088e-08 NC
## 1156 1 - 3 6.145530 7.969695e-10 1.824641e-08 NC
## 1157 21 - 27 6.026386 1.676667e-09 3.646751e-08 NC
## 1158 10 - 23 -6.008716 1.869989e-09 3.873548e-08 NC
## 1159 21 - 29 5.959234 2.534228e-09 5.010860e-08 NC
## 1160 20 - 21 -5.881973 4.054034e-09 7.347936e-08 NC
## 1161 14 - 21 -5.882465 4.042006e-09 7.644663e-08 NC
## 1162 1 - 7 5.830887 5.513353e-09 9.593235e-08 NC
## 1163 15 - 23 -5.743704 9.262754e-09 1.549730e-07 NC
## 1164 10 - 13 -5.636348 1.736942e-08 2.798406e-07 NC
## 1165 19 - 5 -5.617700 1.935162e-08 3.006412e-07 NC
## 1166 21 - 22 5.589323 2.279563e-08 3.419345e-07 NC
## 1167 12 - 21 -5.555256 2.772045e-08 4.019465e-07 NC
## 1168 15 - 9 -5.546654 2.911883e-08 4.086029e-07 NC
## 1169 23 - 4 5.493192 3.947341e-08 5.365917e-07 NC
## 1170 17 - 21 -5.480558 4.239867e-08 5.588916e-07 NC
## 1171 23 - 3 5.340250 9.281842e-08 1.187530e-06 NC
## 1172 4 - 9 -5.324599 1.011760e-07 1.257474e-06 NC
## 1173 30 - 5 -5.220921 1.780353e-07 2.151259e-06 NC
## 1174 3 - 9 -5.165541 2.397451e-07 2.818624e-06 NC
## 1175 19 - 23 -5.107325 3.267508e-07 3.740437e-06 NC
## 1176 21 - 6 5.080974 3.755040e-07 4.188314e-06 NC
## 1177 29 - 5 -5.031772 4.859657e-07 5.284877e-06 NC
## 1178 2 - 23 -5.007037 5.527440e-07 5.864479e-06 NC
## 1179 11 - 21 -4.998384 5.781264e-07 5.987737e-06 NC
## 1180 1 - 2 4.961220 7.005193e-07 7.086648e-06 NC
## 1181 27 - 5 -4.952892 7.311866e-07 7.228777e-06 NC
## 1182 13 - 15 4.926419 8.375030e-07 8.095862e-06 NC
## 1183 21 - 24 4.890037 1.008171e-06 9.533789e-06 NC
## 1184 12 - 5 -4.847777 1.248529e-06 1.155553e-05 NC
## 1185 23 - 7 4.835620 1.327314e-06 1.202878e-05 NC
## 1186 20 - 5 -4.773324 1.812098e-06 1.608699e-05 NC
## 1187 14 - 5 -4.763386 1.903716e-06 1.656233e-05 NC
## 1188 23 - 30 4.727256 2.275739e-06 1.941071e-05 NC
## 1189 10 - 18 -4.711358 2.460720e-06 2.058487e-05 NC
## 1190 13 - 4 4.643326 3.428452e-06 2.813918e-05 NC
## 1191 15 - 18 -4.635469 3.561289e-06 2.816656e-05 NC
## 1192 21 - 8 4.636511 3.543391e-06 2.854399e-05 NC
## 1193 1 - 19 4.603546 4.153584e-06 3.226445e-05 NC
## 1194 23 - 27 4.597204 4.281983e-06 3.267829e-05 NC
## 1195 16 - 21 -4.585422 4.530693e-06 3.398020e-05 NC
## 1196 7 - 9 -4.578501 4.683202e-06 3.452869e-05 NC
## 1197 2 - 9 -4.553568 5.274349e-06 3.823903e-05 NC
## 1198 19 - 9 -4.535150 5.756247e-06 4.104865e-05 NC
## 1199 13 - 3 4.456702 8.323011e-06 5.839532e-05 NC
## 1200 14 - 23 -4.451792 8.515667e-06 5.879865e-05 NC
## 1201 20 - 23 -4.425631 9.616069e-06 6.535922e-05 NC
## 1202 1 - 21 -4.405381 1.055979e-05 7.066939e-05 NC
## 1203 22 - 5 -4.397612 1.094484e-05 7.213645e-05 NC
## 1204 23 - 29 4.336094 1.450367e-05 9.416564e-05 NC
## 1205 18 - 4 4.328192 1.503387e-05 9.617253e-05 NC
## 1206 17 - 5 -4.319282 1.565374e-05 9.868665e-05 NC
## 1207 21 - 25 4.289336 1.792084e-05 1.113652e-04 NC
## 1208 18 - 19 4.227634 2.361612e-05 1.446903e-04 NC
## 1209 1 - 30 4.145758 3.386921e-05 1.990960e-04 NC
## 1210 10 - 8 -4.148213 3.350800e-05 1.996710e-04 NC
## 1211 18 - 3 4.151113 3.308621e-05 1.998958e-04 NC
## 1212 13 - 19 4.114943 3.872759e-05 2.246200e-04 NC
## 1213 30 - 9 -4.094148 4.237231e-05 2.425257e-04 NC
## 1214 22 - 23 -4.083549 4.435305e-05 2.505659e-04 NC
## 1215 13 - 21 -3.989110 6.632163e-05 3.698706e-04 NC
## 1216 1 - 5 -3.963864 7.374630e-05 4.060714e-04 NC
## 1217 13 - 2 3.958361 7.546579e-05 4.103452e-04 NC
## 1218 1 - 27 3.950584 7.796083e-05 4.186785e-04 NC
## 1219 27 - 9 -3.937757 8.224671e-05 4.363087e-04 NC
## 1220 18 - 2 3.913328 9.103270e-05 4.770991e-04 NC
## 1221 15 - 8 -3.886543 1.016819e-04 5.265669e-04 NC
## 1222 5 - 6 3.849191 1.185088e-04 5.994341e-04 NC
## 1223 17 - 23 -3.850958 1.176567e-04 6.021255e-04 NC
## 1224 18 - 30 3.815732 1.357800e-04 6.789002e-04 NC
## 1225 13 - 7 3.794781 1.477741e-04 7.304741e-04 NC
## 1226 14 - 9 -3.767468 1.649116e-04 8.060286e-04 NC
## 1227 1 - 14 3.764454 1.669131e-04 8.067469e-04 NC
## 1228 1 - 20 3.740172 1.838940e-04 8.790538e-04 NC
## 1229 20 - 9 -3.736077 1.869137e-04 8.837767e-04 NC
## 1230 1 - 29 3.722786 1.970362e-04 9.216210e-04 NC
## 1231 18 - 27 3.717513 2.011937e-04 9.310559e-04 NC
## 1232 12 - 23 -3.713010 2.048084e-04 9.378071e-04 NC
## 1233 21 - 26 3.688918 2.252100e-04 1.020483e-03 NC
## 1234 13 - 30 3.654177 2.580085e-04 1.157048e-03 NC
## 1235 29 - 9 -3.638349 2.743916e-04 1.217963e-03 NC
## 1236 18 - 7 3.585018 3.370547e-04 1.466188e-03 NC
## 1237 11 - 5 -3.586815 3.347418e-04 1.470835e-03 NC
## 1238 21 - 9 3.569612 3.575097e-04 1.524674e-03 NC
## 1239 14 - 18 -3.572101 3.541290e-04 1.525209e-03 NC
## 1240 10 - 16 -3.549074 3.865887e-04 1.632681e-03 NC
## 1241 18 - 20 3.529452 4.164215e-04 1.741763e-03 NC
## 1242 13 - 27 3.520669 4.304594e-04 1.783332e-03 NC
## 1243 15 - 16 -3.507009 4.531739e-04 1.842343e-03 NC
## 1244 4 - 8 -3.508457 4.507145e-04 1.849630e-03 NC
## 1245 11 - 23 -3.445021 5.710152e-04 2.299922e-03 NC
## 1246 24 - 5 -3.436197 5.899426e-04 2.332955e-03 NC
## 1247 21 - 5 3.438360 5.852486e-04 2.335625e-03 NC
## 1248 15 - 26 -3.427568 6.090137e-04 2.386675e-03 NC
## 1249 19 - 8 -3.410926 6.474254e-04 2.514554e-03 NC
## 1250 23 - 24 3.355137 7.932566e-04 3.053687e-03 NC
## 1251 13 - 14 3.351269 8.044208e-04 3.069500e-03 NC
## 1252 18 - 29 3.331416 8.640528e-04 3.268374e-03 NC
## 1253 22 - 9 -3.327590 8.760083e-04 3.285031e-03 NC
## 1254 10 - 26 -3.305355 9.485608e-04 3.467428e-03 NC
## 1255 1 - 22 3.307350 9.418318e-04 3.472007e-03 NC
## 1256 13 - 20 3.308834 9.368548e-04 3.483178e-03 NC
## 1257 23 - 6 3.299831 9.674310e-04 3.506937e-03 NC
## 1258 3 - 8 -3.280632 1.035749e-03 3.723559e-03 NC
## 1259 19 - 26 -3.258634 1.119501e-03 3.991662e-03 NC
## 1260 16 - 19 3.191773 1.414023e-03 5.000813e-03 NC
## 1261 15 - 28 -3.188162 1.431801e-03 5.022849e-03 NC
## 1262 21 - 28 3.172200 1.512887e-03 5.264846e-03 NC
## 1263 18 - 22 3.157701 1.590186e-03 5.489927e-03 NC
## 1264 5 - 8 3.155109 1.604384e-03 5.495330e-03 NC
## 1265 19 - 28 -3.142127 1.677254e-03 5.700043e-03 NC
## 1266 13 - 29 3.130828 1.743144e-03 5.878045e-03 NC
## 1267 16 - 4 3.105666 1.898509e-03 6.352702e-03 NC
## 1268 26 - 4 3.055022 2.250438e-03 7.472829e-03 NC
## 1269 17 - 9 -3.035096 2.404590e-03 7.924218e-03 NC
## 1270 1 - 17 3.030967 2.437721e-03 7.972997e-03 NC
## 1271 16 - 5 -3.008202 2.627980e-03 8.531130e-03 NC
## 1272 1 - 12 2.992989 2.762595e-03 8.901696e-03 NC
## 1273 10 - 28 -2.982839 2.855883e-03 9.134626e-03 NC
## 1274 2 - 8 -2.969271 2.985073e-03 9.478153e-03 NC
## 1275 30 - 8 -2.920163 3.498479e-03 1.102781e-02 NC
## 1276 15 - 6 -2.897687 3.759258e-03 1.176459e-02 NC
## 1277 13 - 22 2.881968 3.951998e-03 1.227942e-02 NC
## 1278 16 - 3 2.873110 4.064520e-03 1.253948e-02 NC
## 1279 12 - 9 -2.862425 4.204122e-03 1.287883e-02 NC
## 1280 26 - 3 2.849072 4.384698e-03 1.333807e-02 NC
## 1281 17 - 18 -2.846280 4.423329e-03 1.336214e-02 NC
## 1282 23 - 25 2.842153 4.480999e-03 1.344300e-02 NC
## 1283 28 - 4 2.836067 4.567280e-03 1.360799e-02 NC
## 1284 27 - 8 -2.825134 4.726078e-03 1.398533e-02 NC
## 1285 26 - 30 2.808237 4.981354e-03 1.464114e-02 NC
## 1286 16 - 23 -2.796291 5.169286e-03 1.509154e-02 NC
## 1287 23 - 8 2.778230 5.465593e-03 1.585022e-02 NC
## 1288 10 - 6 -2.769530 5.613719e-03 1.617197e-02 NC
## 1289 19 - 6 -2.743184 6.084657e-03 1.729952e-02 NC
## 1290 26 - 27 2.743612 6.076730e-03 1.739064e-02 NC
## 1291 12 - 15 2.732823 6.279405e-03 1.773728e-02 NC
## 1292 28 - 30 2.718575 6.556379e-03 1.840016e-02 NC
## 1293 2 - 26 -2.709997 6.728389e-03 1.876185e-02 NC
## 1294 16 - 30 2.702535 6.881289e-03 1.906599e-02 NC
## 1295 27 - 28 -2.669846 7.588602e-03 2.089267e-02 NC
## 1296 25 - 5 -2.665647 7.684032e-03 2.102235e-02 NC
## 1297 14 - 8 -2.658152 7.857041e-03 2.136133e-02 NC
## 1298 16 - 2 2.652451 7.990980e-03 2.159054e-02 NC
## 1299 28 - 3 2.647668 8.104918e-03 2.176321e-02 NC
## 1300 16 - 27 2.624163 8.686232e-03 2.318105e-02 NC
## 1301 10 - 12 -2.608581 9.091839e-03 2.411555e-02 NC
## 1302 14 - 26 -2.596803 9.409585e-03 2.465765e-02 NC
## 1303 20 - 8 -2.597825 9.381638e-03 2.473341e-02 NC
## 1304 12 - 19 2.585234 9.731282e-03 2.534795e-02 NC
## 1305 12 - 18 -2.569364 1.018853e-02 2.638101e-02 NC
## 1306 2 - 28 -2.565219 1.031108e-02 2.638424e-02 NC
## 1307 18 - 21 -2.565781 1.029438e-02 2.649736e-02 NC
## 1308 11 - 9 -2.552133 1.070656e-02 2.723598e-02 NC
## 1309 14 - 28 -2.535221 1.123765e-02 2.825652e-02 NC
## 1310 13 - 17 2.532191 1.133524e-02 2.833809e-02 NC
## 1311 20 - 26 -2.535747 1.122077e-02 2.837811e-02 NC
## 1312 7 - 8 -2.513208 1.196389e-02 2.973881e-02 NC
## 1313 11 - 18 -2.493192 1.266004e-02 3.129043e-02 NC
## 1314 20 - 28 -2.474588 1.333898e-02 3.278224e-02 NC
## 1315 14 - 16 -2.462363 1.380249e-02 3.373081e-02 NC
## 1316 1 - 11 2.454837 1.409485e-02 3.425285e-02 NC
## 1317 4 - 6 -2.449820 1.429275e-02 3.434999e-02 NC
## 1318 24 - 9 -2.449842 1.429187e-02 3.453869e-02 NC
## 1319 18 - 24 2.415884 1.569706e-02 3.751770e-02 NC
## 1320 16 - 20 2.397385 1.651254e-02 3.925113e-02 NC
## 1321 1 - 24 2.336652 1.945729e-02 4.599956e-02 NC
## 1322 6 - 9 -2.312946 2.072562e-02 4.873321e-02 NC
## 1323 10 - 5 -15.449117 7.648372e-54 3.327042e-51 ND
## 1324 3 - 5 -9.540918 1.415734e-21 3.079221e-19 ND
## 1325 1 - 5 -8.414921 3.931606e-17 5.700828e-15 ND
## 1326 10 - 13 -8.078951 6.532623e-16 7.104227e-14 ND
## 1327 5 - 7 8.022854 1.033161e-15 8.988500e-14 ND
## 1328 15 - 5 -7.421718 1.156107e-13 8.381776e-12 ND
## 1329 12 - 5 -7.301900 2.837315e-13 1.763189e-11 ND
## 1330 5 - 6 7.253460 4.062560e-13 2.209017e-11 ND
## 1331 19 - 5 -7.183841 6.777987e-13 3.276027e-11 ND
## 1332 1 - 10 7.131036 9.961631e-13 4.333310e-11 ND
## 1333 13 - 3 6.936490 4.019612e-12 1.589574e-10 ND
## 1334 29 - 5 -6.711054 1.932229e-11 7.004331e-10 ND
## 1335 4 - 5 -6.685592 2.299936e-11 7.695940e-10 ND
## 1336 13 - 19 6.629194 3.375239e-11 1.048735e-09 ND
## 1337 13 - 15 6.026067 1.679973e-09 4.871920e-08 ND
## 1338 13 - 6 5.946444 2.740310e-09 7.450219e-08 ND
## 1339 13 - 29 5.889725 3.868394e-09 9.898537e-08 ND
## 1340 5 - 8 5.812940 6.138522e-09 1.483476e-07 ND
## 1341 12 - 13 -5.722596 1.049088e-08 2.401859e-07 ND
## 1342 16 - 19 5.502515 3.744122e-08 8.143466e-07 ND
## 1343 18 - 19 5.472835 4.428928e-08 8.376451e-07 ND
## 1344 11 - 5 -5.479617 4.262485e-08 8.428095e-07 ND
## 1345 10 - 16 -5.485690 4.118588e-08 8.531360e-07 ND
## 1346 27 - 5 -5.261071 1.432183e-07 2.595832e-06 ND
## 1347 14 - 5 -5.239418 1.610838e-07 2.802858e-06 ND
## 1348 13 - 7 5.189221 2.111756e-07 3.533130e-06 ND
## 1349 13 - 4 5.132115 2.865039e-07 4.615895e-06 ND
## 1350 1 - 19 5.115383 3.131050e-07 4.864310e-06 ND
## 1351 1 - 3 5.045796 4.516365e-07 6.774547e-06 ND
## 1352 25 - 5 -5.028443 4.944783e-07 7.169936e-06 ND
## 1353 11 - 13 -4.975577 6.505347e-07 9.128471e-06 ND
## 1354 10 - 18 -4.962150 6.971709e-07 9.477167e-06 ND
## 1355 16 - 3 4.954824 7.239567e-07 9.543066e-06 ND
## 1356 13 - 27 4.910427 9.087821e-07 1.162707e-05 ND
## 1357 13 - 14 4.891071 1.002887e-06 1.246446e-05 ND
## 1358 22 - 5 -4.881321 1.053778e-06 1.273315e-05 ND
## 1359 19 - 21 -4.792476 1.647354e-06 1.936754e-05 ND
## 1360 19 - 24 -4.776876 1.780392e-06 2.038080e-05 ND
## 1361 17 - 19 4.754221 1.992129e-06 2.166440e-05 ND
## 1362 19 - 9 -4.754248 1.991862e-06 2.221692e-05 ND
## 1363 13 - 25 4.702480 2.570203e-06 2.661995e-05 