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  1. romantic_poetry_analysis romantic_poetry_analysis Public

    Extract and prepare text, then train Word2Vec models to analyze Romantic Poetry

    DM 1

  2. billionaire_romance_study billionaire_romance_study Public

    In this repository we house a collection of scripts and resources dedicated to the computational analysis of modern romantic novels.

    Jupyter Notebook

  3. the-fanfic-analysis-project the-fanfic-analysis-project Public

    NLP project using BookNLP to process fanfiction texts, focusing on lemma extraction and constructing a LDA coherent topic model from customized corpora (e.g., nouns-only).

    Python

  4. goodreads_reviews_rating_predictor goodreads_reviews_rating_predictor Public

    NLP-powered analysis of 6K romance novel reviews: Uses BERTopic to extract key reader-centered themes (e.g., HEA, agency, toxicity) and statistically model their impact on book ratings.

    Python

  5. billionaire_novels_rating_predictor billionaire_novels_rating_predictor Public

    NLP research project on contemporary romantic fiction, combining BERTopic, OCTIS, and Goodreads ratings to model which themes drive higher book scores.

    HTML