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A vast amount of data is available on the World Wide Web. Many companies have started to mine this data to augment datasets used in production. This paper presents an industry study for one such text data mining. The study and analysis of the extracted data from the World Wide Web could be used to help improve products and services. A prototype has been completed and benched marked in the laboratory.