ND
## 1364 18 - 3 4.703641 2.555620e-06 2.711451e-05 ND
## 1365 13 - 8 4.619060 3.854815e-06 3.899639e-05 ND
## 1366 16 - 29 4.531135 5.866765e-06 5.800097e-05 ND
## 1367 18 - 29 4.524487 6.054207e-06 5.852400e-05 ND
## 1368 13 - 22 4.501978 6.732396e-06 6.366505e-05 ND
## 1369 10 - 9 -4.489697 7.132453e-06 6.601313e-05 ND
## 1370 15 - 16 -4.390541 1.130688e-05 1.024686e-04 ND
## 1371 19 - 2 -4.378176 1.196769e-05 1.062438e-04 ND
## 1372 16 - 6 4.344271 1.397392e-05 1.215731e-04 ND
## 1373 19 - 28 -4.322109 1.545450e-05 1.292829e-04 ND
## 1374 15 - 18 -4.324402 1.529460e-05 1.304540e-04 ND
## 1375 18 - 6 4.293689 1.757288e-05 1.442302e-04 ND
## 1376 20 - 5 -4.127014 3.675035e-05 2.960445e-04 ND
## 1377 1 - 29 4.047400 5.178963e-05 4.096089e-04 ND
## 1378 12 - 16 -4.010897 6.048845e-05 4.698657e-04 ND
## 1379 18 - 27 3.997454 6.402755e-05 4.886313e-04 ND
## 1380 14 - 18 -3.980838 6.867263e-05 4.897147e-04 ND
## 1381 1 - 13 -3.987366 6.681084e-05 4.925884e-04 ND
## 1382 1 - 15 3.989433 6.623130e-05 4.967347e-04 ND
## 1383 12 - 18 -3.981171 6.857648e-05 4.971795e-04 ND
## 1384 10 - 17 -3.963178 7.395851e-05 5.189024e-04 ND
## 1385 10 - 21 -3.943651 8.025047e-05 5.541104e-04 ND
## 1386 3 - 9 -3.930458 8.478415e-05 5.762672e-04 ND
## 1387 19 - 7 -3.925954 8.638683e-05 5.781273e-04 ND
## 1388 1 - 6 3.911776 9.161986e-05 6.038582e-04 ND
## 1389 11 - 18 -3.903270 9.490181e-05 6.070925e-04 ND
## 1390 10 - 24 -3.906507 9.363978e-05 6.079598e-04 ND
## 1391 19 - 23 -3.874508 1.068404e-04 6.639370e-04 ND
## 1392 13 - 20 3.877799 1.054057e-04 6.645141e-04 ND
## 1393 16 - 27 3.860862 1.129878e-04 6.922491e-04 ND
## 1394 30 - 5 -3.849674 1.182754e-04 7.145803e-04 ND
## 1395 14 - 16 -3.842374 1.218499e-04 7.260918e-04 ND
## 1396 18 - 25 3.818953 1.340194e-04 7.878166e-04 ND
## 1397 11 - 16 -3.785663 1.532995e-04 8.891372e-04 ND
## 1398 21 - 3 3.779816 1.569441e-04 8.982986e-04 ND
## 1399 21 - 29 3.753526 1.743642e-04 9.724157e-04 ND
## 1400 17 - 3 3.750163 1.767194e-04 9.730750e-04 ND
## 1401 24 - 3 3.755370 1.730857e-04 9.778220e-04 ND
## 1402 24 - 29 3.742442 1.822404e-04 9.909324e-04 ND
## 1403 5 - 9 3.734676 1.879569e-04 1.009398e-03 ND
## 1404 17 - 29 3.683453 2.300958e-04 1.220630e-03 ND
## 1405 16 - 25 3.662245 2.500150e-04 1.310320e-03 ND
## 1406 29 - 9 -3.619229 2.954816e-04 1.530172e-03 ND
## 1407 13 - 30 3.614445 3.009921e-04 1.540371e-03 ND
## 1408 18 - 22 3.560378 3.703211e-04 1.873136e-03 ND
## 1409 1 - 12 3.528373 4.181229e-04 2.090615e-03 ND
## 1410 19 - 26 -3.520054 4.314591e-04 2.108817e-03 ND
## 1411 10 - 2 -3.520958 4.299910e-04 2.125524e-03 ND
## 1412 19 - 8 -3.494419 4.750949e-04 2.296292e-03 ND
## 1413 18 - 4 3.477726 5.056874e-04 2.417297e-03 ND
## 1414 15 - 21 -3.472905 5.148575e-04 2.434380e-03 ND
## 1415 15 - 24 -3.459797 5.405823e-04 2.528530e-03 ND
## 1416 21 - 6 3.450332 5.598975e-04 2.591015e-03 ND
## 1417 24 - 6 3.438197 5.856025e-04 2.681443e-03 ND
## 1418 16 - 4 3.413642 6.410079e-04 2.904567e-03 ND
## 1419 15 - 17 -3.400954 6.715111e-04 3.011416e-03 ND
## 1420 16 - 22 3.387435 7.054935e-04 3.131527e-03 ND
## 1421 17 - 6 3.375116 7.378458e-04 3.242050e-03 ND
## 1422 15 - 9 -3.369332 7.535053e-04 3.277748e-03 ND
## 1423 21 - 27 3.332227 8.615386e-04 3.674209e-03 ND
## 1424 6 - 9 -3.327524 8.762147e-04 3.700518e-03 ND
## 1425 24 - 27 3.332823 8.596960e-04 3.702651e-03 ND
## 1426 14 - 21 -3.315783 9.138691e-04 3.750312e-03 ND
## 1427 19 - 4 -3.316428 9.117603e-04 3.777292e-03 ND
## 1428 14 - 24 -3.316561 9.113279e-04 3.811804e-03 ND
## 1429 28 - 29 3.268007 1.083077e-03 4.403162e-03 ND
## 1430 2 - 3 3.255924 1.130240e-03 4.552355e-03 ND
## 1431 18 - 7 3.241125 1.190591e-03 4.751443e-03 ND
## 1432 10 - 28 -3.234746 1.217510e-03 4.814699e-03 ND
## 1433 1 - 27 3.226876 1.251496e-03 4.860720e-03 ND
## 1434 17 - 27 3.227056 1.250708e-03 4.901423e-03 ND
## 1435 2 - 5 -3.219798 1.282808e-03 4.938242e-03 ND
## 1436 14 - 17 -3.209858 1.328005e-03 5.067388e-03 ND
## 1437 1 - 14 3.205609 1.347772e-03 5.098093e-03 ND
## 1438 2 - 29 3.200367 1.372525e-03 5.146970e-03 ND
## 1439 26 - 5 -3.190356 1.420978e-03 5.283124e-03 ND
## 1440 11 - 24 -3.181706 1.464104e-03 5.307377e-03 ND
## 1441 16 - 7 3.185943 1.442831e-03 5.318913e-03 ND
## 1442 11 - 21 -3.182282 1.461197e-03 5.341349e-03 ND
## 1443 28 - 3 3.166129 1.544823e-03 5.553702e-03 ND
## 1444 24 - 25 3.158113 1.587942e-03 5.615893e-03 ND
## 1445 21 - 25 3.155557 1.601917e-03 5.619629e-03 ND
## 1446 18 - 8 3.158889 1.583719e-03 5.646868e-03 ND
## 1447 1 - 11 3.126659 1.768047e-03 6.152803e-03 ND
## 1448 10 - 7 -3.115640 1.835465e-03 6.336724e-03 ND
## 1449 12 - 21 -3.107007 1.889920e-03 6.473350e-03 ND
## 1450 12 - 24 -3.098330 1.946149e-03 6.613865e-03 ND
## 1451 18 - 20 3.084404 2.039604e-03 6.877735e-03 ND
## 1452 11 - 17 -3.073686 2.114320e-03 7.074841e-03 ND
## 1453 17 - 25 3.042291 2.347851e-03 7.796298e-03 ND
## 1454 27 - 9 -3.026459 2.474367e-03 8.154166e-03 ND
## 1455 16 - 8 3.010027 2.612248e-03 8.480060e-03 ND
## 1456 12 - 17 -3.012124 2.594267e-03 8.485009e-03 ND
## 1457 14 - 9 -3.007001 2.638390e-03 8.501479e-03 ND
## 1458 1 - 25 2.998393 2.714074e-03 8.681045e-03 ND
## 1459 13 - 9 2.980609 2.876762e-03 9.134245e-03 ND
## 1460 13 - 26 2.968414 2.993408e-03 9.435743e-03 ND
## 1461 27 - 28 -2.956171 3.114844e-03 9.747892e-03 ND
## 1462 15 - 28 -2.944391 3.235907e-03 1.005443e-02 ND
## 1463 14 - 28 -2.940788 3.273781e-03 1.009996e-02 ND
## 1464 28 - 6 2.930042 3.389166e-03 1.038230e-02 ND
## 1465 12 - 9 -2.911594 3.595900e-03 1.093858e-02 ND
## 1466 11 - 9 -2.873044 4.065372e-03 1.228081e-02 ND
## 1467 22 - 24 -2.868128 4.129090e-03 1.238727e-02 ND
## 1468 21 - 22 2.863737 4.186758e-03 1.238939e-02 ND
## 1469 15 - 2 -2.865779 4.159849e-03 1.239407e-02 ND
## 1470 16 - 20 2.846762 4.416633e-03 1.298132e-02 ND
## 1471 2 - 6 2.838627 4.530803e-03 1.322751e-02 ND
## 1472 18 - 30 2.836017 4.568003e-03 1.324721e-02 ND
## 1473 25 - 9 -2.817420 4.841118e-03 1.394627e-02 ND
## 1474 13 - 2 2.810961 4.939374e-03 1.413571e-02 ND
## 1475 25 - 28 -2.790911 5.255985e-03 1.494349e-02 ND
## 1476 11 - 28 -2.774273 5.532528e-03 1.562760e-02 ND
## 1477 12 - 19 2.768096 5.638479e-03 1.582412e-02 ND
## 1478 2 - 27 2.742490 6.097524e-03 1.700271e-02 ND
## 1479 17 - 22 2.737405 6.192599e-03 1.715784e-02 ND
## 1480 14 - 2 -2.724070 6.448285e-03 1.775319e-02 ND
## 1481 1 - 4 2.705643 6.817230e-03 1.865091e-02 ND
## 1482 23 - 29 2.699069 6.953371e-03 1.890448e-02 ND
## 1483 10 - 19 2.663603 7.730877e-03 2.088777e-02 ND
## 1484 1 - 22 2.661370 7.782328e-03 2.089699e-02 ND
## 1485 3 - 7 -2.626121 8.636421e-03 2.304812e-02 ND
## 1486 19 - 30 -2.610870 9.031226e-03 2.395477e-02 ND
## 1487 10 - 23 -2.604956 9.188598e-03 2.422449e-02 ND
## 1488 24 - 4 2.595320 9.450296e-03 2.461604e-02 ND
## 1489 12 - 28 -2.592820 9.519266e-03 2.464810e-02 ND
## 1490 21 - 4 2.595487 9.445706e-03 2.475230e-02 ND
## 1491 16 - 30 2.569932 1.017185e-02 2.602796e-02 ND
## 1492 29 - 7 -2.570278 1.016169e-02 2.615584e-02 ND
## 1493 11 - 2 -2.549914 1.077494e-02 2.740994e-02 ND
## 1494 23 - 3 2.543076 1.098812e-02 2.762910e-02 ND
## 1495 2 - 25 2.544595 1.094045e-02 2.766917e-02 ND
## 1496 23 - 5 -2.520848 1.170723e-02 2.926808e-02 ND
## 1497 22 - 28 -2.493335 1.265495e-02 3.145659e-02 ND
## 1498 1 - 7 2.477713 1.322276e-02 3.249662e-02 ND
## 1499 22 - 9 -2.477840 1.321805e-02 3.266960e-02 ND
## 1500 17 - 4 2.460892 1.385921e-02 3.386941e-02 ND
## 1501 20 - 24 -2.426367 1.525085e-02 3.706213e-02 ND
## 1502 20 - 21 -2.415910 1.569594e-02 3.772229e-02 ND
## 1503 12 - 2 -2.416850 1.565549e-02 3.783409e-02 ND
## 1504 13 - 23 2.404928 1.617566e-02 3.866162e-02 ND
## 1505 23 - 27 2.399126 1.643424e-02 3.906499e-02 ND
## 1506 14 - 23 -2.382511 1.719500e-02 4.065123e-02 ND
## 1507 19 - 3 -2.358984 1.832505e-02 4.308863e-02 ND
## 1508 15 - 23 -2.310829 2.084229e-02 4.874406e-02 ND
## 1509 21 - 7 2.296654 2.163853e-02 4.902480e-02 ND
## 1510 23 - 6 2.297379 2.159717e-02 4.918726e-02 ND
## 1511 24 - 8 2.304928 2.117059e-02 4.924710e-02 ND
## 1512 21 - 8 2.298830 2.151462e-02 4.925715e-02 ND
## 1513 24 - 7 2.299306 2.148756e-02 4.945549e-02 ND
## 1514 19 - 20 -2.300019 2.144715e-02 4.962505e-02 ND
## 1515 10 - 5 -17.780101 1.007980e-70 4.384713e-68 SD
## 1516 1 - 5 -15.184949 4.449104e-52 9.676801e-50 SD
## 1517 5 - 7 13.116486 2.649376e-39 3.841595e-37 SD
## 1518 3 - 5 -9.516489 1.791287e-21 1.948024e-19 SD
## 1519 15 - 5 -8.298558 1.053830e-16 9.168321e-15 SD
## 1520 5 - 9 7.811818 5.636892e-15 4.086746e-13 SD
## 1521 16 - 5 -7.432173 1.068278e-13 6.638582e-12 SD
## 1522 29 - 5 -7.406453 1.297218e-13 7.053621e-12 SD
## 1523 13 - 5 -7.173378 7.316940e-13 3.536521e-11 SD
## 1524 19 - 5 -7.157865 8.194300e-13 3.564521e-11 SD
## 1525 11 - 5 -6.800036 1.045929e-11 4.136174e-10 SD
## 1526 4 - 5 -6.660750 2.724339e-11 9.875729e-10 SD
## 1527 17 - 5 -6.445769 1.150156e-10 3.848601e-09 SD
## 1528 2 - 5 -6.334334 2.383691e-10 7.406467e-09 SD
## 1529 12 - 5 -5.994315 2.043446e-09 5.925993e-08 SD
## 1530 20 - 5 -5.926912 3.086834e-09 8.392330e-08 SD
## 1531 14 - 5 -5.776424 7.630484e-09 1.952506e-07 SD
## 1532 30 - 5 -5.411678 6.243689e-08 1.508892e-06 SD
## 1533 10 - 8 -5.227764 1.715722e-07 3.928101e-06 SD
## 1534 21 - 5 -5.176640 2.259179e-07 4.679728e-06 SD
## 1535 26 - 5 -5.179469 2.225183e-07 4.839773e-06 SD
## 1536 22 - 5 -5.156443 2.516850e-07 4.976499e-06 SD
## 1537 5 - 6 4.825667 1.395355e-06 2.639040e-05 SD
## 1538 19 - 8 -4.611816 3.991656e-06 7.234876e-05 SD
## 1539 7 - 8 -4.602420 4.176096e-06 7.266407e-05 SD
## 1540 1 - 10 4.464658 8.019686e-06 1.341755e-04 SD
## 1541 27 - 5 -4.206977 2.588092e-05 4.169703e-04 SD
## 1542 23 - 5 -4.157108 3.223021e-05 5.007193e-04 SD
## 1543 29 - 8 -4.056738 4.976284e-05 7.464427e-04 SD
## 1544 11 - 8 -3.896402 9.763215e-05 1.415666e-03 SD
## 1545 15 - 8 -3.860527 1.131426e-04 1.587646e-03 SD
## 1546 28 - 5 -3.700898 2.148382e-04 2.920457e-03 SD
## 1547 3 - 8 -3.679013 2.341380e-04 3.086365e-03 SD
## 1548 18 - 5 -3.599598 3.187091e-04 4.077602e-03 SD
## 1549 19 - 6 -3.537312 4.042226e-04 5.023909e-03 SD
## 1550 1 - 19 3.528730 4.175597e-04 5.045513e-03 SD
## 1551 19 - 24 -3.519920 4.316774e-04 5.075126e-03 SD
## 1552 5 - 8 3.475356 5.101766e-04 5.840180e-03 SD
## 1553 20 - 8 -3.446769 5.673329e-04 6.327944e-03 SD
## 1554 14 - 8 -3.394567 6.873713e-04 7.475162e-03 SD
## 1555 12 - 19 3.383055 7.168429e-04 7.605528e-03 SD
## 1556 16 - 8 -3.301769 9.607724e-04 9.719441e-03 SD
## 1557 19 - 4 -3.304747 9.506221e-04 9.845729e-03 SD
## 1558 17 - 8 -3.266261 1.089778e-03 1.077394e-02 SD
## 1559 1 - 7 3.257665 1.123330e-03 1.085885e-02 SD
## 1560 18 - 19 3.153708 1.612101e-03 1.524487e-02 SD
## 1561 10 - 6 -3.102304 1.920207e-03 1.777213e-02 SD
## 1562 13 - 19 3.066649 2.164728e-03 1.961785e-02 SD
## 1563 19 - 25 -2.997764 2.719679e-03 2.414409e-02 SD
## 1564 10 - 12 -2.936546 3.318893e-03 2.830820e-02 SD
## 1565 25 - 5 -2.938047 3.302868e-03 2.873495e-02 SD
## 1566 30 - 8 -2.922016 3.477736e-03 2.909260e-02 SD
## 1567 19 - 9 -2.873806 4.055582e-03 3.328638e-02 SD
## 1568 10 - 4 -2.846459 4.420843e-03 3.496485e-02 SD
## 1569 10 - 24 -2.848726 4.389466e-03 3.535958e-02 SD
## 1570 24 - 29 2.798637 5.131885e-03 3.916438e-02 SD
## 1571 19 - 23 -2.791492 5.246558e-03 3.934918e-02 