Tools for Modelling MFS Call Data
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.865e+00 4.677e-02 -8.265e+01 0.000e+00
dayofweek 3.568e-02 7.268e-03 4.909e+00 9.164e-07
hour 8.541e-02 2.250e-03 3.796e+01 3.168e-310
month -1.997e-02 4.217e-03 -4.735e+00 2.197e-06
Degrees of Freedom: 43823 Total (i.e. Null); 43820 Residual
Null Deviance: 33700
Residual Deviance: 32080 AIC: 32090
Prior correction performed with tau = 0.04740437
Rare events bias correction performedCoefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.425e+00 9.233e-02 -4.793e+01 0.000e+00
dayofweek 3.573e-02 7.272e-03 4.913e+00 9.003e-07
hour 8.550e-02 2.252e-03 3.797e+01 1.724e-310
month -1.101e-02 4.535e-03 -2.428e+00 1.520e-02
temperature 2.349e-02 3.336e-03 7.040e+00 1.952e-12
Degrees of Freedom: 43823 Total (i.e. Null); 43819 Residual
Null Deviance: 33700
Residual Deviance: 32030 AIC: 32040
Prior correction performed with tau = 0.04740437
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.675e+00 6.446e-02 -7.252e+01 0.000e+00
dayofweek 3.546e-02 7.299e-03 4.858e+00 1.189e-06
hour 7.395e-02 2.282e-03 3.241e+01 1.149e-227
month -4.398e-03 4.567e-03 -9.629e-01 3.356e-01
temperature 5.114e-02 2.780e-03 1.840e+01 2.614e-75
Degrees of Freedom: 43823 Total (i.e. Null); 43819 Residual
Null Deviance: 33700
Residual Deviance: 31690 AIC: 31700
Prior correction performed with tau = 0.04740437
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.634e+00 4.701e-02 -9.859e+01 0.000e+00
hour 7.391e-02 2.279e-03 3.243e+01 4.739e-228
temperature 5.157e-02 2.730e-03 1.890e+01 2.576e-79
IsMonday -7.809e-02 4.278e-02 -1.825e+00 6.795e-02
IsThursday 1.099e-01 4.492e-02 2.447e+00 1.441e-02
IsFriday 1.456e-01 4.533e-02 3.213e+00 1.317e-03
IsSaturday 3.017e-01 4.734e-02 6.373e+00 1.868e-10
Degrees of Freedom: 43823 Total (i.e. Null); 43817 Residual
Null Deviance: 33700
Residual Deviance: 31650 AIC: 31660
Prior correction performed with tau = 0.04740437
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.688e+00 4.643e-02 -1.010e+02 0.000e+00
hour 7.312e-02 2.244e-03 3.259e+01 3.458e-230
temperature 5.060e-02 2.686e-03 1.883e+01 8.075e-79
IsMonday -8.037e-02 4.223e-02 -1.903e+00 5.705e-02
IsThursday 1.158e-01 4.441e-02 2.607e+00 9.146e-03
IsFriday 1.417e-01 4.469e-02 3.171e+00 1.518e-03
IsSaturday 2.931e-01 4.659e-02 6.291e+00 3.192e-10
Degrees of Freedom: 43823 Total (i.e. Null); 43817 Residual
Null Deviance: 34380
Residual Deviance: 32320 AIC: 32340
Prior correction performed with tau = 0.04411894
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.975e+00 1.460e-02 -2.723e+02 0.000e+00
hour 3.024e-02 6.162e-04 4.908e+01 0.000e+00
temperature 2.898e-02 6.906e-04 4.196e+01 0.000e+00
IsMonday -2.354e-02 1.285e-02 -1.832e+00 6.694e-02
IsThursday 9.195e-02 1.269e-02 7.245e+00 4.326e-13
