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log_stand__housing_median_age float64 -5.73 1.32 | log_stand__total_rooms float64 -9.39 3.96 | log_stand__total_bedrooms float64 -7.47 3.74 | log_stand__population float64 -7.48 4.69 | log_stand__households float64 -7.34 3.75 | log_stand__median_income float64 -4.35 3.1 | log_stand__median_house_value float64 -4.56 2.09 | encode__ocean_proximity_<1H OCEAN float64 0 1 | encode__ocean_proximity_INLAND float64 0 1 | encode__ocean_proximity_ISLAND float64 0 1 | encode__ocean_proximity_NEAR BAY float64 0 1 | encode__ocean_proximity_NEAR OCEAN float64 0 1 | scale__longitude float64 -2.44 2.61 | scale__latitude float64 -1.41 2.96 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.239901 | -0.988043 | -0.797076 | -0.95579 | -0.723331 | -0.303368 | 0.676072 | 1 | 0 | 0 | 0 | 0 | -1.223567 | 0.824963 |
0.365201 | -0.103658 | -0.10247 | 0.332775 | 0.030494 | -1.502127 | -2.234692 | 0 | 1 | 0 | 0 | 0 | 0.064837 | 0.28477 |
-0.602305 | 0.235989 | 0.176842 | 0.125094 | 0.11156 | -0.355656 | -0.123879 | 1 | 0 | 0 | 0 | 0 | 1.29261 | -1.289239 |
-0.400817 | -0.024471 | -0.270348 | -0.126186 | -0.201688 | 0.775418 | 0.870011 | 0 | 1 | 0 | 0 | 0 | -1.102305 | 1.090402 |
0.705863 | -1.958352 | -2.069599 | -1.986382 | -1.975858 | 0.619268 | 0.684826 | 0 | 0 | 0 | 0 | 1 | -1.501458 | 0.969324 |
0.235751 | 0.198615 | 0.305624 | 0.526774 | 0.440707 | 0.27541 | 0.165559 | 0 | 1 | 0 | 0 | 0 | 0.74188 | -0.693164 |
1.036143 | 1.246687 | 1.370712 | 1.350658 | 1.283925 | -0.477258 | -0.617296 | 0 | 0 | 0 | 1 | 0 | -1.410512 | 1.178882 |
-0.054715 | 0.546933 | 0.510155 | 0.294438 | 0.418185 | -0.684132 | -1.259504 | 0 | 1 | 0 | 0 | 0 | 0.074942 | 0.340652 |
-3.223441 | 2.113285 | 1.689387 | 2.110938 | 1.712022 | 0.906039 | -0.16198 | 0 | 1 | 0 | 0 | 0 | 1.146086 | -0.772331 |
0.486014 | -0.427409 | 0.719171 | 1.050605 | 0.658437 | -1.651419 | -0.042893 | 1 | 0 | 0 | 0 | 0 | 0.605461 | -0.716449 |
0.756895 | 0.944352 | 0.572849 | 0.676751 | 0.613172 | 1.253434 | 0.752677 | 1 | 0 | 0 | 0 | 0 | 0.70146 | -0.837526 |
0.486014 | 0.196942 | -0.155015 | 0.198211 | 0.02715 | 0.868099 | 0.512021 | 1 | 0 | 0 | 0 | 0 | 0.772196 | -0.818899 |
1.036143 | -0.191491 | -0.350185 | -0.36029 | -0.387437 | 0.979768 | 0.621857 | 1 | 0 | 0 | 0 | 0 | 0.580198 | -0.790958 |
0.486014 | -0.150464 | -0.002992 | 0.354728 | 0.000106 | -0.099157 | 0.221134 | 0 | 0 | 0 | 0 | 1 | 0.145678 | -0.660567 |
0.99249 | -0.689561 | -0.147893 | 0.354728 | -0.084353 | -1.435364 | -0.00252 | 1 | 0 | 0 | 0 | 0 | 0.666092 | -0.730419 |
0.99249 | -0.381258 | -0.439266 | -0.36029 | -0.270528 | -0.853089 | -1.727105 | 0 | 1 | 0 | 0 | 0 | -0.975991 | 1.421037 |