SD
## 1572 1 - 8 -2.801829 5.081380e-03 3.947144e-02 SD
## 1573 29 - 6 -2.774045 5.536408e-03 3.948094e-02 SD
## 1574 11 - 24 -2.774910 5.521703e-03 4.003235e-02 SD
## 1575 24 - 5 -2.777664 5.475119e-03 4.036741e-02 SD
## 1576 8 - 9 2.757838 5.818510e-03 4.082342e-02 SD
## 1577 1 - 29 2.736284 6.213732e-03 4.290434e-02 SD
## 1578 11 - 6 -2.719427 6.539519e-03 4.444829e-02 SD
## 1579 6 - 7 2.688276 7.182199e-03 4.806549e-02 SD
## 1580 19 - 2 -2.679673 7.369409e-03 4.857111e-02 SD
## 1581 10 - 5 -16.557115 1.422534e-61 6.188021e-59 SUM.Composite
## 1582 1 - 5 -15.207856 3.136481e-52 6.821847e-50 SUM.Composite
## 1583 3 - 5 -12.220800 2.407057e-34 3.490233e-32 SUM.Composite
## 1584 5 - 7 11.785135 4.656722e-32 5.064185e-30 SUM.Composite
## 1585 15 - 5 -9.227370 2.773570e-20 2.413006e-18 SUM.Composite
## 1586 13 - 5 -8.797310 1.401343e-18 1.015973e-16 SUM.Composite
## 1587 4 - 5 -8.132632 4.200690e-16 2.610429e-14 SUM.Composite
## 1588 5 - 9 7.463631 8.417036e-14 4.576763e-12 SUM.Composite
## 1589 29 - 5 -7.289716 3.106090e-13 1.501277e-11 SUM.Composite
## 1590 3 - 8 -6.822060 8.974445e-12 3.903883e-10 SUM.Composite
## 1591 19 - 5 -6.686141 2.291330e-11 9.061168e-10 SUM.Composite
## 1592 17 - 5 -6.373665 1.845633e-10 6.690419e-09 SUM.Composite
## 1593 10 - 8 -6.235347 4.507767e-10 1.508368e-08 SUM.Composite
## 1594 30 - 5 -6.101361 1.051692e-09 3.049906e-08 SUM.Composite
## 1595 14 - 5 -6.109398 1.000079e-09 3.107389e-08 SUM.Composite
## 1596 2 - 5 -5.863913 4.520851e-09 1.229106e-07 SUM.Composite
## 1597 15 - 8 -5.745163 9.183251e-09 2.219286e-07 SUM.Composite
## 1598 26 - 5 -5.747795 9.041476e-09 2.313554e-07 SUM.Composite
## 1599 21 - 3 5.685212 1.306504e-08 2.991207e-07 SUM.Composite
## 1600 7 - 8 -5.308331 1.106336e-07 2.406280e-06 SUM.Composite
## 1601 15 - 21 -5.074825 3.878530e-07 7.668912e-06 SUM.Composite
## 1602 11 - 5 -5.074909 3.876814e-07 8.030543e-06 SUM.Composite
## 1603 19 - 8 -5.045970 4.512264e-07 8.178478e-06 SUM.Composite
## 1604 16 - 5 -5.051487 4.383842e-07 8.291180e-06 SUM.Composite
## 1605 27 - 5 -5.000974 5.704132e-07 9.925190e-06 SUM.Composite
## 1606 12 - 3 4.990314 6.028125e-07 1.008552e-05 SUM.Composite
## 1607 29 - 8 -4.982029 6.292092e-07 1.013726e-05 SUM.Composite
## 1608 10 - 21 -4.941586 7.748962e-07 1.203857e-05 SUM.Composite
## 1609 3 - 6 -4.878376 1.069628e-06 1.550960e-05 SUM.Composite
## 1610 23 - 3 4.883865 1.040264e-06 1.560396e-05 SUM.Composite
## 1611 19 - 21 -4.857588 1.188241e-06 1.667370e-05 SUM.Composite
## 1612 13 - 8 -4.834922 1.331977e-06 1.810656e-05 SUM.Composite
## 1613 21 - 29 4.646773 3.371677e-06 4.444483e-05 SUM.Composite
## 1614 14 - 8 -4.537776 5.685057e-06 7.273528e-05 SUM.Composite
## 1615 1 - 3 4.453090 8.464319e-06 1.022772e-04 SUM.Composite
## 1616 1 - 8 -4.457543 8.290448e-06 1.030384e-04 SUM.Composite
## 1617 21 - 7 4.434777 9.216784e-06 1.083595e-04 SUM.Composite
## 1618 14 - 21 -4.419580 9.889272e-06 1.132061e-04 SUM.Composite
## 1619 30 - 8 -4.412044 1.023991e-05 1.142144e-04 SUM.Composite
## 1620 4 - 8 -4.372564 1.227955e-05 1.335401e-04 SUM.Composite
## 1621 15 - 23 -4.311304 1.622947e-05 1.721908e-04 SUM.Composite
## 1622 21 - 30 4.281485 1.856506e-05 1.922810e-04 SUM.Composite
## 1623 13 - 21 -4.272986 1.928723e-05 1.951150e-04 SUM.Composite
## 1624 19 - 23 -4.235807 2.277320e-05 2.251441e-04 SUM.Composite
## 1625 17 - 8 -4.228278 2.354869e-05 2.276373e-04 SUM.Composite
## 1626 22 - 5 -4.140363 3.467561e-05 3.279107e-04 SUM.Composite
## 1627 12 - 5 -4.117008 3.838232e-05 3.478398e-04 SUM.Composite
## 1628 12 - 15 4.120393 3.782270e-05 3.500612e-04 SUM.Composite
## 1629 15 - 6 -4.104484 4.052176e-05 3.597340e-04 SUM.Composite
## 1630 10 - 12 -4.067102 4.760144e-05 4.141325e-04 SUM.Composite
## 1631 10 - 23 -4.061069 4.884859e-05 4.166497e-04 SUM.Composite
## 1632 17 - 21 -4.031338 5.546030e-05 4.639468e-04 SUM.Composite
## 1633 10 - 6 -3.958407 7.545119e-05 6.192692e-04 SUM.Composite
## 1634 23 - 29 3.941870 8.084874e-05 6.512815e-04 SUM.Composite
## 1635 19 - 6 -3.927048 8.599470e-05 6.679945e-04 SUM.Composite
## 1636 21 - 4 3.928276 8.555712e-05 6.766790e-04 SUM.Composite
## 1637 12 - 19 3.883158 1.031087e-04 7.868823e-04 SUM.Composite
## 1638 26 - 8 -3.849638 1.182923e-04 8.871925e-04 SUM.Composite
## 1639 8 - 9 3.825255 1.306368e-04 9.631700e-04 SUM.Composite
## 1640 18 - 3 3.799030 1.452637e-04 1.053162e-03 SUM.Composite
## 1641 14 - 23 -3.793260 1.486822e-04 1.060274e-03 SUM.Composite
## 1642 21 - 26 3.749982 1.768476e-04 1.240785e-03 SUM.Composite
## 1643 1 - 21 -3.693401 2.212749e-04 1.527850e-03 SUM.Composite
## 1644 23 - 30 3.632662 2.805120e-04 1.906605e-03 SUM.Composite
## 1645 29 - 6 -3.621992 2.923434e-04 1.956452e-03 SUM.Composite
## 1646 12 - 29 3.584503 3.377211e-04 2.192667e-03 SUM.Composite
## 1647 21 - 27 3.577787 3.465152e-04 2.216678e-03 SUM.Composite
## 1648 20 - 5 -3.585072 3.369848e-04 2.221037e-03 SUM.Composite
## 1649 23 - 7 3.571667 3.547168e-04 2.236258e-03 SUM.Composite
## 1650 27 - 8 -3.561095 3.693111e-04 2.295005e-03 SUM.Composite
## 1651 21 - 9 3.509579 4.488159e-04 2.749788e-03 SUM.Composite
## 1652 16 - 3 3.501225 4.631242e-04 2.798042e-03 SUM.Composite
## 1653 13 - 23 -3.460242 5.396896e-04 3.215959e-03 SUM.Composite
## 1654 1 - 10 3.431336 6.006162e-04 3.437737e-03 SUM.Composite
## 1655 18 - 19 3.433276 5.963351e-04 3.458743e-03 SUM.Composite
## 1656 14 - 6 -3.434627 5.933689e-04 3.488047e-03 SUM.Composite
## 1657 11 - 21 -3.372927 7.437371e-04 4.095261e-03 SUM.Composite
## 1658 11 - 8 -3.374936 7.383284e-04 4.117601e-03 SUM.Composite
## 1659 12 - 14 3.374964 7.382542e-04 4.170657e-03 SUM.Composite
## 1660 24 - 5 -3.348064 8.137835e-04 4.424948e-03 SUM.Composite
## 1661 5 - 6 3.339948 8.379423e-04 4.500060e-03 SUM.Composite
## 1662 2 - 8 -3.315519 9.147304e-04 4.794069e-03 SUM.Composite
## 1663 17 - 23 -3.318129 9.062267e-04 4.807422e-03 SUM.Composite
## 1664 15 - 18 -3.300274 9.659033e-04 5.001999e-03 SUM.Composite
## 1665 12 - 7 3.295663 9.818980e-04 5.025007e-03 SUM.Composite
## 1666 6 - 7 3.283467 1.025385e-03 5.186539e-03 SUM.Composite
## 1667 30 - 6 -3.256172 1.129252e-03 5.646262e-03 SUM.Composite
## 1668 1 - 15 3.216436 1.297933e-03 6.415920e-03 SUM.Composite
## 1669 2 - 21 -3.211639 1.319801e-03 6.450714e-03 SUM.Composite
## 1670 12 - 30 3.192752 1.409238e-03 6.811318e-03 SUM.Composite
## 1671 23 - 4 3.109291 1.875372e-03 8.964692e-03 SUM.Composite
## 1672 13 - 6 -3.101181 1.927502e-03 9.113734e-03 SUM.Composite
## 1673 12 - 13 3.068208 2.153464e-03 1.007266e-02 SUM.Composite
## 1674 1 - 19 3.060128 2.212422e-03 1.023834e-02 SUM.Composite
## 1675 3 - 9 -3.051896 2.274009e-03 1.030410e-02 SUM.Composite
## 1676 23 - 26 3.052861 2.266711e-03 1.037915e-02 SUM.Composite
## 1677 18 - 29 3.025315 2.483746e-03 1.113845e-02 SUM.Composite
## 1678 16 - 19 3.014101 2.577421e-03 1.144059e-02 SUM.Composite
## 1679 14 - 18 -2.990729 2.783125e-03 1.222888e-02 SUM.Composite
## 1680 28 - 3 2.976190 2.918544e-03 1.269566e-02 SUM.Composite
## 1681 23 - 27 2.942744 3.253176e-03 1.401120e-02 SUM.Composite
## 1682 19 - 28 -2.904826 3.674571e-03 1.567096e-02 SUM.Composite
## 1683 17 - 6 -2.901356 3.715520e-03 1.569176e-02 SUM.Composite
## 1684 24 - 3 2.890168 3.850354e-03 1.610485e-02 SUM.Composite
## 1685 10 - 18 -2.877505 4.008338e-03 1.660597e-02 SUM.Composite
## 1686 15 - 16 -2.864421 4.177727e-03 1.714445e-02 SUM.Composite
## 1687 12 - 17 2.830751 4.643882e-03 1.887933e-02 SUM.Composite
## 1688 25 - 5 -2.816023 4.862224e-03 1.958396e-02 SUM.Composite
## 1689 18 - 30 2.801089 5.093041e-03 2.032544e-02 SUM.Composite
## 1690 21 - 22 2.789014 5.286876e-03 2.090719e-02 SUM.Composite
## 1691 19 - 24 -2.784541 5.360353e-03 2.100679e-02 SUM.Composite
## 1692 25 - 3 2.777422 5.479206e-03 2.128084e-02 SUM.Composite
## 1693 1 - 23 -2.770064 5.604524e-03 2.157494e-02 SUM.Composite
## 1694 2 - 3 2.764403 5.702705e-03 2.176032e-02 SUM.Composite
## 1695 19 - 25 -2.749337 5.971601e-03 2.258823e-02 SUM.Composite
## 1696 16 - 21 -2.703105 6.869497e-03 2.576062e-02 SUM.Composite
## 1697 11 - 23 -2.686576 7.218853e-03 2.683933e-02 SUM.Composite
## 1698 23 - 9 2.677821 7.410288e-03 2.731759e-02 SUM.Composite
## 1699 22 - 8 -2.664651 7.706818e-03 2.770633e-02 SUM.Composite
## 1700 4 - 6 -2.670078 7.583372e-03 2.772073e-02 SUM.Composite
## 1701 16 - 8 -2.666870 7.656125e-03 2.775345e-02 SUM.Composite
## 1702 1 - 29 2.616213 8.891118e-03 3.170194e-02 SUM.Composite
## 1703 18 - 5 -2.612176 8.996784e-03 3.181790e-02 SUM.Composite
## 1704 15 - 28 -2.603581 9.225546e-03 3.185010e-02 SUM.Composite
## 1705 12 - 4 2.605851 9.164644e-03 3.189296e-02 SUM.Composite
## 1706 19 - 9 -2.608513 9.093662e-03 3.190115e-02 SUM.Composite
## 1707 28 - 5 -2.597147 9.400166e-03 3.194588e-02 SUM.Composite
## 1708 26 - 6 -2.597250 9.397341e-03 3.218774e-02 SUM.Composite
## 1709 16 - 29 2.539369 1.110526e-02 3.744796e-02 SUM.Composite
## 1710 19 - 2 -2.531586 1.135481e-02 3.799495e-02 SUM.Composite
## 1711 14 - 16 -2.521680 1.167959e-02 3.878338e-02 SUM.Composite
## 1712 12 - 26 2.511609 1.201823e-02 3.960553e-02 SUM.Composite
## 1713 1 - 14 2.493662 1.264327e-02 4.104346e-02 SUM.Composite
## 1714 14 - 28 -2.495107 1.259191e-02 4.118405e-02 SUM.Composite
## 1715 27 - 6 -2.488260 1.283698e-02 4.136362e-02 SUM.Composite
## 1716 15 - 24 -2.474429 1.334495e-02 4.268422e-02 SUM.Composite
## 1717 20 - 21 -2.461185 1.384790e-02 4.396960e-02 SUM.Composite
## 1718 28 - 29 2.435841 1.485723e-02 4.683258e-02 SUM.Composite
## 1719 18 - 7 2.430758 1.506728e-02 4.715299e-02 SUM.Composite
## 1720 2 - 23 -2.427304 1.521151e-02 4.726434e-02 SUM.Composite
## 1721 15 - 25 -2.415427 1.571678e-02 4.848794e-02 SUM.Composite
## 1722 3 - 7 -2.409023 1.599531e-02 4.899971e-02 SUM.Composite
## 1723 13 - 18 -2.397427 1.651068e-02 4.953203e-02 SUM.Composite
## 1724 17 - 18 -2.401573 1.632474e-02 4.965917e-02 SUM.Composite
## 1725 12 - 27 2.398283 1.647214e-02 4.975959e-02 SUM.Composite
## attribute_label
## 1 Transit Access
## 2 Transit Access
## 3 Transit Access
## 4 Transit Access
## 5 Transit Access
## 6 Transit Access
## 7 Transit Access
## 8 Transit Access
## 9 Transit Access
## 10 Transit Access
## 11 Transit Access
## 12 Transit Access
## 13 Transit Access
## 14 Transit Access
## 15 Transit Access
## 16 Transit Access
## 17 Transit Access
## 18 Transit Access
## 19 Transit Access
## 20 Transit Access
## 21 Transit Access
## 22 Transit Access
## 23 Transit Access
## 24 Transit Access
## 25 Transit Access
## 26 Transit Access
## 27 Transit Access
## 28 Transit Access
## 29 Transit Access
## 30 Transit Access
## 31 Transit Access
## 32 Transit Access
## 33 Transit Access
## 34 Transit Access
## 35 Transit Access
## 36 Transit Access
## 37 Transit Access
## 38 Transit Access
## 39 Transit Access
## 40 Transit Access
## 41 Transit Access
## 42 Transit Access
## 43 Transit Access
## 44 Transit Access
## 45 Transit Access
## 46 Transit Access
## 47 Transit Access
## 48 Transit Access
## 49 Transit Access
## 50 Transit Access
## 51 Transit Access
## 52 Transit Access
## 53 Transit Access
## 54 Transit Access
## 55 Transit Access
## 56 Transit Access
## 57 Transit Access
## 58 Transit Access
## 59 Transit Access
## 60 Transit Access
## 61 Transit Access
## 62 Transit Access
