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    Ãmœd}  ã                   @   sö   d dl Zd dlZd dlmZ d dlmZmZ zd dlm	Z
 W n ek
rP   Y nX ejdd�dd„ ƒZdZej e¡ejjd	d
„ ƒƒZej e¡ejjdd„ ƒƒZejjdd„ ƒZejjdd„ ƒZejjdd„ ƒZejjdd„ ƒZejjdd„ ƒZdS )é    N)Úanes96)ÚbeanplotÚ
violinplotÚmodule)Úscopec                     sL   t  ¡ ‰ t d¡} dddddddg}‡ fd	d
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<listcomp>   s     z"age_and_labels.<locals>.<listcomp>Úobject)Zdtype)r   Zload_pandasÚnpZarangeÚarray)Zparty_IDÚlabelsr   r   r   r   Úage_and_labels   s    
  þr   zXignore:Creating an ndarray from ragged nested sequences:numpy.VisibleDeprecationWarning:c              	   C   s6   | \}}t  dd¡\}}t|||dddddœd� d S ©Né   é   ÚabsÚsmallé   ©Ú
cutoff_valÚcutoff_typeÚlabel_fontsizeÚlabel_rotation©Úaxr   Ú	plot_opts©ÚpltÚsubplotsr   ©r   Zclose_figuresr   r   Zfigr!   r   r   r   Útest_violinplot    s    þÿr'   c              
   C   s8   | \}}t  dd¡\}}t|||ddddddœd� d S )	Nr   r   r   r   r   gš™™™™™É?)r   r   r   r   Z	bw_factorr    r#   r&   r   r   r   Útest_violinplot_bw_factor,   s    ýÿr(   c              	   C   s6   | \}}t  dd¡\}}t|||dddddœd� d S r   ©r$   r%   r   r&   r   r   r   Útest_beanplot9   s    þÿr*   c              
   C   s8   | \}}t  dd¡\}}t|||ddddddœd� d S )	Nr   Tr   r   r   r   r   )r!   r   Újitterr"   r)   r&   r   r   r   Útest_beanplot_jitterD   s    
þÿr,   c                 C   s:   | \}}t  dd¡\}}t|||dddddddœd	� d S )
Nr   TÚrightr   r   r   r   r   ©r!   r   r+   Zsider"   r)   r&   r   r   r   Útest_beanplot_side_rightO   s    þÿr/   c                 C   s:   | \}}t  dd¡\}}t|||dddddddœd	� d S )
Nr   TÚleftr   r   r   r   r   r.   r)   r&   r   r   r   Útest_beanplot_side_leftZ   s    þÿr1   c                 C   s0   | \}}t  dd¡\}}t|||ddid� d S )Nr   Zbean_legend_textÚtextr    r)   r&   r   r   r   Útest_beanplot_legend_texte   s
    ÿr3   )Únumpyr   ZpytestZstatsmodels.datasetsr   Zstatsmodels.graphics.boxplotsr   r   Zmatplotlib.pyplotZpyplotr$   ÚImportErrorZfixturer   ZIGNORE_VISIBLE_DEPRÚmarkÚfilterwarningsZ
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



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