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Researchers Need to Change the Questions They Ask of Big Data

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Question of Threeby Angela Guess

Malte Ebach writes in Business Insider, “Big Data is changing the way we do science today… The data is vast, but the kinds of data and the formats they take are also new. Consider the hourly clicks on Facebook, or the daily searches on Google. As a result, Big Data offers scientists the ability to perform powerful analyses and make new discoveries. The problem is that Big Data hasn’t yet changed the way many researchers ask scientific questions. In biology in particular, where tools like genome sequencing are generating tremendous amounts of data, biologists might not be asking the right kinds of questions that Big Data can answer.”

Ebach goes on, “Asking questions is what scientists do. Biologists ask questions about the living world, such as ‘how many species are there?’ or ‘what are the evolutionary relationships between rats, bats and primates?’. The way we ask questions says a lot about the type of information we use. For example, systematists like myself study the diversity and relationship between the many species of creatures throughout evolutionary history. We have tended to use physical characteristics, like teeth and bones, to classify mammals into taxonomic groups. These shared characteristics allow us to recognize new species and identify existing ones. Enter Big Data, and cheap DNA sequencing technology. Now systematists have access to new forms of information, such as whole genomes, which have drastically changed the way we do systematics. But it hasn’t changed the way many systematists frame their questions.”

Read more here.

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