＃＃相関係数を取得
df.corr()
df2_corr=df2.corr()
print(df2_corr)
Id MSSubClass LotArea OverallQual OverallCond \
Id 1.000000 0.011156 -0.033226 -0.028365 0.012609
MSSubClass 0.011156 1.000000 -0.139781 0.032628 -0.059316
LotArea -0.033226 -0.139781 1.000000 0.105806 -0.005636
OverallQual -0.028365 0.032628 0.105806 1.000000 -0.091932
OverallCond 0.012609 -0.059316 -0.005636 -0.091932 1.000000
YearBuilt -0.012713 0.027850 0.014228 0.572323 -0.375983
YearRemodAdd -0.021998 0.040581 0.013788 0.550684 0.073741
BsmtFinSF1 -0.005024 -0.069836 0.214103 0.239666 -0.046231
BsmtFinSF2 -0.005968 -0.065649 0.111170 -0.059119 0.040229
BsmtUnfSF -0.007940 -0.140759 -0.002618 0.308159 -0.136841
TotalBsmtSF -0.015415 -0.238518 0.260833 0.537808 -0.171098
1stFlrSF 0.010496 -0.251758 0.299475 0.476224 -0.144203
2ndFlrSF 0.005590 0.307886 0.050986 0.295493 0.028942
LowQualFinSF -0.044230 0.046474 0.004779 -0.030429 0.025494
GrLivArea 0.008273 0.074853 0.263116 0.593007 -0.079686
BsmtFullBath 0.002289 0.003491 0.158155 0.111098 -0.054942
BsmtHalfBath -0.020155 -0.002333 0.048046 -0.040150 0.117821
FullBath 0.005587 0.131608 0.126031 0.550600 -0.194149
HalfBath 0.006784 0.177354 0.014259 0.273458 -0.060769
BedroomAbvGr 0.037719 -0.023438 0.119690 0.101676 0.012980
KitchenAbvGr 0.002951 0.281721 -0.017784 -0.183882 -0.087001
TotRmsAbvGrd 0.027239 0.040380 0.190015 0.427452 -0.057583
Fireplaces -0.019772 -0.045569 0.271364 0.396765 -0.023820
GarageCars 0.016570 -0.040110 0.154871 0.600671 -0.185758
GarageArea 0.017634 -0.098672 0.180403 0.562022 -0.151521
WoodDeckSF -0.029643 -0.012579 0.171698 0.238923 -0.003334
OpenPorchSF -0.000477 -0.006100 0.084774 0.308819 -0.032589
EnclosedPorch 0.002889 -0.012037 -0.018340 -0.113937 0.070356
3SsnPorch -0.046635 -0.043825 0.020423 0.030371 0.025504
ScreenPorch 0.001330 -0.026030 0.043160 0.064886 0.054811
PoolArea 0.057044 0.008283 0.077672 0.065166 -0.001985
MiscVal -0.006242 -0.007683 0.038068 -0.031406 0.068777
MoSold 0.021172 -0.013585 0.001205 0.070815 -0.003511
YrSold 0.000712 -0.021407 -0.014261 -0.027347 0.043950
SalePrice -0.021917 -0.084284 0.263843 0.790982 -0.077856
...........
ScreenPorch PoolArea MiscVal MoSold YrSold SalePrice
Id 0.001330 0.057044 -0.006242 0.021172 0.000712 -0.021917
MSSubClass -0.026030 0.008283 -0.007683 -0.013585 -0.021407 -0.084284
LotArea 0.043160 0.077672 0.038068 0.001205 -0.014261 0.263843
OverallQual 0.064886 0.065166 -0.031406 0.070815 -0.027347 0.790982
OverallCond 0.054811 -0.001985 0.068777 -0.003511 0.043950 -0.077856
YearBuilt -0.050364 0.004950 -0.034383 0.012398 -0.013618 0.522897
YearRemodAdd -0.038740 0.005829 -0.010286 0.021490 0.035743 0.507101
BsmtFinSF1 0.062021 0.140491 0.003571 -0.015727 0.014359 0.386420
BsmtFinSF2 0.088871 0.041709 0.004940 -0.015211 0.031706 -0.011378
BsmtUnfSF -0.012579 -0.035092 -0.023837 0.034888 -0.041258 0.214479
TotalBsmtSF 0.084489 0.126053 -0.018479 0.013196 -0.014969 0.613581
1stFlrSF 0.088758 0.131525 -0.021096 0.031372 -0.013604 0.605852
2ndFlrSF 0.040606 0.081487 0.016197 0.035164 -0.028700 0.319334
LowQualFinSF 0.026799 0.062157 -0.003793 -0.022174 -0.028921 -0.025606
GrLivArea 0.101510 0.170205 -0.002416 0.050240 -0.036526 0.708624
BsmtFullBath 0.023148 0.067616 -0.023047 -0.025361 0.067049 0.227122
BsmtHalfBath 0.032121 0.020025 -0.007367 0.032873 -0.046524 -0.016844
FullBath -0.008106 0.049604 -0.014290 0.055872 -0.019669 0.560664
HalfBath 0.072426 0.022381 0.001290 -0.009050 -0.010269 0.284108
BedroomAbvGr 0.044300 0.070703 0.007767 0.046544 -0.036014 0.168213
KitchenAbvGr -0.051613 -0.014525 0.062341 0.026589 0.031687 -0.135907
TotRmsAbvGrd 0.059383 0.083757 0.024763 0.036907 -0.034516 0.533723
Fireplaces 0.184530 0.095074 0.001409 0.046357 -0.024096 0.466929
GarageCars 0.050494 0.020934 -0.043080 0.040522 -0.039117 0.640409
GarageArea 0.051412 0.061047 -0.027400 0.027974 -0.027378 0.623431
WoodDeckSF -0.074181 0.073378 -0.009551 0.021011 0.022270 0.324413
OpenPorchSF 0.074304 0.060762 -0.018584 0.071255 -0.057619 0.315856
EnclosedPorch -0.082864 0.054203 0.018361 -0.028887 -0.009916 -0.128578
3SsnPorch -0.031436 -0.007992 0.000354 0.029474 0.018645 0.044584
ScreenPorch 1.000000 0.051307 0.031946 0.023217 0.010694 0.111447
PoolArea 0.051307 1.000000 0.029669 -0.033737 -0.059689 0.092404
MiscVal 0.031946 0.029669 1.000000 -0.006495 0.004906 -0.021190
MoSold 0.023217 -0.033737 -0.006495 1.000000 -0.145721 0.046432
YrSold 0.010694 -0.059689 0.004906 -0.145721 1.000000 -0.028923
SalePrice 0.111447 0.092404 -0.021190 0.046432 -0.028923 1.000000
