def CustomFig$($dataframe$)$:

pass

data $=\{$

'CatColumn$1\text{'}$: $[\text{'}$A$\text{'},\text{'}$B$\text{'},\text{'}$A$\text{'},\text{'}$B$\text{'},\text{'}$A$\text{'},\text{'}$A$\text{'},\text{'}$B$\text{'},\text{'}$B$\text{'},\text{'}$A$\text{'},\text{'}$B$\text{'}],$

'CatColumn$2\text{'}$: $[\text{'}$X$\text{'},\text{'}$Y$\text{'},\text{'}$X$\text{'},\text{'}$X$\text{'},\text{'}$Y$\text{'},\text{'}$Y$\text{'},\text{'}$Y$\text{'},\text{'}$X$\text{'},\text{'}$X$\text{'},\text{'}$Y$\text{'}],$

'CatColumn$3\text{'}$: $[\text{'}$cat$1\text{'},$ 'cat$1\text{'},$ 'cat$1\text{'},$ 'cat$1\text{'},$ 'cat$2\text{'},$ 'cat$2\text{'},$ 'cat$3\text{'},$ 'cat$3\text{'},$ 'cat$3\text{'},$ 'cat$3\text{'}],$

'NumColumn$1\text{'}$: np$.$random.randn$(10),$

'NumColumn$2\text{'}$: np$.$random.randn$(10),$

$\}$

# Creating the DataFrame

df$2=$ pd$.$DataFrame$($data$)$

# Displaying the DataFrame

CustomFig$($df$2)$