The unstructured text data validation and cleansing design pattern
The unstructured text validation and cleansing pattern demonstrates ways to cleanse unstructured data by applying various data pre-processing techniques.
Processing huge amounts of unstructured data with Hadoop is a challenging task in terms of cleaning it and making it ready for processing. Textual data, which includes documents, mails, text files, and chat files, is inherently unorganized without a defined data model when it is ingested by Hadoop.
In order to open the unstructured data for analysis, we have to bring in a semblance of structure to it. The foundation of organizing unstructured data is to integrate it with structured data existing in the enterprise by performing ...