Textual Analysis for Accounting Research using Python

Posted by Ties de Kok - Jun 16, 2018
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During the 2018 EAA PhD Forum in Milan I gave a break-out session on NLP / Textual Analysis for Accounting research using Python. In my talk I provided a bird’s-eye view of the various NLP techniques that are relevant for Accounting research.

The full set of slides can be viewed online on my personal website:

http://www.tiesdekok.com/EAA_2018_NLP/

(My talk was recorded on video, available here)

I have also created a Jupyter Notebook with code examples for all of the techniques mentioned in my talk, this notebook can be viewed here:

https://nbviewer.jupyter.org/github/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynb

Never used Python before? Check out my introduction on getting started with Python:

http://www.tiesdekok.com/python_course_slides/introduction_slides/

After going through the above slide deck I recommend to check out my “Learn Python for Research” GitHub repository and the corresponding ARC blog post:

https://github.com/TiesdeKok/LearnPythonforResearch

http://eaa-online.org/arc/blog/getting-started-python-accounting-research

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