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Commit
441b568
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1 Parent(s): 80c8103

Update app.py

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Files changed (1) hide show
  1. app.py +2 -0
app.py CHANGED
@@ -128,6 +128,7 @@ if st.session_state['upload_count'] < max_attempts:
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  labels = ["person", "country", "organization", "role", "skills"]
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  entities = model.predict_entities(text_data, labels)
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  df = pd.DataFrame(entities)
 
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  fig = px.treemap(entities, path=[px.Constant("all"), 'text', 'label'],
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  values='score', color='label')
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  fig.update_layout(margin=dict(t=50, l=25, r=25, b=25))
@@ -137,6 +138,7 @@ if st.session_state['upload_count'] < max_attempts:
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  tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), columns=vectorizer.get_feature_names_out())
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  cosine_sim_matrix = cosine_similarity(tfidf_matrix)
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  cosine_sim_df = pd.DataFrame(cosine_sim_matrix)
 
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  fig = px.imshow(cosine_sim_df, text_auto=True,
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  labels=dict(x="Keyword similarity", y="Resumes", color="Productivity"),
 
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  labels = ["person", "country", "organization", "role", "skills"]
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  entities = model.predict_entities(text_data, labels)
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  df = pd.DataFrame(entities)
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+ st.subheader("Applicant's Profile", divider = "orange")
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  fig = px.treemap(entities, path=[px.Constant("all"), 'text', 'label'],
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  values='score', color='label')
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  fig.update_layout(margin=dict(t=50, l=25, r=25, b=25))
 
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  tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), columns=vectorizer.get_feature_names_out())
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  cosine_sim_matrix = cosine_similarity(tfidf_matrix)
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  cosine_sim_df = pd.DataFrame(cosine_sim_matrix)
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+ st.subheader("Similarity between Applicant's Profile and job description", divider = "orange")
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  fig = px.imshow(cosine_sim_df, text_auto=True,
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  labels=dict(x="Keyword similarity", y="Resumes", color="Productivity"),