IsFriday 1.399e-01 1.261e-02 1.110e+01 1.273e-28
IsSaturday 1.129e-01 1.264e-02 8.931e+00 4.249e-19
Degrees of Freedom: 262943 Total (i.e. Null); 262937 Residual
Null Deviance: 336400
Residual Deviance: 331200 AIC: 331200
Prior correction performed with tau = 0.04411894
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.964e+00 3.361e-02 -1.179e+02 0.000e+00
hour 2.843e-02 1.377e-03 2.066e+01 1.028e-94
temperature 2.958e-02 1.539e-03 1.922e+01 2.843e-82
IsMonday -2.264e-02 2.964e-02 -7.639e-01 4.449e-01
IsThursday 9.222e-02 2.890e-02 3.191e+00 1.418e-03
IsFriday 1.435e-01 2.857e-02 5.024e+00 5.068e-07
IsSaturday 1.090e-01 2.874e-02 3.794e+00 1.485e-04
Degrees of Freedom: 262943 Total (i.e. Null); 262937 Residual
Null Deviance: 95090
Residual Deviance: 94120 AIC: 15690
Weighting performed with tau = 0.04411894
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.571e+00 1.460e-02 -1.076e+02 0.000e+00
hour 3.024e-02 6.162e-04 4.908e+01 0.000e+00
temperature 2.898e-02 6.906e-04 4.196e+01 0.000e+00
IsMonday -2.355e-02 1.285e-02 -1.833e+00 6.679e-02
IsThursday 9.194e-02 1.269e-02 7.244e+00 4.358e-13
IsFriday 1.399e-01 1.261e-02 1.110e+01 1.287e-28
IsSaturday 1.129e-01 1.264e-02 8.930e+00 4.285e-19
Degrees of Freedom: 262943 Total (i.e. Null); 262937 Residual
Null Deviance: 336400
Residual Deviance: 331200 AIC: 331200
Rare events bias correction performedWarning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Deviance Residuals:
Min 1Q Median 3Q Max
-1.3130 -0.9394 -0.7978 1.3689 8.4904
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.5712017 0.0145975 -107.635 < 2e-16 ***
hour 0.0302444 0.0006162 49.079 < 2e-16 ***
temperature 0.0289802 0.0006906 41.962 < 2e-16 ***
IsMonday -0.0235660 0.0128482 -1.834 0.0666 .
IsThursday 0.0919263 0.0126911 7.243 4.38e-13 ***
IsFriday 0.1399055 0.0126063 11.098 < 2e-16 ***
IsSaturday 0.1128724 0.0126410 8.929 < 2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 336448 on 262943 degrees of freedom
Residual deviance: 331217 on 262937 degrees of freedom
AIC: 331231
Number of Fisher Scoring iterations: 4Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -1.5712 0.0145975 -107.635 <1e-99
hour 0.0302444 0.000616235 49.0793 <1e-99
temperature 0.0289802 0.000690629 41.962 <1e-99
IsMonday -0.023566 0.0128482 -1.83419 0.0666
IsThursday 0.0919263 0.0126911 7.24335 <1e-12
IsFriday 0.139906 0.0126063 11.0981 <1e-27
IsSaturday 0.112872 0.012641 8.92908 <1e-18Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.77284 0.0116495 -323.862 <1e-99
hour 0.0231019 0.000456182 50.6418 <1e-99
IsMonday 0.122254 0.0120215 10.1696 <1e-23
IsTuesday 0.206699 0.0118108 17.5008 <1e-67
IsWednesday 0.176734 0.011879 14.8779 <1e-49
IsThursday 0.21296 0.0117948 18.0555 <1e-72
IsFriday 0.261926 0.0116857 22.4143 <1e-99