## 63 Transit Access
## 64 Transit Access
## 65 Transit Access
## 66 Transit Access
## 67 Transit Access
## 68 Transit Access
## 69 Transit Access
## 70 Transit Access
## 71 Transit Access
## 72 Transit Access
## 73 Transit Access
## 74 Transit Access
## 75 Transit Access
## 76 Transit Access
## 77 Transit Access
## 78 Transit Access
## 79 Transit Access
## 80 Transit Access
## 81 Transit Access
## 82 Transit Access
## 83 Transit Access
## 84 Transit Access
## 85 Transit Access
## 86 Transit Access
## 87 Transit Access
## 88 Transit Access
## 89 Transit Access
## 90 Transit Access
## 91 Transit Access
## 92 Transit Access
## 93 Transit Access
## 94 Transit Access
## 95 Transit Access
## 96 Transit Access
## 97 Transit Access
## 98 Transit Access
## 99 Transit Access
## 100 Transit Access
## 101 Transit Access
## 102 Transit Access
## 103 Transit Access
## 104 Transit Access
## 105 Transit Access
## 106 Transit Access
## 107 Transit Access
## 108 Transit Access
## 109 Transit Access
## 110 Transit Access
## 111 Transit Access
## 112 Transit Access
## 113 Transit Access
## 114 Transit Access
## 115 Transit Access
## 116 Transit Access
## 117 Transit Access
## 118 Transit Access
## 119 Transit Access
## 120 Transit Access
## 121 Transit Access
## 122 Transit Access
## 123 Transit Access
## 124 Transit Access
## 125 Transit Access
## 126 Transit Access
## 127 Transit Access
## 128 Transit Access
## 129 Transit Access
## 130 Transit Access
## 131 Transit Access
## 132 Transit Access
## 133 Transit Access
## 134 Transit Access
## 135 Transit Access
## 136 Transit Access
## 137 Transit Access
## 138 Transit Access
## 139 Transit Access
## 140 Transit Access
## 141 Transit Access
## 142 Transit Access
## 143 Transit Access
## 144 Transit Access
## 145 Transit Access
## 146 Transit Access
## 147 Transit Access
## 148 Transit Access
## 149 Transit Access
## 150 Transit Access
## 151 Transit Access
## 152 Transit Access
## 153 Transit Access
## 154 Transit Access
## 155 Transit Access
## 156 Transit Access
## 157 Transit Access
## 158 Transit Access
## 159 Transit Access
## 160 Transit Access
## 161 Transit Access
## 162 Transit Access
## 163 Transit Access
## 164 Transit Access
## 165 Transit Access
## 166 Transit Access
## 167 Transit Access
## 168 Transit Access
## 169 Transit Access
## 170 Transit Access
## 171 Transit Access
## 172 Transit Access
## 173 Transit Access
## 174 Transit Access
## 175 Transit Access
## 176 Transit Access
## 177 Transit Access
## 178 Transit Access
## 179 Transit Access
## 180 Transit Access
## 181 Transit Access
## 182 Transit Access
## 183 Transit Access
## 184 Transit Access
## 185 Transit Access
## 186 Transit Access
## 187 Transit Access
## 188 Transit Access
## 189 Transit Access
## 190 Transit Access
## 191 Transit Access
## 192 Transit Access
## 193 Transit Access
## 194 Transit Access
## 195 Transit Access
## 196 Transit Access
## 197 Transit Access
## 198 Transit Access
## 199 Transit Access
## 200 Transit Access
## 201 Transit Access
## 202 Groceries Access
## 203 Groceries Access
## 204 Groceries Access
## 205 Groceries Access
## 206 Groceries Access
## 207 Groceries Access
## 208 Groceries Access
## 209 Groceries Access
## 210 Groceries Access
## 211 Groceries Access
## 212 Groceries Access
## 213 Groceries Access
## 214 Groceries Access
## 215 Groceries Access
## 216 Groceries Access
## 217 Groceries Access
## 218 Groceries Access
## 219 Groceries Access
## 220 Groceries Access
## 221 Groceries Access
## 222 Groceries Access
## 223 Groceries Access
## 224 Groceries Access
## 225 Groceries Access
## 226 Groceries Access
## 227 Groceries Access
## 228 Groceries Access
## 229 Groceries Access
## 230 Groceries Access
## 231 Groceries Access
## 232 Groceries Access
## 233 Groceries Access
## 234 Groceries Access
## 235 Groceries Access
## 236 Groceries Access
## 237 Groceries Access
## 238 Groceries Access
## 239 Groceries Access
## 240 Groceries Access
## 241 Groceries Access
## 242 Groceries Access
## 243 Groceries Access
## 244 Groceries Access
## 245 Groceries Access
## 246 Groceries Access
## 247 Groceries Access
## 248 Groceries Access
## 249 Groceries Access
## 250 Groceries Access
## 251 Groceries Access
## 252 Groceries Access
## 253 Groceries Access
## 254 Groceries Access
## 255 Groceries Access
## 256 Groceries Access
## 257 Groceries Access
## 258 Groceries Access
## 259 Groceries Access
## 260 Groceries Access
## 261 Groceries Access
## 262 Groceries Access
## 263 Groceries Access
## 264 Groceries Access
## 265 Groceries Access
## 266 Groceries Access
## 267 Groceries Access
## 268 Groceries Access
## 269 Groceries Access
## 270 Groceries Access
## 271 Groceries Access
## 272 Groceries Access
## 273 Groceries Access
## 274 Groceries Access
## 275 Groceries Access
## 276 Groceries Access
## 277 Groceries Access
## 278 Groceries Access
## 279 Groceries Access
## 280 Groceries Access
## 281 Groceries Access
## 282 Groceries Access
## 283 Groceries Access
## 284 Groceries Access
## 285 Groceries Access
## 286 Groceries Access
## 287 Groceries Access
## 288 Groceries Access
## 289 Groceries Access
## 290 Groceries Access
## 291 Groceries Access
## 292 Groceries Access
## 293 Groceries Access
## 294 Groceries Access
## 295 Groceries Access
## 296 Groceries Access
## 297 Groceries Access
## 298 Groceries Access
## 299 Groceries Access
## 300 Groceries Access
## 301 Groceries Access
## 302 Groceries Access
## 303 Groceries Access
## 304 Groceries Access
## 305 Groceries Access
## 306 Groceries Access
## 307 Groceries Access
## 308 Groceries Access
## 309 Groceries Access
## 310 Groceries Access
## 311 Groceries Access
## 312 Groceries Access
## 313 Groceries Access
## 314 Groceries Access
## 315 Groceries Access
## 316 Groceries Access
## 317 Groceries Access
## 318 Groceries Access
## 319 Groceries Access
## 320 Groceries Access
## 321 Groceries Access
## 322 Groceries Access
## 323 Groceries Access
## 324 Groceries Access
## 325 Groceries Access
## 326 Groceries Access
## 327 Groceries Access
## 328 Groceries Access
## 329 Groceries Access
## 330 Groceries Access
## 331 Groceries Access
## 332 Groceries Access
## 333 Groceries Access
## 334 Groceries Access
## 335 Groceries Access
## 336 Groceries Access
## 337 Groceries Access
## 338 Groceries Access
## 339 Groceries Access
## 340 Groceries Access
## 341 Groceries Access
## 342 Groceries Access
## 343 Groceries Access
## 344 Groceries Access
## 345 Groceries Access
## 346 Groceries Access
## 347 Groceries Access
## 348 Groceries Access
## 349 Groceries Access
## 350 Groceries Access
## 351 Groceries Access
## 352 Groceries Access
## 353 Groceries Access
## 354 Groceries Access
## 355 Groceries Access
## 356 Groceries Access
## 357 Groceries Access
## 358 Groceries Access
## 359 Groceries Access
## 360 Groceries Access
## 361 Groceries Access
## 362 Groceries Access
## 363 Groceries Access
## 364 Groceries Access
## 365 Groceries Access
## 366 Groceries Access
## 367 Groceries Access
## 368 Groceries Access
## 369 Groceries Access
## 370 Groceries Access
## 371 Groceries Access
## 372 Groceries Access
## 373 Groceries Access
## 374 Groceries Access
## 375 Groceries Access
## 376 Groceries Access
## 377 Groceries Access
## 378 Groceries Access
## 379 Groceries Access
## 380 Groceries Access
## 381 Groceries Access
## 382 Groceries Access
## 383 Groceries Access
## 384 Groceries Access
## 385 Groceries Access
## 386 Groceries Access
## 387 Groceries Access
## 388 Groceries Access
## 389 Groceries Access
## 390 Groceries Access
## 391 Groceries Access
## 392 Groceries Access
## 393 Groceries Access
## 394 Groceries Access
## 395 Groceries Access
## 396 Groceries Access
## 397 Groceries Access
## 398 Groceries Access
## 399 Groceries Access
## 400 Groceries Access
## 401 Groceries Access
## 402 Groceries Access
## 403 Groceries Access
## 404 Groceries Access
## 405 Groceries Access
## 406 Groceries Access
## 407 Groceries Access
## 408 Groceries Access
## 409 Groceries Access
## 410 Groceries Access
## 411 Groceries Access
## 412 Groceries Access
## 413 Groceries Access
## 414 Groceries Access
## 415 Groceries Access
## 416 Groceries Access
## 417 Groceries Access
## 418 Groceries Access
## 419 Groceries Access
## 420 Groceries Access
## 421 Groceries Access
## 422 Groceries Access
## 423 Groceries Access
## 424 Groceries Access
## 425 Groceries Access
## 426 Groceries Access
## 427 Groceries Access
## 428 Groceries Access
## 429 Groceries Access
## 430 Groceries Access
## 431 Groceries Access
## 432 Groceries Access
## 433 Groceries Access
## 434 Groceries Access
## 435 Groceries Access
## 436 Groceries Access
## 437 Groceries Access
## 438 Groceries Access
## 439 Groceries Access
## 440 Groceries Access
## 441 Groceries Access
## 442 Groceries Access
## 443 Groceries Access
## 444 Groceries Access
## 445 Groceries Access
## 446 Groceries Access
## 447 Groceries Access
## 448 Groceries Access
## 449 FAR
## 450 FAR
## 451 FAR
## 452 FAR
## 453 FAR
## 454 FAR
## 455 FAR
## 456 FAR
## 457 FAR
## 458 FAR
## 459 FAR
## 460 FAR
## 461 FAR
## 462 FAR
## 463 FAR
## 464 FAR
## 465 FAR
## 466 FAR
## 467 FAR
## 468 FAR
## 469 FAR
## 470 FAR
## 471 FAR
## 472 FAR
## 473 FAR
## 474 FAR
## 475 FAR
## 476 FAR
## 477 FAR
## 478 FAR
## 479 FAR
## 480 FAR
## 481 FAR
## 482 FAR
## 483 FAR
## 484 FAR
## 485 FAR
## 486 FAR
## 487 FAR
## 488 FAR
## 489 FAR
## 490 FAR
## 491 FAR
## 492 FAR
## 493 FAR
## 494 FAR
## 495 FAR
## 496 FAR
## 497 FAR
## 498 FAR
## 499 FAR
## 500 FAR
## 501 FAR
## 502 FAR
## 503 FAR
## 504 FAR
## 505 FAR
## 506 FAR
## 507 FAR
## 508 FAR
## 509 FAR
## 510 FAR
## 511 FAR
## 512 FAR
## 513 FAR
## 514 FAR
## 515 FAR
## 516 FAR
## 517 FAR
## 518 FAR
## 519 FAR
## 520 FAR
## 521 FAR
## 522 FAR
## 523 FAR
## 524 FAR
## 525 FAR
## 526 FAR
## 527 FAR
## 528 FAR
## 529 FAR
## 530 FAR
## 531 FAR
## 532 FAR
## 533 FAR
## 534 FAR
## 535 FAR
## 536 FAR
## 537 FAR
## 538 FAR
## 539 FAR
## 540 FAR
## 541 FAR
## 542 FAR
## 543 FAR
## 544 FAR
## 545 FAR
## 546 FAR
## 547 FAR
## 548 FAR
## 549 FAR
## 550 FAR
## 551 FAR
## 552 FAR
## 553 FAR
## 554 FAR
## 555 FAR
## 556 FAR
## 557 FAR
## 558 FAR
## 559 FAR
## 560 FAR
## 561 FAR
## 562 FAR
## 563 FAR
## 564 FAR
## 565 FAR
## 566 FAR
## 567 FAR
## 568 FAR
## 569 Context Built-up Density
## 570 Context Built-up Density
## 571 Context Built-up Density
## 572 Context Built-up Density
## 573 Context Built-up Density
## 574 Context Built-up Density
## 575 Context Built-up Density
## 576 Context Built-up Density
## 577 Context Built-up Density
## 578 Context Built-up Density
## 579 Context Built-up Density
## 580 Context Built-up Density
## 581 Context Built-up Density
## 582 Context Built-up Density
## 583 Context Built-up Density
## 584 Context Built-up Density
## 585 Context Built-up Density
## 586 Context Built-up Density
## 587 Context Built-up Density
## 588 Context Built-up Density
## 589 Context Built-up Density
## 590 Context Built-up Density
## 591 Context Built-up Density
## 592 Context Built-up Density
## 593 Context Built-up Density
## 594 Context Built-up Density
## 595 Context Built-up Density
## 596 Context Built-up Density
## 597 Context Built-up Density
## 598 Context