Question 1

What is the Keyword Clustering Tool?

Accepted Answer

The Keyword Clustering Tool is a web-based application that analyzes text input and groups related keywords into clusters. It uses natural language processing (NLP) techniques to extract nouns from the text and then applies a clustering algorithm to group similar words together.

Question 2

How does the Keyword Clustering Tool work?

Accepted Answer

The tool works in four main steps:
1) It extracts nouns from the input text using NLP techniques.
2) It converts these nouns into numerical representations (embeddings) using a pre-trained model.
3) It applies a K-means clustering algorithm to group similar words together.
4) It presents the results as clusters of related keywords.

Question 3

What can I use this tool for?

Accepted Answer

This tool can be useful for various purposes, including:
- Content organization and planning
- SEO keyword research
- Topic modeling for large text datasets
- Identifying themes in customer feedback or reviews
- Organizing ideas for brainstorming sessions

Question 4

How many clusters should I choose?

Accepted Answer

The optimal number of clusters depends on your specific needs and the nature of your text. Here are some guidelines:
- Start with a small number (3-5) and increase if you need more granularity.
- If you have a general idea of how many themes are in your text, use that as a starting point.
- Experiment with different numbers and see which gives the most meaningful results for your purposes.

Question 5

How long does the clustering process take?

Accepted Answer

The processing time depends on the length of your input text and the number of clusters you've chosen. For most texts, it should take between a few seconds to a minute. Longer texts or a higher number of clusters may take more time.

Question 6

Can I use this tool for languages other than English?

Accepted Answer

The tool is primarily designed for English text. While it may work to some extent with other languages that use the Latin alphabet, the accuracy and effectiveness may vary. For best results, use English text input.

Question 7

Is my data safe when using this tool?

Accepted Answer

The tool processes all data in your browser and doesn't send your text to any external servers (except for the initial loading of the machine learning models). However, always be cautious about inputting sensitive or confidential information into any online tool.

Question 8

The results don't seem meaningful. What should I do?

Accepted Answer

If the results don't seem useful, try the following:
- Adjust the number of clusters. Too few or too many clusters can sometimes lead to less meaningful results.
- Check your input text. Make sure it contains enough relevant content and isn't too short.
- Try rephrasing or expanding your text if it's very technical or contains many specialized terms.

Free Keywords Clustering Tool

Create Keyword clusters with this free Natural Language Processing (NLP) based tool

How it works

Step 1: Provide your keywords

Step 2: Specify the number of Clusters

Step 3: Download Your clusters

FAQs