README.md

About

This is a Profiles library project to create user features from event stream tables created using Rudderstack SDK

Inputs

Raw Tables

name	table	path
rsIdentifies	IDENTIFIES	RUDDERSTACK_TEST_DB.DATA_APPS_SIMULATED_SHOPIFY.IDENTIFIES
rsTracks	TRACKS	RUDDERSTACK_TEST_DB.DATA_APPS_SIMULATED_SHOPIFY.TRACKS
rsPages	PAGES	RUDDERSTACK_TEST_DB.DATA_APPS_SIMULATED_SHOPIFY.PAGES

SQL Models

name
rsTracksUnionPages

Identity Stitching

user identities

name	exclusions	sourced_from
user_id		["rsIdentifies:user_id","rsTracks:user_id","rsPages:user_id"]
cart_token		[]
anonymous_id	unknown, NaN	["rsIdentifies:anonymous_id","rsTracks:anonymous_id","rsPages:anonymous_id"]
email	test@company.com	["rsIdentifies:lower(email)"]

Features

user features

Feature	Computed From	Description
active_days_in_past_365_days	rsTracksUnionPages	Out of 365 days, how many days have recorded an event till date including today
active_days_in_past_7_days	rsTracksUnionPages	Out of 7 days, how many days have recorded an event till date including today
avg_session_length_in_sec_365_days	rsTracksUnionPages	Average session length (in seconds) of all the user sessions that started in last 365 days
avg_session_length_in_sec_last_week	rsTracksUnionPages	Average session length (in seconds) of all the user sessions that started in last 7 days
avg_session_length_in_sec_overall	rsTracksUnionPages	Average session length (in seconds) of all the user sessions till date.
campaign_sources	rsIdentifies
campaigns_list	rsPages	list of all campaigns from which a user has visited the app, sorted in chronological order, from oldest to newest
country	rsIdentifies
currency	rsIdentifies
days_since_account_creation	rsIdentifies
days_since_last_seen
device_manufacturer	rsIdentifies
device_name	rsIdentifies
device_type	rsIdentifies
first_campaign_name	rsPages	First campaign from which a user has visited the app
first_name	rsIdentifies
first_seen_date	rsTracksUnionPages	The first date on which an event has been recorded by the user
first_source_name	rsPages	First source from which a user has visited the app
has_mobile_app	rsIdentifies
is_active_on_website	rsIdentifies
is_churned_7_days		Depending on the n value, it specifies if there is any activity observed in the last 7 days.
last_campaign_name	rsPages	Latest campaign from which a user has visited the app
last_name	rsIdentifies
last_seen_date	rsTracksUnionPages	The latest date on which an event has been recorded by the user
last_source_name	rsPages	Last source from which a user has visited the app
mediums_list	rsPages	list of all mediums from which a user has visited the app, sorted in chronological order, from oldest to newest
sources_list	rsPages	list of all sources from which a user has visited the app, sorted in chronological order, from oldest to newest
state	rsIdentifies
total_sessions_365_days	rsTracksUnionPages	total number of sessions over last 356 days.
total_sessions_90_days	rsTracksUnionPages	total number of sessions over last 90 days.
total_sessions_last_week	rsTracksUnionPages	total number of sessions over last 7 days.
total_sessions_till_date	rsTracksUnionPages	Total individual sessions created till date.