Built-up Density
## 599 Context Built-up Density
## 600 Context Built-up Density
## 601 Context Built-up Density
## 602 Context Built-up Density
## 603 Context Built-up Density
## 604 Context Built-up Density
## 605 Context Built-up Density
## 606 Context Built-up Density
## 607 Context Built-up Density
## 608 Context Built-up Density
## 609 Context Built-up Density
## 610 Context Built-up Density
## 611 Context Built-up Density
## 612 Context Built-up Density
## 613 Context Built-up Density
## 614 Context Built-up Density
## 615 Context Built-up Density
## 616 Context Built-up Density
## 617 Context Built-up Density
## 618 Context Built-up Density
## 619 Context Built-up Density
## 620 Context Built-up Density
## 621 Context Built-up Density
## 622 Context Built-up Density
## 623 Context Built-up Density
## 624 Context Built-up Density
## 625 Context Built-up Density
## 626 Context Built-up Density
## 627 Context Built-up Density
## 628 Context Built-up Density
## 629 Context Built-up Density
## 630 Context Built-up Density
## 631 Context Built-up Density
## 632 Context Built-up Density
## 633 Context Built-up Density
## 634 Context Built-up Density
## 635 Context Built-up Density
## 636 Context Built-up Density
## 637 Context Built-up Density
## 638 Context Built-up Density
## 639 Context Built-up Density
## 640 Context Built-up Density
## 641 Context Built-up Density
## 642 Context Built-up Density
## 643 Context Built-up Density
## 644 Context Built-up Density
## 645 Context Built-up Density
## 646 Context Built-up Density
## 647 Context Built-up Density
## 648 Context Built-up Density
## 649 Context Built-up Density
## 650 Context Built-up Density
## 651 Context Built-up Density
## 652 Context Built-up Density
## 653 Context Built-up Density
## 654 Context Built-up Density
## 655 Context Built-up Density
## 656 Context Built-up Density
## 657 Context Built-up Density
## 658 Context Built-up Density
## 659 Context Built-up Density
## 660 Context Built-up Density
## 661 Context Built-up Density
## 662 Context Built-up Density
## 663 Context Built-up Density
## 664 Context Built-up Density
## 665 Context Built-up Density
## 666 Context Built-up Density
## 667 Context Built-up Density
## 668 Context Built-up Density
## 669 Context Built-up Density
## 670 Context Built-up Density
## 671 Context Built-up Density
## 672 Context Built-up Density
## 673 Context Built-up Density
## 674 Context Built-up Density
## 675 Context Built-up Density
## 676 Context Built-up Density
## 677 Context Built-up Density
## 678 Context Built-up Density
## 679 Context Built-up Density
## 680 Context Built-up Density
## 681 Context Built-up Density
## 682 Context Built-up Density
## 683 Context Built-up Density
## 684 Context Built-up Density
## 685 Context Built-up Density
## 686 Context Built-up Density
## 687 Context Built-up Density
## 688 Context Built-up Density
## 689 Context Built-up Density
## 690 Context Built-up Density
## 691 Context Built-up Density
## 692 Context Built-up Density
## 693 Context Built-up Density
## 694 Context Built-up Density
## 695 Context Built-up Density
## 696 Context Built-up Density
## 697 Context Built-up Density
## 698 Context Built-up Density
## 699 Context Built-up Density
## 700 Context Built-up Density
## 701 Context Built-up Density
## 702 Context Built-up Density
## 703 Context Built-up Density
## 704 Context Built-up Density
## 705 Context Built-up Density
## 706 Context Built-up Density
## 707 Context Built-up Density
## 708 Context Built-up Density
## 709 Context Built-up Density
## 710 Context Built-up Density
## 711 Context Built-up Density
## 712 Context Built-up Density
## 713 Context Built-up Density
## 714 Context Built-up Density
## 715 Context Built-up Density
## 716 Context Built-up Density
## 717 Context Built-up Density
## 718 Context Built-up Density
## 719 Context Built-up Density
## 720 Context Built-up Density
## 721 Context Built-up Density
## 722 Context Built-up Density
## 723 Context Built-up Density
## 724 Context Built-up Density
## 725 Context Built-up Density
## 726 Context Built-up Density
## 727 Context Built-up Density
## 728 Context Built-up Density
## 729 Context Built-up Density
## 730 Context Built-up Density
## 731 Context Built-up Density
## 732 Context Built-up Density
## 733 Context Built-up Density
## 734 Context Built-up Density
## 735 Context Built-up Density
## 736 Context Built-up Density
## 737 Context Built-up Density
## 738 Context Built-up Density
## 739 Context Built-up Density
## 740 Context Built-up Density
## 741 Context Built-up Density
## 742 Context Built-up Density
## 743 Context Built-up Density
## 744 Context Built-up Density
## 745 Context Built-up Density
## 746 Context Built-up Density
## 747 Context Built-up Density
## 748 Context Built-up Density
## 749 Context Built-up Density
## 750 Context Built-up Density
## 751 Context Built-up Density
## 752 Context Built-up Density
## 753 Context Built-up Density
## 754 Context Built-up Density
## 755 Context Built-up Density
## 756 Context Built-up Density
## 757 Context Built-up Density
## 758 Context Built-up Density
## 759 Context Built-up Density
## 760 Context Built-up Density
## 761 Context Built-up Density
## 762 Context Built-up Density
## 763 Context Built-up Density
## 764 Context Built-up Density
## 765 Context Built-up Density
## 766 Context Built-up Density
## 767 Context Built-up Density
## 768 Context Built-up Density
## 769 Context Built-up Density
## 770 Context Built-up Density
## 771 Context Built-up Density
## 772 Context Built-up Density
## 773 Context Built-up Density
## 774 Context Built-up Density
## 775 Context Built-up Density
## 776 Context Built-up Density
## 777 Context Built-up Density
## 778 Context Built-up Density
## 779 Context Built-up Density
## 780 Context Built-up Density
## 781 Context Built-up Density
## 782 Context Built-up Density
## 783 Context Built-up Density
## 784 Context Built-up Density
## 785 Context Built-up Density
## 786 Context Built-up Density
## 787 Context Built-up Density
## 788 Context Built-up Density
## 789 Context Built-up Density
## 790 Distance to HAC
## 791 Distance to HAC
## 792 Distance to HAC
## 793 Distance to HAC
## 794 Distance to HAC
## 795 Distance to HAC
## 796 Distance to HAC
## 797 Distance to HAC
## 798 Distance to HAC
## 799 Distance to HAC
## 800 Distance to HAC
## 801 Distance to HAC
## 802 Distance to HAC
## 803 Distance to HAC
## 804 Distance to HAC
## 805 Distance to HAC
## 806 Distance to HAC
## 807 Distance to HAC
## 808 Distance to HAC
## 809 Distance to HAC
## 810 Distance to HAC
## 811 Distance to HAC
## 812 Distance to HAC
## 813 Distance to HAC
## 814 Distance to HAC
## 815 Distance to HAC
## 816 Distance to HAC
## 817 Distance to HAC
## 818 Distance to HAC
## 819 Distance to HAC
## 820 Distance to HAC
## 821 Distance to HAC
## 822 Distance to HAC
## 823 Distance to HAC
## 824 Distance to HAC
## 825 Distance to HAC
## 826 Distance to HAC
## 827 Distance to HAC
## 828 Distance to HAC
## 829 Distance to HAC
## 830 Distance to HAC
## 831 Distance to HAC
## 832 Distance to HAC
## 833 Distance to HAC
## 834 Distance to HAC
## 835 Distance to HAC
## 836 Distance to HAC
## 837 Distance to HAC
## 838 Distance to HAC
## 839 Distance to HAC
## 840 Distance to HAC
## 841 Distance to HAC
## 842 Distance to HAC
## 843 Distance to HAC
## 844 Distance to HAC
## 845 Distance to HAC
## 846 Distance to HAC
## 847 Distance to HAC
## 848 Distance to HAC
## 849 Distance to HAC
## 850 Distance to HAC
## 851 Distance to HAC
## 852 Distance to HAC
## 853 Distance to HAC
## 854 Distance to HAC
## 855 Distance to HAC
## 856 Distance to HAC
## 857 Distance to HAC
## 858 Distance to HAC
## 859 Distance to HAC
## 860 Distance to HAC
## 861 Distance to HAC
## 862 Distance to HAC
## 863 Distance to HAC
## 864 Distance to HAC
## 865 Distance to HAC
## 866 Distance to HAC
## 867 Distance to HAC
## 868 Distance to HAC
## 869 Distance to HAC
## 870 Distance to HAC
## 871 Distance to HAC
## 872 Distance to HAC
## 873 Distance to HAC
## 874 Distance to HAC
## 875 Distance to HAC
## 876 Distance to HAC
## 877 Distance to HAC
## 878 Distance to HAC
## 879 Distance to HAC
## 880 Distance to HAC
## 881 Distance to HAC
## 882 Distance to HAC
## 883 Distance to HAC
## 884 Distance to HAC
## 885 Distance to HAC
## 886 Distance to HAC
## 887 Distance to HAC
## 888 Distance to HAC
## 889 Distance to HAC
## 890 Distance to HAC
## 891 Distance to HAC
## 892 Distance to HAC
## 893 Distance to HAC
## 894 Distance to HAC
## 895 Distance to HAC
## 896 Distance to HAC
## 897 Distance to HAC
## 898 Distance to HAC
## 899 Distance to HAC
## 900 Distance to HAC
## 901 Distance to HAC
## 902 Distance to HAC
## 903 Distance to HAC
## 904 Distance to HAC
## 905 Distance to HAC
## 906 Distance to HAC
## 907 Distance to HAC
## 908 Distance to HAC
## 909 Distance to HAC
## 910 Distance to HAC
## 911 Distance to HAC
## 912 Distance to HAC
## 913 Distance to HAC
## 914 Distance to HAC
## 915 Distance to HAC
## 916 Distance to HAC
## 917 Distance to HAC
## 918 Distance to HAC
## 919 Distance to HAC
## 920 Distance to HAC
## 921 Distance to HAC
## 922 Distance to HAC
## 923 Distance to HAC
## 924 Distance to HAC
## 925 Distance to HAC
## 926 Distance to HAC
## 927 Distance to HAC
## 928 Distance to HAC
## 929 Distance to HAC
## 930 Distance to HAC
## 931 Distance to HAC
## 932 Distance to HAC
## 933 Distance to HAC
## 934 Distance to HAC
## 935 Distance to HAC
## 936 Distance to HAC
## 937 Distance to HAC
## 938 Distance to HAC
## 939 Distance to HAC
## 940 Distance to HAC
## 941 Distance to HAC
## 942 Distance to HAC
## 943 Distance to HAC
## 944 Distance to HAC
## 945 Distance to HAC
## 946 Distance to HAC
## 947 Distance to HAC
## 948 Distance to HAC
## 949 Distance to HAC
## 950 Distance to HAC
## 951 Distance to HAC
## 952 Distance to HAC
## 953 Distance to HAC
## 954 Distance to HAC
## 955 Distance to HAC
## 956 Distance to HAC
## 957 Distance to HAC
## 958 Distance to HAC
## 959 Distance to HAC
## 960 Distance to HAC
## 961 Distance to HAC
## 962 Distance to HAC
## 963 Distance to HAC
## 964 Distance to HAC
## 965 Distance to HAC
## 966 Distance to HAC
## 967 Distance to HAC
## 968 Distance to HAC
## 969 Distance to HAC
## 970 Distance to HAC
## 971 Distance to HAC
## 972 Distance to HAC
## 973 Distance to HAC
## 974 Distance to HAC
## 975 Distance to HAC
## 976 Distance to HAC
## 977 Distance to HAC
## 978 Distance to HAC
## 979 Distance to HAC
## 980 Distance to HAC
## 981 Distance to HAC
## 982 Distance to HAC
## 983 Distance to HAC
## 984 Distance to HAC
## 985 Distance to HAC
## 986 Distance to HAC
## 987 Distance to HAC
## 988 Distance to HAC
## 989 Distance to HAC
## 990 Distance to HAC
## 991 Distance to HAC
## 992 Distance to HAC
## 993 Distance to HAC
## 994 Distance to HAC
## 995 Distance to HAC
## 996 Distance to HAC
## 997 Distance to HAC
## 998 Distance to HAC
## 999 Distance to HAC
## 1000 Distance to HAC
## 1001 Distance to HAC
## 1002 Distance to HAC
## 1003 Distance to HAC
## 1004 Distance to HAC
## 1005 Distance to HAC
## 1006 Distance to HAC
## 1007 Distance to HAC
## 1008 Distance to HAC
## 1009 Distance to HAC
## 1010 