text-mining

Information retrieval from Agatha Christie Novel "And then there were none"

Extract:

1. Weapons of murders – Entity extraction
2. The circumstances of murders – Event Extraction
3. Timeline of murders, order in which victims died – Event and entity relationships
4. Location of murders – Event extraction
5. Motivations – Sentiment analysis

References:

• https://radimrehurek.com/gensim/tutorial.html

• http://scikit-learn.org/stable/modules/classes.html#module-sklearn.feature_extraction.text

• http://scikit-learn.org/stable/auto_examples/applications/plot_topics_extraction_with_nmf_lda.html#sphx-glr-auto-examples-applications-plot-topics-extraction-with-nmf-lda-py

• https://streamhacker.com/2010/05/10/text-classification-sentiment-analysis-naive-bayes-classifier/