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þzformat_data.<locals>.<listcomp>r   c                 S   s   t | d ƒS ©Nr   ©r   ©rX   r%   r%   r&   Ú<lambda>Ï   ó    zformat_data.<locals>.<lambda>F)ÚkeyÚreversec                    sJ   g | ]B}ˆ d  | d dkrˆ d  | d ˆ d  | d ˆ d | g‘qS ra   r%   rc   re   r%   r&   rg   Ò   s    ý
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rf   Úneg_featuresÚpos_featuresZconvert_funcZneg_valÚirZ   Ú	total_negZpos_valÚ	total_posr%   re   r&   Úformat_dataÇ   sH    
ý
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
ÿÿr€   c           	      C   s²   t  ||gddgg¡\}}tj||ddd}| d¡ | |¡ tƒ }| ¡ }| d¡ t	j
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 þr   c                 C   sl   t  | | gddgg¡\}}tj||ddd}| d¡ | |¡ tj| ddd	d
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base valuer0   r,   r‡   rŠ   rˆ   r4   )
r   rB   r   rC   rD   rE   r   rF   rG   rH   )Ú
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
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 þr   c                 C   sd   t j| | dddddd t j| | ddddd	d t j| d
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 þ
 þr   c              	   C   s  |   dd¡ t t |¡d t |¡d g¡}t|ƒdkrbtt |d d …df  t¡¡|ƒ| }nd}t|ƒdkrštt |d d …df  t¡¡|ƒ| }nd}|  ||¡ t	j
dddddddd t	jdd	d
 tt	 ¡ j ¡ t	 ¡ j ¡ ƒD ]\}	}
|	dkrî|
 d¡ qîd S )Ng      à¿g333333Ã?gš™™™™™É?r   TF)ÚtopÚbottomr*   r)   Z	labelleftZlabeltopZlabelbottomrX   r0   )ZaxisZnbinsr‘   )Zset_ylimr   rx   r   r   rz   ry   r   rM   r   Ztick_paramsZlocator_paramsr   ZgcaZspinesrt   ÚvaluesZset_visible)rQ   r   r|   r~   r{   rŽ   ÚpaddingZmin_xZmax_xrm   Zspiner%   r%   r&   Úupdate_axis_limits4  s&    ÿ(( ÿ&r•   c                 C   s”  |dkrt  ¡  t| ƒ\}}}}| d }| d }	t |¡t |¡ d }
t j|d\}}t||||||ƒ d}| ¡ d | ¡ d  d	 }t|	|d
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ƒ t||ƒ | d d }t||	|ƒ |rˆt  ¡  nt  ¡ S dS )zDraw additive plot.Frs   rr   g{®Gáz¤?)Úfigsizegš™™™™™¹?r   r   éÈ   Únegativer   r(   )rT   rU   ZoutNamesN)r   Zioffr€   r   r   Zsubplotsr•   rJ   r'   rL   r`   r   r   r   ÚshowZgcf)rf   r–   r™   rU   r{   r~   r|   r   rŽ   r   rR   rP   rQ   r   r   r   r    r}   rS   Z	out_namesr%   r%   r&   Údraw_additive_plotM  sb    
 ÿ ÿ ÿ   ÿ
   ÿ
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A
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