Bug - Correlation Funnel Integration (Plotnine + adjustText) Arrows not adjusting

[mdancho84]

Problem

Arrows aren't adjusting as expected.

Example

Here's a reproducible example:

``` {python}
import pandas as pd
import numpy as np
import pytimetk as tk

# Set a random seed for reproducibility
np.random.seed(0)

# Define the number of rows for your DataFrame
num_rows = 200

# Create fake data for the columns
data = {
    'Age': np.random.randint(18, 65, size=num_rows),
    'Gender': np.random.choice(['Male', 'Female'], size=num_rows),
    'Marital_Status': np.random.choice(['Single', 'Married', 'Divorced'], size=num_rows),
    'City': np.random.choice(['New York', 'Los Angeles', 'Chicago', 'Houston', 'Miami'], size=num_rows),
    'Years_Playing': np.random.randint(0, 30, size=num_rows),
    'Average_Income': np.random.randint(20000, 100000, size=num_rows),
    'Member_Status': np.random.choice(['Bronze', 'Silver', 'Gold', 'Platinum'], size=num_rows),
    'Number_Children': np.random.randint(0, 5, size=num_rows),
    'Own_House_Flag': np.random.choice([True, False], size=num_rows),
    'Own_Car_Count': np.random.randint(0, 3, size=num_rows),
    'PersonId': range(1, num_rows + 1),  # Add a PersonId column as a row count
    'Client': np.random.choice(['A', 'B'], size=num_rows)  # Add a Client column with random values 'A' or 'B'
}

# Create a DataFrame
df = pd.DataFrame(data)

# Binarize the data
df_binarized = df.binarize(n_bins=4, thresh_infreq=0.01, name_infreq="-OTHER", one_hot=True)

df_binarized.glimpse()    
```

``` {python}
df_correlated = df_binarized.correlate(target='Member_Status__Platinum')
df_correlated.head(10)
```

``` {python}
# Static
df_correlated.plot_correlation_funnel(
    interactive=False, 
    height = 900
)