0.022383 | -1.844945 | -2.219074 | -2.117568 | -2.35005 | 1.039617 | 0.699853 | 1 | 0 | 0 | 0 | 0 | 0.807564 | -0.879438 |
0.426614 | 0.109945 | -0.266474 | -0.247368 | -0.197744 | 1.151213 | 1.124343 | 0 | 0 | 0 | 1 | 0 | -1.526721 | 1.085745 |
1.120416 | 0.277623 | 0.218384 | -0.025585 | 0.299718 | -0.621716 | -1.112466 | 0 | 1 | 0 | 0 | 0 | -0.991149 | 1.374469 |
0.947759 | -0.010086 | 0.000204 | 0.302003 | -0.069913 | -1.184369 | -2.02768 | 0 | 1 | 0 | 0 | 0 | -1.001254 | 1.379126 |
-3.223441 | 2.657137 | 2.676395 | 2.389865 | 2.577232 | 0.244254 | 0.19355 | 0 | 0 | 0 | 0 | 1 | 1.100613 | -1.102966 |
-0.712129 | 0.635272 | 0.310739 | 0.741222 | 0.25786 | 1.314306 | 0.668078 | 0 | 0 | 0 | 1 | 0 | -1.314513 | 0.927413 |
0.022383 | -2.211816 | -2.577141 | -2.60113 | -2.617155 | 1.32158 | 0.502429 | 0 | 1 | 0 | 0 | 0 | -1.365039 | 1.285989 |
-0.829042 | 0.594322 | 0.476581 | 0.406375 | 0.531953 | 0.108308 | -1.204902 | 0 | 1 | 0 | 0 | 0 | -0.561681 | 0.820306 |
1.239901 | -0.181117 | -0.228318 | -0.322598 | -0.098945 | 0.47856 | -0.115381 | 1 | 0 | 0 | 0 | 0 | 0.580198 | -0.753703 |
-2.488929 | 1.791162 | 1.749557 | 1.604739 | 1.773007 | 0.487958 | 0.17805 | 0 | 0 | 0 | 0 | 1 | 1.100613 | -1.12625 |
-1.563554 | -0.114857 | 0.392528 | 0.428911 | 0.410595 | -1.817166 | -0.636337 | 0 | 0 | 0 | 0 | 1 | 1.206716 | -1.31718 |
-0.602305 | 0.096188 | 0.670777 | 0.232366 | 0.58439 | 0.307858 | 0.573638 | 1 | 0 | 0 | 0 | 0 | 0.807564 | -0.823556 |
-0.13524 | 0.84587 | 0.446812 | 0.647746 | 0.55956 | 1.255382 | 0.99808 | 1 | 0 | 0 | 0 | 0 | 0.762091 | -0.898065 |
0.599271 | 0.205841 | 1.502319 | 1.656973 | 1.361302 | -1.155259 | 0.919057 | 1 | 0 | 0 | 0 | 0 | 0.595356 | -0.711792 |
0.99249 | -2.043519 | -2.027723 | -1.530757 | -2.259653 | -2.21902 | -2.130113 | 0 | 1 | 0 | 0 | 0 | -0.905255 | 1.104373 |
-0.400817 | -0.136823 | 0.092823 | 0.510671 | 0.037157 | -0.441075 | -0.732843 | 0 | 1 | 0 | 0 | 0 | 1.009666 | -0.767674 |
0.365201 | -0.31935 | -0.470277 | -0.463433 | -0.299902 | 0.807491 | 1.272644 | 1 | 0 | 0 | 0 | 0 | 0.792406 | -0.907379 |
-0.498761 | 1.020459 | 0.933796 | 0.559205 | 0.666893 | 0.690912 | 0.252316 | 0 | 1 | 0 | 0 | 0 | 1.494713 | -1.251984 |
1.200941 | 0.205841 | 0.199152 | -0.018419 | 0.226338 | -0.735401 | -0.406822 | 1 | 0 | 0 | 0 | 0 | 0.575146 | -0.725762 |
0.806529 | -0.356658 | -0.198531 | 0.368273 | -0.106299 | -1.542161 | -1.073904 | 1 | 0 | 0 | 0 | 0 | 0.625672 | -0.781644 |
0.756895 | -0.067211 | -0.130246 | 0.15481 | -0.006738 | 0.655726 | 0.004315 | 1 | 0 | 0 | 0 | 0 | 0.70146 | -0.763017 |
