Text Analysis

Bansal, Shivam. “A Comprehensive Guide to Understand and Implement Text Classification in Python.” Analytics Vidhya, 14 Oct. 2024, www.analyticsvidhya.com/blog/2018/04/a-comprehensive-guide-to-understand-and-implement-text-classification-in-python/.

Geitgey, Adam. “Text Classification Is Your New Secret Weapon.” Medium, 24 Sept. 2020, medium.com/@ageitgey/text-classification-is-your-new-secret-weapon-7ca4fad15788.

Navlani, Avinash. “Classify Text Using Spacy.” Dataquest, 9 Apr. 2023, www.dataquest.io/blog/tutorial-text-classification-in-python-using-spacy/.

Kowsari, Kamran, et al. “Text Classification Algorithms: A Survey.” MDPI, Multidisciplinary Digital Publishing Institute, 23 Apr. 2019, www.mdpi.com/2078-2489/10/4/150.

“Text Classification with Python: Build and Compare Three Text Classifiers.” YouTube, youtu.be/eOu-h_XxjHQ?si=gGTEYzkoS8LLnvtx.

A comprehensive suite of Python libraries for text processing, including classification, tokenization, and parsing.

An industrial-strength NLP library for Python that supports fast and accurate syntactic analysis.

A beginner-friendly Python library for common natural language processing (NLP) tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, and more.

A general-purpose machine learning Python library that supports text classification and feature extraction.

A text mining framework for pre-processing, filtering, and analyzing large text corpora in R.

High-performance tools for text vectorization, similarity, and classification in R.