IsSaturday 0.226724 0.011765 19.271 <1e-82
tempband2 0.0765277 0.00297399 25.7323 <1e-99
tempband4 0.0300173 0.00237588 12.6342 <1e-35
tempband5b1 0.01211 0.00675359 1.79312 0.0730
tempband5b2 0.0415202 0.0108828 3.81521 0.0001
tempband5b3 0.0261287 0.0145412 1.79688 0.0724
tempband5b4 0.0475908 0.0204734 2.32452 0.0201
tempband5b5 0.0756126 0.0293007 2.58058 0.0099
tempband5bz 0.0865206 0.0586816 1.47441 0.1404Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.78992 0.0114299 -331.581 <1e-99
hour 0.0221202 0.000446189 49.5759 <1e-99
IsMonday 0.117332 0.0117743 9.96511 <1e-22
IsTuesday 0.198 0.0115583 17.1305 <1e-65
IsWednesday 0.169417 0.0116283 14.5693 <1e-47
IsThursday 0.203921 0.0115412 17.669 <1e-69
IsFriday 0.250627 0.0114305 21.9261 <1e-99
IsSaturday 0.217097 0.0115118 18.8586 <1e-78
tempband2 0.073599 0.00291459 25.252 <1e-99
tempband4 0.0285869 0.00231666 12.3397 <1e-34
tempband5b1 0.011425 0.00656885 1.73927 0.0820
tempband5b2 0.0391931 0.0105626 3.71054 0.0002
tempband5b3 0.0246091 0.0140736 1.7486 0.0804
tempband5b4 0.0442925 0.0197345 2.24442 0.0248
tempband5b5 0.0704368 0.0280169 2.51409 0.0119
tempband5bz 0.0750793 0.0552735 1.35832 0.1744Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.77504 0.0113085 -333.824 <1e-99
hour 0.0221518 0.000440346 50.3055 <1e-99
IsMonday 0.123658 0.0116427 10.6211 <1e-25
IsTuesday 0.208874 0.0114181 18.2931 <1e-74
IsWednesday 0.176693 0.0114962 15.3697 <1e-52
IsThursday 0.211344 0.0114096 18.5234 <1e-75
IsFriday 0.26156 0.0112927 23.1618 <1e-99
IsSaturday 0.22655 0.0113762 19.9144 <1e-87
tempband2 0.0749714 0.00287873 26.0432 <1e-99
tempband4 0.0292694 0.00228357 12.8174 <1e-36
tempband5b1 0.011577 0.00646926 1.78955 0.0735
tempband5b2 0.0402354 0.0103961 3.87025 0.0001
tempband5b3 0.0220355 0.0138624 1.58959 0.1119
tempband5b4 0.0497162 0.0193828 2.56497 0.0103
tempband5b5 0.0714394 0.0273278 2.61417 0.0089
tempband5bz 0.0967719 0.0527162 1.83571 0.0664Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.89515 0.0343862 -113.277 <1e-99
year 0.0486605 0.0020006 24.323 <1e-99
hour0to1 -0.200861 0.0452568 -4.43824 <1e-5
hour1to2 -0.166261 0.0307567 -5.40569 <1e-7
hour3to4 -0.112407 0.0330688 -3.3992 0.0007
hour4to5 -0.123788 0.043667 -2.83481 0.0046
hour5to6 0.173167 0.0434854 3.98219 <1e-4
hour6to7 0.281338 0.0391738 7.18179 <1e-12
hour7to8 0.421769 0.0332093 12.7003 <1e-36
hour8to9 0.346418 0.0277572 12.4803 <1e-35
hour9to10 0.100561 0.0246993 4.0714 <1e-4
hour10to11 -0.179571 0.0218166 -8.23092 <1e-15
hour11to13 -0.0561719 0.00812962 -6.90953 <1e-11
hour15to16 0.110874 0.0184575 6.00699 <1e-8
hour16to17 -0.0714394 0.0256807 -2.78184 0.0054
hour17to18 0.167914 0.0258116 6.50537 <1e-10
hour18to19 -0.225317 0.0263946 -8.53647 <1e-16
hour19to20 -0.0702119 0.0280893 -2.4996 0.0124
