

In [1]:

    
%pylab inline









    



Populating the interactive namespace from numpy and matplotlib






    



/Users/bredin/Python/tmp-cab9fff2ebeb8a45/lib/python3.4/site-packages/matplotlib-1.4.3-py3.4-macosx-10.10-x86_64.egg/matplotlib/mathtext.py:47: UserWarning: Due to a bug in pyparsing <= 2.0.0 on Python 3.x, packrat parsing has been disabled.  Mathtext rendering will be much slower as a result.  Install pyparsing 2.0.0 or later to improve performance.
  warn("Due to a bug in pyparsing <= 2.0.0 on Python 3.x, packrat parsing "

Game of Thrones TVD Plugin

Install

The following command will install GameOfThrones TVD plugin (and TVD if it is missing)

pip install TVDGameOfThrones

This will install additional dependencies for visualizing resources in Jupyter/IPython notebook:

pip install "tvd[notebook]"

Download all resources

The following command will download all resources for Game Of Thrones into /tmp/ directory.

python -m tvd.create metadata /tmp/ GameOfThrones

Available resources

Initialize GameOfThrones TVD plugin



In [2]:

    
from tvd import GameOfThrones
gameOfThrones = GameOfThrones('/tmp')









    



IN CASE YOU USE 'outline_www' RESOURCES, PLEASE CONSIDER CITING:
@misc{wikia,
    title = {{Game of Thrones Wiki}},
    howpublished = \url{http://gameofthrones.wikia.com/}
}


IN CASE YOU USE 'transcript' RESOURCES, PLEASE CONSIDER CITING:
@misc{foreverdreaming,
    title = {{Forever Dreaming}},
    howpublished = \url{http://foreverdreaming.org/}
}


IN CASE YOU USE 'transcript_www' RESOURCES, PLEASE CONSIDER CITING:
@misc{foreverdreaming,
    title = {{Forever Dreaming}},
    howpublished = \url{http://foreverdreaming.org/}
}

Get first episode



In [3]:

    
episode = gameOfThrones.episodes[0]
episode









    Out[3]:





Episode(series='GameOfThrones', season=1, episode=1)

Segmentation into scenes

Provides:

manual segmentation into scenes



In [10]:

    
scenes = gameOfThrones.get_resource('scenes', episode)
scenes









    



/Users/bredin/Python/tmp-cab9fff2ebeb8a45/lib/python3.4/site-packages/matplotlib-1.4.3-py3.4-macosx-10.10-x86_64.egg/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison
  if self._edgecolors == str('face'):






    Out[10]:

Outlines

Source: http://gameofthrones.wikia.com/
Provides

scene summary

Does not provide timestamps.



In [7]:

    
outline_www = gameOfThrones.get_resource('outline_www', episode)
outline_www









    Out[7]:

Transcripts

Source: http://foreverdreaming.org/
Provides:

speaker label
speech content

Does not provide timestamps.



In [8]:

    
transcript = gameOfThrones.get_resource('transcript', episode)
transcript









    Out[8]:

Force-aligned transcripts

Source: LIMSI
Provides:

word-level timestamps (start & end time)



In [9]:

    
transcript_aligned = gameOfThrones.get_resource('transcript_aligned', episode)
transcript_aligned.crop(180, 190)









    Out[9]: