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 ๊ฒ์, ํด์ํ๊ทธ ๊ธฐ๋ฐ ์ธ์คํ๊ทธ๋จ ํฌ๋กค๋ง
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1: ์ธ์คํ๊ทธ๋จ ๋ฐ์ดํฐ ํตํฉ ๋ฐ ์กฐ์ - Pandas ๋ชจ๋ ์ด์ฉ
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2: KoNLPy ํํ์๋ถ์ -> ์ต๋ ๋น๋ ์ฒด์ธ(๋ช ์ฌ), ์์ ์ด(๋์ฌ, ํ์ฉ์ฌ) ๋์ถ
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3: Gensim์ ์ด์ฉํ Word2Vec ๋ชจ๋ธ ๋์ถ ๋ฐ ์ ์ฌ ๋ฌธ์ ์ถ์ถ
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4: scikitlearn ๋ชจ๋์ ์ฌ์ฉํ์ง ์์, Vanilla๋ก ์์ฑํ TF-IDF ์์
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5: scikitlearn ๋ชจ๋์ TF-IDF Vectorizer์ ์ด์ฉํ ์ ์ฌ ๋ฌธ์ ๋์ถ