jswoodham
/
unhcr_speeches
connected to https://github.com/jswoodham/unhcr_speeches.git


  
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            stages:
  prepare_dataset:
    cmd: python prepare_dataset.py
    deps:
    - data/speeches.json
    - prepare_dataset.py
    outs:
    - data/cleaned_speeches
    params:
    - preprocessing.stopwords
  descriptive_analysis:
    cmd: python descriptive_analysis.py
    deps:
    - data/cleaned_speeches
    - descriptive_analysis.py
    outs:
    - data/descriptive
    params:
    - preprocessing.stopwords
    - preprocessing.punctuation
  topic_model:
    cmd: python topic_model.py
    deps:
    - data/cleaned_speeches
    - topic_model.py
    outs:
    - lda_model
    - speech.mm
    - speech.dict
    - data/docs
    - data/docs_tagged
    params:
    - preprocessing.stopwords
    - preprocessing.punctuation
    - preprocessing.df
    - lda.passes
    - lda.iterations
    - lda.num_topics 
  topic_over_time:
    cmd: python topics_over_time.py
    deps:
    - lda_model
    - speech.dict
    - speech.mm
    - data/docs_tagged
    - data/cleaned_speeches
    - topics_over_time.py
    outs:
    - data/topics_over_time