Pagerduty provides a built-in way to export your incident data but only a limited number of data fields are available on the basic plan. Rather than upgrade you can use the API to export the data to a CSV. I found this gist listed here. The python script works great but some of my incident messages contained JSON data that threw off Excel when opening the CSV. I slightly modified the script with character escaping to work around this (lines 98- 107).