Distance to HAC
## 1011 Distance to HAC
## 1012 Distance to HAC
## 1013 Distance to HAC
## 1014 Distance to HAC
## 1015 Distance to HAC
## 1016 Distance to HAC
## 1017 Distance to HAC
## 1018 Distance to HAC
## 1019 Distance to HAC
## 1020 Distance to HAC
## 1021 Distance to HAC
## 1022 Distance to HAC
## 1023 Distance to HAC
## 1024 Distance to HAC
## 1025 Distance to HAC
## 1026 Distance to HAC
## 1027 Distance to HAC
## 1028 Distance to HAC
## 1029 Distance to HAC
## 1030 Distance to HAC
## 1031 Distance to HAC
## 1032 Distance to HAC
## 1033 Distance to HAC
## 1034 Distance to HAC
## 1035 Distance to HAC
## 1036 Distance to HAC
## 1037 Distance to HAC
## 1038 Distance to HAC
## 1039 Distance to HAC
## 1040 Distance to HAC
## 1041 Internal Compactness
## 1042 Internal Compactness
## 1043 Internal Compactness
## 1044 Internal Compactness
## 1045 Internal Compactness
## 1046 Internal Compactness
## 1047 Internal Compactness
## 1048 Internal Compactness
## 1049 Internal Compactness
## 1050 Internal Compactness
## 1051 Internal Compactness
## 1052 Internal Compactness
## 1053 Internal Compactness
## 1054 Internal Compactness
## 1055 Internal Compactness
## 1056 Internal Compactness
## 1057 Internal Compactness
## 1058 Internal Compactness
## 1059 Internal Compactness
## 1060 Internal Compactness
## 1061 Internal Compactness
## 1062 Internal Compactness
## 1063 Internal Compactness
## 1064 Internal Compactness
## 1065 Internal Compactness
## 1066 Internal Compactness
## 1067 Internal Compactness
## 1068 Land-use Diversity
## 1069 Land-use Diversity
## 1070 Land-use Diversity
## 1071 Land-use Diversity
## 1072 Land-use Diversity
## 1073 Land-use Diversity
## 1074 Land-use Diversity
## 1075 Land-use Diversity
## 1076 Land-use Diversity
## 1077 Land-use Diversity
## 1078 Land-use Diversity
## 1079 Land-use Diversity
## 1080 Land-use Diversity
## 1081 Land-use Diversity
## 1082 Land-use Diversity
## 1083 Land-use Diversity
## 1084 Land-use Diversity
## 1085 Land-use Diversity
## 1086 Land-use Diversity
## 1087 Land-use Diversity
## 1088 Land-use Diversity
## 1089 Land-use Diversity
## 1090 Land-use Diversity
## 1091 Land-use Diversity
## 1092 Land-use Diversity
## 1093 Land-use Diversity
## 1094 Land-use Diversity
## 1095 Land-use Diversity
## 1096 Land-use Diversity
## 1097 Land-use Diversity
## 1098 Land-use Diversity
## 1099 Land-use Diversity
## 1100 Land-use Diversity
## 1101 Land-use Diversity
## 1102 Land-use Diversity
## 1103 Land-use Diversity
## 1104 Land-use Diversity
## 1105 Land-use Diversity
## 1106 Land-use Diversity
## 1107 Land-use Diversity
## 1108 Land-use Diversity
## 1109 Land-use Diversity
## 1110 Land-use Diversity
## 1111 Land-use Diversity
## 1112 Land-use Diversity
## 1113 Land-use Diversity
## 1114 Land-use Diversity
## 1115 Land-use Diversity
## 1116 Land-use Diversity
## 1117 Land-use Diversity
## 1118 Land-use Diversity
## 1119 Land-use Diversity
## 1120 Land-use Diversity
## 1121 Land-use Diversity
## 1122 Land-use Diversity
## 1123 Land-use Diversity
## 1124 Land-use Diversity
## 1125 Land-use Diversity
## 1126 Land-use Diversity
## 1127 Land-use Diversity
## 1128 Land-use Diversity
## 1129 Land-use Diversity
## 1130 Land-use Diversity
## 1131 Land-use Diversity
## 1132 Land-use Diversity
## 1133 Land-use Diversity
## 1134 Land-use Diversity
## 1135 Land-use Diversity
## 1136 Land-use Diversity
## 1137 Land-use Diversity
## 1138 Node Degree
## 1139 Node Degree
## 1140 Node Degree
## 1141 Node Degree
## 1142 Node Degree
## 1143 Node Degree
## 1144 Node Degree
## 1145 Node Degree
## 1146 Node Degree
## 1147 Node Degree
## 1148 Node Degree
## 1149 Node Degree
## 1150 Node Degree
## 1151 Node Degree
## 1152 Node Degree
## 1153 Node Degree
## 1154 Node Degree
## 1155 Node Degree
## 1156 Node Degree
## 1157 Node Degree
## 1158 Node Degree
## 1159 Node Degree
## 1160 Node Degree
## 1161 Node Degree
## 1162 Node Degree
## 1163 Node Degree
## 1164 Node Degree
## 1165 Node Degree
## 1166 Node Degree
## 1167 Node Degree
## 1168 Node Degree
## 1169 Node Degree
## 1170 Node Degree
## 1171 Node Degree
## 1172 Node Degree
## 1173 Node Degree
## 1174 Node Degree
## 1175 Node Degree
## 1176 Node Degree
## 1177 Node Degree
## 1178 Node Degree
## 1179 Node Degree
## 1180 Node Degree
## 1181 Node Degree
## 1182 Node Degree
## 1183 Node Degree
## 1184 Node Degree
## 1185 Node Degree
## 1186 Node Degree
## 1187 Node Degree
## 1188 Node Degree
## 1189 Node Degree
## 1190 Node Degree
## 1191 Node Degree
## 1192 Node Degree
## 1193 Node Degree
## 1194 Node Degree
## 1195 Node Degree
## 1196 Node Degree
## 1197 Node Degree
## 1198 Node Degree
## 1199 Node Degree
## 1200 Node Degree
## 1201 Node Degree
## 1202 Node Degree
## 1203 Node Degree
## 1204 Node Degree
## 1205 Node Degree
## 1206 Node Degree
## 1207 Node Degree
## 1208 Node Degree
## 1209 Node Degree
## 1210 Node Degree
## 1211 Node Degree
## 1212 Node Degree
## 1213 Node Degree
## 1214 Node Degree
## 1215 Node Degree
## 1216 Node Degree
## 1217 Node Degree
## 1218 Node Degree
## 1219 Node Degree
## 1220 Node Degree
## 1221 Node Degree
## 1222 Node Degree
## 1223 Node Degree
## 1224 Node Degree
## 1225 Node Degree
## 1226 Node Degree
## 1227 Node Degree
## 1228 Node Degree
## 1229 Node Degree
## 1230 Node Degree
## 1231 Node Degree
## 1232 Node Degree
## 1233 Node Degree
## 1234 Node Degree
## 1235 Node Degree
## 1236 Node Degree
## 1237 Node Degree
## 1238 Node Degree
## 1239 Node Degree
## 1240 Node Degree
## 1241 Node Degree
## 1242 Node Degree
## 1243 Node Degree
## 1244 Node Degree
## 1245 Node Degree
## 1246 Node Degree
## 1247 Node Degree
## 1248 Node Degree
## 1249 Node Degree
## 1250 Node Degree
## 1251 Node Degree
## 1252 Node Degree
## 1253 Node Degree
## 1254 Node Degree
## 1255 Node Degree
## 1256 Node Degree
## 1257 Node Degree
## 1258 Node Degree
## 1259 Node Degree
## 1260 Node Degree
## 1261 Node Degree
## 1262 Node Degree
## 1263 Node Degree
## 1264 Node Degree
## 1265 Node Degree
## 1266 Node Degree
## 1267 Node Degree
## 1268 Node Degree
## 1269 Node Degree
## 1270 Node Degree
## 1271 Node Degree
## 1272 Node Degree
## 1273 Node Degree
## 1274 Node Degree
## 1275 Node Degree
## 1276 Node Degree
## 1277 Node Degree
## 1278 Node Degree
## 1279 Node Degree
## 1280 Node Degree
## 1281 Node Degree
## 1282 Node Degree
## 1283 Node Degree
## 1284 Node Degree
## 1285 Node Degree
## 1286 Node Degree
## 1287 Node Degree
## 1288 Node Degree
## 1289 Node Degree
## 1290 Node Degree
## 1291 Node Degree
## 1292 Node Degree
## 1293 Node Degree
## 1294 Node Degree
## 1295 Node Degree
## 1296 Node Degree
## 1297 Node Degree
## 1298 Node Degree
## 1299 Node Degree
## 1300 Node Degree
## 1301 Node Degree
## 1302 Node Degree
## 1303 Node Degree
## 1304 Node Degree
## 1305 Node Degree
## 1306 Node Degree
## 1307 Node Degree
## 1308 Node Degree
## 1309 Node Degree
## 1310 Node Degree
## 1311 Node Degree
## 1312 Node Degree
## 1313 Node Degree
## 1314 Node Degree
## 1315 Node Degree
## 1316 Node Degree
## 1317 Node Degree
## 1318 Node Degree
## 1319 Node Degree
## 1320 Node Degree
## 1321 Node Degree
## 1322 Node Degree
## 1323 Intersection Density
## 1324 Intersection Density
## 1325 Intersection Density
## 1326 Intersection Density
## 1327 Intersection Density
## 1328 Intersection Density
## 1329 Intersection Density
## 1330 Intersection Density
## 1331 Intersection Density
## 1332 Intersection Density
## 1333 Intersection Density
## 1334 Intersection Density
## 1335 Intersection Density
## 1336 Intersection Density
## 1337 Intersection Density
## 1338 Intersection Density
## 1339 Intersection Density
## 1340 Intersection Density
## 1341 Intersection Density
## 1342 Intersection Density
## 1343 Intersection Density
## 1344 Intersection Density
## 1345 Intersection Density
## 1346 Intersection Density
## 1347 Intersection Density
## 1348 Intersection Density
## 1349 Intersection Density
## 1350 Intersection Density
## 1351 Intersection Density
## 1352 Intersection Density
## 1353 Intersection Density
## 1354 Intersection Density
## 1355 Intersection Density
## 1356 Intersection Density
## 1357 Intersection Density
## 1358 Intersection Density
## 1359 Intersection Density
## 1360 Intersection Density
## 1361 Intersection Density
## 1362 Intersection Density
## 1363 Intersection Density
## 1364 Intersection Density
## 1365 Intersection Density
## 1366 Intersection Density
## 1367 Intersection Density
## 1368 Intersection Density
## 1369 Intersection Density
## 1370 Intersection Density
## 1371 Intersection Density
## 1372 Intersection Density
## 1373 Intersection Density
## 1374 Intersection Density
## 1375 Intersection Density
## 1376 Intersection Density
## 1377 Intersection Density
## 1378 Intersection Density
## 1379 Intersection Density
## 1380 Intersection Density
## 1381 Intersection Density
## 1382 Intersection Density
## 1383 Intersection Density
## 1384 Intersection Density
## 1385 Intersection Density
## 1386 Intersection Density
## 1387 Intersection Density
## 1388 Intersection Density
## 1389 Intersection Density
## 1390 Intersection Density
## 1391 Intersection Density
## 1392 Intersection Density
## 1393 Intersection Density
## 1394 Intersection Density
## 1395 Intersection Density
## 1396 Intersection Density
## 1397 Intersection Density
## 1398 Intersection Density
## 1399 Intersection Density
## 1400 Intersection Density
## 1401 Intersection Density
## 1402 Intersection Density
## 1403 Intersection Density
## 1404 Intersection Density
## 1405 Intersection Density
## 1406 Intersection Density
## 1407 Intersection Density
## 1408 Intersection Density
## 1409 Intersection Density
## 1410 Intersection Density
## 1411 Intersection Density
## 1412 Intersection Density
## 1413 Intersection Density
## 1414 Intersection Density
## 1415 Intersection Density
## 1416 Intersection Density
## 1417 Intersection Density
## 1418 Intersection Density
## 1419 Intersection Density
## 1420 Intersection Density
## 1421 Intersection Density
## 1422 Intersection Density
## 1423 Intersection Density
## 1424 Intersection Density
## 1425 Intersection Density
## 1426 Intersection Density
## 1427 Intersection Density
## 1428 Intersection Density
## 1429 Intersection Density
## 1430 Intersection Density
## 1431 Intersection Density
## 1432 Intersection Density
## 1433 Intersection Density
## 1434 Intersection Density
## 1435 Intersection Density
## 1436 Intersection Density
## 1437 Intersection Density
## 1438 Intersection Density
## 1439 Intersection Density
## 1440 Intersection Density
## 1441 Intersection Density
## 1442 Intersection Density
## 1443 Intersection Density
## 1444 Intersection Density
## 1445 Intersection Density
## 1446 Intersection Density
## 1447 Intersection Density
## 1448 Intersection Density
## 1449 Intersection Density
## 1450 Intersection Density
## 1451 Intersection Density
## 1452 Intersection Density
## 1453 Intersection Density
## 1454 Intersection Density
## 1455 Intersection Density
## 1456 Intersection Density
## 1457 Intersection Density
## 1458 Intersection Density
## 1459 Intersection Density
## 1460 Intersection Density
## 1461 Intersection Density
## 1462 Intersection Density
## 1463 Intersection Density
## 1464 Intersection