anime_wordclouds
rake-nltk
| anime_wordclouds | rake-nltk | |
|---|---|---|
| 2 | 4 | |
| 8 | 1,060 | |
| - | - | |
| 4.2 | 0.0 | |
| about 1 year ago | almost 2 years ago | |
| Python | Python | |
| - | MIT License |
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anime_wordclouds
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Most used words in the anime, according to the english subtitles (Word Cloud)
I've generated this word cloud using the english subtitles. The size of each word represent "number" of uses in the serie. I've removed some stopwords : the, i, you, etc. More infos here : https://github.com/TheRaphael0000/anime_wordclouds
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[OC] Word cloud from Cowboy Bebop English subtitles
Source code : https://github.com/TheRaphael0000/anime_wordclouds
rake-nltk
- rake-nltk 1.0.6 released. Comes with the flexibility to choose your own sentence and word tokenizers.
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PMI for WordClouds
I'm not sure what you mean by tokenizing phrases or concepts. Specifically extracting institution names would fall under NER. You can do this with spaCy. Extracting commonly used phrases would fall under keyword extraction. For this, you can study frequencies of n-grams of length > 1 and optionally filter based on POS (i.e. NOUN+ADJ). I've never used RAKE (https://github.com/csurfer/rake-nltk) but I've heard this is also a popular method.
What are some alternatives?
practice_python_projects - Book on basic to intermediate level Python projects
yake - Single-document unsupervised keyword extraction
subreddit-analyzer - A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.
pke - Python Keyphrase Extraction module
custom-subs - Anime Subs
NLTK - NLTK Source
cltk - The Classical Language Toolkit
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
chat-miner - Parsers and visualizations for chats
WordDumb - A calibre plugin that generates Kindle Word Wise and X-Ray files for KFX, AZW3, MOBI and EPUB eBook.
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
simple_keyword_clusterer - A simple machine learning package to cluster keywords in higher-level groups.