-0.498761 | 0.539159 | 0.851536 | 0.245204 | 0.799434 | 0.344964 | 1.125602 | 0 | 0 | 0 | 1 | 0 | -1.551984 | 1.123 |
0.301632 | 0.747458 | 0.758559 | 0.967275 | 0.634912 | -0.265342 | -0.890231 | 0 | 1 | 0 | 0 | 0 | -1.218514 | 1.127657 |
-0.219513 | 0.2591 | -0.176603 | -0.19489 | -0.132352 | 1.161421 | 0.19046 | 0 | 0 | 0 | 0 | 1 | -0.50105 | -0.409098 |
-4.479097 | -1.315896 | -1.624763 | -2.196913 | -2.126288 | 0.934859 | 0.003178 | 0 | 1 | 0 | 0 | 0 | -1.198304 | 1.323244 |
-0.602305 | 0.879613 | 0.606265 | 0.908565 | 0.677391 | 0.954849 | -0.216132 | 1 | 0 | 0 | 0 | 0 | 1.242084 | -1.279925 |
-2.209681 | 1.778762 | 1.613564 | 1.526323 | 1.707065 | 0.709243 | 0.372155 | 1 | 0 | 0 | 0 | 0 | -1.592404 | 1.244077 |
0.756895 | 0.391479 | 1.212038 | 1.700846 | 1.170108 | -0.694551 | -0.063996 | 1 | 0 | 0 | 0 | 0 | 0.575146 | -0.767674 |
0.901895 | -0.039011 | -0.22456 | -0.272945 | -0.09163 | -0.140299 | -1.619603 | 0 | 1 | 0 | 0 | 0 | 0.231572 | -0.073806 |
-0.400817 | 1.078924 | 1.500152 | 1.256653 | 1.407706 | -0.523693 | -0.291716 | 1 | 0 | 0 | 0 | 0 | 0.565041 | -0.753703 |
0.543528 | -0.212482 | 0.074787 | -0.042454 | 0.179167 | 0.100889 | -0.001379 | 1 | 0 | 0 | 0 | 0 | 0.68125 | -0.795615 |
1.278039 | 0.055916 | -0.051841 | -0.156151 | -0.09163 | 0.231659 | 1.242124 | 0 | 0 | 0 | 0 | 1 | -1.521668 | 1.006579 |
0.022383 | 0.284962 | 0.248077 | 0.64628 | 0.299718 | -0.062281 | 0.008859 | 0 | 1 | 0 | 0 | 0 | 0.746933 | -0.679194 |
1.161126 | -0.339119 | -0.293821 | -0.59841 | -0.266383 | -0.620918 | -1.856196 | 0 | 1 | 0 | 0 | 0 | 0.226519 | -0.078463 |
0.096333 | -0.257028 | -0.909182 | -0.659773 | -0.706156 | 1.84569 | 0.983215 | 1 | 0 | 0 | 0 | 0 | -1.208409 | 0.783051 |
0.235751 | -0.025786 | 0.080825 | 0.545851 | 0.185152 | -0.178178 | -1.414106 | 0 | 1 | 0 | 0 | 0 | 1.090507 | -0.693164 |
0.167383 | -0.213238 | -0.636654 | -0.515498 | -0.560486 | 1.134358 | 0.815961 | 1 | 0 | 0 | 0 | 0 | 0.751986 | -0.870124 |
-0.307898 | 0.226196 | 0.503504 | -1.698552 | -1.458702 | 0.900449 | 0.307377 | 0 | 1 | 0 | 0 | 0 | 0.246729 | 0.960011 |
-0.498761 | -0.100177 | 0.416391 | 0.178747 | 0.35098 | -1.471784 | -0.904875 | 0 | 0 | 0 | 0 | 1 | 1.196611 | -1.321837 |
0.599271 | -0.666104 | -0.465804 | -0.01129 | -0.325585 | 0.086369 | -0.235393 | 0 | 0 | 0 | 0 | 1 | 0.640829 | -0.823556 |
-0.602305 | 0.605501 | 0.510155 | 1.524391 | 0.508519 | -0.887321 | -0.904875 | 0 | 0 | 0 | 0 | 1 | -2.360394 | 2.897253 |
-0.829042 | -0.624472 | -0.534456 | -0.989235 | -0.530098 | -1.346965 | -1.083976 | 0 | 1 | 0 | 0 | 0 | -1.693455 | 1.570056 |
0.806529 | -0.368478 | -0.501996 | -0.170716 | -0.476065 | 0.347343 | 0.852649 | 1 | 0 | 0 | 0 | 0 | -1.082095 | 0.699228 |
