Crawl and Analyze Instagram Hashtag Data
- 0: Crawl Instagram posts according to search result of #keyword
- 1: Create and wrangle dataset with pandas
- 2: KoNLPy tagging for Koran nouns, Korean action words
- 3: Extract similar documents and make word2Vec models with gensim
- 4: TF-IDF code without using scikit-learn library
- 5: Extracting similar documents using scikit-learn library's tfidfvectorizer
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0: #keyword κ²μ, ν΄μνκ·Έ κΈ°λ° μΈμ€νκ·Έλ¨ ν¬λ‘€λ§
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1: μΈμ€νκ·Έλ¨ λ°μ΄ν° ν΅ν© λ° μ‘°μ - Pandas λͺ¨λ μ΄μ©
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2: KoNLPy ννμλΆμ -> μ΅λ λΉλ 체μΈ(λͺ μ¬), μμ μ΄(λμ¬, νμ©μ¬) λμΆ
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3: Gensimμ μ΄μ©ν Word2Vec λͺ¨λΈ λμΆ λ° μ μ¬ λ¬Έμ μΆμΆ
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4: scikitlearn λͺ¨λμ μ¬μ©νμ§ μμ, Vanillaλ‘ μμ±ν TF-IDF μμ
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5: scikitlearn λͺ¨λμ TF-IDF Vectorizerμ μ΄μ©ν μ μ¬ λ¬Έμ λμΆ