VEDO data science
Data categorization for actionable insights.
Enrich human data with business context
and domain knowledge
One of the biggest challenges for companies analyzing human data is how to transform messy, unstructured, actionable data. DataSift's VEDO categorization engine allows organizations to understand interactions at a deeper level by adding the relevant business context.
Apply domain knowledge and tag topics in interactions such as brands or product mentions.
Identify emotion and intent
Tag keywords and phrases that identify emotion and intent such as intention to buy a product.
Surface hidden meanings
Explore beyond the content and extract hidden metadata such as classifying types of content being shared.
Programmable intelligence with
VEDO rules engine
DataSift's rule engine automatically categorizes human data based on rules you provide, enabling customers to increase the relevance of the data, making it more actionable and ready for deeper analysis. By adding hierarchical tagging and scoring to interactions, users can increase the relevance of the data.
Get started with our library of classifiers
VEDO's programmable intelligence provides three powerful approaches to help extract meaning and context within each post, tweet or comment.
Off the shelf classifier library
Get a jump start using our collection of best-practice models out of the box, or as a starting point to identify potential spam, categorize social posts into complaints, compliments or requests for help, or score affinity towards a product or topic. Learn more
Analysts and developers can easily create custom rules to match conversations to a business taxonomy, such as to a product hierarchy or organizational structure, and recieve data classified exactly to the business needs. Learn more
Machine learned classifiers
Apply machine learning models to learn key signals and train classifiers to isolate, classify and surface deeper meaning and increase accuracy with automated processing of unstructured information. Learn more
Building better machine learned
classifiers faster with VEDO Intent
Building on the VEDO rules engine, VEDO Intent uses active learning to build machine learning-based models to fully automate the real-time classification of millions of posts, to surface insights that previously would have been hidden. VEDO Intent helps to reduce the time it takes to manually classify interactions for your training set.
Explore the keywords and hashtags related to your company, industry or topic
Foundation Models are trained on the world’s Human Data to uncover
the terms used on social media.
The full story
Discover the terms you should be using for your analysis.
Keep on top of new terms and new use of language.
The big picture
Get insights from billions of social posts.