hour20to21 -0.0991658 0.0295289 -3.35826 0.0008
hour21to22 -0.0777595 0.0310024 -2.50818 0.0121
hour22to23 -0.144905 0.0334736 -4.32894 <1e-4
hour23to24 -0.0924898 0.0445278 -2.07713 0.0378
IsMonday 0.125735 0.0116404 10.8016 <1e-26
IsTuesday 0.210622 0.0114165 18.4489 <1e-75
IsWednesday 0.179593 0.0114937 15.6253 <1e-54
IsThursday 0.214809 0.0114078 18.83 <1e-78
IsFriday 0.264128 0.0112894 23.3961 <1e-99
IsSaturday 0.229595 0.0113732 20.1873 <1e-89
tempband2 0.0189116 0.0037896 4.99038 <1e-6
tempband3 -0.00908493 0.00340189 -2.67055 0.0076
tempband5a 0.0179924 0.00367917 4.89034 <1e-5
tempband5b2 0.0346521 0.00624817 5.54596 <1e-7
tempband5b4 0.0434187 0.0154417 2.81177 0.0049
tempband5b5 0.0551226 0.0270923 2.03462 0.0419
tempband5bz 0.104784 0.0529103 1.9804 0.0477Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.93051 0.0351259 -111.898 <1e-99
year 0.0486377 0.00200018 24.3167 <1e-99
hour0to1 -0.201051 0.0452569 -4.44243 <1e-5
hour1to2 -0.166329 0.0307563 -5.40798 <1e-7
hour3to4 -0.11247 0.0330694 -3.40103 0.0007
hour4to5 -0.124129 0.0436672 -2.84262 0.0045
hour5to6 0.17329 0.0434851 3.98505 <1e-4
hour6to7 0.281432 0.0391736 7.18424 <1e-12
hour7to8 0.423072 0.0332096 12.7395 <1e-36
hour8to9 0.344392 0.0277499 12.4106 <1e-34
hour9to10 0.108709 0.024545 4.42897 <1e-5
hour10to11 -0.213999 0.0191211 -11.1918 <1e-28
hour12to13 -0.088438 0.0131883 -6.7058 <1e-10
hour15to16 0.113757 0.0186953 6.08478 <1e-8
hour16to17 -0.0722974 0.0256936 -2.81383 0.0049
hour17to18 0.167543 0.0258186 6.48923 <1e-10
hour18to19 -0.225188 0.0263985 -8.53033 <1e-16
hour19to20 -0.0697614 0.0280926 -2.48327 0.0130
hour20to21 -0.0984745 0.0295313 -3.33458 0.0009
hour21to22 -0.0775052 0.0310029 -2.49993 0.0124
hour22to23 -0.144595 0.0334741 -4.31961 <1e-4
hour23to24 -0.0924366 0.044528 -2.07592 0.0379
IsMonday 0.126168 0.0116412 10.8381 <1e-26
IsTuesday 0.212084 0.01142 18.5713 <1e-76
IsWednesday 0.179938 0.0114939 15.6551 <1e-54
IsThursday 0.214925 0.0114081 18.8397 <1e-78
IsFriday 0.263548 0.011292 23.3394 <1e-99
IsSaturday 0.228976 0.0113742 20.1312 <1e-89
tempband2 0.0154393 0.00384772 4.01258 <1e-4
tempband3 -0.0111211 0.00342263 -3.24928 0.0012
tempband5a 0.0175582 0.00368377 4.76636 <1e-5
tempband5b2 0.0372524 0.00626508 5.94604 <1e-8
tempband5b4 0.0459163 0.0154451 2.97287 0.0030
tempband5b5 0.0532244 0.0270948 1.96438 0.0495
tempband5bz 0.100877 0.0527813 1.91123 0.0560
dew_point 0.00403081 0.000732363 5.50384 <1e-7
wind_speed 0.00228641 0.00125169 1.82666 0.0678Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -3.92155 0.0347398 -112.883 <1e-99
year 0.0485735 0.00199998 24.287 <1e-99
hour0to1 -0.200988 0.0452568 -4.44105 <1e-5
hour1to2 -0.166179 0.030757 -5.40297 <1e-7
hour3to4 -0.112263 0.0330683 -3.39488 0.0007
hour4to5 -0.123886 0.0436668 -2.83708 0.0046