0.653351 | 0.368578 | 0.297915 | 0.948572 | 0.445663 | 0.50588 | 0.208924 | 0 | 0 | 0 | 0 | 1 | 0.155783 | -0.660567 |
-0.054715 | 0.164186 | 0.044196 | 0.001685 | 0.017071 | -0.894709 | -1.490144 | 0 | 1 | 0 | 0 | 0 | -0.586944 | 0.65266 |
-0.829042 | 1.362173 | 1.003571 | 1.060946 | 0.873985 | 1.462669 | 0.979141 | 1 | 0 | 0 | 0 | 0 | 0.923773 | -0.926006 |
-1.088273 | 1.213446 | 0.686448 | 0.623347 | 0.643513 | 1.299154 | 1.56652 | 0 | 0 | 0 | 0 | 1 | -0.597049 | -0.180913 |
-2.488929 | 0.49916 | 0.807612 | 0.372758 | 0.825987 | 0.617878 | -0.096097 | 0 | 0 | 0 | 1 | 0 | -1.279145 | 0.918099 |
-2.81921 | -0.290229 | -0.015851 | -0.422839 | -0.010173 | 0.261722 | 0.628412 | 1 | 0 | 0 | 0 | 0 | 0.827774 | -0.898065 |
1.036143 | 0.279724 | 0.478844 | 0.975955 | 0.515591 | -0.058813 | 0.67926 | 0 | 0 | 0 | 0 | 1 | -1.435775 | 0.922756 |
0.426614 | 0.281297 | -0.10247 | -0.110808 | -0.109991 | 1.580928 | 1.926837 | 1 | 0 | 0 | 0 | 0 | 0.777248 | -0.790958 |
-0.829042 | -0.0225 | -0.075238 | -0.369492 | -0.095283 | -0.081239 | -0.549072 | 0 | 1 | 0 | 0 | 0 | -0.147371 | 0.582807 |
-0.13524 | 0.103383 | 0.52336 | 0.05352 | 0.545825 | -0.684132 | 0.127582 | 0 | 0 | 0 | 0 | 1 | 1.171348 | -1.298553 |
-0.829042 | 1.40551 | 1.416365 | 1.669901 | 1.258056 | -0.136209 | -0.073451 | 1 | 0 | 0 | 0 | 0 | 1.161243 | -1.130907 |
0.235751 | 0.874217 | 1.254085 | 0.669557 | 1.201959 | 0.240124 | 0.717885 | 0 | 0 | 0 | 1 | 0 | -1.415564 | 1.015893 |
-1.563554 | 1.25385 | 0.87554 | 0.937938 | 0.958444 | 1.09497 | 1.27439 | 1 | 0 | 0 | 0 | 0 | 1.146086 | -1.047084 |
0.653351 | -0.001657 | 0.131117 | -0.361819 | 0.069999 | -1.152458 | -1.528061 | 0 | 1 | 0 | 0 | 0 | 0.72167 | 0.489671 |
-0.498761 | 0.503614 | 0.42817 | 0.67172 | 0.531953 | 0.271756 | -0.260073 | 1 | 0 | 0 | 0 | 0 | 1.277452 | -1.289239 |
-0.602305 | 0.634869 | 0.139806 | 0.063655 | 0.1241 | 1.54119 | 1.172215 | 1 | 0 | 0 | 0 | 0 | 1.378504 | -1.289239 |
1.07877 | -0.23534 | -0.313689 | -0.275816 | -0.360589 | 1.01171 | 0.340043 | 0 | 0 | 0 | 0 | 1 | 0.645882 | -0.823556 |
1.036143 | -0.558465 | 0.071758 | 0.613614 | 0.161054 | -1.977028 | -0.252245 | 1 | 0 | 0 | 0 | 0 | 0.676197 | -0.730419 |
0.486014 | 0.422996 | 0.460631 | 1.026912 | 0.543523 | -0.861846 | -1.865327 | 0 | 1 | 0 | 0 | 0 | 0.125468 | 0.09384 |
0.756895 | 0.376418 | 0.17965 | 0.324451 | 0.117844 | 0.457384 | -0.377383 | 0 | 0 | 0 | 1 | 0 | -1.294303 | 1.118343 |
0.022383 | 0.923006 | 0.890755 | 0.823583 | 0.892011 | -0.668503 | -1.040054 | 0 | 1 | 0 | 0 | 0 | 1.201664 | -0.725762 |
