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Citizen Browser - Political Group Recommendations Technical Difficulties

This repository contains data to reproduce the findings featured in our story, "Facebook Says 'Technical Issues' Were the Cause of Broken Promise to Congress" from our series, Citizen Browser.

Our methodology is described in "Facebook Said It Would Stop Pushing Users to Join Partisan Political Groups. It Didn’t." and "How We Built a Facebook Inspector".

data/

The data/ directory contains several spreadsheets.

political_group_recs_over_time.csv contains the number of political groups recommended to Citizen Browser panelists daily from December 1st 2020 to February 10th 2021. We only count groups recommended to at least three panelists.
panelists_over_time.csv contains the daily count of panels' data we collected.
political_group_recs.csv contains granular data about political groups recommended over time.

column description
collection_datetime The date the group was recommended to panelists.
group_slug The unique identifier for the group. https://facebook.com/groups/{group_slug}
n_user_recommend The number of panelists who were recommended this Facebook Group
group_name The name of the Facebook Group
n_members The max number of members in the Facebook Group during the collection_datetime

group_membership_growth.csv contains the daily membership growth rates before and after January 19th, 2021.

column description
group_slug The unique identifier for the group. https://facebook.com/groups/{group_slug}
group_name The name of the Facebook Group
n_members_Jan-19 The number of members in the Facebook Group on Jan 19 This is from our data
n_members_Feb-11 The number of members in the Facebook Group on Feb 11. This is from visiting "about" section of groups
users/day_Jan-19_to_Feb-11 The number of daily net users that join or leave a group after Jan 19th. Derived from n_members_Feb-11 - n_members_Jan-19 / 22 days
users/day_Dec_to_Jan-19 The number of daily net users that join or leave a group before Jan 19th. Derived from n_members_Jan_19 - n_members_Prior / X days. The prior date is the earliest occurance for panelists
percent_change The percent change between daily membership changes before and after Jan 19th. users/day_Jan-19_to_Feb-11 - users/day_Dec_to_Jan-19 / users/day_Dec_to_Jan-19

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Copyright 2021, The Markup News Inc.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

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