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  1. Great-Speech-Analysis Great-Speech-Analysis Public

    Analysis of the most significant American political speeches of the 20th century, using a wide range of NLP techniques

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  2. NATO_Russo_Ukriane_War NATO_Russo_Ukriane_War Public

    Geo-spatial sentiment analysis using tweets to explore public perceptions of NATO during the Russo-Ukrainian War, with a focus on how proximity to Russia influences sentiment.

  3. topic_modeling_lda_tutorial topic_modeling_lda_tutorial Public

    This repository is a tutorial on Latent Dirichlet Allocation (LDA) for topic modeling using 1.2 million BBC news headlines (2013–2021). It covers text preprocessing, LDA implementation, coherence s…

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  4. nlp-nn-sentiment-classification-masterclass nlp-nn-sentiment-classification-masterclass Public

    A comprehensive tutorial on building neural network-based sentiment analysis models using the IMDB dataset. Learn text preprocessing, word embeddings, and neural network architecture for classifyin…

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  5. network-analysis-dynamics network-analysis-dynamics Public

    A tutorial-style repository to master network analysis in Python using real-world Netflix collaboration data. Learn to construct, analyze, and visualize evolving networks with networkx, track tempo…

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  6. Time-Series-Modeling-with-Frequency-Domain-and-Complex-Root-Decomposition Time-Series-Modeling-with-Frequency-Domain-and-Complex-Root-Decomposition Public

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