0.167383 | 0.705228 | 0.318377 | 0.445997 | 0.402964 | 1.372375 | 0.983893 | 1 | 0 | 0 | 0 | 0 | 0.757038 | -0.898065 |
0.756895 | 0.480744 | 0.168382 | 0.210364 | 0.283126 | 0.803459 | 0.566045 | 1 | 0 | 0 | 0 | 0 | 0.671145 | -0.814242 |
0.426614 | -0.526633 | 0.421115 | 0.445997 | 0.397852 | -2.027586 | 0.290831 | 1 | 0 | 0 | 0 | 0 | 0.600409 | -0.716449 |
0.599271 | -0.50676 | -0.474764 | 0.228392 | -0.387437 | -0.352343 | 0.047043 | 1 | 0 | 0 | 0 | 0 | 0.559988 | -0.646596 |
0.705863 | -0.190005 | -0.232087 | -0.736023 | -0.644945 | 0.831674 | 0.69591 | 0 | 0 | 0 | 0 | 1 | -1.284198 | 0.699228 |
0.806529 | 0.079858 | -0.362566 | -0.351149 | -0.15508 | 1.919354 | 1.52264 | 0 | 0 | 0 | 1 | 0 | -1.405459 | 1.076432 |
0.426614 | -0.23227 | -0.698617 | -0.585739 | -0.452185 | 1.503333 | 0.940685 | 1 | 0 | 0 | 0 | 0 | 0.50441 | -0.632626 |
1.036143 | -0.422105 | -0.400387 | 0.117563 | -0.098945 | -0.580134 | -1.268388 | 0 | 0 | 0 | 1 | 0 | -1.44588 | 1.118343 |
-1.563554 | 0.926912 | 0.467489 | 0.652867 | 0.51088 | 1.174732 | 0.136087 | 0 | 1 | 0 | 0 | 0 | -1.167989 | 1.118343 |
1.120416 | 0.130029 | -0.172981 | -0.230578 | -0.09163 | 0.73145 | 1.601591 | 0 | 0 | 0 | 0 | 1 | -1.471143 | 0.936727 |
-0.13524 | 0.575902 | -0.019085 | -0.101917 | 0.017071 | 2.019213 | 1.693305 | 0 | 0 | 0 | 0 | 1 | 1.135981 | -1.293896 |
-0.498761 | -0.134681 | -0.430532 | -0.440553 | -0.338608 | 0.306677 | -0.518855 | 0 | 1 | 0 | 0 | 0 | 0.216414 | -0.087776 |
-1.233273 | 0.883647 | 0.385289 | 0.767663 | 0.515591 | 1.942198 | 1.382906 | 1 | 0 | 0 | 0 | 0 | 0.868195 | -0.879438 |
0.167383 | -1.31932 | -1.709601 | -1.666477 | -1.62523 | 0.923221 | 0.209944 | 0 | 0 | 0 | 0 | 1 | 1.166296 | -1.293896 |
0.756895 | 1.262752 | 2.415922 | 1.494289 | 2.415114 | -1.181872 | -0.465651 | 0 | 0 | 0 | 1 | 0 | -1.405459 | 1.029863 |
0.599271 | -0.342443 | -0.354299 | 0.261813 | -0.312684 | 0.409075 | 0.015653 | 1 | 0 | 0 | 0 | 0 | -1.183146 | 0.824963 |
-0.400817 | -0.743318 | -0.808459 | -0.659773 | -0.927844 | -2.532669 | -0.811652 | 0 | 0 | 0 | 1 | 0 | -1.415564 | 1.03452 |
-0.219513 | 1.947983 | 2.212175 | 1.915655 | 2.193529 | 0.259252 | 0.804814 | 1 | 0 | 0 | 0 | 0 | 0.4842 | -0.618655 |
0.022383 | -0.562375 | -0.346082 | 0.318873 | -0.396503 | 0.510312 | -0.039398 | 1 | 0 | 0 | 0 | 0 | 0.782301 | -0.856154 |
0.756895 | -0.481632 | -0.317697 | -0.023192 | -0.30841 | -1.528386 | -1.187756 | 1 | 0 | 0 | 0 | 0 | 0.610514 | -0.776987 |
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This dataset consists of processed and separated data for producing and validating a model using california housing data
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