NLP Text Processing techniques using NLTK SPACY NGRAMS and LDA
Corpus Cleansing
Vocabulary size with word frequencies
NERs with their frequencies and types
Word Cloud
POS collections (Like Nouns - frequency, Verbs - frequency, Adverbs - frequency
Noun Chunks and Verb Phrase
Topic Modeling using LDA(Sklearn.Decomposition)
Top 10 Topic with 20 most significant sentences for each topic
graph of the frequency of word vs rank of the word Zipf’s law
Implementing RNN LSTM GRU using Word2Vec embeddings