You can perform a search in JIRA (take the same filter as your board filter / optionally exclude completed issues or issues that are in a current sprint) and export all of the returned values to Excel. There you can convert the values into a CSV file:
Also you could check this answer here:#https://answers.atlassian.com/questions/84144
You can use Shift + Left click on the first issue followed by Left click on the last issue in the backlog-screen and than right click to export to Excel or other possibillities. See GreenHopper 6.2.2 release notes for more info. In Excel you save the file as .csv
With the Better Excel Plugin, you can export any sprint or the backlog (or any set of issues) to custom Excel files, which can then easily saved to CSV.
You can do from Issue Navigator or even directly from the JIRA Software views:
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