Density
## 1465 Intersection Density
## 1466 Intersection Density
## 1467 Intersection Density
## 1468 Intersection Density
## 1469 Intersection Density
## 1470 Intersection Density
## 1471 Intersection Density
## 1472 Intersection Density
## 1473 Intersection Density
## 1474 Intersection Density
## 1475 Intersection Density
## 1476 Intersection Density
## 1477 Intersection Density
## 1478 Intersection Density
## 1479 Intersection Density
## 1480 Intersection Density
## 1481 Intersection Density
## 1482 Intersection Density
## 1483 Intersection Density
## 1484 Intersection Density
## 1485 Intersection Density
## 1486 Intersection Density
## 1487 Intersection Density
## 1488 Intersection Density
## 1489 Intersection Density
## 1490 Intersection Density
## 1491 Intersection Density
## 1492 Intersection Density
## 1493 Intersection Density
## 1494 Intersection Density
## 1495 Intersection Density
## 1496 Intersection Density
## 1497 Intersection Density
## 1498 Intersection Density
## 1499 Intersection Density
## 1500 Intersection Density
## 1501 Intersection Density
## 1502 Intersection Density
## 1503 Intersection Density
## 1504 Intersection Density
## 1505 Intersection Density
## 1506 Intersection Density
## 1507 Intersection Density
## 1508 Intersection Density
## 1509 Intersection Density
## 1510 Intersection Density
## 1511 Intersection Density
## 1512 Intersection Density
## 1513 Intersection Density
## 1514 Intersection Density
## 1515 Subdivision Built-up Density
## 1516 Subdivision Built-up Density
## 1517 Subdivision Built-up Density
## 1518 Subdivision Built-up Density
## 1519 Subdivision Built-up Density
## 1520 Subdivision Built-up Density
## 1521 Subdivision Built-up Density
## 1522 Subdivision Built-up Density
## 1523 Subdivision Built-up Density
## 1524 Subdivision Built-up Density
## 1525 Subdivision Built-up Density
## 1526 Subdivision Built-up Density
## 1527 Subdivision Built-up Density
## 1528 Subdivision Built-up Density
## 1529 Subdivision Built-up Density
## 1530 Subdivision Built-up Density
## 1531 Subdivision Built-up Density
## 1532 Subdivision Built-up Density
## 1533 Subdivision Built-up Density
## 1534 Subdivision Built-up Density
## 1535 Subdivision Built-up Density
## 1536 Subdivision Built-up Density
## 1537 Subdivision Built-up Density
## 1538 Subdivision Built-up Density
## 1539 Subdivision Built-up Density
## 1540 Subdivision Built-up Density
## 1541 Subdivision Built-up Density
## 1542 Subdivision Built-up Density
## 1543 Subdivision Built-up Density
## 1544 Subdivision Built-up Density
## 1545 Subdivision Built-up Density
## 1546 Subdivision Built-up Density
## 1547 Subdivision Built-up Density
## 1548 Subdivision Built-up Density
## 1549 Subdivision Built-up Density
## 1550 Subdivision Built-up Density
## 1551 Subdivision Built-up Density
## 1552 Subdivision Built-up Density
## 1553 Subdivision Built-up Density
## 1554 Subdivision Built-up Density
## 1555 Subdivision Built-up Density
## 1556 Subdivision Built-up Density
## 1557 Subdivision Built-up Density
## 1558 Subdivision Built-up Density
## 1559 Subdivision Built-up Density
## 1560 Subdivision Built-up Density
## 1561 Subdivision Built-up Density
## 1562 Subdivision Built-up Density
## 1563 Subdivision Built-up Density
## 1564 Subdivision Built-up Density
## 1565 Subdivision Built-up Density
## 1566 Subdivision Built-up Density
## 1567 Subdivision Built-up Density
## 1568 Subdivision Built-up Density
## 1569 Subdivision Built-up Density
## 1570 Subdivision Built-up Density
## 1571 Subdivision Built-up Density
## 1572 Subdivision Built-up Density
## 1573 Subdivision Built-up Density
## 1574 Subdivision Built-up Density
## 1575 Subdivision Built-up Density
## 1576 Subdivision Built-up Density
## 1577 Subdivision Built-up Density
## 1578 Subdivision Built-up Density
## 1579 Subdivision Built-up Density
## 1580 Subdivision Built-up Density
## 1581 Composite Composite SUM score
## 1582 Composite Composite SUM score
## 1583 Composite Composite SUM score
## 1584 Composite Composite SUM score
## 1585 Composite Composite SUM score
## 1586 Composite Composite SUM score
## 1587 Composite Composite SUM score
## 1588 Composite Composite SUM score
## 1589 Composite Composite SUM score
## 1590 Composite Composite SUM score
## 1591 Composite Composite SUM score
## 1592 Composite Composite SUM score
## 1593 Composite Composite SUM score
## 1594 Composite Composite SUM score
## 1595 Composite Composite SUM score
## 1596 Composite Composite SUM score
## 1597 Composite Composite SUM score
## 1598 Composite Composite SUM score
## 1599 Composite Composite SUM score
## 1600 Composite Composite SUM score
## 1601 Composite Composite SUM score
## 1602 Composite Composite SUM score
## 1603 Composite Composite SUM score
## 1604 Composite Composite SUM score
## 1605 Composite Composite SUM score
## 1606 Composite Composite SUM score
## 1607 Composite Composite SUM score
## 1608 Composite Composite SUM score
## 1609 Composite Composite SUM score
## 1610 Composite Composite SUM score
## 1611 Composite Composite SUM score
## 1612 Composite Composite SUM score
## 1613 Composite Composite SUM score
## 1614 Composite Composite SUM score
## 1615 Composite Composite SUM score
## 1616 Composite Composite SUM score
## 1617 Composite Composite SUM score
## 1618 Composite Composite SUM score
## 1619 Composite Composite SUM score
## 1620 Composite Composite SUM score
## 1621 Composite Composite SUM score
## 1622 Composite Composite SUM score
## 1623 Composite Composite SUM score
## 1624 Composite Composite SUM score
## 1625 Composite Composite SUM score
## 1626 Composite Composite SUM score
## 1627 Composite Composite SUM score
## 1628 Composite Composite SUM score
## 1629 Composite Composite SUM score
## 1630 Composite Composite SUM score
## 1631 Composite Composite SUM score
## 1632 Composite Composite SUM score
## 1633 Composite Composite SUM score
## 1634 Composite Composite SUM score
## 1635 Composite Composite SUM score
## 1636 Composite Composite SUM score
## 1637 Composite Composite SUM score
## 1638 Composite Composite SUM score
## 1639 Composite Composite SUM score
## 1640 Composite Composite SUM score
## 1641 Composite Composite SUM score
## 1642 Composite Composite SUM score
## 1643 Composite Composite SUM score
## 1644 Composite Composite SUM score
## 1645 Composite Composite SUM score
## 1646 Composite Composite SUM score
## 1647 Composite Composite SUM score
## 1648 Composite Composite SUM score
## 1649 Composite Composite SUM score
## 1650 Composite Composite SUM score
## 1651 Composite Composite SUM score
## 1652 Composite Composite SUM score
## 1653 Composite Composite SUM score
## 1654 Composite Composite SUM score
## 1655 Composite Composite SUM score
## 1656 Composite Composite SUM score
## 1657 Composite Composite SUM score
## 1658 Composite Composite SUM score
## 1659 Composite Composite SUM score
## 1660 Composite Composite SUM score
## 1661 Composite Composite SUM score
## 1662 Composite Composite SUM score
## 1663 Composite Composite SUM score
## 1664 Composite Composite SUM score
## 1665 Composite Composite SUM score
## 1666 Composite Composite SUM score
## 1667 Composite Composite SUM score
## 1668 Composite Composite SUM score
## 1669 Composite Composite SUM score
## 1670 Composite Composite SUM score
## 1671 Composite Composite SUM score
## 1672 Composite Composite SUM score
## 1673 Composite Composite SUM score
## 1674 Composite Composite SUM score
## 1675 Composite Composite SUM score
## 1676 Composite Composite SUM score
## 1677 Composite Composite SUM score
## 1678 Composite Composite SUM score
## 1679 Composite Composite SUM score
## 1680 Composite Composite SUM score
## 1681 Composite Composite SUM score
## 1682 Composite Composite SUM score
## 1683 Composite Composite SUM score
## 1684 Composite Composite SUM score
## 1685 Composite Composite SUM score
## 1686 Composite Composite SUM score
## 1687 Composite Composite SUM score
## 1688 Composite Composite SUM score
## 1689 Composite Composite SUM score
## 1690 Composite Composite SUM score
## 1691 Composite Composite SUM score
## 1692 Composite Composite SUM score
## 1693 Composite Composite SUM score
## 1694 Composite Composite SUM score
## 1695 Composite Composite SUM score
## 1696 Composite Composite SUM score
## 1697 Composite Composite SUM score
## 1698 Composite Composite SUM score
## 1699 Composite Composite SUM score
## 1700 Composite Composite SUM score
## 1701 Composite Composite SUM score
## 1702 Composite Composite SUM score
## 1703 Composite Composite SUM score
## 1704 Composite Composite SUM score
## 1705 Composite Composite SUM score
## 1706 Composite Composite SUM score
## 1707 Composite Composite SUM score
## 1708 Composite Composite SUM score
## 1709 Composite Composite SUM score
## 1710 Composite Composite SUM score
## 1711 Composite Composite SUM score
## 1712 Composite Composite SUM score
## 1713 Composite Composite SUM score
## 1714 Composite Composite SUM score
## 1715 Composite Composite SUM score
## 1716 Composite Composite SUM score
## 1717 Composite Composite SUM score
## 1718 Composite Composite SUM score
## 1719 Composite Composite SUM score
## 1720 Composite Composite SUM score
## 1721 Composite Composite SUM score
## 1722 Composite Composite SUM score
## 1723 Composite Composite SUM score
## 1724 Composite Composite SUM score
## 1725 Composite Composite SUM score## # A tibble: 330 × 9
## cluster attribute n mean sd median iqr cv
## <fct> <chr> <int> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 APT 324 0 0 0 0 NaN
## 2 1 AUO 324 46.1 33.8 45.7 67.6 0.734
## 3 1 BD 324 0.260 0.250 0.213 0.196 0.961
## 4 1 CD 324 0.0909 0.0198 0.093 0.027 0.218
## 5 1 ICC 324 0.773 0.440 0.725 0.643 0.568
## 6 1 ISC 324 0.0738 0.109 0.0346 0.0132 1.47
## 7 1 LUD 324 0.351 0.312 0.35 0.6 0.888
## 8 1 NC 324 2.26 0.217 2.27 0.292 0.0962
## 9 1 ND 324 0.133 0.0807 0.118 0.105 0.606
## 10 1 SD 324 0.160 0.0952 0.149 0.108 0.597
## # ℹ 320 more rows
## # ℹ 1 more variable: attribute_label <chr>## # A tibble: 330 × 6
## cluster attribute n skewness kurtosis attribute_label
## <fct> <chr> <int> <dbl> <dbl> <chr>
## 1 1 APT 324 NaN NaN Transit Access
## 2 1 AUO 324 0.0182 1.54 Groceries Access
## 3 1 BD 324 5.36 46.7 FAR
## 4 1 CD 324 -0.903 3.94 Context Built-up Density
## 5 1 ICC 324 0.779 3.34 Distance to HAC
## 6 1 ISC 324 2.36 6.64 Internal Compactness
## 7 1 LUD 324 0.339 1.88 Land-use Diversity
## 8 1 NC 324 -0.477 3.32 Node Degree
## 9 1 ND 324 0.791 3.22 Intersection Density
## 10 1 SD 324 1.84 10.4 Subdivision Built-up Density
## # ℹ 320 more rows
## All ST-DBSCAN attribute profiling tables exported successfully.## All figures exported successfully.Sensitivity Analysis of Spatio-Temporal Clustering Parameters
To ensure that the identified spatio-temporal clusters are robust, meaningful, and not artifacts of arbitrary parameter choices, a comprehensive sensitivity analysis was conducted across a wide range of parameter combinations. This analysis evaluates how variations in spatial, temporal, and density thresholds influence clustering outcomes, with emphasis on stability, interpretability, and alignment with the research objective.
