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Textual Analysis for Accounting Research using Python

Posted by Ties de Kok

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

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

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About Ties de Kok

Tilburg University
PhD at Tilburg University

I am a PhD researcher at Tilburg University that specializes in combining computer science with empirical Accounting research. My research interest is in financial accounting, capital markets, empirical management accounting, computer science, and...

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