earning-call-text-mining

Predicting credit risk from earnings call transcript

Data from Seeking Alpha

Python 3.6

Packages used: textacy, textblob, spacy, pandas, sklearn

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
default		default
ndefault		ndefault
.gitattributes		.gitattributes
Corporate Bond Default Rates.png		Corporate Bond Default Rates.png
README.md		README.md
clf.png		clf.png
corporate_BB-C.xlsx		corporate_BB-C.xlsx
cross-validation.png		cross-validation.png
default_data.csv		default_data.csv
default_wordcloud.png		default_wordcloud.png
exploratory analysis.ipynb		exploratory analysis.ipynb
k-fold.png		k-fold.png
meta_data.csv		meta_data.csv
meta_data.xlsx		meta_data.xlsx
ml-analysis.ipynb		ml-analysis.ipynb
ndefault_data.csv		ndefault_data.csv
ndefault_wordcloud.png		ndefault_wordcloud.png
pol.jpeg		pol.jpeg
pred_nn.txt		pred_nn.txt
sentiment_comparison.png		sentiment_comparison.png
sklearn.ipynb		sklearn.ipynb
sub.jpeg		sub.jpeg
text_process.py		text_process.py
tfidf.png		tfidf.png

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