Data linking and entity reconciliation are key tasks to enrich an input dataset with data from another source solving semantic mismatches. In previous posts, we introduced the tools that implement the LinkR components of the enRichMyData toolkit, which support these tasks. In the post, we provided more details about how we approach these tasks in
Executing cleaning, transformation, and linking at large scale requires infrastructural components that allow for scalability. As the scalability is the ability of a system to sustain increasing workloads by making use of additional resources, the implementation of a system with this characteristic is an essential step in a big data pipeline to avoid common performance
In today’s fast-paced, data-driven world, the ability to extract valuable insights from streaming data in real-time is more crucial than ever. That’s where StreamR, a powerful component within the enRichMyData toolbox, comes into play. Designed to tackle the challenges of streaming data analysis, StreamR revolutionizes the way organizations uncover real-time insights and drive informed decision-making.
When users need to enrich their dataset with an external data source, the task of linking values from both sources becomes a critical hurdle to overcome. It’s the key to unlocking the external data and seamlessly blending it with the original dataset. In addition, Knowledge Graphs (KGs) provide a powerful abstraction to support AI applications
ClassifiR simplifies the task of labeling and categorizing entire documents based on predefined taxonomies, industry classifications, or customized label sets. It works seamlessly with StructR, which identifies text segment properties, providing a comprehensive data analysis solution. With a user-friendly graphical interface, ClassifiR facilitates the creation and exploration of custom ontologies through clustering, labeling, and querying.
Data extraction and structuring from unstructured text sources have always been a challenging task in the field of data analytics. To tackle this challenge, we introduce StructR, a powerful component within the enRichMyData toolbox that specializes in extracting structured data from textual content. StructR offers a range of advanced techniques, including entity recognition and linking,