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Alternatively, a spreadsheet-based interface gives its end users a direct view into the data itself and presents each data attribute as a column, often with embedded visual cues for data sparsity, ...

CA hopes that the integration of its CA ERwin Data Modeler and its new data profiling tool, plus what it says is a relatively low price point, will help CA expand its footprint in the market.

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Single-cell immune profiling is only going to get more complicated and the data more difficult to curate. “Community-adopted standards are increasingly important,” said Breden.