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introduction to text classification

materials for may/2019 monthly DS meeting

timothy leffel, http://lefft.xyz

get started

  • see norc_text_clf_slides.pdf for presentation slides and code demos in action.
  • all demo code and datasets referenced in the slides can be found in this repository.

repository contents

# $ tree -U -F -L 2 -I 'venv|__pycache__|_ignore|stream_of*|notes_to*|libs|*_slides_files' 

text_classification
│
├── readme.md
│
├── slides/
│   ├── norc_text_clf_slides.html
│   └── norc_text_clf_slides.rmd
│
├── code/
│   ├── classify_utterance_type.py
│   └── classify_tweet_relevance.py
│
├── data/
│   ├── tweet_samples-600.txt
│   └── cmdc_lines-annotated-551.txt
│
└── output/
    ├── cmdc_lines-model_info.txt
    └── tweet_samples-model_info.txt

4 directories, 9 files

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slides, demo code, demo datasets for may/2019 NORC data sci brown bag talk

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