Software Alternatives & Reviews

Amazon Comprehend VS NLTK

Compare Amazon Comprehend VS NLTK and see what are their differences

Amazon Comprehend logo Amazon Comprehend

Discover insights and relationships in text

NLTK logo NLTK

NLTK is a platform for building Python programs to work with human language data.
  • Amazon Comprehend Landing page
    Landing page //
    2022-02-01
  • NLTK Landing page
    Landing page //
    2023-01-25

Amazon Comprehend videos

Building Text Analytics Applications on AWS using Amazon Comprehend - AWS Online Tech Talks

More videos:

  • Tutorial - How to Analyse Text with Amazon Comprehend - Sentiment Analysis and Entity Extraction tutorial
  • Review - Analyzing Text with Amazon Elasticsearch Service and Amazon Comprehend - AWS Online Tech Talks

NLTK videos

29 Python NLTK Text Classification Sentiment Analysis movie reviews

More videos:

  • Review - Tutorial 24: Sentiment Analysis of Amazon Reviews using NLTK VADER MODULE PYTHON with [SOURCE CODE]

Category Popularity

0-100% (relative to Amazon Comprehend and NLTK)
Spreadsheets
70 70%
30% 30
NLP And Text Analytics
72 72%
28% 28
Natural Language Processing
AI
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Amazon Comprehend should be more popular than NLTK. It has been mentiond 19 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Amazon Comprehend mentions (19)

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NLTK mentions (3)

  • Just created an app to help me practice my Polish grammar. The passages are from classical literature available in the public domain. If you would like to try it, the link is in the comments.
    To give you some further inspiration, you might want to check out the NLTK (Natural Language Toolkit - https://www.nltk.org/ ). It is a huge collection of tools for language data processing in general. Source: 12 months ago
  • Which not so well known Python packages do you like to use on a regular basis and why?
    I work mostly in the NLP space, so other libraries I like are spaCy, nltk, and pynlp lib. Source: over 1 year ago
  • How to make/program an AI? Is it even possible?
    Learn some Python and play around with existing AI libraries. Go through things like nltk.org and some freecodecamp tutorials to get some hands-on knowledge. Follow this sub and watch the kinds of projects people are creating. Source: over 2 years ago

What are some alternatives?

When comparing Amazon Comprehend and NLTK, you can also consider the following products

spaCy - spaCy is a library for advanced natural language processing in Python and Cython.

FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.

Google Cloud Natural Language API - Natural language API using Google machine learning

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.

OpenNLP - Apache OpenNLP is a machine learning based toolkit for the processing of natural language text.