Parameter Space Exploration
The ST-DBSCAN model in this analysis requires specification of three key parameters: the spatial neighborhood threshold, the temporal window, and the minimum number of neighboring observations required to form a cluster. Rather than relying on a single parameter configuration, a structured parameter grid was constructed to systematically explore plausible combinations.
The spatial threshold was varied using multiplicative adjustments around a baseline value derived from KNN diagnostics. This approach allows the analysis to assess both more restrictive and more permissive spatial neighborhood definitions. The minimum number of neighbors was similarly varied around a central value to evaluate sensitivity to density assumptions. The temporal window was expanded across a range of values representing short-term to long-term development proximity, capturing different assumptions about temporal continuity in urban development.
This multi-dimensional parameter grid enables a thorough evaluation of how clustering behavior changes across different definitions of spatial proximity, temporal adjacency, and density requirements.
Evaluation Framework
Each parameter combination was evaluated using a set of complementary diagnostics designed to capture multiple dimensions of clustering quality. These diagnostics collectively assess structural validity, temporal coherence, spatial cohesion, and robustness.
Structural Metrics
The number of clusters and the proportion of noise observations were used to assess the structural properties of the clustering results. A high noise ratio indicates overly restrictive parameter settings, while a very small number of clusters suggests overly permissive configurations that fail to capture meaningful heterogeneity.
Cluster size statistics, including mean and variability, were also examined to ensure that clusters are neither excessively fragmented nor dominated by a single large group.
Temporal Coherence
Given the research focus on the evolution of urban development patterns over time, temporal coherence is a central evaluation criterion. Three complementary measures were used:
Average Temporal Span: captures the typical duration over which clusters persist, reflecting the temporal continuity of development regimes.
Minimum Temporal Span: identifies the shortest-lived clusters, ensuring that clusters are not driven by isolated or transient observations.
Maximum Temporal Span: reflects the longest temporal persistence, indicating whether clusters capture enduring development patterns.
Spatial Cohesion
Spatial compactness was evaluated by measuring the average distance of observations within each cluster to their respective centroids. This metric captures the geographic cohesion of clusters, ensuring that identified groups represent localized spatial patterns rather than dispersed or fragmented structures.
Stability Analysis
To evaluate robustness, a stability analysis was conducted using repeated subsampling. For each parameter configuration, the dataset was randomly perturbed, and clustering was recomputed. The consistency of cluster assignments across iterations was measured using the Adjusted Rand Index (ARI).
Higher stability values indicate that the clustering structure is resilient to data perturbations and not driven by random variation. This step is critical for ensuring that identified patterns are reproducible and not artifacts of specific data configurations.
Diagnostic Visualization
The results of the sensitivity analysis were visualized using a series of diagnostic plots to facilitate interpretation of parameter effects.
Heatmaps were used to display how key metrics vary across the parameter space, enabling identification of regions where clustering quality is maximized. Structural diagnostics, including noise ratio and number of clusters, were visualized across different temporal windows to highlight the interaction between spatial and temporal constraints.
Additional plots examined trade-offs between competing objectives, such as clustering validity versus noise reduction, and spatial compactness versus temporal persistence. These visualizations provide insight into the inherent tensions in parameter selection and help identify balanced configurations.
## Largest cluster removed for sensitivity check: 5## # A tibble: 11 × 6
## attribute attribute_label kruskal_p kruskal_statistic p_adj significant
## <chr> <chr> <dbl> <dbl> <dbl> <lgl>
## 1 ICC Distance to HAC 1.40e-260 1320. 1.54e-259 TRUE
## 2 APT Transit Access 1.50e-217 1118. 8.25e-217 TRUE
## 3 CD Context Built-… 1.17e-121 663. 4.27e-121 TRUE
## 4 AUO Groceries Acce… 5.65e- 93 525. 1.55e- 92 TRUE
## 5 NC Node Degree 2.67e- 47 300. 5.87e- 47 TRUE
## 6 ND Intersection D… 7.62e- 37 247. 1.40e- 36 TRUE
## 7 SUM.Compos… Composite Comp… 8.60e- 34 231. 1.35e- 33 TRUE
## 8 BD FAR 2.41e- 27 197. 3.31e- 27 TRUE
## 9 SD Subdivision Bu… 4.21e- 17 141. 5.14e- 17 TRUE
## 10 LUD Land-use Diver… 8.06e- 12 111. 8.87e- 12 TRUE
## 11 ISC Internal Compa… 3.69e- 5 67.9 3.69e- 5 TRUE## # A tibble: 11 × 4
## attribute attribute_label epsilon_squared_no_l…¹ interpretation_no_la…²
## <chr> <chr> <dbl> <chr>
## 1 ICC Distance to HAC 0.919 large
## 2 APT Transit Access 0.775 large
## 3 CD Context Built-up… 0.451 large
## 4 AUO Groceries Access 0.353 large
## 5 NC Node Degree 0.193 large
## 6 ND Intersection Den… 0.155 large
## 7 SUM.Composite Composite Compos… 0.144 large
## 8 BD FAR 0.120 moderate
## 9 SD Subdivision Buil… 0.0806 moderate
## 10 LUD Land-use Diversi… 0.0589 small
## 11 ISC Internal Compact… 0.0283 small
## # ℹ abbreviated names: ¹epsilon_squared_no_largest, ²interpretation_no_largest## # A tibble: 11 × 6
## attribute attribute_label epsilon_squared_full epsilon_squared_no_l…¹
## <chr> <chr> <dbl> <dbl>
## 1 APT Transit Access 0.714 0.775
## 2 ICC Distance to HAC 0.617 0.919
## 3 CD Context Built-up D… 0.570 0.451
## 4 BD FAR 0.324 0.120
## 5 SD Subdivision Built-… 0.314 0.0806
## 6 SUM.Composite Composite Composit… 0.303 0.144
## 7 AUO Groceries Access 0.270 0.353
## 8 ND Intersection Densi… 0.215 0.155
## 9 NC Node Degree 0.198 0.193
## 10 ISC Internal Compactne… 0.103 0.0283
## 11 LUD Land-use Diversity 0.0403 0.0589
## # ℹ abbreviated name: ¹epsilon_squared_no_largest
## # ℹ 2 more variables: change <dbl>, percent_change <dbl>
## Balanced sample size per cluster: 15## Balanced sample size per cluster: 15## # A tibble: 11 × 4
## attribute attribute_label epsilon_squared_bala…¹ interpretation_balan…²
## <chr> <chr> <dbl> <chr>
## 1 ICC Distance to HAC 0.939 large
## 2 APT Transit Access 0.774 large
## 3 CD Context Built-up… 0.635 large
## 4 AUO Groceries Access 0.426 large
## 5 SUM.Composite Composite Compos… 0.250 large
## 6 ND Intersection Den… 0.229 large
## 7 BD FAR 0.222 large
## 8 NC Node Degree 0.217 large
## 9 SD Subdivision Buil… 0.145 large
## 10 LUD Land-use Diversi… 0.107 moderate
## 11 ISC Internal Compact… 0.0793 moderate
## # ℹ abbreviated names: ¹epsilon_squared_balanced, ²interpretation_balanced## # A tibble: 11 × 6
## attribute attribute_label epsilon_squared_full epsilon_squared_bala…¹ change
## <chr> <chr> <dbl> <dbl> <dbl>
## 1 APT Transit Access 0.714 0.774 0.0597
## 2 ICC Distance to HAC 0.617 0.939 0.321
## 3 CD Context Built-… 0.570 0.635 0.0643
## 4 BD FAR 0.324 0.222 -0.102
## 5 SD Subdivision Bu… 0.314 0.145 -0.169
## 6 SUM.Comp… Composite Comp… 0.303 0.250 -0.0530
## 7 AUO Groceries Acce… 0.270 0.426 0.155
## 8 ND Intersection D… 0.215 0.229 0.0146
## 9 NC Node Degree 0.198 0.217 0.0190
## 10 ISC Internal Compa… 0.103 0.0793 -0.0236
## 11 LUD Land-use Diver… 0.0403 0.107 0.0668
## # ℹ abbreviated name: ¹epsilon_squared_balanced
## # ℹ 1 more variable: percent_change <dbl>
## # A tibble: 11 × 3
## attribute attribute_label correlation_standard_robust
## <chr> <chr> <dbl>
## 1 APT Transit Access NA
## 2 AUO Groceries Access NA
## 3 BD FAR NA
## 4 CD Context Built-up Density NA
## 5 ICC Distance to HAC NA
## 6 ISC Internal Compactness NA
## 7 LUD Land-use Diversity NA
## 8 NC Node Degree NA
## 9 ND Intersection Density NA
## 10 SD Subdivision Built-up Density NA
## 11 SUM.Composite Composite Composite SUM score NA
## Pairwise matrix plots saved to:
## C:/Users/erfan/UNC Charlotte Dropbox/Erfan Kefayat/Researches/Erfan Dissertation/Scripts/projects/SUM_Charlotte/rq2/pairwise_significance_matrices## Supplementary robustness checks completed and exported successfully.## [1] "eps_mult" "min_pts" "time_window"
## [4] "eps_spatial_test" "eps_temporal_test" "n_clusters"
## [7] "noise_ratio" "size_mean" "size_sd"
## [10] "avg_temporal_span" "min_temporal_span" "max_temporal_span"
## [13] "spatial_compactness" "target_eps2" "target_avg_iqr"
## [16] "largest_cluster_share" "size_gini"## # A tibble: 20 × 23
## eps_mult min_pts time_window eps_spatial_test eps_temporal_test n_clusters
## <dbl> <dbl> <dbl> <dbl> <dbl> <int>
## 1 0.8 15 1 3270. 1 12
## 2 0.8 10 1 3270. 1 29
## 3 0.9 20 3 3679. 3 16
## 4 1 15 1 4088. 1 14
## 5 0.9 15 1 3679. 1 12
## 6 0.8 15 3 3270. 3 19
## 7 0.9 20 1 3679. 1 7
## 8 0.8 20 5 3270. 5 13
## 9 1.1 15 1 4496. 1 16
## 10 0.8 20 3 3270. 3 12
## 11 0.9 10 1 3679. 1 30
## 12 1 20 1 4088. 1 8
## 13 0.8 20 1 3270. 1 7
## 14 1 10 1 4088. 1 31
## 15 1.1 20 1 4496. 1 10
## 16 1 20 3 4088. 3 15
## 17 0.9 10 5 3679. 5 61
## 18 0.8 10 7 3270. 7 69
## 19 0.9 10 3 3679. 3 49
## 20 1 10 3 4088. 3 55
## # ℹ 17 more variables: noise_ratio <dbl>, size_mean <dbl>, size_sd <dbl>,
## # avg_temporal_span <dbl>, min_temporal_span <dbl>, max_temporal_span <dbl>,
## # spatial_compactness <dbl>, target_eps2 <dbl>, target_avg_iqr <dbl>,
## # largest_cluster_share <dbl>, size_gini <dbl>, score_between <dbl>,
## # score_within <dbl>, score_balance <dbl>, score_noise <dbl>,
## # score_cluster_count <dbl>, overall_score <dbl>## # A tibble: 2 × 11
## solution min_pts eps_mult time_window n_clusters noise_ratio
## <chr> <dbl> <dbl> <dbl> <int> <dbl>
## 1 Original baseline 15 1 5 30 0.479
## 2 Best-ranked alternative 15 0.8 1 12 0.909
## # ℹ 5 more variables: largest_cluster_share <dbl>, target_eps2 <dbl>,
## # target_avg_iqr <dbl>, size_gini <dbl>, overall_score <dbl>
## # A tibble: 1 × 9
## min_pts eps_mult time_window n_clusters noise_ratio largest_cluster_share
## <dbl> <dbl> <dbl> <int> <dbl> <dbl>
## 1 15 0.8 1 12 0.909 0.291
## # ℹ 3 more variables: target_eps2 <dbl>, target_avg_iqr <dbl>,
## # overall_score <dbl>## # A tibble: 20 × 11
## eps_mult min_pts time_window n_clusters noise_ratio stability target_eps2
## <dbl> <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1 0.9 20 3 16 0.778 0.00314 0.462
## 2 0.8 15 1 12 0.909 0.00210 0.404
## 3 0.8 15 3 19 0.750 0.00337 0.441
## 4 0.9 10 3 49 0.520 0.00382 0.366
## 5 0.9 10 5 61 0.335 0.000763 0.339
## 6 1 10 3 55 0.441 0.000702 0.346
## 7 0.9 20 1 7 0.928 0.000196 0.319
## 8 1 10 1 31 0.734 0.00167 0.395
## 9 0.8 10 3 37 0.605 0.00255 0.350
## 10 0.9 20 9 18 0.539 0.00330 0.302
## 11 0.8 10 1 29 0.820 -0.00377 0.487
## 12 0.9 15 1 12 0.879 -0.000542 0.390
## 13 0.8 15 9 33 0.475 0.00116 0.314
## 14 0.8 20 5 13 0.735 -0.000708 0.443
## 15 0.8 10 7 69 0.326 -0.00171 0.321
## 16 1 15 1 14 0.847 -0.00180 0.415
## 17 1 15 5 30 0.479 0.000609 0.303
## 18 1 20 7 19 0.530 0.00157 0.307
## 19 1.1 10 3 52 0.368 0.000195 0.264
## 20 0.8 10 5 61 0.445 -0.00228 0.350
## # ℹ 4 more variables: target_avg_iqr <dbl>, largest_cluster_share <dbl>,
## # size_gini <dbl>, total_score <dbl>
## [1] -5.354943e-05## [1] 0.004865327