A function to programmatically build and query funnel data via the MixPanel API.
class MixPanel(object): | |
def get_page_view_funnel(self, content_urls): | |
# Build up the events array. Each "event" is a step in the funnel | |
events = [] | |
for cu in content_urls: | |
events.append({ | |
"event": "Page View", | |
"selector": 'properties["Page View Page"] == "%s"' % (cu,), | |
}) | |
return self.request(["arb_funnels"], { | |
"events": events, | |
# The time window to query over. | |
"from_date": start_dt.strftime("%Y-%m-%d"), | |
"to_date": end_dt.strftime("%Y-%m-%d"), | |
# The next two parameters control how the server aggregates the | |
# data before returning it to you, so you should very carefully | |
# select these to return only the information you need. | |
# This groups the data points based on their properties. We have | |
# 3 possible values for User Type: Logged In, Phantom (our name for | |
# "Logged Out"), and New (registered in the past month). | |
"on": 'properties["User Type"]', | |
# The time level at which | |
# This can be 'minute', 'hour', 'day', 'week', or 'month'. | |
# It determines the level of granularity of the data you get back. | |
"unit": 'month' | |
}) |
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