hour5to6 0.173731 0.0434852 3.99517 <1e-4
hour6to7 0.28108 0.0391734 7.17527 <1e-12
hour7to8 0.42396 0.033208 12.7668 <1e-36
hour8to9 0.344182 0.0277467 12.4044 <1e-34
hour9to10 0.110088 0.024541 4.48589 <1e-5
hour10to11 -0.21348 0.0191038 -11.1747 <1e-28
hour12to13 -0.0874292 0.0131681 -6.63948 <1e-10
hour15to16 0.114861 0.0186957 6.14367 <1e-9
hour16to17 -0.0726822 0.0256929 -2.82888 0.0047
hour17to18 0.166447 0.0258148 6.44771 <1e-9
hour18to19 -0.225947 0.0263947 -8.56032 <1e-16
hour19to20 -0.0716924 0.0280904 -2.5522 0.0107
hour20to21 -0.0991559 0.0295285 -3.35797 0.0008
hour21to22 -0.0779293 0.0310023 -2.51366 0.0119
hour22to23 -0.1448 0.0334735 -4.3258 <1e-4
hour23to24 -0.0924354 0.0445279 -2.0759 0.0379
IsMonday 0.125757 0.0116404 10.8035 <1e-26
IsTuesday 0.211254 0.0114171 18.5034 <1e-75
IsWednesday 0.180139 0.011494 15.6724 <1e-54
IsThursday 0.214577 0.0114079 18.8094 <1e-78
IsFriday 0.263101 0.0112911 23.3017 <1e-99
IsSaturday 0.228731 0.0113744 20.1094 <1e-89
tempband2 0.0160776 0.0038257 4.20252 <1e-4
tempband3 -0.0109418 0.00341949 -3.19983 0.0014
tempband5a 0.0176293 0.00368066 4.7897 <1e-5
tempband5b2 0.0385233 0.00628796 6.12651 <1e-9
tempband5b4 0.048267 0.0154594 3.12218 0.0018
tempband5b5 0.0536702 0.0271161 1.97928 0.0478
tempband5bz 0.115059 0.0530725 2.16795 0.0302
dew_point 0.00390169 0.000729324 5.34974 <1e-7| Coefficients | Estimate | Std.Error | z value | Pr(>\ | z\ | ) |
|---|---|---|---|---|---|---|
| (Intercept) | -3.92828 | 0.0351363 | -111.801 | <1e-99 | ||
| year | 0.0482033 | 0.00199961 | 24.1064 | <1e-99 | ||
| hour0to1 | -0.201484 | 0.0452568 | -4.45201 | <1e-5 | ||
| hour1to2 | -0.165943 | 0.0307585 | -5.39505 | <1e-7 | ||
| hour3to4 | -0.112332 | 0.0330674 | -3.39708 | 0.0007 | ||
| hour4to5 | -0.124051 | 0.0436655 | -2.84094 | 0.0045 | ||
| hour5to6 | 0.175264 | 0.0434846 | 4.03049 | <1e-4 | ||
| hour6to7 | 0.282751 | 0.0391703 | 7.21849 | <1e-12 | ||
| hour7to8 | 0.426791 | 0.0332034 | 12.8538 | <1e-37 | ||
| hour8to9 | 0.339623 | 0.0278138 | 12.2106 | <1e-33 | ||
| hour9to10 | 0.105154 | 0.0249001 | 4.22303 | <1e-4 | ||
| hour10to11 | -0.185707 | 0.0249332 | -7.44816 | <1e-13 | ||
| hour11to12 | -0.0526015 | 0.0255667 | -2.05743 | 0.0396 | ||
| hour12to13 | -0.0631609 | 0.0189612 | -3.33105 | 0.0009 | ||
| hour15to16 | 0.110462 | 0.0187254 | 5.89906 | <1e-8 | ||
| hour16to17 | -0.0755145 | 0.0256934 | -2.93906 | 0.0033 | ||
| hour17to18 | 0.170437 | 0.0258201 | 6.60094 | <1e-10 | ||
| hour18to19 | -0.229678 | 0.0263915 | -8.70271 | <1e-17 | ||
| hour19to20 | -0.0715832 | 0.028085 | -2.5488 | 0.0108 | ||
| hour20to21 | -0.0893263 | 0.0295421 | -3.02369 | 0.0025 | ||
| hour21to22 | -0.0789808 | 0.0310044 | -2.54741 | 0.0109 | ||
| hour22to23 | -0.143115 | 0.0334746 | -4.27532 | <1e-4 | ||
