Automated Topic Detection & Clustering: Identify What Matters In A Glance
We’ve just added Topic Clustering to our ever and fast growing list of powerful features in 20/Twenty – our comprehensive social listening and monitoring solution.
With the all-new Top Topics and clustering feature, you can now identify the key conversation topics across huge datasets in an instant.
Simply define your filters and hit ‘Apply’ to see the top topics of the day (or a custom duration) unravel!
Identify Top Topics With Auto-Categorization
Powered by 20/Twenty’s intelligent clustering algorithm built using powerful AI , you can now view conversations auto-grouped into relevant categories as part of our robust social listening.
Eliminating the need for you to trawl manually through thousands of posts, you can reach data insights much faster and cut down your research time in half. With intelligently surfaced topics, you can quickly identify the top areas of online conversation that need your attention.
Deep-dive into each auto-surfaced topic cluster to discover the top keywords behind each cluster and right-click to view the actual conversations behind these topic groups.
Identify Topic Sentiments In A Glance
Detect top negative or positive sentiment topics quickly and deep dive to discover more topic groups or keywords behind these. Right-click to view raw posts.
Using this nifty and uber-powerful feature, you can quickly isolate problem, concern or issue areas associated with your brands or products and address these points via optimized communication or communications and product strategy to your customers. Perfect for those PR or crisis management moments.
How Does This Work?
20/Twenty utilizes huge and continuously growing datasets comprising of posts, conversations and data points across all supported social media and data sources to train it’s machine learning algorithms and power our AI.
All the data that streams into our platform is intelligently classified by our Natural Language Processing (NLP) Engine, into more than 180 clusters across multiple industries, based on the content in the post. This map of clusters can be visualized at multiple levels in order to get a quick overview of the different themes of conversations with their overall sentiment, impact and traction. Each of these clusters can also be explored in detail, to see the individual conversations that fall under it.
Above Image: Topic Clustering Hierarchy
More Filters Equals More Power
These topics are automatically generated based on your filter settings. This is based on 20/Twenty’s advanced clustering algorithm. Top 10 topics along with sentiments are displayed. You can deep-dive into each parent topic to identify the top 10 keywords and phrases driving these topics. Right click on any topic to view the actual conversations behind these topics.
You can further sort these via built in performance metrics on 20/Twenty such as impact, traction and post volume to get to the most impactful conversation clusters in an instant.
Here are some auto-topic clusters identified across some industries –
Government Of Singapore
There’s more where that came from! Stay tuned and keep an eye out for more cool updates soon to come.
If you’ve got any questions or would like to find out how Topic Clustering and how 20/Twenty’s machine learning and AI prowess can help you and your business, do get in touch with your Account Manager.