Correlation Matrix¶
In [83]:
%matplotlib inline
from verticapy.datasets import load_titanic
titanic = load_titanic()
titanic.corr()
Out[83]:
 | "pclass" | "survived" | "age" | "sibsp" | "parch" | "fare" | "body" | "split" |
| "pclass" | 1.0 | -0.335856950271864 | -0.400828642351015 | 0.0601738226067052 | 0.00905041175518278 | -0.561687581153705 | -0.0472355333131433 | 0.00449880963477457 |
| "survived" | -0.335856950271864 | 1.0 | -0.0422446185581737 | -0.0175094841887347 | 0.0866759623463433 | 0.264150360783869 | [null] | -0.00751919482344859 |
| "age" | -0.400828642351015 | -0.0422446185581737 | 1.0 | -0.250894560623873 | -0.1372072402435 | 0.178575164117464 | 0.0581765649177871 | 0.061255927576085 |
| "sibsp" | 0.0601738226067052 | -0.0175094841887347 | -0.250894560623873 | 1.0 | 0.370940106020285 | 0.152727345121592 | -0.116358134692659 | -0.0197564403305107 |
| "parch" | 0.00905041175518278 | 0.0866759623463433 | -0.1372072402435 | 0.370940106020285 | 1.0 | 0.221802403582447 | 0.0727168903614719 | -0.000319171431516062 |
| "fare" | -0.561687581153705 | 0.264150360783869 | 0.178575164117464 | 0.152727345121592 | 0.221802403582447 | 1.0 | -0.0372842548942878 | -0.0114197195252108 |
| "body" | -0.0472355333131433 | [null] | 0.0581765649177871 | -0.116358134692659 | 0.0727168903614719 | -0.0372842548942878 | 1.0 | -0.0184382250988842 |
| "split" | 0.00449880963477457 | -0.00751919482344859 | 0.061255927576085 | -0.0197564403305107 | -0.000319171431516062 | -0.0114197195252108 | -0.0184382250988842 | 1.0 |
Rows: 1-8 | Columns: 9
