My first NLP pipeline using SpaCy: detect news headlines with company acquisitions

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NLP Natural Language Processing search-in-text Data Science keyword-extraction

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  • spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    • I'm into NLP real-world use cases for the next couple of months. And, I've decided to start with Spacy.

  • flashtext

    Extract Keywords from sentence or Replace keywords in sentences.

    • Spacy for parsing the Headlines, remove stop words etc. might be ok but I think the problem is quite narrow so a set of fixed regex searches might work quite well. If regex is too slow, try: https://github.com/vi3k6i5/flashtext

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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