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Interactive data transformation (IDT)<ref>Tope Omitola , Andr´e Freitas , Edward Curry , Sean O’Riain , Nicholas Gibbins , and Nigel Shadbolt. Capturing Interactive Data Transformation Operations using Provenance Workflows Retrieved from: http://andrefreitas.org/papers/preprint_capturing%20interactive_data_transformation_eswc_highlights.pdf</ref> is an emerging capability that allows business analysts and business users the ability to directly interact with large datasets through a visual interface,<ref name="digital.lib.washington.edu"/> understand the characteristics of the data (via automated data profiling or visualization), and change or correct the data through simple interactions such as clicking or selecting certain elements of the data.<ref name="livinglab.mit.edu"/>
Although IDT follows the same data integration process steps as batch data integration, the key difference is that the steps are not necessarily followed in a linear fashion and typically don’t require significant technical skills for completion.<ref>Peng Cong, Zhang Xiaoyi. Research and Design of Interactive Data Transformation and Migration System for Heterogeneous Data Sources. Retrieved from:
A number of companies, primarily start-ups such as Trifacta, Alteryx and Paxata provide interactive data transformation tools. They are aiming to efficiently analyze, map and transform large volumes of data without the technical and process complexity that currently exists.
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