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Sentiment Analysis

  1. 0

    Introducing NLTK for Natural Language Processing with Python

    This article is the first in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. This article is a primer on some key NLP concepts and getting started with the Natural Language Toolkit (NLTK) Python library.
    Added 2 Jun 2020
  2. 1

    Finding Data for Natural Language Processing

    This article is the second in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article, we'll look at datasets provided by NLTK, as well as an example of capturing your own textual corpus for analysis.
    Added 2 Jun 2020
  3. 2

    Using Pre-trained VADER Models for NLTK Sentiment Analysis

    This article is the third in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article, we'll look at techniques you can use to start doing the actual NLP analysis.
    Added 2 Jun 2020
  4. 3

    Pros and Cons of NLTK Sentiment Analysis with VADER

    This article is the fourth in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this and additional articles, we’re going to try and improve upon our approach to analyzing the sentiment of our communities.
    Added 2 Jun 2020
  5. 4

    NLTK and Machine Learning for Sentiment Analysis

    This article is the fifth in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article we're building an optimized machine learning model.
    Added 2 Jun 2020
  6. 5

    Improving NLTK Sentiment Analysis with Data Annotation

    This article is the sixth in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article let’s look at what a process of annotating our own dataset would entail.
    Added 2 Jun 2020
  7. 6

    Using Cloud AI for Sentiment Analysis

    This article is the seventh in the Sentiment Analysis series that uses Python and the open-source Natural Language Toolkit. In this article we look at some alternatives to VADER.
    Added 2 Jun 2020