Analysis Module
===============

.. automodule:: wosecopy.analysis
   :members:
   :undoc-members:
   :show-inheritance:

The analysis module provides functions for analyzing creativity, grouping data, and performing statistical comparisons.

Key Functions
-------------

unexpectedness_arrays
~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: wosecopy.analysis.unexpectedness_arrays

Measure semantic distance between story concepts and prompt words to quantify creativity.

group_by_rating
~~~~~~~~~~~~~~~

.. autofunction:: wosecopy.analysis.group_by_rating

Group concept lists by creativity rating for comparative analysis.

compare_raters
~~~~~~~~~~~~~~

.. autofunction:: wosecopy.analysis.compare_raters

Compare network metrics across multiple raters to assess inter-rater reliability.

analyze_prompt_groups
~~~~~~~~~~~~~~~~~~~~~

.. autofunction:: wosecopy.analysis.analyze_prompt_groups

Analyze how different prompts affect narrative structure.