One way to do it:

• Build an histogram for your data so you can see how it looks like.
• Find some parametrized density functions having a similar shape.
• Estimate the parameters for those functions using the data set.
• Perform a test of goodness of fit on the functions to find if any of them is acceptable (using a different data set if possible).

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