| hour23to24 | -0.0915308 | 0.0445303 | -2.05547 | 0.0398 | ||
| IsMonday | 0.125958 | 0.0116417 | 10.8196 | <1e-26 | ||
| IsTuesday | 0.212071 | 0.0114169 | 18.5752 | <1e-76 | ||
| IsWednesday | 0.180471 | 0.0114945 | 15.7006 | <1e-54 | ||
| IsThursday | 0.214703 | 0.0114079 | 18.8206 | <1e-78 | ||
| IsFriday | 0.263771 | 0.0112891 | 23.365 | <1e-99 | ||
| IsSaturday | 0.229289 | 0.0113746 | 20.158 | <1e-89 | ||
| tempband2 | 0.0166308 | 0.00390385 | 4.26011 | <1e-4 | ||
| tempband3 | -0.0177655 | 0.00425992 | -4.17038 | <1e-4 | ||
| tempband4 | 0.0114097 | 0.00305726 | 3.73201 | 0.0002 | ||
| tempband5b1 | 0.0157002 | 0.00643611 | 2.43939 | 0.0147 | ||
| tempband5b2 | 0.0369874 | 0.0083731 | 4.41741 | <1e-5 | ||
| tempband5b4 | 0.0555186 | 0.0152284 | 3.64574 | 0.0003 | ||
| tempband5b5 | 0.0913057 | 0.0221132 | 4.12901 | <1e-4 | ||
| dew_point | 0.00395742 | 0.000735134 | 5.38327 | <1e-7 | ||
| wind_speed | 0.0022446 | 0.00124634 | 1.80096 | 0.0717 |
ADL
Expected Value for 0 116024.23786580352
Expected Value for 1 116720.2860107171
Expected Value for 2 117440.9486500019
Expected Value for -1 115385.27395891977
HND
Expected Value for 0 116470.34973240174
Expected Value for 1 117253.7522074085
Expected Value for 2 118162.81813503151
Expected Value for -1 115793.16293129568julia> include("makecomb.jl")
Warning: could not import Base.add! into NumericExtensions
116024 incidents loaded
DataFrameRegressionModel{GeneralizedLinearModel,Float64}:
Coefficients:
Estimate Std.Error z value Pr(>|z|)
(Intercept) -2.71827 0.143181 -18.9849 <1e-79
year 0.0477146 0.00200157 23.8387 <1e-99
hourfrac -1.28046 0.110009 -11.6396 <1e-30
hourfrac2 1.37622 0.105945 12.9899 <1e-37
hourfrac3 -0.691903 0.046416 -14.9066 <1e-49
hourfrac4 0.178586 0.011108 16.0773 <1e-57
hourfrac5 -0.0260914 0.00159193 -16.3898 <1e-59
hourfrac6 0.00229711 0.000142658 16.1022 <1e-57
hourfrac7 -0.000124593 8.05876e-6 -15.4606 <1e-53
hourfrac8 4.07985e-6 2.78733e-7 14.6371 <1e-47
hourfrac9 -7.40502e-8 5.38921e-9 -13.7405 <1e-42
hourfrac10 5.72564e-10 4.46065e-11 12.8359 <1e-36
IsMonday 0.128256 0.0116418 11.0169 <1e-27
IsTuesday 0.206165 0.0114185 18.0553 <1e-72
IsWednesday 0.177042 0.0114941 15.4028 <1e-52
IsThursday 0.216094 0.0114091 18.9405 <1e-79
IsFriday 0.259353 0.0112934 22.965 <1e-99
IsSaturday 0.224483 0.0113753 19.7343 <1e-85
temperature -0.368525 0.0560734 -6.57219 <1e-10
temp2 0.0574261 0.00867669 6.61844 <1e-10
temp3 -0.00414448 0.000653105 -6.34581 <1e-9
temp4 0.000150997 2.55212e-5 5.91656 <1e-8
temp5 -2.69136e-6 4.9628e-7 -5.42306 <1e-7
temp6 1.87449e-8 3.78652e-9 4.95042 <1e-6
dew_point -0.0194683 0.0015148 -12.852 <1e-37
dew_point2 0.00148698 8.78881e-5 16.919 <1e-63
wind_speed -0.0612822 0.00385731 -15.8873 <1e-56
wind_speed2 0.00547301 0.000312889 17.4919 <1e-67