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It means to make some hypotheses about an event or events. These should be based on some evidence but all to often people draw conclusions based on prejudices.
To make it easier to look at, interoperate and draw conclusions from the data
"Misleading" means that it can easily make you draw wrong conclusions.
List all the supporting details from a story.
It lines up the data and keeps your information organized, making it easier to manipulate the data and draw conclusions.